ArticleAmerican journal of cancer research2026
NDUFA12 is associated with poor prognosis and promotes malignant phenotypes and mitochondrial metabolic alterations in hepatocellular carcinoma.
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.
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.
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.
Who cites it
1 citing paper in PubMed.
- Pre-TACE CK-MB/CK Ratio as an Independent Prognostic Biomarker in Advanced Hepatocellular Carcinoma.Journal of hepatocellular carcinoma · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What Socratic holds
Registered trials
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.