Evidence map›Paper›PMID 41830992›Full record

ArticleDiscover oncology2026

Mendelian randomization analysis reveals causal associations between HLA gene expression, inflammatory biomarkers, and non-small cell lung cancer risk.

Zexin Gu, Tianyuan Ma, Cuicui Li, Hanxu Tang, Jianing Liu, Weiwei Zhao

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Article in Discover oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Zexin GuDepartment of Respiratory Medicine, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, 161000, China.
Tianyuan MaDepartment of Respiratory Medicine, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, 161000, China.
Cuicui LiDepartment of Respiratory Medicine, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, 161000, China.
Hanxu TangDepartment of Physical Examination, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, 161000, China.
Jianing LiuDepartment of Respiratory Medicine, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, 161000, China.
Weiwei ZhaoDepartment of Respiratory Medicine, The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, 161000, China. zwwqqhe@qmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNon-small cell lung cancer (NSCLC) represents a major global health burden with complex genetic etiology. While observational studies have identified numerous potential risk factors, establishing causal relationships remains challenging due to confounding and reverse causation.

methodsWe conducted a comprehensive Mendelian randomization (MR) analysis to investigate causal relationships between circulating biomarkers, lung tissue gene expression levels, and NSCLC risk. The analysis employed three complementary MR methods: inverse variance weighted (IVW), MR Egger, and weighted median approaches. Genetic instruments were selected from 10 to 26 single nucleotide polymorphisms (SNPs) significantly associated with exposure variables. We validated key findings through quantitative real-time PCR (qRT-PCR) analysis in A549 and H1299 NSCLC cell lines. We examined multiple biomarkers including inflammatory mediators, immune-related proteins, and particularly focused on the HLA region within the major histocompatibility complex.

resultsAmong circulating biomarkers, thymic stromal lymphopoietin demonstrated a statistically significant positive association with increased NSCLC risk (OR: 1.240, 95% CI: 1.073–1.433, p = 0.003). Gene expression analysis identified 18 genes with significant causal associations (FDR < 0.05), revealing a complex pattern of protective and risk-associated effects. qRT-PCR validation in A549 and H1299 cell lines confirmed differential expression patterns, with protective genes (HLA-DQB2, GMPPA) showing lower expression and risk-associated genes (VDR, P4HTM) showing higher expression in cancer cells compared to normal bronchial epithelial cells. Notable protective genes included HLA-DQB2 (OR: 0.917), HLA-DRB9 (OR: 0.875), and GMPPA (OR: 0.697), while risk-associated genes included VDR (OR: 1.825), P4HTM (OR: 1.520), and multiple HLA variants. Regional association analysis of the HLA-DQB2 locus revealed extremely high significance levels (p-values > 10^-135) within the MHC region on chromosome 6.

conclusionsThis MR analysis provides robust genetic evidence for causal relationships between immune system regulation, inflammatory pathways, and NSCLC development, with experimental validation supporting the functional relevance of identified genetic associations.

Indexed as

HLA genesInflammatory biomarkersMendelian randomizationNon-small cell lung cancer

Identifiers

PMID41830992
PMCPMC13172229

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.