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系统药物基因组全基因组孟德尔随机化鉴定肺癌治疗靶点。

Systematic druggable genome-wide Mendelian randomization identifies therapeutic targets for lung cancer.

机构信息

Department of Hematology and Oncology, the First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, Henan Province, China.

The First Clinical Medical College of Henan University of Chinese Medicine, Zhengzhou, Henan Province, China.

出版信息

BMC Cancer. 2024 Jun 4;24(1):680. doi: 10.1186/s12885-024-12449-6.

Abstract

BACKGROUND

Drug repurposing provides a cost-effective approach to address the need for lung cancer prevention and therapeutics. We aimed to identify actionable druggable targets using Mendelian randomization (MR).

METHODS

Summary-level data of gene expression quantitative trait loci (eQTLs) were sourced from the eQTLGen resource. We procured genetic associations with lung cancer and its subtypes from the TRICL, ILCCO studies (discovery) and the FinnGen study (replication). We implemented Summary-data-based Mendelian Randomization analysis to identify potential therapeutic targets for lung cancer. Colocalization analysis was further conducted to assess whether the identified signal pairs shared a causal genetic variant.

FINDINGS

In the main analysis dataset, we identified 55 genes that demonstrate a causal relationship with lung cancer and its subtypes. However, in the replication cohort, only three genes were found to have such a causal association with lung cancer and its subtypes, and of these, HYKK (also known as AGPHD1) was consistently present in both the primary analysis dataset and the replication cohort. Following HEIDI tests and colocalization analyses, it was revealed that HYKK (AGPHD1) is associated with an increased risk of squamous cell carcinoma of the lung, with an odds ratio and confidence interval of OR = 1.28,95%CI = 1.24 to 1.33.

INTERPRETATION

We have found that the HYKK (AGPHD1) gene is associated with an increased risk of squamous cell carcinoma of the lung, suggesting that this gene may represent a potential therapeutic target for both the prevention and treatment of lung squamous cell carcinoma.

摘要

背景

药物再利用为解决肺癌预防和治疗的需求提供了一种具有成本效益的方法。我们旨在使用孟德尔随机化(MR)来确定可操作的可药物治疗的靶点。

方法

从 eQTLGen 资源中获取基因表达数量性状基因座(eQTLs)的汇总水平数据。我们从 TRICL、ILCCO 研究(发现)和 FinnGen 研究(复制)中获取了与肺癌及其亚型相关的遗传关联。我们实施了基于汇总数据的孟德尔随机化分析,以确定肺癌的潜在治疗靶点。进一步进行共定位分析,以评估鉴定的信号对是否共享因果遗传变异。

结果

在主要分析数据集,我们确定了 55 个与肺癌及其亚型具有因果关系的基因。然而,在复制队列中,仅发现三个基因与肺癌及其亚型具有这种因果关联,其中 HYKK(也称为 AGPHD1)在主要分析数据集和复制队列中均存在。经过 HEIDI 测试和共定位分析,发现 HYKK(AGPHD1)与肺鳞癌的风险增加相关,其优势比和置信区间为 OR=1.28,95%CI=1.24 至 1.33。

解释

我们发现 HYKK(AGPHD1)基因与肺鳞癌的风险增加相关,这表明该基因可能是肺鳞癌预防和治疗的潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/08c2/11151555/8e83ac439869/12885_2024_12449_Fig1_HTML.jpg

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