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Integrated analysis of co-expression, conserved genes and gene families reveal core regulatory network of heat stress response in Cleistogenes songorica, a xerophyte perennial desert plant
As global warming continues, heat stress (HS) is becoming an increasingly significant factor limiting plant growth and reproduction, especially for cool-season grass species. The objective of this study was to determine the transcriptional regulatory network of Cleistogenes songorica under HS via tr...
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Published in: | BMC genomics 2020-10, Vol.21 (1), p.715-18, Article 715 |
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description | As global warming continues, heat stress (HS) is becoming an increasingly significant factor limiting plant growth and reproduction, especially for cool-season grass species. The objective of this study was to determine the transcriptional regulatory network of Cleistogenes songorica under HS via transcriptome profiling, identify of gene families and comparative analysis across major Poaceae species.
Physiological analysis revealed significantly decreased leaf relative water content (RWC) but increased proline (Pro) content in C. songorica under 24 h of HS. Transcriptome profiling indicated that 16,028 and 14,645 genes were differentially expressed in the shoots and roots of C. songorica under HS, respectively. Two subgenomes of C. songorica provide equal contribution under HS on the basis of the distribution and expression of differentially expressed genes (DEGs). Furthermore, 216 DEGs were identified as key evolutionarily conserved genes involved in the response to HS in C. songorica via comparative analysis with genes of four Poaceae species; these genes were involved in the 'response to heat' and 'heat acclimation'. Notably, most of the conserved DEGs belonged to the heat-shock protein (HSP) superfamily. Similar results were also obtained from co-expression analysis. Interestingly, hub-genes of co-expression analysis were found to overlap with conserved genes, especially heat-shock protein (HSP). In C. songorica, 84 HSP and 32 heat-shock transcription factor (HSF) genes were identified in the allotetraploid C. songorica genome, and might have undergone purifying selection during evolutionary history based on syntenic and phylogenetic analysis. By analysing the expression patterns of the CsHSPs and CsHSFs, we found that the transcript abundance of 72.7% of the CsHSP genes and of 62.5% of the CsHSF genes changed under heat stress in both the shoots and roots. Finally, a core regulatory network of HS was constructed on the basis of the CsHSP, CsHSF and other responsive genes in C. songorica.
Regulatory network and key genes were comprehensively analysed and identified in C. songorica under HS. This study improves our knowledge of thermotolerance mechanisms in native grasses, and also provides candidate genes for potential applications in the genetic improvement of grasses. |
doi_str_mv | 10.1186/s12864-020-07122-8 |
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Physiological analysis revealed significantly decreased leaf relative water content (RWC) but increased proline (Pro) content in C. songorica under 24 h of HS. Transcriptome profiling indicated that 16,028 and 14,645 genes were differentially expressed in the shoots and roots of C. songorica under HS, respectively. Two subgenomes of C. songorica provide equal contribution under HS on the basis of the distribution and expression of differentially expressed genes (DEGs). Furthermore, 216 DEGs were identified as key evolutionarily conserved genes involved in the response to HS in C. songorica via comparative analysis with genes of four Poaceae species; these genes were involved in the 'response to heat' and 'heat acclimation'. Notably, most of the conserved DEGs belonged to the heat-shock protein (HSP) superfamily. Similar results were also obtained from co-expression analysis. Interestingly, hub-genes of co-expression analysis were found to overlap with conserved genes, especially heat-shock protein (HSP). In C. songorica, 84 HSP and 32 heat-shock transcription factor (HSF) genes were identified in the allotetraploid C. songorica genome, and might have undergone purifying selection during evolutionary history based on syntenic and phylogenetic analysis. By analysing the expression patterns of the CsHSPs and CsHSFs, we found that the transcript abundance of 72.7% of the CsHSP genes and of 62.5% of the CsHSF genes changed under heat stress in both the shoots and roots. Finally, a core regulatory network of HS was constructed on the basis of the CsHSP, CsHSF and other responsive genes in C. songorica.
Regulatory network and key genes were comprehensively analysed and identified in C. songorica under HS. This study improves our knowledge of thermotolerance mechanisms in native grasses, and also provides candidate genes for potential applications in the genetic improvement of grasses.</description><identifier>ISSN: 1471-2164</identifier><identifier>EISSN: 1471-2164</identifier><identifier>DOI: 10.1186/s12864-020-07122-8</identifier><identifier>PMID: 33066732</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Acclimation ; Acclimatization ; Cleistogenes ; Cleistogenes songorica ; Climate change ; Co-expression ; Comparative analysis ; Conserved heat-responsive genes ; Desert plants ; Deserts ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Plant ; Gene families ; Genes ; Genetic aspects ; Genetic improvement ; Genetic research ; Genomes ; Genomics ; Global warming ; Grasses ; Heat ; Heat shock proteins ; Heat stress ; Heat tolerance ; Heat-Shock Response - genetics ; Kinases ; Moisture content ; Multigene Family ; Phylogeny ; Physiological aspects ; Physiology ; Plant growth ; Plant hardiness ; Plant heat tolerance ; Plant Proteins - genetics ; Plant Proteins - metabolism ; Poaceae ; Poaceae - genetics ; Poaceae - metabolism ; Proline ; Proteins ; Rain ; Regulatory network ; Reproduction (biology) ; RNA sequencing ; Roots ; Shoots ; Signal transduction ; Species ; Stress response ; Synteny ; Temperature tolerance ; Transcription factors ; Water content ; Xerophytes</subject><ispartof>BMC genomics, 2020-10, Vol.21 (1), p.715-18, Article 715</ispartof><rights>COPYRIGHT 2020 BioMed Central Ltd.</rights><rights>2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5128-f5b2a96b96bb5c60eabbe5721b08b23f51b198850d974932e122708608062b0e3</citedby><cites>FETCH-LOGICAL-c5128-f5b2a96b96bb5c60eabbe5721b08b23f51b198850d974932e122708608062b0e3</cites><orcidid>0000-0002-3642-373X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7566159/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2451832120?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,44590,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33066732$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yan, Qi</creatorcontrib><creatorcontrib>Zong, Xifang</creatorcontrib><creatorcontrib>Wu, Fan</creatorcontrib><creatorcontrib>Li, Jie</creatorcontrib><creatorcontrib>Ma, Tiantian</creatorcontrib><creatorcontrib>Zhao, Yufeng</creatorcontrib><creatorcontrib>Ma, Qian</creatorcontrib><creatorcontrib>Wang, Penglei</creatorcontrib><creatorcontrib>Wang, Yanrong</creatorcontrib><creatorcontrib>Zhang, Jiyu</creatorcontrib><title>Integrated analysis of co-expression, conserved genes and gene families reveal core regulatory network of heat stress response in Cleistogenes songorica, a xerophyte perennial desert plant</title><title>BMC genomics</title><addtitle>BMC Genomics</addtitle><description>As global warming continues, heat stress (HS) is becoming an increasingly significant factor limiting plant growth and reproduction, especially for cool-season grass species. The objective of this study was to determine the transcriptional regulatory network of Cleistogenes songorica under HS via transcriptome profiling, identify of gene families and comparative analysis across major Poaceae species.
Physiological analysis revealed significantly decreased leaf relative water content (RWC) but increased proline (Pro) content in C. songorica under 24 h of HS. Transcriptome profiling indicated that 16,028 and 14,645 genes were differentially expressed in the shoots and roots of C. songorica under HS, respectively. Two subgenomes of C. songorica provide equal contribution under HS on the basis of the distribution and expression of differentially expressed genes (DEGs). Furthermore, 216 DEGs were identified as key evolutionarily conserved genes involved in the response to HS in C. songorica via comparative analysis with genes of four Poaceae species; these genes were involved in the 'response to heat' and 'heat acclimation'. Notably, most of the conserved DEGs belonged to the heat-shock protein (HSP) superfamily. Similar results were also obtained from co-expression analysis. Interestingly, hub-genes of co-expression analysis were found to overlap with conserved genes, especially heat-shock protein (HSP). In C. songorica, 84 HSP and 32 heat-shock transcription factor (HSF) genes were identified in the allotetraploid C. songorica genome, and might have undergone purifying selection during evolutionary history based on syntenic and phylogenetic analysis. By analysing the expression patterns of the CsHSPs and CsHSFs, we found that the transcript abundance of 72.7% of the CsHSP genes and of 62.5% of the CsHSF genes changed under heat stress in both the shoots and roots. Finally, a core regulatory network of HS was constructed on the basis of the CsHSP, CsHSF and other responsive genes in C. songorica.
Regulatory network and key genes were comprehensively analysed and identified in C. songorica under HS. This study improves our knowledge of thermotolerance mechanisms in native grasses, and also provides candidate genes for potential applications in the genetic improvement of grasses.</description><subject>Acclimation</subject><subject>Acclimatization</subject><subject>Cleistogenes</subject><subject>Cleistogenes songorica</subject><subject>Climate change</subject><subject>Co-expression</subject><subject>Comparative analysis</subject><subject>Conserved heat-responsive genes</subject><subject>Desert plants</subject><subject>Deserts</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Plant</subject><subject>Gene families</subject><subject>Genes</subject><subject>Genetic aspects</subject><subject>Genetic improvement</subject><subject>Genetic research</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Global warming</subject><subject>Grasses</subject><subject>Heat</subject><subject>Heat shock proteins</subject><subject>Heat stress</subject><subject>Heat tolerance</subject><subject>Heat-Shock Response - genetics</subject><subject>Kinases</subject><subject>Moisture content</subject><subject>Multigene Family</subject><subject>Phylogeny</subject><subject>Physiological aspects</subject><subject>Physiology</subject><subject>Plant growth</subject><subject>Plant hardiness</subject><subject>Plant heat tolerance</subject><subject>Plant Proteins - genetics</subject><subject>Plant Proteins - metabolism</subject><subject>Poaceae</subject><subject>Poaceae - genetics</subject><subject>Poaceae - metabolism</subject><subject>Proline</subject><subject>Proteins</subject><subject>Rain</subject><subject>Regulatory network</subject><subject>Reproduction (biology)</subject><subject>RNA sequencing</subject><subject>Roots</subject><subject>Shoots</subject><subject>Signal transduction</subject><subject>Species</subject><subject>Stress response</subject><subject>Synteny</subject><subject>Temperature 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analysis of co-expression, conserved genes and gene families reveal core regulatory network of heat stress response in Cleistogenes songorica, a xerophyte perennial desert plant</title><author>Yan, Qi ; Zong, Xifang ; Wu, Fan ; Li, Jie ; Ma, Tiantian ; Zhao, Yufeng ; Ma, Qian ; Wang, Penglei ; Wang, Yanrong ; Zhang, Jiyu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5128-f5b2a96b96bb5c60eabbe5721b08b23f51b198850d974932e122708608062b0e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Acclimation</topic><topic>Acclimatization</topic><topic>Cleistogenes</topic><topic>Cleistogenes songorica</topic><topic>Climate change</topic><topic>Co-expression</topic><topic>Comparative analysis</topic><topic>Conserved heat-responsive genes</topic><topic>Desert plants</topic><topic>Deserts</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Plant</topic><topic>Gene families</topic><topic>Genes</topic><topic>Genetic aspects</topic><topic>Genetic improvement</topic><topic>Genetic research</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Global warming</topic><topic>Grasses</topic><topic>Heat</topic><topic>Heat shock proteins</topic><topic>Heat stress</topic><topic>Heat tolerance</topic><topic>Heat-Shock Response - genetics</topic><topic>Kinases</topic><topic>Moisture content</topic><topic>Multigene Family</topic><topic>Phylogeny</topic><topic>Physiological aspects</topic><topic>Physiology</topic><topic>Plant growth</topic><topic>Plant hardiness</topic><topic>Plant heat tolerance</topic><topic>Plant Proteins - genetics</topic><topic>Plant Proteins - metabolism</topic><topic>Poaceae</topic><topic>Poaceae - genetics</topic><topic>Poaceae - metabolism</topic><topic>Proline</topic><topic>Proteins</topic><topic>Rain</topic><topic>Regulatory network</topic><topic>Reproduction 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Penglei</au><au>Wang, Yanrong</au><au>Zhang, Jiyu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrated analysis of co-expression, conserved genes and gene families reveal core regulatory network of heat stress response in Cleistogenes songorica, a xerophyte perennial desert plant</atitle><jtitle>BMC genomics</jtitle><addtitle>BMC Genomics</addtitle><date>2020-10-16</date><risdate>2020</risdate><volume>21</volume><issue>1</issue><spage>715</spage><epage>18</epage><pages>715-18</pages><artnum>715</artnum><issn>1471-2164</issn><eissn>1471-2164</eissn><abstract>As global warming continues, heat stress (HS) is becoming an increasingly significant factor limiting plant growth and reproduction, especially for cool-season grass species. The objective of this study was to determine the transcriptional regulatory network of Cleistogenes songorica under HS via transcriptome profiling, identify of gene families and comparative analysis across major Poaceae species.
Physiological analysis revealed significantly decreased leaf relative water content (RWC) but increased proline (Pro) content in C. songorica under 24 h of HS. Transcriptome profiling indicated that 16,028 and 14,645 genes were differentially expressed in the shoots and roots of C. songorica under HS, respectively. Two subgenomes of C. songorica provide equal contribution under HS on the basis of the distribution and expression of differentially expressed genes (DEGs). Furthermore, 216 DEGs were identified as key evolutionarily conserved genes involved in the response to HS in C. songorica via comparative analysis with genes of four Poaceae species; these genes were involved in the 'response to heat' and 'heat acclimation'. Notably, most of the conserved DEGs belonged to the heat-shock protein (HSP) superfamily. Similar results were also obtained from co-expression analysis. Interestingly, hub-genes of co-expression analysis were found to overlap with conserved genes, especially heat-shock protein (HSP). In C. songorica, 84 HSP and 32 heat-shock transcription factor (HSF) genes were identified in the allotetraploid C. songorica genome, and might have undergone purifying selection during evolutionary history based on syntenic and phylogenetic analysis. By analysing the expression patterns of the CsHSPs and CsHSFs, we found that the transcript abundance of 72.7% of the CsHSP genes and of 62.5% of the CsHSF genes changed under heat stress in both the shoots and roots. Finally, a core regulatory network of HS was constructed on the basis of the CsHSP, CsHSF and other responsive genes in C. songorica.
Regulatory network and key genes were comprehensively analysed and identified in C. songorica under HS. This study improves our knowledge of thermotolerance mechanisms in native grasses, and also provides candidate genes for potential applications in the genetic improvement of grasses.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>33066732</pmid><doi>10.1186/s12864-020-07122-8</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0002-3642-373X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Acclimation Acclimatization Cleistogenes Cleistogenes songorica Climate change Co-expression Comparative analysis Conserved heat-responsive genes Desert plants Deserts Gene expression Gene Expression Profiling Gene Expression Regulation, Plant Gene families Genes Genetic aspects Genetic improvement Genetic research Genomes Genomics Global warming Grasses Heat Heat shock proteins Heat stress Heat tolerance Heat-Shock Response - genetics Kinases Moisture content Multigene Family Phylogeny Physiological aspects Physiology Plant growth Plant hardiness Plant heat tolerance Plant Proteins - genetics Plant Proteins - metabolism Poaceae Poaceae - genetics Poaceae - metabolism Proline Proteins Rain Regulatory network Reproduction (biology) RNA sequencing Roots Shoots Signal transduction Species Stress response Synteny Temperature tolerance Transcription factors Water content Xerophytes |
title | Integrated analysis of co-expression, conserved genes and gene families reveal core regulatory network of heat stress response in Cleistogenes songorica, a xerophyte perennial desert plant |
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