In-Silico Analysis of Secondary Metabolites that Inhibit Aldose Reductase Targeting Diabetic Retinopathy

Diabetic retinopathy (DR) is a harmful microvascular consequence of diabetes. Aldose reductase, an enzyme involved in the polyol pathway during hyperglycaemic conditions, is responsible for DR. Some commercially available enzyme inhibitors, such as epalrestat, zenarestat, etc., are recommended medications to control pathophysiology; nevertheless, most of them have been unable to satisfy the criteria to be considered a good drug choice. This study aims to explore a pool of secondary metabolites associated with their impressive anti-diabetic properties because they are related to undesirable side of the commercial medications currently on the market. We screened the most potent aldose reductase inhibitor via a thorough in silico study, which has been reported as good in vitro activity against human aldose reductase and rat lens aldose reductase. High-throughput computational techniques were applied to study the potency of 90 metabolites against target proteins. In silico pharmacokinetics and toxicity were evaluated for screened metabolites with binding energy less than -9.0 kcal/mol obtained through the molecular docking method. Among selected metabolites, myrciacitrin IV exhibited the best binding affinity (-9.1 kcal/mol and -11.8 kcal/mol) with both proteins and displayed the least band gap energy (3.379 eV), comparable with the standard drug. Further, molecular dynamics (MD) simulation and Molecular Mechanics Generalised-Born Surface Area (MM/GBSA) investigations confirm myrciacitrin IV as a potent drug candidate targeting aldose reductase.

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Journal
Journal of Institute of Science and Technology
Published
2025-06-21
DOI
https://doi.org/10.3126/jist.v30i1.76562
Primary Topic
Aldose Reductase and Taurine
Type
article
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0.00

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article

In-Silico Analysis of Secondary Metabolites that Inhibit Aldose Reductase Targeting Diabetic Retinopathy

Niranjan Parajuli, Ashish Phuyal, Khaga Raj Sharma, Siddha Raj Upadhyaya et al.
Journal of Institute of Science and Technology
Aldose Reductase and Taurine
article

In-Silico Analysis of Secondary Metabolites that Inhibit Aldose Reductase Targeting Diabetic Retinopathy

Niranjan Parajuli, Ashish Phuyal, Khaga Raj Sharma, Siddha Raj Upadhyaya, Kabita Gyawali, Sishir Bikram KC, Asmita Shrestha, Rezina Pradhan, Ranju Khatiwada
article en

Abstract

Diabetic retinopathy (DR) is a harmful microvascular consequence of diabetes. Aldose reductase, an enzyme involved in the polyol pathway during hyperglycaemic conditions, is responsible for DR. Some commercially available enzyme inhibitors, such as epalrestat, zenarestat, etc., are recommended medications to control pathophysiology; nevertheless, most of them have been unable to satisfy the criteria to be considered a good drug choice. This study aims to explore a pool of secondary metabolites associated with their impressive anti-diabetic properties because they are related to undesirable side of the commercial medications currently on the market. We screened the most potent aldose reductase inhibitor via a thorough in silico study, which has been reported as good in vitro activity against human aldose reductase and rat lens aldose reductase. High-throughput computational techniques were applied to study the potency of 90 metabolites against target proteins. In silico pharmacokinetics and toxicity were evaluated for screened metabolites with binding energy less than -9.0 kcal/mol obtained through the molecular docking method. Among selected metabolites, myrciacitrin IV exhibited the best binding affinity (-9.1 kcal/mol and -11.8 kcal/mol) with both proteins and displayed the least band gap energy (3.379 eV), comparable with the standard drug. Further, molecular dynamics (MD) simulation and Molecular Mechanics Generalised-Born Surface Area (MM/GBSA) investigations confirm myrciacitrin IV as a potent drug candidate targeting aldose reductase.

Journal of Institute of Science and TechnologyVol. 30(1)
Tribhuvan University (NP)
University Grants Commission, University Grants Commission- Nepal
Openalex Percentile: Top 79%
Aldose Reductase and Taurine
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