Division of Epidemiology and Community Health, University of Minnesota, Minneapolis, MN 55455, USA.
Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY 10032, USA.
Hum Mol Genet. 2022 Jul 21;31(14):2452-2461. doi: 10.1093/hmg/ddac024.
Genome-wide association studies have identified six genetic variants associated with severe COVID-19, yet the mechanisms through which they may affect disease remains unclear. We investigated proteomic signatures related to COVID-19 risk variants rs657152 (ABO), rs10735079 (OAS1/OAS2/OAS3), rs2109069 (DPP9), rs74956615 (TYK2), rs2236757 (IFNAR2) and rs11385942 (SLC6A20/LZTFL1/CCR9/FYCO1/CXCR6/XCR1) as well as their corresponding downstream pathways that may promote severe COVID-19 in risk allele carriers and their potential relevancies to other infection outcomes.
A DNA aptamer-based array measured 4870 plasma proteins among 11 471 participants. Linear regression estimated associations between the COVID-19 risk variants and proteins with correction for multiple comparisons, and canonical pathway analysis was conducted. Cox regression assessed associations between proteins identified in the main analysis and risk of incident hospitalized respiratory infections (2570 events) over a 20.7-year follow-up.
The ABO variant rs657152 was associated with 84 proteins in 7241 white participants with 24 replicated in 1671 Black participants. The TYK2 variant rs74956615 was associated with ICAM-1 and -5 in white participants with ICAM-5 replicated in Black participants. Of the 84 proteins identified in the main analysis, seven were significantly associated with incident hospitalized respiratory infections including Ephrin type-A receptor 4 (hazard ratio (HR): 0.87; P = 2.3 × 10-11) and von Willebrand factor type A (HR: 1.17; P = 1.6x10-13).
Novel proteomics signatures and pathways for COVID-19-related risk variants TYK2 and ABO were identified. A subset of these proteins predicted greater risk of incident hospitalized pneumonia and respiratory infections. Further studies to examine these proteins in COVID-19 patients are warranted.
全基因组关联研究已经确定了与严重 COVID-19 相关的六个遗传变异,但它们影响疾病的机制尚不清楚。我们研究了与 COVID-19 风险变异 rs657152(ABO)、rs10735079(OAS1/OAS2/OAS3)、rs2109069(DPP9)、rs74956615(TYK2)、rs2236757(IFNAR2)和 rs11385942(SLC6A20/LZTFL1/CCR9/FYCO1/CXCR6/XCR1)相关的蛋白质组学特征以及它们可能促进风险等位基因携带者发生严重 COVID-19 的下游途径,以及它们与其他感染结果的潜在相关性。
基于 DNA 适体的阵列在 11471 名参与者中测量了 4870 种血浆蛋白。线性回归估计了 COVID-19 风险变异与经过多次比较校正后的蛋白质之间的关联,并进行了经典途径分析。Cox 回归评估了在 20.7 年的随访中,主要分析中确定的蛋白质与发生住院呼吸道感染(2570 例事件)的风险之间的关联。
ABO 变体 rs657152 与 7241 名白人参与者中的 84 种蛋白质相关,其中 24 种在 1671 名黑人参与者中得到复制。TYK2 变体 rs74956615 与白人参与者中的 ICAM-1 和 -5 相关,而 ICAM-5 在黑人参与者中得到复制。在主要分析中确定的 84 种蛋白质中,有 7 种与住院呼吸道感染的发生显著相关,包括 Ephrin 型-A 受体 4(危险比(HR):0.87;P=2.3×10-11)和血管性血友病因子 A(HR:1.17;P=1.6×10-13)。
确定了与 COVID-19 相关风险变异 TYK2 和 ABO 相关的新型蛋白质组学特征和途径。这些蛋白质中有一部分预测了发生住院肺炎和呼吸道感染的风险更高。进一步研究这些蛋白质在 COVID-19 患者中的作用是必要的。