Using genetics and proteomics data to identify proteins causally related to COVID-19, healthspan and lifespan: a Mendelian randomization study

Jie V Zhao, M. Yao, Zhonghua Liu
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Abstract

Background: COVID-19 pandemic poses a heavy burden on public health and accounts for substantial mortality and morbidity. Proteins are building blocks of life, but specific proteins causally related to COVID-19, healthspan and lifespan have not been systematically examined. Methods: We conducted a Mendelian randomization study to assess the effects of 1,361 plasma proteins on COVID-19, healthspan and lifespan, using large GWAS of severe COVID-19 (up to 13,769 cases and 1,072,442 controls), COVID-19 hospitalization (32,519 cases and 2,062,805 controls) and SARS-COV2 infection (122,616 cases and 2,475,240 controls), healthspan (n = 300,477) and parental lifespan (~0.8 million of European ancestry). Results: We identified 35, 43, and 63 proteins for severe COVID, COVID-19 hospitalization, and SARS-COV2 infection, and 4, 32, and 19 proteins for healthspan, father’s attained age, and mother’s attained age. In addition to some proteins reported previously, such as SFTPD related to severe COVID-19, we identified novel proteins involved in inflammation and immunity (such as ICAM-2 and ICAM-5 which affect COVID-19 risk, CXCL9, HLA-DRA and LILRB4 for healthspan and lifespan), apoptosis (such as FGFR2 and ERBB4 which affect COVID-19 risk and FOXO3 which affect lifespan) and metabolism (such as PCSK9 which lowers lifespan). We found 2, 2 and 3 proteins shared between COVID-19 and healthspan/lifespan, such as CXADR and LEFTY2, shared between severe COVID-19 and healthspan/lifespan. Three proteins affecting COVID-19 and seven proteins affecting healthspan/lifespan are targeted by existing drugs. Conclusions: Our study provided novel insights into protein targets affecting COVID-19, healthspan and lifespan, with implications for developing new treatment and drug repurposing.
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利用遗传学和蛋白质组学数据识别与 COVID-19、健康寿命和寿命有因果关系的蛋白质:孟德尔随机研究
背景:COVID-19 大流行给公共卫生带来了沉重负担,造成了大量死亡和发病。蛋白质是生命的组成部分,但与 COVID-19、健康寿命和寿命有因果关系的特定蛋白质尚未得到系统研究。研究方法我们进行了一项孟德尔随机化研究,利用严重 COVID-19 的大型 GWAS(多达 13,769 例病例和 1,072,442 例对照),评估了 1,361 种血浆蛋白对 COVID-19、健康寿命和寿命的影响、072,442 例对照)、COVID-19 住院(32,519 例病例和 2,062,805 例对照)和 SARS-COV2 感染(122,616 例病例和 2,475,240 例对照)、健康寿命(n = 300,477 )和父母寿命(约 0.欧洲血统的约 800 万人)。结果:我们分别发现了35、43和63个与严重COVID、COVID-19住院治疗和SARS-COV2感染有关的蛋白质,以及4、32和19个与健康寿命、父亲达到的年龄和母亲达到的年龄有关的蛋白质。除了以前报道过的一些蛋白质,如与严重COVID-19相关的SFTPD外,我们还发现了涉及炎症和免疫(如影响COVID-19风险的ICAM-2和ICAM-5,影响健康寿命和寿命的CXCL9、HLA-DRA和LILRB4)、细胞凋亡(如影响COVID-19风险的FGFR2和ERBB4,影响寿命的FOXO3)和新陈代谢(如降低寿命的PCSK9)的新蛋白质。我们发现,COVID-19 和健康寿命/寿命之间有 2、2 和 3 个共享蛋白质,如严重 COVID-19 和健康寿命/寿命之间共享的 CXADR 和 LEFTY2。影响 COVID-19 的 3 个蛋白质和影响健康寿命的 7 个蛋白质是现有药物的靶点。结论:我们的研究为影响 COVID-19、健康寿命和寿命的蛋白质靶点提供了新的见解,对开发新的治疗方法和药物再利用具有重要意义。
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