孟德尔随机化和转录组数据的综合分析显示瘦素与慢性阻塞性肺病之间没有关联。

IF 2.2 4区 医学 Q3 RESPIRATORY SYSTEM
Ao Zhang, Suyan Tian
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引用次数: 0

摘要

作为一种关键的脂肪因子,瘦素在慢性阻塞性肺病(COPD)发病机制中的潜在作用已被广泛研究。然而,尚未得出一致的结论。在这项研究中,我们使用孟德尔随机化(MR)研究和转录组数据分析相结合的综合分析来研究瘦素与COPD之间的关系。在此,在在线平台MR Base上进行MR分析,并在R Bioconductor软件包的帮助下进行生物信息学分析。综合分析没有发现任何证据支持这两个属性之间的关联。在MR分析中,所有方法都检测到瘦素对COPD的无效因果影响。特别是,当基因预测的瘦素水平增加一个单位时,患COPD的风险估计为0.999(p = 0.943)、0.920(p = 0.516)、1.002(p = 0.885)和1.002(p = 0.906)。此外,在生物信息学分析中,除了一个瘦素相关基因外,没有发现COPD和对照组之间存在差异表达。在先前的观察性研究中观察到的瘦素与COPD之间的关联可能归因于未测量的混杂效应或反向因果关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrative Analyses of Mendelian Randomization and Transcriptomic Data Reveal No Association between Leptin and Chronic Obstructive Pulmonary Disease.

As a key adipokine, leptin has been extensively investigated for its potential role in the pathogenesis of chronic obstructive pulmonary disease (COPD). However, concordant conclusions have not been attained. In this study, we investigated the relationship between leptin and COPD using an integrative analysis that combined a Mendelian randomization (MR) study with transcriptomic data analysis. Here, the MR analysis was performed on the online platform MR-Base, and the bioinformatics analyses were performed with the aid of R Bioconductor packages. No evidence was found by the integrative analysis to support the association of the two attributes. All methods detected a null causal effect of leptin on COPD in the MR analysis. In particular, when the genetically predicted leptin level increased one unit, the risk of developing COPD was estimated as 0.999 (p = 0.943), 0.920 (p = 0.516), 1.002 (p = 0.885), and 1.002 (p = 0.906) by the Inverse Variance Weighted (IVW), MR-Egger, weighted median, and weighted mode method, respectively. Furthermore, no leptin-associated genes except one were identified as being differentially expressed between COPD and control in bioinformatics analysis. The observed association between leptin and COPD in previous observational studies may be attributable to unmeasured confounding effects or reverse causation.

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来源期刊
CiteScore
4.40
自引率
0.00%
发文量
38
审稿时长
6-12 weeks
期刊介绍: From pathophysiology and cell biology to pharmacology and psychosocial impact, COPD: Journal Of Chronic Obstructive Pulmonary Disease publishes a wide range of original research, reviews, case studies, and conference proceedings to promote advances in the pathophysiology, diagnosis, management, and control of lung and airway disease and inflammation - providing a unique forum for the discussion, design, and evaluation of more efficient and effective strategies in patient care.
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