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Medoro A, Scapagnini G, Brogi S, Jafar TH, Trung TT, Saso L, Davinelli S. Carotenoid Interactions with PCSK9: Exploring Novel Cholesterol-Lowering Strategies. Pharmaceuticals (Basel) 2024; 17:1597. [PMID: 39770439 PMCID: PMC11676125 DOI: 10.3390/ph17121597] [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: 10/28/2024] [Revised: 11/23/2024] [Accepted: 11/25/2024] [Indexed: 01/11/2025] Open
Abstract
Background/Objectives: This study investigated the potential of green algae-derived carotenoids as natural inhibitors of the proprotein convertase subtilisin/kexin type 9 (PCSK9), a key regulator of cholesterol metabolism. PCSK9 promotes the degradation of low-density lipoprotein receptors (LDLR), thereby increasing blood cholesterol levels and elevating the risk of cardiovascular diseases. Methods/Results: We screened the pharmacophore fit score of 27 carotenoids with PCSK9 and identified 14 that were analyzed for binding affinity and molecular interactions. Astaxanthin, siphonaxanthin, and prasinoxanthin were identified as the top candidates, demonstrating strong binding affinity (-10.5, -10.3, and -9.4 Kcal/mol, respectively) and stable interactions with several known key residues within the active site of PCSK9, including Pro-331, Arg-357, Cys-358, Val-359, Asp-360, Ile-416, Leu-436, Thr-437, Pro-438, Leu-440, Arg-458, Val-460, Trp-461, Arg-476, Cys-477, Ala-478, Ala-649, Val-650, and Asp-651. Density functional theory analysis confirmed the stability of astaxanthin and its favorable electronic properties, suggesting its potential as an effective inhibitor. Molecular dynamics simulations of the PCSK9-astaxanthin complex revealed sustained structural stability and key interactions critical for maintaining the functional integrity of the protein. Conclusions: These findings provide evidence that specific carotenoids, particularly astaxanthin, may offer a cost-effective alternative to existing PCSK9 inhibitors, providing a potential approach for managing cholesterol levels and reducing cardiovascular risk. Pre-clinical and clinical validations are required to confirm the therapeutic potential of these compounds.
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Affiliation(s)
- Alessandro Medoro
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (A.M.); (G.S.); (T.H.J.)
| | - Giovanni Scapagnini
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (A.M.); (G.S.); (T.H.J.)
| | - Simone Brogi
- Department of Pharmacy, University of Pisa, 56126 Pisa, Italy;
| | - Tassadaq Hussain Jafar
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (A.M.); (G.S.); (T.H.J.)
| | - Truong Tan Trung
- Laboratory of Computation and Nanoscience, Dong Nai Technology University, Bien Hoa City 810000, Vietnam;
| | - Luciano Saso
- Department of Physiology and Pharmacology “Vittorio Erspamer”, La Sapienza University, 00185 Rome, Italy;
| | - Sergio Davinelli
- Department of Medicine and Health Sciences “V. Tiberio”, University of Molise, 86100 Campobasso, Italy; (A.M.); (G.S.); (T.H.J.)
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Mirzaei H, Hatemi BMJ, Enayati A, Khori V, Jabbari A, Salehi A, Hojati MT, Hossieni SG. Potential antiplatelet agents with grape seed - backbone polyphenols: computational studies. Nat Prod Res 2024:1-9. [PMID: 38907668 DOI: 10.1080/14786419.2024.2370039] [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: 04/22/2024] [Accepted: 06/15/2024] [Indexed: 06/24/2024]
Abstract
The study focused on grape seed-derived polyphenols for their antiplatelet, anti-inflammatory, and fibrinolytic properties through molecular docking and dynamics simulations. Compounds were evaluated for their effects on P2Y12, PTP1B, thromboxane A2, and other targets. Compounds 1 and 6 showed strong inhibitory potential on P2Y12. Compounds 2 and 7, plus epigallocatechin gallate, demonstrated effective inhibition on NF-KB and COX1. The compounds exhibited drug-like properties and potential for new thrombotic disease therapies. The research sheds light on the interactions between polyphenols and target proteins, paving the way for novel antiplatelet strategies.
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Affiliation(s)
- Hassan Mirzaei
- Ischemic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | | | - Ayesheh Enayati
- Ischemic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Vahid Khori
- Ischemic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Ali Jabbari
- Ischemic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Aref Salehi
- Ischemic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Mohamad Taher Hojati
- Laboratory Science Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Seyed Ghadir Hossieni
- Department of Public Health, School of Health, Golestan University of Medical Sciences, Gorgan, Iran
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Alade AA, Ahmed SA, Mujwar S, Kikiowo B, Akinnusi PA, Olubode SO, Olufemi OM, Ohilebo AA. Identification of levomenthol derivatives as potential dipeptidyl peptidase-4 inhibitors: a comparative study with gliptins. J Biomol Struct Dyn 2024; 42:4029-4047. [PMID: 37261796 DOI: 10.1080/07391102.2023.2217927] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 05/20/2023] [Indexed: 06/02/2023]
Abstract
Dipeptidyl peptidase-4 (DPP4) inhibitors are a potent therapeutic treatment for type 2 diabetes mellitus (T2DM). There is a family of compounds used as DPP4 inhibitors (DPP4Is) called gliptins. They bind tightly to DPP4 to form an inactive protein-ligand complex. However, there remains a need to identify novel DPP4Is that are more efficacious and safer due to the increasing prevalence of T2DM and the undesirable side effects of gliptins. To identify potential DPP4Is, we screened over 1800 novel compounds in a comparative study with gliptins. We performed dual-factor molecular docking to assess the binding affinity of the compounds to DPP4 and found four compounds with a higher binding affinity to DPP4 than currently used gliptins. The newly identified compounds interacted with the dyad glutamate (GLU205 and GLU206) and tyrosine (TYR662 and TYR666) residues in DPP4's active site. We performed molecular dynamics simulations to determine the stability of the protein-ligand complexes formed by the compounds and DPP4. Furthermore, we examined the toxicity and pharmacological profile of the compounds. The compounds are drug-like, easy to synthesize, and relatively less toxic than gliptins. Collectively, our results suggest that the novel compounds are potential DPP4Is and should be considered for further studies to develop novel antidiabetics.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Adebowale A Alade
- Department of Biochemistry, Adekunle Ajasin University, Ondo, Nigeria
| | - Samad A Ahmed
- Department of Biochemistry, Adekunle Ajasin University, Ondo, Nigeria
| | - Somdutt Mujwar
- Chitkara College of Pharmacy, Chitkara University, Punjab, Rajpura, India
| | | | | | - Samuel O Olubode
- Department of Biochemistry, Adekunle Ajasin University, Ondo, Nigeria
| | | | - Abass A Ohilebo
- Department of Biochemistry, Faculty of Life Sciences, Ambrose Ali University Ekpoma, Edo, Nigeria
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Owoloye AJ, Olubode SO, Ogunleye A, Idowu ET, Oyebola KM. Computational identification of potential modulators of heme-regulated inhibitor (HRI) for pharmacological intervention against sickle cell disease. J Biomol Struct Dyn 2024:1-13. [PMID: 38555858 DOI: 10.1080/07391102.2024.2331097] [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: 01/04/2024] [Accepted: 03/10/2024] [Indexed: 04/02/2024]
Abstract
Sickle cell disease (SCD) poses a significant health challenge and therapeutic approaches often target fetal hemoglobin (HbF) to ameliorate symptoms. Hydroxyurea, a current therapeutic option for SCD, has shown efficacy in increasing HbF levels. However, concerns about myelosuppression and thrombocytopenia necessitate the exploration of alternative compounds. Heme-regulated inhibitor (HRI) presents a promising target for pharmacological intervention in SCD due to its association with HbF modulation. This study screened compounds for their potential inhibitory functions against HRI. Small-molecule compounds from 17 folkloric plants were subjected to in silico screening against HRI. Molecular docking was performed, and free binding energy calculations were determined using molecular mechanics with generalized born and surface area (MMGBSA). Lead compounds were subjected to molecular dynamics simulation at 100 ns. Computational quantum mechanical modeling of the lead compounds was subsequently performed. We further examined the pharmacodynamics, pharmacokinetic and physiological properties of the identified compounds. Five potential HRI inhibitors, including kaempferol-3-(2G-glucosyrutinoside), epigallocatechin gallate, tiliroside, myricetin-3-O-glucoside and cannabiscitrin, with respective docking scores of -16.0, -12.17, -11.37, -11.56 and 11.07 kcal/mol, were identified. The MMGBSA analysis of the complexes yielded free-binding energies of -69.76, -71.17, -60.44, -53.55 and -55 kcal/mol, respectively. The identified leads were stable within HRI binding pocket for the duration of the 100 ns simulation. The study identified five phytoligands with potential inhibitory effects on HRI. This finding holds promise for advancing SCD treatment strategies. However, additional preclinical analyses are warranted to validate the chemotherapeutic properties of the lead compounds.
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Affiliation(s)
- Afolabi J Owoloye
- Centre for Genomic Research in Biomedicine (CeGRIB), Mountain Top University, Ibafo, Nigeria
- Nigerian Institute of Medical Research, Lagos, Nigeria
- Parasitology and Bioinformatics Unit, Department of Zoology, Faculty of Science, University of Lagos, Lagos, Nigeria
| | - Samuel O Olubode
- Department of Biochemistry, Adekunle Ajasin University, Akungba, Ondo State, Nigeria
| | - Adewale Ogunleye
- Department of Microbiology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Emmanuel T Idowu
- Parasitology and Bioinformatics Unit, Department of Zoology, Faculty of Science, University of Lagos, Lagos, Nigeria
| | - Kolapo M Oyebola
- Centre for Genomic Research in Biomedicine (CeGRIB), Mountain Top University, Ibafo, Nigeria
- Nigerian Institute of Medical Research, Lagos, Nigeria
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Owoloye AJ, Olubode SO, Ogunleye A, Idowu ET, Oyebola KM. Computational identification of potential modulators of heme-regulated inhibitor (HRI) for pharmacological intervention against sickle cell disease. RESEARCH SQUARE 2023:rs.3.rs-3755458. [PMID: 38168168 PMCID: PMC10760220 DOI: 10.21203/rs.3.rs-3755458/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Background Sickle cell disease (SCD) poses a significant health challenge and therapeutic approaches often target fetal hemoglobin (HbF) to ameliorate symptoms. Hydroxyurea, a current therapeutic option for SCD, has shown efficacy in increasing HbF levels. However, concerns about myelosuppression and thrombocytopenia necessitate the exploration of alternative compounds. Heme-regulated inhibitor (HRI) presents a promising target for pharmacological intervention in SCD due to its association with HbF modulation. This study systematically screened compounds for their potential inhibitory functions against HRI. Methods Small-molecule compounds from 17 plants commonly utilized in traditional SCD management were subjected to in silico screening against HRI. Molecular docking was performed, and free binding energy calculations were determined using molecular mechanics with generalized born and surface area (MMGBSA). The lead compounds were subjected to molecular dynamics simulation at 100 ns. Computational quantum mechanical modelling of the lead compounds was subsequently performed. We further examined the pharmacodynamics, pharmacokinetic and physiological properties of the identified compounds. Results Five potential HRI inhibitors, including kaempferol-3-(2G-glucosyrutinoside), epigallocatechin gallate, tiliroside, myricetin-3-O-glucoside, and cannabiscitrin, with respective docking scores of -16.0, -12.17, -11.37, -11.56 and 11.07 kcal/mol, were identified. The MMGBSA analysis of the complexes yielded free-binding energies of -69.76, -71.17, -60.44, 53.55, and - 55 kcal/mol, respectively. The identified leads were stable within HRI binding pocket for the duration of 100 ns simulation. Conclusions The study successfully identified five phytoligands with potential inhibitory effects on HRI, opening avenues for their use as modulators of HbF in SCD patients. This finding holds promise for advancing treatment strategies in SCD. However, additional preclinical analyses are warranted to validate the chemotherapeutic properties of the lead compounds.
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Singh S, Gaur S. Virtually selected phytochemicals from edible seeds as possible potential medicaments for hypercholesterolemia: an in silico approach. J Biomol Struct Dyn 2023; 41:8690-8700. [PMID: 36259535 DOI: 10.1080/07391102.2022.2135604] [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: 12/06/2021] [Accepted: 10/08/2022] [Indexed: 10/24/2022]
Abstract
Hypercholesterolemia is one of the major health concerns in today's time. Bioactive compounds from various sources have been implicated in managing the conditions of Hypercholesterolemia. With advancements in research, several edible seeds have been explored in managing the disease. This study employs in silico approach to gain insights into the binding interactions of the bioactive compounds which are reportedly present in Edible seeds, against the protein HMG-CoA reductase, which plays a crucial role in cholesterol metabolism. The bioactive compounds were virtually screened and selected based on molecular docking studies which revealed the strong binding interactions of HMG-CoA reductase with Acacetin (-7.6 kcal/mol), Irilone (-7.5 kcal/mol), Orobanchol (-7.5 kcal/mol), Diadzein (-7.4 kcal/mol) and Malvidin (-7.4 kcal/mol). These compounds largely conformed to drug likeliness criteria and ADME properties with lesser mutagenic, hepatotoxic effects and higher absorption percentage in human intestine. Moreover, we performed molecular dynamics simulation studies for docked complexes to explore their stability under simulated conditions. Data gathered from this study will support the future in vitro and in vivo research in development of potential medicaments using the bioactive compounds from edible seeds for management of hypercholesterolemia.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Shubhi Singh
- Department of Biotechnology, Jaypee Institute of Information Technology, Noida, India
| | - Smriti Gaur
- Department of Biotechnology, Jaypee Institute of Information Technology, Noida, India
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Akinnusi PA, Olubode SO, Alade AA, Ashimi AA, Onawola OL, Agbolade AO, Emeka AP, Shodehinde SA, Adeniran OY. Potential Inhibitory Biomolecular Interactions of Natural Compounds With Different Molecular Targets of Diabetes. Bioinform Biol Insights 2023; 17:11779322231167970. [PMID: 37124131 PMCID: PMC10134171 DOI: 10.1177/11779322231167970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2022] [Accepted: 03/17/2023] [Indexed: 05/02/2023] Open
Abstract
Type II diabetes is an endemic disease and is responsible for approximately 90% to 95% of diabetes cases. The pathophysiological distortions are majorly β-cell dysfunction, insulin resistance, and long-term inflammation, which all progressively unsettle the control of blood glucose levels and trigger microvascular and macrovascular complications. The diverse pathological disruptions which patients with type II diabetes mellitus exhibit precipitate the opinion that different antidiabetic agents, administered in combination, might be required to curb this menace and maintain normal blood glucose. To this end, natural compounds were screened to identify small molecular weight compounds with inhibitory effects on protein tyrosine phosphatase 1B (PTP1B), dipeptidyl-peptidase-4 (DPP-4), and α-amylase. From the result, the top 5 anthocyanins with the highest binding affinity are reported herein. Further ADMET profiling showed moderate pharmacokinetic profiles for these compounds as well as insignificant toxicity. Cyanidin 3-(p-coumaroyl)-diglucoside-5-glucoside (-15.272 kcal/mol), cyanidin 3-O-(6"-malonyl-3"-glucosyl-glucoside) (-9.691 kcal/mol), and delphinidin 3,5-O-diglucoside (-12.36 kcal/mol) had the highest binding affinities to PTP1B, DPP-4, and α-amylase, respectively, and can be used in combination to control glucose fluctuations. However, validations must be carried out through further in vitro and in vivo tests.
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Affiliation(s)
- Precious A Akinnusi
- Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Nigeria
- Department of Biochemistry, Federal University of Oye-Ekiti, Oye-Ekiti, Nigeria
- Precious A Akinnusi, Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko 342111, Ondo, Nigeria.
| | - Samuel O Olubode
- Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Nigeria
| | - Adebowale A Alade
- Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Nigeria
| | - Aderemi A Ashimi
- Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Nigeria
| | - Olamide L Onawola
- Department of Microbiology, Lagos State University, Ojo, Nigeria
- Molecular Biology Research Laboratory, Department of Microbiology, Covenant University, Ota, Nigeria
| | - Abigail O Agbolade
- Department of Biochemistry, Federal University of Oye-Ekiti, Oye-Ekiti, Nigeria
- Department of Biochemistry, Osun State University, Osogbo, Nigeria
| | - Adaobi P Emeka
- Department of Biological Sciences, Godfrey Okoye University, Enugu, Nigeria
| | | | - Olawole Y Adeniran
- Department of Biochemistry, Adekunle Ajasin University, Akungba-Akoko, Nigeria
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