Evidence map›Paper›PMID 41254692›Full record

ArticleJournal of translational medicine2025

Integrative multi-omics and Mendelian randomization identify WWOX and THBS2 as potential therapeutic targets in mature T/NK-cell lymphoma.

Yinjie Qin, Jiayue Wei, Yingzhi He, Yeqin Zheng, Yuchang Lin, Ziwei Liu, Yuxian Huang

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Article in Journal of translational medicine, 2025. 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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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Yinjie QinDepartment of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.
Jiayue WeiDepartment of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.
Yingzhi HeDepartment of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.
Yeqin ZhengDepartment of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.
Yuchang LinDepartment of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.
Ziwei LiuDepartment of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China.
Yuxian HuangDepartment of Hematology, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, 510282, China. hyx6610@163.com.ORCID 0000-0002-5433-364X

Funding

Basic and Applied Basic Research Foundation of Guangdong Province 2023A1515010249Guangdong Aid Project for Xinjiang KTPYJ2024013President Foundation of Zhujiang Hospital, Southern Medical University yzjj2022ms2
6 · The paper itself

Abstract

backgroundMature T/NK-cell lymphoma is a highly heterogeneous, aggressive non-Hodgkin lymphoma. Due to the lack of specific therapeutic targets, treatment outcomes for patients with relapsed/refractory (R/R) disease are limited, and survival rates are low. Therefore, there is an urgent need to explore specific therapeutic targets and treatment strategies based on molecular mechanisms.

methodsMulti-omics data including genome-wide association study (GWAS), cis-expression quantitative trait loci (cis-eQTL), and cis-protein quantitative trait loci (cis-pQTL) were integrated through Mendelian Randomization (MR) and Bayesian colocalization analyses to identify and validate potential therapeutic targets. Summary-data-based MR (SMR) analysis strengthened causal inference, while cis-methylation quantitative trait loci (cis-mQTL) data integration elucidated genetic regulatory mechanisms. Transcriptome analysis assessed target biological functions, and phenome-wide MR evaluated the risk-benefit profile of target interventions. Drug prediction and molecular docking assessed therapeutic potential of these targets.

resultsWWOX was identified as a protective factor and THBS2 as a risk factor, both with strong colocalization support. SMR analysis revealed close associations between WWOX expression, DNA methylation, and disease risk. Transcriptome analysis indicated that WWOX and THBS2 participate in tumor proliferation, invasion, and immune regulation. Phenome-wide MR analysis suggested that tissue-specific targeting is crucial for THBS2 inhibition. Drug prediction preliminarily validated the therapeutic potential of epigenetic regulatory drugs.

conclusionsThis study identifies WWOX and THBS2 as potential therapeutic targets for mature T/NK-cell lymphoma. Treatment strategies based on epigenetic reprogramming and immune microenvironment regulation targeting WWOX and THBS2 provide new directions for precision therapy of this refractory lymphoma.

Indexed as

Lymphoma, Extranodal NK-T-CellMendelian Randomization AnalysisMolecular Targeted TherapyThrombospondinsTumor Suppressor ProteinsWW Domain-Containing OxidoreductaseBayes TheoremDNA MethylationGene Expression Regulation, NeoplasticGenome-Wide Association StudyHumansMolecular Docking SimulationMultiomicsQuantitative Trait LociThrombospondin 2Thrombospondin 2ThrombospondinsTumor Suppressor ProteinsWW Domain-Containing OxidoreductaseWWOX protein, humanMature T/NK-cell lymphomaMendelian randomizationQuantitative trait lociTherapeutic target

Identifiers

PMID41254692
PMCPMC12625014

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