More is simpler: Decomposition of ligand-binding affinity for proteins being disordered

被引:5
作者
Wang, Xiaohui [1 ,2 ]
Chong, Bin [3 ]
Sun, Zhaoxi [1 ,2 ]
Ruan, Hao [1 ,2 ]
Yang, Yingguang [4 ]
Song, Pengbo [1 ,2 ]
Liu, Zhirong [1 ,2 ]
机构
[1] Peking Univ, Coll Chem & Mol Engn, Beijing 100871, Peoples R China
[2] Peking Univ, Beijing Natl Lab Mol Sci BNLMS, Beijing 100871, Peoples R China
[3] Tsinghua Univ, Sch Econ & Management, Beijing, Peoples R China
[4] Univ Sci & Technol China, Sch Cybersci, Hefei, Peoples R China
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
affinity; druggability; druglikeness; intrinsically disordered proteins; leadlikeness; ligandability; molecular docking; specificity; virtual screening; DRUG DISCOVERY; PREDICTION; DOCKING; DATABASE; TARGETS; UPDATE;
D O I
10.1002/pro.4375
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
In statistical mechanics, it is well known that the huge number of degrees of freedom does not complicate the problem as it seems, but actually greatly simplifies the analysis (e.g., to give a Boltzmann distribution). Here, we reveal that the ensemble averaging from the vast conformations of intrinsically disordered proteins (IDPs) greatly simplifies the nature of binding affinity, which can be reliably decomposed into a sum of the ligandability of IDP and the capacity of ligand. Such an unexpected regularity is applied to facilitate the virtual screening upon IDPs. It also provides essential insight in understanding the specificity difference between IDPs and conventional ordered proteins since the specificity is caused by deviation from the baseline behavior of protein-ligand binding.
引用
收藏
页数:12
相关论文
共 52 条
[1]  
[Anonymous], 2003, Probability Theory
[2]  
Bickerton GR, 2012, NAT CHEM, V4, P90, DOI [10.1038/NCHEM.1243, 10.1038/nchem.1243]
[3]   Intrinsically disordered proteins and biomolecular condensates as drug targets [J].
Biesaga, Mateusz ;
Frigole-Vivas, Marta ;
Salvatella, Xavier .
CURRENT OPINION IN CHEMICAL BIOLOGY, 2021, 62 :90-100
[4]   Ligand-based optimization and biological evaluation of N-(2,2,2-trichloro-1-(3-phenylthioureido)ethyl)acetamide derivatives as potent intrinsically disordered protein c-Myc inhibitors [J].
Chen, Limin ;
Cheng, Beiming ;
Sun, Qi ;
Lai, Luhua .
BIOORGANIC & MEDICINAL CHEMISTRY LETTERS, 2021, 31
[5]   Reinforcement learning to boost molecular docking upon protein conformational ensemble [J].
Chong, Bin ;
Yang, Yingguang ;
Wang, Zi-Le ;
Xing, Han ;
Liu, Zhirong .
PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2021, 23 (11) :6800-6806
[6]   Ensemble-Based Thermodynamics of the Fuzzy Binding between Intrinsically Disordered Proteins and Small-Molecule Ligands [J].
Chong, Bin ;
Yang, Yingguang ;
Zhou, Chenguang ;
Huang, Qiaojing ;
Liu, Zhirong .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2020, 60 (10) :4967-4974
[7]   Conservation of Potentially Druggable Cavities in Intrinsically Disordered Proteins [J].
Chong, Bin ;
Li, Maodong ;
Li, Tong ;
Yu, Miao ;
Zhang, Yugang ;
Liu, Zhirong .
ACS OMEGA, 2018, 3 (11) :15643-15652
[8]   New uses for old drugs [J].
Chong, Curtis R. ;
Sullivan, David J., Jr. .
NATURE, 2007, 448 (7154) :645-646
[9]   EPI-001, A Compound Active against Castration-Resistant Prostate Cancer, Targets Transactivation Unit 5 of the Androgen Receptor [J].
De Mol, Eva ;
Bryn Fenwick, R. ;
Phang, Christopher T. W. ;
Buzon, Victor ;
Szulc, Elzbieta ;
de la Fuente, Alex ;
Escobedo, Albert ;
Garcia, Jesus ;
Bertoncini, Carlos W. ;
Estebanez-Perpina, Eva ;
McEwan, Iain J. ;
Riera, Antoni ;
Salvatella, Xavier .
ACS CHEMICAL BIOLOGY, 2016, 11 (09) :2499-2505
[10]   Fuzziness: linking regulation to protein dynamics [J].
Fuxreiter, Monika .
MOLECULAR BIOSYSTEMS, 2012, 8 (01) :168-177