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Wang X, Wang M, Lin Q, He L, Zhang B, Chen X, Chen G, Du H, Lang C, Peng X, Dai Y. Osteoblast-Derived ECM1 Promotes Anti-Androgen Resistance in Bone Metastatic Prostate Cancer. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024:e2407662. [PMID: 39563492 DOI: 10.1002/advs.202407662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Revised: 10/14/2024] [Indexed: 11/21/2024]
Abstract
Acquired resistance to hormonal therapy, particularly enzalutamide (ENZ), remains a significant obstacle in the treatment of advanced bone metastatic prostate cancer. Here, it is demonstrated that under ENZ treatment, osteoblasts in the bone microenvironment secrete increased levels of extracellular matrix protein 1 (ECM1), which affects surrounding prostate cancer cells, promoting tumor cell proliferation and anti-androgen resistance. Mechanistically, ECM1 interacts with the enolase 1 (ENO1) receptor on the prostate cancer cell membrane, leading to its phosphorylation at the Y189 site. This event further recruits adapter proteins including growth factor receptor-bound protein 2 (GRB2) and son of sevenless homolog 1 (SOS1), which activates the downstream mitogen-activated protein kinase (MAPK) signaling pathway to induce anti-androgen resistance. Furthermore, inhibiting ECM1 or utilizing the ENO1-targeting inhibitor phosphonoacetohydroxamate (PhAH) significantly restores tumor cell sensitivity to ENZ. Taken together, a potential mechanism is identified through which osteoblast-derived ECM1 drives resistance in bone metastatic prostate cancer under ENZ treatment. Additionally, the findings indicate that ECM1 and ENO1 may serve as potential targets for developing therapies for bone metastatic castration-resistant prostate cancer.
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Affiliation(s)
- Xinwen Wang
- Department of Orthopedic Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Guangzhou, 510080, China
| | - Min Wang
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Guangzhou, 510080, China
- Department of Pathology, Guangzhou First People's Hospital, Guangzhou, 510080, China
| | - Qijun Lin
- Department of Orthopedic Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Guangzhou, 510080, China
| | - Lixin He
- Department of Experimental Research, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Baolin Zhang
- Department of Orthopedic Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Guangzhou, 510080, China
| | - Xin Chen
- Department of Orthopedic Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Guangzhou, 510080, China
| | - Guanhong Chen
- Department of Orthopedic Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Guangzhou, 510080, China
| | - Hong Du
- Department of Pathology, Guangzhou First People's Hospital, Guangzhou, 510080, China
| | - Chuandong Lang
- Department of Orthopedics, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, 230001, China
| | - Xinsheng Peng
- Department of Orthopedic Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Guangzhou, 510080, China
| | - Yuhu Dai
- Department of Orthopedic Surgery, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510080, China
- Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Guangzhou, 510080, China
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Khan MU, Sakhawat A, Rehman R, Wali AH, Ghani MU, Akram A, Javed MA, Ali Q, Yu-Ming Z, Ali D, Yu-Ming Z. Identification of novel natural compounds against CFTR p.Gly628Arg pathogenic variant. AMB Express 2024; 14:99. [PMID: 39249658 PMCID: PMC11383896 DOI: 10.1186/s13568-024-01762-9] [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: 06/20/2024] [Accepted: 08/27/2024] [Indexed: 09/10/2024] Open
Abstract
Cystic fibrosis transmembrane conductance regulator (CFTR) protein is an ion channel found in numerous epithelia and controls the flow of water and salt across the epithelium. The aim of our study to find natural compounds that can improve lung function for people with cystic fibrosis (CF) caused by the p.Gly628Arg (rs397508316) mutation of CFTR protein. The sequence of CFTR protein as a target structure was retrieved from UniProt and PDB database. The ligands that included Armepavine, Osthole, Curcumin, Plumbagine, Quercetin, and one Trikafta (R*) reference drug were screened out from PubChem database. Autodock vina software carried out docking, and binding energies between the drug and the target were included using docking-score. The following tools examined binding energy, interaction, stability, toxicity, and visualize protein-ligand complexes. The compounds having binding energies of -6.4, -5.1, -6.6, -5.1, and - 6.5 kcal/mol for Armepavine, Osthole, Curcumin, Plumbagine, Quercetin, and R*-drug, respectively with mutated CFTR (Gly628Arg) structure were chosen as the most promising ligands. The ligands bind to the mutated CFTR protein structure active sites in hydrophobic bonds, hydrogen bonds, and electrostatic interactions. According to ADMET analyses, the ligands Armepavine and Quercetin also displayed good pharmacokinetic and toxicity characteristics. An MD simulation for 200 ns was also established to ensure that Armepavine and Quercetin ligands attached to the target protein favorably and dynamically, and that protein-ligand complex stability was maintained. It is concluded that Armepavine and Quercetin have stronger capacity to inhibit the effect of mutated CFTR protein through improved trafficking and restoration of original function.
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Affiliation(s)
- Muhammad Umer Khan
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan.
| | - Azra Sakhawat
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
| | - Raima Rehman
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
| | - Abbas Haider Wali
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
| | - Muhammad Usman Ghani
- Precision Genomics Research Lab, Centre for Applied Molecular Biology, University of the Punjab, Lahore, Pakistan
| | - Areeba Akram
- Precision Genomics Research Lab, Centre for Applied Molecular Biology, University of the Punjab, Lahore, Pakistan
| | - Muhammad Arshad Javed
- Department of Plant Breeding and Genetics, Faculty of Agricultural Sciences, University of the Punjab, Lahore, Pakistan
| | - Qurban Ali
- Department of Plant Breeding and Genetics, Faculty of Agricultural Sciences, University of the Punjab, Lahore, Pakistan.
| | - Zhou Yu-Ming
- Department of Emergency, The Affiliated Ganzhou Hospital of Nanchang University, Ganzhou, 341000, Jiangxi Province, P.R. China
| | - Daoud Ali
- Department of Zoology, College of Science, King Saud University, PO Box 2455, Riyadh, 11451, Saudi Arabia
| | - Zhou Yu-Ming
- Department of Emergency, The Affiliated Ganzhou Hospital of Nanchang University, Ganzhou, 341000, Jiangxi Province, P.R. China
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Ejaz U, Afzal M, Naveed M, Amin ZS, Atta A, Aziz T, Kainat G, Mehmood N, Alharbi M, Alasmari AF. Pharmacological evaluation and phytochemical profiling of butanol extract of L. edodes with in- silico virtual screening. Sci Rep 2024; 14:5751. [PMID: 38459108 PMCID: PMC10923892 DOI: 10.1038/s41598-024-56421-7] [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: 01/10/2024] [Accepted: 03/06/2024] [Indexed: 03/10/2024] Open
Abstract
L. edodes (L. edodes) is the most consumed mushroom in the world and has been well known for its therapeutic potential as an edible and medicinal candidate, it contains dietary fibers, vitamins, proteins, minerals, and carbohydrates. In the current study butanolic extract of mushroom was used to form semisolid butanol extract. The current study aimed to explore biometabolites that might have biological activities in n-butanol extract of L. edodes using FT-IR and GC-MS and LC-MS. The synergistic properties of bioactive compounds were futher assessed by performing different biological assays such as antioxidant, anti-inflammatory and antidiabetic. FTIR spectra showed different functional groups including amide N-H group, Alkane (C-H stretching), and (C = C stretching) groups at different spectrum peaks in the range of 500 cm-1 to 5000 cm-1 respectively. GC-MS profiling of n-butanol extract depicted 34 potent biomolecules among those dimethyl; Morphine, 2TMS derivative; Benzoic acid, methyl ester 1-(2-methoxy-1-methylethoxy)-2-propanol were spotted at highest range. Results indicate that L. edodes n-butanol extract showed a maximum anti-inflammatory potential 91.4% at 300 mg/mL. Antioxidant activity was observed by measuring free radical scavenging activity which is 64.6% at optimized concentration along with good antidiabetic activity. In-silico study executed the biopotential of active ingredient morphine which proved the best docking score (- 7.0 kJ/mol) against aldose reductase. The in-silico drug design analysis was performed on biometabolites detected through GC-MS that might be a potential target for sulfatase-2 to treat ruminated arthritis. Morphine binds more strongly (- 7.9 kJ/mol) than other bioactive constituents indicated. QSAR and ADMET analysis shown that morphine is a good candidates against ruminated arthritis. The current study showed that L. edodes might be used as potent drug molecules to cure multiple ailments. As mushrooms have high bioactivity, they can be used against different diseases and to develop antibacterial drugs based on the current situation in the world in which drug resistance is going to increase due to misuse of antibiotics so new and noval biological active compounds are needed to overcome the situation.
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Affiliation(s)
- Umer Ejaz
- Department of Biochemistry, Faculty of Science and Technology, University of Central Punjab, Lahore, 54590, Pakistan
| | - Muhammad Afzal
- Department of Biochemistry, Faculty of Science and Technology, University of Central Punjab, Lahore, 54590, Pakistan
| | - Muhammad Naveed
- Department of Biotechnology, University of Central Punjab, Lahore, 54590, Pakistan
| | - Zeemal Seemab Amin
- School of Biochemistry, Faculty of Applied Sciences, Minhaj University Lahore, Lahore, 54590, Pakistan.
| | - Asia Atta
- Department of Biochemistry, Nur international university, Lahore, 54590, Pakistan
| | - Tariq Aziz
- Laboratory of Animal Health Food Hygiene and Quality, University of Ioannina, 47132, Arta, Greece.
| | - Gul Kainat
- Department of Microbiology, University of Central Punjab, Lahore, 54590, Pakistan
| | - Noshaba Mehmood
- School of Biochemistry, Faculty of Applied Sciences, Minhaj University Lahore, Lahore, 54590, Pakistan
| | - Metab Alharbi
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, P.O. Box 2455, 11451, Riyadh, Saudi Arabia
| | - Abdullah F Alasmari
- Department of Pharmacology and Toxicology, College of Pharmacy, King Saud University, P.O. Box 2455, 11451, Riyadh, Saudi Arabia
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Anti-biofilm activity of biochanin A against Staphylococcus aureus. Appl Microbiol Biotechnol 2023; 107:867-879. [PMID: 36585511 DOI: 10.1007/s00253-022-12350-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 12/06/2022] [Accepted: 12/22/2022] [Indexed: 01/01/2023]
Abstract
Biofilm-forming Staphylococcus aureus can easily accumulate on various food contact surfaces which induce cross-contamination and are difficult to eliminate in the food industry. This study aimed to evaluate the anti-biofilm effects of natural product biochanin A against S. aureus. Results showed that biochanin A effectively eradicated established S. aureus biofilms on different food-contact materials. Fluorescence microscopic analyses suggested that biochanin A disintegrated the established biofilms by dissociate extracellular polymeric substance (EPS) in matrix. In addition, biochanin A at the sub-MIC concentration also effectively inhibited the biofilm formation by regulating the expression of biofilm-related genes (icaA, srtA, eno) and suppressing the release of EPS in biofilm matrix. Molecular docking also demonstrated that biochanin A conducted strong interactions with biofilm-related proteins (Ica A, Sortase A, and Enolase). These findings demonstrated that biochanin A has the potential to be developed as a potent agent against S. aureus biofilm in food industries. KEY POINTS: • Anti-biofilm effect of biochanin A against S. aureus was revealed for the first time. • Biofilm of S. aureus on various food-contact surfaces were efficiently eradicated. • Biochanin A prevented S. aureus biofilm formation via reducing EPS production.
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Nisar H, Attique SA, Javaid A, Ain QU, Butt F, Zaid M, Shahid S, Hassan Nasir M, Sadaf S. Comparative molecular docking analysis for analyzing the inhibitory effect of Anakinra and Ustekinumab against IL17F. J Biomol Struct Dyn 2023; 41:13302-13313. [PMID: 36715128 DOI: 10.1080/07391102.2023.2173299] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 01/19/2023] [Indexed: 01/31/2023]
Abstract
Interleukin 17 F is a member of IL-17 cytokine family with a 50% structural homology to IL-17A and plays a significant role either alone or in combination with IL-17A towards inflammation in Rheumatoid arthritis (RA). A growing number of drugs targeting IL-17 pathway are being tested against population specific disease markers. The major objective of this research was to investigate the anti-inflammatory effect of Anakinra (an IL-1 R1 inhibitor) and Ustekinumab (an IL-12 and IL-23 inhibitor) by targeting IL17F. The three dimensional structures of IL17F was taken from PDB while structures of drugs were taken from PubChem database. Docking was performed using MOE and Schrodinger ligand docking software and binding energies, including s-score using London-dG fitness function and glide score using glide internal energy function, between drug and targets were compared. Furthermore, Protein-Drug complex were subjected to 150 ns Molecular Dynamics (MD) Simulations using Schrodinger's Desmond Module. Docking and MD simulation results suggest anakinra as a more potent IL17F inhibitor and forming a more structurally stable complex.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Haseeb Nisar
- Department of Life-Sciences, University of Management and Technology, Lahore, Pakistan
| | - Syed Awais Attique
- School of Interdisciplinary Engineering & Science (SINES), National University of Sciences & Technology (NUST), Islamabad, Pakistan
| | - Anum Javaid
- School of Biochemistry and Biotechnology, University of the Punjab, Lahore, Pakistan
| | - Qurat Ul Ain
- School of Life Sciences, University of Science and Technology of China, Hefei, China
- Department of Forensic sciences, Faculty of Medicine and Allied Health Sciences, The Islamia University of Bahawalpur, Bahawalpur, Pakistan
| | - Fatima Butt
- Department of Life-Sciences, University of Management and Technology, Lahore, Pakistan
| | - Muhammad Zaid
- Department of Life-Sciences, University of Management and Technology, Lahore, Pakistan
| | - Samiah Shahid
- Institute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan
| | - Muhammad Hassan Nasir
- Faculty of Medicine, University Sultan Zainul Abidin, Jalal Sultan Mahmood, Malaysia
| | - Saima Sadaf
- School of Biochemistry and Biotechnology, University of the Punjab, Lahore, Pakistan
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Molecular Modeling Guided Drug Designing for the Therapeutic Treatment of Rheumatoid Arthritis. Cell Microbiol 2022. [DOI: 10.1155/2022/7360782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Rheumatoid arthritis (RA) is a systemic inflammatory disorder that can cause destructive joint disease, significant disability, and increased mortality. RA is the most frequent of all chronic inflammatory joint diseases, and its prevalence frequency in Pakistan is 1.6 per thousand people. Different cytokines and receptors were involved in the triggering of RA, including interleukin-6 (ILR-6), major histocompatibility complex (MHC) antigen human leukocyte (HLA-DR) receptor, and CD20. Several studies illustrated RA as an inherent immune response and triggered due to the “shared epitope.” Therefore, the involvement of all these receptors (IL-6, HLA-DR, and CD20) leads to the neurological, ocular, respiratory, cardiac, skin, and hematological manifestations that have been considered a potential therapeutic target for drug design. Various herbal, natural, and synthetic source inhibitors of interleukin-6 (IL-6), human leukocyte (HLA-DR), and CD20 were studied and reported previously. Reported inhibitors are compared to elucidate the best inhibitor for clinical trials, leading to the orally active drug. In this study, a computer-aided drug designing approach disclosed the potential inhibitors for all receptors based on their distinct binding affinity. Moreover, drug suitability was carried out using Lipinski’s rule by considering the adsorption, distribution, metabolism, and excretion (ADME) of ligands. Results elucidated “calycosin 7-O-glucoside” and “angeliferulate” as putative ligands for IL-6 and HLA-DR, respectively. However, the pharmacokinetic properties (ADMET) revealed angeliferulate as an effete ligand for the biological system compared to calycosin 7-O-glucoside. Based on docking, drug toxicity profiling or pharmacokinetics, and MD simulation stability, this study highlights orally active therapeutic inhibitors to inhibit the activity of pivotal receptors (IL6, HLA-DR, and CD20) of RA in humans. After clinical trials, the resultant inhibitors could be potential therapeutic agents in the drug development against RA.
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Nawaz MZ, Attique SA, Ain QU, Alghamdi HA, Bilal M, Yan W, Zhu D. Discovery and characterization of dual inhibitors of human Vanin-1 and Vanin-2 enzymes through molecular docking and dynamic simulation-based approach. Int J Biol Macromol 2022; 213:1088-1097. [PMID: 35697166 DOI: 10.1016/j.ijbiomac.2022.06.014] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 05/24/2022] [Accepted: 06/05/2022] [Indexed: 12/14/2022]
Abstract
The vanins are ectoenzymes with pantetheinase activity and are involved in recycling pantothenic acid (vitamin B5) from pantetheine. Elevated levels of vanin have been linked with the development and severity of several diseases, including steatosis, diabetes, skin diseases, cancer, inflammatory diseases etc. Therefore, vanins have previously been used as a potential drug target to combat related diseases. In this study, we used a molecular docking and molecular dynamic simulation-based approach to screen dual inhibitors of hVnn1, and hVnn2 from a library of 120 chemical candidates. Molecular docking of drug candidates with hVnn1, and hVnn2 using GOLD and MOE revealed that the chemical compound "methotrexate (CID: 126941)" has the highest binding affinity against both the target enzymes which was further validated through molecular dynamic simulation. Toxicity profiling of drug candidates evaluated using Lipinski's rule of five and Molsoft tool, and AdmetSar 2.0 confirms the drug suitability of methotrexate, therefore, suggesting its use as a potential therapeutic agent to inhibit the activity of vainin enzyme in related disease conditions.
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Affiliation(s)
- Muhammad Zohaib Nawaz
- Biofuels Institute, School of the Environment and Safety Engineering, Jiangsu University, Zhenjiang, Jiangsu 212013, China; Department of Computer Science, University of Agriculture, Faisalabad 38040, Pakistan
| | - Syed Awais Attique
- Department of Computer Science, University of Agriculture, Faisalabad 38040, Pakistan
| | - Qurat-Ul Ain
- School of Life Sciences, University of Science and Technology of China, Hefei, 230027, China
| | - Huda Ahmed Alghamdi
- Department of Biology, College of Sciences, King Khalid University, Abha 61413, Saudi Arabia
| | - Muhammad Bilal
- School of Life Science and Food Engineering, Huaiyin Institute of Technology, Huaian, China.
| | - Wei Yan
- Department of Marine Science, College of Marine Science and Technology, China University of Geosciences, Wuhan, China
| | - Daochen Zhu
- Biofuels Institute, School of the Environment and Safety Engineering, Jiangsu University, Zhenjiang, Jiangsu 212013, China.
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Ahmed S, John P, Paracha RZ, Bhatti A, Guma M. Docking and Molecular Dynamics Study to Identify Novel Phytobiologics from Dracaena trifasciata against Metabolic Reprogramming in Rheumatoid Arthritis. LIFE (BASEL, SWITZERLAND) 2022; 12:life12081148. [PMID: 36013327 PMCID: PMC9410489 DOI: 10.3390/life12081148] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 07/20/2022] [Accepted: 07/21/2022] [Indexed: 11/16/2022]
Abstract
Enhancement of glycolysis and glutaminolysis are the two most common modalities associated with metabolic reprogramming in rheumatoid arthritis (RA). This enhancement is concomitant to the upregulation of hexokinase 2 (HK2) and glutaminase 1 (GLS1). Hence, the current study was undertaken to identify potential phytobiological inhibitors against HK2 and GLS1, from Dracaena (Sansevieria) trifasciata, an indigenous ethnomedicinal plant found in Pakistan, using computational analysis. Phytobiologics from Dracaena trifasciata were assessed for their ability to co-inhibit HK2 and GLS1 via molecular docking and molecular dynamics simulations. The results underscored seven phytobiologics with promising binding affinities for both HK2 and GLS1. Molecular dynamics simulations further elucidated that all seven identified phytobiologics inhibited HK2 by forming stable complexes but only five amongst the seven had the potential to form stable complexes with GLS1 in real time, thereby implying the potential of co-inhibition for these five compounds. Compound 28MS exhibited an equally strong binding profile for both HK2 (−8.19 kcal/mol) and GLS1 (−8.99 kcal/mol). Furthermore, it exhibited a similar trend in stability during simulation for both targets. Our results serve as a primer for a more lucid understanding towards co-inhibition of HK2 and GLS1 using multiple computational approaches. The identified phytobiologics should undergo in-vitro and in-vivo validation to corroborate their therapeutic potential in RA.
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Affiliation(s)
- Shanzay Ahmed
- Department of Healthcare Biotechnology, Atta-ur-Rahman School of Applied Biosciences (ASAB), National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan; (S.A.); (A.B.)
| | - Peter John
- Department of Healthcare Biotechnology, Atta-ur-Rahman School of Applied Biosciences (ASAB), National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan; (S.A.); (A.B.)
- Correspondence:
| | - Rehan Zafar Paracha
- School of Interdisciplinary Engineering & Sciences (SINES), National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan;
| | - Attya Bhatti
- Department of Healthcare Biotechnology, Atta-ur-Rahman School of Applied Biosciences (ASAB), National University of Sciences and Technology (NUST), Islamabad 44000, Pakistan; (S.A.); (A.B.)
| | - Monica Guma
- Department of Medicine, Division of Rheumatology, Allergy and Immunology, University of California San Diego, 9500 Gilman Drive, San Diego, CA 92093, USA;
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