Landscape of allele-specific transcription factor binding in the human genome

被引:53
|
作者
Abramov, Sergey [1 ,2 ,3 ]
Boytsov, Alexandr [1 ,2 ,3 ]
Bykova, Daria [4 ]
Penzar, Dmitry D. [1 ,2 ,3 ,4 ]
Yevshin, Ivan [5 ,6 ,7 ]
Kolmykov, Semyon K. [5 ,6 ,7 ]
Fridman, Marina, V [2 ]
Favorov, Alexander, V [2 ,8 ]
Vorontsov, Ilya E. [1 ,2 ]
Baulin, Eugene [3 ,9 ]
Kolpakov, Fedor [5 ,6 ,7 ]
Makeev, Vsevolod J. [2 ,3 ,10 ,11 ]
Kulakovskiy, Ivan, V [1 ,2 ,11 ]
机构
[1] Russian Acad Sci, Inst Prot Res, Pushchino, Russia
[2] Russian Acad Sci, Vavilov Inst Gen Genet, Moscow, Russia
[3] Moscow Inst Phys & Technol, Dolgoprudnyi, Russia
[4] Lomonosov Moscow State Univ, Fac Bioengn & Bioinformat, Moscow, Russia
[5] Fed Res Ctr Informat & Computat Technol, Novosibirsk, Russia
[6] Sirius Univ Sci & Technol, Soci, Russia
[7] BIOSOFTRU LLC, Novosibirsk, Russia
[8] Johns Hopkins Univ, Sch Med, Baltimore, MD USA
[9] Russian Acad Sci, Inst Math Problems Biol RAS, Branch Keldysh, Inst Appl Math, Pushchino, Russia
[10] Kurchatov Inst, Natl Res Ctr, State Res Inst Genet & Select Ind Microorganisms, Moscow, Russia
[11] Russian Acad Sci, Engelhardt Inst Mol Biol, Moscow, Russia
基金
俄罗斯科学基金会;
关键词
VARIANTS; IDENTIFICATION; DATABASE; EXPRESSION; DISEASE; SNPS;
D O I
10.1038/s41467-021-23007-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Sequence variants in gene regulatory regions alter gene expression and contribute to phenotypes of individual cells and the whole organism, including disease susceptibility and progression. Single-nucleotide variants in enhancers or promoters may affect gene transcription by altering transcription factor binding sites. Differential transcription factor binding in heterozygous genomic loci provides a natural source of information on such regulatory variants. We present a novel approach to call the allele-specific transcription factor binding events at single-nucleotide variants in ChIP-Seq data, taking into account the joint contribution of aneuploidy and local copy number variation, that is estimated directly from variant calls. We have conducted a meta-analysis of more than 7 thousand ChIP-Seq experiments and assembled the database of allele-specific binding events listing more than half a million entries at nearly 270 thousand single-nucleotide polymorphisms for several hundred human transcription factors and cell types. These polymorphisms are enriched for associations with phenotypes of medical relevance and often overlap eQTLs, making candidates for causality by linking variants with molecular mechanisms. Specifically, there is a special class of switching sites, where different transcription factors preferably bind alternative alleles, thus revealing allele-specific rewiring of molecular circuitry. Single-nucleotide variants in enhancers or promoters may affect gene transcription by altering transcription factor binding sites. Here the authors present a meta-analysis empowered by a new statistical method covering thousands of ChIP-Seq experiments resulting in the identification of more than 500 thousand allele-specific binding (ASB) events in the human genome.
引用
收藏
页数:15
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