Evidence map›Paper›PMID 42465020›Full record

ArticleAmerican journal of cancer research2026

NDUFA12 is associated with poor prognosis and promotes malignant phenotypes and mitochondrial metabolic alterations in hepatocellular carcinoma.

Xiaomeng Liu, Tianyi Liu, Zihan Sun, Nuersimanguli Maimaitiming, Huayuan Liu, Deyang Kong, Yuan Wang, Jianqiang Cai, Hong Zhao

Abstract read
In one paragraph

Article in American journal of cancer research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

1 citing paper in PubMed.

  1. Article
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

9 authors.

Xiaomeng LiuDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Beijing 100021, China.
Tianyi LiuDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Beijing 100021, China.
Zihan SunDepartment of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Beijing 100021, China.
Nuersimanguli MaimaitimingDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Beijing 100021, China.
Huayuan LiuDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Beijing 100021, China.
Deyang KongDepartment of Colorectal Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Beijing 100021, China.
Yuan WangDepartment of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Beijing 100021, China.
Jianqiang CaiDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Beijing 100021, China.
Hong ZhaoDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College Beijing 100021, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hepatocellular carcinoma (HCC) is a leading cause of cancer-related death worldwide, yet effective treatment options remain limited. NDUFA12, a subunit of mitochondrial complex I, plays a crucial role in oxidative phosphorylation and cellular energy metabolism; however, its expression pattern, clinical significance, and biological role in HCC remain unclear. In this study, the expression profile and clinical relevance of NDUFA12 were analyzed using The Cancer Genome Atlas (TCGA) data. Genomic and functional features, including differentially expressed genes (DEGs), tumor mutation burden (TMB), functional enrichment, and immune infiltration, were assessed. An institutional cohort of 25 patients with advanced HCC receiving targeted-immunotherapy at our hospital was enrolled, and baseline tumor samples were subjected to RNA sequencing for validation. MHCC-97H and PLC/PRF/5 cells were transfected with small interfering RNAs (siRNAs) targeting NDUFA12. Functional assays, including CCK-8, EdU, wound healing, Transwell assays, Seahorse XF mitochondrial stress tests, Seahorse XF glycolysis stress tests, ATP production, lactate accumulation, mitochondrial membrane potential, and reactive oxygen species (ROS) detection, were performed to evaluate malignant phenotypes and metabolic alterations. NDUFA12 expression was markedly elevated in HCC and was associated with advanced tumor stage, increased TMB, and poorer overall survival and progression-free survival. DEG analysis suggested enrichment in cell cycle-, mitochondrial-, and metabolism-related pathways. Low NDUFA12 expression was associated with distinct immune infiltration patterns according to the CIBERSORT algorithm, and RNA-sequencing data of our cohort further confirmed longer overall survival in patients with low NDUFA12 expression. Functionally, NDUFA12 knockdown reduced cell proliferation, invasion and migration in HCC cells. Metabolic assays showed that NDUFA12 knockdown decreased oxygen consumption rate, ATP production, mitochondrial membrane potential, and intracellular ROS levels, while increasing extracellular acidification rate and lactate production, suggesting impaired mitochondrial respiration and compensatory glycolytic activation. Collectively, these findings suggest that NDUFA12 is associated with poor prognosis, malignant cellular phenotypes, and mitochondrial metabolic alterations in HCC. NDUFA12 may serve as a prognostic biomarker and a candidate target for further functional and translational investigation in HCC.

Indexed as

hepatocellular carcinomaimmunotherapymitochondrial dysfunctionNDUFA12oxidative phosphorylationtumor microenvironment

Identifiers

PMID42465020
PMCPMC13373556

What Socratic holds

Textmetadata
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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.