Evidence map›Paper›PMID 40948768›Full record

ArticleFrontiers in immunology2025

Panoramic view of MDH1: driving cancer progression and shaping the tumor immune microenvironment.

Yunchen Lou, Yunwei Lou, Yao Cheng, Beining Xu, Hanbin Chen, Yinwei Dai

Abstract read
In one paragraph

Article in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Yunchen Lou *Department of Respiratory, Zhuji Affiliated Hospital of Wenzhou Medical University, Zhuji, Zhejiang, China.
Yunwei Lou *Department of Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
Yao Cheng *Department of Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
Beining XuDepartment of Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
Hanbin Chen *Department of Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
Yinwei Dai *Department of Respiratory, Zhuji Affiliated Hospital of Wenzhou Medical University, Zhuji, Zhejiang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Malate dehydrogenase 1 (MDH1), an NAD(H)-dependent isoenzyme, is a key component of the malate-aspartate shuttle (MAS). A significant association has been observed between MDH1 expression and various characteristics of the tumor microenvironment across different cancer types. Methods: This study provides comprehensive pan-cancer analyses exploring the expression patterns, clinical and pathological correlations, genetic alterations, immunogenomic profiles, single-cell dynamics, alternative splicing signatures, and pharmacological sensitivities related to MDH1. Drug sensitivity profiling and molecular docking techniques have been employed to identify potential anti-cancer compounds targeting MDH1. Experiments have also been conducted to investigate the biological function of MDH1 in lung adenocarcinoma (LUAD) and to confirm the interaction between MDH1 and macrophages using immunofluorescence assays. Results: MDH1 expression levels are elevated across a wide range of malignancies, and overexpression of MDH1 was consistently linked to poor prognosis in multiple cancer subtypes. Moreover, MDH1 expression shows complex correlations with various immune cell populations, particularly macrophages, and cohort analysis of both bulk and pan-cancer single-cell immunotherapy data suggest that MDH1 could serve as a predictive marker for immunotherapy responses. Moreover, knockdown of MDH1 suppresses macrophage invasion. To investigate the role of MDH1 in LUAD cells, a potential inhibitor of MDH1 was identified, BI-2536, and has been confirmed to impact MDH1 activity and impede the growth of LUAD cells. Conclusion: Our findings indicate that MDH1 may serve as a potential prognostic marker and a promising target for cancer immunotherapy.

Indexed as

Malate DehydrogenaseNeoplasmsTumor MicroenvironmentBiomarkers, TumorCell Line, TumorDisease ProgressionGene Expression Regulation, NeoplasticHumansLung NeoplasmsMacrophagesPrognosisTumor-Associated MacrophagesBiomarkers, TumorMalate Dehydrogenaseglycolysislung adenocarcinomamacrophagesingle cell RNA-sequencingspatial transcriptomics

Identifiers

PMID40948768
PMCPMC12423056

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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.