Evidence map›Paper›PMID 41386849›Full record

ArticleJournal, genetic engineering & biotechnology2025

Assessment of peripheral gene expression signatures as predictive biomarkers for hepatocellular carcinoma following DAA treatment.

Rehab I Moustafa, Sally Farouk, Noha G Bader El Din, Hend I Shousha, Ahmed Khairy, Yasser K Elesnawy, Heba Shawky, Ahmed M Gabr, Ashraf O Abdelaziz, Amr Abdelaal and 1 more

Abstract read
In one paragraph

Article in Journal, genetic engineering & biotechnology, 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

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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
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

11 authors.

Rehab I MoustafaDepartment of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, Dokki, Cairo 12622, Egypt. Electronic address: ri.mostafa@nrc.sci.eg.
Sally FaroukDepartment of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, Dokki, Cairo 12622, Egypt.
Noha G Bader El DinDepartment of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, Dokki, Cairo 12622, Egypt.
Hend I ShoushaEndemic Medicine and Hepato-Gastroenterology Department, Cairo University, Cairo, Egypt.
Ahmed KhairyEndemic Medicine and Hepato-Gastroenterology Department, Cairo University, Cairo, Egypt.
Yasser K ElesnawyNational Committee for Control of Viral Hepatitis (NCCVH), Ministry of Health and Population, Cairo, Egypt.
Heba ShawkyTherapeutic Chemistry Department, Pharmaceutical Industries and Drug Research Institute, National Research Centre, Dokki, Cairo 12622, Egypt.
Ahmed M GabrDepartment of Surgery, Faculty of Medicine, Modern University for Technology and Information, Cairo, Egypt.
Ashraf O AbdelazizNational Committee for Control of Viral Hepatitis (NCCVH), Ministry of Health and Population, Cairo, Egypt.
Amr AbdelaalDepartment of Surgery, Faculty of Medicine, Ain Shams University, Cairo, Egypt.
Hassan ElsayedDepartment of Microbial Biotechnology, Biotechnology Research Institute, National Research Centre, Dokki, Cairo 12622, Egypt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hepatocellular carcinoma (HCC) is a major cause of cancer mortality worldwide, with viral hepatitis accounting for about 80 % of incidences. In Egypt, HCV contributes to 63 % of HCC cases. Although DAAs have achieved high SVR rates, they do not eliminate the risk of HCV-related HCC. Persistent epigenetic changes induced by HCV-infection may establish an "oncogenic memory" that promotes HCC even after viral clearance. Peripheral blood mononuclear cells (PBMCs) offer a non-invasive platform for detecting systemic immune and oncogenic signatures, aiding HCC risk assessment. This study aimed to characterize the expression of an epigenetically induced gene panel, comprising JUNB, WNT10A, SPHK1, EDN1, and KLF4 in hepatic tissues and PBMCs from Egyptian HCC patients with HCV genotype 4 who achieved SVR. In silico analyses revealed strong epigenetic associations of these genes, including links to histone-modifying enzymes, protein-protein interaction networks, and enrichment in cancer-related pathways. Gene expression was analyzed using qRT-PCR in SVR individuals, chronic HCV patients, and healthy controls, with diagnostic performance evaluated using multivariate regression and ROC curve analyses. Our results showed significant upregulation of WNT10A, SPHK1, JUNB, and EDN1 and downregulation of KLF4 in PBMCs, particularly post-SVR. PBMC expression showed high diagnostic accuracy (AUROC > 0.92 for SPHK1, WNT10A, JUNB). In conclusion, combining PBMC gene expression profiling with in-silico analyses highlights JUNB, WNT10A, SPHK1, EDN1, and KLF4 as promising non-invasive biomarker panel for HCC risk in DAA-SVR patients, reflecting their integration into epigenetic and oncogenic networks and supporting their potential for risk stratification and therapeutic targeting.

Indexed as

EDN1HCCHCVJUNBKLF4PBMCsSPHK1SVRWNT10A

Identifiers

PMID41386849
PMCPMC12546791

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Registered trials

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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.