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1.
Comput Biol Med ; 133: 104363, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33862305

RESUMEN

The current pandemic of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused more than 2,000,000 deaths worldwide. Currently, vaccine development and drug repurposing have been the main strategies to find a COVID-19 treatment. However, the development of new drugs could be the solution if the main strategies fail. Here, a virtual screening of pentapeptides was applied in order to identify peptides with high affinity to SARS-CoV-2 main protease (Mpro). Over 70,000 peptides were screened employing a genetic algorithm that uses a docking score as the fitness function. The algorithm was coupled with a RESTful API to persist data and avoid redundancy. The docking exhaustiveness was adapted to the number of peptides in each virtual screening step, where the higher the number of peptides, the lower the docking exhaustiveness. Two potential peptides were selected (HHYWH and HYWWT), which have higher affinity to Mpro than to human proteases. Albeit preliminary, the data presented here provide some basis for the rational design of peptide-based drugs to treat COVID-19.


Asunto(s)
Tratamiento Farmacológico de COVID-19 , SARS-CoV-2 , Antivirales/uso terapéutico , Humanos , Simulación del Acoplamiento Molecular , Péptido Hidrolasas , Péptidos , Inhibidores de Proteasas
2.
Chem Biol Drug Des ; 96(3): 984-994, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32149466

RESUMEN

The cytochrome P450 family is composed of hemeproteins involved in the metabolic transformation of endogenous and exogenous substances. The CYP2D6 enzyme is responsible for the metabolism of ~25% of clinically used drugs and is mainly expressed in the liver. The CYP2D6 gene is known to have a large number of single nucleotide polymorphisms (SNPs). Nevertheless, these variations could modify the CYP2D6 enzyme's function, resulting in poor metabolizing or ultra-extensive metabolizing phenotypes, when metabolism is slower or accelerated, respectively. Currently, there are several computational tools for predicting functional changes caused by genetic variations. Here, we evaluated the predictive power of 20 web servers using a data set of 37 CYP2D6 missense SNPs (2 neutral and 35 deleterious) previously reported in literature with enzymatic assays with the purified protein. The results suggest that the most appropriate tools for CYP2D6 SNP prediction are SDM and PoPMuSiC, which could aid in the classification of novel missense SNPs in this gene, providing the identification of mutations potentially associated with drug metabolism and pointing new directions for precise medicine.


Asunto(s)
Citocromo P-450 CYP2D6/metabolismo , Polimorfismo de Nucleótido Simple , Algoritmos , Humanos , Mutación Missense
3.
Artículo en Inglés | MEDLINE | ID: mdl-30805311

RESUMEN

Faced with the global health threat of increasing resistance to antibiotics, researchers are exploring interventions that target bacterial virulence factors. Quorum sensing is a particularly attractive target because several bacterial virulence factors are controlled by this mechanism. Furthermore, attacking the quorum-sensing signaling network is less likely to select for resistant strains than using conventional antibiotics. Strategies that focus on the inhibition of quorum-sensing signal production are especially attractive because the enzymes involved are expressed in bacterial cells but are not present in their mammalian counterparts. We review here various approaches that are being taken to interfere with quorum-sensing signal production via the inhibition of autoinducer-2 synthesis, PQS synthesis, peptide autoinducer synthesis, and N-acyl-homoserine lactone synthesis. We expect these approaches will lead to the discovery of new quorum-sensing inhibitors that can help to stem the tide of antibiotic resistance.


Asunto(s)
Adaptación Fisiológica/efectos de los fármacos , Antibacterianos/aislamiento & purificación , Bacterias/efectos de los fármacos , Regulación Bacteriana de la Expresión Génica/efectos de los fármacos , Percepción de Quorum/efectos de los fármacos , Virulencia/efectos de los fármacos , Antibacterianos/química , Antibacterianos/farmacología , Bacterias/patogenicidad , Evaluación Preclínica de Medicamentos/métodos , Factores de Virulencia/biosíntesis
4.
Sci Rep ; 7(1): 2483, 2017 05 30.
Artículo en Inglés | MEDLINE | ID: mdl-28559543

RESUMEN

The hemibiotrophic fungus Colletotrichum graminicola may cause severe damage to maize, affecting normal development of the plant and decreasing grain yield. In this context, understanding plant defense pathways at the inoculation site and systemically in uninoculated tissues can help in the development of genetic engineering of resistance against this pathogen. Previous work has discussed the molecular basis of maize - C. graminicola interaction. However, many genes involved in defense have not yet been exploited for lack of annotation in public databases. Here, changes in global gene expression were studied in root, male and female inflorescences of maize under local and systemic fungal infection treatments, respectively. RNA-Seq with qPCR was used to indicate genes involved in plant defense. We found that systemic acquired resistance induction in female inflorescences mainly involves accumulation of salicylic acid (SA)-inducible defense genes (ZmNAC, ZmHSF, ZmWRKY, ZmbZIP and PR1) and potential genes involved in chromatin modification. Furthermore, transcripts involved in jasmonic acid (JA) and ethylene (ET) signaling pathways were also accumulated and may participate in plant immunity. Moreover, several genes were functionally re-annotated based on domain signature, indicating novel candidates to be tested in strategies involving gene knockout and overexpression in plants.


Asunto(s)
Resistencia a la Enfermedad/genética , Enfermedades de las Plantas/genética , Transcriptoma/genética , Zea mays/genética , Colletotrichum/genética , Colletotrichum/patogenicidad , Ciclopentanos/metabolismo , Regulación de la Expresión Génica de las Plantas/genética , Oxilipinas/metabolismo , Enfermedades de las Plantas/microbiología , Ácido Salicílico/metabolismo , Zea mays/microbiología
5.
J Cell Biochem ; 118(12): 4762-4771, 2017 12.
Artículo en Inglés | MEDLINE | ID: mdl-28523647

RESUMEN

Mutations in the growth hormone receptor (GHR) gene can cause disruption of the growth hormone signaling pathway, resulting in growth deficiency due to growth hormone (GH) resistance. Both recessive and apparently dominant mutations have been described in the literature. In order to shed some light on the molecular mechanism of partial growth hormone resistance caused by heterozygous mutations, we performed an in-depth in silico analysis of a mutation found in a girl with a previous diagnosis of idiopathic short stature. An array of algorithms was used to predict pathogenicity and potential impact on the protein, and molecular modeling, docking and dynamics were used to determine structural consequences. The results suggest that both of the possible single mutation-containing heteromeric GH-GHR complexes, as well as the double GHR mutant complex result in perturbation of complex structures, with altered ability of the GHR dimers to interact with the GH peptide. J. Cell. Biochem. 118: 4762-4771, 2017. © 2017 Wiley Periodicals, Inc.


Asunto(s)
Proteínas Portadoras , Simulación por Computador , Trastornos del Crecimiento , Heterocigoto , Mutación Missense , Sustitución de Aminoácidos , Proteínas Portadoras/genética , Proteínas Portadoras/metabolismo , Niño , Femenino , Trastornos del Crecimiento/genética , Trastornos del Crecimiento/metabolismo , Humanos
6.
Biopolymers ; 106(6): 784-795, 2016 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-27554590

RESUMEN

Cyclotides are multifunctional plant cyclic peptides containing 28-37 amino acid residues and a pattern of three disulfide bridges, forming a motif known as the cyclic cystine knot. Due to their high biotechnological potential, the sequencing and characterization of cyclotide genes are crucial not only for cloning and establishing heterologous expression strategies, but also to understand local plant evolution in the context of host-pathogen relationships. Here, two species from the Brazilian Cerrado, Palicourea rigida (Rubiaceae) and Pombalia lanata (A.St.-Hil.) Paula-Souza (Violaceae), were used for cloning and characterizing novel cyclotide genes. Using 3' and 5' RACE PCR and sequencing, two full cDNAs, named parigidin-br2 (P. rigida) and hyla-br1 (P. lanata), were isolated and shown to have similar genetic structures to other cyclotides. Both contained the conserved ER-signal domain, N-terminal prodomain, mature cyclotide domain and a C-terminal region. Genomic sequencing of parigidin-br2 revealed two different gene copies: one intronless allele and one presenting a rare 131-bp intron. In contrast, genomic sequencing of hyla-br1 revealed an intronless gene-a common characteristic of members of the Violaceae family. Parigidin-br2 5' and 3' UTRs showed the presence of 12 putative candidate sites for binding of regulatory proteins, suggesting that the flanking and intronic regions of the parigidin-br2 gene must play important roles in transcriptional rates and in the regulation of temporal and spatial gene expression. The high degree of genetic similarity and structural organization among the cyclotide genes isolated in the present study from the Brazilian Cerrado and other well-characterized plant cyclotides may contribute to a better understanding of cyclotide evolution.


Asunto(s)
Evolución Molecular , Regulación de la Expresión Génica de las Plantas/fisiología , Péptidos Cíclicos , Proteínas de Plantas , Rubiaceae , Clonación Molecular , ADN Complementario , Péptidos Cíclicos/biosíntesis , Péptidos Cíclicos/genética , Proteínas de Plantas/biosíntesis , Proteínas de Plantas/genética , Rubiaceae/genética , Rubiaceae/metabolismo , América del Sur , Especificidad de la Especie
7.
PLoS One ; 9(3): e90487, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-24614014

RESUMEN

Zantedeschia aethiopica is an evergreen perennial plant cultivated worldwide and commonly used for ornamental and medicinal purposes including the treatment of bacterial infections. However, the current understanding of molecular and physiological mechanisms in this plant is limited, in comparison to other non-model plants. In order to improve understanding of the biology of this botanical species, RNA-Seq technology was used for transcriptome assembly and characterization. Following Z. aethiopica spathe tissue RNA extraction, high-throughput RNA sequencing was performed with the aim of obtaining both abundant and rare transcript data. Functional profiling based on KEGG Orthology (KO) analysis highlighted contigs that were involved predominantly in genetic information (37%) and metabolism (34%) processes. Predicted proteins involved in the plant circadian system, hormone signal transduction, secondary metabolism and basal immunity are described here. In silico screening of the transcriptome data set for antimicrobial peptide (AMP) -encoding sequences was also carried out and three lipid transfer proteins (LTP) were identified as potential AMPs involved in plant defense. Spathe predicted protein maps were drawn, and suggested that major plant efforts are expended in guaranteeing the maintenance of cell homeostasis, characterized by high investment in carbohydrate, amino acid and energy metabolism as well as in genetic information.


Asunto(s)
Flores/genética , Flores/metabolismo , Transcriptoma/genética , Zantedeschia/genética , Secuencia de Aminoácidos , Antiinfecciosos/farmacología , Proteínas Portadoras/química , Ritmo Circadiano/genética , Ambiente , Escherichia coli/efectos de los fármacos , Flores/efectos de los fármacos , Regulación de la Expresión Génica de las Plantas/efectos de los fármacos , Interacciones Huésped-Patógeno/efectos de los fármacos , Interacciones Huésped-Patógeno/genética , Ligandos , Pruebas de Sensibilidad Microbiana , Simulación de Dinámica Molecular , Datos de Secuencia Molecular , Reguladores del Crecimiento de las Plantas/metabolismo , Inmunidad de la Planta/efectos de los fármacos , Inmunidad de la Planta/genética , Metabolismo Secundario/efectos de los fármacos , Metabolismo Secundario/genética , Transducción de Señal/efectos de los fármacos , Transducción de Señal/genética , Staphylococcus aureus/efectos de los fármacos , Extractos de Tejidos , Transcripción Genética/efectos de los fármacos , Transcriptoma/efectos de los fármacos , Zantedeschia/efectos de los fármacos , Zantedeschia/inmunología
8.
Peptides ; 37(2): 294-300, 2012 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-22841855

RESUMEN

Antimicrobial peptides (AMPs) are compounds that act in a wide range of physiological defensive mechanisms developed to counteract bacteria, fungi, parasites and viruses. These molecules have become increasingly important as a consequence of remarkable microorganism resistance to common antibiotics. This report shows Escherichia coli expressing the recombinant antimicrobial peptide Pg-AMP1 previously isolated from Psidium guajava seeds. The deduced Pg-AMP1 open reading frame consists in a 168 bp long plus methionine also containing a His6 tag, encoding a predicted 62 amino acid residue peptide with related molecular mass calculated to be 6.98 kDa as a monomer and 13.96 kDa at the dimer form. The recombinant Pg-AMP1 peptide showed inhibitory activity against multiple Gram-negative (E. coli, Klebsiella pneumonia and Pseudomonas aeruginosa) and Gram-positive (Staphylococcus aureus and Staphylococcus epidermides) bacteria. Moreover, theoretical structure analyses were performed in order to understand the functional differences between natural and recombinant Pg-AMP1 forms. Data here reported suggest that Pg-AMP1 is a promising peptide to be used as a biotechnological tool for control of human infectious diseases.


Asunto(s)
Antibacterianos/farmacología , Péptidos Catiónicos Antimicrobianos/química , Péptidos Catiónicos Antimicrobianos/farmacología , Glicina/análisis , Psidium/química , Proteínas Recombinantes/farmacología , Semillas/química , Antibacterianos/biosíntesis , Antibacterianos/aislamiento & purificación , Péptidos Catiónicos Antimicrobianos/aislamiento & purificación , Relación Dosis-Respuesta a Droga , Escherichia coli/efectos de los fármacos , Klebsiella/efectos de los fármacos , Pruebas de Sensibilidad Microbiana , Modelos Moleculares , Pseudomonas aeruginosa/efectos de los fármacos , Proteínas Recombinantes/biosíntesis , Proteínas Recombinantes/aislamiento & purificación , Staphylococcus/efectos de los fármacos , Staphylococcus aureus/efectos de los fármacos , Relación Estructura-Actividad
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