<?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.158856.1</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>Whole Genome Characterization of Potential Isolates for Next-Generation SARS-CoV-2 Vaccine Development Utilizing Structural Protein of Multiple Variants</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 1 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Diyantoro</surname>
                        <given-names>Diyantoro</given-names>
                    </name>
                    <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/">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/0000-0001-8182-1465</uri>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Rantam</surname>
                        <given-names>Fedik Abdul</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</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/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</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/0000-0001-8182-1465</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Juniastuti</surname>
                        <given-names>Juniastuti</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>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Wijaya</surname>
                        <given-names>Andy Yasmin</given-names>
                    </name>
                    <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/">Software</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-6463-6265</uri>
                    <xref ref-type="aff" rid="a5">5</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Susilowati</surname>
                        <given-names>Helen</given-names>
                    </name>
                    <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/">Project Administration</role>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Kuncorojakti</surname>
                        <given-names>Suryo</given-names>
                    </name>
                    <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>
                    <xref ref-type="aff" rid="a3">3</xref>
                    <xref ref-type="aff" rid="a6">6</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Aswin</surname>
                        <given-names>Ahmad</given-names>
                    </name>
                    <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/">Visualization</role>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Maulana</surname>
                        <given-names>Firdausy Kurnia</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-8276-6151</uri>
                    <xref ref-type="aff" rid="a7">7</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Doctoral Programme of Medical Science, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia</aff>
                <aff id="a2">
                    <label>2</label>Division of Veterinary Microbiology, Faculty of Veterinary Medicine, Universitas Airlangga, Surabaya, Indonesia</aff>
                <aff id="a3">
                    <label>3</label>Research Center for Vaccine Technology and Development, Institute of Tropical Disease, Universitas Airlangga, Surabaya, Indonesia</aff>
                <aff id="a4">
                    <label>4</label>Department of Medical Microbiology, School of Medicine, Universitas Airlangga, Surabaya, Indonesia</aff>
                <aff id="a5">
                    <label>5</label>National Hospital, Surabaya, Indonesia</aff>
                <aff id="a6">
                    <label>6</label>Division of Veterinary Anatomy, Faculty of Veterinary Medicine, Universitas Airlangga, Surabaya, Indonesia</aff>
                <aff id="a7">
                    <label>7</label>Airlangga Disease Prevention and Research Center &#x2013; One Health Collaborating Center, Universitas Airlangga, Surabaya, Indonesia</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:fedik-a-r@fkh.unair.ac.id">fedik-a-r@fkh.unair.ac.id</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>21</day>
                <month>3</month>
                <year>2025</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2025</year>
            </pub-date>
            <volume>14</volume>
            <elocation-id>316</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>5</day>
                    <month>2</month>
                    <year>2025</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Diyantoro D et al.</copyright-statement>
                <copyright-year>2025</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/14-316/pdf"/>
            <abstract>
                <sec>
                    <title>Background</title>
                    <p>SARS-CoV has caused a high number of COVID-19 cases in Indonesia. COVID-19 cases continue to be reported, including incidents of the latest variant of SARS-CoV-2, Omicron. The development of vaccines remains essential to address potential future outbreaks.</p>
                </sec>
                <sec>
                    <title>Methods</title>
                    <p>We performed whole genome sequencing using Oxford Nanopore Technology and phylogenetic and mutational analysis using Molecular Evolutionary Genetics Analysis to identify potential isolates as a new platform vaccine candidate.</p>
                </sec>
                <sec>
                    <title>Results</title>
                    <p>Nine isolates have the potential to serve as candidates for the next generation COVID-19 vaccine. The sequencing test results of the nine selected isolates revealed that two samples were identified as the alpha variant, two as the delta variant, and five as the Omicron variant. Alpha variant has been identified as B.1 lineage, the delta variant with lineage AY.23, and the omicron variant with three lineages including BA.1.1, BA.5.2, and BQ.1.23 lineages. Phylogenetic analysis revealed five distinct classes: 20A, 21J, 21K, 22B, and 22E. The quantification of SARS-CoV-2 amino acid mutations in structural proteins revealed that the spike protein had the highest mutation percentage at 44.56%, followed by the N protein at 9.05%, the M protein at 5.54%, and the E protein at 1.78%.</p>
                </sec>
                <sec>
                    <title>Conclusions</title>
                    <p>It was concluded that nine isolates had potential to be developed as candidates for the next generation SARS-CoV-2 vaccine. These isolates include three variants: alpha, delta, and omicron.</p>
                </sec>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Whole Genome Sequencing</kwd>
                <kwd>SARS-CoV-2</kwd>
                <kwd>Vaccine Candidate</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1">
                    <funding-source>Education Funding Institution (LPDP) and the Education Funding Service Center (BPPT)</funding-source>
                    <award-id>0694/J5.2.3/BPI.06/10/2021</award-id>
                </award-group>
                <funding-statement>This research was funded by the Education Funding Institution (LPDP) and the Education Funding Service Center (BPPT), grant number: 0694/J5.2.3/BPI.06/10/2021</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>
    </front>
    <body>
        <sec id="sec5" sec-type="intro">
            <title>Introduction</title>
            <p>The COVID-19 pandemic in East Java, Indonesia has profoundly affected the region, resulting in a substantial number of cases and elevated mortality rates.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> The first confirmed case of COVID-19 in East Java was documented on March 11, 2020, involving a 50-year-old woman who had recently returned from Saudi Arabia and tested positive for the virus.
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> Since that time, the incidence of cases has consistently risen, resulting in pressure on the hospital system and public health infrastructure.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> The COVID-19 pandemic, instigated by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has necessitated the urgent discovery of effective vaccines to control the virus&#x2019;s transmission and alleviate its effects on public health.
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> Indonesia has previously succeeded in developing an inactivated platform SARS-CoV-2 vaccine that has been clinically tested and widely used for the Indonesian population.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref9">9</xref>
                </sup> However, there are concerns about the emergence of various new variants that could reduce the efficacy of the current vaccines, necessitating the development of a new vaccine with an mRNA cocktail platform derived from various SARS-CoV-2 variants, which is expected to help combat future COVID-19 outbreaks. Exploration of potential isolates to be developed as vaccine candidates is a crucial and important initial step.</p>
            <p>Whole genome sequencing and phylogenetic analysis of SARS-CoV-2 isolates have become essential methodologies for elucidating the genetic diversity, evolution, and prospective vaccine targets of the virus.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> Phylogenetic analysis enhances whole genome sequencing by examining the evolutionary links among various viral strains.
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>
                </sup> Researchers can reconstruct the phylogenetic tree by comparing the genetic sequences of SARS-CoV-2 isolates from East Java with those from other places, yielding information about the virus&#x2019;s genesis, dissemination, and transmission patterns. This information is essential for comprehending the virus&#x2019;s evolution and dissemination throughout the local population.
                <sup>
                    <xref ref-type="bibr" rid="ref14">14</xref>,
                    <xref ref-type="bibr" rid="ref15">15</xref>
                </sup> Additionally, whole genome sequencing and phylogenetic analysis can identify conserved sections of the viral genome that are less prone to mutation and may serve as targets for vaccine development. These areas may encompass highly immunogenic epitopes or critical viral proteins implicated in viral replication and host interactions. By focusing on these conserved areas, novel platform vaccines can offer extensive protection against several viral types.
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup>
            </p>
            <p>This study aims to conduct whole genome sequencing, phylogenetic analysis, and mutational assessment of SARS-CoV-2 potential isolates from East Java, Indonesia, to find possible next-generation vaccine candidates. The results will enhance comprehension of the genetic variety, evolution, and prospective vaccine targets of the virus in this area. This research is essential for directing the creation of innovative and efficacious vaccines against SARS-CoV-2, especially in regions significantly affected by the disease, such as East Java. Utilizing whole genome sequencing and phylogenetic analysis, we can facilitate the creation of novel vaccine platforms capable of managing the COVID-19 pandemic and future outbreaks of related coronaviruses.</p>
        </sec>
        <sec id="sec6" sec-type="methods">
            <title>Methods</title>
            <sec id="sec7">
                <title>Sample preparation</title>
                <p>This research used isolates from Research Center for Vaccine Technology and Development stored at -80
                    <sup>o</sup>C. The isolates were clinical samples of nasopharyngeal and oropharyngeal swab obtained from patients with COVID-19 positives on the rapid antigen test.</p>
            </sec>
            <sec id="sec8">
                <title>Virus isolation and propagation</title>
                <p>Virus isolation and propagation commenced with the inoculation of a Vero Cell Line (CCL81, ATCC) obtained from cell bank of Research Center for Vaccine Technology and Development, Universitas Airlangga, Indonesia, into a T25 flask (NEST
                    <sup>&#x00ae;</sup>, China), prompted by the detected low viral concentration in the inoculum samples. One milliliter of sample was introduced into a T25 flask containing 80% confluent Vero CCL-81 cells after the removal of the cell culture medium, followed by incubation at 37&#x00b0;C with 5% CO
                    <sub>2</sub> for one hour, with gentle agitation every 15 minutes. A total of 7 ml of Minimum Essential Medium (Gibco, USA, Cat.No. 61100-061) supplemented with 5% Fetal Bovine Serum (Gibco, USA, Cat.No. 10437-028), 1% Penicillin-Streptomycin (Gibco, USA, Cat.No. 15140-122), and 1% Amphotericin B (Gibco, USA, Cat.No. 15290-026), was placed into a T25 flask and incubated at 37&#x00b0;C with 5% CO
                    <sub>2</sub> for 24 hours. The presence of cytopathic effect (CPE) was monitored daily using an inverted microscope. The CPE was monitored and subsequently transferred to the T75 flask. To enhance replication, virus isolates were put to a T300 flask containing Vero E6 cells. Virus isolation and propagation were validated through CPE assay and RT-PCR (The Applied Biosystem&#x2122; QuantStudio &#x2122; 5 Real-Time PCR System, Thermo Fisher Scientific, USA). Isolates exhibiting elevated TCID
                    <sub>50</sub> (50% Tissue Culture Infectious Dose) values in the CPE assay were utilized for further characterization.</p>
            </sec>
            <sec id="sec9">
                <title>Viral RNA extraction and qPCR</title>
                <p>The chosen isolates underwent viral nucleic acid extraction with the ReliaPrepTM Viral Total Nucleic Acid Purification Kit (Promega). The RNA was measured using the Qubit RNA HS test kit and the Qubit 4.0 fluorometer. RT-qPCR was conducted utilizing the AllplexTM 2019-nCoV Assay, focusing on the RNA-dependent RNA polymerase (RdRp) gene, E gene, and N gene. A total of 17 &#x03bc;L of the mastermix was generated by including 5 &#x03bc;L of 2019-nCoV MOM, 5 &#x03bc;L of 5X Real-time, 5 &#x03bc;L of One-step Buffer, 2 &#x03bc;L of Real-time One-step Enzyme, and 5 &#x03bc;L of RNase-free Water. An appropriate internal control was employed for each PCR run. Eight microliters of each RNA sample were added to the tube containing the One-step RT-PCR Mastermix. 2019-nCoV served as the positive control, whereas RNase-free water functioned as the negative control. The sequences of the primer and probe were maintained in confidentiality. The thermal cycling technique included reverse transcription at 50&#x00b0;C for 20 minutes, followed by reverse transcription inactivation at 95&#x00b0;C for 15 minutes, and thereafter 45 cycles of 94&#x00b0;C for 15 seconds and 58&#x00b0;C for 1 minute.</p>
            </sec>
            <sec id="sec10">
                <title>Next-generation sequencing</title>
                <p>Nine SARS-CoV-2 samples with strong positivity and stability were evaluated for whole genome sequencing utilizing Oxford Nanopore Technologies. An ideal CT value is necessary according to the ARTIC network nCoV 2019 sequencing methodology v3 LoCost, based on the CT value from the RT-qPCR test. If the CT value ranges from 12 to 15, a 100-fold dilution in nuclease-free water is required; if the CT value is between 15 and 18, a 10-fold dilution is necessary; and if the CT value exceeds 18, the sample should be processed without dilution. cDNA was generated from 8 &#x03bc;L of viral RNA utilizing LunaScript RT SuperMix reagents and primers. PCR was conducted utilizing Q5 Hot Start High-Fidelity 2X Master Mix and NEBNext ARTIC SARS-CoV-2 Primer Mix. The PCR mixture was first incubated for 30 seconds at 98&#x00b0;C for initial denaturation, followed by 35 cycles of 95&#x00b0;C for 15 seconds and 63&#x00b0;C for 5 minutes. The amplified products were purified using NEBNext Sample Purification Bead. The purified DNA was processed using NEBNext Ultra II End Prep mastermix (New England Biolabs, USA), followed by barcoding using EXP-NBD104/114 kit (Oxford Nanopore Technologies, UK) to obtain the DNA ends. The final concentration of DNA was measured using dsDNA HS Assay Kit (Thermo Fisher, USA) and calculated using Qubit&#x2122; 4 Fluorometer (Invitrogen&#x2122;, Thermo Fisher Scientific, USA). Priming the flow was conducted before inserting the sample into the flow cell. The final DNA sample of 60 ng was added to the DNA library with a final volume of 75 &#x03bc;L (Oxford Nanopore Technologies, UK), followed by the ligation process using NEBNext Quick Ligation Mastermix (New England Biolabs, USA). Whole genome sequencing was performed on the flow cells using the Minion MinKnow software version 24.06.16 (Oxford Nanopore Technologies, UK).</p>
            </sec>
            <sec id="sec11">
                <title>Phylogenetic and mutation analysis</title>
                <p>The Multiple Sequence Comparison by log-Expectation (MUSCLE) was utilized to conduct sequence alignment, accessible at the following website: 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ebi.ac.uk/jdispatcher/msa/muscle">https://www.ebi.ac.uk/jdispatcher/msa/muscle</ext-link>. The phylogenetic tree was constructed utilizing the maximum likelihood method through Molecular Evolutionary Genetics Analysis across Computing Platforms (MEGA XI). The tree topology underwent assessment through one thousand bootstrap replicates. The complete genome sequences of the nine chosen isolates were examined to detect mutations in the protein-coding regions and to compare these sequences with the reference SARS-CoV-2 genome (hCoV-19/Wuhan-Hu-1/2019) obtained from the Global Initiative for Sharing All Influenza Data (GISAID, 
                    <ext-link ext-link-type="uri" xlink:href="https://www.gisaid.org/">https://www.gisaid.org/</ext-link>) database. The viral genetic sequence and mutations were analyzed using the Nexclade online platform (
                    <ext-link ext-link-type="uri" xlink:href="https://clades.nextstrain.org">https://clades.nextstrain.org</ext-link>), with comparisons made against the wild-type Wuhan-Hu-1 (NC_045512.2).</p>
            </sec>
        </sec>
        <sec id="sec12" sec-type="results">
            <title>Results</title>
            <sec id="sec13">
                <title>SARS-CoV-2 variants outbreak in East Java, Indonesia</title>
                <p>The alpha variant was initially identified in Indonesia in January 2021, with limited reports concerning its presence in the Indonesian population.
                    <sup>
                        <xref ref-type="bibr" rid="ref17">17</xref>
                    </sup> The first case of the Delta variant of SARS-CoV-2 was detected in June 2021, resulting from a screening performed during the Suramadu lockdown. Three people tested positive for both antigen and PCR, exhibiting a low CT value.
                    <sup>
                        <xref ref-type="bibr" rid="ref18">18</xref>
                    </sup> The Delta variety, previously designated as lineage B1617.2, originated in India. The Delta variant significantly influenced the dramatic increase in cases and deaths recorded from June to August 2021. The Omicron variant of SARS-CoV-2 was first identified in East Java in January 2022, resulting in a substantial rise in patient numbers until March. From January to March 2022, there was no notable rise in the mortality rate (
                    <xref ref-type="fig" rid="f1">
Figure 1</xref>).
                    <sup>
                        <xref ref-type="bibr" rid="ref19">19</xref>
                    </sup>
                </p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>
Figure 1. </label>
                    <caption>
                        <title>Monthly reported COVID-19 total confirmed cases and death in East Java, Indonesia since January 2021 to December 2023.</title>
                        <p>The data were obtained from Government of Indonesia (
                            <ext-link ext-link-type="uri" xlink:href="https://covid19.go.id/peta-sebaran">https://covid19.go.id/peta-sebaran
</ext-link>).</p>
                    </caption>
                    <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/174503/4b984e3d-2baf-42ba-96ce-31094d968fea_figure1.gif"/>
                </fig>
            </sec>
            <sec id="sec14">
                <title>Phylogenetic relationship of the selected isolates</title>
                <p>The selection of appropriate isolates was based on their performance in isolation and propagation on CCL81 and E6 Vero cells, exhibiting vigorous virus growth, plaque formation, and elevated virus titers. Nine isolates were obtained, indicating potential for subsequent study, including molecular characterisation. MINIon nanopore sequencing was utilized to perform sequencing tests. Sequencing analysis of 9 isolates indicated that 4 samples were identified as the 2 samples of Alpha and 2 samples of Delta variant of the SARS-CoV-2 virus, whereas 5 samples were identified as the Omicron variant (
                    <xref ref-type="table" rid="T1">
Table 1</xref>). The samples identified as the Alpha and Delta variant belong to a singular lineage, B.1 and AY.23, respectively, whereas the Omicron variant exhibits several lineages, including three samples of lineage BA.1.1, one sample of BA.5.2, and one sample of BQ.1.23. Phylogenetic analysis of the whole genomes revealed five distinct clades: 20A (33,35), 21J (59, 60), 21K (E2, F, H), 22B (E1), and 22E (D) (
                    <xref ref-type="fig" rid="f2">
Figure 2</xref>).</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>
Table 1. </label>
                    <caption>
                        <title>Genetic sequence details of the selected potential SARS-CoV-2 isolates.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Sample code</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Clade</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Pango lineage (Nexclade)</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
WHO name</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">Mutation</th>
                                <th align="left" colspan="1" rowspan="2" valign="top">
Sequence coverage (%)</th>
                                <th align="left" colspan="2" rowspan="1" valign="top">Gaps in sequence (deletions)</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Nucleotide</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Amino acid</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Nucleotide</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">
Amino acid</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Wuhan Ref.</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">19A</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">B</td>
                                <td colspan="1" rowspan="1"/>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">98.2%</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">0</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">0</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">33</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">20A</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">B.1</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Alpha</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">5</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">4</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">94.6%</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">7</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">35</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">20A</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">B.1</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Alpha</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">16</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">11</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">98.2%</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">5</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">59</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">21J</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">AY.23</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Delta</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">35</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">29</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">96.0%</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">7</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">2</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">60</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">21J</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">AY.23</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Delta</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">33</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">27</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">96.3%</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">14</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">5</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">D</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">22E</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BQ.1.23</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Omicron</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">67</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">48</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">96.7%</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">62</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">15</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">E1</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">22B</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BA.5.2</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Omicron</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">61</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">42</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">97.0%</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">71</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">18</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">E2</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">21K</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BA.1.1</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Omicron</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">59</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">48</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">98.2%</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">39</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">16</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">F</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">21K</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BA.1.1</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Omicron</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">59</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">48</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">98.2%</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">39</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">16</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">H</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">21K</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">BA.1.1</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Omicron</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">59</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">52</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">98.2%</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">39</td>
                                <td align="left" colspan="1" rowspan="1" valign="bottom">16</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>
Figure 2. </label>
                    <caption>
                        <title>SARS-CoV-2 phylogenetic relationship of selected potential SARS-CoV-2 isolates.</title>
                    </caption>
                    <graphic id="gr2" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/174503/4b984e3d-2baf-42ba-96ce-31094d968fea_figure2.gif"/>
                </fig>
            </sec>
            <sec id="sec15">
                <title>Mutational of the selected isolates</title>
                <p>Genetic mutations were identified in nine selected isolates. The nine isolates displayed differences in the number of mutations seen in nucleotides and amino acids (
                    <xref ref-type="fig" rid="f3">
Figure 3</xref>). The frequency of nucleotide mutations exhibits a positive correlation with the temporal appearance of variants, unlike the frequency of amino acid mutations. The predominant nucleotide and amino acid modifications were seen in the spike structural protein, as opposed to the other structural proteins. The spike protein enables target identification, cellular entry, and ultimately the viral infection that leads to varying levels of COVID-19 severity. The quantification of SARS-CoV-2 amino acid mutations revealed that the average mutation rate for the spike protein is around 46.96%, followed by ORF1a at 15.59%, ORF1b at 15.10%, N at 7.04%, M at 5.32%, ORF7a at 1.97%, ORF9b at 1.85%, ORF3a at 2.71%, E at 2,40%, ORF7b at 0,79%, and ORF6 at 0.26% (
                    <xref ref-type="fig" rid="f4">
Figure 4</xref>).</p>
                <fig fig-type="figure" id="f3" orientation="portrait" position="float">
                    <label>
Figure 3. </label>
                    <caption>
                        <title>Location of nucleotide changes of structural protein of selected potential SARS-CoV-2 isolates.</title>
                    </caption>
                    <graphic id="gr3" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/174503/4b984e3d-2baf-42ba-96ce-31094d968fea_figure3.gif"/>
                </fig>
                <fig fig-type="figure" id="f4" orientation="portrait" position="float">
                    <label>
Figure 4. </label>
                    <caption>
                        <title>Quantification of SARS-CoV-2 amino acid mutations among the selected isolates.</title>
                    </caption>
                    <graphic id="gr4" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/174503/4b984e3d-2baf-42ba-96ce-31094d968fea_figure4.gif"/>
                </fig>
            </sec>
        </sec>
        <sec id="sec16" sec-type="discussion">
            <title>Discussion</title>
            <p>The Delta variant evolved from a variant under investigation (VUI) to a variant of concern (VOC) upon its classification within the B.1.617.2 lineage. The reclassification was predicated on an assessment of its transmissibility, which was demonstrated to be at least comparable to B.1.1.7 (Alpha variant). The mutation is thought to be partially responsible for the commencement of India&#x2019;s deadly second wave of the pandemic, which began in February 2021. By the end of July, it had also caused an increase in daily infections across various parts of Asia,
                <sup>
                    <xref ref-type="bibr" rid="ref20">20</xref>
                </sup> the United States,
                <sup>
                    <xref ref-type="bibr" rid="ref21">21</xref>
                </sup> Australia, and New Zealand. During the Delta epidemic, the initial prevalence of the Delta variant remained below 5% of the total sequenced genomes, as it was outpaced by the Delta sub-lineages, AY.23 and AY.24. Two isolates exhibiting the Delta variant from lineage AY.23 were acquired from the isolation results. These isolates demonstrated vigorous development. The AY.23 mutation emerged in Indonesia and exhibits parallels to the Delta Plus variant identified in Britain.
                <sup>
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup> The AY.1 sub-lineage of the delta variant, distinguished by an additional K417N mutation in its spike protein, has been reported in England. The AY.1 variant, also known as the Delta Plus variant, is thought to exhibit the highest mortality rate. The Delta Plus form is thought to exhibit improved antibody evasion due to the K417N mutation. The Beta variant has been previously documented to possess a K417N mutation. Furthermore, relative to other Variant of Concerns (VoCs), the Delta plus variant has an increased propensity for transmission and a pronounced affinity for lung epithelial cells.
                <sup>
                    <xref ref-type="bibr" rid="ref23">23</xref>
                </sup>
            </p>
            <p>
                <xref ref-type="table" rid="T2">
Tables 2</xref> and 
                <xref ref-type="table" rid="T3">3</xref> present the nucleotide and amino acid mutations of the structural proteins of selected SARS-CoV-2 isolates. T19R increases the affinity to the ACE2 protein and facilitates its evasion of monoclonal antibodies, including regdanvimab and bamlanivimab, by reducing their binding to the virus.
                <sup>
                    <xref ref-type="bibr" rid="ref24">24</xref>
                </sup> The Delta variant&#x2019;s unique triple mutation, E156/F157/R158G, was precisely detected in our consensus nucleotide sequences. Nonetheless, the COVID-19 genome annotator program inadequately identified this non-codon-aligned triple mutation.
                <sup>
                    <xref ref-type="bibr" rid="ref25">25</xref>
                </sup> The L452R mutation increases transmission, significantly intensifies severity, and facilitates the evasion of neutralizing antibodies generated by vaccines.
                <sup>
                    <xref ref-type="bibr" rid="ref26">26</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref28">28</xref>
                </sup> The T478K mutation increases transmissibility and results in heightened disease severity. Furthermore, it diminishes the virus&#x2019;s susceptibility to neutralizing antibodies generated by vaccines.
                <sup>
                    <xref ref-type="bibr" rid="ref29">29</xref>,
                    <xref ref-type="bibr" rid="ref30">30</xref>
                </sup> The P681R mutation increases transmission, does not significantly impact disease severity, and partially diminishes vaccination efficacy by evading neutralizing antibodies.
                <sup>
                    <xref ref-type="bibr" rid="ref29">29</xref>,
                    <xref ref-type="bibr" rid="ref30">30</xref>
                </sup> The P681R mutation increases transmission, does not significantly impact disease severity, and partially diminishes vaccination efficacy by evading neutralizing antibodies.
                <sup>
                    <xref ref-type="bibr" rid="ref31">31</xref>
                </sup> The D614G mutation substantially enhances transmission rates, exerts no significant impact on disease severity, and markedly diminishes vaccine efficacy. The vaccine resulted in a 3-6-fold reduction in the titer of serum neutralizing antibodies (NABs) against the pseudovirus.
                <sup>
                    <xref ref-type="bibr" rid="ref32">32</xref>,
                    <xref ref-type="bibr" rid="ref33">33</xref>
                </sup>
            </p>
            <table-wrap id="T2" orientation="portrait" position="float">
                <label>
Table 2. </label>
                <caption>
                    <title>Nucleotide changes of structural protein of selected potential SARS-CoV-2 isolates.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="2" valign="top">
Sample code</th>
                            <th align="left" colspan="4" rowspan="1" valign="top">Structural protein of SARS-CoV-2</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">S</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">E</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">M</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
N</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">33</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C21846T, G22205T, 23403G</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">35</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">G22205T, A23014C, 23403G, C23685T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C26261T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">G28655T</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">59</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C21618G, C22034G, T22917G, C22995A, A23403G, C23604G, G24410A, G25352T, G25354T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C26270T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T26767C</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">G28881T, G28916T, G29402T</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">60</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C21618G, C22034G, T22917G, C22995A</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T26767C</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">G28881T, G28916T, G29402T, A28461G</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">D</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T21641T, T22200G, G22578A, C22674T, A22688G, A22786C, G22813T, A23403G, C23525T, C23604A, C23854A, G23948T, A24424T, T24469A, G25163A</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C26270T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">G26529A, C26577G, G26709A</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C28311T, C28312T, G28681T, G28881A, G28882A,
</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">E1</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T21641T, G21987A, T22200G, G22578A, C22674T, A22688G, A22786C, A23403G, C23525T, C23604A, C23854A, G23948T, A24424T, T24469A</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C26270T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">G26529A, C26577G, G26709A</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">E2</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C21846T, T21996C, T22197G, G22578A, G22599A, T22673C, C22674T, C22686T, G22813T, T22882G, G22898A, G22992A, C22995A, A23055G, A23063T, T23075C, C23202A, A23403G, C23525T, C23664A, C23854A, G23948T, C24130A, A24424T, T24469A, C24503T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C26270T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">G26529A, C26577G, G26709A</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">F</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C21846T, T21996C, T22197G, G22578A, G22599A, T22673C, C22674T, C22686T, G22813T, T22882G, G22898A, G22992A, C22995A, A23055G, A23063T, T23075C, C23202A, A23403G, C23525T, C23664A, C23854A, G23948T, C24130A, A24424T, T24469A, C24503T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C26270T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">G26529A, C26577G, G26709A</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">H</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C21846T, T21996C, T22197G, G22578A, G22599A, T22673C, C22674T, C22686T, G22813T, T22882G, G22898A, G22992A, C22995A, A23055G, A23063T, T23075C, C23202A, A23403G, C23525T, C23664A, C23854A, G23948T, C24130A, A24424T, T24469A, C24503T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">C26270T, A26387G</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">G26529A, C26577G, G26709A</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <table-wrap id="T3" orientation="portrait" position="float">
                <label>
Table 3. </label>
                <caption>
                    <title>Amino acid changes of structural protein of selected potential SARS-CoV-2 isolates.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="2" valign="top">Sample code</th>
                            <th align="left" colspan="4" rowspan="1" valign="top">Structural protein of SARS-CoV-2</th>
                        </tr>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">S</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">E</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">M</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">N</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">33</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T95I, D215Y, D614G</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">35</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">D215Y, E484D, D614G, S708F</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">S6L</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">D128Y</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">59</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T19R, R158G, L452R, T478K, D614G, P681R; D950N, V1264F</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T9I</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">I82T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">R203M, G215C, D377Y</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">60</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T19R, R158G, L452R</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">-</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">I82T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">D63G, R203M, G215C, D377Y</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">D</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T19I, A27S, G142D, V213G, G339D, S371F, S373P, S375F, T376A, D405N, R408S, K417N, D614G, H655Y, N679K, P681H, N764K, D796Y, Q954H, N969K, Q1201K</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T9I</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">D3N, Q19E, A63T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">P13L, E136D, R203K, G204R, S413R</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">E1</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T19I, A27S, G142D, V213G, G339D, S375A, T376A, D405N, R408S, D614G, H655Y, N679K, P681H, N764K, D796Y, Q954H, N969K</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T9I</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">D3N, Q19E, A63T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">P13L, R203K, G204R, S413R</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">E2</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">A67V, T95I, Y145D, L212I, G339D, R346K, S371L, S373P, S375F, K417N, N440K, G446S, S477N, T478K, Q493R, G496S, Q498R, N501Y, Y505H, T547K, D614G, H655Y, N679K, P681H, N764K, D796Y, N856K, Q954H, N969K, L981F</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T9I</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">D3G, Q19E, A63T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">P13L, R203K, G204R</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">F</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">A67V, T95I, Y145D, L212I, G339D, R346K, S371L, S373P, S375F, K417N, N440K, G446S, S477N, T478K, Q493R, G496S, Q498R, N501Y, Y505H, T547K, D614G, H655Y, N679K, P681H, N764K, D796Y, N856K, Q954H, N969K, L981F</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T9I</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">D3G, Q19E, A63T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">P13L, R203K, G204R</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">H</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">A67V, T95I, Y145D, L212I, G339D, R346K, S371L, S373P, S375F, K417N, N440K, G446S, S477N, T478K, E484V, Q493R, G496S, Q498R, N501Y, Y505H, T547K, D614G, H655Y, N679K, P681H, N764K, D796Y, N856K, Q954H, N969K, L981F</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">T9I, N48S</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">D3G, Q19E, A63T</td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">P13L, R203K, G204R</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <p>The D950N mutation in the spike protein of Delta variant was identified in a region external of the receptor-binding domain (RBD), which is recognized for its stability and resistance to recurrent mutations.
                <sup>
                    <xref ref-type="bibr" rid="ref34">34</xref>
                </sup> The V1264L variant in the spike protein introduces an acidic dileucine motif. This motif may affect the endocytosis process for several receptors associated with the resulting protein.
                <sup>
                    <xref ref-type="bibr" rid="ref35">35</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref37">37</xref>
                </sup> V1264L possesses the capability to enhance the functionality of the spike protein. The presence of D63G was associated with a notable increase in viral load and may enable the virus to evade the immune system during replication.
                <sup>
                    <xref ref-type="bibr" rid="ref38">38</xref>
                </sup>
            </p>
            <p>The mutation in the M gene confers a greater biological fitness benefit, potentially associated with glucose absorption during viral replication. Consequently, it is essential to integrate this lineage into current genomic surveillance efforts and meticulously evaluate its possible effects on heightened pathogenicity and treatment considerations.
                <sup>
                    <xref ref-type="bibr" rid="ref39">39</xref>
                </sup> The mutations D63G, R203M, G215C, and D377Y in the N gene were associated with the highest incidence of intensive care unit admissions attributed to the Delta variation. Alterations were detected in an instance of breakthrough reinfection, in which the patient had hypoxia and necessitated hospitalization. These mutations were significantly associated with mortality, as detailed in a study.
                <sup>
                    <xref ref-type="bibr" rid="ref40">40</xref>
                </sup> These modifications may facilitate the propagation of the virus.</p>
            <p>Numerous Omicron lineages have been identified following the classification of B.1.1.529 as a Variant of Concern (VOC) on November 26, 2021. The Omicron variant has been categorized into several sub-lineages, one of which is BA.11. The Omicron sub-variants demonstrate an increased transmissibility relative to the Omicron variant (BA.1) and Delta. Nonetheless, an Omicron infection is less severe than a Delta infection. The BA.5 subvariant of Omicron is presently the most transmissible subvariant and has emerged as the predominant variant in circulation in the United States and numerous other regions globally. BA.5 is gradually replacing the original BA.1 and BA.2 Omicron subvariants of SARS-CoV-2 in several countries.
                <sup>
                    <xref ref-type="bibr" rid="ref40">40</xref>
                </sup> The Omicron BQ.1 subvariant is swiftly becoming as the predominant variant in numerous countries globally, despite its recent emergence. Initial research indicates that BQ.1 is a subvariant of BA.5, with many progeny including BQ.1.1, BQ.1.2, BQ.1.3, and BQ.1.4.2. Alongside BQ.1, its progeny BQ.1.1 is also being monitored with increasing prevalence globally. The distribution of BQ1.23 is as follows: the United States of America comprises 26.0%, Australia 12.0%, Indonesia 9.0%, Japan 7.0%, and Germany 5.0%.
                <sup>
                    <xref ref-type="bibr" rid="ref41">41</xref>
                </sup>
            </p>
            <p>We observed that the isolated SARS-CoV-2 omicron variant exhibited a mutation at T91 in the E protein. The T9I mutation results in the formation of a nonselective ion channel with reduced sensitivity to acid. T9I also decreased cytokine production and mitigated cell death. The alterations in channel properties may account for the Omicron variant&#x2019;s diminished efficacy and lower extent of induced cellular damage. The severity of ionic dyshomeostasis, membrane disruption, and lysosome-related cell death would be mitigated by the enhanced chloride influx and reduced potassium efflux facilitated by T9I channels.
                <sup>
                    <xref ref-type="bibr" rid="ref42">42</xref>
                </sup>
            </p>
            <p>Alterations Q19E and A63T were identified in all major Omicron subvariants. The closeness of the A63T mutation to a key location indicates that it may influence the stabilization of the M protein dimer.
                <sup>
                    <xref ref-type="bibr" rid="ref42">42</xref>
                </sup> The N-terminal D3G and D3N mutations were solely identified in BA.1 and BA.5, respectively, possibly resulting in the establishment of the N-myristoylation site at positions 3&#x2013;8.
                <sup>
                    <xref ref-type="bibr" rid="ref43">43</xref>
                </sup> The P13L mutation may enable the virus to evade cellular immunity.
                <sup>
                    <xref ref-type="bibr" rid="ref44">44</xref>
                </sup> R203K mutations augment the transmission and severity of particular SARS-CoV-2 variants.
                <sup>
                    <xref ref-type="bibr" rid="ref45">45</xref>
                </sup> The Alpha and Gamma VOCs display modifications identical to the R203K and G204R mutations in the N protein, which may result in increased viral loads and augmented expression of subgenomic RNA.
                <sup>
                    <xref ref-type="bibr" rid="ref46">46</xref>,
                    <xref ref-type="bibr" rid="ref47">47</xref>
                </sup>
            </p>
        </sec>
        <sec id="sec17" sec-type="conclusion">
            <title>Conclusion</title>
            <p>It was determined that several isolates are available for the development of next-generation vaccines targeting distinct SARS-CoV-2 variants, including Alpha, Delta, and Omicron. Sequencing test results for nine isolates indicated that four samples were identified as the Alpha (2) and Delta (2) variants, lineage B.1 and AY.23, respectively, while five samples were identified as the Omicron variant, with lineages BA.1.1, BA.5.2, and BQ.1.23.</p>
        </sec>
        <sec id="sec18">
            <title>Ethical considerations</title>
            <p>Ethics and consent were not required.</p>
        </sec>
    </body>
    <back>
        <sec id="sec21" sec-type="data-availability">
            <title>Data availability</title>
            <sec id="sec22">
                <title>Underlying data</title>
                <p>1. Zenodo: Whole genome sequence of selected SARS-CoV-2 isolates for next-generation SARS-CoV-2 vaccine development utilizing structural protein of multiple variants. 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.14768706">https://doi.org/10.5281/zenodo.14768706</ext-link>
                    <sup>
                        <xref ref-type="bibr" rid="ref48">48</xref>
                    </sup>
                </p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Translated Protein Sequence.xlsx</p>
                        </list-item>
                    </list>
                </p>
                <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>
                <p>2. Figshare: &#x201c;Raw data of monthly reported COVID-19 total confirmed cases and death in East Java, Indonesia since January 2021 to December 2023&#x201d;. 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.28236575.v1">https://doi.org/10.6084/m9.figshare.28236575.v1</ext-link>
                    <sup>
                        <xref ref-type="bibr" rid="ref49">49</xref>
                    </sup>
                </p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Raw Data of Monthly reported COVID-19 total confirmed cases and death in East Java, Indonesia since January 2021 to December 2023.xlsx</p>
                        </list-item>
                    </list>
                </p>
                <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>
                <p>3. Figshare: &#x201c;Raw data of quantification of SARS-CoV-2 amino acid mutation among the selected isolates. 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.28236611.v1">https://doi.org/10.6084/m9.figshare.28236611.v1</ext-link>
                    <sup>
                        <xref ref-type="bibr" rid="ref50">50</xref>
                    </sup>
                </p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Raw Data of Quantification of SARS-CoV-2 aminoacid mutations among the selected isolates.xlsx</p>
                        </list-item>
                    </list>
                </p>
                <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>
                <p>4. Figshare: &#x201c;Raw data of phylogenetic analysis and nucleotide changes&#x201d;. 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.28236620.v1">https://doi.org/10.6084/m9.figshare.28236620.v1</ext-link>
                    <sup>
                        <xref ref-type="bibr" rid="ref51">51</xref>,
                        <xref ref-type="bibr" rid="ref52">52</xref>
                    </sup>
                </p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>Raw Data of Phylogenetic analysis and nucleotide changes</p>
                        </list-item>
                    </list>
                </p>
                <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 id="sec23">
                <title>Extended data</title>
                <p>Zenodo: Data images &#x201c;Whole genome characterization of potential isolates for next-generation SARS-CoV-2 vaccine development utilizing structural protein of multiple variants&#x201d;. 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.14683319">https://doi.org/10.5281/zenodo.14683319</ext-link>
                    <sup>
                        <xref ref-type="bibr" rid="ref53">53</xref>
                    </sup>
                </p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>

                                <ext-link ext-link-type="uri" xlink:href="https://zenodo.org/records/14683319/files/Figure%201.jpg?download=1">
Figure 1.jpg</ext-link>
                            </p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>

                                <ext-link ext-link-type="uri" xlink:href="https://zenodo.org/records/14683319/files/Figure%202.jpg?download=1">
Figure 2.jpg</ext-link>
                            </p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>

                                <ext-link ext-link-type="uri" xlink:href="https://zenodo.org/records/14683319/files/Figure%203.jpg?download=1">
Figure 3.jpg</ext-link>
                            </p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>

                                <ext-link ext-link-type="uri" xlink:href="https://zenodo.org/records/14683319/files/Figure%204.jpg?download=1">
Figure 4.jpg</ext-link>
                            </p>
                        </list-item>
                    </list>
                </p>
                <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>
                <p>Zenodo: Tables of Whole genome characterization of potential isolates for next-generation SARS-CoV-2 vaccine development utilizing structural protein of multiple variant. 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.14722865">https://doi.org/10.5281/zenodo.14722865</ext-link>
                    <sup>
                        <xref ref-type="bibr" rid="ref54">54</xref>
                    </sup>
                </p>
                <p>This project contains the following underlying data:
                    <list list-type="bullet">
                        <list-item>
                            <label>&#x2022;</label>
                            <p>

                                <ext-link ext-link-type="uri" xlink:href="https://zenodo.org/records/14722865/files/Table%201.%20Genetic%20Sequence%20Details.xlsx?download=1">
Table 1. Genetic Sequence Details.xlsx</ext-link>
                            </p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>

                                <ext-link ext-link-type="uri" xlink:href="https://zenodo.org/records/14722865/files/Table%202.%20Nucleotide%20Changes.xlsx?download=1">
Table 2. Nucleotide Changes.xlsx</ext-link>
                            </p>
                        </list-item>
                        <list-item>
                            <label>&#x2022;</label>
                            <p>

                                <ext-link ext-link-type="uri" xlink:href="https://zenodo.org/records/14722865/files/Table%203.%20Aminoacid%20Changes.xlsx?download=1">
Table 3. Aminoacid Changes.xlsx</ext-link>
                            </p>
                        </list-item>
                    </list>
                </p>
                <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>Acknowledgements</title>
            <p>The authors thank to Research Center for Vaccine Technology and Development for the isolates and laboratory examinations.</p>
        </ack>
        <ref-list>
            <title>References</title>
            <ref id="ref1">
                <label>1</label>
                <mixed-citation publication-type="other">
                    <collab>WHO</collab>:
                    <source>

                        <italic toggle="yes">Coronovirus Disease 2019 (COVID-19) Indonesian Situation Report June 2021.</italic>
</source>
                    <publisher-loc>Indonesia</publisher-loc>:<year>2021</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://cdn.who.int/media/docs/default-source/searo/indonesia/covid19/external-situation-report-60_23-june-2021.pdf?sfvrsn=15d6c3ad_5">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref2">
                <label>2</label>
                <mixed-citation publication-type="other">
                    <collab>CNN Indonesia</collab>:
                    <source>

                        <italic toggle="yes">East Java Reports First COVID-19 Case.</italic>
</source>
                    <publisher-loc>Indonesia</publisher-loc>:<year>2020</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.cnnindonesia.com/nasional/20200311190149-20-482362/jatim-laporkan-1-pasien-positif-corona-pertama">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref3">
                <label>3</label>
                <mixed-citation publication-type="other">
                    <source>

                        <italic toggle="yes">Kompas: East Java Records the Highest COVID-19 Deaths in Indonesia.</italic>
</source>
                    <publisher-loc>Indonesia</publisher-loc>:<year>2021</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://regional.kompas.com/read/2021/02/08/091000378/jatim-catat-angka-kematian-tertinggi-akibat-covid-19-di-indonesia">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref4">
                <label>4</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Li</surname>
                            <given-names>X</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Geng</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Peng</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Molecular immune pathogenesis and diagnosis of COVID-19.</article-title>
                    <source>

                        <italic toggle="yes">J Pharm Anal.</italic>
</source>
                    <year>2020 Apr</year>;<volume>10</volume>(<issue>2</issue>):<fpage>102</fpage>&#x2013;<lpage>108</lpage>.
                    <pub-id pub-id-type="pmid">32282863</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.jpha.2020.03.001</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7104082</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref5">
                <label>5</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Rantam</surname>
                            <given-names>FA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Prakoeswa</surname>
                            <given-names>CRS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tinduh</surname>
                            <given-names>D</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Characterization of SARS-CoV-2 East Java Isolate, Indonesia.</article-title>
                    <source>

                        <italic toggle="yes">F1000Res.</italic>
</source>
                    <year>2021 Jun</year>;<volume>10</volume>:<fpage>480</fpage>.
                    <pub-id pub-id-type="doi">10.12688/f1000research.53137.1</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref6">
                <label>6</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Rantam</surname>
                            <given-names>FA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kharisma</surname>
                            <given-names>VD</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sumartono</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Molecular docking and dynamic simulation of conserved B cell epitope of SARS-CoV-2 glycoprotein Indonesian isolates: An immunoinformatic approach.</article-title>
                    <source>

                        <italic toggle="yes">F1000Res.</italic>
</source>
                    <year>2021 Aug</year>;<volume>10</volume>:<fpage>813</fpage>.
                    <pub-id pub-id-type="pmid">34909175</pub-id>
                    <pub-id pub-id-type="doi">10.12688/f1000research.54258.1</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8596179</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref7">
                <label>7</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Nirmala</surname>
                            <given-names>EC</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sudjarwo</surname>
                            <given-names>SA</given-names>
                        </name>

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

                        <etal/>
</person-group>:
                    <article-title>The response of CD59 NK cell and IL-6 level in Cynomolgus macaque immunized with inactivated SARS-CoV-2 vaccine candidate.</article-title>
                    <source>

                        <italic toggle="yes">Res J Pharm Technol.</italic>
</source>
                    <year>2023 Jun</year>;<volume>16</volume>(<issue>6</issue>):<fpage>2847</fpage>&#x2013;<lpage>2853</lpage>.
                    <pub-id pub-id-type="doi">10.52711/0974-360X.2023.00469</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref8">
                <label>8</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>A&#x2019;la</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wijaya</surname>
                            <given-names>AY</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Susilowati</surname>
                            <given-names>H</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Inactivated SARS-CoV-2 vaccine candidate immunization on non-human primate animal model: B-cell and T-cell responses immune evaluation.</article-title>
                    <source>

                        <italic toggle="yes">Heliyon.</italic>
</source>
                    <year>2023 Jul</year>;<volume>9</volume>(<issue>7</issue>):<fpage>e18039</fpage>.
                    <pub-id pub-id-type="pmid">37519714</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.heliyon.2023.e18039</pub-id>
                    <pub-id pub-id-type="pmcid">PMC10372371</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref9">
                <label>9</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Purnomo</surname>
                            <given-names>FE</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sudjarwo</surname>
                            <given-names>SA</given-names>
                        </name>

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

                        <etal/>
</person-group>:
                    <article-title>Analysis of IFN-&#x03b3; and CD4
                        <sup>+</sup> responses in comorbid and adult immunized cynomolgus monkey with inactivated SARS-CoV-2 vaccine candidate.</article-title>
                    <source>

                        <italic toggle="yes">Res J Pharm Technol.</italic>
</source>
                    <year>2023 Sep</year>;<volume>16</volume>(<issue>9</issue>):<fpage>4206</fpage>&#x2013;<lpage>4212</lpage>.
                    <pub-id pub-id-type="doi">10.52711/0974-360X.2023.00688</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref10">
                <label>10</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Umair</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ikram</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Salman</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Whole-genome sequencing of SARS-CoV-2 reverals the detection of G614 variant in Pakistan.</article-title>
                    <source>

                        <italic toggle="yes">PLoS One.</italic>
</source>
                    <year>2021 Mar</year>;<volume>16</volume>(<issue>3</issue>):<fpage>e0248371</fpage>.
                    <pub-id pub-id-type="pmid">33755704</pub-id>
                    <pub-id pub-id-type="doi">10.1371/journal.pone.0248371</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7987156</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref11">
                <label>11</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ntagereka</surname>
                            <given-names>PB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Oyola</surname>
                            <given-names>SO</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Baenyi</surname>
                            <given-names>SP</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Whole-genome sequencing of SARS-CoV-2 reveals diverse mutations in circulating Alpha and Delta variants during the first, second, and third waves of COVID-19 in South Kivu, east of the Democratic Republic of the Congo.</article-title>
                    <source>

                        <italic toggle="yes">Int J Infect Dis.</italic>
</source>
                    <year>2022 Sep</year>;<volume>122</volume>:<fpage>136</fpage>&#x2013;<lpage>143</lpage>.
                    <pub-id pub-id-type="pmid">35598737</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.ijid.2022.05.041</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9119719</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref12">
                <label>12</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Gayvert</surname>
                            <given-names>K</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Lim</surname>
                            <given-names>WK</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Evolutionary trajectory of SARS-CoV-2 genome shifts during widespread vaccination and emergence of Omicron variant.</article-title>
                    <source>

                        <italic toggle="yes">npj Viruses.</italic>
</source>
                    <year>2023 Nov</year>;<volume>1</volume>:<fpage>1</fpage>&#x2013;<lpage>5</lpage>.
                    <pub-id pub-id-type="doi">10.1038/s44298-023-00007-z</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref13">
                <label>13</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Forster</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Renfew</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Phylogenetic network analysis of SARS-CoV-2 genomes.</article-title>
                    <source>

                        <italic toggle="yes">Proc Natl Acad Sci USA.</italic>
</source>
                    <year>2020 Jun</year>;<volume>117</volume>(<issue>23</issue>):<fpage>9241</fpage>&#x2013;<lpage>9243</lpage>.
                    <pub-id pub-id-type="pmid">32269081</pub-id>
                    <pub-id pub-id-type="doi">10.1073/pnas.2004999117</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7196762</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref14">
                <label>14</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Chookajorn</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kochakarn</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wilasang</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Southeast Asia is an emerging hotspot for COVID-19.</article-title>
                    <source>

                        <italic toggle="yes">Nat Med.</italic>
</source>
                    <year>2021 Sep</year>;<volume>27</volume>:<fpage>1495</fpage>&#x2013;<lpage>1496</lpage>.
                    <pub-id pub-id-type="pmid">34400842</pub-id>
                    <pub-id pub-id-type="doi">10.1038/s41591-021-01471-x</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref15">
                <label>15</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hadfield</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Megill</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bell</surname>
                            <given-names>SM</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Nextstrain: real-time tracking of pathogen evolution.</article-title>
                    <source>

                        <italic toggle="yes">Bioinformatics.</italic>
</source>
                    <year>2018 Dec</year>;<volume>34</volume>(<issue>23</issue>):<fpage>4121</fpage>&#x2013;<lpage>4123</lpage>.
                    <pub-id pub-id-type="pmid">29790939</pub-id>
                    <pub-id pub-id-type="doi">10.1093/bioinformatics/bty407</pub-id>
                    <pub-id pub-id-type="pmcid">PMC6247931</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref16">
                <label>16</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ahmed</surname>
                            <given-names>SF</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Quadeer</surname>
                            <given-names>AA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>McKay</surname>
                            <given-names>MR</given-names>
                        </name>
</person-group>:
                    <article-title>Preliminary identification of potential vaccine targets for the COVID-19 coronavirus (SARS-CoV-2) based on SARS-CoV immunological studies.</article-title>
                    <source>

                        <italic toggle="yes">Viruses.</italic>
</source>
                    <year>2020 Feb</year>;<volume>12</volume>(<issue>3</issue>):<fpage>254</fpage>.
                    <pub-id pub-id-type="pmid">32106567</pub-id>
                    <pub-id pub-id-type="doi">10.3390/v12030254</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7150947</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref17">
                <label>17</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Cahyani</surname>
                            <given-names>I</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Putro</surname>
                            <given-names>EW</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ridwanuloh</surname>
                            <given-names>AM</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Genome Profiling of SARS-CoV-2 in Indonesia, ASEAN and the Neighbouring East Asian Countries: Features, Challenges and Achievements.</article-title>
                    <source>

                        <italic toggle="yes">Viruses.</italic>
</source>
                    <year>2022 Apr</year>;<volume>14</volume>(<issue>4</issue>):<fpage>778</fpage>.
                    <pub-id pub-id-type="pmid">35458508</pub-id>
                    <pub-id pub-id-type="doi">10.3390/v14040778</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9027902</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref18">
                <label>18</label>
                <mixed-citation publication-type="other">
                    <collab>Kompas</collab>:
                    <source>

                        <italic toggle="yes">The chronological of first case of SARS-CoV-2 Delta variant reported in East Java Province, Indonesia.</italic>
</source>
                    <publisher-loc>Indonesia</publisher-loc>:<year>2021</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://regional.kompas.com/read/2021/06/25/065300478/begini-awal-mula-varian-delta-ditemukan-di-jatim-hingga-penanganannya?page=all">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref19">
                <label>19</label>
                <mixed-citation publication-type="other">
                    <collab>COVID19.co.id</collab>:
                    <source>

                        <italic toggle="yes">The distribution map of COVID-19 outbreaks in Indonesia.</italic>
</source>
                    <publisher-loc>Indonesia</publisher-loc>:<year>2023</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://covid19.go.id/peta-sebaran">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref20">
                <label>20</label>
                <mixed-citation publication-type="other">
                    <collab>BBC News</collab>:
                    <article-title>Delta variant: Which Asian countries are seeing rising cases?</article-title>
                    <year>2021</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.bbc.com/news/world-asia-53420537">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref21">
                <label>21</label>
                <mixed-citation publication-type="other">
                    <collab>The Guardian</collab>:
                    <article-title>US in another pivotal moment as Delat variant drives surge in COVID cases.</article-title>
                    <year>2021</year>.
                    <ext-link ext-link-type="uri" xlink:href="https://www.theguardian.com/us-news/2021/jul/22/us-covid-cases-rise-delta-variant">Reference Source</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref22">
                <label>22</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Kempf</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Nehlmeier</surname>
                            <given-names>I</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Delta variant (B.1.617.2) sublineages do not show increased neutralization resistance.</article-title>
                    <source>

                        <italic toggle="yes">Cell Mol Immunol.</italic>
</source>
                    <year>2021 Nov</year>;<volume>18</volume>(<issue>11</issue>):<fpage>2557</fpage>&#x2013;<lpage>2559</lpage>.
                    <pub-id pub-id-type="pmid">34635807</pub-id>
                    <pub-id pub-id-type="doi">10.1038/s41423-021-00772-y</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8503871</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref23">
                <label>23</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Chavda</surname>
                            <given-names>VP</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Apostolopoulos</surname>
                            <given-names>V</given-names>
                        </name>
</person-group>:
                    <article-title>Global impact of delta plus variant and vaccination.</article-title>
                    <source>

                        <italic toggle="yes">Expert Rev Vaccines.</italic>
</source>
                    <year>2022 May</year>;<volume>21</volume>(<issue>5</issue>):<fpage>597</fpage>&#x2013;<lpage>600</lpage>.
                    <pub-id pub-id-type="pmid">35184660</pub-id>
                    <pub-id pub-id-type="doi">10.1080/14760584.2022.2044800</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref24">
                <label>24</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Das</surname>
                            <given-names>NC</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Bayry</surname>
                            <given-names>J</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>In silico analyses on the comparative potential of therapeutic human monoclonal antibodies against newly emerged SARS-CoV-2 variants bearing mutant spike protein.</article-title>
                    <source>

                        <italic toggle="yes">Front Immunol.</italic>
</source>
                    <year>2022 Jan</year>;<volume>12</volume>:<fpage>782506</fpage>.
                    <pub-id pub-id-type="pmid">35082779</pub-id>
                    <pub-id pub-id-type="doi">10.3389/fimmu.2021.782506</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8784557</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref25">
                <label>25</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Singer</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gifford</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Cotten</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>CoV-GLUE: A Web Application for Tracking SARS-CoV-2 Genomic Variation.</article-title>
                    <source>

                        <italic toggle="yes">Preprint.</italic>
</source>
                    <year>2020 Jun</year>;<fpage>2020060225</fpage>.</mixed-citation>
            </ref>
            <ref id="ref26">
                <label>26</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Motozono</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Toyoda</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Zahradnik</surname>
                            <given-names>J</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>An emerging SARS-CoV-2 variant evading cellular immunity and increasing viral infectivity.</article-title>
                    <source>

                        <italic toggle="yes">Cell Host Microbe.</italic>
</source>
                    <year>2021 Jul</year>;<volume>29</volume>(<issue>7</issue>):<fpage>1124</fpage>&#x2013;<lpage>1136.e11</lpage>.
                    <pub-id pub-id-type="pmid">34171266</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.chom.2021.06.006</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref27">
                <label>27</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Deng</surname>
                            <given-names>X</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Garcia-Knight</surname>
                            <given-names>MA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Khalid</surname>
                            <given-names>MM</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Transmission, infectivity, and neutralization of a spike L452R SARS-CoV-2 variant.</article-title>
                    <source>

                        <italic toggle="yes">Cell.</italic>
</source>
                    <year>2021 Jun</year>;<volume>184</volume>(<issue>13</issue>):<fpage>3426</fpage>&#x2013;<lpage>3437.e8</lpage>.
                    <pub-id pub-id-type="pmid">33991487</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.cell.2021.04.025</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref28">
                <label>28</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>McCallum</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bassi</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>De Marco</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>SARS-CoV-2 immune evasion by the B.1.427/B.1.429 variant of concern.</article-title>
                    <source>

                        <italic toggle="yes">Science.</italic>
</source>
                    <year>2021 Aug</year>;<volume>373</volume>(<issue>6555</issue>):<fpage>648</fpage>&#x2013;<lpage>654</lpage>.
                    <pub-id pub-id-type="pmid">34210893</pub-id>
                    <pub-id pub-id-type="doi">10.1126/science.abi7994</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9835956</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref29">
                <label>29</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bian</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gao</surname>
                            <given-names>Q</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gao</surname>
                            <given-names>F</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Impact of the Delta variant on vaccine efficacy and response strategies.</article-title>
                    <source>

                        <italic toggle="yes">Expert Rev Vaccines.</italic>
</source>
                    <year>2021 Oct</year>;<volume>20</volume>(<issue>10</issue>):<fpage>1201</fpage>&#x2013;<lpage>1209</lpage>.
                    <pub-id pub-id-type="pmid">34488546</pub-id>
                    <pub-id pub-id-type="doi">10.1080/14760584.2021.1976153</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8442750</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref30">
                <label>30</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Mercatelli</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Rakhimov</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Preliminary report on severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Spike mutation T478K.</article-title>
                    <source>

                        <italic toggle="yes">J Med Virol.</italic>
</source>
                    <year>2021 Sep</year>;<volume>93</volume>(<issue>9</issue>):<fpage>5638</fpage>&#x2013;<lpage>5643</lpage>.
                    <pub-id pub-id-type="pmid">33951211</pub-id>
                    <pub-id pub-id-type="doi">10.1002/jmv.27062</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8242375</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref31">
                <label>31</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Johnson</surname>
                            <given-names>BA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Xie</surname>
                            <given-names>X</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kalveram</surname>
                            <given-names>B</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Furin cleavage site is key to SARS-CoV-2 pathogenesis.</article-title>
                    <source>

                        <italic toggle="yes">Nature.</italic>
</source>
                    <year>2021 Mar</year>;<volume>591</volume>(<issue>7849</issue>):<fpage>293</fpage>&#x2013;<lpage>299</lpage>.
                    <pub-id pub-id-type="pmid">33494095</pub-id>
                    <pub-id pub-id-type="doi">10.1038/s41586-021-03237-4</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8175039</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref32">
                <label>32</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Shi</surname>
                            <given-names>AC</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Xie</surname>
                            <given-names>X</given-names>
                        </name>
</person-group>:
                    <article-title>Making sense of spike D614G in SARS-CoV-2 transmission.</article-title>
                    <source>

                        <italic toggle="yes">Sci China Life Sci.</italic>
</source>
                    <year>2021 Jul</year>;<volume>64</volume>(<issue>7</issue>):<fpage>1062</fpage>&#x2013;<lpage>1067</lpage>.
                    <pub-id pub-id-type="pmid">33587268</pub-id>
                    <pub-id pub-id-type="doi">10.1007/s11427-020-1893-9</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7882856</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref33">
                <label>33</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>McCallum</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bassi</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>De Marco</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>SARS-CoV-2 immune evasion by the B.1.427/B.1.429 variant of concern.</article-title>
                    <source>

                        <italic toggle="yes">Science.</italic>
</source>
                    <year>2021 Aug</year>;<volume>373</volume>(<issue>6555</issue>):<fpage>648</fpage>&#x2013;<lpage>654</lpage>.
                    <pub-id pub-id-type="pmid">34210893</pub-id>
                    <pub-id pub-id-type="doi">10.1126/science.abi7994</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9835956</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref34">
                <label>34</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ray</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Le</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Andricioaei</surname>
                            <given-names>I</given-names>
                        </name>
</person-group>:
                    <article-title>Distant residues modulate conformational opening in SARS-CoV-2 spike protein.</article-title>
                    <source>

                        <italic toggle="yes">Proc Natl Acad Sci USA.</italic>
</source>
                    <year>2021 Oct</year>;<volume>118</volume>(<issue>43</issue>):<fpage>e2100943118</fpage>.
                    <pub-id pub-id-type="pmid">34615730</pub-id>
                    <pub-id pub-id-type="doi">10.1073/pnas.2100943118</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8639331</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref35">
                <label>35</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Doray</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Knisely</surname>
                            <given-names>JM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wartman</surname>
                            <given-names>L</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Identification of acidic dileucine signals in LRP9 that interact with both GGAs and AP-1/AP-2.</article-title>
                    <source>

                        <italic toggle="yes">Traffic.</italic>
</source>
                    <year>2008 Sep</year>;<volume>9</volume>(<issue>9</issue>):<fpage>1551</fpage>&#x2013;<lpage>1562</lpage>.
                    <pub-id pub-id-type="pmid">18627575</pub-id>
                    <pub-id pub-id-type="doi">10.1111/j.1600-0854.2008.00786.x</pub-id>
                    <pub-id pub-id-type="pmcid">PMC2892795</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref36">
                <label>36</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kelly</surname>
                            <given-names>BT</given-names>
                        </name>

                        <name name-style="western">
                            <surname>McCoy</surname>
                            <given-names>AJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Spate</surname>
                            <given-names>K</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>A structural explanation for the binding of endocytic dileucine motifs by the AP2 complex.</article-title>
                    <source>

                        <italic toggle="yes">Nature.</italic>
</source>
                    <year>2008 Dec</year>;<volume>456</volume>(<issue>7224</issue>):<fpage>976</fpage>&#x2013;<lpage>979</lpage>.
                    <pub-id pub-id-type="pmid">19140243</pub-id>
                    <pub-id pub-id-type="doi">10.1038/nature07422</pub-id>
                    <pub-id pub-id-type="pmcid">PMC4340503</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref37">
                <label>37</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Tikkanen</surname>
                            <given-names>R</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Denzer</surname>
                            <given-names>K</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The dileucine motif within the tail of MPR46 is required for sorting of the receptor in endosomes.</article-title>
                    <source>

                        <italic toggle="yes">Traffic.</italic>
</source>
                    <year>2000 Aug</year>;<volume>1</volume>(<issue>8</issue>):<fpage>631</fpage>&#x2013;<lpage>640</lpage>.
                    <pub-id pub-id-type="pmid">11208151</pub-id>
                    <pub-id pub-id-type="doi">10.1034/j.1600-0854.2000.010807.x</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref38">
                <label>38</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Liu</surname>
                            <given-names>W</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Li</surname>
                            <given-names>H</given-names>
                        </name>
</person-group>:
                    <article-title>COVID-19: Attacks Immune Cells and Interferences with Antigen Presentation through MHC-Like Decoy System.</article-title>
                    <source>

                        <italic toggle="yes">J Immunother.</italic>
</source>
                    <year>2023 Apr</year>;<volume>46</volume>(<issue>3</issue>):<fpage>75</fpage>&#x2013;<lpage>88</lpage>.
                    <pub-id pub-id-type="pmid">36799912</pub-id>
                    <pub-id pub-id-type="doi">10.1097/CJI.0000000000000455</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9987643</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref39">
                <label>39</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Shen</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bard</surname>
                            <given-names>JD</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Triche</surname>
                            <given-names>TJ</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Emerging variants of concern in SARS-CoV-2 membrane protein: a highly conserved target with potential pathological and therapeutic implications.</article-title>
                    <source>

                        <italic toggle="yes">Emerg Microbes Infect.</italic>
</source>
                    <year>2021 Dec</year>;<volume>10</volume>(<issue>1</issue>):<fpage>885</fpage>&#x2013;<lpage>893</lpage>.
                    <pub-id pub-id-type="pmid">33896413</pub-id>
                    <pub-id pub-id-type="doi">10.1080/22221751.2021.1922097</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8118436</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref40">
                <label>40</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Shastri</surname>
                            <given-names>J</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Aggarwal</surname>
                            <given-names>V</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Severe SARS-CoV-2 breakthrough reinfection with delta variant after recovery from breakthrough infection by alpha variant in a fully vaccinated health worker.</article-title>
                    <source>

                        <italic toggle="yes">Front Med (Lausanne).</italic>
</source>
                    <year>2021 Aug</year>;<volume>8</volume>:<fpage>737007</fpage>.
                    <pub-id pub-id-type="pmid">34490316</pub-id>
                    <pub-id pub-id-type="doi">10.3389/fmed.2021.737007</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8418387</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref41">
                <label>41</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ong</surname>
                            <given-names>CP</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ye</surname>
                            <given-names>ZW</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tang</surname>
                            <given-names>K</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Comparative analysis of SARS-CoV-2 Omicron BA.2.12.1 and BA.5.2 variants.</article-title>
                    <source>

                        <italic toggle="yes">J Med Virol.</italic>
</source>
                    <year>2023 Jan</year>;<volume>95</volume>(<issue>1</issue>):<fpage>e28326</fpage>.
                    <pub-id pub-id-type="pmid">36411262</pub-id>
                    <pub-id pub-id-type="doi">10.1002/jmv.28326</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref42">
                <label>42</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Xia</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wang</surname>
                            <given-names>Y</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Pan</surname>
                            <given-names>X</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Why is the SARS-CoV-2 Omicron variant milder?</article-title>
                    <source>

                        <italic toggle="yes">Innovation (Camb).</italic>
</source>
                    <year>2022 Jul</year>;<volume>3</volume>(<issue>4</issue>):<fpage>100251</fpage>.
                    <pub-id pub-id-type="pmid">35497020</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.xinn.2022.100251</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref43">
                <label>43</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Marques-Pereira</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Pires</surname>
                            <given-names>MN</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gouveia</surname>
                            <given-names>RP</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>SARS-CoV-2 membrane protein: from genomic data to structural new insights.</article-title>
                    <source>

                        <italic toggle="yes">Int J Mol Sci.</italic>
</source>
                    <year>2022 Mar</year>;<volume>23</volume>(<issue>6</issue>):<fpage>2986</fpage>.
                    <pub-id pub-id-type="pmid">35328409</pub-id>
                    <pub-id pub-id-type="doi">10.3390/ijms23062986</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8948900</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref44">
                <label>44</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Indari</surname>
                            <given-names>O</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kashyap</surname>
                            <given-names>D</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Mutational analysis of structural proteins of SARS-CoV-2.</article-title>
                    <source>

                        <italic toggle="yes">Heliyon.</italic>
</source>
                    <year>2021 Mar</year>;<volume>7</volume>(<issue>3</issue>):<fpage>e06572</fpage>.
                    <pub-id pub-id-type="pmid">33778179</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.heliyon.2021.e06572</pub-id>
                    <pub-id pub-id-type="pmcid">PMC7980187</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref45">
                <label>45</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Silva</surname>
                            <given-names>TI</given-names>
                            <prefix>de</prefix>
                        </name>

                        <name name-style="western">
                            <surname>Liu</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lindsey</surname>
                            <given-names>BB</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The impact of viral mutations on recognition by SARS-CoV-2 specific T cells.</article-title>
                    <source>

                        <italic toggle="yes">iScience.</italic>
</source>
                    <year>2021 Nov</year>;<volume>24</volume>(<issue>11</issue>):<fpage>103353</fpage>.
                    <pub-id pub-id-type="pmid">34729465</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.isci.2021.103353</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8552693</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref46">
                <label>46</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Wu</surname>
                            <given-names>H</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Xing</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Meng</surname>
                            <given-names>K</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Nucleocapsid mutations R203K/G204R increase the infectivity, fitness, and virulence of SARS-CoV-2.</article-title>
                    <source>

                        <italic toggle="yes">Cell Host Microbe.</italic>
</source>
                    <year>2021 Dec</year>;<volume>29</volume>(<issue>12</issue>):<fpage>1788</fpage>&#x2013;<lpage>1801.e6</lpage>.
                    <pub-id pub-id-type="pmid">34822776</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.chom.2021.11.005</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8590493</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref47">
                <label>47</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

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

                        <name name-style="western">
                            <surname>Parker</surname>
                            <given-names>MD</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Generation of a novel SARS-CoV-2 sub-genomic RNA due to the R203K/G204R variant in nucleocapsid: homologous recombination has potential to change SARS-CoV-2 at both protein and RNA level.</article-title>
                    <source>

                        <italic toggle="yes">Pathog Immun.</italic>
</source>
                    <year>2021 Aug</year>;<volume>6</volume>(<issue>2</issue>):<fpage>27</fpage>&#x2013;<lpage>49</lpage>.
                    <pub-id pub-id-type="pmid">34541432</pub-id>
                    <pub-id pub-id-type="doi">10.20411/pai.v6i2.460</pub-id>
                    <pub-id pub-id-type="pmcid">PMC8439434</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref48">
                <label>48</label>
                <mixed-citation publication-type="data">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Diyantoro</surname>
                        </name>

                        <name name-style="western">
                            <surname>Rantam</surname>
                            <given-names>FA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Juniastuti</surname>
                            <given-names>J</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <data-title>Whole genome sequence of selected SARS-CoV-2 isolates for next-generation SARS-CoV-2 vaccine development utilizing structural protein of multiple variants</data-title>[Data set].
                    <source>

                        <italic toggle="yes">Zenodo.</italic>
</source>
                    <year>2025</year>.
                    <pub-id pub-id-type="doi">10.5281/zenodo.14768706</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref49">
                <label>49</label>
                <mixed-citation publication-type="data">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Diyantoro</surname>
                        </name>

                        <name name-style="western">
                            <surname>Rantam</surname>
                            <given-names>FA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Juniastuti</surname>
                        </name>

                        <etal/>
</person-group>:
                    <data-title>Monthly reported COVID-19 total confirmed cases and death in East Java, Indonesia since January 2021 to December 2023.</data-title>Dataset.
                    <source>

                        <italic toggle="yes">figshare.</italic>
</source>
                    <pub-id pub-id-type="doi">10.6084/m9.figshare.28236575.v1</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref50">
                <label>50</label>
                <mixed-citation publication-type="data">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Diyantoro</surname>
                        </name>

                        <name name-style="western">
                            <surname>Rantam</surname>
                            <given-names>FA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Juniastuti</surname>
                        </name>

                        <etal/>
</person-group>:
                    <data-title>Quantification of SARS-CoV-2 amino acid mutations among the selected isolates.</data-title>Dataset.
                    <source>

                        <italic toggle="yes">figshare.</italic>
</source>
                    <pub-id pub-id-type="doi">10.6084/m9.figshare.28236611.v1</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref51">
                <label>51</label>
                <mixed-citation publication-type="data">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Diyantoro</surname>
                        </name>

                        <name name-style="western">
                            <surname>Rantam</surname>
                            <given-names>FA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Juniastuti</surname>
                        </name>

                        <etal/>
</person-group>:
                    <data-title>Phylogenetic Analysis and Nucleotide Changes.</data-title>Dataset.
                    <source>

                        <italic toggle="yes">figshare.</italic>
</source>
                    <pub-id pub-id-type="doi">10.6084/m9.figshare.28236620.v1</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref52">
                <label>52</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Aksamentov</surname>
                            <given-names>I</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Roemer</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hodcroft</surname>
                            <given-names>EB</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Nextclade: clade assignment, mutation calling and quality control for viral genomes.</article-title>
                    <source>

                        <italic toggle="yes">J Open Source Softw.</italic>
</source>
                    <year>2021 Nov</year>;<volume>6</volume>(<issue>67</issue>):<fpage>3773</fpage>.
                    <pub-id pub-id-type="doi">10.21105/joss.03773</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref53">
                <label>53</label>
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Diyantoro</surname>
                        </name>

                        <name name-style="western">
                            <surname>Rantam</surname>
                            <given-names>FA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Juniastuti</surname>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Figures of whole genome characterization of potential isolates for next-generation SARS-CoV-2 vaccine development utilizing structural protein of multiple variants.</article-title>
                    <source>

                        <italic toggle="yes">Zenodo.</italic>
</source>
                    <pub-id pub-id-type="doi">10.5281/zenodo.14683319</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref54">
                <label>54</label>
                <mixed-citation publication-type="data">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Diyantoro</surname>
                        </name>

                        <name name-style="western">
                            <surname>Rantam</surname>
                            <given-names>FA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Juniastuti</surname>
                        </name>

                        <etal/>
</person-group>:
                    <data-title>Tables of Whole genome characterization of potential isolates for next-generation SARS-CoV-2 vaccine development utilizing structural protein of multiple variant.</data-title>[Data set].
                    <source>

                        <italic toggle="yes">Zenodo.</italic>
</source>
                    <pub-id pub-id-type="doi">10.5281/zenodo.14722865</pub-id>
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
    <sub-article article-type="reviewer-report" id="report382216">
        <front-stub>
            <article-id pub-id-type="doi">10.5256/f1000research.174503.r382216</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Khalid</surname>
                        <given-names>Kanwal</given-names>
                    </name>
                    <xref ref-type="aff" rid="r382216a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0003-4486-3097</uri>
                </contrib>
                <aff id="r382216a1">
                    <label>1</label>Sunway University, Selangor, Malaysia</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>10</day>
                <month>5</month>
                <year>2025</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2025 Khalid K</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="relatedArticleReport382216" related-article-type="peer-reviewed-article" xlink:href="10.12688/f1000research.158856.1"/>
            <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>The manuscript is generally well-structured, scientifically sound, and presents relevant research. However, for minor revision, the following improvements are recommended.</bold>
            </p>
            <p> </p>
            <p> The rationale for choosing the nine SARS-CoV-2 samples for whole genome sequencing is not well-defined beyond "strong positivity and stability."</p>
            <p> Indicate the timeframe of sample collection and whether the isolates are representative of circulating variants during a specific outbreak period in East Java. The manuscript doesn&#x2019;t specify when the samples were collected or whether they represent different waves or variant surges.</p>
            <p> There&#x2019;s no information on the patients or samples (e.g., age, sex, symptoms, CT values).</p>
            <p> While mutations and comparisons to Wuhan-Hu-1 are described, lineage/clade assignments (e.g., using Pangolin or Nextstrain clade names) are not reported.</p>
            <p> Briefly discuss whether the mutations found affect vaccine targets (e.g., Spike protein RBD) or are hallmarks of known variants.</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>Immunology and vaccine development</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>
