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Soliman SSM, Hamoda AM, Nayak Y, Mostafa A, Hamdy R. Novel compounds with dual inhibition activity against SARS-CoV-2 critical enzymes RdRp and human TMPRSS2. Eur J Med Chem 2024; 276:116671. [PMID: 39004019 DOI: 10.1016/j.ejmech.2024.116671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 07/05/2024] [Accepted: 07/09/2024] [Indexed: 07/16/2024]
Abstract
COVID-19 caused major worldwide problems. The spread of variants and limited treatment encouraged the design of novel anti-SARS-CoV-2 compounds. A series of compounds RH1-23 were designed to dually target RNA-dependent RNA polymerase (RdRp) and transmembrane serine protease 2 (TMPRSS2). Compared to remdesivir, in vitro screening indicated the highest selectivity and potent activity of RH11-13 with half maximum inhibitory concentration (IC50) 3.9, 5.7, and 19.72 nM, respectively. RH11-12 showed superior inhibition activity against TMPRSS2 and RdRP with IC50 (1.7 and 4.2), and (6.1 and 4.42) nM, respectively. WaterMap analysis and molecular dynamics studies demonstrated the superior enzyme binding activity of RH11 and RH12. On Vero-E6 cells, RH11 and RH12 significantly inhibited the viral replication with 66 % and 63.2 %, and viral adsorption with 44 % and 65 %, alongside virucidal effect with 51.40 % and 90.5 %, respectively. Furthermore, the potent activity of RH12 was tested on TMPRSS2-expressing cells (Calu-3) compared to camostat. RH12 exhibited selectivity index (26.05) similar to camostat (28.01) and comparable to its SI on Vero-E6 cells (22.6). RH12 demonstrated also a significant inhibition of the viral adsorption on Calu-3 cells with 60 % inhibition at 30 nM. The designed compounds exhibited good physiochemical properties. These findings indicate a broad-spectrum antiviral efficacy of the designed compounds, particularly RH12, with a promise for further development.
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Affiliation(s)
- Sameh S M Soliman
- Research Institute for Medical and Health Sciences, University of Sharjah, P.O. Box 27272, Sharjah, United Arab Emirates; College of Pharmacy, University of Sharjah, P.O. Box 27272, Sharjah, United Arab Emirates.
| | - Alshaimaa M Hamoda
- Research Institute for Medical and Health Sciences, University of Sharjah, P.O. Box 27272, Sharjah, United Arab Emirates; College of Medicine, University of Sharjah, P.O. Box 27272, Sharjah, United Arab Emirates; Department of Pharmacognosy, Faculty of Pharmacy, Assiut University, Assiut, 71526, Egypt
| | - Yogendra Nayak
- Department of Pharmacology, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, India
| | - Ahmed Mostafa
- Center of Scientific Excellence for Influenza Viruses, National Research Centre, Giza, 12622, Egypt; Disease Intervention & Prevention and Host Pathogen Interactions Programs, Texas Biomedical Research Institute, San Antonio, TX, 78227, United States
| | - Rania Hamdy
- Research Institute for Medical and Health Sciences, University of Sharjah, P.O. Box 27272, Sharjah, United Arab Emirates; Faculty of Pharmacy, Zagazig University, Zagazig, 44519, Egypt
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2
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Ferreira JC, Villanueva AJ, Fadl S, Al Adem K, Cinviz ZN, Nedyalkova L, Cardoso THS, Andrade ME, Saksena NK, Sensoy O, Rabeh WM. Residues in the fructose-binding pocket are required for ketohexokinase-A activity. J Biol Chem 2024; 300:107538. [PMID: 38971308 PMCID: PMC11332825 DOI: 10.1016/j.jbc.2024.107538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 06/24/2024] [Accepted: 06/26/2024] [Indexed: 07/08/2024] Open
Abstract
Excessive fructose consumption is a primary contributor to the global surges in obesity, cancer, and metabolic syndrome. Fructolysis is not robustly regulated and is initiated by ketohexokinase (KHK). In this study, we determined the crystal structure of KHK-A, one of two human isozymes of KHK, in the apo-state at 1.85 Å resolution, and we investigated the roles of residues in the fructose-binding pocket by mutational analysis. Introducing alanine at D15, N42, or N45 inactivated KHK-A, whereas mutating R141 or K174 reduced activity and thermodynamic stability. Kinetic studies revealed that the R141A and K174A mutations reduced fructose affinity by 2- to 4-fold compared to WT KHK-A, without affecting ATP affinity. Molecular dynamics simulations provided mechanistic insights into the potential roles of the mutated residues in ligand coordination and the maintenance of an open state in one monomer and a closed state in the other. Protein-protein interactome analysis indicated distinct expression patterns and downregulation of partner proteins in different tumor tissues, warranting a reevaluation of KHK's role in cancer development and progression. The connections between different cancer genes and the KHK signaling pathway suggest that KHK is a potential target for preventing cancer metastasis. This study enhances our understanding of KHK-A's structure and function and offers valuable insights into potential targets for developing treatments for obesity, cancer, and metabolic syndrome.
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Affiliation(s)
- Juliana C Ferreira
- Science Division, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
| | - Adrian J Villanueva
- Science Division, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
| | - Samar Fadl
- Science Division, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
| | - Kenana Al Adem
- Science Division, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates
| | - Zeynep Nur Cinviz
- Graduate School of Engineering and Natural Sciences, Istanbul Medipol University, Istanbul, Turkey
| | - Lyudmila Nedyalkova
- Structural Genomics Consortium, University of Toronto, Toronto, Ontario, Canada
| | | | - Mario Edson Andrade
- Horticultural Sciences Department, University of Florida, Gainesville, Florida, USA
| | - Nitin K Saksena
- Institute for Health and Sport, Victoria University, Melbourne, Victoria, Australia
| | - Ozge Sensoy
- Graduate School of Engineering and Natural Sciences, Istanbul Medipol University, Istanbul, Turkey; Regenerative and Restorative Medicine Research Center (REMER), Research Institute for Health Sciences and Technologies (SABITA), Istanbul Medipol University, Istanbul, Turkey
| | - Wael M Rabeh
- Science Division, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates.
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3
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Kiba Y, Tanikawa T, Hayashi T, Yokogawa T, Sano A, Suzuki R, Kitamura M. Inhibitory effects of senkyuchachosan on SARS-CoV-2 papain-like protease activity in vitro. J Nat Med 2024; 78:784-791. [PMID: 38512650 DOI: 10.1007/s11418-024-01788-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 02/02/2024] [Indexed: 03/23/2024]
Abstract
Papain-like protease (PLpro) enzyme plays a vital role in viral replication as it breaks down polyproteins and disrupts the host's immune response. There are few reports on Kampo formulas that focus on PLpro activity. In this study, we evaluated the inhibitory effects of senkyuchachosan, a traditional Japanese medicine, on PLpro of SARS-CoV-2, the virus responsible for causing COVID-19. We purified the PLpro enzyme and conducted in vitro enzymatic assays using specific substrates. Among the nine crude drugs present in senkyuchachosan, four (Cyperi Rhizoma, Schizonepetae Spica, Menthae Herba, and Camelliae sinensis Folium [CsF]) strongly inhibited PLpro activity. CsF, derived from Camellia sinensis (green tea), contains polyphenols, including catechins and tannins. To confirm that the PLpro inhibitory effects of senkyuchachosan predominantly stem from tannins, the tannins were removed from the decoction using polyvinylpolypyrrolidone (PVPP). The inhibitory effect of senkyuchachosan on PLpro activity was reduced by the removal of PVPP. In addition, the tannin fraction obtained from the CsF extracts showed significant PLpro inhibitory effects. These findings lay the groundwork for the potential development of therapeutic agents that target SARS-CoV-2 infection by intervening in proteolytic cleavage of the virus.
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Affiliation(s)
- Yuka Kiba
- School of Pharmacy, Faculty of Pharmacy and Pharmaceutical Sciences, Josai University, 1-1, Keyakidai, Sakado, Saitama, 350-0295, Japan
| | - Takashi Tanikawa
- School of Pharmacy, Faculty of Pharmacy and Pharmaceutical Sciences, Josai University, 1-1, Keyakidai, Sakado, Saitama, 350-0295, Japan
| | - Tsuyoshi Hayashi
- Department of Virology II, National Institute of Infectious Diseases, Tokyo, Japan
| | - Takami Yokogawa
- School of Pharmacy, Faculty of Pharmacy and Pharmaceutical Sciences, Josai University, 1-1, Keyakidai, Sakado, Saitama, 350-0295, Japan
| | - Aiko Sano
- Department of Pharmaceutical Sciences, Faculty of Pharmaceutical Sciences, Josai University, 1-1, Keyakidai, Sakado, Saitama, 350-0295, Japan
| | - Ryuichiro Suzuki
- Department of Pharmaceutical Sciences, Faculty of Pharmaceutical Sciences, Josai University, 1-1, Keyakidai, Sakado, Saitama, 350-0295, Japan
| | - Masashi Kitamura
- School of Pharmacy, Faculty of Pharmacy and Pharmaceutical Sciences, Josai University, 1-1, Keyakidai, Sakado, Saitama, 350-0295, Japan.
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Shahid M, Alaofi AL, Ahmad Ansari M, Fayaz Ahmad S, Alsuwayeh S, Taha E, Raish M. Utilizing sinapic acid as an inhibitory antiviral agent against MERS-CoV PLpro. Saudi Pharm J 2024; 32:101986. [PMID: 38487020 PMCID: PMC10937238 DOI: 10.1016/j.jsps.2024.101986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 02/05/2024] [Indexed: 03/17/2024] Open
Abstract
Concerns about the social and economic collapse, high mortality rates, and stress on the healthcare system are developing due to the coronavirus onslaught in the form of various species and their variants. In the recent past, infections brought on by coronaviruses severe acute respiratory syndrome coronaviruses (SARS-CoV and SARS-CoV-2) as well as middle east respiratory syndrome coronavirus (MERS-CoV) have been reported. There is a severe lack of medications to treat various coronavirus types including MERS-CoV which is hazard to public health due to its ability for pandemic spread by human-to-human transmission. Here, we utilized sinapic acid (SA) against papain-like protease (PLpro), a crucial enzyme involved in MERS-CoV replication, because phytomedicine derived from nature has less well-known negative effects. The thermal shift assay (TSA) was used in the current study to determine whether the drug interact with the recombinant MERS-CoV PLpro. Also, inhibition assay was conducted as the hydrolysis of fluorogenic peptide from the Z-RLRGG-AMC-peptide bond in the presence of SA to determine the level of inhibition of the MERS-CoV PLpro. To study the structural binding efficiency Autodock Vina was used to dock SA to the MERS-CoV PLpro and results were analyzed using PyMOL and Maestro Schrödinger programs. Our results show a convincing interaction between SA and the MERS protease, as SA reduced MERS-CoV PLpro in a dose-dependent way IC50 values of 68.58 μM (of SA). The TSA showed SA raised temperature of melting to 54.61 °C near IC50 and at approximately 2X IC50 concentration (111.5 μM) the Tm for SA + MERS-CoV PLpro was 59.72 °C. SA was docked to MERS-CoV PLpro to identify the binding site. SA bound to the blocking loop (BL2) region of MERS-CoV PLpro interacts with F268, E272, V275, and P249 residues of MERS-CoV PLpro. The effectiveness of protease inhibitors against MERS-CoV has been established and SA is already known for broad range biological activity including antiviral properties; it can be a suitable candidate for anti-MERS-CoV treatment.
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Affiliation(s)
- Mudassar Shahid
- Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Ahmed L. Alaofi
- Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Mushtaq Ahmad Ansari
- Department of Phamacology and Toxicology, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia
| | - Sheikh Fayaz Ahmad
- Department of Phamacology and Toxicology, College of Pharmacy, King Saud University, P.O. Box 2457, Riyadh 11451, Saudi Arabia
| | - Saleh Alsuwayeh
- Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Ehab Taha
- Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Mohammad Raish
- Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
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Fakih TM, Darusman F, Apriliani R, Prahayati S, Ramadhan DSF, Fikri Hidayat A, Rizkita AD, Yuniarta TA. Predicting anti-COVID-19 potential: in silico analysis of Mauritine compound from Ziziphus-spina christi as a promising papain-like protease (PLpro) inhibitor. J Biomol Struct Dyn 2024:1-12. [PMID: 38529845 DOI: 10.1080/07391102.2024.2322627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 02/19/2024] [Indexed: 03/27/2024]
Abstract
The COVID-19 pandemic caused by the SARS-CoV-2 virus, recognized by the World Health Organization (WHO), has led to 164,523,894 confirmed cases and 3,412,032 deaths globally as of May 20, 2021. SARS-CoV-2 encodes crucial proteases for its replication cycle, including the papain-like protease (PLpro), presenting a potential target for developing COVID-19 treatments. Mauritine, a cyclopeptide alkaloid found in the Ziziphus-spina christi plant, exhibits antiviral properties and was investigated for its affinity and toxicity towards PLpro using molecular docking through MGLTools 1.5.6 with Autodock Tools 4.2. Preceding this, toxicity and ADME prediction were performed via Toxtree 3.1.0 software and SwissADME servers. Results from molecular docking revealed free binding energy values of -8.58; -7.73; -8.36; -6.07; -6.67; -7.83; -7.67; -7.40; and -6.87 Kcal/mol for Mauritine-A, Mauritine-B, Mauritine-C, Mauritine-D, Mauritine-F, Mauritine-H, Mauritine-J, Mauritine-L, and Mauritine-M, respectively. Correspondingly, inhibition constants were 0.51724; 2.14; 0.7398; 35.43; 12.95; 1.83; 2.38; 3.80; and 9.17 µM, respectively. Interactions observed included hydrogen bonds, hydrophobic interactions, and electrostatic interactions between the Mauritine compounds and the receptor. Mauritine-A and Mauritine-C emerged as a promising anti-COVID-19 candidate due to its superior affinity compared to other derivatives, as indicated by research findings. Interestingly, Mauritine-A and Mauritine-C exhibits notable stability as depicted by the RMSD and RMSF graphs, along with a considerable MM-PBSA binding free energy value of -162.431 and -137.500 kJ/mol, respectively.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Taufik Muhammad Fakih
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, Universitas Islam Bandung, Bandung, Indonesia
| | - Fitrianti Darusman
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, Universitas Islam Bandung, Bandung, Indonesia
- Department of Pharmaceutics and Pharmaceutical Technology, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, Indonesia
| | - Riry Apriliani
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, Universitas Islam Bandung, Bandung, Indonesia
| | - Syifa Prahayati
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, Universitas Islam Bandung, Bandung, Indonesia
| | | | - Aulia Fikri Hidayat
- Department of Pharmacy, Faculty of Mathematics and Natural Sciences, Universitas Islam Bandung, Bandung, Indonesia
| | - Aden Dhana Rizkita
- Department of Pharmacy, Sekolah Tinggi Ilmu Kesehatan (STIKES) Bogor Husada, Bogor, Indonesia
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Tegar Achsendo Yuniarta
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Surabaya, Surabaya, Indonesia
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Kattula B, Reddi B, Jangam A, Naik L, Adimoolam BM, Vavilapalli S, Are S, Thota JR, Jadav SS, Arifuddin M, Addlagatta A. Development of 2-chloroquinoline based heterocyclic frameworks as dual inhibitors of SARS-CoV-2 M Pro and PL Pro. Int J Biol Macromol 2023; 242:124772. [PMID: 37172706 PMCID: PMC10171901 DOI: 10.1016/j.ijbiomac.2023.124772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 04/21/2023] [Accepted: 05/03/2023] [Indexed: 05/15/2023]
Abstract
Evolution of new variants of SARS-CoV-2 warrant the need for the continued efforts in identifying target-oriented new drugs. Dual targeting agents against MPro and PLPro not only overcome the incomplete efficacy but also the drug resistance, which is common problem. Since both these are cysteine proteases, we designed 2-chloroquinoline based molecules with additional imine moiety in the middle as possible nucleophilic warheads. In the first round of design and synthesis, three molecules (C3, C4 and C5) inhibited (Ki < 2 μM) only MPro by binding covalently to C145 and one molecule (C10) inhibited both the proteases non-covalently (Ki < 2 μM) with negligible cytotoxicity. Further conversion of the imine in C10 to azetidinone (C11) improved the potency against both the enzymes in the nanomolar range (820 nM against MPro and 350 nM against PLPro) with no cytotoxicity. Conversion of imine to thiazolidinone (C12), reduced the inhibition by 3-5 folds against both the enzymes. Biochemical and computational studies suggest that C10-C12 bind in the substrate binding pocket of MPro and in the BL2 loop of the PLPro. Since these dual inhibitors have least cytotoxicity, they could be further explored as therapeutics against the SARS-CoV-2 and other analogous viruses.
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Affiliation(s)
- Bhavita Kattula
- Division of Applied Biology, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, Telangana, India; Academy of Scientific and Innovative Research (AcSIR), Rafi Marg, New Delhi 110001, India
| | - Bharati Reddi
- Division of Applied Biology, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, Telangana, India; Academy of Scientific and Innovative Research (AcSIR), Rafi Marg, New Delhi 110001, India
| | - Aruna Jangam
- Division of Applied Biology, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, Telangana, India; Academy of Scientific and Innovative Research (AcSIR), Rafi Marg, New Delhi 110001, India
| | - Lekhika Naik
- Department of Medicinal Chemistry, National Institute of Pharmaceutical Education and Research (NIPER), Hyderabad 500 037, Telangana, India
| | - Bala Manikanta Adimoolam
- Analytical and Structural Chemistry Department, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, Telangana, India; Academy of Scientific and Innovative Research (AcSIR), Rafi Marg, New Delhi 110001, India
| | - Suresh Vavilapalli
- Organic Synthesis and Process Chemistry, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, Telangana, India; Academy of Scientific and Innovative Research (AcSIR), Rafi Marg, New Delhi 110001, India
| | - Sayanna Are
- Division of Applied Biology, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, Telangana, India
| | - Jagadeshwar Reddy Thota
- Analytical and Structural Chemistry Department, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, Telangana, India; Organic Synthesis and Process Chemistry, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, Telangana, India
| | - Surender Singh Jadav
- Department of Natural Products and Medicinal Chemistry, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, Telangana, India; Academy of Scientific and Innovative Research (AcSIR), Rafi Marg, New Delhi 110001, India.
| | - Mohammed Arifuddin
- Department of Medicinal Chemistry, National Institute of Pharmaceutical Education and Research (NIPER), Hyderabad 500 037, Telangana, India.
| | - Anthony Addlagatta
- Division of Applied Biology, CSIR-Indian Institute of Chemical Technology, Hyderabad 500007, Telangana, India; Academy of Scientific and Innovative Research (AcSIR), Rafi Marg, New Delhi 110001, India.
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Arya R, Prashar V, Kumar M. Identification and characterization of aurintricarboxylic acid as a potential inhibitor of SARS-CoV-2 PLpro. Int J Biol Macromol 2023; 230:123347. [PMID: 36682650 PMCID: PMC9851725 DOI: 10.1016/j.ijbiomac.2023.123347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 12/20/2022] [Accepted: 01/16/2023] [Indexed: 01/21/2023]
Abstract
As the global health crisis due to evolution of mutations in SARS-CoV-2 continues, it is important to develop several effective antivirals to control the disease. Targeting papain-like protease (PLpro) of SARS-CoV-2 for drug development is a promising strategy due to its dual role in promoting viral replication and dysregulating host immune responses. Here, we screened a library of compounds to find potential inhibitors of PLpro. We find aurintricarboxylic acid (ATA) inhibits PLpro with Ki and IC50 values of 16 μM and 30 μM, respectively. The binding of ATA to PLpro was further characterized using isothermal titration calorimetry, differential scanning fluorimetry, dynamic light scattering and circular dichroism spectrometry. In vitro assays showed the antiviral potential of ATA with IC50 of 50 μM. In vivo efficacy was studied in Syrian hamsters and the results are being discussed.
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Affiliation(s)
- Rimanshee Arya
- Protein Crystallography Section, Radiation Biology & Health Sciences Division, Bhabha Atomic Research Centre, Mumbai 400085, India; Homi Bhabha National Institute, Anushakti Nagar, Mumbai 400094, India
| | - Vishal Prashar
- Protein Crystallography Section, Radiation Biology & Health Sciences Division, Bhabha Atomic Research Centre, Mumbai 400085, India; Homi Bhabha National Institute, Anushakti Nagar, Mumbai 400094, India
| | - Mukesh Kumar
- Protein Crystallography Section, Radiation Biology & Health Sciences Division, Bhabha Atomic Research Centre, Mumbai 400085, India; Homi Bhabha National Institute, Anushakti Nagar, Mumbai 400094, India.
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Taghizadeh SM, Ghoshoon MB, Ghasemi Y, Dehshahri A, Berenjian A, Ebrahiminezhad A. Efficiency of magnetic immobilization for recombinant Pichia pastoris cells harvesting over consecutive production cycles. SEP SCI TECHNOL 2022. [DOI: 10.1080/01496395.2022.2121725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Affiliation(s)
- Seyedeh-Masoumeh Taghizadeh
- Biotechnology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Pharmaceutical Biotechnology, School of Pharmacy, and Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | - Younes Ghasemi
- Biotechnology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
- Department of Pharmaceutical Biotechnology, School of Pharmacy, and Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ali Dehshahri
- Department of Pharmaceutical Biotechnology, School of Pharmacy, and Pharmaceutical Sciences Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Aydin Berenjian
- School of Engineering, Faculty of Science and Engineering, the University of Waikato, Shiraz, Hamilton, New Zealand
- Department of Agricultural and Biological Engineering, 221 Agricultural Engineering Building, Pennsylvania State University, University Park, PA, USA
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