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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1607710</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2025.1607710</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Multi-omics and molecular biology studies on abiotic stress in crops</article-title>
<alt-title alt-title-type="left-running-head">Luo et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2025.1607710">10.3389/fgene.2025.1607710</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Luo</surname>
<given-names>Xiaobo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2104223/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ntatsi</surname>
<given-names>Georgia</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/233212/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Rong</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/880202/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Sun</surname>
<given-names>Mintao</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1888585/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>State Key Laboratory of Vegetable Biobreeding</institution>, <institution>Institute of Vegetables and Flowers</institution>, <institution>Chinese Academy of Agricultural Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Guizhou Institute of Biotechnology</institution>, <institution>Guizhou Academy of Agricultural Sciences</institution>, <addr-line>Guiyang</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Laboratory of Vegetable Production</institution>, <institution>Department of Crop Science</institution>, <institution>Agricultural University of Athens</institution>, <addr-line>Athens</addr-line>, <country>Greece</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Sanya Institute of Nanjing Agricultural University</institution>, <institution>Nanjing Agricultural University</institution>, <addr-line>Nanjing</addr-line>, <addr-line>Jiangsu</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited and reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/780483/overview">Andrew H. Paterson</ext-link>, University of Georgia, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Georgia Ntatsi, <email>ntatsi@aua.gr</email>; Rong Zhou, <email>zhour@njau.edu.cn</email>; Mintao Sun, <email>sunmintao@caas.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="ecorrected">
<day>04</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>16</volume>
<elocation-id>1607710</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>04</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>06</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Luo, Ntatsi, Zhou and Sun.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Luo, Ntatsi, Zhou and Sun</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Front. Genet." xlink:href="https://www.frontiersin.org/research-topics/61903" ext-link-type="uri">Editorial on the Research Topic <article-title>Multi-omics and molecular biology studies on abiotic stress in crops</article-title>
</related-article>
<kwd-group>
<kwd>transcriptomics</kwd>
<kwd>metabolomics</kwd>
<kwd>gene family abundance</kwd>
<kwd>plant stress</kwd>
<kwd>molecular mechanisms</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Genomics of Plants and the Phytoecosystem</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>
<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/research-topics/61903/multi-omics-and-molecular-biology-studies-on-abiotic-stress-in-crops">Introduction</ext-link>
</title>
<p>Plants face a multitude of biotic and abiotic stresses that threaten their growth, development, and productivity. Biotic stresses, such as fungal infections, and abiotic stresses, including drought, salinity, and temperature extremes, activate complex molecular networks involving transcriptional reprogramming, metabolic adjustments, and signaling cascades. Recent advancements in omics technologies have enabled comprehensive exploration of these mechanisms across diverse plant species. This review synthesizes findings from six studies on lily (<italic>Lilium</italic> spp.), licorice (<italic>Glycyrrhiza uralensis</italic>), potato (<italic>Solanum tuberosum</italic>), rice (<italic>Oryza sativa</italic>), soybean (<italic>Glycine max</italic>), and pigeonpea (<italic>Cajanus cajan</italic>), focusing on their molecular strategies to combat stress. By integrating transcriptomic, metabolomic, and gene family analyses, we highlight conserved pathways, species-specific adaptations, and future directions for crop improvement.</p>
</sec>
<sec id="s2">
<title>
<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/genetics/articles/10.3389/fgene.2024.1432997/full">Transcriptional and metabolic reprogramming in lily bulb rot resistance</ext-link>
</title>
<p>In this Research Topic <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2024.1432997">Chang et al.</ext-link> showed that <italic>Fusarium oxysporum</italic>-induced lily bulb rot triggers dynamic transcriptomic shifts, with 3,922, 7,595, and 6,590 DEGs at early (LYBH2), mid- (LYBH3), and late-stage (LYBH4) infection, respectively. In this study, key upregulated TFs&#x2014;WRKY (regulating lignin via SA/JA signaling; <xref ref-type="bibr" rid="B16">Rushton et al., 1996</xref>; <xref ref-type="bibr" rid="B4">Deng et al., 2023</xref>) and AP2/ERF (modulating SA/ET/JA pathways; <xref ref-type="bibr" rid="B9">Ma et al., 2017b</xref>) were found to drive phenylpropanoid-derived antimicrobials.</p>
<p>The metabolomic analysis identified stage-specific flavonoids: Kaempferol-3-O-rutinoside-7-O-rhamnoside (LYBH2, antibacterial; <xref ref-type="bibr" rid="B9">Ma et al., 2017b</xref>), quercetin-3-O-glucoside (LYBH3, antiviral; <xref ref-type="bibr" rid="B919">Wei et al., 2021</xref>), and lignification enhancers (LYBH4; <xref ref-type="bibr" rid="B11">Ninfali et al., 2020</xref>). Despite upregulated lignin genes (PAL, CCoAOMT; <xref ref-type="bibr" rid="B17">Sun et al., 2024</xref>), minimal metabolite shifts suggest post-transcriptional regulation.</p>
</sec>
<sec id="s3">
<title>
<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/genetics/articles/10.3389/fgene.2024.1458656/full">Soybean drought response: physiology, transcriptome and metabolome</ext-link>
</title>
<p>In the study of <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2024.1458656">Wang et al.</ext-link>, drought stress was found to reduce photosynthesis and water use efficiency (WUE), with non-stomatal limitations dominating under severe drought (SD). Rehydration restored WUE in moderate drought (MD) but not severe drought (SD), indicating irreversible damage (<xref ref-type="bibr" rid="B12">Qi et al., 2021</xref>). Moreover, the chlorophyll fluorescence parameters (<italic>Fv/Fm</italic>, &#x3a6;PSII) mirrored photosynthetic recovery under drought stress.</p>
<p>The transcriptome analysis in this study, revealed that drought stress induced the expression of the <italic>PAO1, 4, 5</italic> and <italic>P5CS</italic> genes to promote the accumulation of spermidine and proline, enhancing soybean drought tolerance. Moreover, the metabolome analysis also identified proline, DL-tryptophan, and phenylalanine as key osmolytes under drought stress. Proline accumulation in MD plants aligned with barley and wheat studies (<xref ref-type="bibr" rid="B3">Chmielewska et al., 2016</xref>), while tryptophan derivatives may correlate with antioxidant responses (<xref ref-type="bibr" rid="B13">Rabara et al., 2017</xref>). Integrated transcript-metabolite networks highlighted phenylpropanoid and amino acid pathways as critical hubs.</p>
</sec>
<sec id="s4">
<title>
<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/genetics/articles/10.3389/fgene.2024.1442277/full">MAPK signaling in licorice salt stress adaptation</ext-link>
</title>
<p>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2024.1442277">Gao et al.</ext-link>, revealed that the MAPK cascade, conserved across eukaryotes, transduces stress signals via phosphorylation (<xref ref-type="bibr" rid="B8">Jagodzik et al., 2018</xref>). In <italic>G. uralensis</italic>, 21 GuMAPKs were classified into four subgroups (A&#x2013;D) based on TEY/TDY activation motifs (<xref ref-type="bibr" rid="B568">L&#xf3;pez-Bucio et al., 2014</xref>). Subgroups A (GuMAPK3/6) and D (GuMAPK16) exhibited colinearity with Arabidopsis and tomato homologs, underscoring evolutionary conservation. Within GuMAPKs, gene duplication, particularly segmental duplication, drove functional diversification, as seen in three homologous pairs (<xref ref-type="bibr" rid="B19">Wang et al., 2021</xref>).</p>
<p>Under 200&#xa0;mM NaCl, <italic>GuMAPK</italic>5, 7, 9, and 16 were upregulated, while <italic>Bacillus subtilis</italic> inoculation further enhanced their expression, indicating microbial priming of salt tolerance. Protein interaction networks linked GuMAPKs to PR1 (pathogenesis-related protein) and RBOHD (ROS-generating NADPH oxidase), bridging biotic and abiotic stress responses (<xref ref-type="bibr" rid="B20">Yamada et al., 2016</xref>). At 300&#xa0;mM NaCl, <italic>GuMAPK16-2</italic> downregulation post-inoculation suggested stress threshold modulation.</p>
</sec>
<sec id="s5">
<title>
<italic>COLs</italic> gene family in potato tuberization and cold stress</title>
<p>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2024.1390411">Yin et al.</ext-link>, discovered that potato tuberization is regulated by photoperiod-sensitive <italic>StCOL</italic> genes (<xref ref-type="bibr" rid="B1">Abelenda et al., 2016</xref>). Phylogenetic analysis classified <italic>StCOLs</italic> into three subfamilies with conserved motifs/structures (2&#x2013;4 exons) and 10 motifs/6 PTMs affecting protein function. Synteny revealed 13 <italic>StCOLs</italic> share a common ancestor, highlighting evolutionary conservation. Cold-responsive <italic>StCOL2, 3, 9, and 15</italic> contained low-temperature cis-elements. <italic>StCOL9</italic> downregulation post-chilling suggests its role as a negative regulator, akin to <italic>AtCOL1</italic> in Arabidopsis (<xref ref-type="bibr" rid="B10">Mikkelsen and Thomashow, 2009</xref>). These genes likely integrate photoperiod and temperature cues to optimize tuberization under stress.</p>
</sec>
<sec id="s6">
<title>
<italic>ALOGs</italic> gene family in rice development and abiotic stress</title>
<p>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2024.1381690">Liu et al.</ext-link>, explained that the ALOG domain, derived from retroposon recombinases, governs rice reproductive development (<xref ref-type="bibr" rid="B18">Turchetto et al., 2023</xref>). Phylogenetic analysis divided 14 <italic>OsG1L</italic> genes into six clades, with <italic>OsG1L1/2/5/6</italic> regulating panicle architecture (<xref ref-type="bibr" rid="B2">Beretta et al., 2023</xref>). Collinearity between <italic>OsG1L3/4/5</italic> and <italic>OsG1L7/8</italic> suggested subfunctionalization. Rice <italic>ALOG</italic> promoters are enriched with ABA-responsive ABRE motifs (half with &#x2265;5 ABREs; up to 12 in one member) and drought-linked MBS elements. Most <italic>ALOG</italic> genes are downregulated under ABA/drought, consistent with ABA-insensitive root/seed phenotypes in LSH8 mutants (promoter ABREs, nuclear localization; <xref ref-type="bibr" rid="B21">Zou et al., 2021</xref>). Similarly, <italic>OsG1L7</italic> (9 ABREs, nuclear) is suppressed by ABA/drought, suggesting shared roles in ABA signaling. These findings highlight <italic>ALOG</italic> family involvement in ABA-mediated stress responses via promoter cis-elements and transcriptional regulation.</p>
</sec>
<sec id="s7">
<title>
<italic>BAGs</italic> gene family in pigeonpea and their response in thermotolerance</title>
<p>The study by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2024.1418380">Alekhya et al.</ext-link> conducted a comprehensive genomic and functional characterization of the BAG gene family in pigeonpea (<italic>C. cajan</italic>), revealing critical insights into their role in heat stress response. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2024.1418380">Alekhya et al.</ext-link>, demonstrated that Pigeonpea&#x2019;s nine <italic>BAGs</italic> genes (five chromosomes) show lineage-specific evolution via Whole Genome Duplication (WGD). UBL domains in BAG1/2/4 suggest ubiquitin roles, while BAG6&#x2019;s IQ motif links to calcium signaling. Phylogenetically, five clades (shared with tomato/soybean) reflect exon/intron divergence, with non-conserved structures (as in Arabidopsis, rice, wheat (<xref ref-type="bibr" rid="B6">Doukhanina et al., 2006</xref>; <xref ref-type="bibr" rid="B14">Rana et al., 2012</xref>; <xref ref-type="bibr" rid="B7">Ge et al., 2016</xref>) driving functional diversification.</p>
<p>In heat-tolerant genotype TS3R, <italic>CcBAG4</italic> (interacting with HSP70) was upregulated, suppressing cell death (<xref ref-type="bibr" rid="B6">Doukhanina et al., 2006</xref>). Conversely, <italic>CcBAG5/6</italic> showed upregulation in susceptible lines, mirroring tomato <italic>SlBAG9</italic> (homolog of <italic>AtBAG5</italic>) overexpression-induced heat sensitivity (<xref ref-type="bibr" rid="B5">Ding et al., 2022</xref>). MiRNA targeting of <italic>CcBAG6</italic> in TS3R suggested post-transcriptional silencing, enhancing thermotolerance.</p>
</sec>
<sec id="s8">
<title>
<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/research-topics/61903/multi-omics-and-molecular-biology-studies-on-abiotic-stress-in-crops">Convergent mechanisms and future perspectives</ext-link>
</title>
<p>Conserved stress-response mechanisms across species involve transcriptional hubs (WRKY, AP2/ERF, NAC TFs) coordinating stress-specific gene regulation, metabolic pathways (phenylpropanoid/amino acid biosynthesis) producing chemical defenses, and signaling networks (MAPK cascades, BAG-HSP chaperones) linking stress perception to protection. Translational innovations include CRISPR editing (e.g., StCOL9, OsG1L7) for climate resilience, microbiome engineering (<italic>B. subtilis</italic>) priming MAPK pathways, and metabolic engineering (proline/lignin) enhancing drought/fungal resistance. These strategies integrate molecular insights with biotechnology, offering scalable solutions for sustainable crop improvement amid climate challenges.</p>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s9">
<title>Author contributions</title>
<p>XL: Writing &#x2013; original draft, Writing &#x2013; review and editing. GN: Conceptualization, Supervision, Writing &#x2013; review and editing. RZ: Conceptualization, Supervision, Writing &#x2013; review and editing. MS: Conceptualization, Supervision, Writing &#x2013; original draft, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s10">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. We are grateful for support from the financially supported by the National Natural Science Foundation of China (Nos 32102462 and 32072652); The Science and Technology Innovation Program of the Chinese Academy of Agricultural Sciences (CAAS-ASTIP-IVFCAAS); The Natural Science Foundation of Jiangsu Province (BK2022148); The earmarked fund for CARS, CARS-23-B05. This research acknowledged the supports of The Key Laboratory of Horticultural Crop Biology and Germplasm Innovation, the Ministry of Agriculture, China. Finally, we gratefully acknowledge the authors, editors, and reviewers for their contributions to this Research Topic.</p>
</sec>
<sec sec-type="COI-statement" id="s11">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s12">
<title>Correction note</title>
<p>This article has been corrected with minor changes. These changes do not impact the scientific content of the article.</p>
</sec>
<sec sec-type="ai-statement" id="s13">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s14">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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