Selection of suitable reference genes for abiotic stress-responsive gene expression studies in peanut by real-time quantitative PCR

被引:13
作者
He, Meijing [1 ]
Cui, Shunli [1 ]
Yang, Xinlei [1 ]
Mu, Guojun [1 ]
Chen, Huanying [1 ]
Liu, Lifeng [1 ]
机构
[1] Agr Univ Hebei, North China Key Lab Crop Germplasm Resources, Educ Minist, Lab Crop Germplasm Resources Hebei, Baoding 071001, Peoples R China
基金
中国国家自然科学基金;
关键词
Abiotic stress; Drought stress; Evaluation; Expression analysis; Expression stability; Genes responsive to stress; Heavy metal; High salt; Higher-plants; Low temperature; Plant hormones; POLYMERASE-CHAIN-REACTION; INTERNAL REFERENCE GENES; RELIABLE REFERENCE GENES; RT-PCR; HOUSEKEEPING GENES; NORMALIZATION; VALIDATION; QUANTIFICATION; IDENTIFICATION; DROUGHT;
D O I
10.1016/j.ejbt.2017.05.004
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
Background: Because of its strong specificity and high accuracy, real-time quantitative PCR (RT-qPCR) has been a widely used method to study the expression of genes responsive to stress. It is crucial to have a suitable set of reference genes to normalize target gene expression in peanut under different conditions using RT-qPCR. In this study, 11 candidate reference genes were selected and examined under abiotic stresses (drought, salt, heavy metal, and low temperature) and hormone (SA and ABA) conditions as well as across different organ types. Three statistical algorithms (geNorm, NormFinder and BestKeeper) were used to evaluate the expression stabilities of reference genes, and the comprehensive rankings of gene stability were generated. Results: The results indicated that ELF1B and YLS8 were the most stable reference genes under PEG-simulated drought treatment. For high-salt treatment using NaCl, YLS8 and GAPDH were the most stable genes. Under CdCl2 treatment, UBI1 and YLS8 were suitable as stable reference genes. UBI1, ADH3, and ACTIN11 were sufficient for gene expression normalization in low-temperature experiment. All the 11 candidate reference genes showed relatively high stability under hormone treatments. For organs subset, UBI1, GAPDH, and ELF1B showed the maximum stability. UBI1 and ADH3 were the top two genes that could be used reliably in all the stress conditions assessed. Furthermore, the necessity of the reference genes screened was further confirmed by the expression pattern of AnnAhs. Conclusions: The results perfect the selection of stable reference genes for future gene expression studies in peanut and provide a list of reference genes that may be used in the future. (C) 2017 Pontificia Universidad Catolica de Valparaiso. Production and hosting by Elsevier B.V. All rights reserved.
引用
收藏
页码:76 / 86
页数:11
相关论文
共 70 条
[1]   Selection of appropriate control genes to assess expression of tumor antigens using real-time RT-PCR [J].
Aerts, JL ;
Gonzales, MI ;
Topalian, SL .
BIOTECHNIQUES, 2004, 36 (01) :84-+
[2]   miRNA-based drought regulation in wheat [J].
Akdogan, Guray ;
Tufekci, Ebru Derelli ;
Uranbey, Serkan ;
Unver, Turgay .
FUNCTIONAL & INTEGRATIVE GENOMICS, 2016, 16 (03) :221-233
[3]  
Bakir Y, 2016, PLANT GENOME, P9
[4]   Drought and salt tolerance in plants [J].
Bartels, D ;
Sunkar, R .
CRITICAL REVIEWS IN PLANT SCIENCES, 2005, 24 (01) :23-58
[5]   The genome sequences of Arachis duranensis and Arachis ipaensis, the diploid ancestors of cultivated peanut [J].
Bertioli, David John ;
Cannon, Steven B. ;
Froenicke, Lutz ;
Huang, Guodong ;
Farmer, Andrew D. ;
Cannon, Ethalinda K. S. ;
Liu, Xin ;
Gao, Dongying ;
Clevenger, Josh ;
Dash, Sudhansu ;
Ren, Longhui ;
Moretzsohn, Marcio C. ;
Shirasawa, Kenta ;
Huang, Wei ;
Vidigal, Bruna ;
Abernathy, Brian ;
Chu, Ye ;
Niederhuth, Chad E. ;
Umale, Pooja ;
Araujo, Ana Claudia G. ;
Kozik, Alexander ;
Do Kim, Kyung ;
Burow, Mark D. ;
Varshney, Rajeev K. ;
Wang, Xingjun ;
Zhang, Xinyou ;
Barkley, Noelle ;
Guimaraes, Patricia M. ;
Isobe, Sachiko ;
Guo, Baozhu ;
Liao, Boshou ;
Stalker, H. Thomas ;
Schmitz, Robert J. ;
Scheffler, Brian E. ;
Leal-Bertioli, Soraya C. M. ;
Xun, Xu ;
Jackson, Scott A. ;
Michelmore, Richard ;
Ozias-Akins, Peggy .
NATURE GENETICS, 2016, 48 (04) :438-+
[6]  
Brand Yael, 2010, Peanut Science, V37, P12, DOI 10.3146/PS09-014.1
[7]   A Novel Strategy for Selection and Validation of Reference Genes in Dynamic Multidimensional Experimental Design in Yeast [J].
Cankorur-Cetinkaya, Ayca ;
Dereli, Elif ;
Eraslan, Serpil ;
Karabekmez, Erkan ;
Dikicioglu, Duygu ;
Kirdar, Betul .
PLOS ONE, 2012, 7 (06)
[8]   Expression profiling of the Arabidopsis annexin gene family during germination, de-etiolation and abiotic stress [J].
Cantero, A ;
Barthakur, S ;
Bushart, TJ ;
Chou, S ;
Morgan, RO ;
Fernandez, MP ;
Clark, GB ;
Roux, SJ .
PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2006, 44 (01) :13-24
[9]   Selection of Reference Genes for Quantitative Gene Expression Studies in Platycladus orientalis (Cupressaceae) Using Real-Time PCR [J].
Chang, Ermei ;
Shi, Shengqing ;
Liu, Jianfeng ;
Cheng, Tielong ;
Xue, Liang ;
Yang, Xiuyan ;
Yang, Wenjuan ;
Lan, Qian ;
Jiang, Zeping .
PLOS ONE, 2012, 7 (03)
[10]   A survey of quantitative real-time polymerase chain reaction internal reference genes for expression studies in Brassica napus [J].
Chen, Xue ;
Truksa, Martin ;
Shah, Saleh ;
Weselake, Randall J. .
ANALYTICAL BIOCHEMISTRY, 2010, 405 (01) :138-140