<?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="review-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.172259.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Review</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Exploring the potential of fungal application in sustainable biofuel production: innovations, challenges and future directions</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: awaiting peer review]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Mahmood Mohammed</surname>
                        <given-names>Gufran</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/">Validation</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Naeema Hawar</surname>
                        <given-names>Sumaiya</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/">Investigation</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; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Al-Shmgani</surname>
                        <given-names>Hanady</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-9108-4603</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Biology Department, University of Baghdad, College of Education for Pure Sciences/Ibn al-Haitham, Baghdad, Iraq</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:hanadi.s.as@ihcoedu.uobaghdad.edu.iq">hanadi.s.as@ihcoedu.uobaghdad.edu.iq</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>6</day>
                <month>2</month>
                <year>2026</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2026</year>
            </pub-date>
            <volume>15</volume>
            <elocation-id>208</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>15</day>
                    <month>12</month>
                    <year>2025</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2026 Mahmood Mohammed G et al.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/15-208/pdf"/>
            <abstract>
                <p>Fungi exhibit exceptional enzymatic and metabolic capabilities that enable efficient biomass conversion, positioning them as pivotal agents in sustainable biofuel production. This review reported the latest advancements in fungal biotechnology, including genetic engineering, novel fungal strains, and integrated bioprocessing techniques that enhance biofuel yields while minimizing ecological impacts. The key challenges such as scalability, cost-effectiveness, and process efficiency-are critically analyzed. Furthermore, the review outlines future research directions to overcome these barriers and fully harness fungi&#x2019;s potential in renewable energy. By consolidating cutting-edge innovations and persistent limitations, this review highlights the transformative role of fungi in advancing cleaner biofuel technologies.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>fungi biofuel</kwd>
                <kwd>renewable energy</kwd>
                <kwd>biomass valorization</kwd>
                <kwd>lipid accumulation</kwd>
                <kwd>enzymatic hydrolysis</kwd>
                <kwd>sustainable energy</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec1" sec-type="intro">
            <title>Introduction</title>
            <p>The global energy crisis and escalating climate change necessitate urgent transitions from fossil fuels to sustainable alternatives. Biofuels, derived from organic biomass, offer a renewable solution with an 83% reduction in greenhouse gas (GHG) emissions compared to petroleum.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup> They also bolster energy security, support rural economies,
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> and exhibit a higher net energy balance than conventional gasoline.
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> However, scaling biofuel production faces hurdles, prompting innovations in microbial biotechnology.</p>
            <p>However, scaling biofuel production remains a challenge. Researchers are advancing methods such as genetic engineering and microbial biomass optimization,
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> applying bio-refining techniques similar to petroleum processing. Among liquid biofuel, biodiesel is the second most widely produced globally, reaching 48 billion liters in 2021.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>,
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> As fossil fuel reserves decline and emissions rise,
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup> optimizing biofuel efficiency and sustainability is imperative.</p>
            <p>Fungi, with their unparalleled lignocellulose-degrading enzymes and lipid-accumulating capabilities, are emerging as game-changers in biofuel synthesis. This review analyzes fungi mechanistic advantages, recent progress, and persistent obstacles, providing a guide for development of sustainable fungal-based biofuel systems.</p>
        </sec>
        <sec id="sec2">
            <title>Biofuel production generations: A comparative analysis</title>
            <p>Biofuel production can be classified into four main generations, each defined by distinct feedstocks and technological innovations as following:</p>
            <p>

                <bold>The first generation</bold> relies on edible sources such as corn, sugarcane, and animal fats.
                <sup>
                    <xref ref-type="bibr" rid="ref8">8</xref>
                </sup> However, their dependence on food crops has raised discussions about sustainability, particularly regarding food security and agricultural land allocation.
                <sup>
                    <xref ref-type="bibr" rid="ref9">9</xref>
                </sup>
            </p>
            <p>

                <bold>To overcome these drawbacks, Second-generation focus to non-food biomass,
</bold> including agricultural waste and wood residues.
                <sup>
                    <xref ref-type="bibr" rid="ref10">10</xref>
                </sup> Although their potential environmentally favorable, the commercialization is constrained by high cost of processing procedures and technological barriers.</p>
            <p>

                <bold>The third generation leverage microalgae,
</bold> which grow rabidly, require minimal arable land, and produce fewer emissions than conventional crops.
                <sup>
                    <xref ref-type="bibr" rid="ref11">11</xref>,
                    <xref ref-type="bibr" rid="ref12">12</xref>
                </sup> However, economical production and efficient methods remain key obstacles.</p>
            <p>

                <bold>For that the fourth generation</bold> further refine this approach by using genetically engineered algal strains (e.g. 
                <italic toggle="yes">Chlorella sorokiniana, Chlamydomonas reinhardtii</italic>) to enhance produce and carbon sequestration.
                <sup>
                    <xref ref-type="bibr" rid="ref13">13</xref>,
                    <xref ref-type="bibr" rid="ref14">14</xref>
                </sup> While this approach is promising, these methods with ecological safety concerns requiring further study.</p>
            <p>Some researchers propose a 
                <bold>promising fifth advanced generation</bold> which combines synthetic biology with renewable energy (e.g. electro-fuels from green hydrogen) to accomplish a closed carbon cycle.
                <sup>
                    <xref ref-type="bibr" rid="ref15">15</xref>
                </sup> This cutting-edge approach aims to overcome the scalability and sustainability limitations of earlier biofuel generations.</p>
        </sec>
        <sec id="sec3">
            <title>Definition and importance of sustainable biofuels</title>
            <p>Sustainable biofuel, also Known as non-conventional fuels, are derived from renewable biomass and can be used as a substitute for conventional fossil fuels including coal, petroleum, natural gas, and propane. By which methanol and bio-ethanol bends are frequently added to gasoline to improve its octane rating and lower greenhouse gas emissions.
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> In addition to reducing carbon emissions, biofuel also reduce Short-Lived Climatic Factors (SLCFs) which deteriorates air quality and has a negative impact on both agricultural production and human health.
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup>
            </p>
            <p>Another key form of sustainable biofuel is 
                <bold>biogas</bold>, produced through anaerobic fermentation. Biogas combustion generates a cleaner, hotter flame compared to conventional fossil fuel, making it an efficient energy source for heating and electricity.
                <sup>
                    <xref ref-type="bibr" rid="ref16">16</xref>
                </sup> However, certain biofuels can influence emissions of 
                <bold>black carbon (BC)</bold> and 
                <bold>organic carbon (OC)</bold>, particularly during cooking. Studies indicate that while fossil fuel use increases BC and OC emissions, switching to biofuels can significantly reduce these pollutants.
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup>
            </p>
            <p>A critical advancement in sustainable biofuels is 
                <bold>Sustainable Aviation Fuel</bold> (SAF), which plays a pivotal role in decarbonizing the aviation sector. Before the COVID-19 pandemic, aviation contributed to approximately 10% of U.S. transportation emissions and 3% of total GHG emissions.
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup> SAF is essential for reducing emissions in hard-to-electrify transport sectors, with targets aiming to scale domestic biofuel consumption to to3 billion gallons by 2030. Renewable biofuel (RB) further support the de-carbonization of media and heavy-duty vehicles, aligning with global climate mitigation strategies.
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup>
            </p>
        </sec>
        <sec id="sec4">
            <title>Fungal advantages in biofuel and bioethanol production</title>
            <p>Fungi plays a pivotal role in various biological and ecological processes, making them vital in sustainable biofuel production (
                <xref ref-type="table" rid="T1">
Table 1</xref>).
                <sup>
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup> Their unique metabolic capabilities offer several advantages over conventional biofuel production methods:

                <list list-type="order">
                    <list-item>
                        <label>1.</label>
                        <p>

                            <bold>Biomass degradation and Lignocellulose Breakdown</bold>
                        </p>
                    </list-item>
                </list>
            </p>
            <table-wrap id="T1" orientation="portrait" position="float">
                <label>
Table 1. </label>
                <caption>
                    <title>Key fungal enzymes in biofuel production.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Enzyme</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Function</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Example strain</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Lignin peroxidase (LiP)</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Lignin depolymerization</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Phanerochaete chrysosporium</italic>
</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Cellobiohydrolases</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Cellulose hydrolysis</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Trichoderma reesei</italic>
</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Lipases</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Biodiesel transesterification</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">
                                <italic toggle="yes">Rhizopus oryzae</italic>
</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <p>Fungi, especially 
                <bold>white-root fungi,
</bold> excel in decomposing complex organic compounds such as cellulose, and hemicellulose, and lignin-key component of plant biomass.
                <sup>
                    <xref ref-type="bibr" rid="ref20">20</xref>
                </sup> This ability allows for efficient pretreatment of lignocellulosic feedstocks, which is crucial for bioethanol production.

                <list list-type="order">
                    <list-item>
                        <label>2.</label>
                        <p>

                            <bold>Utilization of Low-cost Row materials</bold>
                        </p>
                    </list-item>
                </list>
            </p>
            <p>Fungal biofuel production supports circular economy principles by utilizing abundant waste materials, including agricultural residues (e.g. straw, corn stover), forestry waste, and urban organic waste.
                <sup>
                    <xref ref-type="bibr" rid="ref21">21</xref>
                </sup> This reduces reliance on food crops, mitigating the &#x201c;food vs. fuel&#x201d; dilemma associated with first-generation biofuels.
                <sup>
                    <xref ref-type="bibr" rid="ref22">22</xref>,
                    <xref ref-type="bibr" rid="ref23">23</xref>
                </sup>

                <list list-type="order">
                    <list-item>
                        <label>3.</label>
                        <p>

                            <bold>Enzymatic Efficiency in Biofuel Processing</bold>
                        </p>
                    </list-item>
                </list>
            </p>
            <p>Fungi produce a suite of lignocellulolytic enzymes essential for biomass conversion, including:
                <list list-type="bullet">
                    <list-item>
                        <label>&#x2022;</label>
                        <p>Laccases, lignin peroxidase (LiP), manganese peroxidase (MnP), for lignin degradation.
                            <sup>
                                <xref ref-type="bibr" rid="ref24">24</xref>
                            </sup>
                        </p>
                    </list-item>
                    <list-item>
                        <label>&#x2022;</label>
                        <p>Cellulases and hemicellulases for sugar release from cellulose.
                            <sup>
                                <xref ref-type="bibr" rid="ref25">25</xref>
                            </sup>
                        </p>
                    </list-item>
                </list>
            </p>
            <p>These enzymes enhance the efficiency of biofuel manufacturing by optimizing substrate breakdown.
                <list list-type="order">
                    <list-item>
                        <label>4.</label>
                        <p>

                            <bold>Fermentation and genetic modification potential</bold>
                        </p>
                    </list-item>
                </list>
            </p>
            <p>The yeast 
                <italic toggle="yes">Saccharomyces cerevisiae</italic> is widely used in ethanol fermentation, and genetic modifications can further increase ethanol yield and substrate utilization.
                <sup>
                    <xref ref-type="bibr" rid="ref26">26</xref>
                </sup> 
                <italic toggle="yes">Mucor indicus</italic> and 
                <italic toggle="yes">Trichoderma reesei</italic> can directly synthesize biofuel (e.g. biodiesel, biohydrogen) from biomass, offering alternative pathways for mycofuel production.
                <sup>
                    <xref ref-type="bibr" rid="ref27">27</xref>,
                    <xref ref-type="bibr" rid="ref28">28</xref>
                </sup>

                <list list-type="order">
                    <list-item>
                        <label>5.</label>
                        <p>

                            <bold>Climate and environmental benefits</bold>
                        </p>
                    </list-item>
                </list>
            </p>
            <p>By decomposing organic materials, fungus biofuel system contribute to sequester carbon and decreased GHG-emissions when compared to fossil fuels.
                <sup>
                    <xref ref-type="bibr" rid="ref29">29</xref>
                </sup> Moreover, by strengthening soil structure, nutrient cycling and lowering reliance on chemical pesticides and fertilizers, fungal mycelium improves soil health.
                <sup>
                    <xref ref-type="bibr" rid="ref30">30</xref>
                </sup>

                <list list-type="order">
                    <list-item>
                        <label>6.</label>
                        <p>

                            <bold>Support for ecosystem and biodiversity</bold>
                        </p>
                    </list-item>
                </list>
            </p>
            <p>As fungal-based biofuel production increases soil biodiversity and decreased land-use conflicts, it consistent with sustainable agriculture, and offering sustainable energy source while promoting ecosystem resilience.
                <sup>
                    <xref ref-type="bibr" rid="ref30">30</xref>
                </sup>
            </p>
        </sec>
        <sec id="sec5">
            <title>Limitation and challenges of using fungi in biofuel and bioethanol production</title>
            <p>While fungal-based biofuel production offers significant advantages, several technical, economic, and environmental challenges must be addressed before large-scale commercialization can be achieved (
                <xref ref-type="table" rid="T2">
Table 2</xref>).
                <list list-type="order">
                    <list-item>
                        <label>1.</label>
                        <p>

                            <bold>Substrate variability and enzymatic efficiency</bold>
                        </p>
                    </list-item>
                </list>
            </p>
            <table-wrap id="T2" orientation="portrait" position="float">
                <label>
Table 2. </label>
                <caption>
                    <title>Challenges and mitigation strategies.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Challenge</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">
Solution</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Substrate variability</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Tailored fungal consortia</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">High enzyme costs</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Solid-state fermentation &amp; genetic engineering</td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="top">Fermentation inhibitors</td>
                            <td align="left" colspan="1" rowspan="1" valign="top">Advanced pretreatment methods</td>
                        </tr>
                    </tbody>
                </table>
            </table-wrap>
            <p>The heterogeneity of lignocellulosic feedstocks (e.g. agricultural residues, forestry waste) affects fungal enzymatic performance, leading to inconsistent biomass degradation.
                <sup>
                    <xref ref-type="bibr" rid="ref31">31</xref>
                </sup> Variation in lignin content, cellulose crystallinity, and pretreatment requirements necessitate strain-specific optimization to maintain hydrolysis efficiency.
                <sup>
                    <xref ref-type="bibr" rid="ref20">20</xref>
                </sup>

                <list list-type="order">
                    <list-item>
                        <label>2.</label>
                        <p>

                            <bold>Economic viability and process costs</bold>
                        </p>
                    </list-item>
                </list>
            </p>
            <p>Fungal biofuel production remains cost-prohibitive compared to conventional fuels due to:
                <list list-type="bullet">
                    <list-item>
                        <label>&#x2022;</label>
                        <p>High expenses in enzyme production and purification.
                            <sup>
                                <xref ref-type="bibr" rid="ref32">32</xref>
                            </sup>
                        </p>
                    </list-item>
                    <list-item>
                        <label>&#x2022;</label>
                        <p>Energy-intensive pretreatment and fermentation processes.
                            <sup>
                                <xref ref-type="bibr" rid="ref21">21</xref>
                            </sup>
                        </p>
                    </list-item>
                    <list-item>
                        <label>&#x2022;</label>
                        <p>Low biomass-to-biofuel conversion yields, requiring genetic and metabolic engineering to improve efficiency.
                            <sup>
                                <xref ref-type="bibr" rid="ref26">26</xref>
                            </sup>
</p>
                    </list-item>
                </list>

                <list list-type="order">
                    <list-item>
                        <label>3.</label>
                        <p>

                            <bold>Environmental and ecological concerns</bold>
                        </p>
                    </list-item>
                </list>
            </p>
            <p>Large-scale fungal cultivation for biofuel may have unintended ecological consequences, including:
                <list list-type="bullet">
                    <list-item>
                        <label>&#x2022;</label>
                        <p>Biodiversity disruption in ecosystems where fungal monocultures are introduced.
                            <sup>
                                <xref ref-type="bibr" rid="ref33">33</xref>
                            </sup>
                        </p>
                    </list-item>
                    <list-item>
                        <label>&#x2022;</label>
                        <p>GHG emissions from fermentation byproducts, requiring advanced biorefinery designs for carbon capture.
                            <sup>
                                <xref ref-type="bibr" rid="ref29">29</xref>
                            </sup>
</p>
                    </list-item>
                </list>

                <list list-type="order">
                    <list-item>
                        <label>4.</label>
                        <p>

                            <bold>Technology and industrial barriers</bold>
</p>
                    </list-item>
                </list>

                <list list-type="bullet">
                    <list-item>
                        <label>&#x2022;</label>
                        <p>Fermentation inhibitors (e.g. furfural, phenolic compounds) generated during pretreatment reduce fungal growth and ethanol yields.
                            <sup>
                                <xref ref-type="bibr" rid="ref19">19</xref>
                            </sup>
                        </p>
                    </list-item>
                    <list-item>
                        <label>&#x2022;</label>
                        <p>Slow fungal growth rates compared to bacterial systems, delaying industrial-scale production.
                            <sup>
                                <xref ref-type="bibr" rid="ref28">28</xref>
                            </sup>
                        </p>
                    </list-item>
                    <list-item>
                        <label>&#x2022;</label>
                        <p>Downstream processing challenges, including biofuel separation and waste management.
                            <sup>
                                <xref ref-type="bibr" rid="ref30">30</xref>
                            </sup>
                        </p>
                    </list-item>
                </list>
            </p>
            <p>In fact it is interesting to address some of these limitations in future perspectives, such as genetic engineering to enhance fungal enzyme secretion and substrate adaptability,
                <sup>
                    <xref ref-type="bibr" rid="ref24">24</xref>
                </sup> integrated biorefineries to improve cost-efficiency and sustainability
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup> and life-cycle assessments (LCAs) to evaluate environmental trade-offs.
                <sup>
                    <xref ref-type="bibr" rid="ref33">33</xref>
                </sup>
            </p>
        </sec>
        <sec id="sec6">
            <title>Fungal enzymes in biofuel production: mechanisms an applications</title>
            <p>Lignocellulose represents Earth&#x2019;s most abundant renewable carbon source, composed of carbohydrates polymers (cellulose and hymicellulose) and the aromatic polymers lignin.
                <sup>
                    <xref ref-type="bibr" rid="ref34">34</xref>
                </sup> Fungi possess remarkable enzymatic capabilities that enable efficient lignocellulose deconstruction, making them indispensable for sustainable biofuel production. This section reported key fungal enzymes and their roles in biomass conversion.

                <list list-type="order">
                    <list-item>
                        <label>1.</label>
                        <p>Cellulose-degrading enzymes</p>
                        <p>The cellulose breakdown system involves three primary enzymes working synergistically:</p>
                        <list list-type="bullet">
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Endoglucanases (EC 3.2.1.4): randomly cleave &#x03b2;-1,4-glycosidic bonds in amorphous cellulose regions</p>
                            </list-item>
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Exoglucanases/cellobiohydrolases (EC 3.2.1.91): processively release cellobiose from chain ends</p>
                            </list-item>
                            <list-item>
                                <label>&#x2022;</label>
                                <p>
&#x0392;-glucosidases (EC 3.2.1.21): convert cellobiose to glucose
                                    <sup>
                                        <xref ref-type="bibr" rid="ref35">35</xref>
                                    </sup>
                                </p>
                            </list-item>
                        </list>
                    </list-item>
                    <list-item>
                        <label>2.</label>
                        <p>Lignin-modifying enzymes</p>
                        <p>White-rot fungi employ an oxidative enzymatic system for lignin depolymerization:</p>
                        <list list-type="bullet">
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Lignin peroxidase (LiP; EC 1.11.1.14): generates phenyl radicals via H
                                    <sub>2</sub>O
                                    <sub>2</sub> dependent oxidation</p>
                            </list-item>
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Manganese peroxidase (Mn; EC 1.11.1.13) utilizes Mn
                                    <sup>2+</sup> as redox mediator</p>
                            </list-item>
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Laccase (EC 1.10.3.2): copper-containing phenol oxidase
                                    <sup>
                                        <xref ref-type="bibr" rid="ref36">36</xref>
                                    </sup>
                                </p>
                            </list-item>
                        </list>
                        <p>

                            <italic toggle="yes">Phanerochaete chrysosporium</italic> demonstrates particularly efficient lignin degradation, achieving 60% delignification of wheat straw in 15 days.
                            <sup>
                                <xref ref-type="bibr" rid="ref37">37</xref>
                            </sup>
                        </p>
                    </list-item>
                    <list-item>
                        <label>3.</label>
                        <p>Hemicellulose-Degrading Enzymes</p>
                        <p>The xylanolytic system includes:</p>
                        <list list-type="bullet">
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Endoxylanases (EC 3.2.1.8): Cleave xylan backbone</p>
                            </list-item>
                            <list-item>
                                <label>&#x2022;</label>
                                <p>
&#x03b2;-xylosidases (EC 3.2.1.37): Release xylose monomers</p>
                            </list-item>
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Accessory enzymes (acetylxylan esterases, &#x03b1;-glucuronidases)
                                    <sup>
                                        <xref ref-type="bibr" rid="ref38">38</xref>
                                    </sup>
                                </p>
                            </list-item>
                        </list>
                        <p>

                            <italic toggle="yes">Aspergillus niger</italic> produces a complete xylanase system with optimal activity at pH = 5.0 and 50&#x00b0;C.
                            <sup>
                                <xref ref-type="bibr" rid="ref39">39</xref>
                            </sup>
                        </p>
                    </list-item>
                    <list-item>
                        <label>4.</label>
                        <p>Starch-Converting Enzymes</p>
                        <p>Glucoamylase (EC 3.2.1.3) demonstrates:</p>
                        <list list-type="bullet">
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Exo-acting mechanism releasing &#x03b2;-D-glucose</p>
                            </list-item>
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Processivity from non-reducing ends</p>
                            </list-item>
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Thermostability up to 60&#x00b0;C
                                    <sup>
                                        <xref ref-type="bibr" rid="ref40">40</xref>
                                    </sup>
                                </p>
                            </list-item>
                        </list>
                        <p>Industrial strains of Aspergillus awamori achieve conversion efficiencies &gt;95% for starch-to-glucose.
                            <sup>
                                <xref ref-type="bibr" rid="ref41">41</xref>
                            </sup>
                        </p>
                    </list-item>
                    <list-item>
                        <label>5.</label>
                        <p>Lipases in Biodiesel Production</p>
                        <p>Fungal lipases (EC 3.1.1.3) exhibit:</p>
                        <list list-type="bullet">
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Interfacial activation at lipid-water interfaces</p>
                            </list-item>
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Broad substrate specificity (C8-C18 fatty acids)</p>
                            </list-item>
                            <list-item>
                                <label>&#x2022;</label>
                                <p>Transesterification activity at mild conditions
                                    <sup>
                                        <xref ref-type="bibr" rid="ref42">42</xref>
                                    </sup>
                                </p>
                            </list-item>
                        </list>
                    </list-item>
                </list>
</p>
            <p>

                <italic toggle="yes">Rhizopus oryzae</italic> lipase shows exceptional methanol tolerance (&gt;20% v/v), crucial for biodiesel synthesis.
                <sup>
                    <xref ref-type="bibr" rid="ref43">43</xref>
                </sup>
            </p>
            <p>Form the above, the synergistic action of fungal enzymes enables complete biomass utilization, with modern metabolic engineering further enhancing catalytic efficiencies. Continued optimization of enzyme cocktails and fermentation processes will be pivotal for economically viable mycofuel production.
                <sup>
                    <xref ref-type="bibr" rid="ref44">44</xref>
                </sup>
            </p>
        </sec>
        <sec id="sec7">
            <title>Mechanism of fossil fuel vs. biofuel production</title>
            <p>There is a persistent disparity between global energy demand and the production capacity of both fossil fuels and biofuels. Fossil fuels originate from extensive geological processes in which organic biomass undergoes prolonged exposure to high pressure and temperature under anaerobic conditions.
                <sup>
                    <xref ref-type="bibr" rid="ref45">45</xref>
                </sup> The precursor material, kerogen an insoluble organic polymer transforms into liquid hydrocarbons (petroleum) or natural gas, depending on the extent of carbon-chain breakdown. Petroleum primarily consists of hydrocarbons with 5&#x2013;20 carbon atoms, whereas natural gas forms through further decomposition.</p>
            <p>In contrast, biofuels are derived from renewable biomass (living or recently deceased organisms) and consist primarily of alkyl esters (propyl, ethyl, or methyl) with 16&#x2013;24 carbon atoms.
                <sup>
                    <xref ref-type="bibr" rid="ref46">46</xref>
                </sup> A key distinction between biofuels and fossil fuels is the higher oxygen content (10&#x2013;12%) and negligible sulfur presence in biofuels, which influences their combustion properties and reduces pollutant emissions.
                <sup>
                    <xref ref-type="bibr" rid="ref47">47</xref>
                </sup> The primary method for biofuel production is transesterification, a process that converts animal or vegetable oils into biodiesel by exchanging the R-group of an ester with that of an alcohol, typically catalyzed by acid or base.
                <sup>
                    <xref ref-type="bibr" rid="ref48">48</xref>
                </sup> This reaction modifies triglycerides (saturated and unsaturated fatty acids) into semisolid fats, enhancing their suitability as fuel. Transesterification can be enzymatic, catalytic, or non-catalytic, with enzymatic approaches gaining prominence for sustainable biodiesel synthesis.</p>
        </sec>
        <sec id="sec8">
            <title>Recent advances in fungal biofuel production</title>
            <p>Fungi possess diverse metabolic pathways and robust enzymatic systems, making them promising candidates for alternative biofuel production. In order to improve lipid accumulation, which is a crucial component of biodiesel yield, fungal biotechnology has concentrated on metabolic engineering throughout the past two decades. When nitrogen is rare, oleaginous fungi exhibit high lipid storage.
                <sup>
                    <xref ref-type="bibr" rid="ref49">49</xref>,
                    <xref ref-type="bibr" rid="ref50">50</xref>
                </sup> Lipid accumulation is then stimulated by a contribution of many factors including unbalanced carbon-nitrogen ratios,
                <sup>
                    <xref ref-type="bibr" rid="ref51">51</xref>
                </sup> low phosphorus availability and calcium shortage.
                <sup>
                    <xref ref-type="bibr" rid="ref52">52</xref>
                </sup>
            </p>
            <p>Lipid production has also been optimized by genetic, changes i.e. fatty acid desaturation is increased by overexpression of the OLE1 gene in 
                <italic toggle="yes">Saccharomyces cerevisiae,
</italic>
                <sup>
                    <xref ref-type="bibr" rid="ref53">53</xref>
                </sup> while lipid-producing pathways have been upregulated by the use of synthetic transcription factors and CRISPR-Cas9 activation systems.
                <sup>
                    <xref ref-type="bibr" rid="ref54">54</xref>
                </sup> Their potential as biofuel is further increased by the production of long-chain polysaturated fatty acids by certain species.
                <sup>
                    <xref ref-type="bibr" rid="ref55">55</xref>
                </sup>
            </p>
            <p>Increasing the production and efficiency of enzymes to improving lipid produce in fungus, transcription factors and lipid synthesis enzymes must be genetically modified. Genes like FAS (fatty acid synthase) and ACC (acetyl-CoA carboxylase) can be overexpressed or knocked off to greatly enhance lipid accumulation.
                <sup>
                    <xref ref-type="bibr" rid="ref56">56</xref>
                </sup> Furthermore, it has been demonstrated that emerging techniques such as radio-frequency electromagnetic fields (RF-EMF) improve enzyme activity; 
                <italic toggle="yes">Aspergillus oryzae</italic> produced 1.5-3 times as much &#x03b1;-amylase after being exposed to 2GHz RF-EMF.
                <sup>
                    <xref ref-type="bibr" rid="ref57">57</xref>
                </sup> High-yield enzyme synthesis has been made possible by developments in molecular biology, including codon optimization, robust promoters, and genomic integration of numerous gene copies.
                <sup>
                    <xref ref-type="bibr" rid="ref58">58</xref>
                </sup> In order to reduce production costs, bulk sample analysis has also been used to identify genetic variants such as SNPs connected to increased enzyme secretion in some fungal strains.
                <sup>
                    <xref ref-type="bibr" rid="ref59">59</xref>,
                    <xref ref-type="bibr" rid="ref60">60</xref>
                </sup> Though, these advancements research on filamentous fungal gene regulation stile limited.</p>
        </sec>
        <sec id="sec9" sec-type="conclusions">
            <title>Conclusions</title>
            <p>Fungi now days represent essential in the shift to sustainable biofuels, by offering genetic malleability, waste valorization and unparalleled enzymatic efficiency. Although scalability and cost issues still persist, these gaps are being rapidly filled by developments in integrated biorefineries, CRISPR-based metabolic engineering, and enzyme optimization. Future research can focus on strain enhancement by multi-omics methods, circular bio-economy models to cost-cutting, and maybe policy support for fungal biofuel commercialization. By addressing these points, fungal-based biofuel can become a cornerstone of worldwide renewable energy strategies, aligning with climate gals and supporting a carbon-neutral future.</p>
        </sec>
    </body>
    <back>
        <sec id="sec12" sec-type="data-availability">
            <title>Data availability</title>
            <p>No data are associated with this article.</p>
        </sec>
        <ref-list>
            <title>References</title>
            <ref id="ref1">
                <label>1</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hassan</surname>
                            <given-names>MH</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kalam</surname>
                            <given-names>MA</given-names>
                        </name>
</person-group>:
                    <article-title>An Overview of Biofuel as a Renewable Energy Source: Development and Challenges.</article-title>
                    <source>

                        <italic toggle="yes">Procedia Eng.</italic>
</source>
                    <year>2013</year>;<volume>56</volume>:<fpage>39</fpage>&#x2013;<lpage>53</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.proeng.2013.03.087</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref2">
                <label>2</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Patan</surname>
                            <given-names>SSVK</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Sake</surname>
                            <given-names>PK</given-names>
                        </name>
</person-group>:
                    <article-title>Use of Euphorbia sp.(Euphorbiaceae) as biofuel feedstock for semi-arid and arid lands.</article-title>
                    <source>

                        <italic toggle="yes">Biofuels.</italic>
</source>
                    <year>2021</year>;<volume>5</volume>:<fpage>1</fpage>&#x2013;<lpage>5</lpage>.</mixed-citation>
            </ref>
            <ref id="ref3">
                <label>3</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Gude</surname>
                            <given-names>VG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Grant</surname>
                            <given-names>GE</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Patil</surname>
                            <given-names>PD</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Biodiesel production from low cost and renewable feedstock.</article-title>
                    <source>

                        <italic toggle="yes">Cent. Eur. J. Eng.</italic>
</source>
                    <year>2013</year>;<volume>3</volume>:<fpage>595</fpage>&#x2013;<lpage>605</lpage>.
                    <pub-id pub-id-type="doi">10.2478/s13531-013-0102-0</pub-id>
                </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>Belletante</surname>
                            <given-names>S</given-names>
                        </name>

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

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

                        <etal/>
</person-group>:
                    <article-title>Multiproduct biorefinery optimal design: application to the acetone-butanol-ethanol system.</article-title>
                    <source>

                        <italic toggle="yes">J. OIL &amp; Gas.</italic>
</source>
                    <year>2020</year>;<volume>75</volume>:<fpage>9</fpage>&#x2013;<lpage>14</lpage>.
                    <pub-id pub-id-type="doi">10.2516/ogst/2020002</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>Gallego-Garc&#x00ed;a</surname>
                            <given-names>M</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Negro</surname>
                            <given-names>MJ</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Challenges and prospects of yeast-based microbial oil production within a biorefinery concept.</article-title>
                    <source>

                        <italic toggle="yes">Microb. Cell Fac.</italic>
</source>
                    <year>2023</year>;<volume>22</volume>:<fpage>1</fpage>&#x2013;<lpage>15</lpage>.
                    <pub-id pub-id-type="doi">10.1186/s12934-023-02254-4</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>Khadim</surname>
                            <given-names>HJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Abdelkareem</surname>
                            <given-names>HN</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hussein</surname>
                            <given-names>HAM</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Growth Kinetic and Biodiesel Lipid Extraction of Nannochloropsis oculata Microalgae in a Photobioreactor under Varying Salinity Conditions.</article-title>
                    <source>

                        <italic toggle="yes">J. Ecol. Eng.</italic>
</source>
                    <year>2024</year>;<volume>25</volume>:<fpage>46</fpage>&#x2013;<lpage>54</lpage>.
                    <pub-id pub-id-type="doi">10.12911/22998993/192636</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>Tsegaye</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Balomajumder</surname>
                            <given-names>C</given-names>
                        </name>
</person-group>:
                    <article-title>RoyP: Microbial delignification and hydrolysis of lignocellulosic biomass to enhance biofuel production: an overview and future prospect.</article-title>
                    <source>

                        <italic toggle="yes">Bull. Nat.Res. Cent.</italic>
</source>
                    <year>2019</year>;<volume>43</volume>:<fpage>1</fpage>&#x2013;<lpage>16</lpage>.
                    <pub-id pub-id-type="doi">10.1186/s42269-019-0094-x</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>Boutesteijn</surname>
                            <given-names>C</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Venus</surname>
                            <given-names>TJ</given-names>
                        </name>
</person-group>:
                    <article-title>The interaction between EU biofuel policy and first-and second-generation biodiesel production.</article-title>
                    <source>

                        <italic toggle="yes">Ind. Crops Prod.</italic>
</source>
                    <year>2017</year>;<volume>106</volume>:<fpage>124</fpage>&#x2013;<lpage>129</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.indcrop.2016.09.067</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>Ye</surname>
                            <given-names>Y</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Ngo</surname>
                            <given-names>HH</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Biofuel production for circular bioeconomy: Present scenario and future scope.</article-title>
                    <source>

                        <italic toggle="yes">Sci. Total Environ.</italic>
</source>
                    <year>2024</year>;<volume>935</volume>:<fpage>172813</fpage>&#x2013;<lpage>172863</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.scitotenv.2024.172863</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>Mat Aron</surname>
                            <given-names>NS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Khoo</surname>
                            <given-names>KS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Chew</surname>
                            <given-names>KW</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Sustainability of the four generations of biofuels&#x2013;a review.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Energy Res.</italic>
</source>
                    <year>2020</year>;<volume>44</volume>:<fpage>9266</fpage>&#x2013;<lpage>9282</lpage>.
                    <pub-id pub-id-type="doi">10.1002/er.5557</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>Chew</surname>
                            <given-names>KW</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Yap</surname>
                            <given-names>JY</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Show</surname>
                            <given-names>PL</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Microalgae biorefinery: high value products perspectives.</article-title>
                    <source>

                        <italic toggle="yes">Bioresour. Technol.</italic>
</source>
                    <year>2017</year>;<volume>229</volume>:<fpage>53</fpage>&#x2013;<lpage>62</lpage>.
                    <pub-id pub-id-type="pmid">28107722</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.biortech.2017.01.006</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>Al-Yaqoobi</surname>
                            <given-names>AM</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Al-Mashhadani</surname>
                            <given-names>MK</given-names>
                        </name>
</person-group>:
                    <article-title>Electrochemical harvesting of microalgae: Parametric and cost-effectivity comparative investigation.</article-title>
                    <source>

                        <italic toggle="yes">Chem. Ind. Chem. Eng. Q.</italic>
</source>
                    <year>2021</year>;<volume>27</volume>:<fpage>121</fpage>&#x2013;<lpage>130</lpage>.
                    <pub-id pub-id-type="doi">10.2298/CICEQ191213031A</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>Zeraatkar</surname>
                            <given-names>AK</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Talebi</surname>
                            <given-names>AF</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Potential use of algae for heavy metal bioremediation, a critical review.</article-title>
                    <source>

                        <italic toggle="yes">J. Enviro. Manag.</italic>
</source>
                    <year>2016</year>;<volume>181</volume>:<fpage>817</fpage>&#x2013;<lpage>831</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.jenvman.2016.06.059</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>Abdulmajeed</surname>
                            <given-names>BA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ibrahim</surname>
                            <given-names>AR</given-names>
                        </name>
</person-group>:
                    <article-title>Potential of Microalgae Cultivation in Dairy Wastewater as a Step in Low-Cost Biofuel Production.</article-title>
                    <source>

                        <italic toggle="yes">J. Eng.</italic>
</source>
                    <year>2018</year>;<volume>24</volume>:<fpage>58</fpage>&#x2013;<lpage>72</lpage>.
                    <pub-id pub-id-type="doi">10.31026/j.eng.2018.04.04</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>Mushtaq</surname>
                            <given-names>Z</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Bhat</surname>
                            <given-names>KA</given-names>
                        </name>
</person-group>:
                    <article-title>Genetic engineering and fifth-generation biofuels.</article-title>
                    <source>

                        <italic toggle="yes">J. Environ. Sustain.</italic>
</source>
                    <year>2023</year>;<fpage>237</fpage>&#x2013;<lpage>251</lpage>.
                    <pub-id pub-id-type="doi">10.1016/B978-0-323-91159-7.00015-1</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>JameelM</surname>
                            <given-names>K</given-names>
                        </name>

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

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

                        <etal/>
</person-group>:
                    <article-title>Biogas: Production, properties, applications, economic and challenges: A review.</article-title>
                    <source>

                        <italic toggle="yes">J. Results Chem.</italic>
</source>
                    <year>2024</year>;<volume>7</volume>:<fpage>101549</fpage>&#x2013;<lpage>101574</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.rechem.2024.101549</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>Rehman</surname>
                            <given-names>IH</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Praveen</surname>
                            <given-names>PS</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Black carbon emissions from biomass and fossil fuels in rural India.</article-title>
                    <source>

                        <italic toggle="yes">J. Atmos. Chem. Phys.</italic>
</source>
                    <year>2011</year>;<volume>11</volume>:<fpage>7289</fpage>&#x2013;<lpage>7299</lpage>.
                    <pub-id pub-id-type="doi">10.5194/acp-11-7289-2011</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref18">
                <label>18</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Calderon</surname>
                            <given-names>OR</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Abdullah</surname>
                            <given-names>Z</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Sustainable Aviation Fuel (SAF) State-of-Industry Report: State of SAF Production Process.</article-title>
                    <source>

                        <italic toggle="yes">NREL.</italic>
</source>
                    <year>2024</year>;<fpage>1</fpage>&#x2013;<lpage>77</lpage>.</mixed-citation>
            </ref>
            <ref id="ref19">
                <label>19</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Jaloud</surname>
                            <given-names>RE</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hassan</surname>
                            <given-names>FF</given-names>
                        </name>
</person-group>:
                    <article-title>Isolation and identification of fungal propagation in Iraqi meat and detection of aflatoxin B1 using ELISA technique.</article-title>
                    <source>

                        <italic toggle="yes">JGPT.</italic>
</source>
                    <year>2018</year>;<volume>10</volume>:<fpage>231</fpage>&#x2013;<lpage>240</lpage>.</mixed-citation>
            </ref>
            <ref id="ref20">
                <label>20</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Saye</surname>
                            <given-names>LM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Navaratna</surname>
                            <given-names>TA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Chong</surname>
                            <given-names>JP</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The anaerobic fungi: challenges and opportunities for industrial lignocellulosic biofuel production.</article-title>
                    <source>

                        <italic toggle="yes">J. Microorganisms.</italic>
</source>
                    <year>2021</year>;<volume>9</volume>:<fpage>1</fpage>&#x2013;<lpage>28</lpage>.
                    <pub-id pub-id-type="doi">10.3390/microorganisms9040694</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref21">
                <label>21</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Panahi</surname>
                            <given-names>HKS</given-names>
                        </name>

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

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

                        <etal/>
</person-group>:
                    <article-title>A comprehensive review on anaerobic fungi applications in biofuels production.</article-title>
                    <source>

                        <italic toggle="yes">J.Sci. Total Environ.</italic>
</source>
                    <year>2022</year>;<volume>829</volume>:<fpage>154521</fpage>.
                    <pub-id pub-id-type="pmid">35292323</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.scitotenv.2022.154521</pub-id>
                </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>Canam</surname>
                            <given-names>T</given-names>
                        </name>

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

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

                        <etal/>
</person-group>:
                    <article-title>White-rot fungi: the key to sustainable biofuel production?</article-title>
                    <source>

                        <italic toggle="yes">J. Biofuels.</italic>
</source>
                    <year>2013</year>;<volume>4</volume>:<fpage>247</fpage>&#x2013;<lpage>250</lpage>.
                    <pub-id pub-id-type="doi">10.4155/bfs.13.6</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>Abbas</surname>
                            <given-names>RA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Flayeh</surname>
                            <given-names>HM</given-names>
                        </name>
</person-group>:
                    <article-title>Bioethanol (biofuel) production from low grade dates.</article-title>
                    <source>

                        <italic toggle="yes">IJCPE.</italic>
</source>
                    <year>2019</year>;<volume>20</volume>:<fpage>41</fpage>&#x2013;<lpage>47</lpage>.
                    <pub-id pub-id-type="doi">10.31699/IJCPE.2019.4.7</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>Tlaiaa</surname>
                            <given-names>YS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sahar</surname>
                            <given-names>IH</given-names>
                        </name>

                        <name name-style="western">
                            <surname>M-Ridha</surname>
                            <given-names>MJ</given-names>
                        </name>
</person-group>:
                    <article-title>Evaluation the properties of purified laccase extracted from some local plants under the optimum conditions.</article-title>
                    <source>

                        <italic toggle="yes">Iraqi J. Agric. Sci.</italic>
</source>
                    <year>2023</year>;<volume>54</volume>:<fpage>1101</fpage>&#x2013;<lpage>1112</lpage>.
                    <pub-id pub-id-type="doi">10.36103/ijas.v54i4.1802</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>Coyne</surname>
                            <given-names>JM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gupta</surname>
                            <given-names>VK</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Donovon</surname>
                            <given-names>AO</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The role of fungal enzymes in global biofuel production technologies.</article-title>
                    <source>

                        <italic toggle="yes">Biofuel Technologies: Recent Developments.</italic>
</source>
                    <year>2013</year>;<fpage>121</fpage>&#x2013;<lpage>143</lpage>.
                    <pub-id pub-id-type="doi">10.1007/978-3-642-34519-7_5</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref26">
                <label>26</label>
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

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

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

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

                        <etal/>
</person-group>:
                    <article-title>Ethanol Synthesis by Saccharomyces cerevisiae: Summary, Discovery, and Prospects.</article-title>
                    <year>2023</year>.</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>Ibrahim</surname>
                            <given-names>JAK</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>AbdAlameer</surname>
                            <given-names>MH</given-names>
                        </name>
</person-group>:
                    <article-title>Production of biofuels from selected cellulosic waste materials.</article-title>
                    <source>

                        <italic toggle="yes">J. Eng. Des.</italic>
</source>
                    <year>2017</year>;<volume>23</volume>:<fpage>46</fpage>&#x2013;<lpage>55</lpage>.
                    <pub-id pub-id-type="doi">10.31026/j.eng.2017.08.04</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>Preczeski</surname>
                            <given-names>KP</given-names>
                        </name>

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

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

                        <etal/>
</person-group>:
                    <article-title>Trichoderma potential in biofuel production and biorefinery.</article-title>
                    <source>

                        <italic toggle="yes">New and Future Developments in Microbial Biotechnology and Bioengineering.</italic>
</source>
                    <year>2020</year>;<fpage>221</fpage>&#x2013;<lpage>239</lpage>.
                    <pub-id pub-id-type="doi">10.1016/B978-0-12-819453-9.00011-8</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>Malyan</surname>
                            <given-names>SK</given-names>
                        </name>

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

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

                        <etal/>
</person-group>:
                    <article-title>Role of fungi in climate change abatement through carbon sequestration.</article-title>
                    <source>

                        <italic toggle="yes">Recent Advancement in White Biotechnology Through Fungi: Volume 3: Perspective for Sustainable Environments.</italic>
</source>
                    <year>2019</year>;<fpage>283</fpage>&#x2013;<lpage>295</lpage>.
                    <pub-id pub-id-type="doi">10.1007/978-3-030-25506-0_11</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>Rashid</surname>
                            <given-names>MI</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mujawar</surname>
                            <given-names>LH</given-names>
                        </name>

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

                        <etal/>
</person-group>:
                    <article-title>Bacteria and fungi can contribute to nutrients bioavailability and aggregate formation in degraded soils.</article-title>
                    <source>

                        <italic toggle="yes">J. Microbiol. Res.</italic>
</source>
                    <year>2016</year>;<volume>183</volume>:<fpage>26</fpage>&#x2013;<lpage>41</lpage>.
                    <pub-id pub-id-type="pmid">26805616</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.micres.2015.11.007</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>Walker</surname>
                            <given-names>GM</given-names>
                        </name>
</person-group>:
                    <article-title>125th anniversary review: fuel alcohol: current production and future challenges.</article-title>
                    <source>

                        <italic toggle="yes">J. Inst. Brew.</italic>
</source>
                    <year>2011</year>;<volume>117</volume>:<fpage>3</fpage>&#x2013;<lpage>22</lpage>.
                    <pub-id pub-id-type="doi">10.1002/j.2050-0416.2011.tb00438.x</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref32">
                <label>32</label>
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Timilsina</surname>
                            <given-names>GR</given-names>
                        </name>
</person-group>:
                    <article-title>Advanced biofuel technologies: status and barriers.</article-title>
                    <source>

                        <italic toggle="yes">World Bank Policy Research Working Paper.</italic>
</source>
                    <year>2010</year>. (5411).</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>Shen</surname>
                            <given-names>L</given-names>
                        </name>

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

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

                        <etal/>
</person-group>:
                    <article-title>Tailoring the expression of Xyr1 leads to efficient production of lignocellulolytic enzymes in Trichoderma reesei for improved saccharification of corncob residues.</article-title>
                    <source>

                        <italic toggle="yes">Biotechnol. Biofuels Bioprod.</italic>
</source>
                    <year>2022</year>;<volume>15</volume>:<fpage>1</fpage>&#x2013;<lpage>14</lpage>.
                    <pub-id pub-id-type="doi">10.1186/s13068-022-02240-9</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>Mohammed</surname>
                            <given-names>AH</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Behrendt</surname>
                            <given-names>FB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Methner</surname>
                            <given-names>FJ</given-names>
                        </name>
</person-group>:
                    <article-title>Conversion of lignocellulosic material into Fermentable sugars.</article-title>
                    <source>

                        <italic toggle="yes">J. Khwarizmi Eng. J.</italic>
</source>
                    <year>2016</year>;<volume>12</volume>:<fpage>141</fpage>&#x2013;<lpage>153</lpage>.
                    <pub-id pub-id-type="doi">10.22153/kej.2016.05.006</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>Bangaru</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sree</surname>
                            <given-names>KA</given-names>
                        </name>

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

                        <etal/>
</person-group>:
                    <article-title>Role of enzymes in biofuel production: recent developments and challenges.</article-title>
                    <source>

                        <italic toggle="yes">Bio-Clean Energy Technologies.</italic>
</source>
                    <year>2022</year>;<volume>1</volume>:<fpage>81</fpage>&#x2013;<lpage>112</lpage>.
                    <pub-id pub-id-type="doi">10.1007/978-981-16-8090-8_4</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>Piontek</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Smith</surname>
                            <given-names>AT</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Blodig</surname>
                            <given-names>W</given-names>
                        </name>
</person-group>:
                    <article-title>Lignin peroxidase structure and function.</article-title>
                    <source>

                        <italic toggle="yes">J. Biochem. Soc. Trans.</italic>
</source>
                    <year>2001</year>;<volume>29</volume>:<fpage>111</fpage>&#x2013;<lpage>116</lpage>.
                    <pub-id pub-id-type="doi">10.1042/bst0290111</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>Datta</surname>
                            <given-names>R</given-names>
                        </name>

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

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

                        <etal/>
</person-group>:
                    <article-title>Enzymatic Degradation of Lignin in Soil: A Review.</article-title>
                    <source>

                        <italic toggle="yes">J.Sustain.</italic>
</source>
                    <year>2017</year>;<volume>9</volume>:<fpage>1163</fpage>.
                    <pub-id pub-id-type="doi">10.3390/su9071163</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>Saleem</surname>
                            <given-names>R</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Ahmed</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>Xylanase, laccase and manganese peroxidase production from white rot fungi.</article-title>
                    <source>

                        <italic toggle="yes">IJEE.</italic>
</source>
                    <year>2014</year>;<volume>5</volume>:<fpage>59</fpage>&#x2013;<lpage>66</lpage>.
                    <pub-id pub-id-type="doi">10.5829/idosi.ijee.2014.05.01.09</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>Azzouz</surname>
                            <given-names>Z</given-names>
                        </name>

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

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

                        <etal/>
</person-group>:
                    <article-title>Optimization of &#x03b2;-1,4-Endoxylanase Production by an Aspergillus niger Strain Growing on Wheat Straw and Application in Xylooligosaccharides Production.</article-title>
                    <source>

                        <italic toggle="yes">J. Molecules.</italic>
</source>
                    <year>2012</year>;<volume>26</volume>:<fpage>2527</fpage>.
                    <pub-id pub-id-type="doi">10.3390/molecules26092527</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>Al-Shuwaikh</surname>
                            <given-names>AMA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Al-Shwaikh</surname>
                            <given-names>RMA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hassan</surname>
                            <given-names>JS</given-names>
                        </name>
</person-group>:
                    <article-title>Effect of Trigonella foenum Extract and ZiO2 Nanoparticles on Some Pathogenic Fungi and Bacteria.</article-title>
                    <source>

                        <italic toggle="yes">J. Prensa m&#x00e9;d. Argent.</italic>
</source>
                    <year>2019</year>;<volume>105</volume>:<fpage>302</fpage>&#x2013;<lpage>308</lpage>.</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>Lago</surname>
                            <given-names>MC</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Dos Santos</surname>
                            <given-names>FC</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bueno</surname>
                            <given-names>PS</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The glucoamylase from Aspergillus wentii: purification and characterization.</article-title>
                    <source>

                        <italic toggle="yes">J. Basic Microbiol.</italic>
</source>
                    <year>2012</year>;<volume>61</volume>:<fpage>443</fpage>&#x2013;<lpage>458</lpage>.
                    <pub-id pub-id-type="doi">10.1002/jobm.202000595</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>Kumar</surname>
                            <given-names>A</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Dubey</surname>
                            <given-names>VK</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Industrial applications of fungal lipases: a review.</article-title>
                    <source>

                        <italic toggle="yes">Front. Microbiol.</italic>
</source>
                    <year>2023</year>;<volume>14</volume>:<fpage>1</fpage>&#x2013;<lpage>18</lpage>.
                    <pub-id pub-id-type="doi">10.3389/fmicb.2023.1142536</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>L&#x00f3;pez-Fern&#x00e1;ndez</surname>
                            <given-names>J</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Valero</surname>
                            <given-names>F</given-names>
                        </name>
</person-group>:
                    <article-title>Rhizopus oryzae Lipase, a Promising Industrial Enzyme: Biochemical Characteristics, Production and Biocatalytic Applications.</article-title>
                    <source>

                        <italic toggle="yes">J. Catal.</italic>
</source>
                    <year>2020</year>;<volume>10</volume>:<fpage>1277</fpage>.
                    <pub-id pub-id-type="doi">10.3390/catal10111277</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref44">
                <label>44</label>
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Humbird</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <chapter-title>Chapter 20: Scale-Up Considerations for Biofuels. </chapter-title>
                    <person-group person-group-type="editor">

                        <name name-style="western">
                            <surname>Eckert</surname>
                            <given-names>CA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Trinh</surname>
                            <given-names>CT</given-names>
                        </name>
</person-group>, editors.
                    <source>

                        <italic toggle="yes">Biotechnology for Biofuel Production and Optimization.</italic>
</source>
                    <year>2016</year>;<fpage>513</fpage>&#x2013;<lpage>537</lpage>.</mixed-citation>
            </ref>
            <ref id="ref45">
                <label>45</label>
                <mixed-citation publication-type="other">
                    <person-group person-group-type="editor">

                        <name name-style="western">
                            <surname>Crawley</surname>
                            <given-names>GM</given-names>
                        </name>
</person-group>, editor.
                    <article-title>Fossil Fuels: Current Status and Future Directions.</article-title>
                    <year>2016</year>.</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>Lachos-Perez</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Martins-Vieira</surname>
                            <given-names>JC</given-names>
                        </name>

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

                        <etal/>
</person-group>:
                    <article-title>Review on biomass pyrolysis with a focus on bio-oil upgrading techniques.</article-title>
                    <source>

                        <italic toggle="yes">J. Analytica.</italic>
</source>
                    <year>2023</year>;<volume>4</volume>:<fpage>182</fpage>&#x2013;<lpage>205</lpage>.
                    <pub-id pub-id-type="doi">10.3390/analytica4020015</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>Cortez</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Leite</surname>
                            <given-names>RDC</given-names>
                        </name>
</person-group>:
                    <article-title>Relation between biofuels versus fossil fuels.</article-title>
                    <source>

                        <italic toggle="yes">Petroleum Engineering Downstream. Encyclopedia of Life Support Systems.</italic>
</source>
                    <year>2012</year>.</mixed-citation>
            </ref>
            <ref id="ref48">
                <label>48</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

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

                        <name name-style="western">
                            <surname>Qureshi</surname>
                            <given-names>LA</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Review of catalytic transesterification methods for biodiesel production.</article-title>
                    <source>

                        <italic toggle="yes">IntechOpen.</italic>
</source>
                    <year>2018</year>.
                    <pub-id pub-id-type="doi">10.5772/intechopen.75534</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref49">
                <label>49</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Jones</surname>
                            <given-names>AD</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Boundy-Mills</surname>
                            <given-names>KL</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Barla</surname>
                            <given-names>GF</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Microbial lipid alternatives to plant lipids.</article-title>
                    <source>

                        <italic toggle="yes">Microbial lipid production: methods and protocols.</italic>
</source>
                    <year>2019</year>;<fpage>1</fpage>&#x2013;<lpage>32</lpage>.
                    <pub-id pub-id-type="doi">10.1007/978-1-4939-9484-7_1</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref50">
                <label>50</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

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

                        <name name-style="western">
                            <surname>Hu</surname>
                            <given-names>B</given-names>
                        </name>
</person-group>:
                    <article-title>Fungi (Mold)-based lipid production.</article-title>
                    <source>

                        <italic toggle="yes">Microbial lipid production: methods and protocols.</italic>
</source>
                    <year>2019</year>;<fpage>51</fpage>&#x2013;<lpage>89</lpage>.
                    <pub-id pub-id-type="pmid">31148121</pub-id>
                    <pub-id pub-id-type="doi">10.1007/978-1-4939-9484-7_3</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref51">
                <label>51</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zhang</surname>
                            <given-names>XY</given-names>
                        </name>

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

                        <name name-style="western">
                            <surname>Huang</surname>
                            <given-names>BC</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Production, biosynthesis, and commercial applications of fatty acids from oleaginous fungi.</article-title>
                    <source>

                        <italic toggle="yes">J. Front. Nut.</italic>
</source>
                    <year>2022</year>;<volume>9</volume>:<fpage>1</fpage>&#x2013;<lpage>15</lpage>.
                    <pub-id pub-id-type="doi">10.3389/fnut.2022.873657</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref52">
                <label>52</label>
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>B&#x00f8;e</surname>
                            <given-names>VA</given-names>
                        </name>
</person-group>:
                    <source>

                        <italic toggle="yes">The genomic basis of lipid accumulation in Mucor circinelloides VI 04473.</italic>
</source>
                    <publisher-name>Norwegian University of Life Sciences</publisher-name>;<year>2023</year>. (Master&#x2019;s thesis).</mixed-citation>
            </ref>
            <ref id="ref53">
                <label>53</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

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

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

                        <etal/>
</person-group>:
                    <article-title>Identification of genes affecting lipid content using transposon mutagenesis in Saccharomyces cerevisiae.</article-title>
                    <source>

                        <italic toggle="yes">J. Biosci. Biotechnol. biochem.</italic>
</source>
                    <year>2006</year>;<volume>70</volume>:<fpage>646</fpage>&#x2013;<lpage>653</lpage>.
                    <pub-id pub-id-type="pmid">16556980</pub-id>
                    <pub-id pub-id-type="doi">10.1271/bbb.70.646</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref54">
                <label>54</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Oliveira</surname>
                            <given-names>AG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gon&#x00e7;alves</surname>
                            <given-names>AP</given-names>
                        </name>
</person-group>:
                    <article-title>Fungi as cell factories: Genetic engineering and applications.</article-title>
                    <source>

                        <italic toggle="yes">J. Front. Bioeng. and Biotechnol.</italic>
</source>
                    <year>2022</year>;<volume>10</volume>:<fpage>1</fpage>&#x2013;<lpage>2</lpage>.
                    <pub-id pub-id-type="doi">10.3389/fbioe.2022.1109992</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref55">
                <label>55</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Akpinar-Bayizit</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Fungal lipids: the biochemistry of lipid accumulation.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Chem. Eng. Appl.</italic>
</source>
                    <year>2014</year>;<volume>5</volume>:<fpage>409</fpage>&#x2013;<lpage>414</lpage>.
                    <pub-id pub-id-type="doi">10.7763/IJCEA.2014.V5.419</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref56">
                <label>56</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

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

                        <name name-style="western">
                            <surname>Shumega</surname>
                            <given-names>AR</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Practical approaches for the yeast Saccharomyces cerevisiae genome modification.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Mol. Sci.</italic>
</source>
                    <year>2023</year>;<volume>24</volume>:<fpage>11960</fpage>.
                    <pub-id pub-id-type="pmid">37569333</pub-id>
                    <pub-id pub-id-type="doi">10.3390/ijms241511960</pub-id>
                    <pub-id pub-id-type="pmcid">PMC10419131</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref57">
                <label>57</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

                        <name name-style="western">
                            <surname>Yu</surname>
                            <given-names>NN</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bae</surname>
                            <given-names>SJ</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Enhancement of fungal enzyme production by radio-frequency electromagnetic fields.</article-title>
                    <source>

                        <italic toggle="yes">J. Fungi.</italic>
</source>
                    <year>2022</year>;<volume>8</volume>(<issue>11</issue>):<fpage>1187</fpage>.
                    <pub-id pub-id-type="pmid">36354954</pub-id>
                    <pub-id pub-id-type="doi">10.3390/jof8111187</pub-id>
                    <pub-id pub-id-type="pmcid">PMC9695996</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref58">
                <label>58</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>W&#x00f6;sten</surname>
                            <given-names>HA</given-names>
                        </name>
</person-group>:
                    <article-title>Filamentous fungi for the production of enzymes, chemicals and materials.</article-title>
                    <source>

                        <italic toggle="yes">Curr. Opin. Biotechnol.</italic>
</source>
                    <year>2019</year>;<volume>59</volume>:<fpage>65</fpage>&#x2013;<lpage>70</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.copbio.2019.02.010</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref59">
                <label>59</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

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

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

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

                        <etal/>
</person-group>:
                    <article-title>The characteristics of insoluble softwood substrates affect fungal morphology, secretome composition, and hydrolytic efficiency of enzymes produced by Trichoderma reesei.</article-title>
                    <source>

                        <italic toggle="yes">J. Biotechnol. Biofuels.</italic>
</source>
                    <year>2021</year>;<volume>14</volume>:<fpage>1</fpage>&#x2013;<lpage>17</lpage>.
                    <pub-id pub-id-type="doi">10.1186/s13068-021-01955-5</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref60">
                <label>60</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Muhsen</surname>
                            <given-names>TA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hawar</surname>
                            <given-names>SN</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mahdi</surname>
                            <given-names>TS</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Effect of Eucalyptus and Myrtus extracts identification by gas chromatography-mass spectrometry on some species of Candida as a model of medical plants.</article-title>
                    <source>

                        <italic toggle="yes">Ann. Trop. Med. Public Health</italic>
</source>
                    <year>2020</year>;<volume>23</volume>:<fpage>SP231032</fpage>.
                    <pub-id pub-id-type="doi">10.36295/ASRO.2020.231032</pub-id>
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
</article>
