Screening of Potential Inhibitors Targeting the Main Protease Structure of SARS-CoV-2 via Molecular Docking, and Approach with Molecular Dynamics, RMSD, RMSF, H-Bond, SASA and MMGBSA

被引:78
作者
da Fonseca, Aluisio Marques [1 ]
Caluaco, Bernardino Joaquim [2 ]
Madureira, Junilson Martinho Canjanja [2 ]
Cabongo, Sadrack Queque [2 ]
Gaieta, Eduardo Menezes [3 ]
Djata, Faustino [2 ]
Colares, Regilany Paulo [2 ]
Neto, Moises Maia [4 ]
Fernandes, Carla Freire Celedonio [3 ]
Marinho, Gabrielle Silva [5 ]
dos Santos, Helcio Silva [6 ]
Marinho, Emmanuel Silva [5 ]
机构
[1] Univ Integracao Int Lusofonia Afro Brasileira, Mestrado Academ Sociobiodivers & Tecnol Sustentave, Inst Engn & Desenvolvimento Sustentavel, Acarape, CE, Brazil
[2] Univ Integracao Int Lusofonia Afro Brasileira, Inst Ciencias Exatas & Nat, Acarape, CE, Brazil
[3] Fundacao Oswaldo Cruz Fiocruz, R Sao Jose,S-N-Precabura, BR-61773270 Eusebio, CE, Brazil
[4] Ctr Univ Fametro, Curso Grad Farm, Fortaleza, CE, Brazil
[5] Univ Estadual Ceara Ctr, Fac Filosofia Dom Aureliano Matos FAFIDAM, Limoeiro Do Norte, CE, Brazil
[6] Univ Estadual Vale Acarau, Curso Quim, Sobral, CE, Brazil
关键词
covid19; Receptor; Ligand; Molecular docking; Coronavirus; Virtual screening; CANCER; GLYCOLYSIS; EXPRESSION;
D O I
10.1007/s12033-023-00831-x
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
Severe Acute Respiratory Syndrome caused by a coronavirus is a recent viral infection. There is no scientific evidence or clinical trials to indicate that possible therapies have demonstrated results in suspected or confirmed patients. This work aims to perform a virtual screening of 1430 ligands through molecular docking and to evaluate the possible inhibitory capacity of these drugs about the M-pro protease of Covid-19. The selected drugs were registered with the FDA and available in the virtual drug library, widely used by the population. The simulation was performed using the MolAiCalD algorithm, with a Lamarckian genetic model (GA) combined with energy estimation based on rigid and flexible conformation grids. In addition, molecular dynamics studies were also performed to verify the stability of the receptor-ligand complexes formed through analyses of RMSD, RMSF, H-Bond, SASA, and MMGBSA. Compared to the binding energy of the synthetic redocking coupling (-6.8 kcal/mol/RMSD of 1.34 & ANGS;), which was considerably higher, it was then decided to analyze the parameters of only three ligands: ergotamine (-9.9 kcal/mol/RMSD of 2.0 & ANGS;), dihydroergotamine (-9.8 kcal/mol/RMSD of 1.46 & ANGS;) and olysio (-9.5 kcal/mol/RMSD of 1.5 & ANGS;). It can be stated that ergotamine showed the best interactions with the M-pro protease of Covid-19 in the in silico study, showing itself as a promising candidate for treating Covid-19.
引用
收藏
页码:1919 / 1933
页数:15
相关论文
共 30 条
[1]   SnapShot: TCGA-Analyzed Tumors [J].
Blum, Amy ;
Wang, Peggy ;
Zenklusen, Jean C. .
CELL, 2018, 173 (02) :530-530
[2]   Expression of HMGB2 indicates worse survival of patients and is required for the maintenance of Warburg effect in pancreatic cancer [J].
Cai, Xin ;
Ding, Hongjian ;
Liu, Yanxia ;
Pan, Gaofeng ;
Li, Qingguo ;
Yang, Zhen ;
Liu, Weiyan .
ACTA BIOCHIMICA ET BIOPHYSICA SINICA, 2017, 49 (02) :119-127
[3]   Expression of FOXA1 gene regulates the proliferation and invasion of human gastric cancer cells [J].
Dai, Yun ;
Yang, Guangming ;
Yang, Lie ;
Jiang, Li ;
Zheng, Guohua ;
Pan, Shuyin ;
Zhu, Chuming .
CELLULAR AND MOLECULAR BIOLOGY, 2021, 67 (02) :161-165
[4]   Non-Small Cell Lung Cancer: Epidemiology, Screening, Diagnosis, and Treatment [J].
Duma, Narjust ;
Santana-Davila, Rafael ;
Molina, Julian R. .
MAYO CLINIC PROCEEDINGS, 2019, 94 (08) :1623-1640
[5]   Hallmarks of Cancer: The Next Generation [J].
Hanahan, Douglas ;
Weinberg, Robert A. .
CELL, 2011, 144 (05) :646-674
[6]   Understanding the Warburg Effect: The Metabolic Requirements of Cell Proliferation [J].
Heiden, Matthew G. Vander ;
Cantley, Lewis C. ;
Thompson, Craig B. .
SCIENCE, 2009, 324 (5930) :1029-1033
[7]   UHRF1 promotes aerobic glycolysis and proliferation via suppression of SIRT4 in pancreatic cancer [J].
Hu, Qiangsheng ;
Qin, Yi ;
Ji, Shunrong ;
Xu, Wenyan ;
Liu, Wensheng ;
Sun, Qiqing ;
Zhang, Zheng ;
Liu, Mengqi ;
Ni, Quanxing ;
Yu, Xianjun ;
Xu, Xiaowu .
CANCER LETTERS, 2019, 452 :226-236
[8]   The transcription factor TEAD4 enhances lung adenocarcinoma progression through enhancing PKM2 mediated glycolysis [J].
Hu, Yan ;
Mu, Hanshuo ;
Deng, Zhiping .
CELL BIOLOGY INTERNATIONAL, 2021, 45 (10) :2063-2073
[9]   Cancer-cell-derived GABA promotes β-catenin-mediated tumour growth and immunosuppression [J].
Huang, De ;
Wang, Yan ;
Thompson, J. Will ;
Yin, Tao ;
Alexander, Peter B. ;
Qin, Diyuan ;
Mudgal, Poorva ;
Wu, Haiyang ;
Liang, Yaosi ;
Tan, Lianmei ;
Pan, Christopher ;
Yuan, Lifeng ;
Wan, Ying ;
Li, Qi-Jing ;
Wang, Xiao-Fan .
NATURE CELL BIOLOGY, 2022, 24 (02) :230-+
[10]   Enhanced Glycolysis Supports Cell Survival in EGFR-Mutant Lung Adenocarcinoma by Inhibiting Autophagy-Mediated EGFR Degradation [J].
Kim, Ji Hye ;
Nam, Boas ;
Choi, Yun Jung ;
Kim, Seon Ye ;
Lee, Jung-Eun ;
Sung, Ki Jung ;
Kim, Woo Sung ;
Choi, Chang-Min ;
Chang, Eun-Ju ;
Koh, Jae Soo ;
Song, Joon Seon ;
Yoon, Shinkyo ;
Lee, Jae Cheol ;
Rho, Jin Kyung ;
Son, Jaekyoung .
CANCER RESEARCH, 2018, 78 (16) :4482-4496