Elucidating the binding mechanism of Caralluma tuberculata metabolites with type 2 diabetes targets through molecular docking and dynamics simulations

INTRODUCTION: Caralluma tuberculata, a medicinal plant from the Apocynaceae family, has been traditionally used to manage diabetes due to its rich secondary metabolite content. METHODOLOGY: This study employed LC/ESI-MS/MS analysis to identify bioactive compounds in C. tuberculata, followed by in silico screening for their inhibitory effects on key carbohydrate-digesting enzymes-alpha-amylase, sucrase, and alpha-glucosidase associated with type 2 diabetes. A total of 57 compounds were evaluated through molecular docking, toxicity prediction, drug-likeness analysis, and molecular dynamics (MD) simulations. RESULTS: Among these, luteolin exhibited the highest binding affinities with amylase (-9.725 kcal/mol), sucrase (-8.19 kcal/mol), and alpha-glucosidase (-7.842 kcal/mol), while also demonstrating no predicted toxicity. MD simulations over 60 ns revealed stable root mean square deviation (RMSD) profiles for all protein-ligand complexes, confirming system stability. Free binding energy calculations (MM-PBSA and MM-GBSA) further suggested that luteolin had stronger, more stable interactions with amylase and sucrase compared to glucosidase. CONCLUSION: This study provides a comprehensive computational evaluation of luteolin derived from Caralluma tuberculata, offering detailed insights into its enzyme-specific interactions with key carbohydrate hydrolyzing enzymes relevant to type 2 diabetes. Although the results are promising, experimental and clinical validation is essential to confirm luteolin's therapeutic efficacy for managing type 2 diabetes.

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Journal
PLoS ONE
Published
2026-04-03
DOI
https://doi.org/10.1371/journal.pone.0343905
Primary Topic
Phytochemistry and Bioactive Compounds
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article
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0.00

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article

Elucidating the binding mechanism of Caralluma tuberculata metabolites with type 2 diabetes targets through molecular docking and dynamics simulations

Juan Pedro Luna‐Arias, Zia‐ur‐Rehman Mashwani, Amir Ali, Ajaz Ahmad et al.
PLoS ONE
Phytochemistry and Bioactive Compounds
article

Elucidating the binding mechanism of Caralluma tuberculata metabolites with type 2 diabetes targets through molecular docking and dynamics simulations

Juan Pedro Luna‐Arias, Zia‐ur‐Rehman Mashwani, Amir Ali, Ajaz Ahmad, Ashfaq Ahmad, Gabriela Medina-Pérez
article en

Abstract

INTRODUCTION: Caralluma tuberculata, a medicinal plant from the Apocynaceae family, has been traditionally used to manage diabetes due to its rich secondary metabolite content. METHODOLOGY: This study employed LC/ESI-MS/MS analysis to identify bioactive compounds in C. tuberculata, followed by in silico screening for their inhibitory effects on key carbohydrate-digesting enzymes-alpha-amylase, sucrase, and alpha-glucosidase associated with type 2 diabetes. A total of 57 compounds were evaluated through molecular docking, toxicity prediction, drug-likeness analysis, and molecular dynamics (MD) simulations. RESULTS: Among these, luteolin exhibited the highest binding affinities with amylase (-9.725 kcal/mol), sucrase (-8.19 kcal/mol), and alpha-glucosidase (-7.842 kcal/mol), while also demonstrating no predicted toxicity. MD simulations over 60 ns revealed stable root mean square deviation (RMSD) profiles for all protein-ligand complexes, confirming system stability. Free binding energy calculations (MM-PBSA and MM-GBSA) further suggested that luteolin had stronger, more stable interactions with amylase and sucrase compared to glucosidase. CONCLUSION: This study provides a comprehensive computational evaluation of luteolin derived from Caralluma tuberculata, offering detailed insights into its enzyme-specific interactions with key carbohydrate hydrolyzing enzymes relevant to type 2 diabetes. Although the results are promising, experimental and clinical validation is essential to confirm luteolin's therapeutic efficacy for managing type 2 diabetes.

PLoS ONEVol. 21(4)
Universidad Autónoma del Estado de Hidalgo (MX), Pir Mehr Ali Shah Arid Agriculture University (PK), Hazara University (PK), Center for NanoScience (DE), King Saud University (SA)
King Saud University
Openalex Percentile: Top 32%
Phytochemistry and Bioactive Compounds
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