Evidence map›Paper›PMID 41691557›Full record

ArticleDiscover oncology2026

Bioinformatic analysis and experimental validation of the function of mitogen-activated protein kinase in esophageal cancer.

Xiaokang Zhu, Gongjian Zhu, Tao Guo, Weirun Min, Xiangqian Li

Abstract read
In one paragraph

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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2 · The registry

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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

5 authors.

Xiaokang Zhu *Department of Thoracic Surgery, Sun Yat-sen University Cancer Center Gansu Hospital, Lanzhou, 730050, Gansu, China.
Gongjian Zhu *Department of Experimental research, Sun Yat-sen University Cancer Center Gansu Hospital, Lanzhou, Gansu, China.
Tao GuoThoracic and Cardiovascular Surgery, Gansu Provincial Hospital of TCM, Lanzhou, China.
Weirun MinThoracic and Cardiovascular Surgery, Gansu Provincial Hospital of TCM, Lanzhou, China.
Xiangqian LiDepartment of Anesthesia, Sun Yat-sen University Cancer Center Gansu Hospital, No.2 Xiaoxihu East Street, Qilihe District, Lanzhou, 730050, Gansu, China. lixq8130@163.com.

Funding

Gansu Provincial Talent Project (Youth Individual Project) 2024(2024QNGR51)Lanzhou talent entrepreneurship and innovation project No. 2018-RC-96Major Project for Scientific and Technological Innovation in the Health Sector of Gansu Province GSWSZD2024-09Scientific Research Plan Project of Health Industry in Gansu Province GSWSKY2021-037
6 · The paper itself

Abstract

backgroundEsophageal cancer remains a highly lethal malignancy with limited therapeutic options. Although MAP3K family members regulate proliferation and differentiation, their clinical significance and functional roles in esophageal cancer remain poorly understood.

methodsWe performed integrated multi-omics analyses including transcriptomic profiling, DNA methylation assessment, and single-cell RNA sequencing to systematically characterize MAP3K family members in esophageal cancer. WGCNA and regulatory network analyses identified downstream targets of MAP3K11. Functional studies were conducted in esophageal cancer cell lines to validate findings.

resultsWe identified MAP3K2, MAP3K11, and MAP3K13 as significantly upregulated in esophageal cancer tissues and found that elevated MAP3K11 expression independently predicted poorer prognosis and associated with advanced metastatic disease. Single-cell analysis revealed preferential MAP3K11 enrichment in endothelial cells and uncovered a distinct MAP3K11-high malignant subpopulation exhibiting substantially enhanced communication with cancer-associated fibroblasts. MAP3K11 regulated an extensive gene network involved in apoptosis and cell junction regulation, with Rad21 emerging as a critical downstream effector. Functional studies demonstrated that MAP3K11 suppression markedly inhibited cancer cell proliferation and migration while promoting apoptosis, effects that were substantially reversed by Rad21 restoration.

conclusionMAP3K11 functions as a key driver of esophageal cancer progression through the Rad21 axis and represents a promising candidate biomarker for diagnosis and prognosis. The identification of MAP3K11-mediated tumor-stromal crosstalk provides novel mechanistic insights into esophageal cancer microenvironmental dynamics.

Indexed as

BiomarkerEsophageal cancerMAP3K family memberMulti-omics analysisPrognosisRAD21

Identifiers

PMID41691557
PMCPMC13013903

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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 OpenQuestion graph.