血浆蛋白质组分析鉴定非小细胞肺癌的生物标志物和潜在药物靶点。

IF 3.2 3区 医学 Q1 MEDICINE, GENERAL & INTERNAL
International Journal of Medical Sciences Pub Date : 2025-09-12 eCollection Date: 2025-01-01 DOI:10.7150/ijms.107109
Minghui Zhao, Xiaoke Di, Yucui Zhao
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引用次数: 0

摘要

非小细胞肺癌(Non-small cell lung cancer, NSCLC)作为全球诊断最常见的癌症之一,需要加快新药靶点的鉴定。我们利用4853种血浆蛋白的遗传数据进行了蛋白质组范围的MR。从GWAS荟萃分析(分别为11,273例和7,426例)和FinnGen队列(分别为1,590例和1,510例)中提取肺腺癌(LUAD)和鳞状细胞癌(LUSC)的汇总数据。我们从遗传学上鉴定了8种与非小细胞肺癌病因学有关的蛋白。低水平的5种蛋白(CDH17、CXADR、FAM3D、POGLUT3、SFTPB)和高水平的2种蛋白(CEACAM5、KLK1)与LUAD风险增加有关,而高水平的CD14与LUSC风险升高有关。通过贝叶斯共定位验证了两个蛋白POGLUT3和SFTPB。通过SMR和HEIDI试验鉴定出1个SFTPB蛋白。双向MR未发现反向因果关系。通过scRNA-seq、GeneMANIA、GO分析、药物性评估和PheWAS分析验证了主要发现。这些蛋白编码基因主要在上皮细胞、巨噬细胞、单核细胞和内皮细胞中表达。此外,CEACAM5、KLK1和CD14与现有药物相对应。这些蛋白可能加深我们对病因的理解,并可能作为有吸引力的新型生物标志物和药物靶点用于非小细胞肺癌的治疗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Plasma Proteome Profiling Identifies Biomarkers and Potential Drug Targets for Non-Small Cell Lung Cancer.

Non-small cell lung cancer (NSCLC), as one of the most commonly diagnosed cancers globally, requires expedited identification of new drug targets. We conducted proteome-wide MR using genetic data for 4,853 plasma proteins. Summary-level data on lung adenocarcinoma (LUAD) and squamous cell carcinoma (LUSC) were extracted from GWAS meta-analyses (11,273 and 7,426 cases, respectively) and FinnGen cohort (1,590 and 1,510 cases, respectively). We genetically identified eight proteins with a causal role in the etiology of NSCLC. Lower levels of five proteins (CDH17, CXADR, FAM3D, POGLUT3, SFTPB) and higher levels of two proteins (CEACAM5, KLK1) were linked to increased LUAD risk, while higher CD14 levels were associated with elevated LUSC risk. Two proteins, POGLUT3 and SFTPB were validated through Bayesian colocalization. One protein SFTPB was identified using SMR and HEIDI tests. Bidirectional MR found no reverse causality. The primary findings were validated through scRNA-seq, GeneMANIA, GO analysis, druggability assessments and PheWAS analysis. These protein-coding genes are primarily expressed in epithelial cells, macrophages, monocytes, and endothelial cells. Furthermore, CEACAM5, KLK1, and CD14 correspond to existing drugs. These proteins may deepen our comprehension of the etiology and could serve as appealing novel biomarkers and drug targets for NSCLC management.

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来源期刊
International Journal of Medical Sciences
International Journal of Medical Sciences MEDICINE, GENERAL & INTERNAL-
CiteScore
7.20
自引率
0.00%
发文量
185
审稿时长
2.7 months
期刊介绍: Original research papers, reviews, and short research communications in any medical related area can be submitted to the Journal on the understanding that the work has not been published previously in whole or part and is not under consideration for publication elsewhere. Manuscripts in basic science and clinical medicine are both considered. There is no restriction on the length of research papers and reviews, although authors are encouraged to be concise. Short research communication is limited to be under 2500 words.
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