Evidence map›Paper›PMID 42143347›Full record

ArticleBiology direct2026

Elevated NDUFAF2 expression correlates with poor prognosis and drives metabolic dependency in hepatocellular carcinoma.

Peiting Zeng, Jingshu Wang, Wenhua Lu, Zizhen Li, Amin Huang

Abstract read
In one paragraph

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

0numbers the graph read from it
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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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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

5 authors.

Peiting Zeng *Department of Hematology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, 510000, China.
Jingshu Wang *Department of Medical Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, 510000, China.
Wenhua Lu *State Key Laboratory of Oncology in Southern China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510000, China.
Zizhen LiState Key Laboratory of Oncology in Southern China, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, 510000, China.
Amin HuangDepartment of Medical Oncology, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, Guangdong, 510000, China. huangam3@mail.sysu.edu.cn.

Funding

Guangzhou Municipal Science and Technology Project 2023A04J2105National Natural Science Foundation of China 82300179Natural Science Foundation of Guangdong Province 2024A1515012228
6 · The paper itself

Abstract

Hepatocellular carcinoma (HCC) remains a leading cause of cancer-related mortality worldwide, with limited therapeutic options for advanced and immunotherapy-resistant cases. Mitochondrial oxidative phosphorylation (OXPHOS) has emerged as a key metabolic dependency in a subset of HCCs, yet the molecular regulators of this vulnerability remain poorly understood. Here, we report that NDUFAF2, a core assembly chaperone for mitochondrial Complex I, is significantly overexpressed across multiple human cancers, particularly in HCC, where elevated expression correlates with poor overall survival, progression-free interval, and disease-specific survival in large-scale TCGA and CPTAC cohorts. At the transcriptomic and proteomic levels, NDUFAF2 upregulation was consistently observed in primary HCC tissues compared with paired normal liver samples, and correlated with advanced histological grade, pathological stage, high AFP levels, and vascular invasion. Bioinformatic pathway analyses identified OXPHOS as the dominant biological process associated with NDUFAF2 expression. Mechanistically, stable NDUFAF2 knockdown in two independent HCC cell lines (HCC-LM3 and SNU-449) resulted in profound mitochondrial dysfunction, including reduced oxygen consumption rate, impaired ATP production, increased reactive oxygen species (ROS) accumulation, and compensatory upregulation of glycolytic genes. These metabolic defects ultimately led to suppressed cell proliferation in vitro. Preliminary correlative analyses further suggested weak associations between NDUFAF2 expression and immunosuppressive features in the tumor microenvironment, although these trends remain hypothesis-generating and require experimental validation. Collectively, our findings establish NDUFAF2 as a pivotal regulator of mitochondrial bioenergetics and malignant progression in HCC, identifying it as a promising prognostic biomarker and a potential target for metabolic therapy in OXPHOS-dependent liver cancers.

Indexed as

Carcinoma, HepatocellularLiver NeoplasmsMitochondrial ProteinsCell Line, TumorGene Expression Regulation, NeoplasticHumansMetabolic ReprogrammingMitochondriaOxidative PhosphorylationPrognosisMitochondrial ProteinsLiver hepatocellular carcinomaNDUFAF2Oxidative phosphorylationPrognostic biomarkerTumor metabolism

Identifiers

PMID42143347
PMCPMC13348162

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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.