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慢性阻塞性肺疾病与结直肠癌发生的相互作用:通过全面的多组学分析揭示脂肪酸的介导作用。

Interplay of chronic obstructive pulmonary disease and colorectal cancer development: unravelling the mediating role of fatty acids through a comprehensive multi-omics analysis.

机构信息

The First Clinical Medical School, Guangzhou Medical University, Guangzhou, China.

Nanshan School, Guangzhou Medical University, Guangzhou, China.

出版信息

J Transl Med. 2023 Sep 1;21(1):587. doi: 10.1186/s12967-023-04278-1.

Abstract

BACKGROUND

Chronic obstructive pulmonary disease (COPD) patients often exhibit gastrointestinal symptoms, A potential association between COPD and Colorectal Cancer (CRC) has been indicated, warranting further examination.

METHODS

In this study, we collected COPD and CRC data from the National Health and Nutrition Examination Survey, genome-wide association studies, and RNA sequence for a comprehensive analysis. We used weighted logistic regression to explore the association between COPD and CRC incidence risk. Mendelian randomization analysis was performed to assess the causal relationship between COPD and CRC, and cross-phenotype meta-analysis was conducted to pinpoint crucial loci. Multivariable mendelian randomization was used to uncover mediating factors connecting the two diseases. Our results were validated using both NHANES and GEO databases.

RESULTS

In our analysis of the NHANES dataset, we identified COPD as a significant contributing factor to CRC development. MR analysis revealed that COPD increased the risk of CRC onset and progression (OR: 1.16, 95% CI 1.01-1.36). Cross-phenotype meta-analysis identified four critical genes associated with both CRC and COPD. Multivariable Mendelian randomization suggested body fat percentage, omega-3, omega-6, and the omega-3 to omega-6 ratio as potential mediating factors for both diseases, a finding consistent with the NHANES dataset. Further, the interrelation between fatty acid-related modules in COPD and CRC was demonstrated via weighted gene co-expression network analysis and Kyoto Encyclopedia of Genes and Genomes enrichment results using RNA expression data.

CONCLUSIONS

This study provides novel insights into the interplay between COPD and CRC, highlighting the potential impact of COPD on the development of CRC. The identification of shared genes and mediating factors related to fatty acid metabolism deepens our understanding of the underlying mechanisms connecting these two diseases.

摘要

背景

慢性阻塞性肺疾病(COPD)患者常伴有胃肠道症状,COPD 与结直肠癌(CRC)之间存在潜在关联,值得进一步研究。

方法

本研究从国家健康与营养调查、全基因组关联研究和 RNA 测序中收集 COPD 和 CRC 数据,进行综合分析。采用加权逻辑回归探讨 COPD 与 CRC 发病风险的关系。采用孟德尔随机化分析评估 COPD 与 CRC 之间的因果关系,并进行跨表型荟萃分析以确定关键基因座。采用多变量孟德尔随机化分析揭示连接两种疾病的中介因素。采用 NHANES 和 GEO 数据库对结果进行验证。

结果

在对 NHANES 数据集的分析中,我们发现 COPD 是 CRC 发展的重要因素。MR 分析显示 COPD 增加了 CRC 发病和进展的风险(OR:1.16,95%CI 1.01-1.36)。跨表型荟萃分析确定了与 CRC 和 COPD 相关的四个关键基因。多变量孟德尔随机化分析提示体脂百分比、ω-3、ω-6 以及 ω-3 与 ω-6 的比值可能是两种疾病的中介因素,这与 NHANES 数据集的结果一致。此外,通过 COPD 和 CRC 中与脂肪酸相关的模块的加权基因共表达网络分析和京都基因与基因组百科全书(KEGG)富集结果显示,COPD 和 CRC 之间的脂肪酸相关模块存在相互关系。

结论

本研究为 COPD 和 CRC 之间的相互作用提供了新的见解,强调了 COPD 对 CRC 发展的潜在影响。确定与脂肪酸代谢相关的共享基因和中介因素,加深了我们对连接这两种疾病的潜在机制的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/96bd/10474711/438c2f303ed7/12967_2023_4278_Fig1_HTML.jpg

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