Genetic Regulation of Transcriptional Variation in Natural Arabidopsis thaliana Accessions

被引:18
作者
Zan, Yanjun [1 ,2 ]
Shen, Xia [3 ,4 ,5 ]
Forsberg, Simon K. G. [1 ,2 ]
Carlborg, Orjan [1 ,2 ]
机构
[1] Uppsala Univ, Dept Med Biochem & Microbiol, Box 582, SE-75123 Uppsala, Sweden
[2] Swedish Univ Agr Sci, Div Computat Genet, Dept Clin Sci, SE-75651 Uppsala, Sweden
[3] Univ Edinburgh, Usher Inst Populat Hlth Sci & Informat, Edinburgh EH16 4UX, Midlothian, Scotland
[4] Univ Edinburgh, MRC Inst Genet & Mol Med, MRC Human Genet Unit, Edinburgh EH16 4UX, Midlothian, Scotland
[5] Karolinska Inst, Dept Med Epidemiol & Biostat, SE-17177 Stockholm, Sweden
来源
G3-GENES GENOMES GENETICS | 2016年 / 6卷 / 08期
关键词
eQTL mapping; RNA sequencing; gene expression; Arabidopsis thaliana; structural variation; GENOME-WIDE ASSOCIATION; RNA-SEQ; EXPRESSION; OVEREXPRESSION; ARCHITECTURE; SPECIFICITY; TOLERANCE; EVOLUTION; DELETION; DYNAMICS;
D O I
10.1534/g3.116.030874
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
An increased knowledge of the genetic regulation of expression in Arabidopsis thaliana is likely to provide important insights about the basis of the plant's extensive phenotypic variation. Here, we reanalyzed two publicly available datasets with genome-wide data on genetic and transcript variation in large collections of natural A. thaliana accessions. Transcripts from more than half of all genes were detected in the leaves of all accessions, and from nearly all annotated genes in at least one accession. Thousands of genes had high transcript levels in some accessions, but no transcripts at all in others, and this pattern was correlated with the genome-wide genotype. In total, 2669 eQTL were mapped in the largest population, and 717 of them were replicated in the other population. A total of 646 cis-eQTL-regulated genes that lacked detectable transcripts in some accessions was found, and for 159 of these we identified one, or several, common structural variants in the populations that were shown to be likely contributors to the lack of detectable RNA transcripts for these genes. This study thus provides new insights into the overall genetic regulation of global gene expression diversity in the leaf of natural A. thaliana accessions. Further, it also shows that strong cis-acting polymorphisms, many of which are likely to be structural variations, make important contributions to the transcriptional variation in the worldwide A. thaliana population.
引用
收藏
页码:2319 / 2328
页数:10
相关论文
共 65 条
[51]   Natural CMT2 Variation Is Associated With Genome-Wide Methylation Changes and Temperature Seasonality [J].
Shen, Xia ;
De Jonge, Jennifer ;
Forsberg, Simon K. G. ;
Pettersson, Mats E. ;
Sheng, Zheya ;
Hennig, Lars ;
Carlborg, Orjan .
PLOS GENETICS, 2014, 10 (12)
[52]   Gene-environment interaction in yeast gene expression [J].
Smith, Erin N. ;
Kruglyak, Leonid .
PLOS BIOLOGY, 2008, 6 (04) :810-824
[53]   Discovery of a novel amino acid racemase through exploration of natural variation in Arabidopsis thaliana [J].
Strauch, Renee C. ;
Svedin, Elisabeth ;
Dilkes, Brian ;
Chapple, Clint ;
Li, Xu .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2015, 112 (37) :11726-11731
[54]   A Statistical Framework for eQTL Mapping Using RNA-seq Data [J].
Sun, Wei .
BIOMETRICS, 2012, 68 (01) :1-11
[55]   AtWRKY40 and AtWRKY63 Modulate the Expression of Stress-Responsive Nuclear Genes Encoding Mitochondrial and Chloroplast Proteins [J].
Van Aken, Olivier ;
Zhang, Botao ;
Law, Simon ;
Narsai, Reena ;
Whelan, James .
PLANT PHYSIOLOGY, 2013, 162 (01) :254-271
[56]   Natural variation among Arabidopsis thaliana accessions for transcriptome response to exogenous salicylic acid [J].
van Leeuwen, Hans ;
Kliebenstein, Daniel J. ;
West, Marilyn A. L. ;
Kim, Kyunga ;
van Poecke, Remco ;
Katagiri, Fumiaki ;
Michelmore, Richard W. ;
Doerge, Rebecca W. ;
St.Clair, Dina A. .
PLANT CELL, 2007, 19 (07) :2099-2110
[57]   Cytokinins in the bryophyte Physcomitrella patens:: Analyses of activity, distribution, and cytokinin oxidase/dehydrogenase overexpression reveal the role of extracellular cytokinins [J].
von Schwartzenberg, Klaus ;
Nunez, Marta Fernandez ;
Blaschke, Hanna ;
Dobrev, Petre I. ;
Novak, Ondrej ;
Motyka, Vaclav ;
Strnad, Miroslav .
PLANT PHYSIOLOGY, 2007, 145 (03) :786-800
[58]   Involvement of hydrogen peroxide, calcium, and ethylene in the induction of the alternative pathway in chilling-stressed Arabidopsis callus [J].
Wang, Huahua ;
Huang, Junjun ;
Liang, Xiaolei ;
Bi, Yurong .
PLANTA, 2012, 235 (01) :53-67
[59]   Natural Variation in Arabidopsis: From Molecular Genetics to Ecological Genomics [J].
Weigel, Detlef .
PLANT PHYSIOLOGY, 2012, 158 (01) :2-22
[60]   The 1001 Genomes Project for Arabidopsis thaliana [J].
Weigel, Detlef ;
Mott, Richard .
GENOME BIOLOGY, 2009, 10 (05) :107