Evidence map›Paper›PMID 41215624›Full record

ArticleChemistryOpen2026

Computational Evaluation of Statin Analogs Targeting HMG-CoA Reductase for Coronary Artery Disease Treatment.

Yoshua B Mtulo, Geradius Deogratias, James E Mgaya, Andrew S Paluch, Lucas Paul

Abstract read
In one paragraph

Article in ChemistryOpen, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Yoshua B MtuloDepartment of Chemistry, Dar es Salaam University College of Education, Dar es Salaam, Tanzania.ORCID 0009-0003-5751-8070
Geradius DeogratiasChemistry Department, College of Natural and Applied Sciences, University of Dar es Salaam, Dar es Salaam, Tanzania.ORCID 0000-0002-2941-8668
James E MgayaDepartment of Chemistry, Dar es Salaam University College of Education, Dar es Salaam, Tanzania.ORCID 0000-0001-6460-9710
Andrew S PaluchDepartment of Chemistry, Dar es Salaam University College of Education, Dar es Salaam, Tanzania.ORCID 0000-0002-2748-0783
Lucas PaulDepartment of Chemistry, Dar es Salaam University College of Education, Dar es Salaam, Tanzania.ORCID 0000-0002-1693-9173

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiovascular diseases remain a leading cause of global mortality. While statins are pivotal in managing risk, most research focuses on their derivatives. This study provides a novel computational evaluation of statin analogs, addressing a significant literature gap. Our comprehensive in silico approach, integrating ADMET profiling, molecular docking, and extensive 200-ns molecular dynamics (MD) simulations, investigated the pharmacokinetic behavior, binding affinities, and structural stability of five statin analogs against HMG-CoA reductase. ADMET analysis showed that analogs of simvastatin, lovastatin, and pravastatin have favorable pharmacological profiles and low toxicity. While docking showed that simvastatin and lovastatin analogs had the strongest affinities, MD offered critical mechanistic insights. The unbound enzyme exhibited significant conformational flexibility. In contrast, binding induced a superior stabilizing effect, confining the protein to a single, compact, low-energy state, as confirmed by free energy landscape analysis. This ligand-induced rigidity is a powerful indicator of enhanced inhibitory efficacy and stability. Our findings highlight that statin analogs are a promising class whose unique binding dynamics offer a new, rational pathway for designing more effective HMG-CoA reductase inhibitors.

Indexed as

Coronary Artery DiseaseHydroxymethylglutaryl-CoA Reductase InhibitorsHydroxymethylglutaryl CoA ReductasesHumansLovastatinMolecular Docking SimulationMolecular Dynamics SimulationPravastatinSimvastatinHydroxymethylglutaryl-CoA Reductase InhibitorsHydroxymethylglutaryl CoA ReductasesLovastatinPravastatinSimvastatinADMETcardiovascular diseasedockingHMG‐CoAmolecular dynamics simulationstatins

Identifiers

PMID41215624
PMCPMC13054245

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.