Evidence map›Paper›PMID 41675924›Full record

ArticleBiochemistry and biophysics reports2026

Comprehensive multi-omics analysis reveals RUNX1's prognostic value, immune associations, and MUC13-Mediated mechanistic role in hepatocellular carcinoma pathogenesis.

Tahani Ahmad ALMatrafi

Abstract read
In one paragraph

Article in Biochemistry and biophysics reports, 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
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Tahani Ahmad ALMatrafiDepartment of Anatomy, College of Medicine, King Saud University, Riyadh, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hepatocellular carcinoma (HCC) is a biologically and clinically heterogeneous malignancy, posing major challenges for early diagnosis, prognostic prediction, and therapeutic intervention. The Runt-related transcription factor (RUNX) family, comprising RUNX1, RUNX2, and RUNX3, plays essential roles in cellular processes and contribute to the pathogenesis of numerous malignancies. This study aims to elucidate their role in tumor progression and its clinical implications. We performed an integrative pan-cancer multi-omics analysis across 33 cancer types to characterize RUNX family expression patterns, prognostic associations, and immune correlations using publicly available datasets. Expression and functional roles were experimentally validated in HCC through

Indexed as

BiomarkerHepatocellular carcinoma (HCC)Pan-cancerPrognosisRUNX familyWnt/β-catenin signaling

Identifiers

PMID41675924
PMCPMC12886078

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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 OpenQuestion graph.