Matrix metalloproteinase/Fas ligand (MMP/FasL) interaction dynamics in COVID-19: An in silico study and neuroimmune perspective

被引:20
作者
Saleki, Kiarash [1 ,2 ,3 ,4 ]
Aram, Cena [5 ]
Alijanizadeh, Parsa [1 ,3 ]
Khanmirzaei, Mohammad Hossein [6 ,7 ]
Vaziri, Zahra [1 ,3 ]
Ramzankhah, Mohammad [1 ,3 ]
Azadmehr, Abbas [4 ,8 ]
机构
[1] Babol Univ Med Sci, Student Res Comm, Babol, Iran
[2] Shahid Beheshti Univ Med Sci SBMU, Virtual Sch Med Educ & Management, Dept Elearning, Tehran, Iran
[3] Babol Univ Med Sci, USERN Off, Babol, Iran
[4] Natl Elite Fdn, Mazandaran Prov Branch, Mazandaran, Iran
[5] Kharazmi Univ, Fac Biol Sci, Dept Cell & Mol Biol, Tehran 3197937551, Iran
[6] Univ Tehran Med Sci, Sch Med, Babol, Iran
[7] Universal Sci Educ & Res Network USERN, Tehran, Iran
[8] Babol Univ Med Sci, Dept Immunol, Babol, Iran
关键词
Matrix metalloproteinase; Fasa ligand (FasL); Hyperinflammation; COVID-19; Immunoinformatics; TISSUE INHIBITOR; SERUM-LEVELS; EXPRESSION; TIMP-1; MODEL; MMP-9; MATRIX-METALLOPROTEINASE-9; APOPTOSIS; CYTOKINES; EXTRACT;
D O I
10.1016/j.heliyon.2024.e30898
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: The initiator of cytokine storm in Coronavirus disease (COVID-19) is still unknown. We recently suggested a complex interaction of matrix metalloproteinases (MMPs), Fas ligand (FasL), and viral entry factors could be responsible for the cytokine outrage In COVID-19. We explored the molecular dynamics of FasL/MMP7-9 in COVID-19 conditions in silico and provide neuroimmune insights for future. Methods: We enrolled and analyzed a clinical cohort of COVID-19 patients, and recorded their blood Na + levels and temperature at admission. A blood-like molecular dynamics simulation (MDS) box was then built. Four conditions were studied; MMP7/FasL (healthy), MMP7/FasL (COVID-19), MMP9-FasL (healthy), and MMP9/FasL (COVID-19). MDS was performed by GROningen MAchine for Chemical Simulation (GROMACS). We analyzed bonds, short-range energies, and free binding energies to draw conclusions on the interaction of MMP7/MMP9 and FasL to gain insights into COVID-19 immunopathology. Genevestigator was used study RNA-seq/ microarray expression data of MMPs in the cells of immune and nervous systems. Finally, epitopes of MMP/FasL complexes were identified as drug targets by machine learning (ML) tools. Results: MMP7-FasL (Healthy), MMP7-FasL (COVID-19), MMP9-FasL (Healthy), and MMP9-FasL (COVID-19) systems showed 0, 1, 4, and 2 salt bridges, indicating MMP9 had more salt bridges. Moreover, in both COVID-19 and normal conditions, the number of interacting residues and surface area was higher for MMP9 compared to MMP7 group. The COVID-19 MMP9-FasL group had more H-bonds compared to MMP7-FasL group (12 vs. 7). 15 epitopes for FasL-MMP9 and 10 epitopes for FasL-MMP7 were detected. Extended MD simulation for 100 ns confirmed stronger binding of MMP9 based on Molecular Mechanics Generalized Borne Surface analysis (MM-GBSA) and Coul and Leonard-Jones (LJ) short-range energies. Conclusions: MMP9 interacts stronger than MMP7 with FasL, however, both molecules maintained strong interaction through the MDS. We suggested epitopes for MMP-FasL complexes as valuable therapeutic targets in COVID-19. These data could be utilized in future immune drug and protein design and repurposing efforts.
引用
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页数:20
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