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April 25, 2026Toxicology Reports0 citationsOpen Access

Self-Nanoemulsifying Drug Delivery System (SNEDDS) Enhances the Antidiabetic Potential of Averrhoa bilimbi L. Leaf Extract: Integrated LC–MS/MS Metabolomics, Network Pharmacology, and Alpha-Amylase Inhibition

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RARatih AryaniSSSarah SarahBandung Islamic UniversityUYUmi YuniarniBandung Islamic University

Key Points

  • This research aims to explore the antidiabetic potential of Averrhoa bilimbi L. leaf metabolites and the effect of SNEDDS on bioavailability and efficacy.
  • Integrated LC–MS/MS profiling of leaf metabolites
  • Network pharmacology analysis for target prediction
  • In vitro α-amylase inhibition assays to measure efficacy.
  • SNEDDS formulation reduced α-amylase IC₅₀ from 440.92 ± 10.96 µg/mL to 3.75 ± 0.09 µg/mL, indicating significant enhancement in efficacy.
  • Network analysis revealed 434 shared targets, implicating the PI3K–AKT pathway as a key mechanism.
  • High transmittance of 81.5% and stable nanoscale formulation demonstrated promising characteristics.

Abstract

Averrhoa bilimbi L. has long been utilized in traditional medicine and is increasingly investigated for its metabolic benefits, particularly in diabetes management. However, the molecular mechanisms underlying its antidiabetic activity and the influence of formulation strategies on its efficacy remain insufficiently understood. This study aimed to elucidate the antidiabetic potential of Averrhoa bilimbi L. leaf metabolites through an integrated approach combining LC–MS/MS profiling, network pharmacology analysis, and formulation into a self-nanoemulsifying drug delivery system (SNEDDS). Metabolites were identified using LC–MS/MS and subjected to in silico target prediction, followed by the collection of Type 2 Diabetes Mellitus-related genes to determine overlapping targets. Protein–protein interaction (PPI) analysis and maximal clique centrality (MCC) were employed to identify key hub proteins. Network pharmacology analysis revealed 434 shared targets, highlighting the involvement of the PI3K–AKT signaling pathway as a central mechanism. The optimized SNEDDS formulation demonstrated high transmittance (81.5%), nanoscale droplet size (157.7 ± 4.90 nm), rapid emulsification time (57 s), and satisfactory stability. In vitro α-amylase inhibition assays showed a significant reduction in IC₅₀ values from 440.92 ± 10.96 µg/mL in the crude extract to 3.75 ± 0.09 µg/mL in the SNEDDS formulation. Nevertheless, the observed enhancement should be interpreted cautiously due to the inherent inhibitory activity of the blank SNEDDS system. Overall, Averrhoa bilimbi L. exhibits promising antidiabetic activity through multitarget modulation, although further experimental validation is necessary to confirm these findings.

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Cite This Study

Aryani et al. (2026) studied this question.

synapsesocial.com/papers/69ec5ac988ba6daa22dac613https://doi.org/10.1016/j.toxrep.2026.102259
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