<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.164600.2</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Characterization of red pigmented yeasts and genes associated with astaxanthin synthesis in 
                    <italic>Rhodotorula mucilaginosa</italic> HL26-1 and 
                    <italic>Rhodotorula paludigena</italic> LL69-1</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 2; peer review: 2 approved, 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Hoondee</surname>
                        <given-names>Patcharaporn</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Tedsree</surname>
                        <given-names>Nisachon</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Phuengjayaem</surname>
                        <given-names>Sukanya</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Kingkaew</surname>
                        <given-names>Engkarat</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <xref ref-type="aff" rid="a5">5</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Sritularak</surname>
                        <given-names>Boonchoo</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a6">6</xref>
                    <xref ref-type="aff" rid="a7">7</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Rojsitthisak</surname>
                        <given-names>Pornchai</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a6">6</xref>
                    <xref ref-type="aff" rid="a8">8</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Nakashima</surname>
                        <given-names>Takuji</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a9">9</xref>
                    <xref ref-type="aff" rid="a10">10</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Thitikornpong</surname>
                        <given-names>Worathat</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a6">6</xref>
                    <xref ref-type="aff" rid="a8">8</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Tanasupawat</surname>
                        <given-names>Somboon</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-7149-5341</uri>
                    <xref ref-type="corresp" rid="c2">b</xref>
                    <xref ref-type="aff" rid="a6">6</xref>
                    <xref ref-type="aff" rid="a11">11</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Division of Biology, Faculty of Science and Technology, Rajamangala University of Technology Krungthep, Sathon, Bangkok, 10120, Thailand</aff>
                <aff id="a2">
                    <label>2</label>Biodiversity and Sustainable Utilization Research Unit, Rajamangala University of Technology Krungthep, Sathon, Bangkok, 10120, Thailand</aff>
                <aff id="a3">
                    <label>3</label>Faculty of Science and Arts, Chanthaburi Campus, Burapha University, Tha Mai, Chanthaburi, 22170, Thailand</aff>
                <aff id="a4">
                    <label>4</label>Department of Microbiology, Faculty of Science, King Mongkut's University of Technology Thonburi, Thung Khru, Bangkok, 10140, Thailand</aff>
                <aff id="a5">
                    <label>5</label>Department of Biology, School of Science, King Mongkut's Institute of Technology Ladkrabang, Lat Krabang, Bangkok, 10520, Thailand</aff>
                <aff id="a6">
                    <label>6</label>Center of Excellence in Natural Products for Ageing and Chronic Diseases, Chulalongkorn University, Pathumwan, Bangkok, 10330, Thailand</aff>
                <aff id="a7">
                    <label>7</label>Department of Pharmacognosy and Pharmaceutical Botany, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Pathumwan, Bangkok, 10330, Thailand</aff>
                <aff id="a8">
                    <label>8</label>Department of Food and Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Pathumwan, Bangkok, 10330, Thailand</aff>
                <aff id="a9">
                    <label>9</label>Department of Field Sciences, University of Human Environments, Mutsuyama, Ehime, 790-0825, Japan</aff>
                <aff id="a10">
                    <label>10</label>Research Organization for Nano and Life Innovation, Waseda University, Shinjuku, Tokyo, 162-0041, Japan</aff>
                <aff id="a11">
                    <label>11</label>Department of Biochemistry and Microbiology, Chulalongkorn University, Pathumwan, Bangkok, 10330, Thailand</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:worathat.t@pharm.chula.ac.th">worathat.t@pharm.chula.ac.th</email>
                </corresp>
                <corresp id="c2">
                    <label>b</label>
                    <email xlink:href="mailto:somboon.t@chula.ac.th">somboon.t@chula.ac.th</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>2</day>
                <month>1</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2025</year>
            </pub-date>
            <volume>14</volume>
            <elocation-id>717</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>30</day>
                    <month>12</month>
                    <year>2025</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Hoondee P et al.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/14-717/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>Astaxanthin, a red xanthophyll carotenoid, is a powerful antioxidant, anticancer, and glucose and lipid homeostasis regulator. Some pigmented yeasts belonging to the genus 
                        <italic toggle="yes">Rhodotorula</italic>, the well-known yeast for beta-carotene production, have been reported as natural astaxanthin producers. However, the lack of genomic data on astaxanthin-producing strains within these species hinders the identification of biosynthetic routes, molecular characterization of these pathways, and gene editing applications.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>This study explored the diversity and astaxanthin production capability of cultivable pigmented yeast in flower samples. The astaxanthin production ability was inspected by three consecutive methods, including thin-layer chromatography (TLC) for the preliminary step, followed by quantitative spectrophotometry and high-performance liquid chromatography (HPLC) for qualitative validation. The draft genome sequence and astaxanthin-producing genes of astaxanthin-producing yeasts were examined.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>Twelve of 23 yeasts from floral samples exhibited natural pigmentation, with colors ranging from pinkish-orange to red, and exhibited the potential for astaxanthin synthesis. These yeasts were 
                        <italic toggle="yes">Rhodotorula paludigena</italic> (three strains) and 
                        <italic toggle="yes">Rhodotorula mucilaginosa</italic> (nine strains). Among 
                        <italic toggle="yes">R. mucilaginosa</italic> strains, HL26-1 had the greatest astaxanthin content (104.98 &#x00b1; 0.13 &#x03bc;g/g DCW) and yield (0.9280 &#x00b1; 0.0012 mg/L). Strain LL69-1 has the greatest astaxanthin content (251.78 &#x00b1; 0.27 &#x03bc;g/g DCW) and yield (1.8632 &#x00b1; 0.0023 mg/L) among 
                        <italic toggle="yes">R. paludigena</italic> strains. The 18.78 Mbp 
                        <italic toggle="yes">R. mucilaginosa</italic> HL26-1 genome includes 5,711 protein-coding genes. Conversely, the 
                        <italic toggle="yes">R. paludigena</italic> LL69-1 genome was 20.99 Mbp, encompassing 6,782 predicted genes. A comprehensive investigation of draft genome sequences of these two strains identified 
                        <italic toggle="yes">CrtE</italic>, 
                        <italic toggle="yes">CrtYB</italic>, 
                        <italic toggle="yes">CrtI</italic>, 
                        <italic toggle="yes">CrtS</italic>, and 
                        <italic toggle="yes">CrtR</italic> as potential astaxanthin transcription genes.</p>
                </sec>
                <sec>
                    <title>Conclusion</title>
                    <p>Here, our results highlight the outstanding potential of two naturally pigmented yeasts, 
                        <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                        <italic toggle="yes">R. paludigena</italic> LL69-1, for astaxanthin production. Furthermore, our findings provide information on the whole genome and protein-encoded genes associated with astaxanthin production, which serve as valuable biological resources for various biotechnological applications.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>astaxanthin</kwd>
                <kwd>pigmented yeast</kwd>
                <kwd>Rhodotorula mucilaginosa</kwd>
                <kwd>Rhodotorula paludigena</kwd>
                <kwd>astaxanthin synthase</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1">
                    <funding-source>Thailand Science Research and Innovation Fund Chulalongkorn University</funding-source>
                    <award-id>CU_FRB65_hea(51)060_33_04</award-id>
                </award-group>
                <funding-statement>This research was funded by the Thailand Science Research and Innovation Fund Chulalongkorn University (CU_FRB65_hea (51) 060_33_04). </funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
        <notes>
            <sec sec-type="version-changes">
                <label>Revised</label>
                <title>Amendments from Version 1</title>
                <p>Dear Readers, This revised version of the article has been improved in response to reviewer comments to enhance clarity, transparency, and scientific rigor. The introduction has been reorganized to improve clarity and coherence, with a clearer presentation of the research background, objectives, and research gap. The Materials and Methods section has been substantially expanded to provide comprehensive experimental details, including clearly described statistical analyses and appropriate reporting of variation and significance. The manuscript has been revised to consistently distinguish between total carotenoids and astaxanthin. Additional methodological details, including HPLC and TLC conditions and astaxanthin standard specifications, have been added. Statements regarding astaxanthin yield have been refined to ensure accuracy, and inconsistencies in genome assembly statistics have been corrected throughout the manuscript. Formatting issues, unit consistency, abbreviations, and typographical errors have also been addressed. We believe that these revisions have strengthened the manuscript and hope that the revised version will be suitable for publication. Sincerely, The Authors</p>
            </sec>
        </notes>
    </front>
    <body>
        <sec id="sec5" sec-type="intro">
            <title>Introduction</title>
            <p>Astaxanthin (3,3&#x2032;-dihydroxy-&#x03b2;, &#x03b2;&#x2032;-carotene-4,4&#x2032;-dione) is a red pigment compound belonging to the xanthophyll carotenoid group and is widely recognized as a powerful antioxidant. The effective free radical&#x2013;scavenging activity of astaxanthin contributes to its anticancer properties by reducing oxidative stress and singlet oxygen&#x2013;mediated cellular damage.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> Its antioxidant capacity has been reported to surpass that of vitamin E (&#x03b1;-tocopherol), &#x03b2;-carotene, canthaxanthin, and other natural carotenoids by up to 100-fold.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> Beyond its antioxidant prowess, astaxanthin serves as a potent metabolic regulator of glucose and lipid homeostasis by increasing insulin sensitivity, augmenting glucose uptake, and modulating lipid turnover in the liver. In dermatology, it has garnered substantial attention for its ability to counteract oxidative stress, facilitate cellular rejuvenation, repair DNA damage, and protect against UV-induced photoaging and skin malignancies.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>,
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> Given these multifaceted biological activities, astaxanthin is extensively utilized across the pharmaceutical, nutraceutical, cosmetic, and animal feed industries.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup>
            </p>
            <p>Presently, astaxanthin is obtained either through chemical synthesis or natural extraction.
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> Despite its cost-effectiveness compared to natural sources, synthetic production often generates hazardous byproducts and poses environmental risks.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> Consequently, the demand for natural sources such as shrimp, krill, fish, and microorganisms has surged.
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup> Among microbes, the microalga 
                <italic toggle="yes">Haematococcus pluvialis</italic> is the primary industrial source due to its high astaxanthin content. However, algal cultivation faces significant logistical and economic hurdles, including slow growth rate, susceptibility to contamination, and complex downstream processing. To overcome these limitations, recent research has shifted toward pigmented yeasts as alternative bio-factories. Compared to microalgae, yeasts offer several biotechnological advantages: they can be cultured in closed bioreactors, possess faster growth cycles, and can utilize various carbon sources, including lignocellulosic biomass and industrial by-products.
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>,
                    <xref ref-type="bibr" rid="ref9">9</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref11">11</xref>
                </sup>
            </p>
            <p>While 
                <italic toggle="yes">Phaffia rhodozyma</italic> (
                <italic toggle="yes">Xanthophyllomyces dendrorhous</italic>) has been the traditional yeast source for several decades,
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>,
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> certain 
                <italic toggle="yes">Rhodotorula</italic> species, such as 
                <italic toggle="yes">R. toruloides</italic>
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>,
                    <xref ref-type="bibr" rid="ref14">14</xref>
                </sup> 
                <italic toggle="yes">R. paludigena</italic>,
                <sup>
                    <xref ref-type="bibr" rid="ref15">15</xref>,
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> 
                <italic toggle="yes"> R. mucilaginosa</italic>
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>,
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup> and 
                <italic toggle="yes">Rhodotorula</italic> sp.,
                <sup>
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup> have recently emerged as promising candidates for astaxanthin biosynthesis. Despite this potential, a critical research gap remains. The pathway of astaxanthin biosynthetic in 
                <italic toggle="yes">Phaffia rhodozyma</italic> has been reported.
                <sup>
                    <xref ref-type="bibr" rid="ref20">20</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup> The regulation starts with beta-carotene formation through mevalonate pathway. Acetyl-CoA was converted to isopentenyl-pyrophosphate (IPP), the precursor of all isoprenoids, which were further condensed to produce phytoene, the colorless carotenoid. Subsequently, phytoene was transformed into &#x03b2;-carotene, which was catalyzed by phytoene synthase/lycopene beta-cyclase and phytoene desaturase (encoded by 
                <italic toggle="yes">CrtYB</italic> and 
                <italic toggle="yes">CrtI</italic> genes, respectively).
                <sup>
                    <xref ref-type="bibr" rid="ref20">20</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup> Finally, a single gene called 
                <italic toggle="yes">CrtS</italic>, which could act as both a ketolase and a hydroxylase, was responsible for converting &#x03b2;-carotene into astaxanthin.
                <sup>
                    <xref ref-type="bibr" rid="ref21">21</xref>,
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup> However, the genomic information and metabolic pathways of astaxanthin-producing 
                <italic toggle="yes">Rhodotorula</italic> species remain incompletely understood. Only a handful of studies have employed effective techniques, such as whole-genome sequencing and gene analysis, to elucidate genome-related astaxanthin production in 
                <italic toggle="yes">Rhodotorula</italic> yeast.
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>,
                    <xref ref-type="bibr" rid="ref15">15</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup> As a result, the scarcity of comprehensive genomic data hampers the discovery of essential biosynthetic genes, molecular characterization, and the use of gene-editing technologies to increase production yields.</p>
            <p>Flower tissues and nectar are recognized as important reservoirs for diverse yeast communities. Previous studies have reported that pigmented yeasts can function as growth-promoting microorganisms,
                <sup>
                    <xref ref-type="bibr" rid="ref23">23</xref>,
                    <xref ref-type="bibr" rid="ref24">24</xref>
                </sup> have shown great potential as biosynthetic fungicides for the control of postharvest fruit decay,
                <sup>
                    <xref ref-type="bibr" rid="ref25">25</xref>,
                    <xref ref-type="bibr" rid="ref26">26</xref>
                </sup> and may influence plant&#x2013;pollinator dynamics through the modification of nectar chemistry.
                <sup>
                    <xref ref-type="bibr" rid="ref27">27</xref>
                </sup> Moreover, pigmented yeasts isolated from flowers are often stress-tolerant, with carotenoid pigments contributing to their stress resistance by providing photoprotection against UV-B radiation, thereby supporting yeast growth and enhancing survivorship in UV-exposed environments.
                <sup>
                    <xref ref-type="bibr" rid="ref28">28</xref>
                </sup> These yeasts are also capable of producing valuable carotenoid pigments, such as &#x03b2;-carotene and astaxanthin, making them promising candidates for a wide range of biotechnological applications.
                <sup>
                    <xref ref-type="bibr" rid="ref29">29</xref>
                </sup>
            </p>
            <p>This study aimed to isolate and characterize novel astaxanthin-producing yeast strains obtained from flowers. Furthermore, we investigated the genomic profiles of two chosen astaxanthin-producing yeast strains, namely, 
                <italic toggle="yes">Rhodotorula mucilaginosa</italic> HL26-1 and 
                <italic toggle="yes">Rhodotorula paludigena</italic> LL69-1. Through analysis of their whole-genome sequences and identification of genes associated with astaxanthin synthesis, our objective was to provide comprehensive insights into the repertoire of proteins encoded within their genomes. This endeavor holds promise for elucidating their functional capabilities and igniting excitement about their potential integration as valuable biological resources across a spectrum of biotechnological applications, from the food and feed industries to the pharmaceutical and cosmetic sectors.</p>
        </sec>
        <sec id="sec6" sec-type="methods">
            <title>Methods</title>
            <sec id="sec7">
                <title>Isolation and phenotypic characterization</title>
                <p>We collected eleven flower samples from the residential areas in Lampang Province, Thailand, in April 2022. Samples were randomly cut and collected into a sterile plastic bag through a scissor flame sterilized. After sampling, the flowers were carefully transported as soon as possible to the laboratory at low temperature (4&#x00b0;C) to maintain integrity during transit. Flower identification was conducted on-site by interviewing the owner of the plant and was then identified by one of the co-authors (B.S.). Specimens have been deposited at the Department of Pharmacognosy and Pharmaceutical Botany, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Thailand. Detailed information regarding the samples, specimen number, and their respective collection locations is provided in Table S1. The enrichment method has been used for yeast isolation. One gram of each sample was inoculated into 15 mL of yeast malt (YM) broth medium (10 g/L glucose, 5 g/L peptone, 3 g/L yeast extract, 3 g/L malt extract, pH 5.5). The inoculated media were incubated at 25&#x00b0;C for 3 days. Subsequently, the resulting cultures were streaked onto YM agar medium (pH 5.5) and incubated at 30&#x00b0;C for 5 days. Following incubation, pigmented yeast colonies displaying the desired pink to red hue were meticulously selected and purified on YM agar media using the streak plate method. Each isolate culture was carefully preserved on a YM agar slant at 4&#x00b0;C to facilitate further analysis and experimentation. Carbon assimilation of the strain was performed using the API
                    <sup>&#x00ae;</sup> ID 32 C kit (BioM&#x00e9;rieux, France) according to the manufacturer&#x2019;s instructions. Reactions were visually examined at 72 hours, and then the results were interpreted to be positive or negative based on the presence or absence of turbidity in the carbohydrate wells.</p>
            </sec>
            <sec id="sec8">
                <title>Molecular identification of yeast strains</title>
                <p>

                    <italic toggle="yes">Genomic DNA extraction</italic>
                </p>
                <p>Genomic DNA was extracted from the pure yeast cultures using the glass bead extraction method
                    <sup>
                        <xref ref-type="bibr" rid="ref30">30</xref>
                    </sup> with some modification. Briefly, yeast cells were washed twice with sterilized distilled water and then lysed by vortexing with 0.3 g of 0.45-0.52 mm diameter acid washed glass beads in 200 &#x03bc;L of extraction buffer (comprising 2% (v/v) Triton X-100, 1% (w/v) SDS, 100 mM NaCl, 10 mM Tris-HCl (pH 8.0), and 1 mM EDTA (pH 8.0)) for 5 minutes. The resulting cell-free supernatant was transferred to a new tube and gently mixed with a 2X volume of phenol (Sigma&#x2013;Aldrich
                    <sup>&#x00ae;</sup>, USA, Cat. No. 242322), chloroform (RCI Labscan
                    <sup>&#x00ae;</sup>, Ireland, Cat. No. AR 1027E), and isoamyl alcohol (Sigma&#x2013;Aldrich
                    <sup>&#x00ae;</sup>, USA, Cat. No. 8.22255) at a ratio of 25:24:1. After centrifugation, the supernatant was transferred to a new tube containing 1 mL of absolute ethanol (RCI Labscan
                    <sup>&#x00ae;</sup>, Ireland, Cat. No. AR1069) and stored at -20&#x00b0;C for 20 minutes. The DNA pellet obtained after centrifugation was washed with 500 &#x03bc;L of 70% (v/v) ethanol, dried at 37&#x00b0;C, dissolved in 50 &#x03bc;L of TE buffer, and stored at -20&#x00b0;C until further use.</p>
                <p>

                    <italic toggle="yes">Sequencing of the 26S rRNA gene (D1/D2 domain)</italic>
                </p>
                <p>The 26S rRNA gene within the D1/D2 domain of the large subunit (LSU D1/D2 domain) was amplified by PCR using the primers NL1 (5&#x2032;-GCATATCAATAAGCGGAGGAAAAG-3&#x2032;) and NL4 (5&#x2032;-GGTCCGTGTTTCAAGACGG-3&#x2032;).
                    <sup>
                        <xref ref-type="bibr" rid="ref31">31</xref>
                    </sup> PCR was conducted in a 20 &#x03bc;L volume comprising 2 &#x03bc;L of DNA template, 0.4 &#x03bc;L of each primer (10 pmol/&#x03bc;L), 10 &#x03bc;L of 2X Go Tag Green, and 7.2 &#x03bc;L of distilled water. The amplification process involved an initial denaturation step at 94&#x00b0;C for 3 minutes, followed by 36 cycles of denaturation at 94&#x00b0;C, annealing at 52&#x00b0;C, and extension at 72&#x00b0;C, each for 30 seconds, and a final extension step at 72&#x00b0;C for 5 minutes. Subsequently, the PCR products were purified using a gel/PCR DNA fragment extraction kit (GenepHlow&#x2122;, Geneaid Biotech Ltd., Taiwan). Purified PCR products were sequenced bidirectionally using BT sequencing technology (Celemics Inc., Republic of Korea).</p>
                <p>

                    <italic toggle="yes">Analysis of phylogenetic placement</italic>
                </p>
                <p>The LSU D1/D2 sequences were aligned with those of related species using MUSCLE,
                    <sup>
                        <xref ref-type="bibr" rid="ref32">32</xref>
                    </sup> and any gaps were removed. MEGA11 software
                    <sup>
                        <xref ref-type="bibr" rid="ref33">33</xref>
                    </sup> was used to construct a neighbor-joining (NJ) tree using Kimura&#x2019;s two-parameter model.
                    <sup>
                        <xref ref-type="bibr" rid="ref34">34</xref>
                    </sup> The reliability of the branches was assessed using a bootstrap test with 1000 replicates.
                    <sup>
                        <xref ref-type="bibr" rid="ref35">35</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec9">
                <title>Yeast cultivation for astaxanthin production</title>
                <p>A single loopful of yeast cultured on YM agar was transferred to YM broth (50 mL) in a 250 mL flask and then incubated at 30&#x00b0;C with agitation at 200 rpm for 24 hours. Subsequently, a 5 mL aliquot of this culture was inoculated into fresh YM broth (45 mL) in a 250 mL flask and incubated under the same conditions for 72 hours. Following incubation, the cells were harvested by centrifugation at 4&#x00b0;C and 6,500 &#x00d7; g, for 10 minutes, washed twice with distilled water, and then subjected to lyophilization for drying. Experiments were performed in triplicate. The resultant dry cell weight (DCW) was determined to quantify the cell biomass. Lyophilized cells were used for further analysis of astaxanthin.</p>
            </sec>
            <sec id="sec10">
                <title>Astaxanthin analysis</title>
                <p>

                    <italic toggle="yes">Qualitative analysis of astaxanthin production by thin layer chromatography</italic>
                </p>
                <p>The extraction and qualitative analysis of astaxanthin were performed using a slightly modified method described by Ushakumari and Ramanujan.
                    <sup>
                        <xref ref-type="bibr" rid="ref36">36</xref>
                    </sup> Lyophilized cells (0.01 g DCW) were suspended in 1 mL of acetone (RCI Labscan
                    <sup>&#x00ae;</sup>, Ireland, Cat. No. AR1003) and homogenized using a pestle at room temperature for 3 minutes. The supernatant was collected by centrifugation at 12,300 &#x00d7; g, for 10 minutes. Subsequently, an aliquot (20 &#x03bc;L) of the extract was applied onto a silica gel TLC plate using a capillary tube, alongside an astaxanthin standard. Analytical-grade astaxanthin with purity &#x2265; 98% was purchased from Dayang Chem Co. Ltd. (China) and utilized as a reference standard. Plate development was carried out using acetone:hexane (1:3, v/v) as the mobile phase. Acetone and hexane were purchased from RCI Labscan
                    <sup>&#x00ae;</sup> (Ireland) with Cat. No. of AR1003 and AR1085, respectively. After development, colored bands were directly visualized under visible light and compared with the astaxanthin standard. The 
                    <italic toggle="yes">R
                        <sub>f</sub>
                    </italic> value was calculated to evaluate the migration of pigments on the TLC plate.</p>
                <p>

                    <italic toggle="yes">Quantification of astaxanthin production</italic>
                </p>
                <p>The extraction and measurement of astaxanthin were conducted using previously described methods with slight modifications. According to Li and others
                    <sup>
                        <xref ref-type="bibr" rid="ref37">37</xref>
                    </sup> and Casella,
                    <sup>
                        <xref ref-type="bibr" rid="ref38">38</xref>
                    </sup> absorbance at 530 nm shows a strong linear correlation with astaxanthin content while minimizing interference from other carotenoids; therefore, this wavelength was used for astaxanthin quantification in this study. To extract the intracellular carotenoid content, 50 mg of lyophilized cells were suspended in 5 mL of dimethyl sulfoxide (DMSO; Sigma&#x2013;Aldrich
                    <sup>&#x00ae;</sup>, USA, Cat. No. 34869) and ultrasonicated at 37 kHz and 50&#x00b0;C for 30 minutes using an ultrasonic bath (Elmasonic, E60H model, Germany). The extracts were centrifuged at 12,300 &#x00d7; g for 5 minutes. The extraction process was repeated until the supernatant became colorless. Astaxanthin concentration was determined using a Cary 60 UV&#x2013;Vis spectrophotometer (Agilent) at 530 nm against a DMSO blank. A standard calibration curve was generated using astaxanthin concentration of 0, 0.25, 0.5, 1, 2, 4, 6, and 8 &#x03bc;g/mL prepared in DMSO. Astaxanthin concentrations were calculated based on the standard calibration curve, and the results are presented as the mean of triplicate measurements. Statistical analyses were performed using SPSS software for Windows (version 22). One-way analysis of variance (ANOVA) was applied to evaluate differences among individual factors, and Tukey&#x2019;s multiple range test was used for post hoc pairwise comparisons at a significance level of &#x03b1; = 0.05. Astaxanthin production efficiency among the different strain was compared. The strains, which showed the highest astaxanthin production among their species, were selected for further study.</p>
                <p>

                    <italic toggle="yes">Confirmative analysis of astaxanthin synthesis</italic>
                </p>
                <p>The astaxanthin was extracted and analyzed based on the described method.
                    <sup>
                        <xref ref-type="bibr" rid="ref15">15</xref>
                    </sup> In brief, lyophilized cells (0.05 g dry cell weight) were suspended in 5 mL of DMSO (Sigma&#x2013;Aldrich
                    <sup>&#x00ae;</sup>, USA, Cat. No. 34869), mixed thoroughly, and sonicated at 37 kHz (Elmasonic E60H, Germany) at 55&#x00b0;C for 5 minutes. The mixture was centrifuged at 6,500 &#x00d7; g for 10 minutes and the resultanting supernatant was filtered through a 0.22 &#x03bc;m membrane filter prior to high performance liquid chromatography (HPLC) analysis. HPLC analysis was performed using a UHPLC Nexera X2 system (Shimadzu, Japan) equipped with an LC-30AD binary pump, SIL-30AC autosampler, CTO-20AC column oven and SPD-M30A detector, controlled by LabSolutions chromatography software. Seperation was achieved on a C18 column (GL Science InterSustain, 4.6 mm &#x00d7; 150 mm, 5 &#x03bc;m). The flow rate was set at 0.5 mL/minutes from 0.00 to 3.00 minutes and increased to 1.0 mL/minutes from 3.01 to 20.00 minutes. The detection wavelength was 480 nm, the column temperature was maintained at 30&#x00b0;C, and the injection volume was 5 &#x03bc;L. The mobile phase consisted of methanol (RCI Labscan
                    <sup>&#x00ae;</sup>, Ireland, Cat. No. LC1115)/acetonitrile (RCI Labscan
                    <sup>&#x00ae;</sup>, Ireland, Cat. No. LC1005)/ethyl acetate (RCI Labscan
                    <sup>&#x00ae;</sup>, Ireland, Cat. No. LC1070)/formic acid (Sigma&#x2013;Aldrich
                    <sup>&#x00ae;</sup>, USA, Cat. No. 5.43804) (75.9:12:12:0.1, v/v) (solvent A) and methanol (solvent B).</p>
            </sec>
            <sec id="sec11">
                <title>Whole-genome sequencing and analysis</title>
                <p>
The whole genome was sequenced using the paired-end (PE) 150 method on the Illumina HiSeq Xten/Novaseq/MGI2000 platform at Vishuo Biomedical Pte. Ltd., Beijing, China. The single-end reads were processed to eliminate adapters and low-quality bases using Fastp (v0.23.0). The resulting data were then assembled into contigs using Velvet de Novo assembler version 1.2.10.
                    <sup>
                        <xref ref-type="bibr" rid="ref39">39</xref>,
                        <xref ref-type="bibr" rid="ref40">40</xref>
                    </sup> Subsequently, the contigs were assembled into scaffolds using SSPACE (version 3.0),
                    <sup>
                        <xref ref-type="bibr" rid="ref41">41</xref>
                    </sup> and the gaps were filled using GapFiller (versions 1&#x2013;10).
                    <sup>
                        <xref ref-type="bibr" rid="ref42">42</xref>
                    </sup> Gene prediction was performed using Augustus version 3.3.
                    <sup>
                        <xref ref-type="bibr" rid="ref43">43</xref>
                    </sup> The coding genes were annotated using the National Center for Biotechnology Information (NCBI) NR database via BLAST. Subsequently, gene function prediction was carried out using the Kyoto Encyclopedia of Genes and Genomes (KEGG)
                    <sup>
                        <xref ref-type="bibr" rid="ref44">44</xref>
                    </sup> and KofamKOALA tools, employing default settings and considering all hits (
                    <ext-link ext-link-type="uri" xlink:href="https://www.genome.jp/kegg/">https://www.genome.jp/kegg/</ext-link>).
                    <sup>
                        <xref ref-type="bibr" rid="ref45">45</xref>
                    </sup> Proksee (
                    <ext-link ext-link-type="uri" xlink:href="https://proksee.ca/">https://proksee.ca/</ext-link>) was used to generate the circular genome map, and OrthoVenn (
                    <ext-link ext-link-type="uri" xlink:href="https://orthovenn3.bioinfotoolkits.net/">https://orthovenn3.bioinfotoolkits.net/</ext-link> start/db) was used to create the Venn diagram. The Kostas Lab web-based tool (
                    <ext-link ext-link-type="uri" xlink:href="http://enve-omics.ce.gatech.edu/">http://enve-omics.ce.gatech.edu/</ext-link>) was used to analyze the average nucleotide identity (ANI) values.
                    <sup>
                        <xref ref-type="bibr" rid="ref46">46</xref>
                    </sup>
                </p>
            </sec>
        </sec>
        <sec id="sec12" sec-type="results">
            <title>Results</title>
            <sec id="sec13">
                <title>Isolation and identification of yeast strains</title>
                <p>Twenty-three yeasts were isolated from the 11 flower samples collected (Table S1). Among them, 12 isolates exhibited pigmented colonies with the desired coloration ranging from pink to orange. All isolates were subjected to identification at the molecular operational taxonomic unit (MOTU) level by sequencing of the 26S rRNA gene (LSU D1/D2 domain), followed by species assignment via comparison with entries in the NCBI GenBank database using the BLASTn program. Consequently, all 12 pigment yeast strains were identified as basidiomycetous yeasts (Table S1), with two species belonging to the 
                    <italic toggle="yes">Rhodotorula</italic> genus: 
                    <italic toggle="yes">Rhodotorula paludigena</italic> (9 strains) and 
                    <italic toggle="yes">Rhodotorula mucilaginosa</italic> (3 strains). The remaining 11 strains were classified into four species of Basidiomycota&#x2014;
                    <italic toggle="yes">Cryptococcus heveanensis</italic> (1 strain), 
                    <italic toggle="yes">Pseudozyma aphidis</italic> (2 strains), 
                    <italic toggle="yes">Pseudozyma hubeiensis</italic> (1 strain), and 
                    <italic toggle="yes">Pseudozyma siamensis</italic> (1 strain)&#x2014;and five species of Ascomycota&#x2014;
                    <italic toggle="yes">Candida parapsilosis</italic> (1 strain), 
                    <italic toggle="yes">Metschnikowia koreensis</italic> (1 strain), 
                    <italic toggle="yes">Saccharomyces cerevisiae</italic> (2 strains), 
                    <italic toggle="yes">Wickerhamiella infanticola</italic> (1 strain), and 
                    <italic toggle="yes">Debaryomyces nepalensis</italic> (1 strain).</p>
            </sec>
            <sec id="sec14">
                <title>Qualitative analysis of astaxanthin production by thin layer chromatography</title>
                <p>A total of twelve pigmented strains were selected for qualitative analysis of astaxanthin production using thin-layer chromatography (TLC) technique. Astaxanthin, a red carotenoid, was directly visualized on the TLC plates without derivatization. Comparison with the astaxanthin standard revealed a corresponding band in all extracts. TLC analysis showed the presence of several pigment bands in the extracts. Astaxanthin was identified by comparing the 
                    <italic toggle="yes">R
                        <sub>f</sub>
                    </italic> value and coloration of the sample band with those of the astaxanthin standard analyzed under identical chromatographic conditions. The astaxanthin bands from all strains migrated within narrow 
                    <italic toggle="yes">R
                        <sub>f</sub>
                    </italic> range centered around 0.28, corresponding to the 
                    <italic toggle="yes">R
                        <sub>f</sub>
                    </italic> value of the astaxanthin standard. Minor variations in 
                    <italic toggle="yes">R
                        <sub>f</sub>
                    </italic> values were observed; however, all astaxanthin bands matched the standard, confirming the presence of astaxanthin in all tested yeast strains (
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>). Based on these results, all yeast strains were selected for further quantitative analysis of astaxanthin content.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>Thin layer chromatography (TLC) of an acetone extract of pigment isolated yeasts and astaxanthin standard on Silica gel G plate using a mixture of acetone and hexane (ratio of 1:3 (v/v)) as the mobile phase.</title>
                        <p>The presence of astaxanthin band of 
                            <italic toggle="yes">R. paludigena</italic> strain TL35-3, HL55-2, TL35-4, and TL35-6 (a), strain LL69-1, IL45-1, IL45-2-1, HL55-1, HL55 (b), and 
                            <italic toggle="yes">R. mucilaginosa</italic> strain TL35-2, AL44-2, and HL26-1 (c).</p>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/194508/6ceda381-f544-458b-ad38-c9b11541d571_figure1.gif"/>
                </fig>
            </sec>
            <sec id="sec15">
                <title>Quantification of astaxanthin production</title>
                <p>Twelve yeast strains exhibiting positive results in TLC analysis for astaxanthin were subjected to quantitative analysis using spectrophotometry. Intracellular astaxanthin was extracted from powdery cells using the conventional DMSO extraction method
                    <sup>
                        <xref ref-type="bibr" rid="ref37">37</xref>
                    </sup> coupled with sound energy via an ultrasonic bath to enhance cell disruption efficiency.
                    <sup>
                        <xref ref-type="bibr" rid="ref47">47</xref>
                    </sup> In the 
                    <italic toggle="yes">R. mucilaginosa</italic> strains, the astaxanthin content ranged from 23.99 &#x00b1; 0.22 to 104.98 &#x00b1; 0.13 &#x03bc;g/g DCW, with yields ranging from 0.1991 &#x00b1; 0.0021 to 0.9280 &#x00b1; 0.0012 mg/L (
                    <xref ref-type="fig" rid="f2">
Figure 2</xref>). Moreover, several 
                    <italic toggle="yes">R. paludigena</italic> strains exhibited astaxanthin contents and yields ranging from 47.99 &#x00b1; 0.11 to 251.78 &#x00b1; 0.27 &#x03bc;g/g DCW and from 0.3589 &#x00b1; 0.0009 to 1.8632 &#x00b1; 0.0023 mg/L, respectively (
                    <xref ref-type="fig" rid="f2">
Figure 2</xref>). Strain LL69-1 demonstrated the highest astaxanthin production of 
                    <italic toggle="yes">R. paludigena</italic>, with an astaxanthin content of 251.78 &#x00b1; 0.27 &#x03bc;g/g DCW and a yield of 1.8632 &#x00b1; 0.0023 mg/L. Meanwhile, 
                    <italic toggle="yes">R. mucilaginosa</italic> strain HL26-1, the highest producer of its species, which yielded 104.98 &#x00b1; 0.13 &#x03bc;g/g DCW and 0.9280 &#x00b1; 0.0012 mg/L.</p>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>
Figure 2. </label>
                    <caption>
                        <title>Quantitative analysis of astaxanthin production by 3 
                            <italic toggle="yes">R. mucilaginosa</italic> strains (AL44-2, TL35-2, and HL26-1) and 9 
                            <italic toggle="yes">R. paludigena</italic> strains (TL35-5, TL35-4, TL35-6, HL55, HL55-1, HL55-2, IL45-2-1, IL45-4, and LL69-1).</title>
                        <p>The results are obtained from three replicate experiments and reported as the average value &#x00b1; standard deviation (SD) for n = 3, with different letters indicating significant difference (
                            <italic toggle="yes">p</italic> &lt; 0.05 one-way analysis of variance (ANOVA)).</p>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/194508/6ceda381-f544-458b-ad38-c9b11541d571_figure2.gif"/>
                </fig>
            </sec>
            <sec id="sec16">
                <title>Confirmative analysis of astaxanthin synthesis in selected astaxanthin-producing strains</title>
                <p>The ability of two astaxanthin-producing yeasts, 
                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                    <italic toggle="yes">R. paludigena</italic> LL69-1, to synthesize astaxanthin was confirmed by high-performance liquid chromatography (HPLC). The HPLC chromatogram of both strains exhibited peaks corresponding to astaxanthin when compared with a 10 ppm astaxanthin standard. The retention times of the predominant peaks were observed at 2.061 minutes for strain HL26-1 and 2.211 minutes for strain LL69-1. Astaxanthin was identified by comparing the retention times of the sample peaks with that of the authentic astaxanthin standard. In addition, spiking the sample extracts with the astaxanthin standard resulted in a proportional increase in the corresponding peak area without the appearance of additional peaks, confirming the identity of astaxanthin. Representative HPLC chromatograms of the standard, samples, and spiked samples are shown in Supplementary Figure S1. These results demonstrate that both HL26-1 and LL69-1 are capable of astaxanthin production.</p>
            </sec>
            <sec id="sec17">
                <title>General features of the 
                    <italic toggle="yes">R. paludigena</italic> LL69-1 and 
                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1 genomes</title>
                <p>The genome assembly statistics for the two astaxanthin-producing yeasts, 
                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                    <italic toggle="yes">R. paludigena</italic> LL69-1, are presented in 
                    <xref ref-type="table" rid="T1">
Table 1</xref>. The assembly of 
                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1 resulted in 107 scaffolds, with the giant scaffold spanning 853,611 base pairs (bp). The N50 length of the scaffolds was 193,129 bp, with a GC content of 60.12% and a genome size of 18.78 Mbp. Conversely, 
                    <italic toggle="yes">R. paludigena</italic> LL69-1 had a genome size of 20.99 Mbp, with a GC content of 63.82%. Its assembly comprised 107 scaffolds with an N50 value of 476521 bp and an L50 value of 24 scaffolds. The largest scaffold in LL69-1 was 1,230,191 bp, whereas the shortest was 524 bp. Circular genomics of the HL26-1 and LL69-1 genomes, illustrating the open reading frame (ORF) positions, GC content, and GC skew of each strain, are depicted in 
                    <xref ref-type="fig" rid="f3">
Figure 3</xref>. The whole-genome sequences of 
                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                    <italic toggle="yes">R. paludigena</italic> LL69-1 were deposited in the NCBI/GenBank database (
                    <ext-link ext-link-type="uri" xlink:href="http://www.ncbi.nlm.nih.gov">http://www.ncbi.nlm.nih.gov</ext-link>), associated with the BioProject identities PRJNA1025132 and PRJNA1025134, BioSample numbers SAMN37714267 and SAMN37714269, and GenBank accession numbers JAZBNE000000000 and JAWJBI000000000, respectively.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Assembly statistics of the 
                            <italic toggle="yes">R. paludigena</italic> HL26-1 and 
                            <italic toggle="yes">R. mucilaginosa</italic> LL69-1 genomes.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="2" valign="top">Features</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">Strains</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">

                                    <italic toggle="yes">R. paludigena</italic> LL69-1</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Genome assembly size (bp)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">18,775,076</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">20,987,037</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Max length (bp)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">853,611</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1,230,191</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Number of scaffolds</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">107</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">154</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">N50 (bp)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">193,129</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">476,521</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">GC (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">60.12</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">63.82</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Predicted protein-coding gene</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5,711</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6,782</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>
Figure 3. </label>
                    <caption>
                        <title>Circular genomic map of 
                            <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                            <italic toggle="yes">R. paludigena</italic> LL69-1 displaying the following information: GC content in orange, GC skew (+) in blue, GC skew (-) in purple, and open reading frames (ORFs) in green.</title>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/194508/6ceda381-f544-458b-ad38-c9b11541d571_figure3.gif"/>
                </fig>
            </sec>
            <sec id="sec18">
                <title>Phylogenetic and average nucleotide identity (ANI) analysis of strains</title>
                <p>
Figure S2 depicts a phylogenetic tree using the D1/D2 domains of the large subunit sequences obtained in this study and those available in the NCBI nucleotide database. This analysis confirmed the phylogenetic relationship between these pigmented yeasts and other related species. 
                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                    <italic toggle="yes">R. paludigena</italic> LL69-1 were clustered within the same clade as their closest-type strains, 
                    <italic toggle="yes">R. mucilaginosa</italic> CBS316
                    <sup>T</sup> and 
                    <italic toggle="yes">R. paludigena</italic> CBS6566
                    <sup>T</sup>, respectively, with 100% bootstrap support.</p>
                <p>Moreover, we conducted an average nucleotide identity (ANI) analysis, a crucial step in assessing the phylogenomic relationships between the two astaxanthin-producing yeasts and other 
                    <italic toggle="yes">Rhodotorula</italic> species. The pairwise ANI values of the whole genomes of 
                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1, 
                    <italic toggle="yes">R. paludigena</italic> LL69-1, and the other 
                    <italic toggle="yes">Rhodotorula</italic> species varied (Supplementary Figure S3).</p>
            </sec>
            <sec id="sec19">
                <title>Functional genome annotation and comparative analysis of putative gene families associated with astaxanthin biosynthesis</title>
                <p>According to annotation results from the National Center for Biotechnology Information (NCBI) database, the draft genome sequence of 
                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1 comprises 5,711 protein-encoding genes, while 
                    <italic toggle="yes">R. paludigena</italic> LL69-1 was predicted to contain approximately 6,782 coding genes. The Venn diagram in 
                    <xref ref-type="fig" rid="f4">
Figure 4</xref> illustrates the genetic variations and distinct characteristics that differentiate the genomes of HL26-1 and LL69-1 from those of closely related species. The protein-coding sequences of HL26-1 and LL69-1, along with those of three other 
                    <italic toggle="yes">Rhodotorula</italic> species (
                    <italic toggle="yes">R. kratochvilovae</italic> CBS 7436, 
                    <italic toggle="yes">R. mucilaginosa</italic> GDMCC2.30, and 
                    <italic toggle="yes">R. paludigena</italic> P4R5), were compared to examine the similarity of their protein sequences. This comparison revealed that 
                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1, 
                    <italic toggle="yes">R. kratochvilovae</italic> CBS 7436
                    <italic toggle="yes">, R. mucilaginosa</italic> GDMCC2.30, and 
                    <italic toggle="yes">R. paludigena</italic> P4R5 possess 15, 84, 13, and 89 proteins, respectively, which are exclusive to their respective species or strains. Additionally, 11, 85, 35, and 36 protein families were identified as being species- or strain-specific for 
                    <italic toggle="yes">R. paludigena</italic> LL69-1, 
                    <italic toggle="yes">R. kratochvilovae</italic> CBS 7436
                    <sup>T</sup>
                    <italic toggle="yes">, R. mucilaginosa</italic> GDMCC2.30, and 
                    <italic toggle="yes">R. paludigena</italic> P4R, respectively.</p>
                <fig fig-type="figure" id="f4" orientation="portrait" position="float">
                    <label>
Figure 4. </label>
                    <caption>
                        <title>Venn diagram displaying the presence of conserved and specific proteins among 
                            <italic toggle="yes">Rhodotorula mucilaginosa</italic> HL26-1 (a) or 
                            <italic toggle="yes">R. paludigena</italic> LL69-1 (b) and 
                            <italic toggle="yes">R. kratochvilovae</italic> CBS 7436, 
                            <italic toggle="yes">R. mucilaginosa</italic> GDMCC2.30, and 
                            <italic toggle="yes">R. paludigena</italic> P4R5.</title>
                    </caption>
                    <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/194508/6ceda381-f544-458b-ad38-c9b11541d571_figure4.gif"/>
                </fig>
                <p>KEGG metabolic pathway analysis categorized a total of 2,795 (52.1%) protein-coding genes of HL26-1 into four major groups: metabolism (951 genes), genetic information processing (682 genes), cellular activities (225 genes), and environmental information processing (137 genes). Within the LL69-1 dataset, 3,303 protein-coding genes (48.7%) were subjected to KEGG analysis and classified into four major categories: metabolism (1,064 genes), genetic information processing (734 genes), cellular activities (245 genes), and environmental information processing (168 genes).</p>
                <p>The putative gene families associated with astaxanthin biosynthesis in strains HL26-1 and LL69-1 were determined (
                    <xref ref-type="table" rid="T2">
Table 2</xref>). The pathway of astaxanthin synthesis was divided into two main sections: one that creates the basic building blocks called terpenoids, which are important natural substances, and another that specifically produces astaxanthin.</p>
                <table-wrap id="T2" orientation="portrait" position="float">
                    <label>
Table 2. </label>
                    <caption>
                        <title>Putative gene families associated with astaxanthin biosynthesis in 
                            <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                            <italic toggle="yes">R. paludigena</italic> LL69-1.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="2" valign="top">Pathways</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">Putative genes</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">Enzyme product (KEGG orthologs number, EC number)</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">LL69-1</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">HL26-1</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Scaffold ID</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">E-value
</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Scaffold ID</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
E-value
</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="10" valign="top">Terpenoid backbone biosynthesis</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">ACAT</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Acetyl-CoA acetyltransferase (K00626, EC:2.3.1.9)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold13.g2648</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.1&#x00d7;10
                                    <sup>&#x2212;168</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold38.g4472</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5.1&#x00d7;10
                                    <sup>&#x2212;172</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">HMGCS</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hydroxymethylglutaryl-CoA synthase (K01641, EC:2.3.3.10)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold18.g3608</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.1&#x00d7;10
                                    <sup>&#x2212;197</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold33.g3151</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.4&#x00d7;10
                                    <sup>&#x2212;194</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">HMGCR</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Hydroxymethylglutaryl-CoA reductase (K00021, EC:1.1.1.34)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffole80.g6723</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.0&#x00d7;10
                                    <sup>&#x2212;296</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold61.g2990</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">9.1&#x00d7;10
                                    <sup>&#x2212;298</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">MVD</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Mevalonate kinase (K00869, EC:2.7.1.36)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold13.g2759</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.5&#x00d7;10
                                    <sup>&#x2212;108</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold39.g1654</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.3&#x00d7;10
                                    <sup>&#x2212;103</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">PMK</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Phosphomevalonate kinase (K00938, EC:2.7.4.2)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold13.g2880</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.2&#x00d7;10
                                    <sup>&#x2212;122</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold38.g4446</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.0&#x00d7;10
                                    <sup>&#x2212;121</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">DPMDC</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Diphosphomevalonate decarboxylase (K01597, EC:4.1.1.33)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold58.g6593</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.1&#x00d7;10
                                    <sup>&#x2212;150</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Undetectable</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">IDI</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Isopentenyl-diphosphate delta isomerase (K01823, EC:5.3.3.2)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold13.g2706</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.5&#x00d7;10
                                    <sup>&#x2212;67</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold39.g1606</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.8&#x00d7;10
                                    <sup>&#x2212;68</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">GGDPS</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Geranylgeranyl diphosphate synthase (K00804, EC:2.5.1.1 2.5.1.10 2.5.1.29)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold4.g827</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.0&#x00d7;10
                                    <sup>&#x2212;149</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold103.g709</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5.6&#x00d7;10
                                    <sup>&#x2212;148</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">FDPS</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Farnesyl diphosphate synthase (K00787, EC:2.5.1.1 2.5.1.10)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold14.g3047</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.1&#x00d7;10
                                    <sup>&#x2212;154</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold77.g4986</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.3&#x00d7;10
                                    <sup>&#x2212;155</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">CrtE</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Geranylgeranyl pyrophosphate synthase (K05355, EC:2.5.1.82 2.5.1.83)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold1.g227</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.2&#x00d7;10
                                    <sup>&#x2212;168</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold17.g303</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.0&#x00d7;10
                                    <sup>&#x2212;171</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="4" valign="top">Astaxanthin biosynthesis</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">CrtYB</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Phytoene synthase/lycopene beta-cyclase (K17841, EC:2.5.1.32 5.5.1.19)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold3.g680</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.9&#x00d7;10
                                    <sup>&#x2212;183</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold38.g4383</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.5&#x00d7;10
                                    <sup>&#x2212;170</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">CrtI</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Phytoene desaturase (K15745, EC:1.3.99.30)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold3.g682</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.8&#x00d7;10
                                    <sup>&#x2212;234</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold38.g4386</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">9.8&#x00d7;10
                                    <sup>&#x2212;237</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">CrtS</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Beta-carotene 4-ketolase/3-hydroxylase (K23037, EC:1.14.99.63 1.14.15.24 1.14.99.-)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold27.g4592</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.5&#x00d7;10
                                    <sup>&#x2212;81</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold49.g3491</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6.2&#x00d7;10
                                    <sup>&#x2212;73</sup>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">
                                    <italic toggle="yes">CrtR</italic>
</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Cytochrome P450 (K14338, EC:1.14.14.1 1.6.2.4)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold6.g1523</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.4&#x00d7;10
                                    <sup>&#x2212;68</sup>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">Scaffold42.g2465</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.9&#x00d7;10
                                    <sup>&#x2212;70</sup>
                                </td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>The key genes associated with terpenoid biosynthesis discovered in the genomes of both strains were 
                    <italic toggle="yes">ACAT</italic> (acetyl-CoA acetyltransferase), 
                    <italic toggle="yes">HMGCS</italic> (hydroxymethylglutaryl-CoA synthase), 
                    <italic toggle="yes">HMGCR</italic> (hydroxymethylglutaryl-CoA reductase), 
                    <italic toggle="yes">MVD</italic> (mevalonate kinase), 
                    <italic toggle="yes">PMK</italic> (phosphomevalonate kinase), 
                    <italic toggle="yes">IDI</italic> (isopentenyl-diphosphate delta isomerase), 
                    <italic toggle="yes">GGDPS</italic> (geranylgeranyl diphosphate synthase), 
                    <italic toggle="yes">FDPS</italic> (farnesyl diphosphate synthase), and 
                    <italic toggle="yes">CrtE</italic> (geranylgeranyl pyrophosphate synthase). The diphosphomevalonate decarboxylase (
                    <italic toggle="yes">DPMDC</italic>) gene has only been found in strain LL69-1. The multiple gene involved in astaxanthin biosynthesis were annotated in the genomes of both strains, including the 
                    <italic toggle="yes">CrtYB</italic> (phytoene synthase/lycopene beta-cyclase), 
                    <italic toggle="yes">CrtI</italic> (phytoene desaturase), 
                    <italic toggle="yes">CrtS</italic> (beta-carotene 4-ketolase/3-hydroxylase), and 
                    <italic toggle="yes">CrtR</italic> (cytochrome P450) genes.</p>
            </sec>
        </sec>
        <sec id="sec20" sec-type="discussion">
            <title>Discussion</title>
            <p>The pigmented yeast in the genus 
                <italic toggle="yes">Rhodotorula</italic> is well established in yeast biotechnology applications and holds promise in numerous industrial sectors, including biofuels, carotenoids, enzymes, bioremediation, cosmetics, and biocontrol agents.
                <sup>
                    <xref ref-type="bibr" rid="ref48">48</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref51">51</xref>
                </sup> Recently, some 
                <italic toggle="yes">Rhodotorula</italic> species have exhibited unique abilities to naturally generate astaxanthin, a red pigment with excellent antioxidant activity. These species include 
                <italic toggle="yes">R. paludigena</italic>,
                <sup>
                    <xref ref-type="bibr" rid="ref15">15</xref>,
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> 
                <italic toggle="yes">R. sampaioana</italic>,
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> 
                <italic toggle="yes">Rhodotorula mucilaginosa</italic>,
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup> and 
                <italic toggle="yes">R. toruloides</italic>.
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>,
                    <xref ref-type="bibr" rid="ref14">14</xref>
                </sup> Several 
                <italic toggle="yes">Rhodotorula</italic> species have been isolated in this study. The most prevalent was 
                <italic toggle="yes">R. paludigena</italic> (75%), which was found in the African marigold, pink West Indian jasmine, yellow hibiscus, and lantana flower samples. The remaining three 
                <italic toggle="yes">R. mucilaginosa</italic> strains were isolated from flower samples of yellow West Indian jasmine, marigold, and hydrangea. The 
                <italic toggle="yes">Rhodotorula</italic> genus is widespread and commonly found in diverse natural habitats, including nectar and floral tissue.
                <sup>
                    <xref ref-type="bibr" rid="ref28">28</xref>,
                    <xref ref-type="bibr" rid="ref52">52</xref>,
                    <xref ref-type="bibr" rid="ref53">53</xref>
                </sup> Earlier studies reported several flower-isolated pigmented yeasts had the ability to produce carotenoid pigment. 
                <italic toggle="yes">R. paludigena</italic> SP9-15 isolated from Zinnia flowers (
                <italic toggle="yes">Zinnia violacea</italic> Cav.), 
                <italic toggle="yes">R. paludigena</italic> TL35-5 that inhabited Marigold flowers (
                <italic toggle="yes">Tagetes erecta</italic>), 
                <italic toggle="yes">Rhodotorula</italic> sp. CP72-2 isolated from 
                <italic toggle="yes">Calotropis gigantea</italic> flowers, 
                <italic toggle="yes">R. sampaioana</italic> PL61-2 isolated from white desert rose flowers (
                <italic toggle="yes">Plumeria obtusa</italic>), and 
                <italic toggle="yes">Rhodosporidiobolus ruineniae</italic> SP3-3/4 Red Cat&#x2019;s Tail (
                <italic toggle="yes">Acalypha hispida</italic> Burm.f.) flower exhibited astaxanthin production.
                <sup>
                    <xref ref-type="bibr" rid="ref15">15</xref>,
                    <xref ref-type="bibr" rid="ref16">16</xref>,
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup> Moreover, the &#x03b2;-carotene-producing strain, 
                <italic toggle="yes">R. graminis</italic> TY-99, isolated from flowers, was efficient for SCP production from waste milk.
                <sup>
                    <xref ref-type="bibr" rid="ref54">54</xref>
                </sup>
            </p>
            <p>Three investigation techniques were implemented to assess the capacity to generate astaxanthin. In the prescreening step, the TLC technique is considered reliable and accurate. Additionally, several studies have widely used TLC to confirm the presence of astaxanthin.
                <sup>
                    <xref ref-type="bibr" rid="ref55">55</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref57">57</xref>
                </sup> For the specific quantification of astaxanthin, spectrophotometry has been used.
                <sup>
                    <xref ref-type="bibr" rid="ref37">37</xref>,
                    <xref ref-type="bibr" rid="ref38">38</xref>,
                    <xref ref-type="bibr" rid="ref58">58</xref>
                </sup> Meanwhile, high-performance liquid chromatography (HPLC) has been used as a qualitative confirmative analysis technique for astaxanthin synthesis. All twelve 
                <italic toggle="yes">Rhodotorula</italic> strains identified in this study had the capability to synthesize astaxanthin, a distinctive and uncommon trait among this genus. Nine strains of 
                <italic toggle="yes">R. paludigena</italic> exhibited astaxanthin contents ranging from 47.99 &#x00b1; 0.11 to 251.78 &#x00b1; 0.27 &#x03bc;g/g DCW and yields ranging from 0.3589 &#x00b1; 0.0009 to 1.8632 &#x00b1; 0.0023 mg/L, respectively. Meanwhile, the astaxanthin content was between 23.99 &#x00b1; 0.22 and 104.98 &#x00b1; 0.13 &#x03bc;g/g DCW, and the yields were between 0.1991 &#x00b1; 0.0021 and 0.9280 &#x00b1; 0.0012 mg/L for three 
                <italic toggle="yes">R. mucilaginosa</italic> strains. Notably
                <italic toggle="yes">, R. paludigena</italic> LL69-1 exhibited the highest astaxanthin production, with an astaxanthin content and yield of 251.78 &#x00b1; 0.27 &#x03bc;g/g DCW and 1.8632 &#x00b1; 0.0023 mg/L, respectively, surpassing strain HL26-1, the highest producer of the 
                <italic toggle="yes">R. mucilaginosa</italic> species, which yielded 104.98 &#x00b1; 0.13 &#x03bc;g/g DCW of astaxanthin and 0.9280 &#x00b1; 0.0012 mg/L of yield. These findings suggest that the ability to produce astaxanthin is species independent, as varying results have been obtained from diverse strains of the same species.</p>
            <p>A comparison of the astaxanthin yield (mg/L) among the strains investigated in this study revealed that 
                <italic toggle="yes">R. paludigena</italic> LL69-1 exhibited the highest astaxanthin production (1.86 mg/L) under the tested, non-optimized culture conditions. This yield was higher than those reported of other wild-type yeast strains cultivated under comparable or non-optimized conditions, such as 
                <italic toggle="yes">Phaffia rhodozyma</italic> (0.2-0.4 mg/L)
                <sup>
                    <xref ref-type="bibr" rid="ref59">59</xref>
                </sup> and 
                <italic toggle="yes">R. toruloides</italic> (0.93 mg/L),
                <sup>
                    <xref ref-type="bibr" rid="ref60">60</xref>
                </sup> indicating the promising potential of strain LL69-1 as a natural astaxanthin-producing yeast. However, the astaxanthin production of LL69-1 remains lower than that of many natural or genetically modified strains cultivated under optimized conditions.
                <sup>
                    <xref ref-type="bibr" rid="ref61">61</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref62">62</xref>
                </sup> For example, 
                <italic toggle="yes">Phaffia rhodozyma</italic> 7B12 (originated from 
                <italic toggle="yes">P. rhodozyma</italic> Past-1) produced 7.71 mg/L astaxanthin when cultivated in an optimal nitrogen medium consisting of 0.28 g/L (NH
                <sub>4</sub>)
                <sub>2</sub>SO
                <sub>4</sub>, 0.49 g/L KNO
                <sub>3</sub>, and 1.19 g/L beef extract.
                <sup>
                    <xref ref-type="bibr" rid="ref61">61</xref>
                </sup> The wild strain 
                <italic toggle="yes">Xanthophyllomyces dendrorhous</italic> TISTR 5730 grown in mustard waste precipitated hydrolysate (MPH) under optimal conditions gave the astaxanthin yield of 25.8 mg/L,
                <sup>
                    <xref ref-type="bibr" rid="ref62">62</xref>
                </sup> while the 
                <italic toggle="yes">X. dendrorhous</italic> strain DW6 produced 374.3 mg/L of astaxanthin using cane molasses in a two-stage pH fermentation system.
                <sup>
                    <xref ref-type="bibr" rid="ref63">63</xref>
                </sup> Similarly, higher astaxanthin yields have been reported for other 
                <italic toggle="yes">Rhodotorula</italic> strains under optimized conditions, including 
                <italic toggle="yes">Rhodotorula</italic> sp. CP72-2 (4.13 mg/L)
                <sup>
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup> and 
                <italic toggle="yes">Rhodotorula paludigena</italic> SP9-15 (6.67 mg/L).
                <sup>
                    <xref ref-type="bibr" rid="ref15">15</xref>
                </sup> These comparisons highlight that, although LL69-1 demonstrated the highest astaxanthin yield among the strains examined in this study under the tested conditions, further optimization of culture parameters is essential to enhance its production capacity. Moreover, additional genetic and metabolic information related to astaxanthin biosynthesis in 
                <italic toggle="yes">R. paludigena</italic> and 
                <italic toggle="yes">R. mucilaginosa</italic> is needed to support future strain improvement and process optimization.</p>
            <p>The genomic information of two recently obtained astaxanthin-producing yeasts, 
                <italic toggle="yes">R. paludigena</italic> LL69-1 and 
                <italic toggle="yes">R. mucilaginosa</italic> HL26-1, is presented here. The genome sizes of 
                <italic toggle="yes">R. paludigena</italic> LL69-1 and 
                <italic toggle="yes">R. mucilaginosa</italic> HL26-1 were 18.78 Mbp with a GC content of 60.12% and 20.99 Mbp with a GC content of 63.82%, respectively. These findings align with the genome sizes of other pigmented yeast species such as 
                <italic toggle="yes">R. paludigena</italic> SP9-15 (20.92 Mbp),
                <sup>
                    <xref ref-type="bibr" rid="ref15">15</xref>
                </sup> 
                <italic toggle="yes">R. paludigena</italic> TL35-5 (20.98 Mbp),
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> 
                <italic toggle="yes">R. sampaioana</italic> PL61-2,
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> 
                <italic toggle="yes">R. glutinis</italic> ZHK (21.8 Mbp),
                <sup>
                    <xref ref-type="bibr" rid="ref64">64</xref>
                </sup> 
                <italic toggle="yes">R. glutinis</italic> X-20 (21.85 Mbp),
                <sup>
                    <xref ref-type="bibr" rid="ref65">65</xref>
                </sup> 
                <italic toggle="yes">R. toruloides</italic> VN1 (20.01 Mbp),
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>
                </sup> and 
                <italic toggle="yes">R. mucilaginosa</italic> RIT389 (19.66 Mbp).
                <sup>
                    <xref ref-type="bibr" rid="ref66">66</xref>
                </sup> On the whole genome level, 
                <italic toggle="yes">R. mucilaginosa</italic> HL26-1 has the highest average nucleotide identity of 99.75% to 
                <italic toggle="yes">R. mucilaginosa</italic> strain JY1105. Similarly, the ANI of 
                <italic toggle="yes">R. paludigena</italic> LL69-1 was greater at 99.58 than that of the nearest species, 
                <italic toggle="yes">R. paludigena</italic> CM33. These high ANI values, typically &#x2265; 95%, underscore a strong correlation with other biological data, suggesting that the two yeasts likely belong to the same species.
                <sup>
                    <xref ref-type="bibr" rid="ref67">67</xref>
                </sup> Comparative genomic analysis revealed that the predicted number of protein-encoding genes of 
                <italic toggle="yes">R. mucilaginosa</italic> HL26-1 is 5,711. In contrast, 
                <italic toggle="yes">R. paludigena</italic> LL69-1 was predicted to contain approximately 6,782 coding genes. This result indicates that organisms of different species commonly possess varying quantities of protein-coding genes. In addition, critical genes involved in the terpenoid backbone and astaxanthin biosynthesis of these yeasts were analyzed based on functional genome annotation. All essential genes involved in terpenoid biosynthesis pathways were identified in the genomes of 
                <italic toggle="yes">R. paludigena</italic> LL69-1 and strain HL26-1, except for the diphosphomevalonate decarboxylase gene (
                <italic toggle="yes">DPMDC</italic>), which was not found in strain HL26-1. This error may have occurred during the genome sequencing procedure. An estimated 0.1&#x2013;1% of processed bases will be sequenced incorrectly.
                <sup>
                    <xref ref-type="bibr" rid="ref68">68</xref>
                </sup>
            </p>
            <p>For the putative candidate astaxanthin synthesis-associated genes, the 
                <italic toggle="yes">CrtYB</italic> (phytoene synthase/lycopene beta-cyclase), 
                <italic toggle="yes">CrtI</italic> (phytoene desaturase), 
                <italic toggle="yes">CrtS</italic> (beta-carotene 4-ketolase/3-hydroxylase), and 
                <italic toggle="yes">CrtR</italic> (cytochrome P450) genes were identified and annotated in the genomes of both strains. The enzymes phytoene synthase/lycopene beta-cyclase and phytoene desaturase, encoded by 
                <italic toggle="yes">CrtYB</italic> and 
                <italic toggle="yes">CrtI</italic>, respectively, play important roles in the biosynthesis of beta-carotene, which is the precursor of astaxanthin synthesis. 
                <italic toggle="yes">Rhodotorula</italic> species commonly produce &#x03b2;-carotene, torulene, and torularhodin at different ratios.
                <sup>
                    <xref ref-type="bibr" rid="ref69">69</xref>
                </sup> Additionally, we found that 
                <italic toggle="yes">CrtY</italic> and 
                <italic toggle="yes">CrtB</italic> were fused to strains HL26-1 and LL69-1 to form 
                <italic toggle="yes">CrtYB.</italic> This corresponds to several 
                <italic toggle="yes">CrtYB</italic>s found in various fungal species.
                <sup>
                    <xref ref-type="bibr" rid="ref70">70</xref>,
                    <xref ref-type="bibr" rid="ref71">71</xref>
                </sup> These 
                <italic toggle="yes">CrtYB</italic>s encode a protein with two functions: lycopene cyclase and phytoene synthase activities.</p>
            <p>The 
                <italic toggle="yes">CrtS</italic> gene encodes a specific astaxanthin synthase enzyme responsible for the ketolation and hydroxylation of &#x03b2;-carotene, facilitating the production of astaxanthin.
                <sup>
                    <xref ref-type="bibr" rid="ref72">72</xref>
                </sup> This enzymatic process is further augmented by the cytochrome P450 reductase enzyme 
                <italic toggle="yes">CrtR.</italic> Originally identified in the pigmented yeast 
                <italic toggle="yes">Xanthophyllomyces dendrorhous,
</italic>
                <sup>
                    <xref ref-type="bibr" rid="ref73">73</xref>
                </sup> 
                <italic toggle="yes">CrtS</italic> has since been identified in other pigmented yeasts, such as the genus 
                <italic toggle="yes">Rhodotorula.</italic>
                <sup>
                    <xref ref-type="bibr" rid="ref15">15</xref>,
                    <xref ref-type="bibr" rid="ref16">16</xref>,
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup> Our investigation specifically revealed the presence of all probable genes involved in astaxanthin biosynthesis in 
                <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                <italic toggle="yes">R. paludigena</italic> LL69-1. This finding provides compelling evidence for the capability of these strains to produce astaxanthin and offers valuable insights for future genetic engineering efforts aimed at enhancing astaxanthin synthesis. Furthermore, the yeasts HL26-1 and LL69-1 can utilize various carbon sources, including lignocellulosic sugars such as glucose, xylose, and arabinose (see Supplementary Table S2). Genome analysis also revealed that 
                <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                <italic toggle="yes">R. paludigena</italic> LL69-1 possess protein-coding genes involved in glucose, xylose, and arabinose utilization. Hence, these unconventional yeasts present great potential for producing astaxanthin, fatty acids, and other valuable products from low-cost sugars.</p>
        </sec>
        <sec id="sec21" sec-type="conclusion">
            <title>Conclusion</title>
            <p>In this study, various pigmented yeasts from the genus 
                <italic toggle="yes">Rhodotorula</italic>, including 
                <italic toggle="yes">Rhodotorula mucilaginosa</italic> and 
                <italic toggle="yes">Rhodotorula paludigena</italic>, were isolated from flowers collected in Lampang Province. These yeasts demonstrate the ability to produce astaxanthin. Among these, 
                <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                <italic toggle="yes">R. paludigena</italic> LL69-1 exhibited the highest astaxanthin production among their respective species. Analysis of the draft genome sequences revealed the presence of several genes crucial for astaxanthin biosynthesis. These findings offer valuable insights for further advancements in the biotechnological and genomic applications of two promising astaxanthin-producing yeasts, 
                <italic toggle="yes">R. mucilaginosa</italic> HL26-1 and 
                <italic toggle="yes">R. paludigena</italic> LL69-1.</p>
        </sec>
        <sec id="sec22">
            <title>Ethical approval</title>
            <p>Not applicable.</p>
        </sec>
    </body>
    <back>
        <sec id="sec25" sec-type="data-availability">
            <title>Data availability statement</title>
            <sec id="sec26">
                <title>Underlying data</title>
                <p>NCBI/GenBank: Whole-genome sequences of 
                    <italic toggle="yes">R. mucilaginosa</italic> HL26-1. GenBank accession numbers JAZBNE000000000; 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/JAZBNE000000">https://www.ncbi.nlm.nih.gov/nuccore/JAZBNE000000000.1</ext-link>,
                    <sup>
                        <xref ref-type="bibr" rid="ref74">74</xref>
                    </sup> Whole-genome sequences of 
                    <italic toggle="yes">R. paludigena</italic> LL69-1. GenBank accession numbers JAWJBI000000000; 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/JAWJBI000000000.1">https://www.ncbi.nlm.nih.gov/nuccore/JAWJBI000000000.1</ext-link>.
                    <sup>
                        <xref ref-type="bibr" rid="ref75">75</xref>
                    </sup>
                </p>
            </sec>
            <sec id="sec27">
                <title>Extended data</title>
                <p>Figshare: Supplementary information on characterization of red-pigmented yeasts and genes associated with astaxanthin synthesis, 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.28953866.v3">https://doi.org/10.6084/m9.figshare.28953866.v3</ext-link>.
                    <sup>
                        <xref ref-type="bibr" rid="ref76">76</xref>
                    </sup>
                </p>
                <p>This project contains the following underlying data:</p>
                <list list-type="order">
                    <list-item>
                        <p>Supplymentary information_June4.pdf</p>
                    </list-item>
                </list>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
            </sec>
        </sec>
        <ack>
            <title>Acknowledgments</title>
            <p>We thank the Pharmaceutical Research Instrument Center, Faculty of Pharmaceutical Sciences, Chulalongkorn University, for providing research facilities.</p>
        </ack>
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                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/JAZBNE000000000.1">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref75">
                <label>75</label>
                <mixed-citation publication-type="data">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hoondee</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tanasupawat</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <data-title>Diversity and genomic analysis of 
                        <italic toggle="yes">Rhodotorula</italic> sp: 
                        <italic toggle="yes">Rhodotorula paludigena</italic> strain LL69-1, whole genome shotgun sequencing project.</data-title>Dataset.
                    <source>

                        <italic toggle="yes">NCBI/GenBank.</italic>
</source>
                    <year>2023</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/nuccore/JAWJBI000000000.1">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref76">
                <label>76</label>
                <mixed-citation publication-type="data">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hoondee</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Phuengjayaem</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kingkaew</surname>
                            <given-names>E</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <data-title>Supplementary information on characterization of red-pigmented yeasts and genes associated with astaxanthin synthesis.</data-title>Dataset.
                    <source>

                        <italic toggle="yes">figshare.</italic>
</source>
                    <year>2025</year>.
                    <pub-id pub-id-type="doi">10.6084/m9.figshare.28953866.v3</pub-id>
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
    <sub-article article-type="reviewer-report" id="report446928">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.194508.r446928</article-id>
            <title-group>
                <article-title>Reviewer response for version 2</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Rao</surname>
                        <given-names>Kokati Venkata Bhaskara</given-names>
                    </name>
                    <xref ref-type="aff" rid="r446928a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r446928a1">
                    <label>1</label>Vellore Institute of Technology, Vellore, India</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>8</day>
                <month>1</month>
                <year>2026</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Rao KVB</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport446928" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.164600.2"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>I have carefully evaluated the revised manuscript and find that the authors have satisfactorily addressed all the comments. The revisions have significantly improved the clarity, methodological rigor, and consistency of the manuscript. The introduction and Materials and Methods sections are now well structured and comprehensive, and issues related to astaxanthin quantification, genome statistics, and formatting have been appropriately resolved.</p>
            <p> I am satisfied with the revisions and recommend the manuscript for indexing.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Microbiology, drug discovery, pharmacology, Biotechnology, Biodegradation</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report436643">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.181137.r436643</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Rao</surname>
                        <given-names>Kokati Venkata Bhaskara</given-names>
                    </name>
                    <xref ref-type="aff" rid="r436643a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r436643a1">
                    <label>1</label>Vellore Institute of Technology, Vellore, India</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>29</day>
                <month>12</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Rao KVB</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport436643" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.164600.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>This study presents a well-executed investigation into the astaxanthin production capability of novel 
                <italic>Rhodotorula</italic> strains isolated from flowers and provides valuable draft whole-genome sequences and gene annotations for the two highest-producing strains. The multi-step approach for astaxanthin confirmation (TLC, spectrophotometry, and HPLC) is scientifically sound and robust. The new genomic data and the finding that these yeasts can utilize lignocellulosic sugars are a significant contribution to the field of industrial microbiology and biotechnological astaxanthin production.</p>
            <p> 1.Is the work clearly and accurately presented and does it cite the current literature? Yes</p>
            <p> 2.Is the study design appropriate and is the work technically sound? Yes</p>
            <p> 3. Are sufficient details of methods and analysis provided to allow replication by others? Yes</p>
            <p> 4. If applicable, is the statistical analysis and its interpretation appropriate? Partly needs revision on adding statistical method used and p values has to be given to ensure reliability of the data</p>
            <p> 5. Are all the source data underlying the results available to ensure full reproducibility? Yes</p>
            <p> 6.Are the conclusions drawn adequately supported by the results? yes&#x00a0;&#x00a0;&#x00a0;</p>
            <p> 
                <bold>Comments: Major Revision Required</bold>
            </p>
            <p> The work is relevant for biotechnology, provides useful genomic insights, and adds value to the limited genomic data available for Rhodotorula paludigena and R. mucilaginosa. The manuscript is generally well-structured,however, several methodological and interpretative issues must be addressed before acceptance.</p>
            <p> 
                <bold>1.Inconsistent Genome Assembly Statistics (Critical Error):</bold> There is a serious and confusing inconsistency in the reporting of the draft genome sizes for the two selected strains. This must be corrected to maintain the authenticity of the data. Abstract states that the 
                <italic>R. mucilaginosa</italic> HL26-1 genome is 18.78 Mbp, and the 
                <italic>R. paludigena</italic> LL69-1 genome is 20.99 Mbp. The results section states that 
                <italic>R. mucilaginosa</italic> HL26-1 assembly resulted in a genome size of 20.99 Mbp, and 
                <italic>R. paludigena</italic> LL69-1 had a genome size of 18.78 Mbp. similar controversy in table 1.</p>
            <p> 
                <bold>2.Astaxanthin Yield Comparison:</bold> The discussion rightly notes that the high astaxanthin yield of 
                <italic>R. paludigena</italic> LL69-1 (1.186mg/L) is superior to that of "other microorganisms". However, the paper later cites 
                <italic>Rhodotorula sp.</italic> CP72-2 (4.13mg/L) and 
                <italic>R. paludigena</italic> SP9-15 (6.67mg/L) ephrase the statement on superiority to be more precise, perhaps by comparing it only to unoptimized strains or stating it is the highest yield in this study under the tested conditions, to avoid contradicting the later discussion. The final conclusion that optimizing conditions is necessary is appropriate.</p>
            <p> 
                <bold>3.Clarity on Strain Selection:</bold> In the Abstract, it is stated that HL26-1 had the greatest content and yield among 
                <italic>R. mucilaginosa</italic> strains, and LL69-1 had the greatest content and yield among 
                <italic>R. paludigena</italic> strains. While clear, you may consider clarifying in the Methods why only two strains (
                <italic>R. mucilaginosa</italic> HL26-1 and 
                <italic>R. paludigena</italic> LL69-1) were chosen for the full whole-genome sequencing and analysis (presumably because they were the best producers of their respective species).</p>
            <p> 
                <bold>4.Distinction between Carotenoids and Astaxanthin:</bold> The paper must consistently and clearly differentiate between Total Carotenoids and Astaxanthin. In the Results and Discussion, ensure that when values are presented, it is clear whether they refer to the total pool of pigments (carotenes, torulene, etc.) or specifically to the astaxanthin fraction, which was isolated and quantified by HPLC. The difference is vital for biotechnological assessment.</p>
            <p> 
                <bold>5.HPLC</bold>: In the methods section, add chromatogram specifications, wavelength, flow rate, and injection volume.</p>
            <p> 
                <bold>6.TLC: </bold>TLC Rf value identical for all strains is suspicious&#x2014;discuss variability
                <bold>.</bold>
            </p>
            <p> 
                <bold>7.Astaxanthin standard: </bold>Specify manufacturer purity in Methods
                <bold>.</bold>
            </p>
            <p> 
                <bold>8.Statistical Analysis Missing: </bold>Spectrophotometric data show mean &#x00b1; SD, but no statistical tests are described. Mention statistical methods used to compare strains and add p-values where necessary.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Microbiology, drug discovery, pharmacology, Biotechnology, Biodegradation</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment15149-436643">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Tanasupawat</surname>
                            <given-names>Somboon</given-names>
                        </name>
                        <aff>Biochemistry and Microbiology, Chulalongkorn University, Bangkok, Thailand</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>30</day>
                    <month>12</month>
                    <year>2025</year>
                </pub-date>
            </front-stub>
            <body>
                <p>Dear reviewer,</p>
                <p> </p>
                <p> We sincerely thank the reviewer for these valuable comments. The suggestions provided have been carefully considered and will be incorporated into the revised version of the manuscript. A detailed point-by-point response addressing each of the reviewer&#x2019;s comments is provided below.</p>
                <p> </p>
                <p> 1.Inconsistent Genome Assembly Statistics (Critical Error): There is a serious and confusing inconsistency in the reporting of the draft genome sizes for the two selected strains. This must be corrected to maintain the authenticity of the data. The abstract states that the 
                    <italic>R. mucilaginosa</italic> HL26-1 genome is 18.78 Mbp, and the 
                    <italic>R. paludigena</italic> LL69-1 genome is 20.99 Mbp. The results section states that 
                    <italic>R. mucilaginosa</italic> HL26-1 assembly resulted in a genome size of 20.99 Mbp, and 
                    <italic>R. paludigena</italic> LL69-1 had a genome size of 18.78 Mbp. similar controversy in table 1.</p>
                <p> </p>
                <p> Answer: Thank you very much for pointing out this critical inconsistency. We sincerely apologize for this major error in reporting the genome assembly data, which occurred during manuscript preparation. We have now carefully reviewed the data and corrected the genome sizes to ensure consistency across the Abstract, Results section, and Table 1. We are deeply grateful for your careful reading and for bringing this mistake to our attention, which has significantly improved the accuracy and reliability of the manuscript.</p>
                <p> </p>
                <p> 2.Astaxanthin Yield Comparison: The discussion rightly notes that the high astaxanthin yield of 
                    <italic>R. paludigena</italic> LL69-1 (1.186mg/L) is superior to that of "other microorganisms". However, the paper later cites 
                    <italic>Rhodotorula</italic> sp. CP72-2 (4.13mg/L) and 
                    <italic>R. paludigena</italic> SP9-15 (6.67mg/L) rephrase the statement on superiority to be more precise, perhaps by comparing it only to unoptimized strains or stating it is the highest yield in this study under the tested conditions, to avoid contradicting the later discussion. The final conclusion that optimizing conditions is necessary is appropriate.</p>
                <p> </p>
                <p> Answer: Thank you for your comment. We have revised the Discussion to clarify that 
                    <italic>R. paludigena</italic> LL69-1 showed the highest astaxanthin yield among the strains examined in this study under non-optimized conditions, rather than claiming overall superiority over other microorganisms. The text has been rephrased to clearly distinguish our results from reports of higher yields obtained under optimized or genetically modified conditions.</p>
                <p> </p>
                <p> 3.Clarity on Strain Selection: In the Abstract, it is stated that HL26-1 had the greatest content and yield among 
                    <italic>R. mucilaginosa</italic> strains, and LL69-1 had the greatest content and yield among 
                    <italic>R. paludigena</italic> strains. While clear, you may consider clarifying in the Methods why only two strains (
                    <italic>R. mucilaginosa</italic> HL26-1 and 
                    <italic>R. paludigena</italic> LL69-1) were chosen for the full whole-genome sequencing and analysis (presumably because they were the best producers of their respective species).</p>
                <p> </p>
                <p> Answer: We thank the reviewer for this valuable comment. The criteria employed for selecting the strain for subsequent investigation have been described in the materials and methods section.</p>
                <p> </p>
                <p> 4.Distinction between Carotenoids and Astaxanthin: The paper must consistently and clearly differentiate between Total Carotenoids and Astaxanthin. In the Results and Discussion, ensure that when values are presented, it is clear whether they refer to the total pool of pigments (carotenes, torulene, etc.) or specifically to the astaxanthin fraction, which was isolated and quantified by HPLC. The difference is vital for biotechnological assessment.</p>
                <p> </p>
                <p> Answer: We thank the reviewer for this important comment, and we revised as your suggestion. We would like to clarify that astaxanthin was quantified spectrophotometrically at a specific wavelength selected to minimize interference from other carotenoids, following the method reported by Li et al. (2012). In that study, absorbance at 530 nm showed a strong linear correlation with astaxanthin content.</p>
                <p> </p>
                <p> Accordingly, in this study, spectrophotometric measurements performed at the specified wavelength were used for astaxanthin quantification rather than total carotenoid determination. In addition, astaxanthin was independently identified and confirmed by HPLC based on retention time comparison and spiking experiments. We have revised the Results and Discussion sections to more clearly distinguish between total carotenoids and astaxanthin content wherever values are reported.</p>
                <p> Reference:</p>
                <p> &#x00a0;&#x00a0;&#x00a0;&#x00a0;&#x00a0;&#x00a0; - Li, Y., Miao, F., Geng, Y., Lu, D., Zhang, C., &amp; Zeng, M. (2012). Accurate quantification of astaxanthin from Haematococcus crude extract spectrophotometrically. Chinese Journal of Oceanology and Limnology, 30(4), 627-637.</p>
                <p> </p>
                <p> 5.HPLC: In the methods section, add chromatogram specifications, wavelength, flow rate, and injection volume.</p>
                <p> </p>
                <p> Answer: We thank the reviewer for this comment. Detailed HPLC chromatographic conditions, including column specifications, detection wavelength, flow rate, and injection volume, have now been added to the Methods section.</p>
                <p> </p>
                <p> 6.TLC: TLC Rf value identical for all strains is suspicious&#x2014;discuss variability.</p>
                <p> </p>
                <p> Answer: We thank the reviewer for this insightful comment. TLC was employed as a qualitative screening tool to indicate the presence of astaxanthin rather than for quantitative comparison. Although minor experimental variability in Rf values can occur due to factors such as solvent composition, plate condition, and development distance, the astaxanthin bands from all strains migrated within the same narrow 
                    <italic>R
                        <sub>f</sub>
                    </italic>
                    <sub> </sub>range and corresponded to the astaxanthin standard under identical TLC conditions. For clarity, the manuscript has been revised to emphasize that TLC was used for qualitative identification, spectrophotometric analysis was used for astaxanthin quantification, and HPLC was employed to confirm the identity of astaxanthin based on retention time comparison and spiking experiments.</p>
                <p> </p>
                <p> 7.Astaxanthin standard: Specify manufacturer purity in Methods.</p>
                <p> </p>
                <p> Answer: Specify manufacturer purity was added in the Methods section as your suggestion.</p>
                <p> </p>
                <p> 8.Statistical Analysis Missing: Spectrophotometric data show mean &#x00b1; SD, but no statistical tests are described. Mention statistical methods used to compare strains and add p-values where necessary.</p>
                <p> </p>
                <p> Answer: We thank the reviewer for this valuable comment. Statistical analysis using one-way ANOVA with a significance level set at 
                    <italic>p</italic> &lt; 0.05 was conducted and mentioned in the Methods section and Fig. 2 description.</p>
                <p> </p>
                <p> Sincerely,</p>
                <p> The Authors</p>
            </body>
        </sub-article>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report434447">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.181137.r434447</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>NANJUNDASWAMY</surname>
                        <given-names>ANANDA</given-names>
                    </name>
                    <xref ref-type="aff" rid="r434447a1">1</xref>
                    <role>Referee</role>
                </contrib>
                <aff id="r434447a1">
                    <label>1</label>South Dakota State University, Brookings, South Dakota, USA</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>24</day>
                <month>12</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 NANJUNDASWAMY A</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport434447" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.164600.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>This is an excellent and timely study. With the growing global emphasis on developing natural sources of carotenoids, yeast-based production systems remain highly promising. The authors have evaluated strains of 
                <italic>Rhodotorula</italic> spp. for the expression of astaxanthin biosynthetic genes, and the molecular tools employed are appropriate for the study. The biochemical analyses used to confirm astaxanthin production&#x2014;such as TLC and HPLC&#x2014;are well-suited and strengthen the conclusions.</p>
            <p> However, a few minor but important details need to be addressed before publication. The manuscript should clearly specify the type of statistical analyses used to evaluate the biochemical data. Additionally, the number of replicates used in the fermentation experiments must be provided. As currently presented, it appears that only a single replicate was used, which is not statistically acceptable. If biological or technical replicates were indeed included, please ensure that this information is explicitly stated.</p>
            <p> Overall, the manuscript contains valuable scientific information and, with these clarifications, would be suitable for publication.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Yes</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Carotenoids, Bioprocessing, Pigmented yeasts, genetic engineering</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard.</p>
        </body>
        <sub-article article-type="response" id="comment15147-434447">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Tanasupawat</surname>
                            <given-names>Somboon</given-names>
                        </name>
                        <aff>Biochemistry and Microbiology, Chulalongkorn University, Bangkok, Thailand</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>30</day>
                    <month>12</month>
                    <year>2025</year>
                </pub-date>
            </front-stub>
            <body>
                <p>Dear reviewer,</p>
                <p> We sincerely thank the reviewer for these valuable comments. The suggestions provided have been carefully considered and will be incorporated into the revised version of the manuscript.</p>
                <p> We have revised the manuscript to clearly specify the statistical analyses and experimental details used for evaluating the biochemical data. Astaxanthin content was quantified spectrophotometrically by measuring absorbance at the characteristic wavelength of astaxanthin (&#x03bb; = 530 nm) using a calibration curve constructed from standard astaxanthin. The astaxanthin content and yield are now expressed as &#x00b5;g/g DCW and mg/L, respectively.</p>
                <p> We have also clarified the number of replicates used in the fermentation experiments. All experiments were performed in triplicate, and the results are reported as mean &#x00b1; standard deviation. Statistical analysis was conducted using one-way ANOVA, with the significance level set at 
                    <italic>p</italic> &lt; 0.05. These details have been explicitly added to the Materials and Methods section.</p>
                <p> </p>
                <p> Sincerely,</p>
                <p> The Authors</p>
            </body>
        </sub-article>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report436642">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.181137.r436642</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Nimsi</surname>
                        <given-names>Kizhakkeyveetil Abdul Saleem</given-names>
                    </name>
                    <xref ref-type="aff" rid="r436642a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-0347-0716</uri>
                </contrib>
                <aff id="r436642a1">
                    <label>1</label>BIOSCIENCES, MES College Marampally (Ringgold ID: 210878), Aluva, Kerala, India</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>23</day>
                <month>12</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Nimsi KAS</copyright-statement>
                <copyright-year>2025</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport436642" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.164600.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>
                <bold>Comments to the editor</bold>
            </p>
            <p> The study has good potential and demonstrates substantial effort, but several important weaknesses need to be addressed before it can be considered for Indexing. Although the introduction is scientifically rich and relevant, it requires better organization, clearer presentation of the research gap, and improved readability to help readers fully grasp the study&#x2019;s significance.</p>
            <p> The manuscript is structured into four sections, beginning with the isolation of pigmented yeasts; however, the source of samples, details of sample collection, and specific isolation methods are not described. In the screening phase, the procedures for purification steps, statistical validation, and criteria for significance, are absent. While the study focuses on two yeast strains (
                <italic>Rhodotorula mucilaginosa</italic> HL26-1 and 
                <italic>Rhodotorula paludigena</italic> LL69-1, the basis for selecting these strains is not explained in the Materials and Methods section.</p>
            <p> Overall, the Methods section is too brief, lacking essential details such as experimental design, number of replicates, appropriate controls, and how measurements were collected. Additional concerns include inconsistent use of units, typographical and formatting errors, repeated media compositions, and inconsistent use of abbreviations. The term &#x201c;clonality&#x201d; is inappropriately used in the preliminary selection stage and should be revised.</p>
            <p> Addressing these issues will significantly strengthen the manuscript by improving transparency, reproducibility, and scientific clarity.</p>
            <p> </p>
            <p> Comment 1: In the introduction author shall also discuss briefly about the pigmented yeasts in flower, their role, and importance.</p>
            <p> Comment 2: Author shall also write about the genes of pigmented yeast discovered so far and their importance.</p>
            <p> Comment 3: Media composition can write in bracket. Also, it is repeating in text.</p>
            <p> Comment 4: go through the manuscript, avoid typological error (e.g. Axs, &#x00d8;).</p>
            <p> Comment 5: uniform units throughout the manuscript (e.g. H, hour)</p>
            <p> Comment 6: sample collection, and processing are missing from materials and methods.</p>
            <p> Comment 7: Quantify the pigment and statistically validate the result.</p>
            <p> Comment 7: how can you identify the pigment is pure?</p>
            <p> Comment 8: is only one pigment is identified by TLC?</p>
            <p> Comment 9: describe the mobile phase in TLC.</p>
            <p> Comment10: how the astaxanthin purify for HPLC?</p>
            <p> </p>
            <p> comment: 11: include more reference after 2020. regarding pigmented yeasts from flowers.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>Diversity yeasts, pigments, plant microbe interaction, metagenomics</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
        <sub-article article-type="response" id="comment15148-436642">
            <front-stub>
                <contrib-group>
                    <contrib contrib-type="author">
                        <name>
                            <surname>Tanasupawat</surname>
                            <given-names>Somboon</given-names>
                        </name>
                        <aff>Biochemistry and Microbiology, Chulalongkorn University, Bangkok, Thailand</aff>
                    </contrib>
                </contrib-group>
                <author-notes>
                    <fn fn-type="conflict">
                        <p>
                            <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                    </fn>
                </author-notes>
                <pub-date pub-type="epub">
                    <day>30</day>
                    <month>12</month>
                    <year>2025</year>
                </pub-date>
            </front-stub>
            <body>
                <p>Dear reviewer</p>
                <p> We sincerely thank the reviewer for these valuable comments. The suggestions provided have been carefully considered and will be incorporated into the revised version of the manuscript.</p>
                <p> The introduction has been revised to improve organization, readability, and logical flow. The research gap and the significance of the study are now stated more clearly to highlight the novelty of the work.</p>
                <p> The Materials and Methods section has been greatly expanded. The source and details of sample collection were described. The specific method for yeast isolation was added. In addition, the measurement methods, and data analysis procedures have been clarified to enhance transparency and reproducibility. Inconsistencies in units, typographical and formatting errors, repeated media descriptions, and inconsistent use of abbreviations have been corrected. The inappropriate use of the term &#x201c;clonality&#x201d; has been revised.</p>
                <p> A detailed point-by-point response addressing each of the reviewer&#x2019;s comments is provided below.</p>
                <p> </p>
                <p> Comment 1: In the introduction author shall also discuss briefly about the pigmented yeasts in flower, their role, and importance.</p>
                <p> Answer: We thank the reviewer for this comment. A brief background about role and importance of the pigmented yeasts in flowers has been described in the last paragraph of the introduction part.</p>
                <p> </p>
                <p> Comment 2: Author shall also write about the genes of pigmented yeast discovered so far and their importance.</p>
                <p> Answer: We thank the reviewer for this comment. We would like to clarify that we have indeed discussed in the introduction part about the genes associated with pigmented yeasts, particularly those in the genus 
                    <italic>Phaffia</italic>, highlighting their significance mechanism in astaxanthin synthesis. However, concerning the genes of pigmented yeasts in the genus 
                    <italic>Rhodotorula</italic>, we regret to inform you that we cannot provide a detailed report on their expression at this time. Currently, there is a lack of clear studies documenting the expression of these genes in 
                    <italic>Rhodotorula </italic>species. This limitation has prevented us from including specific information in our manuscript.</p>
                <p> </p>
                <p> Comment 3: Media composition can write in bracket. Also, it is repeating in text.</p>
                <p> Answer: Media composition was written in bracket and the repeating text was edited.</p>
                <p> </p>
                <p> Comment 4: go through the manuscript, avoid typological error (e.g. Axs, &#x00d8;).</p>
                <p> Answer: The typographical errors were edited.</p>
                <p> </p>
                <p> Comment 5: uniform units throughout the manuscript (e.g. H, hour)</p>
                <p> Answer: The unit &#x201c;h&#x201d; throughout the manuscript was edited to be hours.</p>
                <p> </p>
                <p> Comment 6: sample collection, and processing are missing from materials and methods.</p>
                <p> Answer: The specifics of sample collection and processing were described.</p>
                <p> </p>
                <p> Comment 7: Quantify the pigment and statistically validate the result.</p>
                <p> Answer: The pigment content was quantified spectrophotometrically by measuring absorbance at the characteristic wavelength of astaxanthin (&#x03bb; = 530 nm) using a calibration curve constructed from standard astaxanthin. The pigment concentration was expressed as mg/L (or &#x00b5;g/g DCW). All experiments were performed in triplicate, and results were reported as mean &#x00b1; standard deviation. Statistical analysis was conducted using one-way ANOVA with a significance level set at 
                    <italic>p</italic> &lt; 0.05.</p>
                <p> </p>
                <p> Comment 7: how can you identify the pigment is pure?</p>
                <p> Answer: We thank the reviewer for this valuable comment. We would like to clarify that the pigment was not subjected to additional purification prior to analysis. Astaxanthin was identified by HPLC based on comparison of its retention time with that of an authentic astaxanthin standard. In addition, a spiking experiment was performed by adding the astaxanthin standard to the sample extract, which resulted in a proportional increase in the target peak without the appearance of additional peaks. The HPLC chromatograms of the standard, sample, and spiked sample are provided in Supplementary Figure 1, which together confirm the identity of astaxanthin in the extract.</p>
                <p> </p>
                <p> Comment 8: is only one pigment is identified by TLC?</p>
                <p> Answer: We thank the reviewer for this important comment. TLC analysis revealed the presence of multiple pigment bands, indicating the existence of several carotenoid components in the extract. However, astaxanthin was identified based on the comparison of its 
                    <italic>R
                        <sub>f</sub>
                    </italic>
                    <sub> </sub>value with that of the astaxanthin standard analyzed under the same chromatographic conditions. The band corresponding to astaxanthin showed a matching 
                    <italic>R
                        <sub>f</sub>
                    </italic> value and similar coloration to the standard, confirming its identity.</p>
                <p> </p>
                <p> Comment 9: describe the mobile phase in TLC.</p>
                <p> Answer: We thank the reviewer for this comment. The mobile phase used for TLC analysis was a mixture of acetone and hexane at a ratio of 1:3 (v/v). This solvent system enabled effective separation of carotenoid pigments, and astaxanthin was identified by comparing the 
                    <italic>R
                        <sub>f</sub>
                    </italic> value and coloration of the sample band with those of the astaxanthin standard analyzed under identical conditions. The description of the TLC mobile phase has been added to the Methods section.</p>
                <p> </p>
                <p> Comment10: how the astaxanthin purify for HPLC?</p>
                <p> Answer: We thank the reviewer for this comment. We would like to clarify that astaxanthin was not subjected to a separate purification step prior to HPLC analysis. Instead, astaxanthin was extracted from yeast cells using DMSO, followed by centrifugation and filtration to remove cell debris. The clarified extract was directly analyzed by HPLC. Astaxanthin was identified based on comparison of its retention time with an authentic astaxanthin standard, and further confirmed by spiking experiments. This clarification has been added to the revised manuscript.</p>
                <p> </p>
                <p> comment: 11: include more reference after 2020. regarding pigmented yeasts from flowers.</p>
                <p> Answer: An update report on pigmented yeast isolated from flowers was presented as your suggestion.</p>
                <p> </p>
                <p> Sincerely,</p>
                <p> The Authors</p>
            </body>
        </sub-article>
    </sub-article>
</article>
