1. Academic Validation
  2. Pharmacophore-based virtual screening and in silico investigations of small molecule library for discovery of human hepatic ketohexokinase inhibitors for the treatment of fructose metabolic disorders

Pharmacophore-based virtual screening and in silico investigations of small molecule library for discovery of human hepatic ketohexokinase inhibitors for the treatment of fructose metabolic disorders

  • Front Pharmacol. 2025 Apr 7:16:1531512. doi: 10.3389/fphar.2025.1531512.
Tilal Elsaman 1 Magdi Awadalla Mohamed 1 Abozer Y Elderdery 2 Abdullah Alsrhani 2 Badr Alzahrani 2 Heba Bassiony Ghanem 2 Jeremy Mills 3 Musaed Rayzah 4 Nasser A N Alzerwi 4 Afnan Al-Sultan 5 Bandar Idrees 6 Fares Rayzah 7
Affiliations

Affiliations

  • 1 Department of Pharmaceutical Chemistry, College of Pharmacy, Jouf University, Sakaka, Saudi Arabia.
  • 2 Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Jouf University, Sakaka, Saudi Arabia.
  • 3 School of Medicine, Pharmacy and Biomedical Sciences, Uinversity of Portsmouth, Portsmouth, United Kingdom.
  • 4 Department of Surgery, College of Medicine, Majmaah University, Al Majma'ah, Saudi Arabia.
  • 5 Department of Surgery, King Saud Medical City, Riyadh, Saudi Arabia.
  • 6 Department of Surgery, Prince Sultan Military Medical City, As Sulimaniyah, Saudi Arabia.
  • 7 Department of Surgery, Aseer Central Hospital, Abha, Saudi Arabia.
Abstract

Introduction: Excessive fructose consumption is a significant driver of metabolic disorders, including obesity, diabetes, non-alcoholic fatty liver disease and non-alcoholic steatohepatitis primarily by promoting Insulin resistance and fat accumulation. Ketohexokinase C (KHK-C), a pivotal enzyme in fructose metabolism, catalyzes the phosphorylation of fructose to fructose-1-phosphate, initiating a cascade of downstream metabolic processes. In contrast to glucose metabolism, KHK-C lacks negative feedback regulation, allowing the continuous phosphorylation of fructose, which leads to heightened levels of glucose, glycogen, and triglycerides in the bloodstream and liver. While targeting KHK-C offers a promising therapeutic avenue, no drugs have yet been approved for clinical use. Pfizer's PF-06835919 has progressed to phase II trials, demonstrating a reduction in liver fat and improved Insulin sensitivity, while Eli Lilly's LY-3522348 also shows significant potential. Nonetheless, there remains a critical need for the development of novel KHK-C inhibitors that offer improved pharmacokinetics, enhanced efficacy, and superior safety profiles.

Methods: In the present study, a comprehensive computational strategy was employed to screen 460,000 compounds from the National Cancer Institute library for potential KHK-C inhibitors. Initially, pharmacophore-based virtual screening was used to identify potential hits, followed by multi-level molecular docking, binding free energy estimation, pharmacokinetic analysis, and molecular dynamics (MD) simulations to further evaluate the compounds. This multi-step approach aimed to identify compounds with strong binding affinity, favorable pharmacokinetic profiles, and high potential for efficacy as KHK-C inhibitors.

Results: Ten compounds exhibited docking scores ranging from -7.79 to -9.10 kcal/mol, surpassing those of the compounds currently undergoing clinical trials, PF-06835919 (-7.768 kcal/mol) and LY-3522348 (-6.54 kcal/mol). Their calculated binding free energies ranged from -57.06 to -70.69 kcal/mol, further demonstrating their superiority over PF-06835919 (-56.71 kcal/mol) and LY-3522348 (-45.15 kcal/mol). ADMET profiling refined the selection to five compounds (1, 2, and 4-6), and molecular dynamics simulations identified compound 2 as the most stable and promising candidate compared to the clinical candidate PF-06835919.

Conclusion: These findings highlight compound 2 as a potent KHK-C inhibitor with predicted pharmacokinetics and toxicity profiles supporting its potential for treating fructose-driven metabolic disorders, warranting further validation.

Keywords

diabetes; dyslipidemia; fructose; ketohexokinase; obesity.

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