Population transcriptomics reveals a potentially positive role of expression diversity in adaptation

被引:26
作者
Xu, Qin [1 ]
Xing, Shilai [1 ,5 ]
Zhu, Caiyun [1 ,5 ]
Liu, Wei [1 ]
Fan, Yangyang [2 ,3 ,5 ]
Wang, Qian [1 ,5 ]
Song, Zhihong [2 ,3 ,5 ]
Yang, Wenhui [2 ,3 ,5 ]
Luo, Fan [1 ]
Shang, Fei [2 ,3 ]
Kang, Lifang [2 ,3 ]
Chen, Wenli [1 ]
Yan, Juan [4 ]
Li, Jianqiang [4 ]
Sang, Tao [1 ,2 ,3 ]
机构
[1] Chinese Acad Sci, Inst Bot, State Key Lab Systemat & Evolutionary Bot, Beijing 100093, Peoples R China
[2] Chinese Acad Sci, Key Lab Plant Resources, Inst Bot, Beijing 100093, Peoples R China
[3] Chinese Acad Sci, Beijing Bot Garden, Inst Bot, Beijing 100093, Peoples R China
[4] Chinese Acad Sci, Wuhan Bot Garden, Key Lab Plant Germplasm Enhancement & Special Agr, Wuhan 430074, Peoples R China
[5] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
基金
中国国家自然科学基金;
关键词
Adaptation; artificial selection; de novo assembling; expression variation; genetic diversity; Miscanthus lutarioriparius; population transcriptome; GENE-EXPRESSION; HIGHER-PLANTS; ENERGY CROPS; ORYZA-SATIVA; GENOME; EVOLUTION; MAIZE; NUCLEOTIDE; SEQUENCE; PATTERNS;
D O I
10.1111/jipb.12287
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
While it is widely accepted that genetic diversity determines the potential of adaptation, the role that gene expression variation plays in adaptation remains poorly known. Here we show that gene expression diversity could have played a positive role in the adaptation of Miscanthus lutarioriparius. RNA-seq was conducted for 80 individuals of the species, with half planted in the energy crop domestication site and the other half planted in the control site near native habitats. A leaf reference transcriptome consisting of 18,503 high-quality transcripts was obtained using a pipeline developed for de novo assembling with population RNA-seq data. The population structure and genetic diversity of M. lutarioriparius were estimated based on 30,609 genic single nucleotide polymorphisms. Population expression (E-p) and expression diversity (E-d) were defined to measure the average level and the magnitude of variation of a gene expression in the population, respectively. It was found that expression diversity increased while genetic diversity decreased after the species was transplanted from the native habitats to the harsh domestication site, especially for genes involved in abiotic stress resistance, histone methylation, and biomass synthesis under water limitation. The increased expression diversity could have enriched phenotypic variation directly subject to selections in the new environment.
引用
收藏
页码:284 / 299
页数:16
相关论文
共 88 条
[11]   Plant glutathione transferases [J].
Dixon, David P. ;
Lapthorn, Adrian ;
Edwards, Robert .
GENOME BIOLOGY, 2002, 3 (03)
[12]  
Emrich SJ, 2007, GENETICS, V175, P429, DOI 10.1534/genetics.106.064006
[13]   Chromosomal regions containing high-density and ambiguously mapped putative single nucleotide polymorphisms (SNPs) correlate with segmental duplications in the human genome [J].
Estivill, X ;
Cheung, J ;
Pujana, MA ;
Nakabayashi, K ;
Scherer, SW ;
Tsui, LC .
HUMAN MOLECULAR GENETICS, 2002, 11 (17) :1987-1995
[14]   Inference of population structure using multilocus genotype data: dominant markers and null alleles [J].
Falush, Daniel ;
Stephens, Matthew ;
Pritchard, Jonathan K. .
MOLECULAR ECOLOGY NOTES, 2007, 7 (04) :574-578
[15]   Gene expression drives local adaptation in humans [J].
Fraser, Hunter B. .
GENOME RESEARCH, 2013, 23 (07) :1089-1096
[16]   Evidence for widespread adaptive evolution of gene expression in budding yeast [J].
Fraser, Hunter B. ;
Moses, Alan M. ;
Schadt, Eric E. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (07) :2977-2982
[17]   Multiple reference genomes and transcriptomes for Arabidopsis thaliana [J].
Gan, Xiangchao ;
Stegle, Oliver ;
Behr, Jonas ;
Steffen, Joshua G. ;
Drewe, Philipp ;
Hildebrand, Katie L. ;
Lyngsoe, Rune ;
Schultheiss, Sebastian J. ;
Osborne, Edward J. ;
Sreedharan, Vipin T. ;
Kahles, Andre ;
Bohnert, Regina ;
Jean, Geraldine ;
Derwent, Paul ;
Kersey, Paul ;
Belfield, Eric J. ;
Harberd, Nicholas P. ;
Kemen, Eric ;
Toomajian, Christopher ;
Kover, Paula X. ;
Clark, Richard M. ;
Raetsch, Gunnar ;
Mott, Richard .
NATURE, 2011, 477 (7365) :419-423
[18]   Genome-Wide Survey and Expression Analysis Suggest Diverse Roles of Glutaredoxin Gene Family Members During Development and Response to Various Stimuli in Rice [J].
Garg, Rohini ;
Jhanwar, Shalu ;
Tyagi, Akhilesh K. ;
Jain, Mukesh .
DNA RESEARCH, 2010, 17 (06) :353-367
[19]   The environmental contribution to gene expression profiles [J].
Gibson, Greg .
NATURE REVIEWS GENETICS, 2008, 9 (08) :575-581
[20]   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