Although mitochondrial toxicity was predicted to be prevalent, genotoxic and cardiotoxic liabilities were predicted to be rare, supporting prioritization of the lead candidates for experimental validation rather than direct therapeutic progression.
Abstract
Annona squamosa is a rich source of bioactive phytochemicals with documented cytotoxic properties, yet the drug–like potential and safety profiles of its constituents remain systematically unexplored. This study comprehensively characterizes the in silico drug–likeness, pharmacokinetic, and toxicity landscape of a GC–MS–identified phytochemical library from Annona squamosa to prioritize leads for drug discovery. A library of 165 compounds was evaluated using SwissADME and AdmetSAR against Lipinski, Veber, Ghose, and Muegge filters. ADMET properties (absorption, distribution, metabolism, excretion, toxicity) were predicted, and multi–endpoint toxicity profiling was conducted. Principal Component Analysis identified chemical space clustering. Lipinski compliance was high (96.3%), while the more stringent Veber (63.6%), Ghose (31.5%), and Muegge (14.5%) filters caused greater attrition (30.3% passing ≥4 filters). Absorption was predicted to be excellent (97.0% high HIA, 99.4% Caco–2), with 98.2% predicted BBB penetration and 92.1% optimal plasma protein binding. Mitochondrial toxicity was predicted as the most prevalent concern (86.1%), while hERG inhibition (3.0%) and Ames mutagenicity (3.0%) were predicted to be rare. The ADMET funnel retained 15.2% (25 compounds) after all filters. Forty–seven compounds (28.5%) qualified as leads (passing ≥4 drug–likeness filters with ≤2 toxicity alerts), with diterpene alcohols representing the most balanced class. BA–40 emerged as the top candidate (QED 0.715). Annona squamosa phytochemicals are enriched in developable scaffolds. Although mitochondrial toxicity was predicted to be prevalent, genotoxic and cardiotoxic liabilities were predicted to be rare (3.0% each), supporting prioritization of the lead candidates for experimental validation rather than direct therapeutic progression.
Marchantia paleacea is a liverwort with diverse secondary metabolites of pharmacological interest. This study aimed to evaluate the physicochemical and ADMET (Absorption, Distribution, Metabolism, Excretion, and Toxicity) properties of eighteen bioactive compounds previously identified from M. paleacea by GC-MS analy...
Hestia Hairima, G. Dotulong, N. N. Primadiaty· JURNAL BIOSAINS· 0 citations
In silico approaches have become essential tools in modern drug discovery for the therapeutic and cost-effective evaluation of chemical compounds. This study focuses on the assessment of drug-likeness and toxicity profiles of five selected organic compounds: aspirin, caffeine, ibuprofen, metformin, and benzene. The com...
Asthma and inflammatory diseases remain major global health challenges, necessitating the
search for novel therapeutic agents. Conventional treatments often come with limitations such
as side effects and resistance, highlighting the need for alternative solutions. Natural
compounds derived from medicinal plants have ga...
I. Bello· INTERNATIONAL JOURNAL OF CHE...· 1 citation
Dysregulated serotonergic signaling, including altered 5-HT₃ receptor activity, contributes to the pathophysiology of diarrhea-predominant irritable bowel syndrome (IBS-D), yet the most clinically established 5-HT₃A antagonist, alosetron, carries serious safety concerns including ischemic colitis and severe constipatio...
Gamze Altıntaş Kazar· Journal of Advanced Research...· 0 citations
Background/Objectives: Cancer remains one of the leading causes of mortality worldwide, demanding the discovery of safer and more effective therapeutic agents. Methods: In this study, a comprehensive coumarin derivative library containing 2,681 compounds was compiled from literature and online chemical databases. After...
A. Pandey, Anuvanshika Yadav, Anupam Tiwari et al.· Biological sciences· 0 citations
Medicinal plants are valuable sources of structurally diverse bioactive compounds with potential antiviral properties, although their chemical complexity complicates candidate prioritization. This study developed a hierarchical computational framework to prioritize metabolites from Uvaria chamae against Ebola virus gly...
Sedami Fagla, Toussaint Sovegnon, Mélaine Bete et al.· Compounds· 0 citations
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