Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Developing a ligand with high affinity for a specific protein target is essential for drug design, and water molecules are well known to play a key role in protein-drug recognition. However, predicting the role of particularly ordered water molecules in drug binding remains challenging. Furthermore, hydration free energy contributed from the water network, including the second shell of water molecules, is far from being well studied. In this research we focused on these aspects to accurately and efficiently evaluate water effects in protein-ligand binding affinity. We developed a new strategy using a free-energy calculation method, VM2. We successfully predicted the stable ordered water molecules in a number of protein systems: PDE 10a, HSP90, tryptophan synthase (TRPS), CDK2 and Factor Xa. In some of these, the second shell of water molecules appeared to be critical in protein-ligand binding. We also applied the strategy to largely improve binding free energy calculation using the MM/PBSA method. When applying MM/PBSA alone for two systems, CDK2 and Factor Xa, the computed binding free energy resulted in poor to moderate values with experimental data. However, including water free energy correction greatly improved the free energy calculation. Furthermore, our work helped to explain how xk263 is a 1000 times faster binder to HIVp than ritonavir, a potentially useful tool for investigating binding kinetics. Our studies reveal the importance of fully considering water effects in therapeutic developments in pharmaceutical and biotechnology industries and for fundamental research in protein-ligand recognition.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9970846PMC
http://dx.doi.org/10.1039/d2cp04584bDOI Listing

Publication Analysis

Top Keywords

water molecules
20
free energy
20
water effects
12
water
9
effects protein-ligand
8
protein-ligand recognition
8
binding kinetics
8
molecules well
8
ordered water
8
second shell
8

Similar Publications

Arsenic-induced nephrotoxicity: Mechanisms, biomarkers, and preventive strategies for global health.

Vet World

July 2025

Department of Basic Medical Sciences, Division of Physiology, Manipal Academy of Higher Education, Manipal, Karnataka, India.

Arsenic exposure remains a critical global health concern, with growing evidence linking it to significant kidney dysfunction. This review examines the underlying mechanisms of arsenic-induced nephrotoxicity, including oxidative stress, mitochondrial dysfunction, inflammation, and programmed cell death, which collectively contribute to damage in the glomeruli and renal tubules. Chronic exposure is associated with proteinuria, renal impairment, and an increased risk of chronic kidney disease (CKD).

View Article and Find Full Text PDF

A novel phthalonitrile derivative (a) containing three functional groups (hexyl, aminated ester, phenoxy) was synthesized and subsequently cyclotetramerized in the presence of the corresponding metal chloride salts to obtain hexadeca-substituted metal {M = Cu(II) and Co(II)} phthalocyanines (b and c). The water-soluble phthalocyanines (d and e) were prepared by treating the newly synthesized complexes (b and c) with methyl iodide. Moreover, gold nanoparticles (1) and silver nanoparticles (2) were prepared, and their surfaces were modified with quaternary phthalocyanines (d and e).

View Article and Find Full Text PDF

Herein, we report a simple, microwave-assisted and open-air strategy for gram-scale C3-alkylation of indoles, along with an economically viable strategy for epoxide opening followed by α-alkylation, using the [RuCl(bpy){-PhPCHCONCHPPh-}-κ-(,,,,)] complex (hereafter referred to as [PNP-Ru]). This transformation proceeds an alcohol dehydrogenation (oxidation) mechanism, with water being the sole byproduct in both reactions, underscoring the environmentally benign and sustainable nature of the methodology. The protocol efficiently delivers both mono- and bis(indolyl) derivatives in good to excellent yields.

View Article and Find Full Text PDF

Nucleic acid-based therapeutics, such as oncolytic virotherapy or gene therapy, would benefit greatly from a reporter gene that induces endogenous production of a protein biomarker to noninvasively track the delivery, persistence, and spread with imaging. Several chemical exchange saturation transfer (CEST) reporter proteins detectable by magnetic resonance imaging (MRI) have been demonstrated to have high sensitivity. However, to date none can provide strong CEST contrast at a distinct resonance from that of endogenous proteins, limiting their specificity.

View Article and Find Full Text PDF

Symmetry Breaking Assisted Fast Reverse Intersystem Crossing for Efficient TADF Materials.

Angew Chem Int Ed Engl

September 2025

State Key Laboratory of Luminescent Materials and Devices, Guangdong Provincial Key Laboratory of Luminescence from Molecular Aggregates, South China University of Technology, Guangzhou, 510640, China.

Reverse intersystem crossing (RISC) process is critical for thermally activated delayed fluorescence (TADF) materials to realize spin-flip of triplet excitons in organic light-emitting diodes (OLEDs), but the RISC processes of most TADF materials are not fast enough, undermining electroluminescence (EL) efficiency stability and operational lifetime. Herein, a symmetry breaking strategy to accelerate RISC processes is proposed. By designing asymmetric electron-withdrawing backbone consisting of benzonitrile and xanthone/thioxanthone groups, two new asymmetric TADF molecules, 4tCzCN-pXT and 4tCzCN-pTXT, with multiple 3,6-di-tert-butylcarbazole donors are successfully developed.

View Article and Find Full Text PDF