Back

Protein hydration and druggability

Panasenko, S.; Khorev, V.; Petukhov, M.

2026-07-08 biophysics
10.64898/2026.07.06.736750 bioRxiv
Show abstract

A priori assessment of target proteins' druggability remains an unsolved problem in the field of drug development. The empirical approaches widely used to solve this problem demonstrate low efficiency. In this work, we investigated the factor of hydration of a representative set of 65 evolutionarily and structurally unrelated human enzymes in a water environment. This factor depends only on the structure of the proteins, and not on the physical and chemical properties of any potential ligands. The results show that, unlike the widely used approaches based on calculations of the accessible surface area (ASA), the content of low-entropy water molecules (LEW) in the active sites of human enzymes is systematically higher than that in other areas of their surface, including inactive cavities. Optimal criteria and a step-by-step procedure for identifying protein ligand binding sites are proposed. The proposed approach, based on the calculation of the LEW content in the first hydration layer of potentially interesting target proteins, makes it possible to evaluate their medicinal suitability even before the development of any ligands. The article also presents the results of a comparative analysis of experimental Raman spectroscopy data and the results of molecular dynamics simulations of water hydrogen bonds using three widely used water models (TIP3P, OPC3, and TIP5P) and standard algorithms for calculating hydrogen bond networks.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

1
PLOS ONE
5266 papers in training set
Top 15%
12.7%
2
Journal of Chemical Information and Modeling
238 papers in training set
Top 0.6%
7.9%
3
Scientific Reports
3612 papers in training set
Top 10%
6.8%
4
International Journal of Molecular Sciences
494 papers in training set
Top 1%
5.5%
5
Journal of Chemical Theory and Computation
140 papers in training set
Top 0.4%
4.4%
6
Biophysical Journal
631 papers in training set
Top 2%
4.3%
7
The Journal of Physical Chemistry B
167 papers in training set
Top 0.6%
4.0%
8
ACS Omega
105 papers in training set
Top 0.6%
3.2%
9
Biochemistry and Biophysics Reports
30 papers in training set
Top 0.2%
2.4%
50% of probability mass above
10
The Journal of Physical Chemistry Letters
63 papers in training set
Top 0.3%
2.4%
11
Frontiers in Pharmacology
111 papers in training set
Top 1%
2.4%
12
Journal of Computational Chemistry
13 papers in training set
Top 0.1%
2.1%
13
RSC Advances
22 papers in training set
Top 0.3%
2.1%
14
Molecules
39 papers in training set
Top 0.6%
2.0%
15
PLOS Computational Biology
1863 papers in training set
Top 13%
1.9%
16
International Journal of Biological Macromolecules
76 papers in training set
Top 0.9%
1.7%
17
Frontiers in Molecular Biosciences
102 papers in training set
Top 0.7%
1.7%
18
Physical Chemistry Chemical Physics
36 papers in training set
Top 0.3%
1.7%
19
Physica A: Statistical Mechanics and its Applications
13 papers in training set
Top 0.1%
1.5%
20
Computational and Structural Biotechnology Journal
242 papers in training set
Top 4%
1.5%
21
Journal of Biomolecular Structure and Dynamics
43 papers in training set
Top 0.8%
1.3%
22
Physical Biology
46 papers in training set
Top 0.6%
1.1%
23
Communications Chemistry
48 papers in training set
Top 0.9%
1.1%
24
Colloids and Surfaces B: Biointerfaces
10 papers in training set
Top 0.2%
1.0%
25
The Journal of Chemical Physics
56 papers in training set
Top 0.5%
1.0%
26
Chemistry – A European Journal
14 papers in training set
Top 0.2%
0.8%
27
Protein Science
246 papers in training set
Top 3%
0.8%
28
The European Physical Journal Plus
13 papers in training set
Top 0.3%
0.8%
29
Chemical Science
73 papers in training set
Top 2%
0.6%
30
Biophysical Chemistry
15 papers in training set
Top 0.3%
0.6%