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针对冠状动脉疾病位点的增强子靶向CRISPR筛选揭示了疾病风险的共同机制。

Enhancer-targeting CRISPR screens at coronary artery disease loci suggest shared mechanisms of disease risk.

作者信息

Ramste Markus, Weldy Chad, Kundu Soumya, Zhao Quanyi, Li Daniel, Brand Kayla, Sharma Disha, Ramste Amanda, Jagoda Evelyn, Ray Judhajeet, Caceres Roxanne Diaz, Galante James, Gschwind Andreas R, Lahtinen Nuutti, Nguyen Trieu, Amrute Junedh M, Park Chong Yong, Kim Juyong Brian, Kaikkonen Minna U, Stitziel Nathan O, Steinmetz Lars, Kundaje Anshul, Engreitz Jesse M, Quertermous Thomas

机构信息

Division of Cardiovascular Medicine, Stanford, CA; 94305.

Wihuri Research Institute, University of Helsinki, Washington University School of Medicine, Saint Louis, MO, 63110.

出版信息

medRxiv. 2025 Sep 2:2025.08.28.25334684. doi: 10.1101/2025.08.28.25334684.

Abstract

To systematically identify causal genetic mechanisms that confer risk for coronary artery disease (CAD) in GWAS loci, we mapped genome-wide variant-to-enhancer-to-gene (V2E2G) links in vascular smooth muscle cells (SMC). Enhancers identified by active chromatin features, and further prioritized by base-resolution deep learning models of chromatin accessibility in 108 CAD loci, were studied with CRISPRi targeting and Direct-Capture Targeted Perturb-seq (DC-TAP-seq) evaluation of 470 genes. Seventy-six V2E2G links were identified for 59 candidate CAD genes representing gene programs including epithelial-mesenchymal transformation, ubiquitination, and protein folding as well as BMP and TGFB signaling. Similar methods employed with an independent focused screen targeting one candidate locus at 9p21.3 identified 10 enhancers regulating expression of multiple genes at this location. Detailed molecular studies revealed that two enhancers mediating transcription factor binding and transcriptional regulation contribute to ancestry-specific and sex-specific risk for CAD and the surrogate biomarker vascular calcification. Together, these studies advance our identification of GWAS CAD V2E2G links across the genome, and specific mechanisms of risk at the complex 9p21.3 locus.

摘要

为了系统地确定在全基因组关联研究(GWAS)位点上赋予冠状动脉疾病(CAD)风险的因果遗传机制,我们绘制了血管平滑肌细胞(SMC)中全基因组范围内的变异体-增强子-基因(V2E2G)联系图谱。通过活性染色质特征鉴定出的增强子,并通过108个CAD位点的染色质可及性的碱基分辨率深度学习模型进一步优先排序,使用CRISPRi靶向和对470个基因的直接捕获靶向扰动测序(DC-TAP-seq)评估进行研究。为59个候选CAD基因鉴定出76个V2E2G联系,这些基因代表包括上皮-间充质转化、泛素化和蛋白质折叠以及BMP和TGFB信号传导在内的基因程序。在针对9p21.3处一个候选位点的独立聚焦筛选中采用类似方法,鉴定出10个在此位置调节多个基因表达的增强子。详细的分子研究表明,介导转录因子结合和转录调控的两个增强子导致CAD和替代生物标志物血管钙化的祖先特异性和性别特异性风险。总之,这些研究推进了我们对全基因组范围内GWAS CAD V2E2G联系的鉴定,以及复杂的9p21.3位点的特定风险机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d214/12424881/7dd32172da8d/nihpp-2025.08.28.25334684v1-f0001.jpg

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