Programmed cell death ligand protein 1;
pharmacophore;
PD-1;
PD-L1;
pathway;
small molecule inhibitor;
PARTICLE MESH EWALD;
CELL LUNG-CANCER;
MOLECULE INHIBITORS;
ACCURATE DOCKING;
HIGH-THROUGHPUT;
LIGAND DOCKING;
FORCE-FIELD;
PROTEIN;
PREDICTION;
GLIDE;
D O I:
10.1080/07391102.2022.2085805
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:
The programmed cell death ligand protein 1 (PD-L1) is a strong immunosuppressive molecule that inactivates tumor-specific T cells by binding to the programmed cell death- 1 protein (PD-1). Cancer immunotherapy based on the monoclonal antibodies targeting the PD-1/PD-L1 pathway has demonstrated therapeutic responses without precedent over a wide range of cancers. However, the antibody-based immunotherapies have several limitations such as high production cost or the induction of severe immune-related adverse effects. Small-molecule inhibitors of the PD-1/PD-L1 pathway are a promising alternative or complementary therapeutic to antibodies. Currently, the field of developing anti-PD-1/PD-L1 small-molecule inhibitors is intensively explored. In the present study a pharmacophore model was generated based on previously developed compounds and their atomistic structures with the PD-L1 dimer. Structure-based affinity-based virtual screening of small-molecule inhibitors of the PD-1/PD-L1 pathway according to the pharmacophore model followed by a screening in terms of drug-likeness resulted in ten hit compounds of high affinity towards the PD-L1 dimer and the satisfaction to all of the drug-likeness rules. Molecular dynamics (MD) simulations showed that nine of ten compounds formed stable complexes with the PD-L1 dimer as evidenced by the analysis of MD trajectories. Molecular mechanics Poisson- Boltzmann surface area (MM-PBSA) calculation revealed very low binding energies (<-46 kcal/mol) for the interactions of these ligands with the PD-L1 dimer, suggesting that identified compounds may serve as good scaffolds for the design of novel agents of antitumor immunotherapy able to target the PD-1/PD-L1 interaction Communicated by Ramaswamy H. Sarma
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Huang, Changsheng
Ren, Shengxiang
论文数: 0引用数: 0
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机构:
Tongji Univ, Shanghai Pulm Hosp, Dept Med Oncol, Sch Med, Shanghai 200433, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Ren, Shengxiang
Chen, Yaqi
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Chen, Yaqi
Liu, Anyi
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Liu, Anyi
Wu, Qi
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Wu, Qi
Jiang, Tao
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h-index: 0
机构:
Tongji Univ, Shanghai Pulm Hosp, Dept Med Oncol, Sch Med, Shanghai 200433, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Jiang, Tao
Lv, Panjing
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机构:
Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Basic Med, Dept Pathogen Biol, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Lv, Panjing
Song, Da
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Song, Da
Hu, Fuqing
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Huazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Hu, Fuqing
Lan, Jingqing
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机构:
Huazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Lan, Jingqing
Sun, Li
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Oncol, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Sun, Li
Zheng, Xue
论文数: 0引用数: 0
h-index: 0
机构:
Wuhan Blood Ctr, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Zheng, Xue
Luo, Xuelai
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Luo, Xuelai
Chu, Qian
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Oncol, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Chu, Qian
Jia, Keyi
论文数: 0引用数: 0
h-index: 0
机构:
Tongji Univ, Shanghai Pulm Hosp, Dept Med Oncol, Sch Med, Shanghai 200433, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Jia, Keyi
Li, Yan
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Basic Med, Dept Pathogen Biol, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Li, Yan
Wang, Jun
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, Tongji Med Coll, Dept Pathol, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Wang, Jun
Zou, Caicun
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h-index: 0
机构:
Tongji Univ, Shanghai Pulm Hosp, Dept Med Oncol, Sch Med, Shanghai 200433, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Zou, Caicun
Hu, Junbo
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h-index: 0
机构:
Huazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
Hu, Junbo
Wang, Guihua
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Huazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R ChinaHuazhong Univ Sci & Technol, Tongji Hosp, GI Canc Res Inst, Tongji Med Coll, Wuhan 430030, Peoples R China
机构:
Albert Einstein Coll Med, Dept Syst & Computat Biol, 1300 Morris Pk Ave, Bronx, NY 10461 USA
Albert Einstein Coll Med, Dept Biochem, 1300 Morris Pk Ave, Bronx, NY 10461 USAAlbert Einstein Coll Med, Dept Syst & Computat Biol, 1300 Morris Pk Ave, Bronx, NY 10461 USA
Shrestha, Rojan
Garrett, Sarah C.
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h-index: 0
机构:
Albert Einstein Coll Med, Dept Biochem, 1300 Morris Pk Ave, Bronx, NY 10461 USAAlbert Einstein Coll Med, Dept Syst & Computat Biol, 1300 Morris Pk Ave, Bronx, NY 10461 USA
Garrett, Sarah C.
Almo, Steven C.
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h-index: 0
机构:
Albert Einstein Coll Med, Dept Biochem, 1300 Morris Pk Ave, Bronx, NY 10461 USAAlbert Einstein Coll Med, Dept Syst & Computat Biol, 1300 Morris Pk Ave, Bronx, NY 10461 USA
Almo, Steven C.
Fiser, Andras
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h-index: 0
机构:
Albert Einstein Coll Med, Dept Syst & Computat Biol, 1300 Morris Pk Ave, Bronx, NY 10461 USA
Albert Einstein Coll Med, Dept Biochem, 1300 Morris Pk Ave, Bronx, NY 10461 USAAlbert Einstein Coll Med, Dept Syst & Computat Biol, 1300 Morris Pk Ave, Bronx, NY 10461 USA
机构:
St Joseph Univ Beirut, Fac Med, Hematol Oncol Dept, Beirut, LebanonSt Joseph Univ Beirut, Fac Med, Hematol Oncol Dept, Beirut, Lebanon
Saleh, Khalil
Khalifeh-Saleh, Nadine
论文数: 0引用数: 0
h-index: 0
机构:
St Joseph Univ Beirut, Fac Med, Hematol Oncol Dept, Beirut, LebanonSt Joseph Univ Beirut, Fac Med, Hematol Oncol Dept, Beirut, Lebanon
Khalifeh-Saleh, Nadine
Kourie, Hampig Raphael
论文数: 0引用数: 0
h-index: 0
机构:
St Joseph Univ Beirut, Fac Med, Hematol Oncol Dept, Beirut, Lebanon
St Joseph Univ Beirut, Fac Med, Unite Genet Med, Beirut, LebanonSt Joseph Univ Beirut, Fac Med, Hematol Oncol Dept, Beirut, Lebanon