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Tagliaferro G, Davighi MG, Clemente F, Turchi F, Schiavina M, Matassini C, Goti A, Morrone A, Pierattelli R, Cardona F, Felli IC. Evidence of α-Synuclein/Glucocerebrosidase Dual Targeting by Iminosugar Derivatives. ACS Chem Neurosci 2025; 16:1251-1257. [PMID: 40079830 PMCID: PMC11969434 DOI: 10.1021/acschemneuro.4c00618] [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: 09/18/2024] [Revised: 03/07/2025] [Accepted: 03/07/2025] [Indexed: 03/15/2025] Open
Abstract
Intrinsically disordered proteins (IDPs) are highly flexible molecules often linked to the onset of incurable diseases. Despite their great therapeutic potential, IDPs are often considered as undruggable because they lack defined binding pockets, which constitute the basis of drug discovery approaches. However, small molecules that interact with the intrinsically disordered state of α-synuclein, the protein linked to Parkinson's disease (PD), were recently identified and shown to act as chemical chaperones. Glucocerebrosidase (GCase) is an enzyme crucially involved in PD, since mutations that code for GCase are among the most frequent genetic risk factors for PD. Following the "dual-target" approach, stating that one carefully designed molecule can, in principle, interfere with more than one target, we identified a pharmacological chaperone for GCase that interacts with the intrinsically disordered monomeric form of α-synuclein. This result opens novel avenues to be explored in the search for molecules that act on dual targets, in particular, with challenging targets such as IDPs.
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Affiliation(s)
- Giuseppe Tagliaferro
- Department
of Chemistry “Ugo Schiff” (DICUS), University of Florence, Via della Lastruccia 3-13, 50019 Sesto Fiorentino, FI, Italy
- Magnetic
Resonance Center (CERM), University of Florence, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, FI, Italy
| | - Maria Giulia Davighi
- Department
of Chemistry “Ugo Schiff” (DICUS), University of Florence, Via della Lastruccia 3-13, 50019 Sesto Fiorentino, FI, Italy
| | - Francesca Clemente
- Department
of Chemistry “Ugo Schiff” (DICUS), University of Florence, Via della Lastruccia 3-13, 50019 Sesto Fiorentino, FI, Italy
| | - Filippo Turchi
- Department
of Chemistry “Ugo Schiff” (DICUS), University of Florence, Via della Lastruccia 3-13, 50019 Sesto Fiorentino, FI, Italy
- Magnetic
Resonance Center (CERM), University of Florence, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, FI, Italy
| | - Marco Schiavina
- Department
of Chemistry “Ugo Schiff” (DICUS), University of Florence, Via della Lastruccia 3-13, 50019 Sesto Fiorentino, FI, Italy
- Magnetic
Resonance Center (CERM), University of Florence, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, FI, Italy
| | - Camilla Matassini
- Department
of Chemistry “Ugo Schiff” (DICUS), University of Florence, Via della Lastruccia 3-13, 50019 Sesto Fiorentino, FI, Italy
| | - Andrea Goti
- Department
of Chemistry “Ugo Schiff” (DICUS), University of Florence, Via della Lastruccia 3-13, 50019 Sesto Fiorentino, FI, Italy
| | - Amelia Morrone
- Laboratory
of Molecular Genetics of Neurometabolic Diseases, Neuroscience Department, Meyer Children’s Hospital, IRCCS, Viale Pieraccini 24, 50139 Firenze, Italy
- Department
of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, Viale Pieraccini 24, 50139 Firenze, Italy
| | - Roberta Pierattelli
- Department
of Chemistry “Ugo Schiff” (DICUS), University of Florence, Via della Lastruccia 3-13, 50019 Sesto Fiorentino, FI, Italy
- Magnetic
Resonance Center (CERM), University of Florence, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, FI, Italy
| | - Francesca Cardona
- Department
of Chemistry “Ugo Schiff” (DICUS), University of Florence, Via della Lastruccia 3-13, 50019 Sesto Fiorentino, FI, Italy
| | - Isabella C. Felli
- Department
of Chemistry “Ugo Schiff” (DICUS), University of Florence, Via della Lastruccia 3-13, 50019 Sesto Fiorentino, FI, Italy
- Magnetic
Resonance Center (CERM), University of Florence, Via Luigi Sacconi 6, 50019 Sesto Fiorentino, FI, Italy
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2
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Akash S, Mahmood S, Ahamed R, Bayıl I, Dev Bairagi R, Islam MR, Hosen ME, de Lima Menezes G, S Almaary K, Nafidi HA, Bourhia M, Ouahmane L. Novel computational and drug design strategies for the inhibition of human T-cell leukemia virus 1-associated lymphoma by Astilbin derivatives. J Biomol Struct Dyn 2025; 43:2746-2761. [PMID: 38131136 DOI: 10.1080/07391102.2023.2294376] [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: 09/13/2023] [Accepted: 12/01/2023] [Indexed: 12/23/2023]
Abstract
Human T-cell leukemia virus 1 (HTLV-1) associated lymphoma is a devastating malignancy triggered by HTLV-1 infections. We employeda comprehensive drug design and computational strategy in this work to explore the inhibitory activitiesof Astilbin derivatives against HTLV-1-associated lymphoma. We evaluated the stability, binding affinities, and various computational analysis of Astilbin derivatives against target proteins, such as HTLV-1 main protease and HTLV-1 capsid protein. The root mean square deviation (RMSD), root mean square fluctuation, radius of gyration, hydrogen bond analysis, principal component analysis (PCA) and dynamic cross-correlation matrix (DCCM) were applied to characterize these protein-ligand interactions further. Ligand-03 and ligand-04 exhibited notable binding affinity to HTLV-1 capsid protein, while ligand-05 displayed high binding affinity to HTLV-1 protease. MD simulation analysis revealed that ligand-03, bound to HTLV-1 capsid protein, demonstrated enhanced stability with lower RMSD values and fewer conformational changes, suggesting a promising binding orientation. Ligand-04, despite stable binding, exhibited increased structural deviations, making it less suitable. Ligand-05 demonstrated stable binding to HTLV-1 protease throughout the simulation period at 100 nanoseconds. Hydrogen bond analysis indicated that ligand-05 formed persistent hydrogen bonds with significantresidues, contributing to its stability. PCA highlighted ligand-03's more remarkable conformational changes, while DCCM showed ligand-05's distinct dynamics, indicating its different behavior in the complex. Furthermore, binding free energy calculations supported the favorable interactions of ligand-03 and ligand-04 with HTLV-1 capsid protein, while ligand-05 showed weaker interactions with HTLV-1 protease. Molecular electrostatic potential and frontier molecular orbital analyses provided insights into these compounds' charge distribution and stability. In conclusion, this research found Astilbin derivatives as potential inhibitors of HTLV-1-associated lymphoma. Future attempts at drug development will benefit from the steady interaction landscape provided by Ligand-03, Ligand-04 and Ligand-05, which showed the most attractive binding profile with the target protein. These results open up new opportunities for innovative drug development, and more experimental testing should be done between Astilbin derivatives and HTLV-1-associated lymphoma.
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Affiliation(s)
- Shopnil Akash
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International, University, Dhaka, Bangladesh
| | - Sajjat Mahmood
- Department of Microbiology, Jagannath University, Dhaka, Bangladesh
| | - Rashel Ahamed
- Pharmacy Discipline, School of Life Sciences, Khulna University, Khulna, Bangladesh
| | - Imren Bayıl
- Department of Bioinformatics and Computational Biology, Gaziantep University, Turkey
| | - Rahul Dev Bairagi
- Pharmacy Discipline, School of Life Sciences, Khulna University, Khulna, Bangladesh
| | - Md Rezaul Islam
- Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International, University, Dhaka, Bangladesh
| | - Md Eram Hosen
- Department of Genetic Engineering and Biotechnology, University of Rajshahi, Rajshahi, Bangladesh
| | - Gabriela de Lima Menezes
- Department of Biophysics and Pharmacology, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Khalid S Almaary
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Hiba-Allah Nafidi
- Department of Food Science, Faculty of Agricultural and Food Sciences, Laval University, Quebec City, QC, Canada
| | - Mohammed Bourhia
- Department of Chemistry and Biochemistry, Faculty of Medicine and Pharmacy, Ibn Zohr University, Laayoune, Morocco
| | - Lahcen Ouahmane
- Laboratory of Microbial Biotechnologies, Agrosciences and Environment (BioMAgE), Labeled Research Unit-CNRSTN°4, Cadi Ayyad University, Marrakesh, Morocco
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3
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Yanovskaya EA, Frelikh GA, Lakeev AP, Smolyakova VI, Chernysheva GA. Bioavailability and dose proportionality of a highly lipophilic phenolic antioxidant. Xenobiotica 2025:1-10. [PMID: 39964734 DOI: 10.1080/00498254.2025.2465237] [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: 11/09/2024] [Revised: 02/03/2025] [Accepted: 02/05/2025] [Indexed: 03/21/2025]
Abstract
IBP (2,6-diisobornyl-4-methylphenol) is a camphene derivative with unique pharmacological properties and low toxicity. It exhibits pronounced antioxidant and membrane-protective effects, making it a promising cardio- and neuroprotector.The aim of the study was investigating the pharmacokinetics of IBP in rats after intravenous (1 mg/kg) and oral administration at three doses (10, 25, 50 mg/kg). Specifically, we focused on assessing the bioavailability and dose proportionality following oral administration.Blood samples were collected via a jugular vein catheter, and plasma samples were analysed using a validated HPLC-MS/MS method. The calculation of pharmacokinetic parameters was performed by both non-compartmental and compartmental approaches. The proposed dosage form for intravenous administration was a multicomponent mixture containing N-methyl-2-pyrrolidone.Concentration of IBP in the body after intravenous administration decreased over time, exhibiting bi-exponential decay kinetics. IBP reached peak concentrations immediately and was rapidly distributed into the peripheral compartment after intravenous administration. The systemic exposure after oral administration was proportional to the dose. The calculated absolute oral bioavailability of IBP was no more than 20%.The value of the average half-life of IBP after intravenous administration exceeded similar values after oral administration by 1.5-1.6 times.
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Affiliation(s)
- Elena A Yanovskaya
- Goldberg Research Institute of Pharmacology and Regenerative Medicine, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Galina A Frelikh
- Goldberg Research Institute of Pharmacology and Regenerative Medicine, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Alexander P Lakeev
- Goldberg Research Institute of Pharmacology and Regenerative Medicine, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Vera I Smolyakova
- Goldberg Research Institute of Pharmacology and Regenerative Medicine, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Galina A Chernysheva
- Goldberg Research Institute of Pharmacology and Regenerative Medicine, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
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Davighi MG, Clemente F, Matassini C, Cacciarini M, Tanini D, Goti A, Morrone A, Paoli P, Cardona F. Acetal functionalized iminosugars for targeting β-glucocerebrosidase modulation. Eur J Med Chem 2025; 290:117529. [PMID: 40174262 DOI: 10.1016/j.ejmech.2025.117529] [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: 12/27/2024] [Revised: 03/12/2025] [Accepted: 03/17/2025] [Indexed: 04/04/2025]
Abstract
Novel pH-sensitive drug delivery systems offer significant potential for personalized medicine by enabling targeted therapy and minimizing side effects. These systems are designed to release therapeutic agents in acidic environments to achieve localized pharmacological effects. Dysfunctions in lysosomal enzyme β-glucocerebrosidase (GCase) play a crucial role in Gaucher and Parkinson's diseases. While pharmacological chaperones (PCs) stabilize GCase, the overall efficacy in restoring enzyme functionality is often abolished by their reluctance to dissociate from the enzyme once in lysosomes. To address this limitation, we developed pH-sensitive acetal functionalized iminosugars that hydrolyze under weakly acidic conditions, exploiting the pH difference between the endoplasmic reticulum and lysosomes to promote dissociation. Additionally, antioxidant moieties, derived from coniferyl aldehyde and vanillin, were incorporated to counteract oxidative stress, which is prevalent in Gaucher and Parkinson's diseases. The newly synthesized compounds 1-4 exhibit varying degrees of pH sensitivity and GCase stabilization in fibroblast ex vivo assays, with acetal 4 showing promising response, here validated both in lysates and in intact cells.
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Affiliation(s)
- Maria Giulia Davighi
- Department of Chemistry "Ugo Schiff" (DICUS), Via della Lastruccia 3-13, 50019 Sesto F.no (FI), Italy
| | - Francesca Clemente
- Department of Chemistry "Ugo Schiff" (DICUS), Via della Lastruccia 3-13, 50019 Sesto F.no (FI), Italy.
| | - Camilla Matassini
- Department of Chemistry "Ugo Schiff" (DICUS), Via della Lastruccia 3-13, 50019 Sesto F.no (FI), Italy
| | - Martina Cacciarini
- Department of Chemistry "Ugo Schiff" (DICUS), Via della Lastruccia 3-13, 50019 Sesto F.no (FI), Italy
| | - Damiano Tanini
- Department of Chemistry "Ugo Schiff" (DICUS), Via della Lastruccia 3-13, 50019 Sesto F.no (FI), Italy
| | - Andrea Goti
- Department of Chemistry "Ugo Schiff" (DICUS), Via della Lastruccia 3-13, 50019 Sesto F.no (FI), Italy
| | - Amelia Morrone
- Laboratory of Molecular Genetics of Neurometabolic Diseases, Department of Neuroscience and Medical Genetics, Meyer Children's Hospital IRCCS, Viale Pieraccini 24, 50139, Firenze, Italy; Department of Neurosciences, Psycology, Drug Research and Child Health University of Florence, Viale Pieraccini 24, 50139, Firenze, Italy
| | - Paolo Paoli
- Department of Experimental and Clinical Biomedical Sciences University of Florence, Viale Morgagni 50, 50134, Firenze, Italy
| | - Francesca Cardona
- Department of Chemistry "Ugo Schiff" (DICUS), Via della Lastruccia 3-13, 50019 Sesto F.no (FI), Italy.
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5
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Liu XM, Li Z, Wang XY, Ding BW, Wang JQ, Qiao X, Feng YK, Hao JH, Xu JY. Self-assembled HO-1i-Pt(IV) nanomedicine targeting p38/MAPK and MDR pathways for cancer chemo-immunotherapy. J Control Release 2025; 379:797-813. [PMID: 39848589 DOI: 10.1016/j.jconrel.2025.01.050] [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: 09/05/2024] [Revised: 01/08/2025] [Accepted: 01/18/2025] [Indexed: 01/25/2025]
Abstract
Platinum(II)-based antitumor drugs are widely used in clinics but limited by severe side effects and resistance. Multi-target Platinum(IV) complexes are emerging as ideal alternatives. Heme oxygenase-1 (HO-1) works as a rate-limiting step in heme degradation and is overexpressed in malignant tumors. Herein, HO-1i-based Platinum(IV) prodrugs are prepared and candidate complex 15 is further developed into self-assembled nanoparticles (15-NPs). 15 and 15-NPs significantly increase cytotoxicity, particularly in HepG2 (74.77- and 96.14-fold increases) and A549cisR (38.6- and 47.24-fold increases), while reducing toxicity towards normal cells compared to cisplatin. In vitro experiments show 15 and 15-NPs activated multiple pathways, including p38/MAPK- and MDR-related proteins, achieving multi-target synergistic chemosensitization and anti-resistance, further verified by RNA-sequencing analysis. In vivo tests demonstrate that 15 and 15-NPs efficiently inhibit tumor growth and systemic toxicity, especially 15-NPs with optimal tumor-inhibition rate and survival (80% and 100%), superior to cisplatin (40% and 50%), attributing to its extra endocytosis, EPR effect, and precisely tumor-targeted release besides the advantage of a free HO-1i-Pt(IV) prodrug. Additionally, 15 and 15-NPs distinctly regulate T-cell and macrophage functions, thereby exhibiting a chemoimmuno-combined action. This study highlights that multi-functional Platinum(IV) prodrug target-delivered to tumors via carrier-free nanoparticles may represent an effective modality for improving cancer therapy.
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Affiliation(s)
- Xiao-Meng Liu
- Department of Chemical Biology and Tianjin Key Laboratory on Technologies Enabling Development of Clinical Therapeutics and Diagnostics, School of Pharmacy, Tianjin Medical University, Tianjin 300070, China
| | - Zhe Li
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Xiao-Ya Wang
- Department of Chemical Biology and Tianjin Key Laboratory on Technologies Enabling Development of Clinical Therapeutics and Diagnostics, School of Pharmacy, Tianjin Medical University, Tianjin 300070, China
| | - Bo-Wen Ding
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China
| | - Jia-Qian Wang
- Department of Chemical Biology and Tianjin Key Laboratory on Technologies Enabling Development of Clinical Therapeutics and Diagnostics, School of Pharmacy, Tianjin Medical University, Tianjin 300070, China
| | - Xin Qiao
- Department of Chemical Biology and Tianjin Key Laboratory on Technologies Enabling Development of Clinical Therapeutics and Diagnostics, School of Pharmacy, Tianjin Medical University, Tianjin 300070, China
| | - Yu-Kuan Feng
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China.
| | - Ji-Hui Hao
- Pancreas Center, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, State Key Laboratory of Druggability Evaluation and Systematic Translational Medicine, Tianjin Key Laboratory of Digestive Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin 300060, China.
| | - Jing-Yuan Xu
- Department of Chemical Biology and Tianjin Key Laboratory on Technologies Enabling Development of Clinical Therapeutics and Diagnostics, School of Pharmacy, Tianjin Medical University, Tianjin 300070, China; Key Laboratory of Immune Microenvironment and Disease of the Ministry of Education, Tianjin Medical University, Tianjin 300070, China.
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6
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Sharma A, Rudrawar S, Bharate SB, Jadhav HR. Recent advancements in the therapeutic approaches for Alzheimer's disease treatment: current and future perspective. RSC Med Chem 2025; 16:652-693. [PMID: 39790124 PMCID: PMC11707861 DOI: 10.1039/d4md00630e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 12/05/2024] [Indexed: 01/12/2025] Open
Abstract
Alzheimer's disease (AD) is a complex, incurable neurological condition characterized by cognitive decline, cholinergic neuron reduction, and neuronal loss. Its exact pathology remains uncertain, but multiple treatment hypotheses have emerged. The current treatments, single or combined, alleviate only symptoms and struggle to manage AD due to its multifaceted pathology. The developmental drugs target pivotal disease factors involved in the envisaged hypotheses and include targets such as amyloid aggregation, hyperphosphorylated tau proteins, and receptors like cholinergic, adrenergic, etc. Present-day research focuses on multi-target directed ligands (MTDLs), which inhibit multiple factors simultaneously, helping slow the disease's progression. This review attempts to collate the recent information related to proposed hypotheses for AD etiology. It systematically organizes the advances in various therapeutic options for AD, with a particular emphasis on clinical candidates. Also, it is expected to help medicinal chemists design novel AD treatments based on available information, which could be helpful to AD patients.
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Affiliation(s)
- Amit Sharma
- Pharmaceutical Chemistry Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Sciences Pilani Pilani Campus, Vidya Vihar Pilani 333031 RJ India +91 1596 244183 +91 1596 255 506
| | - Santosh Rudrawar
- The Institute for Biomedicine and Glycomics, Griffith University Gold Coast 4222 Australia
- School of Pharmacy and Medical Sciences, Griffith University Gold Coast 4222 Australia
| | - Sandip B Bharate
- Natural Products and Medicinal Chemistry Division, CSIR-Indian Institute of Integrative Medicine Canal Road Jammu 181110 India
| | - Hemant R Jadhav
- Pharmaceutical Chemistry Research Laboratory, Department of Pharmacy, Birla Institute of Technology and Sciences Pilani Pilani Campus, Vidya Vihar Pilani 333031 RJ India +91 1596 244183 +91 1596 255 506
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7
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Ambreen S, Umar M, Noor A, Jain H, Ali R. Advanced AI and ML frameworks for transforming drug discovery and optimization: With innovative insights in polypharmacology, drug repurposing, combination therapy and nanomedicine. Eur J Med Chem 2025; 284:117164. [PMID: 39721292 DOI: 10.1016/j.ejmech.2024.117164] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 11/24/2024] [Accepted: 11/27/2024] [Indexed: 12/28/2024]
Abstract
Artificial Intelligence (AI) and Machine Learning (ML) are transforming drug discovery by overcoming traditional challenges like high costs, time-consuming, and frequent failures. AI-driven approaches streamline key phases, including target identification, lead optimization, de novo drug design, and drug repurposing. Frameworks such as deep neural networks (DNNs), convolutional neural networks (CNNs), and deep reinforcement learning (DRL) models have shown promise in identifying drug targets, optimizing delivery systems, and accelerating drug repurposing. Generative adversarial networks (GANs) and variational autoencoders (VAEs) aid de novo drug design by creating novel drug-like compounds with desired properties. Case studies, such as DDR1 kinase inhibitors designed using generative models and CDK20 inhibitors developed via structure-based methods, highlight AI's ability to produce highly specific therapeutics. Models like SNF-CVAE and DeepDR further advance drug repurposing by uncovering new therapeutic applications for existing drugs. Advanced ML algorithms enhance precision in predicting drug efficacy, toxicity, and ADME-Tox properties, reducing development costs and improving drug-target interactions. AI also supports polypharmacology by optimizing multi-target drug interactions and enhances combination therapy through predictions of drug synergies and antagonisms. In nanomedicine, AI models like CURATE.AI and the Hartung algorithm optimize personalized treatments by predicting toxicological risks and real-time dosing adjustments with high accuracy. Despite its potential, challenges like data quality, model interpretability, and ethical concerns must be addressed. High-quality datasets, transparent models, and unbiased algorithms are essential for reliable AI applications. As AI continues to evolve, it is poised to revolutionize drug discovery and personalized medicine, advancing therapeutic development and patient care.
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Affiliation(s)
- Subiya Ambreen
- Department of Pharmaceutical Chemistry, Delhi Institute of Pharmaceutical Sciences and Research (DIPSAR), DPSRU, Pushp Vihar, New Delhi, 110017, India
| | - Mohammad Umar
- Department of Pharmaceutical Chemistry, Delhi Institute of Pharmaceutical Sciences and Research (DIPSAR), DPSRU, Pushp Vihar, New Delhi, 110017, India
| | - Aaisha Noor
- Department of Pharmaceutical Chemistry, Delhi Institute of Pharmaceutical Sciences and Research (DIPSAR), DPSRU, Pushp Vihar, New Delhi, 110017, India
| | - Himangini Jain
- Department of Pharmaceutical Chemistry, Delhi Institute of Pharmaceutical Sciences and Research (DIPSAR), DPSRU, Pushp Vihar, New Delhi, 110017, India
| | - Ruhi Ali
- Department of Pharmaceutical Chemistry, Delhi Institute of Pharmaceutical Sciences and Research (DIPSAR), DPSRU, Pushp Vihar, New Delhi, 110017, India.
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8
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Rocca R. Multi-Target Profiling of Antioxidant Compounds, Including Repurposing and Combination Strategies. Antioxidants (Basel) 2025; 14:220. [PMID: 40002406 PMCID: PMC11851863 DOI: 10.3390/antiox14020220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2025] [Accepted: 02/13/2025] [Indexed: 02/27/2025] Open
Abstract
Multifactorial diseases, such as cancer, neurodegenerative disorders, and stroke, present significant challenges in modern medicine due to their complex origins and the absence of definitive treatments [...].
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Affiliation(s)
- Roberta Rocca
- Department of Health Sciences, University Magna Græcia, 88100 Catanzaro, Italy
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9
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Sharma S, Babu MA, Kumar R, Singh TG, Dwivedi AR, Ahmad G, Goel KK, Kumar B. A review on pyrimidine-based pharmacophore as a template for the development of hybrid drugs with anticancer potential. Mol Divers 2025:10.1007/s11030-025-11112-x. [PMID: 39937329 DOI: 10.1007/s11030-025-11112-x] [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: 10/23/2024] [Accepted: 01/07/2025] [Indexed: 02/13/2025]
Abstract
The low efficacy and toxicity of traditional chemotherapy, led by drug resistance of targeted anticancer therapies, have mandated the exploration and development of anticancer molecules. In this league, hybrid drugs, owing to their peculiar multitargeted functionality and structural diversity, could serve as vital leads in this quest for drug discovery. They are plausibly found to offer added advantages considering the improved efficacy, low toxicity, and improved patient compliance. Among numerous heterocycles explored, pyrimidine derivatives epitomize as a valuable resource for the hybrid drug development due to their validated efficacy and versatility. The present review discusses the role of pyrimidine, a diversified pharmacophore in drug development and concepts of hybrid drugs. The study covers the recent advancements in pyrimidine-based hybrid pharmacophores. It delves further into the challenges in hybrid drug development and ongoing research in hybrid drug discovery. Furthermore, the challenges faced in developing hybrid molecules, such as their design and optimization complexities, bioavailability and pharmacokinetics issues, target identification and validation, and off-target effects, are discussed.
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Affiliation(s)
- Shivam Sharma
- Pharmaceutical Chemistry Division, Department of Pharmaceutical Sciences, Gurukul Kangri (Deemed to Be University), Haridwar, 249404, India
| | - M Arockia Babu
- Institute of Pharmaceutical Research, GLA University, Mathura, Uttar Pradesh, 281406, India
| | - Roshan Kumar
- Department of Microbiology, Central University of Punjab, VPO-Ghudda, Punjab, 151401, India
- Graphic Era (Deemed to Be University, Clement Town, Dehradun, 248002, India
| | - Thakur Gurjeet Singh
- Centre of Research Impact and Outcome, Chitkara University, Rajpura, Punjab, 140401, India
| | - Ashish Ranjan Dwivedi
- Department of Medicinal Chemistry, GITAM School of Pharmacy Hyderabad Campus GITAM University, Hyderabad, 502329, India
| | - Gazanfar Ahmad
- Prabha Harjilal College of Pharmacy and Paraclinical Sciences, Jammu, Jammu and Kashmir, India
| | - Kapil Kumar Goel
- Pharmaceutical Chemistry Division, Department of Pharmaceutical Sciences, Gurukul Kangri (Deemed to Be University), Haridwar, 249404, India.
| | - Bhupinder Kumar
- Department of Pharmaceutical Sciences, Hemvati Nandan Bahuguna Garhwal University (Central University, Dist. Garhwal, Srinagar, Uttarakhand, 246174, India.
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10
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Olascoaga S, Konigsberg M, Espinal-Enríquez J, Tovar H, Matadamas-Martínez F, Pérez-Villanueva J, López-Diazguerrero NE. Transcriptomic signatures and network-based methods uncover new senescent cell anti-apoptotic pathways and senolytics. FEBS J 2025. [PMID: 39871113 DOI: 10.1111/febs.17402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 09/27/2024] [Accepted: 01/07/2025] [Indexed: 01/29/2025]
Abstract
Cellular senescence is an irreversible cell cycle arrest caused by various stressors that damage cells. Over time, senescent cells accumulate and contribute to the progression of multiple age-related degenerative diseases. It is believed that these cells accumulate partly due to their ability to evade programmed cell death through the development and activation of survival and antiapoptotic resistance mechanisms; however, many aspects of how these survival mechanisms develop and activate are still unknown. By analyzing transcriptomic signature profiles generated by the LINCS L1000 project and using network-based methods, we identified various genes that could represent new senescence-related survival mechanisms. Additionally, employing the same methodology, we identified over 600 molecules with potential senolytic activity. Experimental validation of our computational findings confirmed the senolytic activity of Fluorouracil, whose activity would be mediated by a multitarget mechanism, revealing that its targets AURKA, EGFR, IRS1, SMAD4, and KRAS are new senescent cell antiapoptotic pathways (SCAPs). The development of these pathways could depend on the stimulus that induces cellular senescence. The SCAP development and activation mechanisms proposed in this work offer new insights into how senescent cells survive. Identifying new antiapoptotic resistance targets and drugs with potential senolytic activity paves the way for developing new pharmacological therapies to eliminate senescent cells selectively.
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Affiliation(s)
- Samael Olascoaga
- Posgrado en Biología Experimental, DCBS, Universidad Autónoma Metropolitana Iztapalapa, Mexico City, Mexico
- Laboratorio de Bioenergética y Envejecimiento Celular, Departamento de Ciencias de la Salud, Universidad Autónoma Metropolitana-Iztapalapa, Mexico City, Mexico
| | - Mina Konigsberg
- Laboratorio de Bioenergética y Envejecimiento Celular, Departamento de Ciencias de la Salud, Universidad Autónoma Metropolitana-Iztapalapa, Mexico City, Mexico
| | - Jesús Espinal-Enríquez
- Computational Genomics Division, National Institute of Genomic Medicine, Mexico City, Mexico
| | - Hugo Tovar
- Computational Genomics Division, National Institute of Genomic Medicine, Mexico City, Mexico
| | - Félix Matadamas-Martínez
- Unidad de Investigación Médica en Enfermedades Infecciosas y Parasitarias-UMAE Hospital de Pediatría, Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Jaime Pérez-Villanueva
- División de Ciencias Biológicas y de la Salud, Departamento de Sistemas Biológicos, Universidad Autónoma Metropolitana-Xochimilco (UAM-X), Mexico City, Mexico
| | - Norma Edith López-Diazguerrero
- Laboratorio de Bioenergética y Envejecimiento Celular, Departamento de Ciencias de la Salud, Universidad Autónoma Metropolitana-Iztapalapa, Mexico City, Mexico
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11
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Long G, Wang X, Chen X, Ma S, Sun L, Jiang Z, You Q, Guo X. Discovery of WDR5-MLL1 and HDAC Dual-Target Inhibitors for the Treatment of Acute Myeloid Leukemia. J Med Chem 2025; 68:1260-1279. [PMID: 39804067 DOI: 10.1021/acs.jmedchem.4c01720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2025]
Abstract
Targeting the WDR5-MLL1 protein-protein interaction (PPI) is considered to be an effective approach for the treatment of MLL-rearranged leukemia. However, interfering with WDR5-MLL1 PPI reduces methylated H3K4 levels and induces a decline in acetylated H3 levels, which may contribute to the suboptimal cellular efficacy of WDR5 inhibitors. We observed that cotreatment with WDR5-MLL1 PPI and HDAC inhibitors augmented the antiproliferative effect in MV-4-11 cells. Thus, a series of dual-target inhibitors was developed by merging the pharmacophores of the WDR5 and HDAC inhibitors. Among the developed inhibitors, compound 32d displayed an 89-fold increase in antiproliferative efficacy and induced potent cell apoptosis by impeding the DNA damage repair signaling pathway. Furthermore, the administration of 30 mg/kg of compound 32d was well tolerated, inhibiting MV-4-11 xenograft growth by 87.1%. Our investigation established the therapeutic effectiveness of the developed WDR5-MLL1/HDAC dual-target inhibitor against acute myeloid leukemia, providing a valuable tool for further exploration of crosstalk between the two targets.
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Affiliation(s)
- Guanlu Long
- Jiangsu Key Laboratory of Drug Design and Optimization and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Xianghan Wang
- Jiangsu Key Laboratory of Drug Design and Optimization and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Xin Chen
- Jiangsu Key Laboratory of Drug Design and Optimization and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Sai Ma
- Jiangsu Key Laboratory of Drug Design and Optimization and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Liangkui Sun
- Jiangsu Key Laboratory of Drug Design and Optimization and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Zhengyu Jiang
- Jiangsu Key Laboratory of Drug Design and Optimization and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Qidong You
- Jiangsu Key Laboratory of Drug Design and Optimization and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Xiaoke Guo
- Jiangsu Key Laboratory of Drug Design and Optimization and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- Department of Medicinal Chemistry, School of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
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12
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Khalaf RN, Hassan AI, El-Shafiey ZA, Faheim AA, Ibrahim SS, Saleh HM. Evaluation of an isatin-derived ligand and its metal complexes as potential anticancer agents in breast adenocarcinoma cells. CHEMICAL PAPERS 2025. [DOI: 10.1007/s11696-024-03873-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 12/19/2024] [Indexed: 03/10/2025]
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13
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Amaral C, Almeida CF, Valente MJ, Varela CL, Costa SC, Roleira FMF, Tavares-da-Silva E, Vinggaard AM, Teixeira N, Correia-da-Silva G. New Promising Steroidal Aromatase Inhibitors with Multi-Target Action on Estrogen and Androgen Receptors for Breast Cancer Treatment. Cancers (Basel) 2025; 17:165. [PMID: 39857947 PMCID: PMC11763961 DOI: 10.3390/cancers17020165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Revised: 12/26/2024] [Accepted: 12/30/2024] [Indexed: 01/27/2025] Open
Abstract
Background/Objectives: Endocrine therapies that comprise anti-estrogens and aromatase inhibitors (AIs) are the standard treatment for estrogen receptor-positive (ER+) (Luminal A) breast cancer-the most prevalent subtype. However, the emergence of resistance restricts their success by causing tumor relapse and re-growth, which demands a switch towards other therapeutic approaches in order to minimize or overcome resistance. Indeed, this clinical limitation highlights the search for new molecules to improve cancer treatment. Recently, strategies that address multiple targets have been emerging, and multi-target drugs have the potential to become the future anti-cancer molecules. Our group has been searching for new multi-target compounds, and as part of this, our study aims to understand the anti-cancer and multi-target potential of three new steroidal aromatase inhibitors (AIs): 7α-methylandrost-4-en-17-one (6), 7α-methylandrost-4-ene-3,17-dione (10a) and androsta-4,9(11)-diene-3,17-dione (13). Methods: Their in vitro actions and molecular mechanisms were elucidated in a sensitive ER+ aromatase-overexpressing breast cancer cell line, MCF-7aro cells, as well as in an AI-resistant ER+ breast cancer cell line, LTEDaro cells. Results: All the new AIs (10 µM) prevented the proliferation of MCF-7aro cells by arresting cell cycle progression. Interestingly, all AIs (10 µM) act as androgen receptor (AR) agonists and modulate ER levels, synthesis and signaling to induce the apoptosis of ER+ breast cancer cells. Additionally, these new AIs (10 µM) also re-sensitize resistant cells by promoting apoptosis, offering a therapeutic benefit. Conclusions: Overall, new steroidal polypharmacological compounds have been discovered that, by acting as AIs, ER modulators and AR agonists, impair ER+ breast cancer cell growth. Overall, this study is a breakthrough on drug discovery as it presents new molecules with appealing anti-cancer properties and multi-target action for the treatment of ER+ breast cancer.
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Affiliation(s)
- Cristina Amaral
- UCIBIO—Applied Molecular Biosciences Unit, Laboratory of Biochemistry, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira, n° 228, 4050-313 Porto, Portugal; (C.F.A.); (N.T.)
- Associate Laboratory i4HB, Institute for Health and Bioeconomy, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira, n° 228, 4050-313 Porto, Portugal
| | - Cristina F. Almeida
- UCIBIO—Applied Molecular Biosciences Unit, Laboratory of Biochemistry, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira, n° 228, 4050-313 Porto, Portugal; (C.F.A.); (N.T.)
- Associate Laboratory i4HB, Institute for Health and Bioeconomy, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira, n° 228, 4050-313 Porto, Portugal
| | - Maria João Valente
- National Food Institute, Technical University of Denmark, 2800 Kongens Lyngby, Denmark; (M.J.V.); (A.M.V.)
| | - Carla L. Varela
- Univ Coimbra, CERES, Coimbra, Portugal; Univ Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), Clinic Academic Center of Coimbra (CACC), Coimbra, Portugal; Univ Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Azinhaga de Santa Comba, Pólo III, Pólo das Ciências da Saúde, 3000-548 Coimbra, Portugal;
| | - Saul C. Costa
- Univ Coimbra, Faculty of Pharmacy, Laboratory of Pharmaceutical Chemistry, Azinhaga de Santa Comba, Pólo III, Pólo das Ciências da Saúde, 3000-548 Coimbra, Portugal;
| | - Fernanda M. F. Roleira
- Univ Coimbra, CERES, Faculty of Pharmacy, Laboratory of Pharmaceutical Chemistry, Azinhaga de Santa Comba, Pólo III, Pólo das Ciências da Saúde, 3000-548 Coimbra, Portugal (E.T.-d.-S.)
| | - Elisiário Tavares-da-Silva
- Univ Coimbra, CERES, Faculty of Pharmacy, Laboratory of Pharmaceutical Chemistry, Azinhaga de Santa Comba, Pólo III, Pólo das Ciências da Saúde, 3000-548 Coimbra, Portugal (E.T.-d.-S.)
| | - Anne Marie Vinggaard
- National Food Institute, Technical University of Denmark, 2800 Kongens Lyngby, Denmark; (M.J.V.); (A.M.V.)
| | - Natércia Teixeira
- UCIBIO—Applied Molecular Biosciences Unit, Laboratory of Biochemistry, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira, n° 228, 4050-313 Porto, Portugal; (C.F.A.); (N.T.)
- Associate Laboratory i4HB, Institute for Health and Bioeconomy, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira, n° 228, 4050-313 Porto, Portugal
| | - Georgina Correia-da-Silva
- UCIBIO—Applied Molecular Biosciences Unit, Laboratory of Biochemistry, Department of Biological Sciences, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira, n° 228, 4050-313 Porto, Portugal; (C.F.A.); (N.T.)
- Associate Laboratory i4HB, Institute for Health and Bioeconomy, Faculty of Pharmacy, University of Porto, Rua Jorge Viterbo Ferreira, n° 228, 4050-313 Porto, Portugal
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Łażewska D, Kieć-Kononowicz K. Histamine H 3 receptor antagonists/inverse agonists: a patent review (October 2017 - December 2023) documenting progress. Expert Opin Ther Pat 2025:1-25. [PMID: 39757430 DOI: 10.1080/13543776.2024.2446227] [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: 06/28/2024] [Accepted: 12/20/2024] [Indexed: 01/07/2025]
Abstract
INTRODUCTION Histamine H3 receptor antagonists/inverse agonists, since the discovery of histamine H3 receptor (H3R), are important ligands in the search for new potential drugs. The most interesting are CNS diseases as these receptors are mainly there present. AREAS COVERED The current review covers patent applications/patents that were published during the last 6 years (October 2017 - December 2023). Documents were found in two free available patent databases: Espacenet and PatentScope and divided into three basic categories such as methods, compounds, and therapeutic indications. It provides an overview of 51 patent applications/patents. Many pharmaceutical compositions with H3R antagonists/inverse agonists have been claimed. Furthermore, PubMed, Scopus, and ClinicalTrials databases were searched for literature to prepare this review. EXPERT OPINION Interest in the H3R field is still high and has remained almost unchanged over the last 10 years in the number of publications, but the type of publications has changed (fewer new ligands, more pharmacological studies). Currently, the search for new H3R ligands is focused on multi-target compounds. The first crystal structure of H3R with a ligand appeared. New therapeutic indications, such as autism, fatigue, and Prader-Willi syndrome, are verified in clinical trials.
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Affiliation(s)
- Dorota Łażewska
- Department of Technology and Biotechnology of Drugs, Jagiellonian University Medical College, Kraków, Poland
| | - Katarzyna Kieć-Kononowicz
- Department of Technology and Biotechnology of Drugs, Jagiellonian University Medical College, Kraków, Poland
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15
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Zhang Z, Su R, Liu J, Chen K, Wu C, Sun P, Sun T. Tubulin/HDAC dual-target inhibitors: Insights from design strategies, SARs, and therapeutic potential. Eur J Med Chem 2025; 281:117022. [PMID: 39500063 DOI: 10.1016/j.ejmech.2024.117022] [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: 09/23/2024] [Revised: 10/21/2024] [Accepted: 10/30/2024] [Indexed: 12/02/2024]
Abstract
Microtubules, one of the cytoskeletons in eukaryotic cells, maintain the proper operation of several cellular functions. Additionally, they are regulated by the acetylation of HDAC6 and SIRT2 which affects microtubule dynamics. Given the fact that tubulin and HDAC inhibitors play a synergistic effect in the treatment of many cancers, the development of tubulin/HDAC dual-target inhibitors is conducive to addressing multiple limitations including drug resistance, dose toxicity, and unpredictable pharmacokinetic properties. At present, tubulin/HDAC dual-target inhibitors have been obtained in three main ways: uncleavable linked pharmacophores, cleavable linked pharmacophores, and modification of single-target drugs. Their therapeutic efficacy has been verified in vivo and in vitro assays. In this article, we reviewed the research progress of tubulin/HDAC dual inhibitors from design strategies, SARs, and biological activities, which may provide help for the discovery of novel tubulin/HDAC dual inhibitors.
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Affiliation(s)
- Zhen Zhang
- Key Laboratory of Structure-Based Drug Design and Discovery, Shenyang Pharmaceutical University, Ministry of Education. Shenyang 110016, PR China
| | - Rui Su
- Key Laboratory of Structure-Based Drug Design and Discovery, Shenyang Pharmaceutical University, Ministry of Education. Shenyang 110016, PR China
| | - Junao Liu
- Key Laboratory of Structure-Based Drug Design and Discovery, Shenyang Pharmaceutical University, Ministry of Education. Shenyang 110016, PR China
| | - Keyu Chen
- Key Laboratory of Structure-Based Drug Design and Discovery, Shenyang Pharmaceutical University, Ministry of Education. Shenyang 110016, PR China
| | - Chengjun Wu
- Key Laboratory of Structure-Based Drug Design and Discovery, Shenyang Pharmaceutical University, Ministry of Education. Shenyang 110016, PR China.
| | - Pinghua Sun
- Key Laboratory of Structure-Based Drug Design and Discovery, Shenyang Pharmaceutical University, Ministry of Education. Shenyang 110016, PR China; Key Laboratory of Xinjiang Phytomedicine Resource and Utilization, Ministry of Education, School of Pharmacy, Shihezi University, Shihezi, 832003, PR China.
| | - Tiemin Sun
- Key Laboratory of Structure-Based Drug Design and Discovery, Shenyang Pharmaceutical University, Ministry of Education. Shenyang 110016, PR China.
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16
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Raman K, Kumar R, Musante CJ, Madhavan S. Integrating Model-Informed Drug Development With AI: A Synergistic Approach to Accelerating Pharmaceutical Innovation. Clin Transl Sci 2025; 18:e70124. [PMID: 39797502 PMCID: PMC11724156 DOI: 10.1111/cts.70124] [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: 07/22/2024] [Revised: 12/18/2024] [Accepted: 12/19/2024] [Indexed: 01/13/2025] Open
Abstract
The pharmaceutical industry constantly strives to improve drug development processes to reduce costs, increase efficiencies, and enhance therapeutic outcomes for patients. Model-Informed Drug Development (MIDD) uses mathematical models to simulate intricate processes involved in drug absorption, distribution, metabolism, and excretion, as well as pharmacokinetics and pharmacodynamics. Artificial intelligence (AI), encompassing techniques such as machine learning, deep learning, and Generative AI, offers powerful tools and algorithms to efficiently identify meaningful patterns, correlations, and drug-target interactions from big data, enabling more accurate predictions and novel hypothesis generation. The union of MIDD with AI enables pharmaceutical researchers to optimize drug candidate selection, dosage regimens, and treatment strategies through virtual trials to help derisk drug candidates. However, several challenges, including the availability of relevant, labeled, high-quality datasets, data privacy concerns, model interpretability, and algorithmic bias, must be carefully managed. Standardization of model architectures, data formats, and validation processes is imperative to ensure reliable and reproducible results. Moreover, regulatory agencies have recognized the need to adapt their guidelines to evaluate recommendations from AI-enhanced MIDD methods. In conclusion, integrating model-driven drug development with AI offers a transformative paradigm for pharmaceutical innovation. By integrating the predictive power of computational models and the data-driven insights of AI, the synergy between these approaches has the potential to accelerate drug discovery, optimize treatment strategies, and usher in a new era of personalized medicine, benefiting patients, researchers, and the pharmaceutical industry as a whole.
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Affiliation(s)
- Karthik Raman
- Centre for Integrative Biology and Systems mEdicine (IBSE), Wadhwani School of Data Science and AIIndian Institute of Technology (IIT) MadrasChennaiIndia
- Department of Data Science and AI, Wadhwani School of Data Science and AIIIT MadrasChennaiIndia
| | | | - Cynthia J. Musante
- Translational Clinical SciencesPfizer Research and DevelopmentCambridgeMassachusettsUSA
| | - Subha Madhavan
- Global Biometrics and Data ManagementPfizer Research and DevelopmentNew YorkNew YorkUSA
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17
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Dettori I, Bulli I, Venturini M, Magni G, Cherchi F, Rossi F, Lee H, Pedata F, Jacobson KA, Pugliese AM, Coppi E. MRS3997, a dual adenosine A 2A/A 2B receptor agonist, reduces brain ischemic damage and alleviates neuroinflammation in rats. Neuropharmacology 2025; 262:110214. [PMID: 39522676 PMCID: PMC11789432 DOI: 10.1016/j.neuropharm.2024.110214] [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: 05/28/2024] [Revised: 10/30/2024] [Accepted: 11/07/2024] [Indexed: 11/16/2024]
Abstract
The endogenous neuromodulator adenosine is massively released during hypoxic/ischemic insults and differentially modulates post-ischemic damage depending on the expression and recruitment of its four metabotropic receptor subtypes, namely A1, A2A, A2B and A3 receptors (A1Rs, A2ARs, A2BRs and A3Rs). We previously demonstrated, by using a model of transient middle cerebral artery occlusion (tMCAo) in rats, that selective activation of A2ARs, as well as A2BRs, ameliorates post-ischemic brain damage in contrast to neuroinflammation. In the present study, we investigated whether the multitarget nucleoside MRS3997, a full agonist at both A2ARs and A2BRs, would afford higher neuroprotection in post-ischemic damage. Chronic systemic treatment with MRS3997 reduced neurological deficit, body weight loss and infarct volume in the cortex and striatum measured 7 days after ischemia. The dual agonist counteracted neuronal loss, reduced myelin damage, and prevented morphological changes indicative of microglia and astrocyte activation. Finally, MRS3997 shifted plasma cytokine levels to an anti-inflammatory profile. These effects were preceded, at 2 days after the insult, by a reduced granulocyte infiltration in the ischemic cortex and, differently from what was observed with selective A2AR or A2BR agonism, also in striatum. In summary, we demonstrate here that MRS3997, systemically administered for 7 days after tMCAO, protects ischemic areas from neuronal and glial damage and inhibits neuroinflammation, therefore representing an attractive strategy to ameliorate post-stroke damage and neurological symptoms.
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Affiliation(s)
- Ilaria Dettori
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), Division of Pharmacology and Toxicology, University of Florence, Florence, Italy.
| | - Irene Bulli
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), Division of Pharmacology and Toxicology, University of Florence, Florence, Italy
| | - Martina Venturini
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), Division of Pharmacology and Toxicology, University of Florence, Florence, Italy
| | - Giada Magni
- Institute of Applied Physics "Nello Carrara", National Research Council (IFAC-CNR), Sesto Fiorentino, Florence, Italy
| | - Federica Cherchi
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), Division of Pharmacology and Toxicology, University of Florence, Florence, Italy
| | - Francesca Rossi
- Institute of Applied Physics "Nello Carrara", National Research Council (IFAC-CNR), Sesto Fiorentino, Florence, Italy
| | - Hobin Lee
- Molecular Recognition Section, Laboratory of Bioorganic Chemistry, National Institute of Diabe-tes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Felicita Pedata
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), Division of Pharmacology and Toxicology, University of Florence, Florence, Italy
| | - Kenneth A Jacobson
- Molecular Recognition Section, Laboratory of Bioorganic Chemistry, National Institute of Diabe-tes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Anna Maria Pugliese
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), Division of Pharmacology and Toxicology, University of Florence, Florence, Italy.
| | - Elisabetta Coppi
- Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), Division of Pharmacology and Toxicology, University of Florence, Florence, Italy
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18
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Ogos M, Stary D, Bajda M. Recent Advances in the Search for Effective Anti-Alzheimer's Drugs. Int J Mol Sci 2024; 26:157. [PMID: 39796014 PMCID: PMC11720639 DOI: 10.3390/ijms26010157] [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: 11/14/2024] [Revised: 12/19/2024] [Accepted: 12/23/2024] [Indexed: 01/13/2025] Open
Abstract
Alzheimer's disease, the most common form of dementia, is characterized by the deposition of amyloid plaques and neurofibrillary tangles in the brain, leading to the loss of neurons and a decline in a person's memory and cognitive function. As a multifactorial disease, Alzheimer's involves multiple pathogenic mechanisms, making its treatment particularly challenging. Current drugs approved for the treatment of Alzheimer's disease only alleviate symptoms but cannot stop the progression. Moreover, these drugs typically target a single pathogenic mechanism, leaving other contributing factors unaddressed. Recent advancements in drug design have led to the development of multi-target-directed ligands (MTDLs), which have gained popularity for their ability to simultaneously target multiple pathogenic mechanisms. This paper focuses on analyzing the activity, mechanism of action, and binding properties of the anti-Alzheimer's MTDLs developed between 2020 and 2024.
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Affiliation(s)
| | | | - Marek Bajda
- Department of Physicochemical Drug Analysis, Jagiellonian University Medical College, Medyczna Str. 9, 30-688 Kraków, Poland; (M.O.); (D.S.)
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19
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Liu J, Liu Y, Tang J, Gong Q, Yan G, Fan H, Zhang X, Pu C. Recent advances in dual PROTACs degrader strategies for disease treatment. Eur J Med Chem 2024; 279:116901. [PMID: 39341095 DOI: 10.1016/j.ejmech.2024.116901] [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: 08/20/2024] [Revised: 09/18/2024] [Accepted: 09/20/2024] [Indexed: 09/30/2024]
Abstract
Proteolysis-targeting chimeras (PROTACs) is regarded as an emerging therapeutic strategy with unlimited potential because of its mechanism of inducing target protein degradation though harnessing ubiquitin-proteasome system (UPS). Recently, researchers are combining the advantages of PROTACs and dual-targeted drugs to explore some new types of dual PROTACs degraders. The utilization of dual PROTACs not only enhances the efficiency of selective degradation for two or more distinct proteins, but also facilitates synergistic interactions between target proteins to optimize therapeutic efficacy as well as overcome resistance. In this review, we briefly investigate the innovative strategies of dual degraders based on bivalent or trivalent "Y-type" PROTACs in recent years, outline their design principles, degradation effects, and anticancer activities. Moreover, their advantages and limitations compared with traditional PROTACs will be discussed and provide the outlook on the associated challenges. Meaningfully, the development and application of these dual-targeted PROTACs may point out new directions for replacing numerous combination regimens in the future.
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Affiliation(s)
- Jianyu Liu
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu, Sichuan, 610031, China
| | - Yanzhuo Liu
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu, Sichuan, 610031, China
| | - Jiao Tang
- Department of Laboratory Medicine, Xindu District People's Hospital, Chengdu, Sichuan, 610500, China
| | - Qianyuan Gong
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu, Sichuan, 610031, China
| | - Guoyi Yan
- School of pharmacy, Xinxiang University, Xinxiang, Henan, 453003, China
| | - Hengrui Fan
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu, Sichuan, 610031, China
| | - Xueping Zhang
- Sichuan Provincial Maternity and Child Health Care Hospital, The Affiliated Women's and Children's Hospital of Chengdu Medical College, Chengdu, Sichuan, 610041, China.
| | - Chunlan Pu
- Medical Research Center, The Third People's Hospital of Chengdu, The Affiliated Hospital of Southwest Jiaotong University, Chengdu, Sichuan, 610031, China.
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20
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Godara P, Reddy KS, Sahu W, Naik B, Srivastava V, Das R, Mahor A, Kumar P, Giri R, Anirudh J, Tak H, Banavath HN, Bhatt TK, Goyal AK, Prusty D. Structure-based virtual screening against multiple Plasmodium falciparum kinases reveals antimalarial compounds. Mol Divers 2024; 28:3661-3681. [PMID: 38127294 DOI: 10.1007/s11030-023-10770-z] [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: 06/09/2023] [Accepted: 11/11/2023] [Indexed: 12/23/2023]
Abstract
The continuous emergence of resistance against most frontline antimalarial drugs has led to countless deaths in malaria-endemic countries, counting 619,000 deaths in 2021, with mutation in drug targets being the sole cause. As mutation is correlated frequently with fitness cost, the likelihood of mutation emergence in multiple targets at a time is extremely low. Hence, multitargeting compounds may seem promising to address drug resistance issues with additional benefits like increased efficacy, improved safety profile, and the requirement of fewer pills compared to traditional single and combinational drugs. In this study, we attempted to use the High Throughput Virtual Screening approach to predict multitarget inhibitors against six chemically validated Plasmodium falciparum (Pf) kinases (PfPKG, PfMAP2, PfCDPK4, PfTMK, PfPK5, PfPI4K), resulting in 21 multitargeting hits. The molecular dynamic simulation of the top six complexes (Myricetin-MAP2, Quercetin-CDPK4, Myricetin-TMK, Quercetin-PKG, Salidroside-PK5, and Salidroside-PI4K) showed stable interactions. Moreover, hierarchical clustering reveals the structural divergence of the compounds from the existing antimalarials, indicating less chance of cross-resistance. Additionally, the top three hits were validated through parasite growth inhibition assays, with quercetin and myricetin exhibiting an IC50 value of 1.84 and 3.93 µM, respectively.
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Affiliation(s)
- Priya Godara
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, NH-8, Bandarsindri, Kishangarh, Ajmer, Rajasthan, 305817, India
| | - K Sony Reddy
- School of Biotechnology, Kalinga Institute of Industrial Technology (Deemed University), Bhubaneswar, 751024, India
| | - Welka Sahu
- School of Biotechnology, Kalinga Institute of Industrial Technology (Deemed University), Bhubaneswar, 751024, India
| | - Biswajit Naik
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, NH-8, Bandarsindri, Kishangarh, Ajmer, Rajasthan, 305817, India
| | - Varshita Srivastava
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, NH-8, Bandarsindri, Kishangarh, Ajmer, Rajasthan, 305817, India
| | - Rusham Das
- Department of Pharmacy, School of Chemical Sciences and Pharmacy, Central University of Rajasthan, NH-8, Bandarsindri, Kishangarh, Ajmer, Rajasthan, 305817, India
| | - Ajay Mahor
- Department of Pharmacy, School of Chemical Sciences and Pharmacy, Central University of Rajasthan, NH-8, Bandarsindri, Kishangarh, Ajmer, Rajasthan, 305817, India
| | - Prateek Kumar
- School of Basic Sciences, Indian Institute of Technology Mandi, Kamand, India
| | - Rajanish Giri
- School of Basic Sciences, Indian Institute of Technology Mandi, Kamand, India
| | - Jivanage Anirudh
- Department of Sports Biosciences, School of Sport Sciences, Central University of Rajasthan, Ajmer, India
| | - Harshita Tak
- Department of Sports Biosciences, School of Sport Sciences, Central University of Rajasthan, Ajmer, India
| | - Hemanth Naick Banavath
- Department of Sports Biosciences, School of Sport Sciences, Central University of Rajasthan, Ajmer, India
| | - Tarun Kumar Bhatt
- Department of Biotechnology, School of Life Sciences, Central University of Rajasthan, NH-8, Bandarsindri, Kishangarh, Ajmer, Rajasthan, 305817, India
| | - Amit Kumar Goyal
- Department of Pharmacy, School of Chemical Sciences and Pharmacy, Central University of Rajasthan, NH-8, Bandarsindri, Kishangarh, Ajmer, Rajasthan, 305817, India
| | - Dhaneswar Prusty
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, NH-8, Bandarsindri, Kishangarh, Ajmer, Rajasthan, 305817, India.
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21
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Knez D, Wang F, Duan WX, Hrast Rambaher M, Gobec S, Cheng XY, Wang XB, Mao CJ, Liu CF, Frlan R. Development of novel aza-stilbenes as a new class of selective MAO-B inhibitors for the treatment of Parkinson's disease. Bioorg Chem 2024; 153:107877. [PMID: 39396452 DOI: 10.1016/j.bioorg.2024.107877] [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: 06/16/2024] [Revised: 09/21/2024] [Accepted: 10/05/2024] [Indexed: 10/15/2024]
Abstract
Parkinson's disease (PD) is a neurodegenerative disorder characterized by a progressive loss of nigrostriatal dopaminergic neurons. Inhibitors of monoamine oxidase B (MAO-B) have shown promise in alleviating motor symptoms and reducing oxidative stress associated with PD. In this study, we report the novel use of an azastilbene-based compound library for screening human (h)MAO-B, followed by optimization of initial hits to obtain compounds with low nanomolar inhibitory potencies (compound 9, IC50 = 42 nM) against hMAO-B. To ensure specificity and minimize false positives due to non-specific hydrophobic interactions, we performed comprehensive selectivity profiling against hMAO-A, butyrylcholinesterase (hBChE) and acetylcholinesterase (hAChE) - enzymes with hydrophobic active sites that are structurally distinct from hMAO-B. Docking analysis with Glide provided valuable insights into the binding interactions between the inhibitors and hMAO-B and also explained the selectivity against hMAO-A. In the cell-based model of Parkinson's disease, one of the compounds significantly reduced rotenone-induced accumulation of reactive oxygen species. In addition, these compounds showed a protective effect against acute 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP)-induced motor dysfunction in PD model mice and reduced MPTP-induced loss of striatal tyrosine hydroxylase-positive neurons in the substantia nigra. These results make azastilbene-based compounds a promising new class of hMAO-B inhibitors with potential therapeutic applications in Parkinson's disease and related neurodegenerative disorders.
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Affiliation(s)
- Damijan Knez
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Fen Wang
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China; Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou 215123, China
| | - Wen-Xiang Duan
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
| | - Martina Hrast Rambaher
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Stanislav Gobec
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Xiao-Yu Cheng
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
| | - Xiao-Bo Wang
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou 215123, China
| | - Cheng-Jie Mao
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China
| | - Chun-Feng Liu
- Department of Neurology and Clinical Research Center of Neurological Disease, The Second Affiliated Hospital of Soochow University, Suzhou 215004, China; Jiangsu Key Laboratory of Neuropsychiatric Diseases and Institute of Neuroscience, Soochow University, Suzhou 215123, China.
| | - Rok Frlan
- University of Ljubljana, Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Aškerčeva 7, 1000 Ljubljana, Slovenia.
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22
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Ferjančič Benetik S, Knez D, Obreza A, Košak U, Gobec S. Dual inhibition of butyrylcholinesterase and p38α mitogen-activated protein kinase: A new approach for the treatment of Alzheimer's disease. Pharmacol Ther 2024; 264:108748. [PMID: 39521443 DOI: 10.1016/j.pharmthera.2024.108748] [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: 07/02/2024] [Revised: 10/25/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024]
Abstract
The simultaneous targeting of neuroinflammation and cholinergic hypofunction, the key pathological changes in Alzheimer's disease (AD), is not addressed by drugs currently in clinical trials, highlighting a critical therapeutic gap. We propose that dual-acting small molecules that inhibit butyrylcholinesterase (BChE) and mitogen-activated protein kinase p38α (p38α MAPK) represent a novel strategy to combat AD. This hypothesis is supported by cellular and animal studies as well as in silico modelling showing that it is possible to act simultaneously on both enzymes. Amyloid beta (Aβ) plaques trigger a pro-inflammatory microglial response that overactivates p38α MAPK, leading to increased Aβ synthesis, tau hyperphosphorylation, and altered synaptic plasticity. Overactivated microglia exacerbate neuroinflammation and cholinergic degeneration, ultimately leading to cognitive impairment. Structural similarities between the binding sites of BChE and p38α MAPK provide a promising basis for the development of dual inhibitors that could alleviate AD symptoms and address the underlying pathology.
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Affiliation(s)
| | - Damijan Knez
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Aleš Obreza
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Urban Košak
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva 7, 1000 Ljubljana, Slovenia
| | - Stanislav Gobec
- University of Ljubljana, Faculty of Pharmacy, Aškerčeva 7, 1000 Ljubljana, Slovenia.
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23
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Jin X, Wang Y, Chen J, Niu M, Yang Y, Zhang Q, Bao G. Novel dual-targeting inhibitors of NSD2 and HDAC2 for the treatment of liver cancer: structure-based virtual screening, molecular dynamics simulation, and in vitro and in vivo biological activity evaluations. J Enzyme Inhib Med Chem 2024; 39:2289355. [PMID: 38059332 PMCID: PMC11721945 DOI: 10.1080/14756366.2023.2289355] [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: 07/19/2023] [Revised: 11/02/2023] [Accepted: 11/26/2023] [Indexed: 12/08/2023] Open
Abstract
Liver cancer exhibits a high degree of heterogeneity and involves intricate mechanisms. Recent research has revealed the significant role of histone lysine methylation and acetylation in the epigenetic regulation of liver cancer development. In this study, five inhibitors capable of targeting both histone lysine methyltransferase nuclear receptor-binding SET domain 2 (NSD2) and histone deacetylase 2 (HDAC2) were identified using a structure-based virtual screening approach. Notably, DT-NH-1 displayed a potent inhibition of NSD2 (IC50 = 0.08 ± 0.03 μM) and HDAC2 (IC50 = 5.24 ± 0.87 nM). DT-NH-1 also demonstrated a strong anti-proliferative activity against various liver cancer cell lines, particularly HepG2 cells, and exhibited a high level of biological safety. In an experimental xenograft model involving HepG2 cells, DT-NH-1 showed a significant reduction in tumour growth. Consequently, these findings indicate that DT-NH-1 will be a promising lead compound for the treatment of liver cancer with epigenetic dual-target inhibitors.
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Affiliation(s)
- Xing Jin
- Department of Laboratory Medicine, The Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Yuting Wang
- Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing, China
| | - Jing Chen
- Department of Laboratory Medicine, The Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Miaomiao Niu
- Department of Pharmaceutical Analysis, China Pharmaceutical University, Nanjing, China
| | - Yang Yang
- Department of Laboratory Medicine, The Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Qiaoxuan Zhang
- Department of Laboratory Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine (Guangdong Provincial Hospital of Chinese Medicine), Guangzhou, China
- State Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Guangyu Bao
- Department of Laboratory Medicine, The Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
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24
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Mukaidaisi M, Ahmed M, Grantham K, Al-Jumaily A, Dedhar S, Organ M, Tchagang A, Hou J, Ahmed SE, Dividino R, Li Y. "Several birds with one stone": exploring the potential of AI methods for multi-target drug design. Mol Divers 2024:10.1007/s11030-024-11042-0. [PMID: 39580772 DOI: 10.1007/s11030-024-11042-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Accepted: 11/01/2024] [Indexed: 11/26/2024]
Abstract
Drug discovery is a time-consuming and expensive process. Artificial intelligence (AI) methodologies have been adopted to cut costs and speed up the drug development process, serving as promising in silico approaches to efficiently design novel drug candidates targeting various health conditions. Most existing AI-driven drug discovery studies follow a single-target approach which focuses on identifying compounds that bind a target (i.e., one-drug-one-target approach). Polypharmacology is a relatively new concept that takes a systematic approach to search for a compound (or a combination of compounds) that can bind two or more carefully selected protein biomarkers simultaneously to synergistically treat the disease. Recent studies have demonstrated that multi-target drugs offer superior therapeutic potentials compared to single-target drugs. However, it is intuitively thought that searching for multi-target drugs is more challenging than finding single-target drugs. At present, it is unclear how AI approaches perform in designing multi-target drugs. In this paper, we comprehensively investigated the performance of multi-objective AI approaches for multi-target drug design. Our findings are quite counter-intuitive demonstrating that, in fact, AI approaches for multi-target drug design are able to efficiently generate more high-quality novel compounds than the single-target approaches while satisfying a number of constraints.
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Affiliation(s)
- Muhetaer Mukaidaisi
- Department of Computer Science, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
| | - Madiha Ahmed
- Department of Computer Science, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
- Department of Mathematics and Statistics, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
| | - Karl Grantham
- Department of Computer Science, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
| | - Aws Al-Jumaily
- Department of Computer Science, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
| | - Shoukat Dedhar
- British Columbia Cancer Research Centre, Department of Biochemistry and Molecular Biology, University of British Columbia, 675 West 10th Avenue, Vancouver, British Columbia, V5Z 1G1, Canada
| | - Michael Organ
- Department of Chemistry and Biomolecular Sciences, University of Ottawa, 75 Laurier Avenue E, Ottawa, Ontario, K1N 6N5, Canada
| | - Alain Tchagang
- Digital Technologies Research Centre, National Research Council Canada, 1200 Montreal Road, Ottawa, Ontario, K1A 0R6, Canada
| | - Jinqiang Hou
- Department of Chemistry, Lakehead University, 955 Oliver Road, Thunder Bay, Ontario, P7B 5E1, Canada
- Thunder Bay Regional Health Research Institute, 980 Oliver Road, Thunder Bay, Ontario, P7B 6V4, Canada
| | - Syed Ejaz Ahmed
- Department of Mathematics and Statistics, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada
| | - Renata Dividino
- Department of Computer Science, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada.
| | - Yifeng Li
- Department of Computer Science, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada.
- Department of Biological Sciences, Brock University, 1812 Sir Isaac Brock Way, St. Catharines, Ontario, L2S 3A1, Canada.
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25
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Bora K, Sarma M, Kanaujia SP, Dubey VK. Development of novel dual-target drugs against visceral leishmaniasis and combinational study with miltefosine. Free Radic Biol Med 2024; 225:275-285. [PMID: 39388970 DOI: 10.1016/j.freeradbiomed.2024.10.257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 08/31/2024] [Accepted: 10/02/2024] [Indexed: 10/12/2024]
Abstract
The dual-target inhibitors (ZINC000008876351 and ZINC000253403245) were identified by utilizing an advanced computational drug discovery method by targeting two critical enzymes such as FeSODA (Iron superoxide dismutase) and TryR (Trypanothione reductase) within the antioxidant defense system of Leishmania donovani (Ld). In vitro enzyme inhibition kinetics reveals that both the compound's ability to inhibit the function of enzyme LdFeSODA and LdTryR with inhibition constant (Ki) value in the low μM range. Flow cytometry analysis, specifically at IC50 and 2X IC50 doses of both the compounds, the intracellular ROS was significantly increased as compared to the untreated control. The compounds ZINC000253403245 and ZINC000008876351 exhibited strong anti-leishmanial activity in a dose-dependent manner against both the promastigote and amastigote stages of the parasite. The data indicate that these molecules hold promise as potential anti-leishmanial agents for developing new treatments against visceral leishmaniasis, specifically targeting the LdFeSODA and LdTryR enzymes. Additionally, the in vitro MTT assay shows that combining these compounds with miltefosine produces a synergistic effect compared to miltefosine alone. This suggests that the compounds can boost miltefosine's effectiveness by synergistically inhibiting the growth of L. donovani promastigotes. Given the emergence of miltefosine resistance in some Leishmania strains, these findings are particularly significant.
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Affiliation(s)
- Kushal Bora
- School of Biochemical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, Uttar Pradesh, India; Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Guwahati - 781039, Assam, India
| | - Manash Sarma
- School of Biochemical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, Uttar Pradesh, India
| | - Shankar Prasad Kanaujia
- Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Guwahati - 781039, Assam, India
| | - Vikash Kumar Dubey
- School of Biochemical Engineering, Indian Institute of Technology (BHU), Varanasi 221005, Uttar Pradesh, India.
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26
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Budamagunta MS, Mori H, Silk J, Slez RR, Bognár B, Mendiola UR, Kálai T, Maezawa I, Voss JC. Nitroxyl Hybrids with Curcumin and Stilbene Scaffolds Display Potent Antioxidant Activity, Remodel the Amyloid Beta Oligomer, and Reverse Amyloid Beta-Induced Cytotoxicity. Antioxidants (Basel) 2024; 13:1411. [PMID: 39594552 PMCID: PMC11591036 DOI: 10.3390/antiox13111411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2024] [Revised: 11/13/2024] [Accepted: 11/14/2024] [Indexed: 11/28/2024] Open
Abstract
The disorder and heterogeneity of low-molecular-weight amyloid-beta oligomers (AβOs) underlie their participation in multiple modes of cellular dysfunction associated with the etiology of Alzheimer's disease (AD). The lack of specified conformational states in these species complicates efforts to select or design small molecules to targeting discrete pathogenic states. Furthermore, targeting AβOs alone may be therapeutically insufficient, as AD progresses as a multifactorial, self-amplifying cascade. To address these challenges, we have screened the activity of seven new candidates that serve as Paramagnetic Amyloid Ligand (PAL) candidates. PALs are bifunctional small molecules that both remodel the AβO structure and localize a potent antioxidant that mimics the activity of SOD within live cells. The candidates are built from either a stilbene or curcumin scaffold with nitroxyl moiety to serve as catalytic antioxidants. Measurements of PAL AβO binding and remolding along with assessments of bioactivity allow for the extraction of useful SAR information from screening data. One candidate (HO-4450; PMT-307), with a six-membered nitroxyl ring attached to a stilbene ring, displays the highest potency in protecting against cell-derived Aβ. A preliminary low-dose evaluation in AD model mice provides evidence of modest treatment effects by HO-4450. The results for the curcumin PALs demonstrate that the retention of the native curcumin phenolic groups is advantageous to the design of the hybrid PAL candidates. Finally, the PAL remodeling of AβO secondary structures shows a reasonable correlation between a candidate's bioactivity and its ability to reduce the fraction of antiparallel β-strand.
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Affiliation(s)
- Madhu S. Budamagunta
- Department of Biochemistry & Molecular Medicine, University of California, Davis, CA 95616, USA; (M.S.B.); (J.S.); (R.R.S.)
| | - Hidetoshi Mori
- Center for Genomic Pathology, University of California Davis, Sacramento, CA 95817, USA
| | - Joshua Silk
- Department of Biochemistry & Molecular Medicine, University of California, Davis, CA 95616, USA; (M.S.B.); (J.S.); (R.R.S.)
- Paramag Biosciences Inc., 720 Olive Drive, Davis, CA 95616, USA
| | - Ryan R. Slez
- Department of Biochemistry & Molecular Medicine, University of California, Davis, CA 95616, USA; (M.S.B.); (J.S.); (R.R.S.)
| | - Balázs Bognár
- Institute of Organic and Medicinal Chemistry, Faculty of Pharmacy, University of Pécs, Honvéd St. 1., H-7624 Pécs, Hungary; (B.B.); (T.K.)
- János Szentágothai Research Center, Ifjúság St. 20., H-7624 Pécs, Hungary
| | - Ulises Ruiz Mendiola
- M.I.N.D. Institute and Department of Pathology and Laboratory Medicine, University of California Davis, Sacramento, CA 95817, USA;
| | - Tamás Kálai
- Institute of Organic and Medicinal Chemistry, Faculty of Pharmacy, University of Pécs, Honvéd St. 1., H-7624 Pécs, Hungary; (B.B.); (T.K.)
- János Szentágothai Research Center, Ifjúság St. 20., H-7624 Pécs, Hungary
| | - Izumi Maezawa
- M.I.N.D. Institute and Department of Pathology and Laboratory Medicine, University of California Davis, Sacramento, CA 95817, USA;
| | - John C. Voss
- Department of Biochemistry & Molecular Medicine, University of California, Davis, CA 95616, USA; (M.S.B.); (J.S.); (R.R.S.)
- Paramag Biosciences Inc., 720 Olive Drive, Davis, CA 95616, USA
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27
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Geng Z, Zheng Y, Li Q, Pan D, Lu X, Chen F, Zhang Y, Li K, Zhou K, Shi L, Wang Y. PPARA variant rs1800234 had a dose dependent pharmacogenetics impact on the therapeutic response to chiglitazar. Pharmacogenomics 2024; 25:605-610. [PMID: 39555806 DOI: 10.1080/14622416.2024.2430163] [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: 09/18/2024] [Accepted: 11/13/2024] [Indexed: 11/19/2024] Open
Abstract
BACKGROUND Our objective was to explore the pharmacogenetic impact of three known functional variants in drug target genes and determine whether they can explain the inter-individual variation in therapeutic response. METHODS In a post hoc analysis of data from randomized controlled clinical trials of chiglitazar, we genotyped 481 Chinese patients with T2DM and investigated the association of variants in PPAR genes with the therapeutic outcome separated by dose using linear regression. RESULTS rs1800234, a gain-of-function variant of PPARA, had a dose-dependent pharmacogenetic impact on the therapeutic response to chiglitazar. The C allele was significantly associated with reduced therapeutic response in the 48 mg group, while no significant association was observed in the 32 mg group. In addition, in patients without the C allele, patients treated with 48 mg chiglitazar had a better therapeutic response than those treated with 32 mg chiglitazar. To the contrary, in patients with the C allele, patients treated with 48 mg chiglitazar had a worse therapeutic response than those treated with 32 mg of chiglitazar. CONCLUSION The PPARA variant rs1800234 had a dose-dependent pharmacogenetic impact on the therapeutic response to chiglitazar. It could help explain the absence of a dose effect of chiglitazar and serve as a potential biomarker for the chosen dose of chiglitazar in the future. In addition, our study provided important reference for the design and clinical application of multi-target drugs.
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Affiliation(s)
- Zhaoxu Geng
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Yuanting Zheng
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute and Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Qian Li
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing, China
| | - Desi Pan
- Shenzhen Chipscreen Biosciences Co. Ltd, Shenzhen, Guangdong, China
| | - Xianping Lu
- Shenzhen Chipscreen Biosciences Co. Ltd, Shenzhen, Guangdong, China
| | - Fei Chen
- China-Japan Friendship Hospital, Beijing, China
| | - Ying Zhang
- School of Clinical and Basic Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Keying Li
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Kaixin Zhou
- Guangzhou Laboratory, Guangzhou International Bio Island, Guangzhou, China
| | - Leming Shi
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute and Shanghai Cancer Center, Fudan University, Shanghai, China
| | - You Wang
- Center for Translational Research, Shenzhen Bay Laboratory, Shenzhen, Guangdong, China
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28
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Ashitha KT, Lakshmi S, Anjali S, Krishna A, Prakash V, Anbumani S, Priya S, Somappa SB. Design and discovery of carboxamide-based pyrazole conjugates with multifaceted potential against Triple-Negative Breast cancer MDA-MB-231 cells. Bioorg Med Chem Lett 2024; 113:129960. [PMID: 39265894 DOI: 10.1016/j.bmcl.2024.129960] [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: 05/08/2024] [Revised: 08/31/2024] [Accepted: 09/09/2024] [Indexed: 09/14/2024]
Abstract
We report the design, synthesis, and validation of carboxamide-based pyrazole and isoxazole conjugates with a multifaceted activity against Breast Cancer Cell Line MDA-MB-231. The study established that amongst the series, N-(3,5-bis(trifluoromethyl)benzyl)-3-(3,4,5-trimethoxyphenyl)-1H-pyrazole-5-carboxamide (5g) exhibits the highest potency in inhibiting Breast Cancer Cell Line MDA-MB-231 with an IC50 value of 15.08 ± 0.04 µM. The MDA-MB-231 cells, upon treatment with compound 5g, exhibited characteristic apoptotic specific activities such as nuclear fragmentation, phosphatidylserine translocation to the outer plasma membrane, release of lactate dehydrogenase (LDH), and upregulation of caspase 3 and caspase 9 activities. Also, the modulation of pro and antiapoptotic proteins in 5g treated MDA-MB-231 cells was revealed by membrane array analysis. More importantly, the combination of paclitaxel and compound 5g has exhibited improved activity by several folds via their synergistic effects.
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Affiliation(s)
- K T Ashitha
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology (NIIST), Thiruvananthapuram 695 019, Kerala, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - S Lakshmi
- Agro-processing and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology (NIIST), Thiruvananthapuram 695 019, Kerala, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - S Anjali
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology (NIIST), Thiruvananthapuram 695 019, Kerala, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Ajay Krishna
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology (NIIST), Thiruvananthapuram 695 019, Kerala, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Ved Prakash
- Ecotoxicology Laboratory, REACT Division, C.R. Krishnamurti (CRK) Campus, CSIR-Indian Institute of Toxicology Research, Lucknow 226 008, Uttar Pradesh, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Sadasivam Anbumani
- Ecotoxicology Laboratory, REACT Division, C.R. Krishnamurti (CRK) Campus, CSIR-Indian Institute of Toxicology Research, Lucknow 226 008, Uttar Pradesh, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - S Priya
- Agro-processing and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology (NIIST), Thiruvananthapuram 695 019, Kerala, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India.
| | - Sasidhar B Somappa
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology (NIIST), Thiruvananthapuram 695 019, Kerala, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India.
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29
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Angelova VT, Stoyanov BP, Simeonova R. New Insights into the Development of Donepezil-Based Hybrid and Natural Molecules as Multi-Target Drug Agents for Alzheimer's Disease Treatment. Molecules 2024; 29:5314. [PMID: 39598703 PMCID: PMC11596391 DOI: 10.3390/molecules29225314] [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: 09/28/2024] [Revised: 11/07/2024] [Accepted: 11/08/2024] [Indexed: 11/29/2024] Open
Abstract
Alzheimer's disease (AD) involves a complex pathophysiology with multiple interconnected subpathologies, including protein aggregation, impaired neurotransmission, oxidative stress, and microglia-mediated neuroinflammation. Current treatments, which generally target a single subpathology, have failed to modify the disease's progression, providing only temporary symptom relief. Multi-target drugs (MTDs) address several subpathologies, including impaired aggregation of pathological proteins. In this review, we cover hybrid molecules published between 2014 and 2024. We offer an overview of the strategies employed in drug design and approaches that have led to notable improvements and reduced hepatotoxicity. Our aim is to offer insights into the potential development of new Alzheimer's disease drugs. This overview highlights the potential of multi-target drugs featuring heterocycles with N-benzylpiperidine fragments and natural compounds in improving Alzheimer's disease treatment.
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Affiliation(s)
- Violina T. Angelova
- Department of Chemistry, Faculty of Pharmacy, Medical University of Sofia, 1000 Sofia, Bulgaria
| | - Boris P. Stoyanov
- Department of Pharmacology, Pharmacotherapy and Toxicology, Faculty of Pharmacy, Medical University of Sofia, 1000 Sofia, Bulgaria;
| | - Rumyana Simeonova
- Department of Pharmacology, Pharmacotherapy and Toxicology, Faculty of Pharmacy, Medical University of Sofia, 1000 Sofia, Bulgaria;
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Giorgioni G, Bonifazi A, Botticelli L, Cifani C, Matteucci F, Micioni Di Bonaventura E, Micioni Di Bonaventura MV, Giannella M, Piergentili A, Piergentili A, Quaglia W, Del Bello F. Advances in drug design and therapeutic potential of selective or multitarget 5-HT1A receptor ligands. Med Res Rev 2024; 44:2640-2706. [PMID: 38808959 DOI: 10.1002/med.22049] [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: 12/21/2023] [Revised: 03/14/2024] [Accepted: 05/03/2024] [Indexed: 05/30/2024]
Abstract
5-HT1A receptor (5-HT1A-R) is a serotoninergic G-protein coupled receptor subtype which contributes to several physiological processes in both central nervous system and periphery. Despite being the first 5-HT-R identified, cloned and studied, it still represents a very attractive target in drug discovery and continues to be the focus of a myriad of drug discovery campaigns due to its involvement in numerous neuropsychiatric disorders. The structure-activity relationship studies (SAR) performed over the last years have been devoted to three main goals: (i) design and synthesis of 5-HT1A-R selective/preferential ligands; (ii) identification of 5-HT1A-R biased agonists, differentiating pre- versus post-synaptic agonism and signaling cellular mechanisms; (iii) development of multitarget compounds endowed with well-defined poly-pharmacological profiles targeting 5-HT1A-R along with other serotonin receptors, serotonin transporter (SERT), D2-like receptors and/or enzymes, such as acetylcholinesterase and phosphodiesterase, as a promising strategy for the management of complex psychiatric and neurodegenerative disorders. In this review, medicinal chemistry aspects of ligands acting as selective/preferential or multitarget 5-HT1A-R agonists and antagonists belonging to different chemotypes and developed in the last 7 years (2017-2023) have been discussed. The development of chemical and pharmacological 5-HT1A-R tools for molecular imaging have also been described. Finally, the pharmacological interest of 5-HT1A-R and the therapeutic potential of ligands targeting this receptor have been considered.
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Affiliation(s)
- Gianfabio Giorgioni
- Medicinal Chemistry Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | - Alessandro Bonifazi
- Medicinal Chemistry Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse - Intramural Research Program, National Institutes of Health, Baltimore, Maryland, USA
| | - Luca Botticelli
- Pharmacology Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | - Carlo Cifani
- Pharmacology Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | - Federica Matteucci
- Medicinal Chemistry Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | | | | | - Mario Giannella
- Medicinal Chemistry Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | | | - Alessia Piergentili
- Medicinal Chemistry Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | - Wilma Quaglia
- Medicinal Chemistry Unit, School of Pharmacy, University of Camerino, Camerino, Italy
| | - Fabio Del Bello
- Medicinal Chemistry Unit, School of Pharmacy, University of Camerino, Camerino, Italy
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Popović L, Brankatschk B, Palladino G, Rossner MJ, Wehr MC. Polypharmacological profiling across protein target families and cellular pathways using the multiplexed cell-based assay platform safetyProfiler reveals efficacy, potency and side effects of drugs. Biomed Pharmacother 2024; 180:117523. [PMID: 39405910 DOI: 10.1016/j.biopha.2024.117523] [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: 08/16/2024] [Revised: 10/01/2024] [Accepted: 10/04/2024] [Indexed: 11/14/2024] Open
Abstract
Selectivity profiling is key for assessing the pharmacological properties of multi-target drugs. We have developed a cell-based and barcoded assay encompassing ten druggable targets, including G protein-coupled receptors (GPCRs), receptor tyrosine kinases (RTKs), nuclear receptors, a protease as well as their key downstream pathways and profiled 17 drugs in living cells for efficacy, potency, and side effects. Notably, this multiplex assay, termed safetyProfiler assay, enabled the simultaneous assessment of multiple target and pathway activities, shedding light on the polypharmacological profile of compounds. For example, the neuroleptics clozapine, paliperidone, and risperidone potently inhibited primary targets DRD2 and HTR2A as well as cAMP and calcium pathways. However, while paliperidone and risperidone also potently inhibited the secondary target ADRA1A and mitogen-activated protein kinase (MAPK) downstream pathways, clozapine only exhibited mild antagonistic effects on ADRA1A and lacked MAPK inhibition downstream of DRD2 and HTR2A. Furthermore, we present data on the selectivity for bazedoxifene, an estrogen receptor antagonist currently undergoing clinical phase 2 trials for breast cancer, on MAPK signaling. Additionally, precise potency data for LY2452473, an androgen receptor antagonist, that completed a phase 2 clinical trial for prostate cancer, are presented. The non-selective kinase inhibitor staurosporine was observed to potently inactivate the two RTKs EGFR and ERBB4 as well as MAPK signaling, while eliciting stress-related cAMP responses. Our findings underscore the value of comprehensive profiling in elucidating the pharmacological properties of established and novel therapeutics, thereby facilitating the development of novel multi-target drugs with enhanced efficacy and selectivity.
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Affiliation(s)
- Lukša Popović
- Research Group Cell Signalling, Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstr. 7, Munich 80336, Germany; Systasy Bioscience GmbH, Fraunhoferstr. 8, Planegg-Martinsried 82152, Germany
| | - Ben Brankatschk
- Systasy Bioscience GmbH, Fraunhoferstr. 8, Planegg-Martinsried 82152, Germany
| | - Giulia Palladino
- Research Group Cell Signalling, Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstr. 7, Munich 80336, Germany; Systasy Bioscience GmbH, Fraunhoferstr. 8, Planegg-Martinsried 82152, Germany
| | - Moritz J Rossner
- Section of Molecular Neurobiology, Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstr. 7, Munich 80336, Germany
| | - Michael C Wehr
- Research Group Cell Signalling, Department of Psychiatry and Psychotherapy, LMU University Hospital, LMU Munich, Nussbaumstr. 7, Munich 80336, Germany; Systasy Bioscience GmbH, Fraunhoferstr. 8, Planegg-Martinsried 82152, Germany.
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Pan S, Yin L, Liu J, Tong J, Wang Z, Zhao J, Liu X, Chen Y, Miao J, Zhou Y, Zeng S, Xu T. Metabolomics-driven approaches for identifying therapeutic targets in drug discovery. MedComm (Beijing) 2024; 5:e792. [PMID: 39534557 PMCID: PMC11555024 DOI: 10.1002/mco2.792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2024] [Revised: 09/29/2024] [Accepted: 09/30/2024] [Indexed: 11/16/2024] Open
Abstract
Identification of therapeutic targets can directly elucidate the mechanism and effect of drug therapy, which is a central step in drug development. The disconnect between protein targets and phenotypes under complex mechanisms hampers comprehensive target understanding. Metabolomics, as a systems biology tool that captures phenotypic changes induced by exogenous compounds, has emerged as a valuable approach for target identification. A comprehensive overview was provided in this review to illustrate the principles and advantages of metabolomics, delving into the application of metabolomics in target identification. This review outlines various metabolomics-based methods, such as dose-response metabolomics, stable isotope-resolved metabolomics, and multiomics, which identify key enzymes and metabolic pathways affected by exogenous substances through dose-dependent metabolite-drug interactions. Emerging techniques, including single-cell metabolomics, artificial intelligence, and mass spectrometry imaging, are also explored for their potential to enhance target discovery. The review emphasizes metabolomics' critical role in advancing our understanding of disease mechanisms and accelerating targeted drug development, while acknowledging current challenges in the field.
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Affiliation(s)
- Shanshan Pan
- Research Center for Clinical PharmacyCollege of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
- College of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
| | - Luan Yin
- College of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
| | - Jie Liu
- College of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
| | - Jie Tong
- Department of Radiology and Biomedical ImagingPET CenterYale School of MedicineNew HavenConnecticutUSA
| | - Zichuan Wang
- Research Center for Clinical PharmacyCollege of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
- College of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
| | - Jiahui Zhao
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
| | - Xuesong Liu
- College of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
- Cangnan County Qiushi Innovation Research Institute of Traditional Chinese MedicineWenzhouZhejiangChina
| | - Yong Chen
- College of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
- Cangnan County Qiushi Innovation Research Institute of Traditional Chinese MedicineWenzhouZhejiangChina
| | - Jing Miao
- Research Center for Clinical PharmacyCollege of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
| | - Yuan Zhou
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
| | - Su Zeng
- Research Center for Clinical PharmacyCollege of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
- College of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
| | - Tengfei Xu
- Research Center for Clinical PharmacyCollege of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
- College of Pharmaceutical SciencesZhejiang UniversityHangzhouZhejiangChina
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Mishra A, Thakur A, Sharma R, Onuku R, Kaur C, Liou JP, Hsu SP, Nepali K. Scaffold hopping approaches for dual-target antitumor drug discovery: opportunities and challenges. Expert Opin Drug Discov 2024; 19:1355-1381. [PMID: 39420580 DOI: 10.1080/17460441.2024.2409674] [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: 06/07/2024] [Accepted: 09/24/2024] [Indexed: 10/19/2024]
Abstract
INTRODUCTION Scaffold hopping has emerged as a practical tactic to enrich the synthetic bank of small molecule antitumor agents. Specifically, it enables the chemist to refine the lead compound's pharmacodynamic, pharmacokinetic, and physiochemical properties. Scaffold hopping opens up fresh molecular territory beyond established patented chemical domains. AREA COVERED The authors present the scaffold hopping-based drug design strategies for dual inhibitory antitumor structural templates in this review. Minor modifications, structure rigidification and simplification (ring-closing and opening), and complete structural overhauls were the strategies employed by the medicinal chemist to generate a library of bifunctional inhibitors. In addition, the review presents an overview of the computational methods of scaffold hopping (software and programs) and organopalladium catalysis leveraged for the synthesis of templates designed via scaffold hopping. EXPERT OPINION The medicinal chemist has demonstrated remarkable prowess in furnishing dual inhibitory antitumor chemical architectures. Scaffold hopping-based drug design strategies have yielded a plethora of pharmacodynamically superior dual modulatory antitumor agents. An integrated approach involving computational advancements, synthetic methodology advancements, and conventional drug design strategies is required to increase the number of scaffold-hopping-assisted drug discovery campaigns.
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Affiliation(s)
- Anshul Mishra
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Amandeep Thakur
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Ram Sharma
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
| | - Raphael Onuku
- Department of Medicinal Chemistry, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Charanjit Kaur
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, India
| | - Jing Ping Liou
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
- Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taiwan
| | - Sung-Po Hsu
- Department of Physiology, School of Medicine, College of Medicine, Taipei Medical University, Taiwan
| | - Kunal Nepali
- School of Pharmacy, College of Pharmacy, Taipei Medical University, Taipei, Taiwan
- Program in Drug Discovery and Development Industry, College of Pharmacy, Taipei Medical University, Taiwan
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Peixoto JF, Gonçalves-Oliveira LF, Dias-Lopes G, Souza-Silva F, Alves CR. Epoxy-a-lapachone in nanosystem: a prototype drug for leishmaniasis assessed in the binomial BALB/c - Leishmania (Leishmania) amazonensis. Mem Inst Oswaldo Cruz 2024; 119:e240115. [PMID: 39476028 PMCID: PMC11520661 DOI: 10.1590/0074-02760240115] [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: 06/07/2024] [Accepted: 09/04/2024] [Indexed: 11/02/2024] Open
Abstract
This perspective presents and supports arguments for a new formulation of epoxy-α-lapachone loaded microemulsion (ELAP-ME), a nanosystem, as a prototype drug for the treatment of leishmaniasis. The benefits of ELAP as a multitarget compound, with properties that affect key physiological pathways of Leishmania spp. are discussed. ELAP-ME demonstrated efficacy in murine infection models, particularly with the binomial BALB/c-Leishmania (Leishmania) amazonensis. Furthermore, it is proposed that the technological maturity of ELAP-ME be classified as Technology Readiness Level 4 (TLR 4) within the context of innovative drugs for American Cutaneous Leishmaniasis (ACL).
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Affiliation(s)
| | - Luiz Filipe Gonçalves-Oliveira
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório de Biologia Molecular e Doenças Endêmicas, Rio de Janeiro, RJ, Brasil
| | - Geovane Dias-Lopes
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório de Biologia Molecular e Doenças Endêmicas, Rio de Janeiro, RJ, Brasil
- Universidade do Estado do Rio de Janeiro, Instituto de Biologia Roberto Alcântara Gomes, Departamento de Ciências Biomédicas e Saúde, Cabo Frio, RJ, Brasil
| | - Franklin Souza-Silva
- Fundação Oswaldo Cruz-Fiocruz, Centro de Desenvolvimento Tecnológico em Saúde, Rio de Janeiro, RJ, Brasil
- Universidade Iguaçu, Nova Iguaçu, RJ, Brasil
| | - Carlos Roberto Alves
- Fundação Oswaldo Cruz-Fiocruz, Instituto Oswaldo Cruz, Laboratório de Biologia Molecular e Doenças Endêmicas, Rio de Janeiro, RJ, Brasil
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Pan X, Jiang S, Zhang X, Wang Z, Wang X, Cao L, Xiao W. Recent strategies in target identification of natural products: Exploring applications in chronic inflammation and beyond. Br J Pharmacol 2024. [PMID: 39428703 DOI: 10.1111/bph.17356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 08/01/2024] [Accepted: 08/25/2024] [Indexed: 10/22/2024] Open
Abstract
Natural products are a treasure trove for drug discovery, especially in the areas of infection, inflammation and cancer, due to their diverse bioactivities and complex, and varied structures. Chronic inflammation is closely related to many diseases, including complex diseases such as cancer and neurodegeneration. Improving target identification for natural products contributes to elucidating their mechanism of action and clinical progress. It also facilitates the discovery of novel druggable targets and the elimination of undesirable ones, thereby significantly enhancing the productivity of drug discovery and development. Moreover, the rise of polypharmacological strategies, considered promising for the treatment of complex diseases, will further increase the demand for target deconvolution. This review underscores strategies for identifying natural product targets (NPs) in the context of chronic inflammation over the past 5 years. These strategies encompass computational methodologies for early target discovery and the anticipation of compound binding sites, proteomics-driven approaches for target delineation and experimental biology techniques for target validation and comprehensive mechanistic exploration.
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Affiliation(s)
- Xian Pan
- State Key Laboratory on Technologies for Chinese Medicine Pharmaceutical Process Control and Intelligent Manufacture, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
- Jiangsu Kanion Pharmaceutical Co Ltd, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
| | - Shan Jiang
- State Key Laboratory on Technologies for Chinese Medicine Pharmaceutical Process Control and Intelligent Manufacture, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
- Jiangsu Kanion Pharmaceutical Co Ltd, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
| | - Xinzhuang Zhang
- State Key Laboratory on Technologies for Chinese Medicine Pharmaceutical Process Control and Intelligent Manufacture, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
- Jiangsu Kanion Pharmaceutical Co Ltd, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
| | - Zhenzhong Wang
- State Key Laboratory on Technologies for Chinese Medicine Pharmaceutical Process Control and Intelligent Manufacture, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
- Jiangsu Kanion Pharmaceutical Co Ltd, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
| | - Xin Wang
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Liang Cao
- State Key Laboratory on Technologies for Chinese Medicine Pharmaceutical Process Control and Intelligent Manufacture, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
- Jiangsu Kanion Pharmaceutical Co Ltd, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
- Nanjing University of Chinese Medicine, Nanjing, China
| | - Wei Xiao
- State Key Laboratory on Technologies for Chinese Medicine Pharmaceutical Process Control and Intelligent Manufacture, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
- Jiangsu Kanion Pharmaceutical Co Ltd, Jiangning Industrial City, Economic and Technological Development Zone of Lianyungang, Lianyungang, China
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Ammad M, Javed Z, Sadia H, Ahmed R, Akbar A, Nadeem T, Calina D, Sharifi-Rad J. Advancements in long non-coding RNA-based therapies for cancer: targeting, delivery, and clinical implications. Med Oncol 2024; 41:292. [PMID: 39428417 DOI: 10.1007/s12032-024-02534-y] [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: 05/21/2024] [Accepted: 10/04/2024] [Indexed: 10/22/2024]
Abstract
Long non-coding RNAs (lncRNAs) have been in the spotlight for the past two decades due to their extensive role in regulating a wide range of cellular processes. Development, differentiation, regulation, and modulation are some of the vital cellular cascades coordinated by these molecules. Despite their importance, there has been limited literature on their practical implications in cancer prevention. Advancements in lncRNA biology have enabled the characterization of numerous secondary structures and sequence motifs, which could serve as potential targets for cellular therapies. Several studies have highlighted the involvement of lncRNAs in human pathologies, where they can be targeted by small molecules or antisense oligonucleotides to prevent diseases. However, progress has been hindered by the challenge of developing specific delivery vehicles for targeted delivery. Recent improvements in sequence optimization and nucleotide modification have enhanced drug stability and reduced the immunogenicity of lncRNA-based therapies, yet further advances are needed to fully realize their potential in treating complex diseases like cancer. This review aims to explore current lncRNA biology, their mechanisms of action, nanoformulation strategies, and the clinical trials focused on lncRNA delivery systems.
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Affiliation(s)
- Muhammad Ammad
- Department of Biotechnology, University of Karachi, Karachi, Pakistan
| | - Zeeshan Javed
- Centre for Applied Molecular Biology, University of the Punjab, Lahore, Pakistan.
| | - Haleema Sadia
- Department of Biotechnology, BUITEMS, Quetta, Pakistan
| | - Rais Ahmed
- Department of Microbiology, Cholistan University of Veterniary and Animal Sciences Bahawalpur, Bahawalpur, Pakistan
| | - Ali Akbar
- Center for Biotechnology and Microbiology, University of Swat, Swat, Pakistan
| | - Tariq Nadeem
- Center for Excellence in Molecular Biology, University of the Punjab, Lahore, Pakistan
| | - Daniela Calina
- Department of Clinical Pharmacy, University of Medicine and Pharmacy of Craiova, 200349, Craiova, Romania.
| | - Javad Sharifi-Rad
- Universidad Espíritu Santo, 092301, Samborondón, Ecuador.
- Centro de Estudios Tecnológicos y, Universitarios del Golfo, Veracruz, Mexico.
- Department of Medicine, College of Medicine, Korea University, Seoul, 02841, Republic of Korea.
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Jagtap P, Meena VK, Sambhare S, Basu A, Abraham P, Cherian S. Exploring Niclosamide as a Multi-target Drug Against SARS-CoV-2: Molecular Dynamics Simulation Studies on Host and Viral Proteins. Mol Biotechnol 2024:10.1007/s12033-024-01296-2. [PMID: 39373955 DOI: 10.1007/s12033-024-01296-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 09/23/2024] [Indexed: 10/08/2024]
Abstract
Niclosamide has emerged as a promising repurposed drug against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). In vitro studies suggested that niclosamide inhibits the host transmembrane protein 16F (hTMEM16F), crucial for lipid scramblase activity, which consequently reduces syncytia formation that aids viral spread. Based on other in vitro reports, niclosamide may also target viral proteases such as papain-like protease (PLpro) and main protease (Mpro), essential for viral replication and maturation. However, the precise interactions by which niclosamide interacts with these multiple targets remain largely unclear. Docking and molecular dynamics (MD) simulation studies were undertaken based on a homology model of the hTMEM16F and available crystal structures of SARS-CoV-2 PLpro and Mpro. Niclosamide was observed to bind stably throughout a 400 ns MD simulation at the extracellular exit gate of the hTMEM16F tunnel, forming crucial interactions with residues spanning the TM1-TM2 loop (Gln350), TM3 (Phe481), and TM5-TM6 loop (Lys573, Glu594, and Asp596). Among the SARS-CoV-2 proteases, niclosamide was found to interact effectively with conserved active site residues of PLpro (Tyr268), exhibiting better stability in comparison to the control inhibitor, GRL0617. In conclusion, our in silico analyses support niclosamide as a multi-targeted drug inhibiting viral and host proteins involved in SARS-CoV-2 infections.
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Affiliation(s)
- Prachi Jagtap
- Bioinformatics & Data Management Group, ICMR National Institute of Virology, 20A Dr. Ambedkar Road, Pune, Maharashtra, 411 001, India
| | - Virendra Kumar Meena
- ICMR National Institute of Virology, 20A Dr. Ambedkar Road, Pune, Maharashtra, 411 001, India
| | - Susmit Sambhare
- ICMR National Institute of Virology, 20A Dr. Ambedkar Road, Pune, Maharashtra, 411 001, India
| | - Atanu Basu
- ICMR National Institute of Virology, 20A Dr. Ambedkar Road, Pune, Maharashtra, 411 001, India
| | - Priya Abraham
- Christian Medical College, Vellore, Tamil Nadu, India
| | - Sarah Cherian
- Bioinformatics & Data Management Group, ICMR National Institute of Virology, 20A Dr. Ambedkar Road, Pune, Maharashtra, 411 001, India.
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Pariary R, Shome G, Dutta T, Roy A, Misra AK, Jana K, Rastogi S, Senapati D, Mandal AK, Bhunia A. Enhancing amyloid beta inhibition and disintegration by natural compounds: A study utilizing spectroscopy, microscopy and cell biology. Biophys Chem 2024; 313:107291. [PMID: 39029163 DOI: 10.1016/j.bpc.2024.107291] [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: 05/13/2024] [Revised: 06/28/2024] [Accepted: 07/08/2024] [Indexed: 07/21/2024]
Abstract
Amyloid proteins and peptides play a pivotal role in the etiology of various neurodegenerative diseases, including Alzheimer's disease (AD). Synthetically designed small molecules/ peptides/ peptidomimetics show promise towards inhibition of various kinds of amyloidosis. However, exploration of compounds isolated from natural extracts having such potential is lacking. Herein, we have investigated the repurposing of a traditional Indian medicine Lasunadya Ghrita (LG) in AD. LG is traditionally used to treat gut dysregulation and mental illnesses. Various extracts of LG were obtained, characterized, and analyzed for inhibition of Aβ aggregation. Biophysical studies show that the water extract of LG (LGWE) is more potent in inhibiting Aβ peptide aggregation and defibrillation of Aβ40/Aβ42 aggregates. NMR studies showed that LGWE binds to the central hydrophobic area and C-terminal residues of Aβ40/Aβ42, thereby modulating the aggregation, and reducing cell membrane damage. Additionally, LGWE rescues Aβ toxicity in neuronal SH-SY5Y cells evident from decreases in ROS generation, membrane leakage, cellular apoptosis, and calcium dyshomeostasis. Notably, LGWE is non-toxic to neuronal cells and mouse models. Our study thus delves into the mechanistic insights of a repurposed drug LGWE with the potential to ameliorate Aβ induced neuroinflammation.
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Affiliation(s)
- Ranit Pariary
- Department of Chemical Sciences, Bose Institute, Unified Academic Campus, Salt Lake, EN 80, Kolkata 700 091, India
| | - Gourav Shome
- Department of Biological Sciences, Bose Institute, Unified Academic Campus, Salt Lake, EN 80, Kolkata 700 091, India
| | - Tista Dutta
- Department of Chemical Sciences, Bose Institute, Unified Academic Campus, Salt Lake, EN 80, Kolkata 700 091, India
| | - Anuradha Roy
- Chemical Sciences Division, Saha Institute of Nuclear Physics, 1/AF, Bidhannagar, Kolkata 700 064, India
| | - Anup Kumar Misra
- Department of Chemical Sciences, Bose Institute, Unified Academic Campus, Salt Lake, EN 80, Kolkata 700 091, India
| | - Kuladip Jana
- Department of Biological Sciences, Bose Institute, Unified Academic Campus, Salt Lake, EN 80, Kolkata 700 091, India
| | - Sanjeev Rastogi
- State Ayurvedic College and Hospital, Lucknow University, Lucknow, India
| | - Dulal Senapati
- Chemical Sciences Division, Saha Institute of Nuclear Physics, 1/AF, Bidhannagar, Kolkata 700 064, India
| | - Atin Kumar Mandal
- Department of Biological Sciences, Bose Institute, Unified Academic Campus, Salt Lake, EN 80, Kolkata 700 091, India
| | - Anirban Bhunia
- Department of Chemical Sciences, Bose Institute, Unified Academic Campus, Salt Lake, EN 80, Kolkata 700 091, India.
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Mag P, Nemes-Terényi M, Jerzsele Á, Mátyus P. Some Aspects and Convergence of Human and Veterinary Drug Repositioning. Molecules 2024; 29:4475. [PMID: 39339469 PMCID: PMC11433938 DOI: 10.3390/molecules29184475] [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: 07/30/2024] [Revised: 09/11/2024] [Accepted: 09/18/2024] [Indexed: 09/30/2024] Open
Abstract
Drug innovation traditionally follows a de novo approach with new molecules through a complex preclinical and clinical pathway. In addition to this strategy, drug repositioning has also become an important complementary approach, which can be shorter, cheaper, and less risky. This review provides an overview of drug innovation in both human and veterinary medicine, with a focus on drug repositioning. The evolution of drug repositioning and the effectiveness of this approach are presented, including the growing role of data science and computational modeling methods in identifying drugs with potential for repositioning. Certain business aspects of drug innovation, especially the relevant factors of market exclusivity, are also discussed. Despite the promising potential of drug repositioning for innovation, it remains underutilized, especially in veterinary applications. To change this landscape for mutual benefits of human and veterinary drug innovation, further exploitation of the potency of drug repositioning is necessary through closer cooperation between all stakeholders, academia, industry, pharmaceutical authorities, and innovation policy makers, and the integration of human and veterinary repositioning into a unified innovation space. For this purpose, the establishment of the conceptually new "One Health Drug Repositioning Platform" is proposed. Oncology is one of the disease areas where this platform can significantly support the development of new drugs for human and dog (or other companion animals) anticancer therapies. As an example of the utilization of human and veterinary drugs for veterinary repositioning, the use of COX inhibitors to treat dog cancers is reviewed.
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Affiliation(s)
- Patrik Mag
- Department of Pharmacology and Toxicology, University of Veterinary Medicine, István Street 2, 1078 Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, University of Veterinary Medicine, István Street 2, 1078 Budapest, Hungary
| | - Melinda Nemes-Terényi
- Department of Pharmacology and Toxicology, University of Veterinary Medicine, István Street 2, 1078 Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, University of Veterinary Medicine, István Street 2, 1078 Budapest, Hungary
| | - Ákos Jerzsele
- Department of Pharmacology and Toxicology, University of Veterinary Medicine, István Street 2, 1078 Budapest, Hungary
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, University of Veterinary Medicine, István Street 2, 1078 Budapest, Hungary
| | - Péter Mátyus
- National Laboratory of Infectious Animal Diseases, Antimicrobial Resistance, Veterinary Public Health and Food Chain Safety, University of Veterinary Medicine, István Street 2, 1078 Budapest, Hungary
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Ansari MM, Sahu SK, Singh TG, Singh SRJ, Kaur P. Evolving significance of kinase inhibitors in the management of Alzheimer's disease. Eur J Pharmacol 2024; 979:176816. [PMID: 39038637 DOI: 10.1016/j.ejphar.2024.176816] [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: 03/23/2024] [Revised: 06/20/2024] [Accepted: 07/17/2024] [Indexed: 07/24/2024]
Abstract
Alzheimer's disease is a neurodegenerative problem with progressive loss of memory and other cognitive function disorders resulting in the imbalance of neurotransmitter activity and signaling progression, which poses the need of the potential therapeutic target to improve the intracellular signaling cascade brought by kinases. Protein kinase plays a significant and multifaceted role in the treatment of Alzheimer's disease, by targeting pathological mechanisms like tau hyperphosphorylation, neuroinflammation, amyloid-beta production and synaptic dysfunction. In this review, we thoroughly explore the essential protein kinases involved in Alzheimer's disease, detailing their physiological roles, regulatory impacts, and the newest inhibitors and compounds that are progressing into clinical trials. All the findings of studies exhibited the promising role of kinase inhibitors in the management of Alzheimer's disease. However, it still poses the need of addressing current challenges and opportunities involved with this disorder for the future perspective of kinase inhibitors in the management of Alzheimer's disease. Further study includes the development of biomarkers, combination therapy, and next-generation kinase inhibitors with increased potency and selectivity for its future prospects.
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Affiliation(s)
- Md Mustafiz Ansari
- School of Pharmaceutical Sciences, Lovely Professional University, Punjab, India
| | - Sanjeev Kumar Sahu
- School of Pharmaceutical Sciences, Lovely Professional University, Punjab, India
| | | | - Sovia R J Singh
- University Language Centre- Chitkara Business School, Chitkara University, Punjab, India
| | - Paranjeet Kaur
- Chitkara College of Pharmacy, Chitkara University, Punjab, India.
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Arjunan A, Sebastian A. Synthesis, crystal structure, biological and docking studies of 5-hydroxy-2-{[(2-methylpropyl)iminio]methyl}phenolate. Future Med Chem 2024; 16:1983-1997. [PMID: 39258968 PMCID: PMC11486094 DOI: 10.1080/17568919.2024.2389763] [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: 04/10/2024] [Accepted: 07/22/2024] [Indexed: 09/12/2024] Open
Abstract
Background: Schiff base compounds are potential drugs.Results: A Schiff base compound prepared by condensing 2,4-dihydroxy benzaldehyde and isobutylamine was characterized for structure, thermal, physicochemical and biological properties. The keto-enol tautomerism and azomethine functionality enhances electron delocaliZation and biological activity. The compound showed good antibacterial and antifungal activity at 40 μg/ml against bacteria such as Escherichia coli and Staphylococcus aureus and fungi like Candida albicans and Candida tropicalis. The docking study exhibits a moderate binding affinity for the GyrB protein in E. coli with a binding energy of -4.26 kcal/mol.Conclusion: The compound exhibits enhanced biological activity and suppression of cell growth at concentrations as low as 30 μg/ml. The IC50 for MFC-7 was found to be 41.5 μg/ml.
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Affiliation(s)
- Ayyappan Arjunan
- Chemistry Department, School of Advanced Sciences, Vellore Institute of Technology, Chennai-127, India
| | - Arockiasamy Sebastian
- Chemistry Department, School of Advanced Sciences, Vellore Institute of Technology, Chennai-127, India
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Scognamiglio A, Cerqua I, Citi V, Martelli A, Spezzini J, Calderone V, Rimoli MG, Sodano F, Caliendo G, Santagada V, Fiorino F, Frecentese F, Perissutti E, Magli E, Simonelli M, Corvino A, Roviezzo F, Severino B. Isothiocyanate-Corticosteroid Conjugates against asthma: Unity makes strength. Eur J Med Chem 2024; 275:116636. [PMID: 38944936 DOI: 10.1016/j.ejmech.2024.116636] [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: 05/27/2024] [Revised: 06/20/2024] [Accepted: 06/27/2024] [Indexed: 07/02/2024]
Abstract
Asthma is a major noncommunicable disease, affecting both children and adults, and represents one of the major causes leading to high health care costs due to the need for chronic pharmacological treatments. The standard gold therapy of inflammation in asthmatic patients involves the use of glucocorticoids even if their chronic use is often related to serious adverse effects. Growing evidence suggests the biological relevance of hydrogen sulfide (H2S) in the pathogenesis of airway diseases. Hence, aiming to associate the beneficial effects of steroidal anti-inflammatory drugs (SAIDs) to H2S biological activity, we designed and synthesized novel multi-target molecules by chemically combining a group of glucocorticoids, usually employed in asthma treatment, with an isothiocyanate moiety, well-known for its H2S releasing properties. Firstly, the synthesized compounds have been screened for their H2S-releasing profile using an amperometric approach and for their in vitro effects on the degranulation process, using RBL-2H3 cell line. The physicochemical profile, in terms of solubility, chemical and enzymatic stability of the newly hybrid molecules, has been assessed at different physiological pH values and in esterase-rich medium (bovine serum albumin, BSA). The selected compound 5c, through both its corticosteroid and H2S releasing component, has been evaluated in vivo in experimental model of asthma. The compound 5c inhibited in vivo all asthma features with a significative effect on the restoration of pulmonary structure and reduction of lung inflammation.
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Affiliation(s)
- Antonia Scognamiglio
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Ida Cerqua
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Valentina Citi
- Department of Pharmacy, University of Pisa, Via Bonanno, 6, I-56126 Pisa, Italy
| | - Alma Martelli
- Department of Pharmacy, University of Pisa, Via Bonanno, 6, I-56126 Pisa, Italy
| | - Jacopo Spezzini
- Department of Pharmacy, University of Pisa, Via Bonanno, 6, I-56126 Pisa, Italy
| | - Vincenzo Calderone
- Department of Pharmacy, University of Pisa, Via Bonanno, 6, I-56126 Pisa, Italy
| | - Maria Grazia Rimoli
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Federica Sodano
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Giuseppe Caliendo
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Vincenzo Santagada
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Ferdinando Fiorino
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Francesco Frecentese
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Elisa Perissutti
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Elisa Magli
- Department of Public Health, School of Medicine, University of Naples Federico II, Via Panzini, 5, 80131, Napoli, Italy
| | - Martina Simonelli
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Angela Corvino
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy.
| | - Fiorentina Roviezzo
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy
| | - Beatrice Severino
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano, 49, 80131, Napoli, Italy.
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Naik B, Gupta N, Godara P, Srivastava V, Kumar P, Giri R, Prajapati VK, Pandey KC, Prusty D. Structure-based virtual screening approach reveals natural multi-target compounds for the development of antimalarial drugs to combat drug resistance. J Biomol Struct Dyn 2024; 42:7384-7408. [PMID: 37528665 DOI: 10.1080/07391102.2023.2240415] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 07/17/2023] [Indexed: 08/03/2023]
Abstract
Compared to the previous year, there has been an increase of nearly 2 million malaria cases in 2021. The emergence of drug-resistant strains of Plasmodium falciparum, the most deadly malaria parasite, has led to a decline in the effectiveness of existing antimalarial drugs. To address this problem, the present study aimed to identify natural compounds with the potential to inhibit multiple validated antimalarial drug targets. The natural compounds from the Natural Product Activity and Species Source (NPASS) database were screened against ten validated drug targets of Plasmodium falciparum using a structure-based molecular docking method. Twenty compounds, with targets ranging from three to five, were determined as the top hits. The molecular dynamics simulations of the top six complexes (NPC246162 in complex with PfAdSS, PfGDH, and PfNMT; NPC271270 in complex with PfCK, PfGDH, and PfdUTPase) confirmed their stable binding affinity in the dynamic environment. The Tanimoto coefficient and distance matrix score analysis show the structural divergence of all the hit compounds from known antimalarials, indicating minimum chances of cross-resistance. Thus, we propose further investigating these compounds in biochemical and parasite inhibition studies to reveal the real therapeutic potential. If found successful, these compounds may be a new avenue for future drug discovery efforts to combat existing antimalarial drug resistance.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Biswajit Naik
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
| | - Nidhi Gupta
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
| | - Priya Godara
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
| | - Varshita Srivastava
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
| | - Prateek Kumar
- School of Basic Sciences, Indian Institute of Technology Mandi, Kamand, India
| | - Rajanish Giri
- School of Basic Sciences, Indian Institute of Technology Mandi, Kamand, India
| | - Vijay Kumar Prajapati
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
| | - Kailash C Pandey
- Icmr-National Institute of Malaria Research, And Academy of Scientific and Innovative Research (AcSIR-ICMR), India
| | - Dhaneswar Prusty
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
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Singh G, Kumar S, Panda SR, Kumar P, Rai S, Verma H, Singh YP, Kumar S, Srikrishna S, Naidu VGM, Modi G. Design, Synthesis, and Biological Evaluation of Ferulic Acid-Piperazine Derivatives Targeting Pathological Hallmarks of Alzheimer's Disease. ACS Chem Neurosci 2024; 15:2756-2778. [PMID: 39076038 DOI: 10.1021/acschemneuro.4c00130] [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] [Indexed: 07/31/2024] Open
Abstract
Alzheimer's disease (AD) is the most prevalent cause of dementia and is characterized by low levels of acetyl and butyrylcholine, increased oxidative stress, inflammation, accumulation of metals, and aggregations of Aβ and tau proteins. Current treatments for AD provide only symptomatic relief without impacting the pathological hallmarks of the disease. In our ongoing efforts to develop naturally inspired novel multitarget molecules for AD, through extensive medicinal chemistry efforts, we have developed 13a, harboring the key functional groups to provide not only symptomatic relief but also targeting oxidative stress, able to chelate iron, inhibiting NLRP3, and Aβ1-42 aggregation in various AD models. 13a exhibited promising anticholinesterase activity against AChE (IC50 = 0.59 ± 0.19 μM) and BChE (IC50 = 5.02 ± 0.14 μM) with excellent antioxidant properties in DPPH assay (IC50 = 5.88 ± 0.21 μM) over ferulic acid (56.49 ± 0.62 μM). The molecular docking and dynamic simulations further corroborated the enzyme inhibition studies and confirmed the stability of these complexes. Importantly, in the PAMPA-BBB assay, 13a turned out to be a promising molecule that can efficiently cross the blood-brain barrier. Notably, 13a also exhibited iron-chelating properties. Furthermore, 13a effectively inhibited self- and metal-induced Aβ1-42 aggregation. It is worth mentioning that 13a demonstrated no symptom of cytotoxicity up to 30 μM concentration in PC-12 cells. Additionally, 13a inhibited the NLRP3 inflammasome and mitigated mitochondrial-induced reactive oxygen species and mitochondrial membrane potential damage triggered by LPS and ATP in HMC-3 cells. 13a could effectively reduce mitochondrial and cellular reactive oxygen species (ROS) in the Drosophila model of AD. Finally, 13a was found to be efficacious in reversing memory impairment in a scopolamine-induced AD mouse model in the in vivo studies. In ex vivo assessments, 13a notably modulates the levels of superoxide, catalase, and malondialdehyde along with AChE and BChE. These findings revealed that 13a holds promise as a potential candidate for further development in AD management.
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Affiliation(s)
- Gourav Singh
- Department of Pharmaceutical Engineering & Technology, Indian Institute of Technology (Banaras Hindu University), Rm # 123, Varanasi 221005, India
| | - Sunil Kumar
- Department of Pharmaceutical Engineering & Technology, Indian Institute of Technology (Banaras Hindu University), Rm # 123, Varanasi 221005, India
| | - Samir Ranjan Panda
- Department of Pharmacology & Toxicology, National Institute of Pharmaceutical Education and Research (NIPER), Guwahati, Assam 781032, India
| | - Prabhat Kumar
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi 110029, India
| | - Sanskriti Rai
- Department of Biochemistry, Institute of Sciences, Banaras Hindu University, Varanasi 201005, India
| | - Himanshu Verma
- Department of Pharmaceutical Engineering & Technology, Indian Institute of Technology (Banaras Hindu University), Rm # 123, Varanasi 221005, India
| | - Yash Pal Singh
- Department of Pharmaceutical Engineering & Technology, Indian Institute of Technology (Banaras Hindu University), Rm # 123, Varanasi 221005, India
| | - Saroj Kumar
- Department of Biochemistry, Institute of Sciences, Banaras Hindu University, Varanasi 201005, India
| | - Saripella Srikrishna
- Department of Biophysics, All India Institute of Medical Sciences, New Delhi 110029, India
| | - V G M Naidu
- Department of Pharmacology & Toxicology, National Institute of Pharmaceutical Education and Research (NIPER), Guwahati, Assam 781032, India
| | - Gyan Modi
- Department of Pharmaceutical Engineering & Technology, Indian Institute of Technology (Banaras Hindu University), Rm # 123, Varanasi 221005, India
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Chen S, Xie J, Ye R, Xu DD, Yang Y. Structure-aware dual-target drug design through collaborative learning of pharmacophore combination and molecular simulation. Chem Sci 2024; 15:10366-10380. [PMID: 38994407 PMCID: PMC11234869 DOI: 10.1039/d4sc00094c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 06/09/2024] [Indexed: 07/13/2024] Open
Abstract
Dual-target drug design has gained significant attention in the treatment of complex diseases, such as cancers and autoimmune disorders. A widely employed design strategy is combining pharmacophores to leverage the knowledge of structure-activity relationships of both targets. Unfortunately, pharmacophore combination often struggles with long and expensive trial and error, because the protein pockets of the two targets impose complex structural constraints. In this study, we propose AIxFuse, a structure-aware dual-target drug design method that learns pharmacophore fusion patterns to satisfy the dual-target structural constraints simulated by molecular docking. AIxFuse employs two self-play reinforcement learning (RL) agents to learn pharmacophore selection and fusion by comprehensive feedback including dual-target molecular docking scores. Collaboratively, the molecular docking scores are learned by active learning (AL). Through collaborative RL and AL, AIxFuse learns to generate molecules with multiple desired properties. AIxFuse is shown to outperform state-of-the-art methods in generating dual-target drugs against glycogen synthase kinase-3 beta (GSK3β) and c-Jun N-terminal kinase 3 (JNK3). When applied to another task against retinoic acid receptor-related orphan receptor γ-t (RORγt) and dihydroorotate dehydrogenase (DHODH), AIxFuse exhibits consistent performance while compared methods suffer from performance drops, leading to a 5 times higher performance in success rate. Docking studies demonstrate that AIxFuse can generate molecules concurrently satisfying the binding mode required by both targets. Further free energy perturbation calculation indicates that the generated candidates have promising binding free energies against both targets.
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Affiliation(s)
- Sheng Chen
- School of Computer Science and Engineering, Sun Yat-sen University Guangzhou 510006 China
- AixplorerBio Inc. Jiaxing 314031 China
| | - Junjie Xie
- School of Computer Science and Engineering, Sun Yat-sen University Guangzhou 510006 China
- AixplorerBio Inc. Jiaxing 314031 China
| | | | | | - Yuedong Yang
- School of Computer Science and Engineering, Sun Yat-sen University Guangzhou 510006 China
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Corvino A, Scognamiglio A, Fiorino F, Perissutti E, Santagada V, Caliendo G, Severino B. Pills of Multi-Target H 2S Donating Molecules for Complex Diseases. Int J Mol Sci 2024; 25:7014. [PMID: 39000122 PMCID: PMC11240940 DOI: 10.3390/ijms25137014] [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: 05/24/2024] [Revised: 06/19/2024] [Accepted: 06/25/2024] [Indexed: 07/16/2024] Open
Abstract
Among the various drug discovery methods, a very promising modern approach consists in designing multi-target-directed ligands (MTDLs) able to modulate multiple targets of interest, including the pathways where hydrogen sulfide (H2S) is involved. By incorporating an H2S donor moiety into a native drug, researchers have been able to simultaneously target multiple therapeutic pathways, resulting in improved treatment outcomes. This review gives the reader some pills of successful multi-target H2S-donating molecules as worthwhile tools to combat the multifactorial nature of complex disorders, such as inflammatory-based diseases and cancer, as well as cardiovascular, metabolic, and neurodegenerative disorders.
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Affiliation(s)
- Angela Corvino
- Department of Pharmacy, School of Medicine, University of Naples Federico II, Via D. Montesano 49, 80131 Napoli, Italy; (A.S.); (F.F.); (E.P.); (V.S.); (G.C.); (B.S.)
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Li SY, Xu DQ, Chen YY, Fu RJ, Tang YP. Several major herb pairs containing Coptidis rhizoma: a review of key traditional uses, constituents and compatibility effects. Front Pharmacol 2024; 15:1399460. [PMID: 38983920 PMCID: PMC11231094 DOI: 10.3389/fphar.2024.1399460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 06/04/2024] [Indexed: 07/11/2024] Open
Abstract
Herb compatibility is the soul of traditional Chinese Medicine prescriptions. Coptidis rhizoma (CR) (Coptis chinensis Franch., Coptis deltoidea C.Y.Cheng et Hsiao, or Coptis teeta Wall.; family Ranunculaceae), is a well-known herb. The bitter and cold nature of CR can irritate the spleen and stomach, and certain ingredients in CR may trigger allergic reactions. Herb combinations can help alleviate the side effects caused by CR. Through data analysis and literature research, there are many herbs combined with CR have a high frequency, but only a few are currently used as formulae in clinical practice. The results showed that these six herb pairs are usually widely studied or used as prescriptions in the clinic. This paper describes the six herb pairs from the key traditional uses, changes in bioactive constituents, and compatibility effects, especially with Euodiae fructus (family Rutaceae), Scutellariae radix (family Lamiaceae), Magnoliae Officinalis cortex (family Magnoliaceae), Glycyrrhizae radix et rhizoma (family Fabaceae), Ginseng radix et rhizoma (family Araliaceae), and Aucklandiae radix (family Asteraceae), and found that herbs are more effective when used in combination. Therefore, it is feasible to establish some methods to study herb pairs comprehensively from different perspectives. This paper aims to provide the latest and most comprehensive information on the six herb pairs and summarize the pattern of CR compatibility effects. It aims to attract more attention, and further experimental studies will be conducted to investigate and evaluate the effects of herb pairs containing CR. These data can also provide valuable references for researchers and also provide more possibilities for future applications in clinical practice and new drug development.
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Affiliation(s)
- Shi-Yu Li
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, and Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi University of Chinese Medicine, Xi'an, Shaanxi Province, China
| | - Ding-Qiao Xu
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, and Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi University of Chinese Medicine, Xi'an, Shaanxi Province, China
| | - Yan-Yan Chen
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, and Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi University of Chinese Medicine, Xi'an, Shaanxi Province, China
- Wuxi Institute of Integrated Chinese and Western Medicine, and Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu Province, China
| | - Rui-Jia Fu
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, and Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi University of Chinese Medicine, Xi'an, Shaanxi Province, China
| | - Yu-Ping Tang
- Key Laboratory of Shaanxi Administration of Traditional Chinese Medicine for TCM Compatibility, and Shaanxi Key Laboratory of Chinese Medicine Fundamentals and New Drugs Research, Shaanxi University of Chinese Medicine, Xi'an, Shaanxi Province, China
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El-Tareef FS, Abo-El-Sooud K, Karmi M, Hafez A. Effect of theophylline on serum and milk pharmacokinetics of tylosin following intramuscular administration in lactating goats. BMC Vet Res 2024; 20:251. [PMID: 38849822 PMCID: PMC11162035 DOI: 10.1186/s12917-024-04089-6] [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: 09/14/2023] [Accepted: 05/20/2024] [Indexed: 06/09/2024] Open
Abstract
AIM OF THE WORK The study was conducted to evaluate the influence of theophylline pre-treatment on serum pharmacokinetics and milk elimination of tylosin following single intramuscular (IM) administrations in lactating goats. METHODS AND RESULTS In a cross-over study, tylosin was injected via intramuscular (IM) at a single dose of 15 mg/kg b.wt. After a one-month washout period goats received theophylline at a daily IM dose of 2 mg/kg b.wt. for seven consecutive days then tylosin was injected IM dose of 15 mg/kg b.wt. two hours after the last theophylline dosing. Blood samples were collected before and at 0.25, 0.5, 0.75, 1, 2, 4, 6, 8, 10, 12, and 24 h post-injection. Samples were left to clot and then centrifuged to yield serum. Milk samples were collected before and at 0.5, 1, 2, 4, 6, 8, 10, 12, 24, 48, and 72 h post-injection from each goat by hand milking. Tylosin serum concentrations were determined by high-performance liquid chromatography (HPLC). Tylosin concentrations versus time were analyzed by a noncompartmental method. Tylosin Cmax significantly declined from 1.73 ± 0.10 to 1.01 ± 0.11 µg/ml, and attained Tmax values of 2 and 1 h, respectively in theophylline-pretreated goats. Moreover, theophylline pretreatment significantly shortened the elimination half-life (t1/2el) from 6.94 to 1.98 h, t1/2ka from 0.62 to 0.36 h and the mean residence time (MRT) from 8.02 to 4.31 h, also Vz/F and AUCs decreased from 11.91 to 7.70 L/kg and from 12.64 to 4.57 µg*h/ml, respectively, consequently, theophylline enhanced the clearance (Cl/F) of tylosin from the body. Similarly, tylosin milk concentrations were significantly lower in theophylline-pretreated goats than in goats that received tylosin alone and were detected up to 24 and 72 h in both groups, respectively. Moreover, the t1/2el and AUCs were significantly decreased from 14.68 ± 1.97 to 4.72 ± 0.48 h, and from 181 to 67.20 µg*h/ml, respectively. CONCLUSIONS The withdrawal period for tylosin in goat milk is at least 72 h. Theophylline pretreatment significantly decreases serum and milk tylosin concentrations to subtherapeutic levels, which could have serious clinical consequences such as failure of therapy. This means that after administering tylosin to goats, milk from these animals should not be consumed for at least 96 h to ensure that the milk is free from residues of the antibiotic.
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Affiliation(s)
- Fatma Sayed El-Tareef
- Department of Pharmacology, Faculty of Veterinary Medicine, Aswan University, Aswan, Egypt.
| | - Khaled Abo-El-Sooud
- Department of Pharmacology, Faculty of Veterinary Medicine, Cairo University, Giza, Egypt
| | - Mohamed Karmi
- Department of Food Hygiene and Control, Faculty of Veterinary Medicine, Aswan, Egypt
| | - Ahmed Hafez
- Department of Pharmacology, Faculty of Veterinary Medicine, Aswan University, Aswan, Egypt.
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Akhmetova VR, Akhmadiev NS, Gubaidullin AT, Samigullina AI, Glazyrin AB, Sadykov RA, Ishmetova DV, Vakhitova YV. Novel binuclear copper(II) complexes with sulfanylpyrazole ligands: synthesis, crystal structure, fungicidal, cytostatic, and cytotoxic activity. Metallomics 2024; 16:mfae024. [PMID: 38802123 DOI: 10.1093/mtomcs/mfae024] [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: 10/04/2023] [Accepted: 04/10/2024] [Indexed: 05/29/2024]
Abstract
New binuclear copper(II) [Cu(II)] tetraligand complexes (six examples) with sulfanylpyrazole ligands were synthesized. Electron spin resonance (ESR) studies have shown that in solution the complexes are transformed to the mononuclear one. Fungicidal properties against Candida albicans were found for the Cu complexes with benzyl and phenyl substituents. An in vitro evaluation of the cytotoxic properties of Cu chelates against HEK293, Jurkat, MCF-7, and THP-1 cells identified the Cu complex with the cyclohexylsulfanyl substituent in the pyrazole core as the lead compound, whereas the Cu complex without a sulfur atom in the pyrazole ligand had virtually no cytotoxic or fungicidal activity. The lead Cu(II) complex was more active than cisplatin. Effect of the S-containing Cu complex on apoptosis and cell cycle distribution has been investigated as well.
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Affiliation(s)
- Vnira R Akhmetova
- Institute of Petrochemistry and Catalysis, Ufa Federal Research Center of the Russian Academy of Sciences, Prospekt Oktyabrya 141, Ufa 450075, Russia
| | - Nail S Akhmadiev
- Institute of Petrochemistry and Catalysis, Ufa Federal Research Center of the Russian Academy of Sciences, Prospekt Oktyabrya 141, Ufa 450075, Russia
| | - Aidar T Gubaidullin
- Arbuzov Institute of Organic and Physical Chemistry, FRC Kazan Scientific Center of the Russian Academy of Sciences, Arbuzov str. 8, Kazan 420088, Russia
| | - Aida I Samigullina
- Arbuzov Institute of Organic and Physical Chemistry, FRC Kazan Scientific Center of the Russian Academy of Sciences, Arbuzov str. 8, Kazan 420088, Russia
| | - Andrey B Glazyrin
- Ufa University of Science and Technology, Mingazheva str. 100, Ufa 450078, Russia
| | - Rais A Sadykov
- Ufa Institute of Chemistry, Ufa Federal Research Center of the Russian Academy of Sciences, Prospekt Oktyabrya 71, Ufa 450054, Russia
| | - Diana V Ishmetova
- Institute of Biochemistry and Genetics, Ufa Federal Research Center of the Russian Academy of Sciences, Prospekt Oktyabrya 71, Ufa 450054, Russia
| | - Yulia V Vakhitova
- Institute of Biochemistry and Genetics, Ufa Federal Research Center of the Russian Academy of Sciences, Prospekt Oktyabrya 71, Ufa 450054, Russia
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Sequeira L, Benfeito S, Fernandes C, Lima I, Peixoto J, Alves C, Machado CS, Gaspar A, Borges F, Chavarria D. Drug Development for Alzheimer's and Parkinson's Disease: Where Do We Go Now? Pharmaceutics 2024; 16:708. [PMID: 38931832 PMCID: PMC11206728 DOI: 10.3390/pharmaceutics16060708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 05/15/2024] [Accepted: 05/22/2024] [Indexed: 06/28/2024] Open
Abstract
Neurodegenerative diseases (NDs) are a set of progressive, chronic, and incurable diseases characterized by the gradual loss of neurons, culminating in the decline of cognitive and/or motor functions. Alzheimer's disease (AD) and Parkinson's disease (PD) are the most common NDs and represent an enormous burden both in terms of human suffering and economic cost. The available therapies for AD and PD only provide symptomatic and palliative relief for a limited period and are unable to modify the diseases' progression. Over the last decades, research efforts have been focused on developing new pharmacological treatments for these NDs. However, to date, no breakthrough treatment has been discovered. Hence, the development of disease-modifying drugs able to halt or reverse the progression of NDs remains an unmet clinical need. This review summarizes the major hallmarks of AD and PD and the drugs available for pharmacological treatment. It also sheds light on potential directions that can be pursued to develop new, disease-modifying drugs to treat AD and PD, describing as representative examples some advances in the development of drug candidates targeting oxidative stress and adenosine A2A receptors.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Fernanda Borges
- CIQUP-IMS—Centro de Investigação em Química da Universidade do Porto, Institute of Molecular Sciences, Department of Chemistry and Biochemistry, Faculty of Sciences, University of Porto, R. Campo Alegre s/n, 4169-007 Porto, Portugal
| | - Daniel Chavarria
- CIQUP-IMS—Centro de Investigação em Química da Universidade do Porto, Institute of Molecular Sciences, Department of Chemistry and Biochemistry, Faculty of Sciences, University of Porto, R. Campo Alegre s/n, 4169-007 Porto, Portugal
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