In Silico Molecular Docking and Molecular Dynamic Simulation of Potential Inhibitors of 3C-like Main Proteinase (3CLpro) from Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) Using Selected African Medicinal Plants

The Severe Acute Respiratory Syndrome 2 (SARS-CoV-2) is an infectious virus that causes mild to severe life-threatening upper respiratory tract infection. The virus emerged in Wuhan, China in 2019, and later spread across the globe. Its genome has been completely sequenced and based on the genomic i...

Full description

Saved in:
Bibliographic Details
Published inChemRxiv
Main Authors Qazi, Sahar, Alhaji Isa, Mustafa, Mustapha, Adam, Raza, Khalid, Allamin, Ibrahim Alkali, Ibrahim, Muhammad M, Mohammed, Mohammed Mustapha
Format Paper
LanguageEnglish
Edition1
Subjects
Online AccessGet full text
ISSN2573-2293
DOI10.26434/chemrxiv.12480434.v1

Cover

Abstract The Severe Acute Respiratory Syndrome 2 (SARS-CoV-2) is an infectious virus that causes mild to severe life-threatening upper respiratory tract infection. The virus emerged in Wuhan, China in 2019, and later spread across the globe. Its genome has been completely sequenced and based on the genomic information, the virus possessed 3C-Like Main Protease (3CLpro), an essential multifunctional enzyme that plays a vital role in the replication and transcription of the virus by cleaving polyprotein at eleven various sites to produce different non-structural proteins. This makes the protein an important target for drug design and discovery. Herein, we analyzed the interaction between the 3CLpro and potential inhibitory compounds identified from the extracts of Zingiber offinale and Anacardium occidentale using in silico docking and Molecular Dynamics (MD) Simulation. The crystal structure of SARS-CoV-2 main protease in complex with 02J (5-Methylisoxazole-3-carboxylic acid) and PEJ (composite ligand) (PDB Code: 6LU7,2.16Å) retrieved from Protein Data Bank (PDB) and subject to structure optimization and energy minimization. A total of twenty-nine compounds were obtained from the extracts of Zingiber offinale and the leaves of Anacardium occidentale. These compounds were screened for physicochemical (Lipinski rule of five, Veber rule, and Egan filter), Pan-Assay Interference Structure (PAINS), and pharmacokinetic properties to determine the Pharmaceutical Active Ingredients (PAIs). Of the 29 compounds, only nineteen (19) possessed drug-likeness properties with efficient oral bioavailability and less toxicity. These compounds subjected to molecular docking analysis to determine their binding energies with the 3CLpro. The result of the analysis indicated that the free binding energies of the compounds ranged between ˗5.08 and -10.24kcal/mol, better than the binding energies of 02j (-4.10kcal/mol) and PJE (-5.07kcal.mol). Six compounds (CID_99615 = -10.24kcal/mol, CID_3981360 = 9.75kcal/mol, CID_9910474 = -9.14kcal/mol, CID_11697907 = -9.10kcal/mol, CID_10503282 = -9.09kcal/mol and CID_620012 = -8.53kcal/mol) with good binding energies further selected and subjected to MD Simulation to determine the stability of the protein-ligand complex. The results of the analysis indicated that all the ligands form stable complexes with the protein, although, CID_9910474 and CID_10503282 had a better stability when compared to other selected phytochemicals (CID_99615, CID_3981360, CID_620012, and CID_11697907).
AbstractList The Severe Acute Respiratory Syndrome 2 (SARS-CoV-2) is an infectious virus that causes mild to severe life-threatening upper respiratory tract infection. The virus emerged in Wuhan, China in 2019, and later spread across the globe. Its genome has been completely sequenced and based on the genomic information, the virus possessed 3C-Like Main Protease (3CLpro), an essential multifunctional enzyme that plays a vital role in the replication and transcription of the virus by cleaving polyprotein at eleven various sites to produce different non-structural proteins. This makes the protein an important target for drug design and discovery. Herein, we analyzed the interaction between the 3CLpro and potential inhibitory compounds identified from the extracts of Zingiber offinale and Anacardium occidentale using in silico docking and Molecular Dynamics (MD) Simulation. The crystal structure of SARS-CoV-2 main protease in complex with 02J (5-Methylisoxazole-3-carboxylic acid) and PEJ (composite ligand) (PDB Code: 6LU7,2.16Å) retrieved from Protein Data Bank (PDB) and subject to structure optimization and energy minimization. A total of twenty-nine compounds were obtained from the extracts of Zingiber offinale and the leaves of Anacardium occidentale. These compounds were screened for physicochemical (Lipinski rule of five, Veber rule, and Egan filter), Pan-Assay Interference Structure (PAINS), and pharmacokinetic properties to determine the Pharmaceutical Active Ingredients (PAIs). Of the 29 compounds, only nineteen (19) possessed drug-likeness properties with efficient oral bioavailability and less toxicity. These compounds subjected to molecular docking analysis to determine their binding energies with the 3CLpro. The result of the analysis indicated that the free binding energies of the compounds ranged between ˗5.08 and -10.24kcal/mol, better than the binding energies of 02j (-4.10kcal/mol) and PJE (-5.07kcal.mol). Six compounds (CID_99615 = -10.24kcal/mol, CID_3981360 = 9.75kcal/mol, CID_9910474 = -9.14kcal/mol, CID_11697907 = -9.10kcal/mol, CID_10503282 = -9.09kcal/mol and CID_620012 = -8.53kcal/mol) with good binding energies further selected and subjected to MD Simulation to determine the stability of the protein-ligand complex. The results of the analysis indicated that all the ligands form stable complexes with the protein, although, CID_9910474 and CID_10503282 had a better stability when compared to other selected phytochemicals (CID_99615, CID_3981360, CID_620012, and CID_11697907).
Author Allamin, Ibrahim Alkali
Raza, Khalid
Ibrahim, Muhammad M
Mohammed, Mohammed Mustapha
Mustapha, Adam
Qazi, Sahar
Alhaji Isa, Mustafa
Author_xml – sequence: 1
  givenname: Sahar
  surname: Qazi
  fullname: Qazi, Sahar
– sequence: 2
  givenname: Mustafa
  orcidid: 0000-0003-0074-5902
  surname: Alhaji Isa
  fullname: Alhaji Isa, Mustafa
  organization: University of Maiduguri
– sequence: 3
  givenname: Adam
  surname: Mustapha
  fullname: Mustapha, Adam
– sequence: 4
  givenname: Khalid
  surname: Raza
  fullname: Raza, Khalid
– sequence: 5
  givenname: Ibrahim Alkali
  surname: Allamin
  fullname: Allamin, Ibrahim Alkali
– sequence: 6
  givenname: Muhammad M
  surname: Ibrahim
  fullname: Ibrahim, Muhammad M
– sequence: 7
  givenname: Mohammed Mustapha
  surname: Mohammed
  fullname: Mohammed, Mohammed Mustapha
BookMark eNpNkd1O3DAQRq2qlUopj4A0l3CRxb9Z53IVaLvSrlgR4BY5zri4JPbKzq66r8uTEARIXI3m6OibT5of5GuIAQk5ZXTGSynkhX3EIf33-xnjUtOJzPbsCzniai4KzivxnZzk_I9SyhVjTKoj8rwM0Pje2wjr2KPd9SbBZbRPPvwFE7rP9BDM4O2kD9M--hggOtjEEcPoTQ_L8OhbP8aUX7moi94_IayND7BJk-WDyQhnol5tUzwHl-IADe4xISzsbkS4wbz1yUwJB2gOoZsEhDqmGMzep10uOJw1i5umqON9wc_hLr-WbHAqOGIHC5e8NQHW2Hk7Heth05sw5p_kmzN9xpP3eUyaX1e39Z9idf17WS9WhdWaFVqxtiutVqh5JalrNTKhmKVsTqVxrq2EZkqVOGdKY4lSilYyJyRrq0pxcUzoW-rHDx62yQ8mHR5KaufSainLqnOSKaROStop8QJmAYls
ContentType Paper
DBID CQEMM
DOI 10.26434/chemrxiv.12480434.v1
DatabaseName ChemRxiv
DatabaseTitleList
Database_xml – sequence: 1
  dbid: CQEMM
  name: ChemRxiv
  url: https://chemrxiv.org/engage/chemrxiv/public-dashboard
  sourceTypes: Open Access Repository
DeliveryMethod fulltext_linktorsrc
Discipline Chemistry
EISSN 2573-2293
Edition 1
ExternalDocumentID 60c74c84469df415e0f440d5
GroupedDBID AFKRA
ALMA_UNASSIGNED_HOLDINGS
BENPR
CCPQU
CQEMM
PHGZT
PIMPY
ID FETCH-LOGICAL-c881-851bd6c85e82940fb8e1351c01704affb9381556e7158e6e443b41f341b99523
IEDL.DBID CQEMM
IngestDate Fri Mar 14 12:02:40 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed false
IsScholarly false
Keywords Physicochemical
In silico
SARS-CoV-2
MD Simulation
Molecular Docking
Pharmacokinetic
Language English
License https://creativecommons.org/licenses/by-nc-nd/4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c881-851bd6c85e82940fb8e1351c01704affb9381556e7158e6e443b41f341b99523
Notes We have no conflict of interest
ORCID 0000-0003-0074-5902
OpenAccessLink https://chemrxiv.org/engage/chemrxiv/article-details/60c74c84469df415e0f440d5
ParticipantIDs chemrxiv_primary_60c74c84469df415e0f440d5
PublicationTitle ChemRxiv
SSID ssj0002511145
Score 1.2921948
SecondaryResourceType preprint
Snippet The Severe Acute Respiratory Syndrome 2 (SARS-CoV-2) is an infectious virus that causes mild to severe life-threatening upper respiratory tract infection. The...
SourceID chemrxiv
SourceType Open Access Repository
SubjectTerms Bioinformatics and Computational Biology
Chemistry
Drug Discovery and Drug Delivery Systems
Microbiology
Title In Silico Molecular Docking and Molecular Dynamic Simulation of Potential Inhibitors of 3C-like Main Proteinase (3CLpro) from Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) Using Selected African Medicinal Plants
URI https://chemrxiv.org/engage/chemrxiv/article-details/60c74c84469df415e0f440d5
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3PT9swFLa69sBxgyE2AXqHHejBI20c1zmiiAqmBZVmQ9yQHT9vEcVFbVrt7-Uv4blJgcsOXJ8sx4pf8n32-_Ex9s2owLJL5FYmyEVqLTdxKbmL0WgUIxtt9FPyK3nxW_y4TW47LN_WwtBKHxb_qvUmiI_-D31UL7bT9mXyJrtyeSqjciRKRSea1DpCIoycEJFNPrAeuVngS73s-jzPXy5dAp8eiKSp5CEqEIvXBxLQqYgs39cbfZjW_AZsxh9Zb6IfcfGJddDvsp1sK8m2x54uPRTVjDYP8q2sLRBMhOtu0N6-tTZK8zT8oRXogrmDybwO2UF6Bpf-b2WqILUT7HHGZ9U9Qq4rD5PQuqHyBG9wEmc_6Rfbh1CFAgWS3yOclasaYfoao4eibXsAWeiHoNfVYrXkQzgpzqYFz-Y3fNiHTW4CTRHCBGih0SfykDexfVpRkE-ql59ZMT7_lV3wVqSBl0oNOBE2Y2WpElTDVETOKAyaf2VoyyO0cyYlSpAkEkeDRKFEIWIjBo6w06QpHYL3WdfPPR4wkEY5p53VGlGksdQ0VZBBoyOVVdbYL6y_3ZS7x6YTx93_HODrO8Yesm69WOERcYvaHLce8wyXntOE
linkProvider ChemRxiv
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1BT9swFLYYPXDcBhNMbHuHHejBI20c1zmiCNRuDSqETdwqO34eEcVFbVrt9-6X7LlJgQuHXZ8sx4pf8n3Pz-99jH01KrDsErmVCXKRWstNXEruYjQaxcBGG_2U_FIOf4rvt8ntDsu3tTC00ofFn2q9SeKj_00f1ZPttH2ZvLlduTyVUTkQpaKIJrWOkAgjJ0RkkzesQ27Wp1isk12d5_nToUvg0z2RNJU8RAVi8fxAAjoVkeXbeqMP05pfgM3FW9aZ6EdcvGM76N-zvWwrybbP_o48FNWMNg_yrawtEEyE427Q3r60NkrzNPyhFeiCuYPJvA63g_QMRv6uMlWQ2gn2OOOz6h4h15WHSWjdUHmCNziJszH9YrsQqlCgQPJ7hLNyVSNcP-fooWjbHkAW-iHodbVYLXkfToqz64Jn81-834XN3QSaIqQJ0EKjT-Qhb3L7tKIgn1QvD1hxcX6TDXkr0sBLpXqcCJuxslQJqn4qImcUBs2_MrTlEdo5kxIlSBKJg16iUKIQsRE9R9hp0pSC4A9s1889HjKQRjmnndUaUaSx1DRVkEGjkMoqa-wR6243ZfrYdOKYvuYAH_9j7Be2N7zJx9Px6PLHMdutFyv8RDyjNp9b7_kHnczWcg
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlZ1Lc5swEMfVNJ5pj31O2-lDhx7iwwZsBIZjhsQTtyFDQ9vJLSMhKWFqAwO2p5-3n6QrAbYvPfRmLxqs-YG8u3rsn5DPIjRRdq5ABr4CFkkJwssD0J4SXLGZdK1-SnIdXP5gX27926NH6XAWBnu6an4XW7uIr8p7HFQOr4thsml33cHQUq1bp2pqU2XbTnRb8TIncPMZy0NMcyKp0T0pVzPmSt8ZlKacooS2WCJoWA0StCDx3wd9BWD6fmjtVOGx-aoX04JKQ12tzU4evoSifChEYWRxjN3LYVn8UrDCnB5smQX8uVZZO34Fc2AE0N-pRgHPN2sFzX45HYYKBZCb0gV8WzSbFqbQYn6LJtjiZ7MV_h5aK5CjJHCrJFRCvwqP_amXZvPMaS31YzLCkTbFMT-Kv10kyW7eyaQUE-Z3h5kwGvLYnjn6-tBFy-nWSuT05gN_O39GRimvVfOcHKnyBXkaD6p0L8mfRUkzi5UmA0B63mGliPXQ2mHF5gNWWmmaDljpYofV2L3YYqUJYqXpDis98eIrxDqmhivNLFd6ZrjSmz1XmvVcaXzIlZ5kZzcZxNVPmI6p3Z6Bt-jA0k6iqaTJAJamFuwrks0vvseX0OtUQB6GE8CYVcggD30VTiPmahEqI3uYm8pEjGstIoyKfD9Qs4kfqkAx5gk20Rg-iCjyp95rclxWpXpDaCBCrbmWnCvFIi_geCujBIdZpQylkG_JeHgod3VXjOTuX6_7u_9o-4k8Sc_nd1eL66_vyfG62agPGGmtxcf-5fkLxvQ4iQ
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=In+Silico+Molecular+Docking+and+Molecular+Dynamic+Simulation+of+Potential+Inhibitors+of+3C-like+Main+Proteinase+%283CLpro%29+from+Severe+Acute+Respiratory+Syndrome+Coronavirus-2+%28SARS-CoV-2%29+Using+Selected+African+Medicinal+Plants&rft.jtitle=ChemRxiv&rft.au=Qazi%2C+Sahar&rft.au=Alhaji+Isa%2C+Mustafa&rft.au=Mustapha%2C+Adam&rft.au=Raza%2C+Khalid&rft.eissn=2573-2293&rft_id=info:doi/10.26434%2Fchemrxiv.12480434.v1&rft.externalDocID=60c74c84469df415e0f440d5
thumbnail_s http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=https%3A%2F%2Fchemrxiv.org%2Fengage%2Fapi-gateway%2Fchemrxiv%2Fassets%2Forp%2Fresource%2Fitem%2F60c74c84469df415e0f440d5%2FsmallThumb%2Fin-silico-molecular-docking-and-molecular-dynamic-simulation-of-potential-inhibitors-of-3c-like-main-proteinase-3c-lpro-from-severe-acute-respiratory-syndrome-coronavirus-2-sars-co-v-2-using-selected-african-medicinal-plants.jpg