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Castañeda-Leautaud AC, Vidal-Limon A, Aguila SA. Molecular dynamics and free energy calculations of clozapine bound to D2 and H1 receptors reveal a cardiometabolic mitigated derivative. J Biomol Struct Dyn 2023; 41:9313-9325. [PMID: 36416566 DOI: 10.1080/07391102.2022.2148748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 11/12/2022] [Indexed: 11/24/2022]
Abstract
Most atypical antipsychotics derive from a high dropout of drug treatments due to adverse cardiometabolic side effects. These side effects are caused, in part, by the H1 receptor blockade. The current work sought a clozapine derivative with a reduced affinity for the H1 receptor while maintaining its therapeutic effect linked to D2 receptor binding. Explicit molecular dynamics simulations and end-point free energy calculations of clozapine in complex with the D2 and H1 receptors embedded in cholesterol-rich lipid bilayers were performed to analyze the intermolecular interactions and address the relevance of clozapine-functional groups. Based on that, free energy perturbation calculations were performed to measure the change in free energy of clozapine structural modifications. Our results indicate the best clozapine derivative is the iodine atom substitution for chlorine. The latter is mainly due to electrostatic interaction loss for the H1 receptor, while the halogen orientation out of the D2 active site reduces the impact on the affinity.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Alma C Castañeda-Leautaud
- Centro de Nanociencias y Nanotecnología, Universidad Nacional Autónoma de México, Ensenada, Baja California, Mexico
- Nanosciences, Center for Scientific Research and Higher Education of Ensenada, Ensenada, B.C., Mexico
| | - Abraham Vidal-Limon
- Instituto de Ecología A.C. (INECOL). Red de Estudios Moleculares Avanzados, Xalapa, Veracruz, México
| | - Sergio A Aguila
- Centro de Nanociencias y Nanotecnología, Universidad Nacional Autónoma de México, Ensenada, Baja California, Mexico
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2
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Aguilar-Toalá JE, Vidal-Limon A, Liceaga AM, Zambrano-Zaragoza ML, Quintanar-Guerrero D. Application of Molecular Dynamics Simulations to Determine Interactions between Canary Seed ( Phalaris canariensis L.) Bioactive Peptides and Skin-Aging Enzymes. Int J Mol Sci 2023; 24:13420. [PMID: 37686226 PMCID: PMC10487734 DOI: 10.3390/ijms241713420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 08/22/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
Food bioactive peptides are well recognized for their health benefits such as antimicrobial, antioxidant, and antihypertensive benefits, among others. Their drug-like behavior has led to their potential use in targeting skin-related aging factors like the inhibition of enzymes related with the skin-aging process. In this study, canary seed peptides (CSP) after simulated gastrointestinal digestion (<3 kDa) were fractioned by RP-HPLC and their enzyme-inhibition activity towards elastase and tyrosinase was evaluated in vitro. CSP inhibited elastase (IC50 = 6.2 mg/mL) and tyrosinase (IC50 = 6.1 mg/mL), while the hydrophobic fraction-VI (0.2 mg/mL) showed the highest inhibition towards elastase (93%) and tyrosinase (67%). The peptide fraction with the highest inhibition was further characterized by a multilevel in silico workflow, including physicochemical descriptor calculations, antioxidant activity predictions, and molecular dynamics-ensemble docking towards elastase and tyrosinase. To gain insights into the skin permeation process during molecular dynamics simulations, based on their docking scores, five peptides (GGWH, VPPH, EGLEPNHRVE, FLPH, and RPVNKYTPPQ) were identified to have favorable intermolecular interactions, such as hydrogen bonding of polar residues (W, H, and K) to lipid polar groups and 2-3 Å van der Waals close contact of hydrophobic aliphatic residues (P, V, and L). These interactions can play a critical role for the passive insertion of peptides into stratum corneum model skin-membranes, suggesting a promising application of CSP for skin-aging treatments.
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Affiliation(s)
- José E. Aguilar-Toalá
- Departamento de Ciencias de la Alimentación, División de Ciencias Biológicas y de la Salud, Universidad Autónoma Metropolitana, Unidad Lerma. Av. de las Garzas 10. Col. El Panteón, Lerma de Villada 52005, Estado de México, Mexico;
| | - Abraham Vidal-Limon
- Red de Estudios Moleculares Avanzados, Instituto de Ecología A.C. (INECOL), Carretera Antigua a Coatepec 351, Xalapa 91073, Veracruz, Mexico
| | - Andrea M. Liceaga
- Protein Chemistry and Bioactive Peptides Laboratory, Purdue University, 745 Agriculture Mall, West Lafayette, IN 47907, USA
| | - Maria L. Zambrano-Zaragoza
- Laboratorio de Procesos de Transformación y Tecnologías Emergentes de Alimentos-UIM, FES-Cuautitlán, Universidad Nacional Autónoma de México, Cuautitlán Izcalli 54714, Estado de México, Mexico;
| | - David Quintanar-Guerrero
- Laboratorio de Posgrado en Tecnología Farmacéutica, FES-Cuautitlán, Universidad Nacional Autónoma de México, Av. 1o de Mayo s/n, Cuautitlán Izcalli 54714, Estado de México, Mexico;
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Wong-Romero JI, Vidal-Limon A, Aguila SA. Laccase catalytic activity shielded by SiO 2 nanostructured materials: an in vitro and in silico approach. J Biomol Struct Dyn 2023:1-7. [PMID: 37325844 DOI: 10.1080/07391102.2023.2223693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 06/05/2023] [Indexed: 06/17/2023]
Abstract
This study investigates the enhancement of enzymatic catalytic performance by immobilizing laccase on various nanostructured mesoporous silica materials (SBA-15, MCF, and MSU-F). The activity of immobilized laccase was evaluated under different hydrothermal, pH, and solvent conditions, with laccase@MSU-F showing a three-fold increase in stability. Laccase immobilized on these materials demonstrated stability in a pH range of 4.5 to 10.0, while free laccase was inactivated at pH higher than 7. Molecular dynamics simulations revealed that electrostatic interactions and protective confinement effects contribute to the improved stability of immobilized laccase. Overall, the findings suggest that nanomaterials can enhance the operational stability and recovery of enzymes.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Javier Ivan Wong-Romero
- Centro de Nanociencias y Nanotecnología, Universidad Nacional Autónoma de México, Ensenada, Baja California
- Center for Scientific Research and Higher Education of Ensenada, Ensenada, Baja California
| | - Abraham Vidal-Limon
- Instituto de Ecología A.C. (INECOL). Red de Estudios Moleculares Avanzados, Veracruz, México
| | - Sergio A Aguila
- Centro de Nanociencias y Nanotecnología, Universidad Nacional Autónoma de México, Ensenada, Baja California
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Rodríguez-Hernández A, Bonilla-Landa I, Vidal-Limon A, Ibarra-Juárez A, Barrera-Méndez F, Medrano FJE, Díaz de León RE, Olivares-Romero JL. Synthesis, insecticidal activity, and ensembled docking of nitroguanidines bearing S- and R-proline. Pest Manag Sci 2023; 79:1912-1921. [PMID: 36656155 DOI: 10.1002/ps.7368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 12/19/2022] [Accepted: 01/19/2023] [Indexed: 06/17/2023]
Abstract
BACKGROUND The amino acids R- and S-proline were used to synthesize novel neonicotinoid derivatives that, after being characterized by 1 H, DEPTQ 135, and HRMS-QTOF, were evaluated for use as insecticides against Galleria mellonella (caterpillar), Sitophilus zeamais, Xylosandrus morigerus, Xyleborus affinis, and Xyleborus ferrugineus. RESULTS Comparisons of biological activity and absolute configuration showed that the R enantiomer had excellent and outstanding insecticidal activity against the insects tested, with up to 100% mortality after 12 h compared with dinotefuran at the same concentration. CONCLUSIONS The results suggest that compound R6 is an excellent lead enantiopure insecticide for future development in the field of crop protection. Furthermore, intermolecular interactions between nicotinic acetylcholine receptors and the R enantiomer displays a lower score which mean a higher affinity to the nAChR receptor and the π-π interactions are more stable than the S derivative. © 2023 Society of Chemical Industry.
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Affiliation(s)
- Alfredo Rodríguez-Hernández
- Instituto de Ecología, A.C, Red de Estudios Moleculares Avanzados, Clúster Científico y Tecnológico BioMimic, Veracruz, Mexico
| | - Israel Bonilla-Landa
- Instituto de Ecología, A.C, Red de Estudios Moleculares Avanzados, Clúster Científico y Tecnológico BioMimic, Veracruz, Mexico
| | - Abraham Vidal-Limon
- Instituto de Ecología, A.C, Red de Estudios Moleculares Avanzados, Clúster Científico y Tecnológico BioMimic, Veracruz, Mexico
| | - Arturo Ibarra-Juárez
- Instituto de Ecología, A.C, Red de Estudios Moleculares Avanzados, Clúster Científico y Tecnológico BioMimic, Veracruz, Mexico
| | - Felipe Barrera-Méndez
- Instituto de Ecología, A.C, Red de Estudios Moleculares Avanzados, Clúster Científico y Tecnológico BioMimic, Veracruz, Mexico
- Cátedra CONACyT en el Instituto de Ecología, A. C, Veracruz, Mexico
| | | | | | - José Luis Olivares-Romero
- Instituto de Ecología, A.C, Red de Estudios Moleculares Avanzados, Clúster Científico y Tecnológico BioMimic, Veracruz, Mexico
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Huerta-Miranda GA, García-García WI, Vidal-Limon A, Miranda-Hernández M. Use of simplified models for theoretical prediction of the interactions between available antibodies and the receptor-binding domain of SARS-CoV-2 spike protein. J Biomol Struct Dyn 2023; 41:1018-1027. [PMID: 34935602 DOI: 10.1080/07391102.2021.2019123] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
The negative impact of infectious diseases like COVID-19 on public health and the global economy is evident. This pandemic represents a significant challenge for the scientific community to develop new practical analytical methods for accurately diagnosing emerging cases. Due to their selectivity and sensitivity, new methodologies based on antigen/antibody interactions to detect COVID-19 biomarkers are necessary. In this context, the theoretical, computational modeling reduces experimental efforts and saves resources for rational biosensor design. This study proposes using molecular dynamics to predict the interactions between the Receptor Binding Domain (RBD) of the SARS-CoV-2 spike protein simplified model and a set of highly characterized antibodies. The binding free energy of the antigen/antibody complexes was calculated for the simplified models and compared against the complete SARS-CoV-2 ectodomain to validate the methodology. The structural data derived from our molecular dynamics and end-point free energy calculations showed a positive correlation between both approximations, with a 0.82 Pearson correlation coefficient; t = 3.661, df = 3, p-value = 0.03522, with a 95% confident interval. Furthermore, we identified the interfacial residues that could generate covalent bonds with a specific chemical surface without perturbing the binding dynamics to develop highly sensitive and specific diagnostic devices. Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- G A Huerta-Miranda
- Instituto de Energías Renovables, Universidad Nacional Autónoma de México, Temixco, Morelos, México
| | - W I García-García
- Instituto de Energías Renovables, Universidad Nacional Autónoma de México, Temixco, Morelos, México
| | - A Vidal-Limon
- Instituto de Energías Renovables, Universidad Nacional Autónoma de México, Temixco, Morelos, México
| | - M Miranda-Hernández
- Instituto de Energías Renovables, Universidad Nacional Autónoma de México, Temixco, Morelos, México
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Aguilar-Toalá JE, Vidal-Limon A, Liceaga AM. Nutricosmetics: A new frontier in bioactive peptides' research toward skin aging. Adv Food Nutr Res 2022; 104:205-228. [PMID: 37236732 DOI: 10.1016/bs.afnr.2022.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Food derived bioactive peptides are small protein fragments (2-20 amino acids long) that can exhibit health benefits, beyond basic nutrition. For example, food bioactive peptides can act as physiological modulators with hormone or drug-like activities including anti-inflammatory, antimicrobial, antioxidant, and the ability to inhibit enzymes related to chronic disease metabolism. Recently, bioactive peptides have been studied for their potential role as nutricosmetics. For example, bioactive peptides can impart skin-aging protection toward extrinsic (i.e., environmental and sun UV-ray damage) and intrinsic (i.e., natural cell or chronological aging) factors. Specifically, bioactive peptides have demonstrated antioxidant and antimicrobial activates toward reactive oxygen species (ROS) and pathogenic bacteria associated with skin diseases, respectively. The anti-inflammatory properties of bioactive peptides using in vivo models has also been reported, where peptides have shown to decreased the expression of IL-6, TNF-α, IL-1β, interferon-γ (INF-γ), and interleukin-17 (IL-17) in mice models. This chapter will discuss the main factors that trigger skin-aging processes, as well as provide examples of in vitro, in vivo, and in silico applications of bioactive peptides in relation to nutricosmetic applications.
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Affiliation(s)
- J E Aguilar-Toalá
- Departamento de Ciencias de la Alimentación, División de Ciencias Biológicas y de la Salud, Universidad Autónoma Metropolitana Unidad Lerma, Lerma, Mexico
| | - A Vidal-Limon
- Red de Estudios Moleculares Avanzados, Clúster Científico y Tecnológico BioMimic®, Instituto de Ecología A.C. (INECOL), Veracruz, Mexico
| | - Andrea M Liceaga
- Protein Chemistry and Bioactive Peptides Laboratory, Department of Food Science, Purdue University, West Lafayette, IN, United States.
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Vidal-Limon A, Aguilar-Toalá JE, Liceaga AM. Integration of Molecular Docking Analysis and Molecular Dynamics Simulations for Studying Food Proteins and Bioactive Peptides. J Agric Food Chem 2022; 70:934-943. [PMID: 34990125 DOI: 10.1021/acs.jafc.1c06110] [Citation(s) in RCA: 82] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
In silico tools, such as molecular docking, are widely applied to study interactions and binding affinity of biological activity of proteins and peptides. However, restricted sampling of both ligand and receptor conformations and use of approximated scoring functions can produce results that do not correlate with actual experimental binding affinities. Molecular dynamics simulations (MDS) can provide valuable information in deciphering functional mechanisms of proteins/peptides and other biomolecules, overcoming the rigid sampling limitations in docking analysis. This review will discuss the information related to the traditional use of in silico models, such as molecular docking, and its application for studying food proteins and bioactive peptides, followed by an in-depth introduction to the theory of MDS and description of why these molecular simulation techniques are important in the theoretical prediction of structural and functional dynamics of food proteins and bioactive peptides. Applications, limitations, and future prospects of MDS will also be discussed.
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Affiliation(s)
- Abraham Vidal-Limon
- Red de Estudios Moleculares Avanzados, Clúster Científico y Tecnológico BioMimic, Instituto de Ecología A.C. (INECOL), Carretera Antigua a Coatepec 351, El Haya, Xalapa, Veracruz 91073, Mexico
| | - José E Aguilar-Toalá
- Departamento de Ciencias de la Alimentación, División de Ciencias Biológicas y de la Salud, Universidad Autónoma Metropolitana Unidad Lerma, Avenida de las Garzas 10, Colonia El Panteón, Lerma de Villada, Estado de México 52005, Mexico
| | - Andrea M Liceaga
- Protein Chemistry and Bioactive Peptides Laboratory. Department of Food Science, Purdue University, 745 Agriculture Mall Drive, West Lafayette, Indiana 47907, United States
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Lagunes-Castro MDLS, Aguila S, Herrera-Covarrubias D, Hernández-Aguilar ME, Trigos Á, Vidal-Limon A, Suárez-Medellín J. Structure-Based Virtual Screening of Sterols and Triterpenoids Isolated from Ganoderma (Agaricomycetes) Medicinal Mushrooms Shows Differences in Their Affinity for Human Glucocorticoid and Mineralocorticoid Receptors. Int J Med Mushrooms 2021; 23:1-13. [PMID: 34591394 DOI: 10.1615/intjmedmushrooms.2021039290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
An extensive database of sterols and triterpenoids isolated from Ganoderma mushrooms was evaluated by in silico structure-based virtual screening to determine their respective ligand affinities for the glucocorticoid or mineralocorticoid receptor (GCR or MNR). The main ligands for GCR in our database were ergosta-7,22-dien-3-one (compound 1) and ganodermaside B (compound 2), while the best ligands for MNR were 2β,3α,9α-trihydroxyergosta-7,22-diene (compound 8) and 5α-ergosta-7,22-dien-3β-ol (compound 3). The binding free energy (BFE) values calculated for such metabolites were similar to those of the natural ligands for each receptor (i.e., dexamethasone for GCR and aldosterone for MNR). Moreover, the differences between mean BFE values calculated for both receptors suggest that ergosta-7,22-dien-3-one (compound 1), ganodermaside B (compound 2), fungisterol (compound 5), ganoderic acid Ma (compound 9), and cerevisterol (compound 10) might be used as specific ligands for GCR, with a significantly lower affinity for MNR. Finally, it is worth noting that even though this work is exclusively theoretical, the reported bioactivities (either pro- or anti-inflammatory) for those metabolites that were previously studied are consistent with our findings, suggesting that the well-known immunomodulatory effect of Ganoderma triterpenoids and sterols might be attributed, at least partially, to their ability to act as specific GCR ligands.
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Affiliation(s)
- Maria de la Soledad Lagunes-Castro
- Laboratorios de Docencia, Ivestigación y Servicios (LADISER), de Inmunología y Biología Molecular, Facultad de Ciencias Químicas, Universidad Veracruzana, Orizaba, Mexico
| | - Sergio Aguila
- Centro de Nanociencias y Nanotecnología, Universidad Nacional Autónoma de Mexico, Ensenada, Mexico
| | | | | | - Ángel Trigos
- Centro de Investigación en Micología Aplicada, Universidad Veracruzana, 91010, Xalapa, Veracruz, Mexico
| | - Abraham Vidal-Limon
- Instituto de Energías Renovables, Universidad Nacional Autónoma de México, Temixco, Mexico
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Muñoz-Fonseca MB, Vidal-Limon A, Fernández-Pomares C, Rojas-Durán F, Hernández-Aguilar ME, Espinoza C, Trigos A, Suárez-Medellín J. Ergosterol exerts a differential effect on AR-dependent LNCaP and AR-independent DU-145 cancer cells. Nat Prod Res 2020; 35:4857-4860. [PMID: 32146854 DOI: 10.1080/14786419.2020.1737054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Androgen-dependent LNCaP and androgen-independent DU-145 cells, were treated with different concentrations of ergosterol (15 µM and 25 µM) and its respective cell viability was measured by MTT bioassay. While ergosterol showed an antiproliferative effect on LNCaP, on DU-145 promoted cell proliferation. This differential effect suggests that the effect of ergosterol might be related to its ability to act as an Androgen Receptor ligand. In silico Molecular Dynamics simulations were performed to analyze the interaction mechanism between androgen receptor and ergosterol, in comparison with natural ligands, 5α-dihydrotestosterone and testosterone. Our model suggests that the binding of androgen receptor with ergosterol is thermodinamically feasible, which is concordant with our experimental results.
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Affiliation(s)
| | - Abraham Vidal-Limon
- Centro de Nanociencias y Nanotecnología, Universidad Nacional Autónoma de Mexico, Ensenada, México
| | | | - Fausto Rojas-Durán
- Centro de Investigaciones Cerebrales, Universidad Veracruzana, Xalapa, Mexico
| | | | - César Espinoza
- Centro de Investigación en Micología Aplicada, Universidad Veracruzana, Xalapa, Mexico
| | - Angel Trigos
- Centro de Investigación en Micología Aplicada, Universidad Veracruzana, Xalapa, Mexico
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Santini BL, Zúñiga-Bustos M, Vidal-Limon A, Alderete JB, Águila SA, Jiménez VA. In Silico Design of Novel Mutant Anti-MUC1 Aptamers for Targeted Cancer Therapy. J Chem Inf Model 2019; 60:786-793. [PMID: 31657548 DOI: 10.1021/acs.jcim.9b00756] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The transmembrane glycoprotein mucin 1 (MUC1) is an attractive tumor marker for cancer therapy and diagnosis. The nine amino acid extracellular epitope APDTRPAPG of this protein is selectively recognized by the S2.2 single-stranded DNA anti-MUC1 aptamer, which has emerged as a promising template for designing novel targeting agents for MUC1-directed therapy. In this work, 100 ns molecular dynamics (MD) simulations, MM/GBSA binding free energy calculations, and conformational analysis were employed to propose a novel prospective anti-MUC1 aptamer with increased affinity toward the MUC1 epitope resulting from the double mutation of the T11 and T12 residues with PSU and U nucleosides, respectively. The double mutant aptamer exhibits a tight interaction with the MUC1 epitope and adopts a groove conformation that structurally favors the intermolecular contact with the epitope through the intermediate T11-A18 region leaving the 3' and 5' ends free for further chemical conjugation with a nanocarrier or pharmaceutical. These results are valuable to gain understanding about the molecular features governing aptamer-epitope interactions and constitute a first key step for the design of novel aptamer-based nanocarriers for MUC1-targeted cancer therapy.
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Affiliation(s)
- Brianda L Santini
- Centro de Nanociencias y Nanotecnología , Universidad Nacional Autónoma de México , Km. 107 Carretera Tijuana-Ensenada , Ensenada , Baja California , Mexico , C.P. 22860
| | - Matías Zúñiga-Bustos
- Departamento de Ciencias Químicas, Facultad de Ciencias Exactas , Universidad Andres Bello , Sede Concepción, Autopista Concepción-Talcahuano 7100 , Talcahuano 4260000 , Chile
| | - Abraham Vidal-Limon
- Centro de Nanociencias y Nanotecnología , Universidad Nacional Autónoma de México , Km. 107 Carretera Tijuana-Ensenada , Ensenada , Baja California , Mexico , C.P. 22860
| | - Joel B Alderete
- Instituto de Química de Recursos Naturales , Universidad de Talca , Casilla 747 , Talca 3460000 , Chile
| | - Sergio A Águila
- Centro de Nanociencias y Nanotecnología , Universidad Nacional Autónoma de México , Km. 107 Carretera Tijuana-Ensenada , Ensenada , Baja California , Mexico , C.P. 22860
| | - Verónica A Jiménez
- Departamento de Ciencias Químicas, Facultad de Ciencias Exactas , Universidad Andres Bello , Sede Concepción, Autopista Concepción-Talcahuano 7100 , Talcahuano 4260000 , Chile
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Ricci-López J, Vidal-Limon A, Zunñiga M, Jimènez VA, Alderete JB, Brizuela CA, Aguila S. Molecular modeling simulation studies reveal new potential inhibitors against HPV E6 protein. PLoS One 2019; 14:e0213028. [PMID: 30875378 PMCID: PMC6420176 DOI: 10.1371/journal.pone.0213028] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Accepted: 02/13/2019] [Indexed: 11/18/2022] Open
Abstract
High-risk strains of human papillomavirus (HPV) have been identified as the etiologic agent of some anogenital tract, head, and neck cancers. Although prophylactic HPV vaccines have been approved; it is still necessary a drug-based treatment against the infection and its oncogenic effects. The E6 oncoprotein is one of the most studied therapeutic targets of HPV, it has been identified as a key factor in cell immortalization and tumor progression in HPV-positive cells. E6 can promote the degradation of p53, a tumor suppressor protein, through the interaction with the cellular ubiquitin ligase E6AP. Therefore, preventing the formation of the E6-E6AP complex is one of the main strategies to inhibit the viability and proliferation of infected cells. Herein, we propose an in silico pipeline to identify small-molecule inhibitors of the E6-E6AP interaction. Virtual screening was carried out by predicting the ADME properties of the molecules and performing ensemble-based docking simulations to E6 protein followed by binding free energy estimation through MM/PB(GB)SA methods. Finally, the top-three compounds were selected, and their stability in the E6 docked complex and their effect in the inhibition of the E6-E6AP interaction was corroborated by molecular dynamics simulation. Therefore, this pipeline and the identified molecules represent a new starting point in the development of anti-HPV drugs.
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Affiliation(s)
- Joel Ricci-López
- Centro de Nanociencias y Nanotecnología, Universidad Nacional Autonoma de Mèxico, Ensenada, Baja California, México
| | - Abraham Vidal-Limon
- Centro de Nanociencias y Nanotecnología, Universidad Nacional Autonoma de Mèxico, Ensenada, Baja California, México
| | - Matías Zunñiga
- Departamento de Ciencias Químicas, Facultad de Ciencias Exactas, Universidad Andres Bello, Sede Concepción, Chile
| | - Verónica A. Jimènez
- Departamento de Ciencias Químicas, Facultad de Ciencias Exactas, Universidad Andres Bello, Sede Concepción, Chile
| | - Joel B. Alderete
- Departamento de Química Orgánica, Facultad de Ciencias Químicas, Universidad de Concepción, Concepción, Chile
- Instituto de Química de Recursos Naturales, Universidad de Talca, Talca, Chile
| | | | - Sergio Aguila
- Centro de Nanociencias y Nanotecnología, Universidad Nacional Autonoma de Mèxico, Ensenada, Baja California, México
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Vidal-Limon A, García Suárez PC, Arellano-García E, Contreras OE, Aguila SA. Enhanced Degradation of Pesticide Dichlorophen by Laccase Immobilized on Nanoporous Materials: A Cytotoxic and Molecular Simulation Investigation. Bioconjug Chem 2018; 29:1073-1080. [DOI: 10.1021/acs.bioconjchem.7b00739] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Abraham Vidal-Limon
- Centro de Nanociencias y Nanotecnologia, Universidad Nacional Autonoma de Mexico, km. 107 Carretera Tijuana-Ensenada, Pedregal Playitas, 22860 Ensenada, Baja California, Mexico
| | - Patricia Concepción García Suárez
- Centro de Nanociencias y Nanotecnologia, Universidad Nacional Autonoma de Mexico, km. 107 Carretera Tijuana-Ensenada, Pedregal Playitas, 22860 Ensenada, Baja California, Mexico
- Facultad de Deportes, Universidad Autónoma de Baja California, Ensenada, Baja California 22890, Mexico
| | - Evarista Arellano-García
- Facultad de Ciencias, Universidad Autónoma de Baja California, Ensenada, Baja California 22800, Mexico
| | - Oscar E. Contreras
- Centro de Nanociencias y Nanotecnologia, Universidad Nacional Autonoma de Mexico, km. 107 Carretera Tijuana-Ensenada, Pedregal Playitas, 22860 Ensenada, Baja California, Mexico
| | - Sergio A. Aguila
- Centro de Nanociencias y Nanotecnologia, Universidad Nacional Autonoma de Mexico, km. 107 Carretera Tijuana-Ensenada, Pedregal Playitas, 22860 Ensenada, Baja California, Mexico
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