Multi-targeted molecular docking, pharmacokinetic analysis, and drug-likeness evaluation of alkaloids for anti-diabetic drug development

Diabetes mellitus is a global health challenge, particularly in low-income regions, leading to severe complications. Plant-derived alkaloids offer potential as alternatives to conventional therapies. This study evaluated 31 alkaloids for antidiabetic drug development through molecular docking, pharmacokinetics, and drug-likeness analyses. Four standard drugs (epalrestat, metformin, acarbose, glibenclamide) and four targets (aldose reductase, adenosine monophosphate-activated protein kinase, a-glucosidase, protein tyrosine phosphatase 1B) were used for computational simulations. Molecular docking revealed that alkaloids mahanimbine (-11.5 kcal/mol), echinulin (11.3 kcal/mol), coptisine (-10.9 kcal/mol), and groenlandicine (-9.7 kcal/mol) have substantial binding affinities against aldose reductase compared to epalrestat (-9.3 Kcal/mol). In contrast to metformin (-4.8 kcal/mol), coptisine, echinulin, sanguinarine, and groelandicine showed superior binding affinities against adenosine monophosphateactivated protein kinase. In comparison to acarbose (-8.4 Kcal/mol), coptisine (-9.7 Kcal/mol), sanguinarine (-9.3 Kcal/mol), mahanimbine (-8.9 Kcal/mol), and echinulin (-8.9 Kcal/mol) demonstrated better docking scores against a-glucosidase. Jatrorrhizine, coptisine, sanguinarine, mahanimbine and echinuline respectively demonstrated higher binding scores of 8.8, -7.5, -7.5 and -7.2 Kcal/mol against protein tyrosine phosphatase 1B than glibenclamide (-7.0 Kcal/mol). Most alkaloids adhered to Lipinski’s rule, except casuarine 6-O-a-glucoside and conophylline. Pharmacokinetics identified pinoline as highly bioavailable and central nervous system penetrant, while conophylline had poor bioavailability. The study concluded that alkaloids including mahanimbine, echinulin, coptisine, groenlandicine, sanguinarine, and jatrorrhizine show strong binding affinities and favorable pharmacokinetic properties, requiring further in vitro and in vivo studies for therapeutic validation

Authors

Institutions

Publication Details

Journal
The BRICS Health Journal
Published
2025-05-20
DOI
https://doi.org/10.47093/3034-4700.2025.2.1.53-68
Citations
1
Primary Topic
Computational Drug Discovery Methods
Type
article
Field-Weighted Citation Impact
1.50
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multi-targeted molecular docking, pharmacokinetic analysis, and drug-likeness evaluation of alkaloids for anti-diabetic drug development

Biniyam Girma, Wakuma Wakene Jifar, Zelalem Animaw, Sintayehu Ashenef et al.
1 citations
The BRICS Health Journal
Computational Drug Discovery Methods
1.50
article

Multi-targeted molecular docking, pharmacokinetic analysis, and drug-likeness evaluation of alkaloids for anti-diabetic drug development

Biniyam Girma, Wakuma Wakene Jifar, Zelalem Animaw, Sintayehu Ashenef, Milkyas Endale, Samson Taye, Gashaw Nigussie, Asfaw Meressa, Temesgen Negassa, Dereilo Bekere Belitibo, Negessa Abdisa, B. Akele, M. Kasahun
article en
1 citations

Abstract

Diabetes mellitus is a global health challenge, particularly in low-income regions, leading to severe complications. Plant-derived alkaloids offer potential as alternatives to conventional therapies. This study evaluated 31 alkaloids for antidiabetic drug development through molecular docking, pharmacokinetics, and drug-likeness analyses. Four standard drugs (epalrestat, metformin, acarbose, glibenclamide) and four targets (aldose reductase, adenosine monophosphate-activated protein kinase, a-glucosidase, protein tyrosine phosphatase 1B) were used for computational simulations. Molecular docking revealed that alkaloids mahanimbine (-11.5 kcal/mol), echinulin (11.3 kcal/mol), coptisine (-10.9 kcal/mol), and groenlandicine (-9.7 kcal/mol) have substantial binding affinities against aldose reductase compared to epalrestat (-9.3 Kcal/mol). In contrast to metformin (-4.8 kcal/mol), coptisine, echinulin, sanguinarine, and groelandicine showed superior binding affinities against adenosine monophosphateactivated protein kinase. In comparison to acarbose (-8.4 Kcal/mol), coptisine (-9.7 Kcal/mol), sanguinarine (-9.3 Kcal/mol), mahanimbine (-8.9 Kcal/mol), and echinulin (-8.9 Kcal/mol) demonstrated better docking scores against a-glucosidase. Jatrorrhizine, coptisine, sanguinarine, mahanimbine and echinuline respectively demonstrated higher binding scores of 8.8, -7.5, -7.5 and -7.2 Kcal/mol against protein tyrosine phosphatase 1B than glibenclamide (-7.0 Kcal/mol). Most alkaloids adhered to Lipinski’s rule, except casuarine 6-O-a-glucoside and conophylline. Pharmacokinetics identified pinoline as highly bioavailable and central nervous system penetrant, while conophylline had poor bioavailability. The study concluded that alkaloids including mahanimbine, echinulin, coptisine, groenlandicine, sanguinarine, and jatrorrhizine show strong binding affinities and favorable pharmacokinetic properties, requiring further in vitro and in vivo studies for therapeutic validation

The BRICS Health JournalVol. 2(1)
Debre Tabor University (ET), Armauer Hansen Research Institute (ET)
Openalex Percentile: Top 17%
Computational Drug Discovery Methods
1.50
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.