Integrating whole-genome sequencing with multi-omic data reveals the impact of structural variants on gene regulation in the human brain

被引:33
作者
Vialle, Ricardo A. [1 ,2 ,3 ,4 ,5 ,6 ,7 ]
Lopes, Katia de Paiva [1 ,2 ,3 ,4 ,5 ,6 ,7 ]
Bennett, David A. [7 ]
Crary, John F. [1 ,2 ,3 ,8 ]
Raj, Towfique [1 ,2 ,3 ,4 ,5 ,6 ]
机构
[1] Icahn Sch Med Mt Sinai, Nash Family Dept Neurosci, New York, NY 10029 USA
[2] Icahn Sch Med Mt Sinai, Friedman Brain Inst, New York, NY 10029 USA
[3] Icahn Sch Med Mt Sinai, Ronald M Loeb Ctr Alzheimers Dis, New York, NY 10029 USA
[4] Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
[5] Icahn Sch Med Mt Sinai, Inst Data Sci & Genom Technol, New York, NY 10029 USA
[6] Icahn Sch Med Mt Sinai, Estelle & Daniel Maggin Dept Neurol, New York, NY 10029 USA
[7] Rush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
[8] Icahn Sch Med Mt Sinai, Dept Pathol, New York, NY 10029 USA
基金
美国国家卫生研究院;
关键词
COMMON VARIANTS; RISK; DISCOVERY; RNA; IDENTIFICATION; TRANSCRIPTOME; METAANALYSIS; EXPRESSION; INSIGHTS; ELEMENTS;
D O I
10.1038/s41593-022-01031-7
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Structural variants (SVs), which are genomic rearrangements of more than 50 base pairs, are an important source of genetic diversity and have been linked to many diseases. However, it remains unclear how they modulate human brain function and disease risk. Here we report 170,996 SVs discovered using 1,760 short-read whole genomes from aged adults and individuals with Alzheimer's disease. By applying quantitative trait locus (SV-xQTL) analyses, we quantified the impact of cis-acting SVs on histone modifications, gene expression, splicing and protein abundance in postmortem brain tissues. More than 3,200 SVs were associated with at least one molecular phenotype. We found reproducibility of 65-99% SV-eQTLs across cohorts and brain regions. SV associations with mRNA and proteins shared the same direction of effect in more than 87% of SV-gene pairs. Mediation analysis showed similar to 8% of SV-eQTLs mediated by histone acetylation and similar to 11% by splicing. Additionally, associations of SVs with progressive supranuclear palsy identified previously known and novel SVs.
引用
收藏
页码:504 / +
页数:29
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