ArticleFrontiers in bioinformatics2026
Design and
Article in Frontiers in bioinformatics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
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.
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Who cites it
0 citing papers in PubMed.
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Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction: Diabetes mellitus is a chronic metabolic disorder characterised by persistent hyperglycemia resulting from impaired insulin secretion, action, or both. Prolonged hyperglycemia disrupts metabolic homeostasis and increases the risk of complications, including cardiovascular disease, neuropathy, nephropathy, and retinopathy. Current therapies target multiple pathways but are limited by reduced efficacy and adverse effects. Peroxisome proliferator-activated receptor gamma (PPARγ) is a key regulator of glucose and lipid metabolism and an important therapeutic target. Thiazole and isoxazole scaffolds possess antidiabetic potential, and their hybridisation may improve efficacy and safety. Objective: To design and evaluate a novel series of thiazole-linked isoxazole derivatives targeting the alternate ligand-binding domain of PPARγ for potential antidiabetic activity. Result: The designed compounds (C1-C210) were docked into PPARγ (Protein Data Bank: 5 GTN), yielding nine candidates with binding affinities of -11.11 to -9.97 kcal/mol. Reference ligands included pioglitazone, Q-35, and S-35, with C139 showing the highest affinity. Molecular dynamics simulations (200 ns) confirmed stability. Advanced Trajectory analyses indicate favourable conformational sampling, correlated residue motions, and a relatively confined conformational space. Conclusion: In this computational study, the thiazole-linked isoxazole compound C139 demonstrated probable antidiabetic activity against PPARγ. However, these findings remain predictive and require further validation through comprehensive
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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.