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炎症性肠病患者血清蛋白质组学在衰老和遗传因素方面的高通量表征

High-Throughput Characterization of Blood Serum Proteomics of IBD Patients with Respect to Aging and Genetic Factors.

作者信息

Di Narzo Antonio F, Telesco Shannon E, Brodmerkel Carrie, Argmann Carmen, Peters Lauren A, Li Katherine, Kidd Brian, Dudley Joel, Cho Judy, Schadt Eric E, Kasarskis Andrew, Dobrin Radu, Hao Ke

机构信息

Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.

Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America.

出版信息

PLoS Genet. 2017 Jan 27;13(1):e1006565. doi: 10.1371/journal.pgen.1006565. eCollection 2017 Jan.

Abstract

To date, no large scale, systematic description of the blood serum proteome has been performed in inflammatory bowel disease (IBD) patients. By using microarray technology, a more complete description of the blood proteome of IBD patients is feasible. It may help to achieve a better understanding of the disease. We analyzed blood serum profiles of 1128 proteins in IBD patients of European descent (84 Crohn's Disease (CD) subjects and 88 Ulcerative Colitis (UC) subjects) as well as 15 healthy control subjects, and linked protein variability to patient age (all cohorts) and genetic components (genotype data generated from CD patients). We discovered new, previously unreported aging-associated proteomic traits (such as serum Albumin level), confirmed previously reported results from different tissues (i.e., upregulation of APOE with aging), and found loss of regulation of MMP7 in CD patients. In carrying out a genome wide genotype-protein association study (proteomic Quantitative Trait Loci, pQTL) within the CD patients, we identified 41 distinct proteomic traits influenced by cis pQTLs (underlying SNPs are referred to as pSNPs). Significant overlaps between pQTLs and cis eQTLs corresponding to the same gene were observed and in some cases the QTL were related to inflammatory disease susceptibility. Importantly, we discovered that serum protein levels of MST1 (Macrophage Stimulating 1) were regulated by SNP rs3197999 (p = 5.96E-10, FDR<5%), an accepted GWAS locus for IBD. Filling the knowledge gap of molecular mechanisms between GWAS hits and disease susceptibility requires systematically dissecting the impact of the locus at the cell, mRNA expression, and protein levels. The technology and analysis tools that are now available for large-scale molecular studies can elucidate how alterations in the proteome driven by genetic polymorphisms cause or provide protection against disease. Herein, we demonstrated this directly by integrating proteomic and pQTLs with existing GWAS, mRNA expression, and eQTL datasets to provide insights into the biological processes underlying IBD and pinpoint causal genetic variants along with their downstream molecular consequences.

摘要

迄今为止,尚未对炎症性肠病(IBD)患者的血清蛋白质组进行大规模、系统性的描述。通过使用微阵列技术,对IBD患者的血液蛋白质组进行更全面的描述是可行的。这可能有助于更好地理解该疾病。我们分析了欧洲血统的IBD患者(84例克罗恩病(CD)受试者和88例溃疡性结肠炎(UC)受试者)以及15名健康对照受试者的1128种蛋白质的血清谱,并将蛋白质变异性与患者年龄(所有队列)和遗传成分(从CD患者生成的基因型数据)相关联。我们发现了新的、以前未报道的与衰老相关的蛋白质组学特征(如血清白蛋白水平),证实了先前从不同组织报道的结果(即APOE随衰老上调),并发现CD患者中MMP7的调控缺失。在对CD患者进行全基因组基因型-蛋白质关联研究(蛋白质组定量性状位点,pQTL)时,我们确定了41种受顺式pQTL影响的不同蛋白质组学特征(潜在的单核苷酸多态性称为pSNP)。观察到pQTL与对应同一基因的顺式eQTL之间存在显著重叠,在某些情况下,这些QTL与炎症性疾病易感性相关。重要的是,我们发现巨噬细胞刺激因子1(MST1)的血清蛋白水平受单核苷酸多态性rs3197999调控(p = 5.96E-10,FDR<5%),这是一个已被认可的IBD全基因组关联研究(GWAS)位点。填补GWAS命中与疾病易感性之间分子机制的知识空白需要系统地剖析该位点在细胞、mRNA表达和蛋白质水平上的影响。目前可用于大规模分子研究的技术和分析工具能够阐明由基因多态性驱动的蛋白质组改变如何导致疾病或提供疾病保护。在此,我们通过将蛋白质组学和pQTL与现有的GWAS、mRNA表达和eQTL数据集整合,直接证明了这一点,以深入了解IBD潜在的生物学过程,并确定因果遗传变异及其下游分子后果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/09b4/5271178/2f1991b5ef3b/pgen.1006565.g001.jpg

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