CAO Meng,WANG Yong,JIANG Jun,et al.Identification of Key Heat-tolerance Genes in Eggplant Based on Transcriptomics and WGCNA[J].Northern Horticulture,2026,(13):8-18.[doi:10.11937/bfyy.20253676]
基于转录组学和WGCNA挖掘茄子耐热关键基因
- Title:
- Identification of Key Heat-tolerance Genes in Eggplant Based on Transcriptomics and WGCNA
- 文章编号:
- 1001-0009(2026)13-0008-11
- 关键词:
- 茄子; 高温胁迫; 转录组学; 加权基因共表达网络分析
- Keywords:
- eggplant; heat stress; transcriptomics; WGCNA
- 分类号:
- S641.1
- 文献标志码:
- A
- 摘要:
- 以茄子耐热材料‘E94’和热敏材料‘E9’为试材,采用RNA-Seq和WGCNA方法,研究了茄子在42 ℃高温处理2、4、8 h后转录组水平的变化,挖掘茄子响应高温胁迫的重要基因,以期为阐明茄子耐高温机制提供参考依据。结果表明:高温胁迫下共有1 707个基因在耐热中特异性差异表达。富集分析显示,耐热茄子材料在植物-病原体互作、植物激素信号转导、ABC转运蛋白等与热胁迫相关的关键通路方面表现出特异的富集。通过加权共表达网络分析,筛选出29个与高温显著相关的枢纽基因。根据基因表达量和功能注释,进一步锁定热激蛋白HSP26.5(Sme05G1602)和与激素相关的乙烯反应子CRF3(Sme08G2309)、ERF110(Sme05G1987)、脱落酸受体PYL4(Sme05G0273、Sme09G0837、Sme05G0274)、生长素响应基因SAUR32(Sme03G2102)、GH3.1(Sme02G0796)等8个基因为茄子响应高温胁迫的关键候选基因。
- Abstract:
- Taking heat-tolerant eggplant line ‘E94’ and heat-sensitive line ‘E9’ as the test materials,RNA-Seq and WGCNA methods were used to investigate the transcriptomic changes in eggplant after exposure to 42 ℃ for 2,4 and 8 hours,to identify important genes involved in response to high-temperature stress,in order to provide references for clarifying the heat tolerance mechanism of eggplant.The results showed that a total of 1 707 genes were found to be uniquely differentially expressed in the tolerant genotype under heat.Functional enrichment revealed specific over-representation of pathways related to plant-pathogen interaction,plant-hormone signal transduction and ABC transporters,all known to be involved in thermotolerance.WGCNA identified 29 hub genes significantly associated with the heat response.On the basis of expression level and functional annotation,eight genes were further prioritized as key candidates for eggplant heat-stress tolerance,the small heat-shock protein HSP26.5 (Sme05G1602),the ethylene-responsive transcription factors CRF3 (Sme08G2309) and ERF110 (Sme05G1987),the abscisic-acid receptors PYL4 (Sme05G0273,Sme09G0837,Sme05G0274),and the auxin-responsive genes SAUR32 (Sme03G2102) and GH3.1 (Sme02G0796).
参考文献/References:
[1]彭云松,任浩,刘婷,等.高温胁迫对使用百合生理特性的影响[J].北方园艺,2025(12):66-73.[2]ZHAO C,LIU B,PIAO S,et al.Temperature increase reduces global yields of major crops in four independent estimates[J].PNAS,2017,114(35):9326-9331.[3]INTHICHACK P,NISHIMURA Y,FUKUMOTO Y.Diurnal temperature alternations on plant growth and mineral absorption in eggplant,sweet pepper,and tomato[J].Horticulture,Environment,and Biotechnology,2013,54(1):37-43.[4]KRISHNA JAGADISH S V,WAY D A,SHARKEY T D.Plant heat stress:Concepts directing future research[J].Plant,Cell & Environment,2021,44(7):1992-2005.[5]ZANDALINAS S I,MITTLER R,BALFAGN D,et al.Plant adaptations to the combination of drought and high temperatures[J].Physiologia Plantarum,2018,162(1):2-12.[6]HASSAN M U,CHATTHA M U,KHAN I,et al.Heat stress in cultivated plants:Nature,impact,mechanisms,and mitigation strategies:A review[J].Plant Biosystems,2021,155(2):211-234.[7]蒋艺,邱正坤,颜爽爽,等.不同逆境胁迫处理对茄子品质指标的影响[J].北方园艺,2023(11):15-21.[8]WU X,ZHANG S,LIU X,et al.Chalcone synthase (CHS) family members analysis from eggplant (Solanum melongena L.) in the flavonoid biosynthetic pathway and expression patterns in response to heat stress[J].PLoS One,2020,15(4):e0226537.[9]LI Y.Effects of heat stress on gene expression in eggplant (Solanum melongema L.) seedlings[J].African Journal of Biotechnology,2011,10(79):18078-18084.[10]JIANG J,LIU X,LIU C,et al.Integrating omics and alternative splicing reveals insights into grape response to high temperature[J].Plant Physiology,2017,173(2):1502-1518.[11]OHAMA N,SATO H,SHINOZAKI K,et al.Transcriptional regulatory network of plant heat stress response[J].Trends in Plant Science,2017,22(1):53-65.[12]WANG W,VINOCUR B,SHOSEYOV O,et al.Role of plant heat-shock proteins and molecular chaperones in the abiotic stress response[J].Trends in Plant Science,2004,9(5):244-252.[13]MILLER G,MITTLER R.Could heat shock transcription factors function as hydrogen peroxide sensors in plants?[J].Annals of Botany,2006,98(2):279-288.[14]KOTAK S,LARKINDALE J,LEE U,et al.Complexity of the heat stress response in plants[J].Current Opinion in Plant Biology,2007,10(3):310-316.[15]XU J,XUE C,XUE D,et al.Overexpression of GmHsp90s,a heat shock protein 90 (Hsp90) gene family cloning from soybean,decrease damage of abiotic stresses in Arabidopsis thaliana[J].PLoS One,2013,8(7):e69810.[16]WANG J,CHEN C,WU C,et al.SlMYB41 positively regulates tomato thermotolerance by activating the expression of SlHSP90.3[J].Plant Physiology and Biochemistry,2023,204:108106.[17]刘克禄,陈卫国.植物耐热相关基因研究进展[J].植物遗传资源学报,2015,16(1):127-132,141.[18]LI Z,PALMER W M,MARTIN A P,et al.High invertase activity in tomato reproductive organs correlates with enhanced sucrose import into,and heat tolerance of,young fruit[J].Journal of Experimental Botany,2012,63(3):1155-1166.[19]WAADT R,SELLER C A,HSU P K,et al.Plant hormone regulation of abiotic stress responses[J].Nature Reviews Molecular Cell Biology,2022,23(10):680-694.[20]HUANG G T,MA S L,BAI L P,et al.Signal transduction during cold,salt,and drought stresses in plants[J].Molecular Biology Reports,2012,39(2):969-987.[21]XU F,PARK M R,KITAZUMI A,et al.Cis-regulatory signatures of orthologous stress-associated bZIP transcription factors from rice,sorghum and Arabidopsis based on phylogenetic footprints[J].BMC Genomics,2012,13(1):497.[22]HAO Y,ZONG X,REN P,et al.Basic helix-loop-helix (bHLH) transcription factors regulate a wide range of functions in Arabidopsis[J].International Journal of Molecular Sciences,2021,22(13):7152.[23]AGARWAL G,GARG V,KUDAPA H,et al.Genome-wide dissection of AP2/ERF and HSP90 gene families in five legumes and expression profiles in chickpea and pigeonpea[J].Plant Biotechnology Journal,2016,14(7):1563-1577.[24]LIANG Y G,FENG Z Y,YU B W,et al.Auxin accumulation mediated by the CsPIF1-like-CsYUC8 module drives high temperature-induced hypocotyl elongation in cucumber[J].Plant Stress,2025,18:100991.[25]刘威,何明,刘石磊,等.甜瓜耐冷资源筛选及耐冷基因CmPYL6和CmPYL7表达分析[J].北方园艺,2025(24):1-9.[26]ZHANG G,LU T,MIAO W,et al.Genome-wide identification of ABA receptor PYL family and expression analysis of PYLs in response to ABA and osmotic stress in Gossypium[J].PeerJ,2017,5:e4126.[27]HUANG J,ZHAO X,BRGER M,et al.Two interacting ethylene response factors regulate heat stress response[J].The Plant Cell,2021,33(2):338-357.[28]ZHANG L,DAI Y,YUE L,et al.Heat stress response in Chinese cabbage (Brassica rapa L.) revealed by transcriptome and physiological analysis[J].PeerJ,2022,10:e13427.[29]LI Z G,YE X Y.Transcriptome response of maize (Zea mays L.) seedlings to heat stress[J].Protoplasma,2022,259(2):357-369.[30]TANG R,GUPTA S K,NIU S,et al.Transcriptome analysis of heat stress response genes in potato leaves[J].Molecular Biology Reports,2020,47(6):4311-4321.[31]邓照,蒋环琪,程丽沙,等.利用WGCNA鉴定玉米非生物胁迫相关基因共表达网络[J].作物学报,2023,49(3):672-686.[32]SHI C M,LIU B,SONG L,et al.Physio-biochemical and dynamic transcriptome comparison of heat tolerance in wild and cultivated tomato accessions[J].Plant Growth Regulation,2025,105(4):1105-1123.[33]WEI Q,WANG J,WANG W,et al.A high-quality chromosome-level genome assembly reveals genetics for important traits in eggplant[J].Horticulture Research,2020,7:153.[34]MIRDAR M R,SHOBBAR Z S,BABAEIAN J N,et al.Dissecting molecular mechanisms underlying salt tolerance in rice:A comparative transcriptional profiling of the contrasting genotypes[J].Rice,2019,12(1):13.[35]LIANG X,ZHANG J.Regulation of plant responses to biotic and abiotic stress by receptor-like cytoplasmic kinases[J].Stress Biology,2022,2(1):25.[36]YE X,TIE W,XU J,et al.Comparative transcriptional analysis of two contrasting rice genotypes in response to salt stress[J].Agronomy,2022,12(5):1163.[37]FU X,LV C Y,ZHANG Y Y,et al.Comparative transcriptome analysis of grafting to improve chilling tolerance of cucumber[J].Protoplasma,2023,260(5):1349-1364.[38]MIAO M,TAN H,LIANG L,et al.Comparative transcriptome analysis of cold-tolerant and-sensitive Asparagus bean under chilling stress and recovery[J].PeerJ,2022,10:e13167.[39]张宁,姜晶.植物中小分子热激蛋白基因家族(sHSPs)研究进展[J].植物生理学报,2017,53(6):943-948.[40]YU H X,CAO Y J,YANG Y B,et al.A TT1-SCE1 module integrates ubiquitination and SUMOylation to regulate heat tolerance in rice[J].Molecular Plant,2024,17(12):1899-1918.[41]CHA J Y,KANG S H,ALI I,et al.Humic acid enhances heat stress tolerance via transcriptional activation of heat-shock proteins in Arabidopsis[J].Scientific Reports,2020,10:15042.[42]周亚东,赵恩鹏,申磊,等.高温胁迫下茄子小热激蛋白基因SmsHSP20的克隆与表达分析[J].分子植物育种,2024,22(20):6653-6660.[43]WANG X,SHI X,CHEN S,et al.Evolutionary origin,gradual accumulation and functional divergence of heat shock factor gene family with plant evolution[J].Frontiers in Plant Science,2018,9:71.[44]王玺尧,刘艳玲,王昕.植物热形态建成中PIF4调控SAURs基因表达[J].植物研究,2025,45(2):181-190.[45]LIU R J,SHU B B,WANG Y Y,et al.Transcriptome analysis reveals key genes involved in the eggplant response to high-temperature stress[J].Environmental and Experimental Botany,2023,211:105369.[46]刘彩霞,索晓雄,孙妮妮,等.两种不同果形酸枣的转录组比较分析[J].北方园艺,2025(18):1-10.
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备注/Memo
第一作者简介:曹萌(1998-),女,硕士,研究实习员,现主要从事蔬菜遗传育种等研究工作。E-mail:15130086082@163.com.责任作者:王勇(1986-),男,硕士,副研究员,现主要从事蔬菜遗传育种等研究工作。E-mail:wyong2299@163.com.基金项目:河南省重大科技专项资助项目(241100110200);国家大宗蔬菜产业技术体系资助项目(CARS-23-G16);驻马店市重点研发专项资助项目(ZMDSZDYF2025001)。收稿日期:2025-10-22