Evidence mapPaperPMID 41240214Full record

ArticleMolecular diversity2026

Targeting mTORC1/TGFB1 signaling with a novel Bergapten-Esculetin combination: a computational and experimental approach in idiopathic pulmonary fibrosis.

Koteeswaran Kannan, Sumithra Mohan

Abstract read
PubMed Publisher
In one paragraph

Article in Molecular diversity, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

2 authors.

Koteeswaran KannanDepartment of Pharmacology, SRM College of Pharmacy, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu, Tamil Nadu, 603203, India.
Sumithra MohanDepartment of Pharmacology, SRM College of Pharmacy, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu, Tamil Nadu, 603203, India. sumithrm@srmist.edu.in.ORCID http://orcid.org/0000-0003-1665-0190

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the synergistic antifibrotic potential of coumarin derivatives Bergapten (BER) and Esculetin (ESC) in idiopathic pulmonary fibrosis (IPF), a progressive lung disease characterized by epithelial-mesenchymal transition and fibrotic remodeling. Current therapies have limited effectiveness, often focusing on single pathways and failing to reverse disease progression. Therefore, synergistic and multi-targeted strategies are required to inhibit key profibrotic signals with minimal toxicity. In this research, an in-silico and in-vitro approach was used to evaluate whether ESC enhances the cytotoxic activity of BER in fibroblast models. In-silico Pharmacokinetic profiling using SwissADME and pkCSM confirmed favorable drug-likeness, low toxicity, and good absorption. Target prediction and Network pharmacology identified 104 common targets, with MTOR and TGF-β1 identified as major regulators within the PI3K/Akt/mTOR signaling pathway. Molecular docking studies indicate strong binding affinities of BER and ESC toward these targets, while molecular dynamics simulations indicate stable MTOR-ligand interactions compared to TGF-β1. MM-GBSA analyses further supported their binding stability, and density functional theory calculations indicated favorable HOMO-LUMO energy gaps correlated with redox reactivity. In-vitro studies using L929 fibroblasts showed that ESC significantly enhanced the cytotoxic efficacy of BER, particularly at fixed ratios of 1:2 and 2:1, as validated by the Chou-Talalay method (combination index < 1 and Dose Response Index > 1). The 1:2 ratio exhibited the strongest synergistic effect, and these results support the potential of BER and ESC as antifibrotic agents for further evaluation in IPF.

Indexed as

CoumarinsIdiopathic Pulmonary FibrosisMechanistic Target of Rapamycin Complex 1Signal TransductionTransforming Growth Factor beta1UmbelliferonesCell LineFibroblastsHumansMolecular Docking SimulationMolecular Dynamics SimulationCoumarinsesculetinMechanistic Target of Rapamycin Complex 1Transforming Growth Factor beta1UmbelliferonesCoumarin derivativesFibrotic signalingLigand stabilityLipid metabolismMinimal toxicitySynergistic potential

Identifiers

What Socratic holds

Textmetadata
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 Socratic graph.