Large-Scale Profiling Reveals the Influence of Genetic Variation on Gene Expression in Human Induced Pluripotent Stem Cells

被引:109
|
作者
DeBoever, Christopher [1 ]
Li, He [2 ]
Jakubosky, David [3 ,4 ]
Benaglio, Paola
Reyna, Joaquin [2 ]
Olson, Katrina M. [5 ,6 ]
Huang, Hui [3 ,7 ]
Biggs, William [8 ]
Sandoval, Efren [8 ]
D'Antonio, Matteo [2 ]
Jepsen, Kristen [2 ]
Matsui, Hiroko [2 ]
Arias, Angelo [9 ,10 ]
Ren, Bing [2 ,7 ,11 ]
Nariai, Naoki [9 ,10 ]
Smith, Erin N. [9 ,10 ]
D'Antonio-Chronowska, Agnieszka [2 ]
Farley, Emma K. [5 ,6 ]
Frazer, Kelly A. [2 ,9 ,10 ]
机构
[1] Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Inst Genom Med, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Biomed Sci Grad Program, La Jolla, CA 92093 USA
[4] Univ Calif San Diego, Dept Biomed Informat, La Jolla, CA 92093 USA
[5] Univ Calif San Diego, Dept Med, Div Cardiol, La Jolla, CA 92093 USA
[6] Univ Calif San Diego, Div Biol Sci, Mol Biol Sect, La Jolla, CA 92093 USA
[7] Ludwig Inst Canc Res, La Jolla, CA 92093 USA
[8] Human Longev, San Diego, CA 92121 USA
[9] Univ Calif San Diego, Dept Pediat, La Jolla, CA 92093 USA
[10] Univ Calif San Diego, Rady Childrens Hosp, La Jolla, CA 92093 USA
[11] Univ Calif San Diego, Dept Cellular & Mol Med, La Jolla, CA 92093 USA
基金
瑞士国家科学基金会;
关键词
RNA-SEQ DATA; COPY NUMBER VARIATION; X-CHROMOSOME; GENOME ANALYSIS; RARE VARIANTS; FRAMEWORK; TRANSCRIPTOME; ANNOTATION; IMPACT; IDENTIFICATION;
D O I
10.1016/j.stem.2017.03.009
中图分类号
Q813 [细胞工程];
学科分类号
摘要
In this study, we used whole-genome sequencing and gene expression profiling of 215 human induced pluripotent stem cell (iPSC) lines from different donors to identify genetic variants associated with RNA expression for 5,746 genes. We were able to predict causal variants for these expression quantitative trait loci (eQTLs) that disrupt transcription factor binding and validated a subset of them experimentally. We also identified copy-number variant (CNV) eQTLs, including some that appear to affect gene expression by altering the copy number of intergenic regulatory regions. In addition, we were able to identify effects on gene expression of rare genic CNVs and regulatory single-nucleotide variants and found that reactivation of gene expression on the X chromosome depends on gene chromosomal position. Our work highlights the value of iPSCs for genetic association analyses and provides a unique resource for investigating the genetic regulation of gene expression in pluripotent cells.
引用
收藏
页码:533 / +
页数:21
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