Evidence map›Paper›PMID 41344054›Full record

ArticleTranslational oncology2026

A roadmap to unveil the mechanism(s) of natural indole-derived molecules against NAFLD-derived HCC via systems pharmacology.

Ki-Kwang Oh, Goo-Hyun Kwon, Kyeong Jin Lee, Jung-A Eom, Dong Joon Kim, Ki-Tae Suk

Abstract read
In one paragraph

Article in Translational oncology, 2026. 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
–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

2 citing papers in PubMed.

  1. Article
  2. 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

6 authors.

Ki-Kwang OhInstitute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon 24252, South Korea. Electronic address: nivirna07@kangwon.ac.kr.
Goo-Hyun KwonInstitute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon 24252, South Korea.
Kyeong Jin LeeInstitute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon 24252, South Korea.
Jung-A EomInstitute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon 24252, South Korea.
Dong Joon KimInstitute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon 24252, South Korea.
Ki-Tae SukInstitute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon 24252, South Korea. Electronic address: ktsuk@hallym.ac.kr.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNon-alcoholic fatty liver disease (NAFLD) is involved in non-alcoholic steatohepatitis (NASH), liver cirrhosis (LC), and even hepatocellular carcinoma (HCC). Hence, this study was to elucidate nuanced key mechanism(s), target(s), and Natural Indole-Derived Molecules (NIDMs) against NAFLD-derived HCC.

methodsThe NIDMs were retrieved by Natural Product Activity & Species Source Database (NPASS). The protein-protein interaction (PPI) networks, bubble plot on key signaling pathways, etiological spectrum-signaling pathways-targets-indoles (ESTI) networks, the verification of toxicity on key NIDMs, and MDE (Molecular Docking Evaluation) were performed with integrating perspective.

resultsThe 141 NIDMs were identified by NPASS and SwissADME, suggesting that the NIDMs were associated with Similarity Ensemble Approach (SEA; 845 targets) and SwissTargetPrediction (STP; 1107 targets). On PPI analysis, JUN was the uppermost target with the highest DV (Degree Value). A bubble plot based on rich factor constructed to identify key mechanism(s), suggesting that AGE-RAGE signaling pathway in diabetic complications might be key antagonistic mode to hinder the spontaneous progression of NAFLD. The key targets were JUN, and AGTR1 on AGE-RAGE signaling pathway in diabetic complications, binding most stably to Marinacarboline D, and Fumitremorgin F, respectively.

conclusionsIn closing, this study provides critical insights into the key mechanisms, targets, and NIDMs that may impede etiological spectrum of NAFLD.

Indexed as

Age-rage signaling pathway in diabetic complicationsFumitremorgin FMarinacarboline DNatural indole-derived moleculesNon-alcoholic fatty liver disease

Identifiers

PMID41344054
PMCPMC12719975

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LicenceCC BY-NC-ND
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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.