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利用 UK Biobank 中 1463 种循环蛋白的前瞻性和外显子分析,鉴定癌症的蛋白质组学风险因素,并研究其与 19 种癌症的风险关系。

Identifying proteomic risk factors for cancer using prospective and exome analyses of 1463 circulating proteins and risk of 19 cancers in the UK Biobank.

机构信息

Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, UK.

Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK.

出版信息

Nat Commun. 2024 May 15;15(1):4010. doi: 10.1038/s41467-024-48017-6.

Abstract

The availability of protein measurements and whole exome sequence data in the UK Biobank enables investigation of potential observational and genetic protein-cancer risk associations. We investigated associations of 1463 plasma proteins with incidence of 19 cancers and 9 cancer subsites in UK Biobank participants (average 12 years follow-up). Emerging protein-cancer associations were further explored using two genetic approaches, cis-pQTL and exome-wide protein genetic scores (exGS). We identify 618 protein-cancer associations, of which 107 persist for cases diagnosed more than seven years after blood draw, 29 of 618 were associated in genetic analyses, and four had support from long time-to-diagnosis ( > 7 years) and both cis-pQTL and exGS analyses: CD74 and TNFRSF1B with NHL, ADAM8 with leukemia, and SFTPA2 with lung cancer. We present multiple blood protein-cancer risk associations, including many detectable more than seven years before cancer diagnosis and that had concordant evidence from genetic analyses, suggesting a possible role in cancer development.

摘要

在英国生物库中提供蛋白质测量和全外显子序列数据,使我们能够研究潜在的观察性和遗传蛋白质-癌症风险关联。我们在英国生物库参与者中(平均随访 12 年)调查了 1463 种血浆蛋白与 19 种癌症和 9 种癌症亚部位的发病风险之间的关联。我们使用两种遗传方法,顺式-pQTL 和外显子组范围的蛋白质遗传评分(exGS)进一步探索了新兴的蛋白质-癌症关联。我们确定了 618 种蛋白质-癌症关联,其中 107 种在采血后超过 7 年诊断的病例中仍然存在,29/618 种在遗传分析中相关,4 种具有长诊断时间(>7 年)和顺式-pQTL 以及 exGS 分析的支持:CD74 和 TNFRSF1B 与 NHL,ADAM8 与白血病,SFTPA2 与肺癌。我们提出了多种血液蛋白质-癌症风险关联,包括许多在癌症诊断前 7 年以上即可检测到的关联,并且遗传分析也提供了一致的证据,表明它们可能在癌症发展中发挥作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/99fe/11096312/33a310d8d560/41467_2024_48017_Fig1_HTML.jpg

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