138 results on '"Martiniano Bello"'
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2. In silico design and cell-based evaluation of two dual anti breast cancer compounds targeting Bcl-2 and GPER
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Loreley-A. Morelos-Garnica, Sonia Guzmán-Velázquez, Itzia-I. Padilla-Martínez, José-R. García-Sánchez, Martiniano Bello, Norbert Bakalara, David Méndez-Luna, and José Correa-Basurto
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Medicine ,Science - Abstract
Abstract According to WHO statistics, breast cancer (BC) disease represents about 2.3 million diagnosed and 685,000 deaths globally. Regarding histological classification of BC, the Estrogen (ER) and Progesterone (PR) receptors negative-expression cancer, named Triple-Negative BC (TNBC), represents the most aggressive type of this disease, making it a challenge for drug discovery. In this context, our research group, applying a well-established Virtual Screening (VS) protocol, in addition to docking and molecular dynamics simulations studies, yielded two ligands identified as 6 and 37 which were chemically synthesized and evaluated on MCF-7 and MDA-MB-231 cancer cell lines. Strikingly, 37 assayed on MDA-MB-231 (a TNBC cell model) depicted an outstanding value of 18.66 μM much lower than 65.67 μM yielded by Gossypol Bcl-2 inhibitor whose main disadvantage is to produce multiple toxic effects. Highlighted above, enforce the premise of the computational tools to find new therapeutic options against the most aggressive forms of breast cancer, as the results herein showed.
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- 2023
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3. Antineoplastic effect of compounds C14 and P8 on TNBC and radioresistant TNBC cells by stabilizing the K-Ras4BG13D/PDE6δ complex
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Dayan A. Carrión-Estrada, Arturo Aguilar-Rojas, Sara Huerta-Yepez, Mayra Montecillo-Aguado, Martiniano Bello, Arturo Rojo-Domínguez, Elena Arechaga-Ocampo, Paola Briseño-Díaz, Marco Antonio Meraz-Ríos, María del Rocío Thompson-Bonilla, Rosaura Hernández-Rivas, and Miguel Vargas
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K-Ras4B ,PDE6δ ,breast cancer ,triple negative breast cancer (TNBC) ,radioresistant ,antitumor compounds ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
IntroductionBreast cancer (BC) is the leading cause of cancer-related deaths among women, with triple-negative breast cancer (TNBC) representing one of the most aggressive and treatment-resistant subtypes. In this study, we aimed to evaluate the antitumor potential of C14 and P8 molecules in both TNBC and radioresistant TNBC cells. These compounds were chosen for their ability to stabilize the complex formed by the overactivated form of K-Ras4BG13D and its membrane transporter (PDE6δ).MethodsThe antitumor potential of C14 and P8 was assessed using TNBC cell lines, MDA-MB-231, and the radioresistant derivative MDA-MB-231RR, both carrying the K-Ras4B> G13D mutation. We investigated the compounds' effects on K-Ras signaling pathways, cell viability, and tumor growth in vivo.ResultsWestern blotting analysis determined the negative impact of C14 and P8 on the activation of mutant K-Ras signaling pathways in MDA-MB-231 and MDA-MB-231RR cells. Proliferation assays demonstrated their efficacy as cytotoxic agents against K-RasG13D mutant cancer cells and in inducing apoptosis. Clonogenic assays proven their ability to inhibit TNBC and radioresistant TNBC cell clonogenicity. In In vivo studies, C14 and P8 inhibited tumor growth and reduced proliferation, angiogenesis, and cell cycle progression markers.DiscussionThese findings suggest that C14 and P8 could serve as promising adjuvant treatments for TNBC, particularly for non-responders to standard therapies. By targeting overactivated K-Ras and its membrane transporter, these compounds offer potential therapeutic benefits against TNBC, including its radioresistant form. Further research and clinical trials are warranted to validate their efficacy and safety as novel TNBC treatments.
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- 2024
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4. Métodos computacionales para estimar la afinidad de un complejo ligando-receptor
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Martiniano Bello Ramírez
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farmacología ,energía libre de unión ,dinámica molecular ,mmpbsa ,acoplamiento molecular ,General Works - Abstract
A la fecha se han empleado diferentes métodos basados en la estructura para cuantificar las interacciones receptor-ligando, y a partir de estas predecir la energía libre de asociación que proporcionara un estimado de la afinidad de un compuesto por una diana terapéutica. Entre estos métodos está el acoplamiento molecular y las simulaciones de dinámica molecular en conjunto con métodos de cálculo de energía libre de asociación. El acoplamiento molecular, aunque tiene un alto potencial selectivo posee un éxito limitado en la precisión de la estimación de la energía de solvatación y consideración de cambios en la entropía conformacional. Por lo tanto, se ha recurrido a técnicas computacionales más eficientes que predicen la energía libre de unión de una manera más precisa, como lo son los métodos que combinan mecánica molecular con métodos de cálculo de energía. En este contexto, los métodos MMPBSA y MMGBSA permiten predecir la energía libre de unión usando mecánica molecular y modelos continuos de solvatación implícita. Estas técnicas han facilitado la identificación de diferentes compuestos con alta afinidad por una diana farmacológica. En este artículo científico describiremos las bases fundamentales de los métodos MMPBSA y MMGBSA, así como algunos avances relacionados con el empleo de ambos métodos.
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- 2023
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5. Evaluation of Urtica dioica Phytochemicals against Therapeutic Targets of Allergic Rhinitis Using Computational Studies
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Erick Bahena Culhuac and Martiniano Bello
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molecular dynamics simulation ,allergic rhinitis ,Urtica dioica ,docking ,MMGBSA ,Organic chemistry ,QD241-441 - Abstract
Allergic rhinitis (AR) is a prevalent inflammatory condition affecting millions globally, with current treatments often associated with significant side effects. To seek safer and more effective alternatives, natural sources like Urtica dioica (UD) are being explored. However, UD’s mechanism of action remains unknown. Therefore, to elucidate it, we conducted an in silico evaluation of UD phytochemicals’ effects on known therapeutic targets of allergic rhinitis: histamine receptor 1 (HR1), neurokinin 1 receptor (NK1R), cysteinyl leukotriene receptor 1 (CLR1), chemoattractant receptor-homologous molecule expressed on type 2 helper T cells (CRTH2), and bradykinin receptor type 2 (BK2R). The docking analysis identified amentoflavone, alpha-tocotrienol, neoxanthin, and isorhamnetin 3-O-rutinoside as possessing a high affinity for all the receptors. Subsequently, molecular dynamics (MD) simulations were used to analyze the key interactions; the free energy of binding was calculated through Generalized Born and Surface Area Solvation (MMGBSA), and the conformational changes were evaluated. Alpha-tocotrienol exhibited a high affinity while also inducing positive conformational changes across all targets. Amentoflavone primarily affected CRTH2, neoxanthin targeted NK1R, CRTH2, and BK2R, and isorhamnetin-3-O-rutinoside acted on NK1R. These findings suggest UD’s potential to treat AR symptoms by inhibiting these targets. Notably, alpha-tocotrienol emerges as a promising multi-target inhibitor. Further in vivo and in vitro studies are needed for validation.
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- 2024
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6. Computational analysis uncovers the deleterious SNPs along with the mutational spectrum of p53 gene and its differential expression pattern in pan-cancer
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Saruar Alam, Mohammad Sayem, Martiniano Bello, Sadia Islam Mou, Nairita Ahsan Faruqui, Faruk Hossain, and Md. Kamrul Hasan
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Single-nucleotide polymorphism ,nsSNPs ,Deleterious ,Molecular dynamics ,Gene expression analysis ,Cancer ,Science - Abstract
Abstract Background A variety of accessible data, including those of single-nucleotide polymorphisms (SNPs) on the human p53 gene, are made widely available on a global scale. Owing to this, our investigation aimed to deal with the detrimental SNPs in the p53 gene by executing various valid computational tools, including—Filter, SIFT, PredictSNP, Fathmm, UTRScan, ConSurf, SWISS-MODEL, Amber 16 package, Tm-Adjust, I-Mutant, Task Seek, GEPIA2 after practical and basic appraisal, dissolvable openness, atomic progression, analyzing the energy minimization and assessing the gene expression pattern. Results Out of the total 581 p53 SNPs, 420 SNPs were found to be missense or non-synonymous, 435 SNPs were in the three prime UTR, and 112 SNPs were in the five prime UTR from which 16 non-synonymous SNPs (nsSNPs) were predicted to be non-tolerable while PredictSNP package predicted 14. Concentrating on six bioinformatics tools of various dimensions, a combined output was generated, where 14 nsSNPs could exert a deleterious effect. We found 5 missense SNPs in the DNA binding domain's three crucial amino acid positions, using diverse SNP analyzing tools. The underlying discoveries were fortified by microsecond molecular dynamics (MD) simulations, TM-align, I-Mutant, and Project HOPE. The ExPASy-PROSITE tools characterized whether the mutations were located in the functional part of the protein or not. This study provides a decisive outcome, concluding the accessible SNPs' information by recognizing the five unfavorable nsSNPs—rs28934573 (S241F), rs11540652 (R248Q), rs121913342 (R248W), rs121913343 (R273C), and rs28934576 (R273H). By utilizing Heatmapper and GEPIA2, several visualization plots, including heat maps, box plots, and survival plots, were produced. Conclusions These plots disclosed differential expression patterns of the p53 gene in humans. The investigation focused on recognizing the detrimental nsSNPs, which augmented the danger posed by various oncogenesis in patients of different populations, including within the genome-wide studies (GWS).
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- 2022
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7. Structural insights into SARS-CoV-2 spike protein and its natural mutants found in Mexican population
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Yudibeth Sixto-López, José Correa-Basurto, Martiniano Bello, Bruno Landeros-Rivera, Jose Antonio Garzón-Tiznado, and Sarita Montaño
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Medicine ,Science - Abstract
Abstract The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a newly emerged coronavirus responsible for coronavirus disease 2019 (COVID-19); it become a pandemic since March 2020. To date, there have been described three lineages of SARS-CoV-2 circulating worldwide, two of them are found among Mexican population, within these, we observed three mutations of spike (S) protein located at amino acids H49Y, D614G, and T573I. To understand if these mutations could affect the structural behavior of S protein of SARS-CoV-2, as well as the binding with S protein inhibitors (cepharanthine, nelfinavir, and hydroxychloroquine), molecular dynamic simulations and molecular docking were employed. It was found that these punctual mutations affect considerably the structural behavior of the S protein compared to wild type, which also affect the binding of its inhibitors into their respective binding site. Thus, further experimental studies are needed to explore if these affectations have an impact on drug-S protein binding and its possible clinical effect.
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- 2021
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8. CDK4 as a phytochemical based anticancer drug target
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M. Arif Ashraf, Shomoita Sayed, Martiniano Bello, Nazmul Hussain, Rony Kumer Chando, Saruar Alam, and Md. Kamrul Hasan
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MPDB2.0 ,CDK-4 ,Mangiferin ,Medicinal plant ,Phytochemical based drug discovery ,Anticancer drug ,Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
The success story of plant-based medicine has been overlooked during the advent of the modern pharmaceutical industry. Despite the negligence of the multibillion-dollar drug industry, people entirely rely on medicinal plants in some parts of the world. In this study, we have emphasized going back to those traditional medicinal practices to determine their underlying mechanism to move forward on phytochemical-based drug development. We screened Medicinal Plant Database Bangladesh (MPDB2.0) to find traditionally used medicinal plants and their active compounds.Here, mangiferin, extracted from Mangifera indica, has interacted with cell cycle regulator Cyclin-dependent Kinase 4 (CDK4). CDK4 is differentially expressed during Glioblastoma multiforme (GBM), Brain Lower Grade Glioma (LGG), and Sarcoma (SARC). Expression of CDK4 is interlinked to the patients’ survival rate and its consistent expression throughout different stages has provided the advantage to use it as a diagnostic tool and drug target.This study demonstrated that a simple mango tree extracted active compound ‘mangiferin’ may work as a potential anticancer drug, and leveraging the recent advancement of sequencing and gene expression data can accelerate the phytochemical-based drug discovery process.
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- 2022
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9. Microsecond MD Simulations to Explore the Structural and Energetic Differences between the Human RXRα-PPARγ vs. RXRα-PPARγ-DNA
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Faizul Azam and Martiniano Bello
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RXRα ,PPARγ ,MD simulations ,MMGBSA ,binding free energy ,Organic chemistry ,QD241-441 - Abstract
The heterodimeric complex between retinoic X receptor alpha (RXRα) and peroxisome proliferator-activated receptor gamma (PPARγ) is one of the most important and predominant regulatory systems, controlling lipid metabolism by binding to specific DNA promoter regions. X-ray and molecular dynamics (MD) simulations have revealed the average conformation adopted by the RXRα-PPARγ heterodimer bound to DNA, providing information about how multiple domains communicate to regulate receptor properties. However, knowledge of the energetic basis of the protein-ligand and protein-protein interactions is still lacking. Here we explore the structural and energetic mechanism of RXRα-PPARγ heterodimer bound or unbound to DNA and forming complex with co-crystallized ligands (rosiglitazone and 9-cis-retinoic acid) through microsecond MD simulations, molecular mechanics generalized Born surface area binding free energy calculations, principal component analysis, the free energy landscape, and correlated motion analysis. Our results suggest that DNA binding alters correlated motions and conformational mobility within RXRα–PPARγ system that impact the dimerization and the binding affinity on both receptors. Intradomain correlated motions denotes a stronger correlation map for RXRα-PPARγ-DNA than RXRα-PPARγ, involving residues at the ligand binding site. In addition, our results also corroborated the greater role of PPARγ in regulation of the free and bound DNA state.
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- 2022
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10. Structural analogues of existing anti-viral drugs inhibit SARS-CoV-2 RNA dependent RNA polymerase: A computational hierarchical investigation
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Md. Kamrul Hasan, Mohammad Kamruzzaman, Omar Hamza Bin Manjur, Araf Mahmud, Nazmul Hussain, Muhammad Shafiul Alam Mondal, Md. Ismail Hosen, Martiniano Bello, and Atiqur Rahman
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COVID-19 ,RNA dependent RNA polymerase ,Binding free energy ,Molecular docking ,Virtual screening ,Molecular dynamics simulation ,Science (General) ,Q1-390 ,Social sciences (General) ,H1-99 - Abstract
The Coronavirus Disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) became a pandemic, resulting in an exponentially increased mortality globally and scientists all over the world are struggling to find suitable solutions to combat it. Multiple repurposed drugs have already been in several clinical trials or recently completed. However, none of them shows any promising effect in combating COVID-19. Therefore, developing an effective drug is an unmet global need. RdRp (RNA dependent RNA polymerase) plays a pivotal role in viral replication. Therefore, it is considered as a prime target of drugs that may treat COVID-19. In this study, we have screened a library of compounds, containing approved RdRp inhibitor drugs that were or in use to treat other viruses (favipiravir, sofosbuvir, ribavirin, lopinavir, tenofovir, ritonavir, galidesivir and remdesivir) and their structural analogues, in order to identify potential inhibitors of SARS-CoV-2 RdRp. Extensive screening, molecular docking and molecular dynamics show that five structural analogues have notable inhibitory effects against RdRp of SARS-CoV-2. Importantly, comparative protein-antagonists interaction revealed that these compounds fit well in the pocket of RdRp. ADMET analysis of these compounds suggests their potency as drug candidates. Our identified compounds may serve as potential therapeutics for COVID-19.
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- 2021
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11. 131I-C19 Iodide Radioisotope and Synthetic I-C19 Compounds as K-Ras4B–PDE6δ Inhibitors: A Novel Approach against Colorectal Cancer—Biological Characterization, Biokinetics and Dosimetry
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Pedro Cruz-Nova, Blanca Ocampo-García, Dayan Andrea Carrión-Estrada, Paola Briseño-Diaz, Guillermina Ferro-Flores, Nallely Jiménez-Mancilla, José Correa-Basurto, Martiniano Bello, Libia Vega-Loyo, María del Rocío Thompson-Bonilla, Rosaura Hernández-Rivas, and Miguel Vargas
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I-C19 ,colorectal cancer ,K-Ras4B ,PDE6δ ,pharmacokinetics ,Organic chemistry ,QD241-441 - Abstract
In 40–50% of colorectal cancer (CRC) cases, K-Ras gene mutations occur, which induce the expression of the K-Ras4B oncogenic isoform. K-Ras4B is transported by phosphodiesterase-6δ (PDE6δ) to the plasma membrane, where the K-Ras4B–PDE6δ complex dissociates and K-Ras4B, coupled to the plasma membrane, activates signaling pathways that favor cancer aggressiveness. Thus, the inhibition of the K-Ras4B–PDE6δ dissociation using specific small molecules could be a new strategy for the treatment of patients with CRC. This research aimed to perform a preclinical proof-of-concept and a therapeutic potential evaluation of the synthetic I-C19 and 131I-C19 compounds as inhibitors of the K-Ras4B–PDE6δ dissociation. Molecular docking and molecular dynamics simulations were performed to estimate the binding affinity and the anchorage sites of I-C19 in K-Ras4B–PDE6δ. K-Ras4B signaling pathways were assessed in HCT116, LoVo and SW620 colorectal cancer cells after I-C19 treatment. Two murine colorectal cancer models were used to evaluate the I-C19 therapeutic effect. The in vivo biokinetic profiles of I-C19 and 131I-C19 and the tumor radiation dose were also estimated. The K-Ras4B–PDE6δ stabilizer, 131I-C19, was highly selective and demonstrated a cytotoxic effect ten times greater than unlabeled I-C19. I-C19 prevented K-Ras4B activation and decreased its dependent signaling pathways. The in vivo administration of I-C19 (30 mg/kg) greatly reduced tumor growth in colorectal cancer. The biokinetic profile showed renal and hepatobiliary elimination, and the highest radiation absorbed dose was delivered to the tumor (52 Gy/74 MBq). The data support the idea that 131I-C19 is a novel K-Ras4B/PDE6δ stabilizer with two functionalities: as a K-Ras4B signaling inhibitor and as a compound with radiotherapeutic activity against colorectal tumors.
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- 2022
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12. Molecular Basis of Inhibitory Mechanism of Naltrexone and Its Metabolites through Structural and Energetic Analyses
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Martiniano Bello
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naltrexone ,mu-opioid receptor ,MD simulations ,MMGBSA ,binding free energy ,Organic chemistry ,QD241-441 - Abstract
Naltrexone is a potent opioid antagonist with good blood–brain barrier permeability, targeting different endogenous opioid receptors, particularly the mu-opioid receptor (MOR). Therefore, it represents a promising candidate for drug development against drug addiction. However, the details of the molecular interactions of naltrexone and its derivatives with MOR are not fully understood, hindering ligand-based drug discovery. In the present study, taking advantage of the high-resolution X-ray crystal structure of the murine MOR (mMOR), we constructed a homology model of the human MOR (hMOR). A solvated phospholipid bilayer was built around the hMOR and submitted to microsecond (µs) molecular dynamics (MD) simulations to obtain an optimized hMOR model. Naltrexone and its derivatives were docked into the optimized hMOR model and submitted to µs MD simulations in an aqueous membrane system. The MD simulation results were submitted to the molecular mechanics–generalized Born surface area (MMGBSA) binding free energy calculations and principal component analysis. Our results revealed that naltrexone and its derivatives showed differences in protein–ligand interactions; however, they shared contacts with residues at TM2, TM3, H6, and TM7. The binding free energy and principal component analysis revealed the structural and energetic effects responsible for the higher potency of naltrexone compared to its derivatives.
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- 2022
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13. Dihydropyrazole-Carbohydrazide Derivatives with Dual Activity as Antioxidant and Anti-Proliferative Drugs on Breast Cancer Targeting the HDAC6
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Irving Balbuena-Rebolledo, Astrid M. Rivera-Antonio, Yudibeth Sixto-López, José Correa-Basurto, Martha C. Rosales-Hernández, Jessica Elena Mendieta-Wejebe, Francisco J. Martínez-Martínez, Ivonne María Olivares-Corichi, José Rubén García-Sánchez, Juan Alberto Guevara-Salazar, Martiniano Bello, and Itzia I. Padilla-Martínez
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HDAC6 ,breast cancer ,TNBC ,4,5-dihydropyrazole ,pyrazoline ,antioxidant ,Medicine ,Pharmacy and materia medica ,RS1-441 - Abstract
Breast cancer (BC) is the most frequently diagnosed cancer and is the second-most common cause of death in women worldwide. Because of this, the search for new drugs and targeted therapy to treat BC is an urgent and global need. Histone deacetylase 6 (HDAC6) is a promising anti-BC drug target associated with its development and progression. In the present work, the design and synthesis of a new family of dihydropyrazole-carbohydrazide derivatives (DPCH) derivatives focused on HDAC6 inhibitory activity is presented. Computational chemistry approaches were employed to rationalize the design and evaluate their physicochemical and toxic-biological properties. The new family of nine DPCH was synthesized and characterized. Compounds exhibited optimal physicochemical and toxicobiological properties for potential application as drugs to be used in humans. The in silico studies showed that compounds with –Br, –Cl, and –OH substituents had good affinity with the catalytic domain 2 of HDAC6 like the reference compounds. Nine DPCH derivatives were assayed on MCF-7 and MDA-MB-231 BC cell lines, showing antiproliferative activity with IC50 at μM range. Compound 2b showed, in vitro, an IC50 value of 12 ± 3 µM on human HDAC6. The antioxidant activity of DPCH derivatives showed that all the compounds exhibit antioxidant activity similar to that of ascorbic acid. In conclusion, the DPCH derivatives are promising drugs with therapeutic potential for the epigenetic treatment of BC, with low cytotoxicity towards healthy cells and important antioxidant activity.
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- 2022
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14. KRas4B-PDE6δ complex stabilization by small molecules obtained by virtual screening affects Ras signaling in pancreatic cancer
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Diana Casique-Aguirre, Paola Briseño-Díaz, Ponciano García-Gutiérrez, Claudia Haydée González-de la Rosa, Reyna Sara Quintero-Barceinas, Arturo Rojo-Domínguez, Irene Vergara, Luis Alberto Medina, José Correa-Basurto, Martiniano Bello, Rosaura Hernández-Rivas, María del RocioThompson-Bonilla, and Miguel Vargas
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KRas4B ,KRas4BG12C ,PDE6δ ,PDAC ,Pancreatic cancer ,Inhibitors ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background The GTPase KRas4B has been utilized as a principal target in the development of anticancer drugs. PDE6δ transports KRas4B to the plasma membrane, where it is released to activate various signaling pathways required for the initiation and maintenance of cancer. Therefore, identifying new small molecules that prevent activation of this GTPase by stabilizing the KRas4B-PDE6δ molecular complex is a practical strategy to fight against cancer. Methods The crystal structure of the KRas4B-PDE6δ heterodimer was employed to locate possible specific binding sites at the protein-protein interface region. Virtual screening of Enamine-database compounds was performed on the located potential binding sites to identify ligands able to simultaneously bind to the KRas4B-PDE6δ heterodimer. A molecular dynamics approach was used to estimate the binding free-energy of the complex. Cell viability and apoptosis were measured by flow cytometry. G-LISA was used to measure Ras inactivation. Western blot was used to measure AKT and ERK activation. MIA PaCa-2 cells implanted subcutaneously into nude mice were treated with D14 or C22 and tumor volumes were recorded. Results According to the binding affinity estimation, D14 and C22 stabilized the protein-protein interaction in the KRas4B-PDE6δ complex based on in vitro evaluation of the 38 compounds showing antineoplastic activity against pancreatic MIA PaCa-2 cancer cells. In this work, we further investigated the antineoplastic cellular properties of two of them, termed D14 and C22, which reduced the viability in the human pancreatic cancer cells lines MIA PaCa-2, PanC-1 and BxPC-3, but not in the normal pancreatic cell line hTERT-HPNE. Compounds D14 and C22 induced cellular death via apoptosis. D14 and C22 significantly decreased Ras-GTP activity by 33% in MIA PaCa-2 cells. Moreover, D14 decreased AKT phosphorylation by 70% and ERK phosphorylation by 51%, while compound C22 reduced AKT phosphorylation by 60% and ERK phosphorylation by 36%. In addition, compounds C22 and D14 significantly reduced tumor growth by 88.6 and 65.9%, respectively, in a mouse xenograft model. Conclusions We identified two promising compounds, D14 and C22, that might be useful as therapeutic drugs for pancreatic ductal adenocarcinoma treatment.
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- 2018
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15. The small organic molecule C19 binds and strengthens the KRAS4b-PDEδ complex and inhibits growth of colorectal cancer cells in vitro and in vivo
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Pedro Cruz-Nova, Michael Schnoor, José Correa-Basurto, Martiniano Bello, Paola Briseño-Diaz, Arturo Rojo-Domínguez, Carlos M. Ortiz-Mendoza, Jorge Guerrero-Aguirre, Francisco J. García-Vázquez, Rosaura Hernández-Rivas, María del Rocío Thompson-Bonilla, and Miguel Vargas
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Colorectal cancer ,KRAS4b ,PDEδ ,Apoptosis ,Erk ,Akt ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Colorectal cancer is the third most common cancer worldwide; and in 40% of all cases, KRAS4b-activating mutations occur. KRAS4b is transported by phosphodiesterase-6δ (PDEδ) to the plasma membrane, where it gets activated. PDEδ downregulation prevents redistribution and activation of KRAS4b. Thus, targeting the KRAS4b-PDEδ complex is a treatment strategy for colorectal cancer. Methods Using docking and molecular dynamics simulations coupled to molecular mechanics, the generalized born model and solvent accessibility (MMGBSA) approach to explore protein-ligand stability, we found that the compound ((2S)-N-(2,5-diclorofenil)-2-[(3,4-dimetoxifenil)metilamino]-propanamida), termed C19, bound and stabilized the KRAS4b-PDEδ complex. We investigated whether C19 decreases the viability and proliferation of colorectal cancer cells, in addition to knowing the type of cell death that it causes and if C19 decreases the activation of KRAS4b and their effectors. Results C19 showed high cytotoxicity in the colorectal cancer cell lines HCT116 and LoVo, with a stronger effect in KRAS-dependent LoVo cells. Importantly, C19 significantly decreased tumor size in a xenograft mouse model and showed lower side effects than 5-fluorouracil that is currently used as colorectal cancer treatment. Conclusions Mechanistically, the cytotoxic effect was due to increased apoptosis of tumor cells and decreased phosphorylation of Erk and Akt. Therefore, our results suggest that C19 may serve as a promising new treatment for colorectal cancer.
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- 2018
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16. Effect of New Analogs of Hexyloxy Phenyl Imidazoline on Quorum Sensing in Chromobacterium violaceum and In Silico Analysis of Ligand-Receptor Interactions
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José Luis Herrera-Arizmendi, Everardo Curiel-Quesada, José Correa-Basurto, Martiniano Bello, and Alicia Reyes-Arellano
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Chemistry ,QD1-999 - Abstract
The increasing common occurrence of antibiotic-resistant bacteria has become an urgent public health issue. There are currently some infections without any effective treatment, which require new therapeutic strategies. An attractive alternative is the design of compounds capable of disrupting bacterial communication known as quorum sensing (QS). In Gram-negative bacteria, such communication is regulated by acyl-homoserine lactones (AHLs). Triggering of QS after bacteria have reached a high cell density allows them to proliferate before expressing virulence factors. Our group previously reported that hexyloxy phenylimidazoline (9) demonstrated 71% inhibitory activity of QS at 100 μM (IC50 = 90.9 μM) in Chromobacterium violaceum, a Gram-negative bacterium. The aim of the present study was to take 9 as a lead compound to design and synthesize three 2-imidazolines (13–15) and three 2-oxazolines (16–18), to be evaluated as quorum-sensing inhibitors on C. violaceum CV026. We were looking for compounds with a higher affinity towards the Cvi receptor of this bacterium and the ability to inhibit QS. The binding mode of the test compounds on the Cvi receptor was explored with docking studies and molecular dynamics. It was found that 8-pentyloxyphenyl-2-imidazoline (13) reduced the production of violacein (IC50 = 56.38 μM) without affecting bacterial growth, suggesting inhibition of quorum sensing. Indeed, compound 13 is apparently one of the best QS inhibitors known to date. Molecular docking revealed the affinity of compound 13 for the orthosteric site of N-hexanoyl homoserine lactone (C6-AHL) on the CviR protein. Ten amino acid residues in the active binding site of C6-AHL in the Cvi receptor interacted with 13, and 7 of these are the same as those interacting with AHL. Contrarily, 8-octyloxyphenyl-2-imidazoline (14), 8-decyloxyphenyl-2-imidazoline (15), and 9-decyloxyphenyl-2-oxazoline (18) bound only to an allosteric site and thus did not compete with C6-AHL for the orthosteric site.
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- 2020
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17. Repurposing FDA Drug Compounds against Breast Cancer by Targeting EGFR/HER2
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Irving Balbuena-Rebolledo, Itzia Irene Padilla-Martínez, Martha Cecilia Rosales-Hernández, and Martiniano Bello
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HER2 ,EGFR ,doxazosin ,docking ,MD simulations ,Medicine ,Pharmacy and materia medica ,RS1-441 - Abstract
Repurposing studies have identified several FDA-approved compounds as potential inhibitors of the intracellular domain of epidermal growth factor receptor 1 (EGFR) and human epidermal receptor 2 (HER2). EGFR and HER2 represent important targets for the design of new drugs against different types of cancer, and recently, differences in affinity depending on active or inactive states of EGFR or HER2 have been identified. In this study, we first identified FDA-approved compounds with similar structures in the DrugBank to lapatinib and gefitinib, two known inhibitors of EGFR and HER2. The selected compounds were submitted to docking and molecular dynamics MD simulations with the molecular mechanics generalized Born surface area approach to discover the conformational and thermodynamic basis for the recognition of these compounds on EGFR and HER2. These theoretical studies showed that compounds reached the ligand-binding site of EGFR and HER2, and some of the repurposed compounds did not interact with residues involved in drug resistance. An in vitro assay performed on two different breast cancer cell lines, MCF-7, and MDA-MB-23, showed growth inhibitory activity for these repurposed compounds on tumorigenic cells at micromolar concentrations. These repurposed compounds open up the possibility of generating new anticancer treatments by targeting HER2 and EGFR.
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- 2021
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18. Modifications on the Tetrahydroquinoline Scaffold Targeting a Phenylalanine Cluster on GPER as Antiproliferative Compounds against Renal, Liver and Pancreatic Cancer Cells
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David Méndez-Luna, Loreley Araceli Morelos-Garnica, Juan Benjamín García-Vázquez, Martiniano Bello, Itzia Irene Padilla-Martínez, Manuel Jonathan Fragoso-Vázquez, Alfonso Dueñas González, Nuria De Pedro, José Antonio Gómez-Vidal, Humberto Lubriel Mendoza-Figueroa, and José Correa-Basurto
- Subjects
GPER ,docking ,molecular dynamics simulations ,Suzuki–Miyaura cross-coupling ,tetrahydroquinoline scaffold ,antiproliferative ,Medicine ,Pharmacy and materia medica ,RS1-441 - Abstract
The implementation of chemo- and bioinformatics tools is a crucial step in the design of structure-based drugs, enabling the identification of more specific and effective molecules against cancer without side effects. In this study, three new compounds were designed and synthesized with suitable absorption, distribution, metabolism, excretion and toxicity (ADME-tox) properties and high affinity for the G protein-coupled estrogen receptor (GPER) binding site by in silico methods, which correlated with the growth inhibitory activity tested in a cluster of cancer cell lines. Docking and molecular dynamics (MD) simulations accompanied by a molecular mechanics/generalized Born surface area (MMGBSA) approach yielded the binding modes and energetic features of the proposed compounds on GPER. These in silico studies showed that the compounds reached the GPER binding site, establishing interactions with a phenylalanine cluster (F206, F208 and F278) required for GPER molecular recognition of its agonist and antagonist ligands. Finally, a 3-(4,5-dimethylthiazol-2-yl)2,5-diphenyltetrazolium bromide (MTT) assay showed growth inhibitory activity of compounds 4, 5 and 7 in three different cancer cell lines—MIA Paca-2, RCC4-VA and Hep G2—at micromolar concentrations. These new molecules with specific chemical modifications of the GPER pharmacophore open up the possibility of generating new compounds capable of reaching the GPER binding site with potential growth inhibitory activities against nonconventional GPER cell models.
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- 2021
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19. Molecular dynamics simulations to provide insights into epitopes coupled to the soluble and membrane-bound MHC-II complexes.
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Martiniano Bello and Jose Correa-Basurto
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Medicine ,Science - Abstract
Epitope recognition by major histocompatibility complex II (MHC-II) is essential for the activation of immunological responses to infectious diseases. Several studies have demonstrated that this molecular event takes place in the MHC-II peptide-binding groove constituted by the α and β light chains of the heterodimer. This MHC-II peptide-binding groove has several pockets (P1-P11) involved in peptide recognition and complex stabilization that have been probed through crystallographic experiments and in silico calculations. However, most of these theoretical calculations have been performed without taking into consideration the heavy chains, which could generate misleading information about conformational mobility both in water and in the membrane environment. Therefore, in absence of structural information about the difference in the conformational changes between the peptide-free and peptide-bound states (pMHC-II) when the system is soluble in an aqueous environment or non-covalently bound to a cell membrane, as the physiological environment for MHC-II is. In this study, we explored the mechanistic basis of these MHC-II components using molecular dynamics (MD) simulations in which MHC-II was previously co-crystallized with a small epitope (P7) or coupled by docking procedures to a large (P22) epitope. These MD simulations were performed at 310 K over 100 ns for the water-soluble (MHC-IIw, MHC-II-P(7w), and MHC-II-P(22w)) and 150 ns for the membrane-bound species (MHC-IIm, MHC-II-P(7m), and MHC-II-P(22m)). Our results reveal that despite the different epitope sizes and MD simulation environments, both peptides are stabilized primarily by residues lining P1, P4, and P6-7, and similar noncovalent intermolecular energies were observed for the soluble and membrane-bound complexes. However, there were remarkably differences in the conformational mobility and intramolecular energies upon complex formation, causing some differences with respect to how the two peptides are stabilized in the peptide-binding groove.
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- 2013
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20. Molecular dynamics of a thermostable multicopper oxidase from Thermus thermophilus HB27: structural differences between the apo and holo forms.
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Martiniano Bello, Brenda Valderrama, Hugo Serrano-Posada, and Enrique Rudiño-Piñera
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Medicine ,Science - Abstract
Molecular dynamic (MD) simulations have been performed on Tth-MCO, a hyperthermophilic multicopper oxidase from thermus thermophilus HB27, in the apo as well as the holo form, with the aim of exploring the structural dynamic properties common to the two conformational states. According to structural comparison between this enzyme and other MCOs, the substrate in process to electron transfer in an outer-sphere event seems to transiently occupy a shallow and overall hydrophobic cavity near the Cu type 1 (T1Cu). The linker connecting the β-strands 21 and 24 of the second domain (loop (β21-β24)(D2)) has the same conformation in both states, forming a flexible lid at the entrance of the electron-transfer cavity. Loop (β21-β24)(D2) has been tentatively assigned a role occluding the access to the electron-transfer site. The dynamic of the loop (β21-β24)(D2) has been investigated by MD simulation, and results show that the structures of both species have the same secondary and tertiary structure during almost all the MD simulations. In the simulation, loop (β21-β24)(D2) of the holo form undergoes a higher mobility than in the apo form. In fact, loop (β21-β24)(D2) of the holo form experiences a conformational change which enables exposure to the electron-transfer site (open conformation), while in the apo form the opposite effect takes place (closed conformation). To confirm the hypothesis that the open conformation might facilitate the transient electron-donor molecule occupation of the site, the simulation was extended another 40 ns with the electron-donor molecule docked into the protein cavity. Upon electron-donor molecule stabilization, loops near the cavity reduce their mobility. These findings show that coordination between the copper and the protein might play an important role in the general mobility of the enzyme, and that the open conformation seems to be required for the electron transfer process to T1Cu.
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- 2012
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21. Exploring the inhibitory activity of valproic acid against the HDAC family using an MMGBSA approach.
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Yudibeth Sixto-López, Martiniano Bello, and José Correa-Basurto
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- 2020
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22. Dissecting the molecular recognition of dual lapatinib derivatives for EGFR/HER2.
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Martiniano Bello, Concepción Guadarrama-García, and Rolando Alberto Rodriguez-Fonseca
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- 2020
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23. GPER binding site detection and description: a flavonoid-based docking and molecular dynamics simulations study.
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David, Méndez-Luna, primary, Sonia, Guzmán-Velázquez, additional, Irene, Padilla-Martínez Itzia, additional, Rubén, García-Sánchez José, additional, Martiniano, Bello, additional, Benjamín, García-Vázquez Juan, additional, Lubriel, Mendoza-Figueroa Humberto, additional, and José, Correa-Basurto, additional
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- 2024
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24. Molecular recognition of tak-285 and lapatinib by inactive, active, and middle active-inactive HER2
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Martiniano, Bello
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- 2021
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25. Molecular dynamics simulations depict structural motions of the whole human aryl hydrocarbon receptor influencing its binding of ligands and HSP90
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Martha Cecilia Rosales-Hernández, Martiniano Bello, Jazziel Velazquez Toledano, Barbara Citlali Escudero Feregrino, José Correa Basurto, Leticia Guadalupe Fragoso Morales, and Mónica Adriana Torres-Ramos
- Subjects
Structural Biology ,General Medicine ,Molecular Biology - Abstract
The aryl hydrocarbon receptor (AhR) has broad biological functions when its ligands activate it; the non-binding interactions with AhR have not been fully elucidated due to the absence of a complete tridimensional (3D) structure. Therefore, utilization of the whole 3D structure from Homo sapiens AhR by in silico studies will allow us to better study and analyze the binding mode of its full and partial agonists, and antagonists, as well as its interaction with the HSP90 chaperone. The 3D AhR structure was obtained from I-TASSER and subjected to molecular dynamics (MD) simulations to obtain different structural conformations and determine the most populated AhR conformer by clustering analyses. The AhR-3D structures selected from MD simulations and those from clustering analyses were used to achieve docking studies with some of its ligands and protein–protein docking with HSP90. Once the AhR-3D structure was built, its Ramachandran maps and energy showed a well-qualified 3D model. MD simulations showed that the per-Arnt-Sim homology (PAS) PAS A, PAS B, and Q domains underwent conformational changes, identifying the conformation when agonists were binding also, and HSP90 was binding near the PAS A, PAS B, and Q domains. However, when antagonists are binding, HSP90 does not bind near the PAS A, PAS B, and Q domains. These studies show that the complex agonist-AhR-HSP90 can be formed, but this complex is not formed when an antagonist is binding. Knowing the conformations when the ligands bind to AHR and the behavior of HSP90 allows for an understanding of its activity. Communicated by Ramaswamy H. Sarma
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- 2023
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26. Dynamic and thermodynamic impact of L94A, W100A, and W100L mutations on the D2 dopamine receptor bound to risperidone
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Faizul Azam and Martiniano Bello Ramirez
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General Chemical Engineering ,General Chemistry - Abstract
DRD2 is an important receptor in the mediation of antipsychotic drugs but also in Parkinson medication, hyperprolactinemia, nausea and vomiting. Recently, crystallographic studies of the DRD2-risperidone complex have provided important information about risperidone recognition in wild-type and different stabilizing DRD2-risperidone residues. Using the crystallographic structure of the DRD2-risperidone complex as a starting point, we undertook molecular dynamics (MD) simulations to investigate the structural and thermodynamic basis of molecular recognition by risperidone at the ligand-binding sites of wild-type and mutant DRD2. A solvated phospholipid bilayer was used to construct DRD2-risperidone complexes, which were then subjected to several microsecond (µs) MD simulations in order to obtain realistic receptor–ligand conformations under the equilibrated simulation time. Risperidone had a higher affinity for wild-type and L94A mutant DRD2 than the W100L and W100A mutants, according to binding free energy calculations using the Molecular Mechanics Generalized-Born Surface Area (MMGBSA) method, explaining the experimental differences in ligand residence times. Principal component analysis revealed important conformational mobility upon molecular recognition of risperidone for the L94A mutant compared to the wild type, indicating an unfavorable entropic component that may contribute to improving risperidone affinity in the L94A DRD2 mutant.
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- 2022
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27. Interactions of a boron-containing levodopa derivative on D2 dopamine receptor and its effects in a Parkinson disease model
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Eunice D. Farfán-García, José G. Trujillo-Ferrara, Bhaskar Das, Antonio Abad-García, Marvin A. Soriano-Ursúa, A. Lilia Ocampo-Néstor, and Martiniano Bello
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Levodopa ,Parkinsonism ,MPTP ,Antagonist ,Substantia nigra ,Pharmacology ,medicine.disease ,Biochemistry ,nervous system diseases ,Inorganic Chemistry ,chemistry.chemical_compound ,chemistry ,Dopamine receptor ,Dopamine receptor D2 ,medicine ,Receptor ,medicine.drug - Abstract
Levodopa is a cornerstone in Parkinson’s disease treatment. Beneficial effects are mainly by binding on D2 receptors. Docking simulations of a set of compounds including well-known D2-ligands and a pool of Boron-Containing Compounds (BCC), particularly boroxazolidones with a tri/tetra-coordinated boron atom, were performed on the D2 Dopamine receptor (D2DR). Theoretical results yielded higher affinity of the compound DPBX, a Dopaboroxazolidone, than levodopa on D2DR. Essential interactions with residues in the third and sixth transmembrane domains of the D2DR appear to be crucial to induce and stabilize interactions in the active receptor state. Results from a motor performance evaluation of a murine model of Parkinson’s disease agree with theoretical results, as DPBX showed similar efficacy to that of levodopa for diminishing MPTP-induced parkinsonism. This beneficial effect was disrupted with prior Risperidone (D2DR antagonist) administration, supporting the role of D2DR in the biological effect of DPBX. In addition, DPBX limited neuronal loss in substantia nigra in a similar manner to that of levodopa administration.
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- 2021
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28. Seeking potential anticonvulsant agents that target GABAA receptors using experimental and theoretical procedures.
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Margarita Virginia Saavedra-Vélez, José Correa-Basurto, Myrna H. Matus, Eloy Gasca-Pérez, Martiniano Bello, Roberto Cuevas-Hernández, Rosa Virginia García-Rodríguez, José G. Trujillo-Ferrara, and Fernando Rafael Ramos-Morales
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- 2014
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29. Elucidation of the inhibitory activity of ivermectin with host nuclear importin α and several SARS-CoV-2 targets
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Martiniano Bello
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alpha Karyopherins ,medicine.medical_treatment ,Chromosomal translocation ,Importin ,Molecular Dynamics Simulation ,Inhibitory postsynaptic potential ,Molecular mechanics ,Antiviral Agents ,Viral Proteins ,Ivermectin ,Structural Biology ,medicine ,Humans ,Protease Inhibitors ,Molecular Biology ,binding free energy ,Protease ,Chemistry ,urogenital system ,SARS-CoV-2 ,COVID-19 ,3CLpro ,General Medicine ,molecular docking ,In vitro ,Cell biology ,Molecular Docking Simulation ,Docking (molecular) ,embryonic structures ,medicine.drug ,Research Article ,Peptide Hydrolases - Abstract
Ivermectin (IVM) is an FDA-approved drug that has shown antiviral activity against a wide variety of viruses in recent years. IVM inhibits the formation of the importin-α/β1 heterodimeric complex responsible for the translocation and replication of various viral species proteins. Also, IVM hampers SARS-CoV-2 replication in vitro; however, the molecular mechanism through which IVM inhibits SARS-CoV-2 is not well understood. Previous studies have explored the molecular mechanism through which IVM inhibits importin-α and several potential targets associated with COVID-19 by using docking approaches and MD simulations to corroborate the docked complexes. This study explores the energetic and structural properties through which IVM inhibits importin-α and five targets associated with COVID-19 by using docking and MD simulations combined with the molecular mechanics generalized Born surface area (MMGBSA) approach. Energetic and structural analysis showed that the main protease 3CLpro reached the most favorable affinity, followed by importin-α and Nsp9, which shared a similar relationship. Therefore, in vitro activity of IVM can be explained by acting as an inhibitor of importin-α, dimeric 3CLpro, and Nsp9, but mainly over dimeric 3CLpro. Communicated by Ramaswamy H. Sarma
- Published
- 2021
30. Structural and energetic differences between the human RXRα–PPARγ heterodimer with and without DNA binding
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Faizul Azam and Martiniano Bello Ramirez
- Abstract
Structural data of multidomain structures of nuclear receptor complexes provides essential insights into how the quaternary complex impacts the nuclear receptor function. The heterodimeric complex between retinoic X receptor alpha (RXRα) and peroxisome proliferator-activated receptor gamma (PPARγ) is one of the most important and predominant regulatory systems, controlling lipid metabolism by binding to specific DNA promoter regions. X-ray and molecular dynamics (MD) simulations have revealed the average conformation adopted by the RXRα–PPARγ heterodimer bound to DNA, providing information about how multiple domains communicate to regulate receptor properties. However, knowledge of the energetic basis of the protein-ligand and protein-protein interactions is still lacking. Here we explore the structural and energetic mechanism of RXRα–PPARγ–DNA systems through microsecond MD simulations, molecular mechanics generalized Born surface area binding free energy calculations, principal component analysis, the free energy landscape, and correlated motion analysis. In our MD simulations, the RXRα–PPAR system was either bound or not bound to DNA and formed a complex with co-crystallized ligands (PDB entry 3DZY). Our results reveal new protein-ligand and protein-protein interactions that had not been reported in prior crystallographic studies. Binding free energy studies showed differences in protein-ligand and protein-protein affinity, whereas principal component analysis revealed differences in the conformational entropy depending on whether RXRα–PPARγ is bound or not bound to DNA. Correlated motions suggested that the allosteric communication is DNA dependent and bidirectional, impacting the protein-ligand and protein-protein interactions.
- Published
- 2022
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31. In Silico Design of an Oseltamivir Derivative with Increased Affinity against Wild‐Type and Mutant Variants of Neuraminidase and Hemagglutinin of Influenza A H1N1 Virus.
- Author
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Jazmin, García‐Machorro, Elaheh, Mirzaeicheshmeh, Manuel Jonathan, Fragoso‐Vázquez, Martiniano, Bello, David, Méndez‐Luna, Alám, León‐Cardona, and José, Correa‐Basurto
- Published
- 2023
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32. Structural mechanism of the Tanford transition of bovine β-lactoglobulin through microsecond molecular dynamics simulations
- Author
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Martiniano Bello
- Subjects
Conformational change ,Magnetic Resonance Spectroscopy ,Dodecyl sulfate ,Transition (genetics) ,Protein Conformation ,Chemistry ,Lactoglobulins ,General Medicine ,Hydrogen-Ion Concentration ,Molecular Dynamics Simulation ,Ligands ,Loop (topology) ,Molecular dynamics ,Microsecond ,Structural Biology ,Biophysics ,Animals ,Cattle ,Molecular Biology ,Mechanism (sociology) - Abstract
X-ray analysis has provided structural data about a pH-driven conformational change in β-lactoglobulin (BLG) known as the Tanford transition, which occurs at around pH 7 and involves the EF loop, which acts as a lid closing the internal cavity of the protein below pH 7 and opening it above pH 7. NMR studies using wild-type BLG have encountered problems trying to explain the Tanford transition, however, they have provided important insight using a dimeric BLG mutant, revealing that the opening and closure of the EF loop consists of two types of motions in the microsecond and milliseconds timescales. This provides valuable information indicating that the dimeric state is a good model to study the Tanford transition, although the understanding of this structural change is still lacking at the atomic level. We performed microsecond molecular dynamics (MD) simulations starting from different conformations of BLG in the monomeric and dimeric state, with protonated and deprotonated E89, in order to explore the Tanford transition. Our results provide structural information for the transition from the closed to the open conformation in BLG and show it occurs in the dimeric state in the microsecond timescale, in line with the fast motion observed through NMR experiments. In addition, MD simulations coupled to MMGBSA approach indicated that the most populated conformer of BLG in the open state is able to bind ligands with similar affinity to that of BLG at neutral pH obtained through crystallographic experiments.Communicated by Ramaswamy H. Sarma.
- Published
- 2020
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33. Fucosterol from Sargassum horridum as an amyloid-beta (Aβ1-42) aggregation inhibitor: in vitro and in silico studies
- Author
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Elena Sthephanie Castro-Silva, Mauricio Muñoz-Ochoa, Martiniano Bello, Martha Cecilia Rosales-Hernández, Maricarmen Hernández-Rodríguez, Jesús Iván Murillo-Álvarez, Alan R. Estrada-Pérez, J.V. Méndez-Méndez, Daniel Miguel Ángel Villalobos-Acosta, and José Correa-Basurto
- Subjects
0303 health sciences ,biology ,Amyloid beta ,Chemistry ,In silico ,030303 biophysics ,General Medicine ,Pharmacology ,medicine.disease ,In vitro ,Sargassum horridum ,03 medical and health sciences ,Structural Biology ,Platelet inhibitor ,medicine ,biology.protein ,Treatment strategy ,Alzheimer's disease ,Molecular Biology ,Fucosterol - Abstract
The number of patients diagnosed with Alzheimer’s disease (AD) increases each year, and there are currently few treatment strategies to decrease the symptoms of AD; furthermore, these strategies ar...
- Published
- 2020
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34. Structural basis of Nrf2 activation by flavonolignans from silymarin
- Author
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Martiniano Bello Ramirez
- Subjects
Materials Chemistry ,Physical and Theoretical Chemistry ,Computer Graphics and Computer-Aided Design ,Spectroscopy - Abstract
Several properties of silymarin (SM) extract have been attributed to their three major flavonolignans (silybin, silychristin, and silydianin) and their 2,3-dehydro derivatives (2,3-dehydrosilybin, 2,3-dehydrosilychristin, and 2,3-dehydrosilydianin). Experimental findings have suggested that the antioxidative and protective activities of these compounds could be due to their ability to activate nuclear factor erythroid 2-related factor 2 (Nrf2). The mechanism by which SM compounds exert their effect has been suggested to be by disrupting the complex between Nrf2 and Kelch-like ECH-associated protein 1 (Keap1). However, information about the structural and energetic basis of the inhibitory mechanism of SM compounds on the Nrf2-Keap1 pathway is lacking. We evaluated the binding properties of SM compounds because experimental findings have pointed to them as potential activators of Nrf2. Our study combined docking and molecular dynamics (MD) simulations with the Poisson–Boltzmann and generalized Born and surface area (MMPBSA and MMGBSA) methods and quantum mechanics-molecular mechanics (QMMM) calculations to investigate Keap1–ligand interactions. Our results revealed that silybinA and 2,3-dehydrosilybin bind to Keap1, forming interactions with the same pockets as those observed for the cocrystallized Keap1-Cpd16 complex but with more favorable binding free energies. These findings indicate that both natural compounds are potential activators of Nrf2.
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- 2023
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35. Structural Insight of the Anticancer Properties of Doxazosin on Overexpressing EGFR/HER2 Cell Lines
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Martiniano Bello and Miguel Ángel Vargas Mejía
- Subjects
0303 health sciences ,Chemistry ,InformationSystems_INFORMATIONSTORAGEANDRETRIEVAL ,urologic and male genital diseases ,03 medical and health sciences ,0302 clinical medicine ,Cell culture ,030220 oncology & carcinogenesis ,Cancer research ,Doxazosin ,medicine ,skin and connective tissue diseases ,GeneralLiterature_REFERENCE(e.g.,dictionaries,encyclopedias,glossaries) ,030304 developmental biology ,medicine.drug - Abstract
The selective α1-adrenergic receptor antagonist doxazosin is used for the treatment of hypertension. More recently, an experimental report demonstrated that this compound exhibits antiproliferative activity in breast cancer cell lines with similar inhibitory activity to gefitinib, a selective inhibitor of EGFR in the active state (EGFRAC). This experimental study provided evidence that doxazosin can be employed as an anticancer compound, however, the structural basis for its inhibitory properties is poorly understood at the atomic level. To gain insight about this molecule, molecular dynamics (MD) simulation with the molecular mechanics generalized Born surface area (MMGBSA) approach was employed to explore the structural and energetic features that guide the inhibitory properties of doxazosin and gefitinib in overexpressing EGFR/HER2 cell lines. Our result suggest that doxazosin exerts its inhibitory properties in breast cancer cell lines by targeting EGFR/HER2 but mainly HER2 in the inactive state (HER2IN), whereas gefitinib by targeting mainly EGFRAC, in line with previous literature. Decomposition of the binding affinity into individual contributions of HER2IN-doxazosin and EGFRAC-gefitinib systems detected hot spot residues but also showed polar interactions of Met801/Met793 with the quinazoline ring of both compounds. Principal component (PC) analysis revealed that the molecular recognition of the HER2IN-doxazosin system was linked to conformational changes but EGFRAC-gefitinib was not.
- Published
- 2021
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36. In silico design of HDAC6 inhibitors with neuroprotective effects
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Yudibeth Sixto-Lopez, José Correa-Basurto, Martiniano Bello, José A. Gómez-Vidal, Martha Cecilia Rosales-Hernández, and Nuria de Pedro
- Subjects
Hydroxamic acid ,Stereochemistry ,In silico ,General Medicine ,Molecular Dynamics Simulation ,Histone Deacetylase 6 ,Hydroxamic Acids ,Neuroprotection ,In vitro ,Molecular Docking Simulation ,Histone Deacetylase Inhibitors ,chemistry.chemical_compound ,Neuroprotective Agents ,chemistry ,Structural Biology ,Docking (molecular) ,Enantiomer ,Molecular Biology ,Lead compound ,Mitochondrial transport - Abstract
HDAC6 has emerged as a molecular target to treat neurodegenerative disorders, due to its participation in protein aggregate degradation, oxidative stress process, mitochondrial transport, and axonal transport. Thus, in this work we have designed a set of 485 compounds with hydroxamic and bulky-hydrophobic moieties that may function as HDAC6 inhibitors with a neuroprotective effect. These compounds were filtered by their predicted ADMET properties and their affinity to HDAC6 demonstrated by molecular docking and molecular dynamics simulations. The combination of in silico with in vitro neuroprotective results allowed the identification of a lead compound (FH-27) which shows neuroprotective effect that could be due to HDAC6 inhibition. Further, FH-27 chemical moiety was used to design a second series of compounds improving the neuroprotective effect from 2- to 10-fold higher (YSL-99, YSL-109, YSL-112, YSL-116 and YSL-121; 1.25 ± 0.67, 1.82 ± 1.06, 7.52 ± 1.78, 5.59 and 5.62 ± 0.31 µM, respectively). In addition, the R enantiomer of FH-27 (YSL-106) was synthesized, showing a better neuroprotective effect (1.27 ± 0.60 µM). In conclusion, we accomplish the in silico design, synthesis, and biological evaluation of hydroxamic acid derivatives with neuroprotective effect as suggested by an in vitro model.Communicated by Ramaswamy H. Sarma.
- Published
- 2021
37. Desarrollo de nuevos fármacos por computadora
- Author
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Martiniano Bello
- Subjects
Industrial and Manufacturing Engineering - Abstract
En este artículo se aborda la utilidad de los métodos computacionales para la identificación y diseño de nuevos compuestos para el tratamiento de enfermedades. Asimismo, se describen los pasos cruciales para el empleo de estos métodos y se mencionan ejemplos de diferentes medicamentos de uso comercial, que han sido diseñados mediante dichas estrategias.
- Published
- 2021
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38. In silico search, chemical characterization and immunogenic evaluation of amino-terminated G4-PAMAM-HIV peptide complexes using three-dimensional models of the HIV-1 gp120 protein
- Author
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Jazmín García-Machorro, Manuel Jonathan Fragoso-Vázquez, João Rodrigues, Rolando Alberto Rodríguez-Fonseca, Nicolas Cayetano-Castro, María Ángeles Muñoz-Fernández, Saúl Rojas-Hernández, Raúl Borja-Urby, Jose L. Jimenez, Martiniano Bello, Mara Gutiérrez-Sánchez, José Correa-Basurto, and Octavio Rodríguez-Cortés
- Subjects
Models, Molecular ,Dendrimers ,In silico ,Peptide ,02 engineering and technology ,Peptide-dendrimer complex ,HIV Envelope Protein gp120 ,01 natural sciences ,Epitope ,Faculdade de Ciências Exatas e da Engenharia ,Mice ,Colloid and Surface Chemistry ,Intranasal administration ,0103 physical sciences ,Gp120 ,Animals ,Computer Simulation ,Physical and Theoretical Chemistry ,Binding site ,Peptide epitope ,chemistry.chemical_classification ,Mice, Inbred BALB C ,010304 chemical physics ,Immunogenicity ,Surfaces and Interfaces ,General Medicine ,021001 nanoscience & nanotechnology ,Nylons ,G4-PAMAM dendrimer ,Biochemistry ,chemistry ,Docking (molecular) ,HIV-1 ,Female ,Nasal administration ,Nanocarriers ,Peptides ,0210 nano-technology ,Biotechnology - Abstract
Peptide epitopes have been widely used to develop synthetic vaccines and immunotherapies. However, peptide epitopes may exhibit poor absorption or immunogenicity due to their low molecular weights. Conversely, fourth-generation polyamidoamine (G4-PAMAM) dendrimers are nonimmunogenic and relatively nontoxic synthetic nanoparticles that have been used as adjuvants and nanocarriers of small peptides and to improve nasal absorption. Based on this information, we hypothesized that the combination of intranasal immunization and G4-PAMAM dendrimers would be useful for enhancing the antibody responses of HIV-1 gp120 peptide epitopes. Therefore, we first used structural data, peptide epitope predictors and docking and MD simulations on MHC-II to identify two peptide epitopes on the CD4 binding site of HIV-1 gp120. The formation of G4-PAMAM-peptide complexes was evaluated in silico (molecular docking studies using different G4-PAMAM conformations retrieved from MD simulations as well as the MMGBSA approach) and validated experimentally (electrophoresis, 1H NMR and cryo-TEM). Next, the G4-PAMAM dendrimer-peptide complexes were administered intranasally to groups of female BALB/cJ mice. The results showed that both peptides were immunogenic at the systemic and mucosal levels (nasal and vaginal), and G4-PAMAM dendrimer-peptide complexes improved IgG and IgA responses in serum and nasal washes. Thus, G4-PAMAM dendrimers have potential for use as adjuvants and nanocarriers of peptides.
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- 2019
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39. Interactions of a boron-containing levodopa derivative on D
- Author
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Antonio, Abad-García, A Lilia, Ocampo-Néstor, Bhaskar C, Das, Eunice D, Farfán-García, Martiniano, Bello, José G, Trujillo-Ferrara, and Marvin A, Soriano-Ursúa
- Subjects
Levodopa ,Mice ,Animals ,Parkinson Disease ,Boron - Abstract
Levodopa is a cornerstone in Parkinson's disease treatment. Beneficial effects are mainly by binding on D
- Published
- 2021
40. Structural insights into SARS-CoV-2 spike protein and its natural mutants found in Mexican population
- Author
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Martiniano Bello, Bruno Landeros-Rivera, Yudibeth Sixto-López, José Antonio Garzón-Tiznado, José Correa-Basurto, Sarita Montaño, Instituto Politecnico Nacional [Mexico] (IPN), Laboratoire de chimie théorique (LCT), Institut de Chimie du CNRS (INC)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), and Autonomous University of Sinaloa (UAS)
- Subjects
0301 basic medicine ,Protein Conformation ,Science ,Sequence alignment ,Plasma protein binding ,Biology ,Molecular Dynamics Simulation ,medicine.disease_cause ,Ligands ,01 natural sciences ,Article ,03 medical and health sciences ,Protein structure ,0103 physical sciences ,medicine ,Humans ,Point Mutation ,Amino Acid Sequence ,Binding site ,Peptide sequence ,Mexico ,Coronavirus ,Genetics ,Multidisciplinary ,010304 chemical physics ,[SDV.BBM.BS]Life Sciences [q-bio]/Biochemistry, Molecular Biology/Structural Biology [q-bio.BM] ,Drug discovery ,SARS-CoV-2 ,Point mutation ,Wild type ,virus diseases ,COVID-19 ,3. Good health ,Computational biology and bioinformatics ,Molecular Docking Simulation ,030104 developmental biology ,[SDV.MP.VIR]Life Sciences [q-bio]/Microbiology and Parasitology/Virology ,Spike Glycoprotein, Coronavirus ,Medicine ,Sequence Alignment - Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a newly emerged coronavirus responsible for coronavirus disease 2019 (COVID-19); it become a pandemic since March 2020. To date, there have been described three lineages of SARS-CoV-2 circulating worldwide, two of them are found among Mexican population, within these, we observed three mutations of spike (S) protein located at amino acids H49Y, D614G, and T573I. To understand if these mutations could affect the structural behavior of S protein of SARS-CoV-2, as well as the binding with S protein inhibitors (cepharanthine, nelfinavir, and hydroxychloroquine), molecular dynamic simulations and molecular docking were employed. It was found that these punctual mutations affect considerably the structural behavior of the S protein compared to wild type, which also affect the binding of its inhibitors into their respective binding site. Thus, further experimental studies are needed to explore if these affectations have an impact on drug-S protein binding and its possible clinical effect.
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- 2021
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41. KRas4BG12C/D/PDE6δ Heterodimeric Molecular Complex: A Target Molecular Multicomplex for the Identification and Evaluation of Nontoxic Pharmacological Compounds for the Treatment of Pancreatic Cancer
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Pedro Cruz-Nova, Rosaura Hernández-Rivas, Martiniano Bello Ramirez, Paola Briseño-Díaz, Ma del Rocio Thompson Bonilla, José Correa-Basurto, Miguel Ángel Vargas Mejía, and Dora Emma Velez-Uriza
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Pancreatic cancer ,InformationSystems_INFORMATIONSTORAGEANDRETRIEVAL ,Cancer research ,medicine ,Identification (biology) ,Biology ,medicine.disease ,GeneralLiterature_REFERENCE(e.g.,dictionaries,encyclopedias,glossaries) - Abstract
The search for new targeted therapies to improve the quality of life of patients with pancreatic cancer has taken about 30 years. Compounds that can inhibit the K-Ras4B oncoprotein signaling pathway have been sought. Taking into account that the interaction of KRas4B with PDE6δ is essential for its transport and subsequent activation in the plasma membrane, our working group identified and evaluated in vitro and in vivo small organic molecules that could act as molecular staples to stabilize the KRas4B/PDE6δ heterodimeric complex. From this group of molecules, 38 compounds with high interaction energies on the structure of the crystallized molecular complex were selected, indicating that they efficiently stabilized the molecular complex. In vitro evaluation of compounds called D14, C22, and C19 showed significant specific effects on the cell viability of pancreatic cancer cells (and not on normal cells), thus inducing death by apoptosis and significantly inhibiting the activation of the pathways, signaling AKT and ERK. In addition to these experimental findings, we were also able to detect that compounds D14 and C22 showed significant tumor growth inhibitory activity in pancreatic cancer cell-induced subcutaneous xenograft models.
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- 2020
42. Structural insights into spike protein and its natural variants of SARS-CoV-2 found on Mexican population
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José Correa-Basurto, Martiniano Bello, José Antonio Garzón-Tiznado, Sarita Montaño, and Yudibeth Sixto-López
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Genetics ,Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) ,Spike Protein ,Biology ,Mexican population - Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a newly emerged coronavirus responsible for COVID-19; it becomes a pandemic since March 2020. To date, there are described three lineages of SARS-CoV-2 circulating worldwide, in Mexican population are found two of them, within this, we observed three variants of Spike (S) protein located at H49Y, D614G, and T573I. In order to understand if these mutations could affect the structural behavior of S protein of SARS-CoV-2, as well as the binding with three experimental describe inhibitors (Cepharanthine, Nelfinavir, and Hydroxychloroquine), molecular dynamic simulation and molecular docking were employed. It was found that in spite, these punctual mutations affect considerably the structural behavior of the S Protein, which also affect the binding of the inhibitors into their respective binding site. Thus, further experimental studies need to be done in order to explore if these affectations have an impact on drug-S protein binding and the possible clinical effect.
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- 2020
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43. Identification of saquinavir as a potent inhibitor of dimeric SARS-CoV2 main protease through MM/GBSA
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Irving Balbuena-Rebolledo, Martiniano Bello, and Alberto Martínez-Muñoz
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medicine.medical_treatment ,Pneumonia, Viral ,Pharmacology ,Molecular Dynamics Simulation ,Viral Nonstructural Proteins ,010402 general chemistry ,01 natural sciences ,Antiviral Agents ,Catalysis ,Docking ,Inorganic Chemistry ,Betacoronavirus ,Indinavir ,0103 physical sciences ,medicine ,Humans ,Protease Inhibitors ,Physical and Theoretical Chemistry ,Pandemics ,Darunavir ,Coronavirus 3C Proteases ,Saquinavir ,Original Paper ,MD simulations ,Protease ,010304 chemical physics ,Chemistry ,SARS-CoV-2 ,Organic Chemistry ,Drug Repositioning ,COVID-19 ,Raltegravir ,0104 chemical sciences ,Computer Science Applications ,Molecular Docking Simulation ,Drug repositioning ,Cysteine Endopeptidases ,Computational Theory and Mathematics ,Docking (molecular) ,SARS-CoV2 ,Protein Multimerization ,Coronavirus Infections ,Tipranavir ,medicine.drug - Abstract
Among targets selected for studies aimed to identify potential inhibitors against COVID-19, SARS-CoV2 main proteinase (Mpro) is highlighted. Mpro is indispensable for virus replication, and is a promising target of potential inhibitors of COVID-19. Recently, monomeric SARS-CoV2 Mpro, drug repurposing and docking methods have facilitated the identification of several potential inhibitors. Results were refined through the assessment of dimeric SARS-CoV2 Mpro, which represents the functional state of enzyme. Docking and molecular dynamics (MD) simulations combined with molecular mechanics/generalized Born surface area (MM/GBSA) studies indicated that dimeric Mpro most significantly impacts binding affinity tendency compared with the monomeric state, which suggesting that dimeric state is most useful when performing studies aimed to identify drugs targeting Mpro. In this study, we extend previous research by performing docking and MD simulation studies coupled with an MM/GBSA approach to assess binding of dimeric SARS-CoV2 Mpro to 12 FDA-approved drugs (darunavir, indinavir, saquinavir, tipranavir, diosmin, hesperidin, rutin, raltegravir, velpatasvir, ledipasvir, rosuvastatin and bortezomib), which were identified as the best candidates for treatment of COVID-19 in some previous dockings studies involving monomeric SARS-CoV2 Mpro. This analysis identified saquinavir as a potent inhibitor of dimeric SARS-CoV2 Mpro, therefore, the compound may have clinical utility against COVID-19.
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- 2020
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44. Selection of a GPER1 Ligand via Ligand-based Virtual Screening Coupled to Molecular Dynamics Simulations and Its Anti-proliferative Effects on Breast Cancer Cells
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Irene Mendoza-Lujambio, Berenice Prestegui-Martel, Manuel Jonathan Fragoso-Vázquez, José Correa-Basurto, Alma Chavez-Blanco, Marlet Martínez-Archundia, Martiniano Bello, José Rubén García-Sánchez, Alberto Martínez-Muñoz, José G. Trujillo-Ferrara, David Méndez-Luna, and Alfonso Dueñas-González
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0301 basic medicine ,Cancer Research ,Cell signaling ,In silico ,Drug Evaluation, Preclinical ,Estrogen receptor ,Antineoplastic Agents ,Breast Neoplasms ,Molecular Dynamics Simulation ,Ligands ,Receptors, G-Protein-Coupled ,Structure-Activity Relationship ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Tumor Cells, Cultured ,Humans ,Benzodioxoles ,Cell Proliferation ,Pharmacology ,Phenol red ,Dose-Response Relationship, Drug ,Molecular Structure ,Chemistry ,Cell growth ,In vitro ,030104 developmental biology ,MCF-7 ,Biochemistry ,Cell culture ,030220 oncology & carcinogenesis ,Quinolines ,Thermodynamics ,Molecular Medicine ,Female ,Drug Screening Assays, Antitumor - Abstract
Background: Recent reports have demonstrated the role of the G Protein-Coupled Estrogen Receptor 1 (GPER1) on the proliferation of breast cancer. The coupling of GPER1 to estrogen triggers cellular signaling pathways related to cell proliferation. Objective: Develop new therapeutic strategies against breast cancer. Method: We performed in silico studies to explore the binding mechanism of a set of G15 /G1 analogue compounds. We included a carboxyl group instead of the acetyl group from G1 to form amides with several moieties to increase affinity on GPER1. The designed ligands were submitted to ligand-based and structure-based virtual screening to get insights into the binding mechanism of the best designed compound and phenol red on GPER1. Results: According to the in silico studies, the best molecule was named G1-PABA ((3aS,4R,9bR)-4-(6- bromobenzo[d][1,3]dioxol-5-yl)-3a,4,5,9b-tetrahydro-3H-cyclopenta[c]quinoline-8-carboxylic acid). It was synthesized and assayed in vitro in breast cancer (MCF-7 and MDA-MB-231) and normal (MCF-10A) cell lines. Experimental studies showed that the target compound was able to decrease cell proliferation, IC50 values of 15.93 µM, 52.92 µM and 32.45 µM in the MCF-7, MDA-MB-231 and MCF-10A cell lines, respectively, after 72 h of treatment. The compound showed better IC50 values without phenol red, suggesting that phenol red interfere with the G1-PABA action at GPER1, as observed through in silico studies, which is present in MCF-7 cells according to PCR studies and explains the cell proliferation effects. Conclusion: Concentration-dependent inhibition of cell proliferation occurred with G1-PABA in the assayed cell lines and could be due to its action on GPER1.
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- 2019
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45. Structural insight into the binding mechanism of ATP to EGFR and L858R, and T790M and L858R/T790 mutants
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Martiniano Bello, Lucia Saldaña-Rivera, and David Méndez-Luna
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030303 biophysics ,Mutant ,Molecular Dynamics Simulation ,Ligands ,medicine.disease_cause ,03 medical and health sciences ,T790M ,Adenosine Triphosphate ,Gefitinib ,Structural Biology ,medicine ,Epidermal growth factor receptor ,Molecular Biology ,Principal Component Analysis ,0303 health sciences ,Mutation ,biology ,Chemistry ,Cooperative binding ,General Medicine ,respiratory tract diseases ,ErbB Receptors ,Biophysics ,biology.protein ,Thermodynamics ,Mutant Proteins ,Erlotinib ,Protein Multimerization ,Crystallization ,Tyrosine kinase ,Protein Binding ,medicine.drug - Abstract
The L858R mutation in EGFR is particularly responsive to small tyrosine kinase inhibitors (TKIs) such as gefitinib and erlotinib. This efficacy decreases due to drug resistance conferred by a second mutation, T790M, which subsequently produces a double mutant, L858R/T790M. Although this resistance was initially attributed to steric blocking by the T790M mutation, experimental studies have demonstrated that differences in the binding affinities of TKIs to T790M and L858R/T790M mutants are more a result of the increased sensitivity of these mutants to ATP than to a decrease in the affinity to TKIs. Regrettably, detailed information at the atomic level on the origins of the increased binding affinity of mutants for ATP is lacking. In this study, we have combined structural data and molecular dynamics simulations with the MMGBSA approach to determine how the L858R, T790M and L858R/T790 mutations impact the binding mechanism of ATP with respect to wild-type EGFR. Structural and energetic analyses provided novel information that helps to explain the increased affinity of ATP to T790M and L858R/T790 mutants with respect to L858R and wild-type systems. In addition, it was observed that dimerization of the wild-type and mutant systems exerts dissimilar effects on the ATP binding affinity characteristic of negative cooperativity. Communicated by Ramaswamy H. Sarma.
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- 2019
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46. Prediction of potential inhibitors of the dimeric SARS-CoV2 main proteinase through the MM/GBSA approach
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Martiniano Bello Ramirez
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medicine.drug_class ,Protein Conformation ,viruses ,medicine.medical_treatment ,030303 biophysics ,Computational biology ,Proteinase ,Molecular Dynamics Simulation ,Viral Nonstructural Proteins ,01 natural sciences ,Molecular Docking Simulation ,Antiviral Agents ,Article ,Lopinavir ,Docking ,03 medical and health sciences ,Protein structure ,Materials Chemistry ,medicine ,Protease Inhibitors ,Physical and Theoretical Chemistry ,skin and connective tissue diseases ,Spectroscopy ,Coronavirus 3C Proteases ,MD simulations ,0303 health sciences ,Principal Component Analysis ,Protease ,Ritonavir ,010405 organic chemistry ,Chemistry ,Drug discovery ,fungi ,virus diseases ,SARS-CoV ,Computer Graphics and Computer-Aided Design ,0104 chemical sciences ,body regions ,Cysteine Endopeptidases ,Docking (molecular) ,SARS-CoV2 ,Antiviral drug ,Protein Multimerization ,medicine.drug - Abstract
Since the emergence of SARS-CoV2, to date, no effective antiviral drug has been approved to treat the disease, and no vaccine against SARS-CoV2 is available. Under this scenario, the combination of two HIV-1 protease inhibitors, lopinavir and ritonavir, has attracted attention since they have been previously employed against the SARS-CoV main proteinase (Mpro) and exhibited some signs of effectiveness. Recently, the 3D structure of SARS-CoV2 Mpro was constructed based on the monomeric SARS-CoV Mpro and employed to identify potential approved small inhibitors against SARS-CoV2 Mpro, allowing the selection of 15 drugs among 1903 approved drugs to be employed. In this study, we performed docking of these 15 approved drugs against the recently solved X-ray crystallography structure of SARS-CoV2 Mpro in the monomeric and dimeric states; the latter is the functional state that was determined in a biological context, and these were submitted to molecular dynamics (MD) simulations coupled with the molecular mechanics generalized Born surface area (MM/GBSA) approach to obtain insight into the inhibitory activity of these compounds. Similar studies were performed with lopinavir and ritonavir coupled to monomeric and dimeric SARS-CoV Mpro and SARS-CoV2 Mpro to compare the inhibitory differences. Our study provides the structural and energetic basis of the inhibitory properties of lopinavir and ritonavir on SARS-CoV Mpro and SARS-CoV2 Mpro, allowing us to identify two FDA-approved drugs that can be used against SARS-CoV2 Mpro. This study also demonstrated that drug discovery requires the dimeric state to obtain good results., Graphical abstract Image 1, Highlights • Theoretical methods provide information of the inhibitory properties of lopinavir and ritonavir on SARS-CoV and SARS-CoV2 Mpro. • Binding free energy values suggest that two FDA-approved drugs that paraziquantel and perampanel can be used against COVID-19. • Our research demonstrated that drug discovery on SARS-CoV2 Mpro requires the dimeric state to obtain good results.
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- 2020
47. Fucosterol from
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Elena Sthephanie, Castro-Silva, Martiniano, Bello, Martha Cecilia, Rosales-Hernández, José, Correa-Basurto, Maricarmen, Hernández-Rodríguez, Daniel, Villalobos-Acosta, Juan Vicente, Méndez-Méndez, Alan, Estrada-Pérez, Jesus, Murillo-Álvarez, and Mauricio, Muñoz-Ochoa
- Subjects
Amyloid beta-Peptides ,Alzheimer Disease ,Sargassum ,Stigmasterol ,Humans ,Peptide Fragments - Abstract
The number of patients diagnosed with Alzheimer's disease (AD) increases each year, and there are currently few treatment strategies to decrease the symptoms of AD; furthermore, these strategies are not sufficient to reduce memory loss in AD patients. In this work
- Published
- 2020
48. In vitro and in silico evaluation of fucosterol from Sargassum horridum as potential human acetylcholinesterase inhibitor
- Author
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Mauricio Muñoz-Ochoa, Martha Cecilia Rosales-Hernández, Martiniano Bello, E. S. Castro-Silva, Maricarmen Hernández-Rodríguez, José Correa-Basurto, and Jesús Iván Murillo-Álvarez
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chemistry.chemical_classification ,0303 health sciences ,Chemistry ,Aché ,Stereochemistry ,medicine.drug_class ,030303 biophysics ,General Medicine ,Acetylcholinesterase ,language.human_language ,Neostigmine ,03 medical and health sciences ,chemistry.chemical_compound ,Enzyme ,Acetylcholinesterase inhibitor ,Structural Biology ,Docking (molecular) ,language ,medicine ,Binding site ,Molecular Biology ,Fucosterol ,medicine.drug - Abstract
The fucosterol has been reported numerous biological activities. In this study, the activity in vitro of the fucosterol from Sargassum horridum as potential human acetylcholinesterase inhibitor was evaluated. The structural identification was obtained by nuclear magnetic resonance (NMR) spectroscopy and based on experimental data, we combined docking and molecular dynamics simulations coupled to the molecular-mechanics-generalized-born-surface-area approach to evaluating the structural and energetic basis for the molecular recognition of fucosterol and neostigmine at the binding site of acetylcholinesterase (AChE). In addition, the Lineweaver-Burk plot showed the nature of a non-competitive inhibition. The maximum velocity (Vmax) and the constant of Michaelis-Menten (Km) estimated for fucosterol (0.006 µM) were 0.015 1/Vo (ΔA/h and 6.399 1/[ACh] mM-1, respectively. While, for neostigmine (0.14 µM), the Vmax was 0.022 1/Vo (ΔA/h) and Km of 6.726 1/[ACh] mM-1, these results showed a more effective inhibition by fucosterol respect to neostigmine. Structural analysis revealed that neostigmine reaches the AChE binding site reported elsewhere, whereas fucosterol can act as a no-competitive and competitive acetylcholinesterase inhibitor, in agree with kinetic enzymatic experiments. Binding free energy calculations revealed that fucosterol reaches the acetylcholinesterase binding site with higher affinity than neostigmine, which is according to experimental results. Whereas the per-residue decomposition free energy analysis let us identify crucial residues involved in the molecular recognition of ligands by AChE. Results corroborate the ability of theoretical methods to provide crucial information at the atomic level about energetic and structural differences in the binding interaction and affinity from fucosterol with AChE. Communicated by Ramaswamy H. Sarma.
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- 2018
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49. Advances in Theoretical Studies on the Design of Single Boron Atom Compounds
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Martiniano Bello
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Boron Compounds ,0301 basic medicine ,Pharmacology ,Trigonal planar molecular geometry ,Materials science ,Drug discovery ,In silico ,chemistry.chemical_element ,Nanotechnology ,Molecular Dynamics Simulation ,Force field (chemistry) ,03 medical and health sciences ,030104 developmental biology ,Molecular recognition ,chemistry ,Drug Discovery ,Atom ,Molecule ,Boron ,Software - Abstract
Background: Single Boron Atom Compounds (SBACs) have been used for drug discovery in diseaseassociated proteins due to the empty p-orbital in the atomic structure of boron, which allows it to experience diverse binding modes during molecular recognition with a range of proteins. Objective: During the molecular recognition process with a protein target, SBACs can assume an anionic tetragonal arrangement or a neutral trigonal planar structure to produce four possible reversible covalent or non-covalent binding modes with a protein. However, the development of new SBACs has been hampered by the fact that most of the force fields present in many of the software packages used in drug design lack the various types of boron atom parameters. Methods: We review in silico studies in which a series of theory-based computational strategies have been used to overcome the lack of boron parameters in most of the force fields used in drug design. Results: The modeling studies discussed in this review have provided substantial insight into the molecular recognition of SBACs targeting different receptors, including the elucidation of some of the key interactions, which serve as a guide for the development of selective SBACs. Conclusion: Although the strategies employed in many of the studies presented here should serve in the development of selective SBACs, it is clear that the development of the precise force field parameters, which include not only the individual atom types but also the entire molecule, is still lacking, yet it is a necessary requirement for the design of new SBACS as well as for gaining insight into their molecular recognition.
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- 2018
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50. Cell-based assays and molecular dynamics analysis of a boron-containing agonist with different profiles of binding to human and guinea pig beta2 adrenoceptors
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Iván Santillán-Torres, Ruth Guerrero-Ramírez, Marvin A. Soriano-Ursúa, José Correa-Basurto, Martiniano Bello, José-Antonio Arias-Montaño, Christian F. Hernández-Martínez, and José G. Trujillo-Ferrara
- Subjects
Boron Compounds ,0301 basic medicine ,Agonist ,030103 biophysics ,Molecular model ,Protein Conformation ,medicine.drug_class ,In silico ,Guinea Pigs ,Biophysics ,CHO Cells ,Molecular Dynamics Simulation ,Guinea pig ,03 medical and health sciences ,Cricetulus ,medicine ,Animals ,Humans ,Receptor ,Adrenergic beta-2 Receptor Agonists ,G protein-coupled receptor ,Chemistry ,General Medicine ,In vitro ,Molecular Docking Simulation ,Transmembrane domain ,030104 developmental biology ,Thermodynamics ,Receptors, Adrenergic, beta-2 ,Protein Binding - Abstract
The design of beta2 adrenoceptor (β2AR) agonists is attractive because of their wide-ranging applications in medicine, and the details of agonist interactions with β2AR are interesting because it is considered a prototype for G-protein coupled receptors. Preclinical studies for agonist development have involved biological assays with guinea pigs due to a similar physiology to humans. Boron-containing Albuterol derivatives (BCADs) designed as bronchodilators have improved potency and efficacy compared with their boron-free precursor on guinea pig β2ARs (gpβ2ARs), and two of the BCADs (BR-AEA and boronterol) conserve these features on cells expressing human β2ARs (hβ2ARs). The aim of this study was to test the BCAD Politerol on gpβ2ARs and hβ2ARs in vitro and in silico. Politerol displayed higher potency and efficacy on gpβ2AR than on hβ2AR in experimental assays, possible explanations are provided based on molecular modeling, and molecular dynamics simulations of about 0.25 µs were performed for the free and bound states adding up to 2 µs in total. There were slight differences, particularly in the role of the boron atom, in the interactions of Politerol with gpβ2ARs and hβ2ARs, affecting movements of transmembrane domains 5–7, known to be pivotal in receptor activation. These findings could be instrumental in the design of compounds selective for hβ2ARs.
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- 2018
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