ArticleMolecular diversity2026
Targeting mTORC1/TGFB1 signaling with a novel Bergapten-Esculetin combination: a computational and experimental approach in idiopathic pulmonary fibrosis.
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.
What it found
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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.
The trial behind it
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Who cites it
1 citing paper in PubMed.
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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Registered trials
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