Dynamic DNA methylation modifications in the cold stress response of cassava
Cassava, a crucial tropical crop, faces challenges from cold stress, necessitating an exploration of its molecular response. Here, we investigated the role of DNA methylation in moderating the response to moderate cold stress (10 °C) in cassava. Using whole-genome bisulfite sequencing, we examined D...
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Veröffentlicht in: | Genomics (San Diego, Calif.) Calif.), 2024-07, Vol.116 (4), p.110871, Article 110871 |
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description | Cassava, a crucial tropical crop, faces challenges from cold stress, necessitating an exploration of its molecular response. Here, we investigated the role of DNA methylation in moderating the response to moderate cold stress (10 °C) in cassava. Using whole-genome bisulfite sequencing, we examined DNA methylation patterns in leaf blades and petioles under control conditions, 5 h, and 48 h of cold stress. Tissue-specific responses were observed, with leaf blades exhibiting subtle changes, while petioles displayed a pronounced decrease in methylation levels under cold stress. We identified cold stress-induced differentially methylated regions (DMRs) that demonstrated both tissue and treatment specificity. Importantly, these DMRs were enriched in genes with altered expression, implying functional relevance. The cold-response transcription factor ERF105 associated with DMRs emerged as a significant and conserved regulator across tissues and treatments. Furthermore, we investigated DNA methylation dynamics in transposable elements, emphasizing the sensitivity of MITEs with bHLH binding motifs to cold stress. These findings provide insights into the epigenetic regulation of response to cold stress in cassava, contributing to an understanding of the molecular mechanisms underlying stress adaptation in this tropical plant.
•Cassava displayed tissue-specific DNA methylation responses to cold stress.•Integration of DNA methylation and gene expression data revealed intricate correlations.•The transcription factor ERF105 is a significant and conserved regulator across tissues and treatments under cold stress.•Transposable elements, particularly MITEs with bHLH binding motifs, showed sensitivity to cold stress. |
doi_str_mv | 10.1016/j.ygeno.2024.110871 |
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•Cassava displayed tissue-specific DNA methylation responses to cold stress.•Integration of DNA methylation and gene expression data revealed intricate correlations.•The transcription factor ERF105 is a significant and conserved regulator across tissues and treatments under cold stress.•Transposable elements, particularly MITEs with bHLH binding motifs, showed sensitivity to cold stress.</description><identifier>ISSN: 0888-7543</identifier><identifier>ISSN: 1089-8646</identifier><identifier>EISSN: 1089-8646</identifier><identifier>DOI: 10.1016/j.ygeno.2024.110871</identifier><identifier>PMID: 38806102</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Cassava ; Cold stress ; Cold-Shock Response ; DNA Methylation ; DNA Transposable Elements ; Epigenesis, Genetic ; Gene Expression Regulation, Plant ; Manihot - genetics ; Manihot - metabolism ; Plant Leaves - genetics ; Plant Leaves - metabolism ; Plant Proteins - genetics ; Plant Proteins - metabolism ; Transcription factor ; Transcription Factors - genetics ; Transcription Factors - metabolism ; Transposable element</subject><ispartof>Genomics (San Diego, Calif.), 2024-07, Vol.116 (4), p.110871, Article 110871</ispartof><rights>2024 The Authors</rights><rights>Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c284t-7d5526562322bb55a90557837355bc1c86281c6f10d348d50cd232aae3f8ec443</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ygeno.2024.110871$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>315,781,785,865,3551,27929,27930,46000</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38806102$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yu, Guangrun</creatorcontrib><creatorcontrib>Zhang, Baowang</creatorcontrib><creatorcontrib>Chen, Qi</creatorcontrib><creatorcontrib>Huang, Zequan</creatorcontrib><creatorcontrib>Zhang, Baohong</creatorcontrib><creatorcontrib>Wang, Kai</creatorcontrib><creatorcontrib>Han, Jinlei</creatorcontrib><title>Dynamic DNA methylation modifications in the cold stress response of cassava</title><title>Genomics (San Diego, Calif.)</title><addtitle>Genomics</addtitle><description>Cassava, a crucial tropical crop, faces challenges from cold stress, necessitating an exploration of its molecular response. Here, we investigated the role of DNA methylation in moderating the response to moderate cold stress (10 °C) in cassava. Using whole-genome bisulfite sequencing, we examined DNA methylation patterns in leaf blades and petioles under control conditions, 5 h, and 48 h of cold stress. Tissue-specific responses were observed, with leaf blades exhibiting subtle changes, while petioles displayed a pronounced decrease in methylation levels under cold stress. We identified cold stress-induced differentially methylated regions (DMRs) that demonstrated both tissue and treatment specificity. Importantly, these DMRs were enriched in genes with altered expression, implying functional relevance. The cold-response transcription factor ERF105 associated with DMRs emerged as a significant and conserved regulator across tissues and treatments. Furthermore, we investigated DNA methylation dynamics in transposable elements, emphasizing the sensitivity of MITEs with bHLH binding motifs to cold stress. These findings provide insights into the epigenetic regulation of response to cold stress in cassava, contributing to an understanding of the molecular mechanisms underlying stress adaptation in this tropical plant.
•Cassava displayed tissue-specific DNA methylation responses to cold stress.•Integration of DNA methylation and gene expression data revealed intricate correlations.•The transcription factor ERF105 is a significant and conserved regulator across tissues and treatments under cold stress.•Transposable elements, particularly MITEs with bHLH binding motifs, showed sensitivity to cold stress.</description><subject>Cassava</subject><subject>Cold stress</subject><subject>Cold-Shock Response</subject><subject>DNA Methylation</subject><subject>DNA Transposable Elements</subject><subject>Epigenesis, Genetic</subject><subject>Gene Expression Regulation, Plant</subject><subject>Manihot - genetics</subject><subject>Manihot - metabolism</subject><subject>Plant Leaves - genetics</subject><subject>Plant Leaves - metabolism</subject><subject>Plant Proteins - genetics</subject><subject>Plant Proteins - metabolism</subject><subject>Transcription factor</subject><subject>Transcription Factors - genetics</subject><subject>Transcription Factors - metabolism</subject><subject>Transposable element</subject><issn>0888-7543</issn><issn>1089-8646</issn><issn>1089-8646</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kEtPwzAMgCMEYmPwC5BQjlw68mjS7MBhYrykCS5wjrLEZZnaZjTdpP57sgccudiy_NmWP4SuKRlTQuXdatx_QRPGjLB8TClRBT1Bw5QnmZK5PEVDopTKCpHzAbqIcUUImXDFztGAK0UkJWyI5rO-MbW3ePY2xTV0y74ynQ8NroPzpbf7ImLf4G4J2IbK4di1ECNOYZ1agEOJrYnRbM0lOitNFeHqmEfo8-nx4-Elm78_vz5M55llKu-ywgnBpJCMM7ZYCGEmRIhC8YILsbDUKskUtbKkxPFcOUGsS6gxwEsFNs_5CN0e9q7b8L2B2OnaRwtVZRoIm6h5eq5QjCqZUH5AbRtibKHU69bXpu01JXqnUa_0XqPeadQHjWnq5nhgs6jB_c38ekvA_QGA9ObWQ6uj9dBYcL4F22kX_L8HfgAZoYNc</recordid><startdate>202407</startdate><enddate>202407</enddate><creator>Yu, Guangrun</creator><creator>Zhang, Baowang</creator><creator>Chen, Qi</creator><creator>Huang, Zequan</creator><creator>Zhang, Baohong</creator><creator>Wang, Kai</creator><creator>Han, Jinlei</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>202407</creationdate><title>Dynamic DNA methylation modifications in the cold stress response of cassava</title><author>Yu, Guangrun ; Zhang, Baowang ; Chen, Qi ; Huang, Zequan ; Zhang, Baohong ; Wang, Kai ; Han, Jinlei</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c284t-7d5526562322bb55a90557837355bc1c86281c6f10d348d50cd232aae3f8ec443</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Cassava</topic><topic>Cold stress</topic><topic>Cold-Shock Response</topic><topic>DNA Methylation</topic><topic>DNA Transposable Elements</topic><topic>Epigenesis, Genetic</topic><topic>Gene Expression Regulation, Plant</topic><topic>Manihot - genetics</topic><topic>Manihot - metabolism</topic><topic>Plant Leaves - genetics</topic><topic>Plant Leaves - metabolism</topic><topic>Plant Proteins - genetics</topic><topic>Plant Proteins - metabolism</topic><topic>Transcription factor</topic><topic>Transcription Factors - genetics</topic><topic>Transcription Factors - metabolism</topic><topic>Transposable element</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yu, Guangrun</creatorcontrib><creatorcontrib>Zhang, Baowang</creatorcontrib><creatorcontrib>Chen, Qi</creatorcontrib><creatorcontrib>Huang, Zequan</creatorcontrib><creatorcontrib>Zhang, Baohong</creatorcontrib><creatorcontrib>Wang, Kai</creatorcontrib><creatorcontrib>Han, Jinlei</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Genomics (San Diego, Calif.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yu, Guangrun</au><au>Zhang, Baowang</au><au>Chen, Qi</au><au>Huang, Zequan</au><au>Zhang, Baohong</au><au>Wang, Kai</au><au>Han, Jinlei</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dynamic DNA methylation modifications in the cold stress response of cassava</atitle><jtitle>Genomics (San Diego, Calif.)</jtitle><addtitle>Genomics</addtitle><date>2024-07</date><risdate>2024</risdate><volume>116</volume><issue>4</issue><spage>110871</spage><pages>110871-</pages><artnum>110871</artnum><issn>0888-7543</issn><issn>1089-8646</issn><eissn>1089-8646</eissn><abstract>Cassava, a crucial tropical crop, faces challenges from cold stress, necessitating an exploration of its molecular response. Here, we investigated the role of DNA methylation in moderating the response to moderate cold stress (10 °C) in cassava. Using whole-genome bisulfite sequencing, we examined DNA methylation patterns in leaf blades and petioles under control conditions, 5 h, and 48 h of cold stress. Tissue-specific responses were observed, with leaf blades exhibiting subtle changes, while petioles displayed a pronounced decrease in methylation levels under cold stress. We identified cold stress-induced differentially methylated regions (DMRs) that demonstrated both tissue and treatment specificity. Importantly, these DMRs were enriched in genes with altered expression, implying functional relevance. The cold-response transcription factor ERF105 associated with DMRs emerged as a significant and conserved regulator across tissues and treatments. Furthermore, we investigated DNA methylation dynamics in transposable elements, emphasizing the sensitivity of MITEs with bHLH binding motifs to cold stress. These findings provide insights into the epigenetic regulation of response to cold stress in cassava, contributing to an understanding of the molecular mechanisms underlying stress adaptation in this tropical plant.
•Cassava displayed tissue-specific DNA methylation responses to cold stress.•Integration of DNA methylation and gene expression data revealed intricate correlations.•The transcription factor ERF105 is a significant and conserved regulator across tissues and treatments under cold stress.•Transposable elements, particularly MITEs with bHLH binding motifs, showed sensitivity to cold stress.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>38806102</pmid><doi>10.1016/j.ygeno.2024.110871</doi><oa>free_for_read</oa></addata></record> |
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subjects | Cassava Cold stress Cold-Shock Response DNA Methylation DNA Transposable Elements Epigenesis, Genetic Gene Expression Regulation, Plant Manihot - genetics Manihot - metabolism Plant Leaves - genetics Plant Leaves - metabolism Plant Proteins - genetics Plant Proteins - metabolism Transcription factor Transcription Factors - genetics Transcription Factors - metabolism Transposable element |
title | Dynamic DNA methylation modifications in the cold stress response of cassava |
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