Transcriptomic analysis of salt-stress-responsive genes in lentil roots and leaves

被引:0
作者
Goudarzi, Mehdi [1 ]
Ismaili, Ahmad [1 ]
Sohrabi, Seyed Sajad [1 ]
Nazarian-Firouzabadi, Farhad [1 ]
Eisvand, Hamid Reza [1 ]
机构
[1] Lorestan Univ, Fac Agr, Dept Plant Prod & Genet Engn, POB 68149-84896, Khorramabad, Iran
关键词
Lentil; Salt stress; Leaves; Roots; Salt stress-responsive genes; SIGNAL-TRANSDUCTION; ABSCISIC-ACID; EXPRESSION ANALYSIS; SALINITY; TOLERANCE; DROUGHT; PROTEINS; METABOLISM; RESISTANCE; PROTEOMICS;
D O I
10.1007/s11816-024-00937-x
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Salt stress is a critical environmental element contributing to the growth and productivity of different crops like lentils. In this study, to better understand the mechanism of lentil response to salt stress, gene expression alterations in lentil roots and leaves were investigated using the RNA-seq technique. By performing gene expression analysis, it was shown that salt stress had greater impacts on the gene expression regulation in the root (5420 DEGs) than leaf tissue (1050 DEGs), which consequently complicates the salt stress response mechanisms highlighted in the root tissue. In addition, gene ontology (GO) and metabolic pathways analyses also showed that the root and leaf tissues had very different enriched GO terms and metabolic pathways; however, some GO terms, such as carbohydrate metabolic process, response to stress and hydrolase activity and acting on glycosyl bonds, were similar in both tissues. Additionally, as revealed by the functional analysis in both tissues, the salt stress response could be primarily obtained through sensing and signaling pathways, transcriptional reprogramming, ionic homeostasis stabilizing, increased ROS inhibition, and the transporter system and photosynthesis activation. Some candidate genes involved in hormone (such as PP2C, CKX5, ETR2, GASA1, and LOX1) and kinase signaling pathways (such as MKD1, CRK3, LECRK-IX.1, and LRK10L1.2) as well as several transcriptions (such as bHLH, AP2/ERF, MYB, and WRKY) and transporter factors (such as ABC, AAP3, PIP1B, PNC1, and NHX3) were identified to contribute to salt stress response. Considering insufficient genetic information and accurate knowledge of lentil response to salt stress, it can be said that our transcript profiling and integrated bioinformatics analyses provide some necessary information for further functional studies of candidate genes and their regulatory factors affecting response to salt stress in lentil plants.
引用
收藏
页码:907 / 925
页数:19
相关论文
共 111 条
[21]   Transcriptome and Cell Physiological Analyses in Different Rice Cultivars Provide New Insights Into Adaptive and Salinity Stress Responses [J].
Formentin, Elide ;
Sudiro, Cristina ;
Perin, Giorgio ;
Riccadonna, Samantha ;
Barizza, Elisabetta ;
Baldoni, Elena ;
Lavezzo, Enrico ;
Stevanato, Piergiorgio ;
Sacchi, Gian Attilio ;
Fontana, Paolo ;
Toppo, Stefano ;
Morosinotto, Tomas ;
Zottini, Michela ;
Lo Schiavo, Fiorella .
FRONTIERS IN PLANT SCIENCE, 2018, 9
[22]   Transcriptome profiling of lentil in response to Ascochyta lentis infection [J].
Garcia-Garcia, Pedro ;
Vaquero, Francisca ;
Javier Vences, F. ;
Saenz de Miera, Luis E. ;
Polanco, Carlos ;
Gonzalez, Ana, I ;
Horres, Ralf ;
Krezdorn, Nicolas ;
Rotter, Bjoern ;
Winter, Peter ;
Perez de la Vega, Marcelino .
SPANISH JOURNAL OF AGRICULTURAL RESEARCH, 2019, 17 (04)
[23]   Transcriptome analyses reveal genotype- and developmental stage-specific molecular responses to drought and salinity stresses in chickpea [J].
Garg, Rohini ;
Shankar, Rama ;
Thakkar, Bijal ;
Kudapa, Himabindu ;
Krishnamurthy, Lakshmanan ;
Mantri, Nitin ;
Varshney, Rajeev K. ;
Bhatia, Sabhyata ;
Jain, Mukesh .
SCIENTIFIC REPORTS, 2016, 6
[24]   Genes that are uniquely stress regulated in salt overly sensitive (sos) mutants [J].
Gong, ZZ ;
Koiwa, H ;
Cushman, MA ;
Ray, A ;
Bufford, D ;
Kore-eda, S ;
Matsumoto, TK ;
Zhu, JH ;
Cushman, JC ;
Bressan, RA ;
Hasegawa, PM .
PLANT PHYSIOLOGY, 2001, 126 (01) :363-375
[25]   Phytozome: a comparative platform for green plant genomics [J].
Goodstein, David M. ;
Shu, Shengqiang ;
Howson, Russell ;
Neupane, Rochak ;
Hayes, Richard D. ;
Fazo, Joni ;
Mitros, Therese ;
Dirks, William ;
Hellsten, Uffe ;
Putnam, Nicholas ;
Rokhsar, Daniel S. .
NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) :D1178-D1186
[26]  
Goudarzi M., 2008, Journal of Agriculture and Social Sciences, V4, P35
[27]  
Goudarzi M., 2009, Journal of Applied Sciences, V9, P348, DOI 10.3923/jas.2009.348.353
[28]  
Goudarzi M., 2008, Journal of Applied Sciences, V8, P2300
[29]   Full-length transcriptome assembly from RNA-Seq data without a reference genome [J].
Grabherr, Manfred G. ;
Haas, Brian J. ;
Yassour, Moran ;
Levin, Joshua Z. ;
Thompson, Dawn A. ;
Amit, Ido ;
Adiconis, Xian ;
Fan, Lin ;
Raychowdhury, Raktima ;
Zeng, Qiandong ;
Chen, Zehua ;
Mauceli, Evan ;
Hacohen, Nir ;
Gnirke, Andreas ;
Rhind, Nicholas ;
di Palma, Federica ;
Birren, Bruce W. ;
Nusbaum, Chad ;
Lindblad-Toh, Kerstin ;
Friedman, Nir ;
Regev, Aviv .
NATURE BIOTECHNOLOGY, 2011, 29 (07) :644-U130
[30]   The Rhinella arenarum transcriptome: de novo assembly, annotation and gene prediction [J].
Guillermo Ceschin, Danilo ;
Susana Pires, Natalia ;
Noelia Mardirosian, Mariana ;
Ines Lascano, Cecilia ;
Venturino, Andres .
SCIENTIFIC REPORTS, 2020, 10 (01)