Cargando…

Homology Modelling, Molecular Docking and Molecular Dynamics Simulation Studies of CALMH1 against Secondary Metabolites of Bauhinia variegata to Treat Alzheimer’s Disease

Calcium homeostasis modulator 1 (CALHM1) is a protein responsible for causing Alzheimer’s disease. In the absence of an experimentally designed protein molecule, homology modelling was performed. Through homology modelling, different CALHM1 models were generated and validated through Rampage. To car...

Descripción completa

Detalles Bibliográficos
Autores principales: Khare, Noopur, Maheshwari, Sanjiv Kumar, Rizvi, Syed Mohd Danish, Albadrani, Hind Muteb, Alsagaby, Suliman A., Alturaiki, Wael, Iqbal, Danish, Zia, Qamar, Villa, Chiara, Jha, Saurabh Kumar, Jha, Niraj Kumar, Jha, Abhimanyu Kumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9220886/
https://www.ncbi.nlm.nih.gov/pubmed/35741655
http://dx.doi.org/10.3390/brainsci12060770
_version_ 1784732484146036736
author Khare, Noopur
Maheshwari, Sanjiv Kumar
Rizvi, Syed Mohd Danish
Albadrani, Hind Muteb
Alsagaby, Suliman A.
Alturaiki, Wael
Iqbal, Danish
Zia, Qamar
Villa, Chiara
Jha, Saurabh Kumar
Jha, Niraj Kumar
Jha, Abhimanyu Kumar
author_facet Khare, Noopur
Maheshwari, Sanjiv Kumar
Rizvi, Syed Mohd Danish
Albadrani, Hind Muteb
Alsagaby, Suliman A.
Alturaiki, Wael
Iqbal, Danish
Zia, Qamar
Villa, Chiara
Jha, Saurabh Kumar
Jha, Niraj Kumar
Jha, Abhimanyu Kumar
author_sort Khare, Noopur
collection PubMed
description Calcium homeostasis modulator 1 (CALHM1) is a protein responsible for causing Alzheimer’s disease. In the absence of an experimentally designed protein molecule, homology modelling was performed. Through homology modelling, different CALHM1 models were generated and validated through Rampage. To carry out further in silico studies, through molecular docking and molecular dynamics simulation experiments, various flavonoids and alkaloids from Bauhinia variegata were utilised as inhibitors to target the protein (CALHM1). The sequence of CALHM1 was retrieved from UniProt and the secondary structure prediction of CALHM1 was done through CFSSP, GOR4, and SOPMA methods. The structure was identified through LOMETS, MUSTER, and MODELLER and finally, the structures were validated through Rampage. Bauhinia variegata plant was used to check the interaction of alkaloids and flavonoids against CALHM1. The protein and protein–ligand complex were also validated through molecular dynamics simulations studies. The model generated through MODELLER software with 6VAM A was used because this model predicted the best results in the Ramachandran plot. Further molecular docking was performed, quercetin was found to be the most appropriate candidate for the protein molecule with the minimum binding energy of −12.45 kcal/mol and their ADME properties were analysed through Molsoft and Molinspiration. Molecular dynamics simulations showed that CALHM1 and CALHM1–quercetin complex became stable at 2500 ps. It may be seen through the study that quercetin may act as a good inhibitor for treatment. With the help of an in silico study, it was easier to analyse the 3D structure of the protein, which may be scrutinized for the best-predicted model. Quercetin may work as a good inhibitor for treating Alzheimer’s disease, according to in silico research using molecular docking and molecular dynamics simulations, and future in vitro and in vivo analysis may confirm its effectiveness.
format Online
Article
Text
id pubmed-9220886
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-92208862022-06-24 Homology Modelling, Molecular Docking and Molecular Dynamics Simulation Studies of CALMH1 against Secondary Metabolites of Bauhinia variegata to Treat Alzheimer’s Disease Khare, Noopur Maheshwari, Sanjiv Kumar Rizvi, Syed Mohd Danish Albadrani, Hind Muteb Alsagaby, Suliman A. Alturaiki, Wael Iqbal, Danish Zia, Qamar Villa, Chiara Jha, Saurabh Kumar Jha, Niraj Kumar Jha, Abhimanyu Kumar Brain Sci Article Calcium homeostasis modulator 1 (CALHM1) is a protein responsible for causing Alzheimer’s disease. In the absence of an experimentally designed protein molecule, homology modelling was performed. Through homology modelling, different CALHM1 models were generated and validated through Rampage. To carry out further in silico studies, through molecular docking and molecular dynamics simulation experiments, various flavonoids and alkaloids from Bauhinia variegata were utilised as inhibitors to target the protein (CALHM1). The sequence of CALHM1 was retrieved from UniProt and the secondary structure prediction of CALHM1 was done through CFSSP, GOR4, and SOPMA methods. The structure was identified through LOMETS, MUSTER, and MODELLER and finally, the structures were validated through Rampage. Bauhinia variegata plant was used to check the interaction of alkaloids and flavonoids against CALHM1. The protein and protein–ligand complex were also validated through molecular dynamics simulations studies. The model generated through MODELLER software with 6VAM A was used because this model predicted the best results in the Ramachandran plot. Further molecular docking was performed, quercetin was found to be the most appropriate candidate for the protein molecule with the minimum binding energy of −12.45 kcal/mol and their ADME properties were analysed through Molsoft and Molinspiration. Molecular dynamics simulations showed that CALHM1 and CALHM1–quercetin complex became stable at 2500 ps. It may be seen through the study that quercetin may act as a good inhibitor for treatment. With the help of an in silico study, it was easier to analyse the 3D structure of the protein, which may be scrutinized for the best-predicted model. Quercetin may work as a good inhibitor for treating Alzheimer’s disease, according to in silico research using molecular docking and molecular dynamics simulations, and future in vitro and in vivo analysis may confirm its effectiveness. MDPI 2022-06-12 /pmc/articles/PMC9220886/ /pubmed/35741655 http://dx.doi.org/10.3390/brainsci12060770 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Khare, Noopur
Maheshwari, Sanjiv Kumar
Rizvi, Syed Mohd Danish
Albadrani, Hind Muteb
Alsagaby, Suliman A.
Alturaiki, Wael
Iqbal, Danish
Zia, Qamar
Villa, Chiara
Jha, Saurabh Kumar
Jha, Niraj Kumar
Jha, Abhimanyu Kumar
Homology Modelling, Molecular Docking and Molecular Dynamics Simulation Studies of CALMH1 against Secondary Metabolites of Bauhinia variegata to Treat Alzheimer’s Disease
title Homology Modelling, Molecular Docking and Molecular Dynamics Simulation Studies of CALMH1 against Secondary Metabolites of Bauhinia variegata to Treat Alzheimer’s Disease
title_full Homology Modelling, Molecular Docking and Molecular Dynamics Simulation Studies of CALMH1 against Secondary Metabolites of Bauhinia variegata to Treat Alzheimer’s Disease
title_fullStr Homology Modelling, Molecular Docking and Molecular Dynamics Simulation Studies of CALMH1 against Secondary Metabolites of Bauhinia variegata to Treat Alzheimer’s Disease
title_full_unstemmed Homology Modelling, Molecular Docking and Molecular Dynamics Simulation Studies of CALMH1 against Secondary Metabolites of Bauhinia variegata to Treat Alzheimer’s Disease
title_short Homology Modelling, Molecular Docking and Molecular Dynamics Simulation Studies of CALMH1 against Secondary Metabolites of Bauhinia variegata to Treat Alzheimer’s Disease
title_sort homology modelling, molecular docking and molecular dynamics simulation studies of calmh1 against secondary metabolites of bauhinia variegata to treat alzheimer’s disease
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9220886/
https://www.ncbi.nlm.nih.gov/pubmed/35741655
http://dx.doi.org/10.3390/brainsci12060770
work_keys_str_mv AT kharenoopur homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT maheshwarisanjivkumar homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT rizvisyedmohddanish homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT albadranihindmuteb homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT alsagabysulimana homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT alturaikiwael homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT iqbaldanish homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT ziaqamar homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT villachiara homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT jhasaurabhkumar homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT jhanirajkumar homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease
AT jhaabhimanyukumar homologymodellingmoleculardockingandmoleculardynamicssimulationstudiesofcalmh1againstsecondarymetabolitesofbauhiniavariegatatotreatalzheimersdisease