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Record W7126159374 · doi:10.18280/ijdne.201213

A Novel SNEDDS Formulation of Swietenia mahagoni Jacq and Peperomia pellucida L: Antidiabetic Potential and Molecular Docking Insights

2025· article· W7126159374 on OpenAlexvenueno aff
Hartati Hartati, Hartono Hartono, Suriati Eka Putri, Rizal Irfandi, Satria Putra Jaya Negara, Fastabiqul Khaeratih, Sahribulan Sahribulan

Bibliographic record

VenueInternational Journal of Design & Nature and Ecodynamics · 2025
Typearticle
Language
FieldPharmacology, Toxicology and Pharmaceutics
TopicPiperaceae Chemical and Biological Studies
Canadian institutionsnot available
FundersDirektorat Riset dan Pengabdian MasyarakatKementerian Pendidikan, Kebudayaan, Riset, dan Teknologi
KeywordsDocking (animal)Medicinal plants

Abstract

fetched live from OpenAlex

The present study aims to develop and characterize a Self-Nanoemulsifying Drug Delivery System (SNEDDS) formulation containing a combination of Swietenia mahagoni Jacq.(mahogany) seed extract and Peperomia pellucida L. (pepper elder) leaf extract as a potential antidiabetic therapy.Physicochemical characterization demonstrated that the best SNEDDS possessed a homogeneous globule size distribution (11.29 ± 0.88 nm), a zeta potential of -10.33 mV, and a polydispersity index (PDI) value of 0.35  0.29, indicating excellent stability and uniformity of the nanoemulsion system.Gas Chromatography-Mass Spectrometry (GC-MS) analysis identified four major fatty acid methyl esters, namely methyl oleate (61.17%), methyl palmitate (8.07%), methyl stearate (6.20%), and methyl linoleate (6.48%), demonstrating that the oil phase was rich in monounsaturated fatty acids (MUFA), particularly oleic acid.These bioactive lipids contribute to enhanced insulin sensitivity and reduced inflammation, supporting the antidiabetic mechanism of the formulation.In vivo studies in diabetic rats showed that SNEDDS formulation significantly reduced blood glucose levels, with the highest reduction observed in the SMSC1A (FB 1:1) group, showing a glucose-lowering effect of up to approximately 82% compared to post-induction levels.Molecular docking analysis using the free fatty acid form (9-octadecenoic acid) against protein tyrosine phosphatase 1B (PTP1B) provided supportive mechanistic insight into the potential role of unsaturated fatty acids in modulating insulin signaling.Overall, the results indicate that the developed SNEDDS enhances the delivery of bioactive phytoconstituents and exhibits promising antidiabetic potential.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.340
Teacher spread0.315 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2025
Admission routes1
Has abstractno

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