Determination of Protein-Ligand Binding Affinities by Thermal Shift Assay

被引:1
|
作者
Khan, Mohammad F. [1 ]
Rahman, Mohammad M. [1 ]
Xin, Yue [1 ]
Mustafa, Abdur [2 ]
Smith, Brian J. [3 ]
Ottemann, Karen M. [4 ]
Roujeinikova, Anna [1 ,5 ]
机构
[1] Monash Univ, Biomed Discovery Inst, Dept Microbiol, Melbourne, Vic 3800, Australia
[2] Charles Sturt Univ, Sch Comp Math & Engn, Albury, NSW 2678, Australia
[3] La Trobe Univ, La Trobe Inst Mol Sci, Melbourne, Vic 3086, Australia
[4] Univ Calif Santa Cruz, Dept Microbiol & Environm Toxicol, Santa Cruz, CA 95064 USA
[5] Monash Univ, Dept Biochem & Mol Biol, Melbourne, Vic 3800, Australia
关键词
thermal shift assay; proteinunfolding; meltingtemperature; unfolding equilibrium; binding affinity; CRYSTALLOGRAPHIC ANALYSIS; SENSORY DOMAIN; CHEMORECEPTOR; PURIFICATION; CRYSTALLIZATION; PRECISION; CLONING; DNA;
D O I
10.1021/acsptsci.4c00293
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Quantification of protein-ligand interactions is crucial for understanding the protein's biological function and for drug discovery. In this study, we employed three distinct approaches for determination of protein-ligand binding affinities by a thermal shift assay using a single ligand concentration. We present the results of the comparison of the performance of the conventional curve fitting (CF) method and two newly introduced methods - assuming zero heat capacity change across small temperature ranges (ZHC) and utilizing the unfolding equilibrium constant (UEC); the latter has the advantage of reducing calculations by obtaining the unfolding equilibrium constant directly from the experimental data. Our results highlight superior performance of the ZHC and UEC methods over the conventional CF method in estimating the binding affinity, irrespective of the ligand concentration. In addition, we evaluated how the new methods can be applied to high-throughput screening for potential binders, when the enthalpy (Delta H-L) and molar heat capacity change (Delta C-PL) of ligand binding are unknown. Our results suggest that, in this scenario, using the -300 cal K-1 mol(-1) assumption for Delta C-pL and either -5 kcal mol(-1) or the average enthalpy efficiency-based estimation for Delta H-L(T) can still provide reasonable estimates of the binding affinity. Incorporating the new methods into the workflow for screening of small drug-like molecules, typically conducted using single-concentration libraries, could greatly simplify and streamline the drug discovery process.
引用
收藏
页码:3096 / 3107
页数:12
相关论文
共 50 条
  • [21] Calculating protein-ligand binding affinities with MM/PBSA: Improvement and extension
    Qi, Ruxi
    Wang, Changhao
    Xiao, Li
    Botello-Smith, Wesley
    Greene, D'Artagnan
    Luo, Ray
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2017, 254
  • [22] Estimating protein-ligand binding affinities using a fluctuating charge model
    Stern, Harry A.
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2010, 240
  • [23] Development of an empirical scoring function for calculating protein-ligand binding affinities
    Friesner, Richard A.
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2012, 243
  • [24] Prediction of protein-ligand binding affinities using multiple instance learning
    Teramoto, Reiji
    Kashima, Hisashi
    JOURNAL OF MOLECULAR GRAPHICS & MODELLING, 2010, 29 (03): : 492 - 497
  • [25] Determination of Protein-Ligand Affinities by Direct ESI-MS Measurements
    El-Hawiet, Amr
    Liu, Lan
    Kitova, Elena N.
    Shoemaker, Glen
    Klassen, John S.
    BIOPHYSICAL JOURNAL, 2012, 102 (03) : 1A - 1A
  • [26] Towards full Quantum-Mechanics-based Protein-Ligand Binding Affinities
    Ehrlich, Stephan
    Goeller, Andreas H.
    Grimme, Stefan
    CHEMPHYSCHEM, 2017, 18 (08) : 898 - 905
  • [27] Advances in all atom sampling methods for modeling protein-ligand binding affinities
    Gallicchio, Emilio
    Levy, Ronald M.
    CURRENT OPINION IN STRUCTURAL BIOLOGY, 2011, 21 (02) : 161 - 166
  • [28] Application of a polarizable force field to calculations of relative protein-ligand binding affinities
    Khoruzhii, Oleg
    Donchev, Alexander G.
    Galkin, Nikolay
    Illarionov, Alexei
    Olevanov, Mikhail
    Ozrin, Vladimir
    Queen, Cary
    Tarasov, Vladimir
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (30) : 10378 - 10383
  • [29] Computational methods for prediction of the structures and binding affinities of protein-ligand complexes.
    Friesner, R
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2004, 227 : U896 - U896
  • [30] Calculation of protein-ligand binding affinities based on a fragment quantum mechanical method
    Liu, Jinfeng
    Wang, Xianwei
    Zhang, John Z. H.
    He, Xiao
    RSC ADVANCES, 2015, 5 (129) : 107020 - 107030