Evidence map›Paper›PMID 36830879›Full record

ArticleBiomedicines2023

Network Analysis for the Discovery of Common Oncogenic Biomarkers in Liver Cancer Experimental Models.

Loraine Kay D Cabral, Pablo J Giraudi, Gianluigi Giannelli, Francesco Dituri, Roberto Negro, Claudio Tiribelli, Caecilia H C Sukowati

Open access · goldAbstract read
In one paragraph

Article in Biomedicines, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.5field-weighted citation impact, top 32% of its field
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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Article
  2. 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

7 authors at 4 institutions in 2 countries.

Loraine Kay D CabralFondazione Italiana Fegato ONLUS, AREA Science Park, Campus Basovizza, 34149 Trieste, Italy.ORCID 0000-0001-7931-7489
Pablo J GiraudiFondazione Italiana Fegato ONLUS, AREA Science Park, Campus Basovizza, 34149 Trieste, Italy.ORCID 0000-0003-2852-6648
Gianluigi GiannelliNational Institute of Gastroenterology IRCCS "S. De Bellis" Research Hospital, 70013 Bari, Italy.
Francesco DituriNational Institute of Gastroenterology IRCCS "S. De Bellis" Research Hospital, 70013 Bari, Italy.
Roberto NegroNational Institute of Gastroenterology IRCCS "S. De Bellis" Research Hospital, 70013 Bari, Italy.
Claudio TiribelliFondazione Italiana Fegato ONLUS, AREA Science Park, Campus Basovizza, 34149 Trieste, Italy.ORCID 0000-0001-6596-7595
Caecilia H C SukowatiFondazione Italiana Fegato ONLUS, AREA Science Park, Campus Basovizza, 34149 Trieste, Italy.ORCID 0000-0001-9699-7578
Gastroenterology Hospital "Saverio de Bellis" · ITFondazione Italiana Fegato · ITEijkman Institute for Molecular Biology · IDUniversity of Trieste · IT

Funding

Department of Science and Technology no. 19-2079Fondazione Umberto Veronesi 2020 to 2022Regione of Friuli Venezia Giulia DGR 189 dd 12/2/21
6 · The paper itself

Abstract

Hepatocellular carcinoma (HCC) is a malignancy marked by heterogeneity. This study aimed to discover target molecules for potential therapeutic efficacy that may encompass HCC heterogeneity. In silico analysis using published datasets identified 16 proto-oncogenes as potential pharmacological targets. We used an immortalized hepatocyte (IHH) and five HCC cell lines under two subtypes: S1/TGFβ-Wnt-activated (HLE, HLF, and JHH6) and the S2/progenitor subtype (HepG2 and Huh7). Three treatment modalities, 5 µM 5-Azacytidine, 50 µM Sorafenib, and 20 nM PD-L1 gene silencing, were evaluated in vitro. The effect of treatments on the proto-oncogene targets was assessed by gene expression and Western blot analysis. Our results showed that 10/16 targets were upregulated in HCC cells, where cells belonging to the S2/progenitor subtype had more upregulated targets compared to the S1/TGFβ-Wnt-activated subtype (81% vs. 62%, respectively). Among the targets, FGR was consistently down-regulated in the cell lines following the three different treatments. Sorafenib was effective to down-regulate targets in S2/progenitor subtype while PD-L1 silencing was able to decrease targets in all HCC subtypes, suggesting that this treatment strategy may comprise cellular heterogeneity. This study strengthens the relevance of liver cancer cellular heterogeneity in response to cancer therapies.

Indexed as

cellular heterogeneityexperimental modelshepatocellular carcinomatargeted therapies

Identifiers

PMID36830879
PMCPMC9953082
OpenAlexW4318052094

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.