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孟德尔随机化和转录组分析揭示了阿尔茨海默病和癌症之间的反向因果关系。

Mendelian randomization and transcriptomic analysis reveal an inverse causal relationship between Alzheimer's disease and cancer.

机构信息

Biomedical Informatics Research Lab, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, 211198, China.

Cancer Genomics Research Center, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, 211198, China.

出版信息

J Transl Med. 2023 Aug 4;21(1):527. doi: 10.1186/s12967-023-04357-3.

Abstract

BACKGROUND

Alzheimer's disease (AD) and cancer are common age-related diseases, and epidemiological evidence suggests an inverse relationship between them. However, investigating the potential mechanism underlying their relationship remains insufficient.

METHODS

Based on genome-wide association summary statistics for 42,034 AD patients and 609,951 cancer patients from the GWAS Catalog using the two-sample Mendelian randomization (MR) method. Moreover, we utilized two-step MR to identify metabolites mediating between AD and cancer. Furthermore, we employed colocalization analysis to identify genes whose upregulation is a risk factor for AD and demonstrated the genes' upregulation to be a favorable prognostic factor for cancer by analyzing transcriptomic data for 33 TCGA cancer types.

RESULTS

Two-sample MR analysis revealed a significant causal influence for increased AD risk on reduced cancer risk. Two-step MR analysis identified very low-density lipoprotein (VLDL) as a key mediator of the negative cause-effect relationship between AD and cancer. Colocalization analysis uncovered PVRIG upregulation to be a risk factor for AD. Transcriptomic analysis showed that PVRIG expression had significant negative correlations with stemness scores, and positive correlations with antitumor immune responses and overall survival in pan-cancer and multiple cancer types.

CONCLUSION

AD may result in lower cancer risk. VLDL is a significant intermediate variable linking AD with cancer. PVRIG abundance is a risk factor for AD but a protective factor for cancer. This study demonstrates a causal influence for AD on cancer and provides potential molecular connections between both diseases.

摘要

背景

阿尔茨海默病(AD)和癌症是常见的与年龄相关的疾病,流行病学证据表明它们之间呈负相关。然而,对它们之间关系的潜在机制的研究仍然不足。

方法

利用GWAS 目录中 42034 名 AD 患者和 609951 名癌症患者的全基因组关联汇总统计数据,采用两样本 Mendelian 随机化(MR)方法。此外,我们还利用两步 MR 来识别 AD 和癌症之间的中介代谢物。此外,我们还通过分析 33 种 TCGA 癌症类型的转录组数据,利用共定位分析来识别上调是 AD 风险因素的基因,并证明这些基因的上调是癌症的有利预后因素。

结果

两样本 MR 分析表明,AD 风险增加与癌症风险降低之间存在显著的因果关系。两步 MR 分析确定极低密度脂蛋白(VLDL)是 AD 和癌症之间负因果关系的关键中介物。共定位分析发现 PVRIG 上调是 AD 的一个风险因素。转录组分析表明,PVRIG 表达与干性评分呈显著负相关,与泛癌和多种癌症类型中的抗肿瘤免疫反应和总体生存呈正相关。

结论

AD 可能导致癌症风险降低。VLDL 是 AD 与癌症之间的重要中间变量。PVRIG 丰度是 AD 的风险因素,但对癌症是保护因素。本研究表明 AD 对癌症有因果影响,并为这两种疾病之间提供了潜在的分子联系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/31f0/10403895/59fd3db6dada/12967_2023_4357_Fig1_HTML.jpg

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