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1.
Microbiol Spectr ; 12(2): e0292823, 2024 Feb 06.
Artigo em Inglês | MEDLINE | ID: mdl-38189292

RESUMO

The genus Vibrio includes pathogenic bacteria able to cause disease in humans and aquatic organisms, leading to disease outbreaks and significant economic losses in the fishery industry. Despite much work on Vibrio in several marine organisms, no specific studies have been conducted on Anadara tuberculosa. This is a commercially important bivalve species, known as "piangua hembra," along Colombia's Pacific coast. Therefore, this study aimed to identify and characterize the genomes of Vibrio isolates obtained from A. tuberculosa. Bacterial isolates were obtained from 14 A. tuberculosa specimens collected from two locations along the Colombian Pacific coast, of which 17 strains were identified as Vibrio: V. parahaemolyticus (n = 12), V. alginolyticus (n = 3), V. fluvialis (n = 1), and V. natriegens (n = 1). Whole genome sequence of these isolates was done using Oxford Nanopore Technologies (ONT). The analysis revealed the presence of genes conferring resistance to ß-lactams, tetracyclines, chloramphenicol, and macrolides, indicating potential resistance to these antimicrobial agents. Genes associated with virulence were also found, suggesting the potential pathogenicity of these Vibrio isolates, as well as genes for Type III Secretion Systems (T3SS) and Type VI Secretion Systems (T6SS), which play crucial roles in delivering virulence factors and in interbacterial competition. This study represents the first genomic analysis of bacteria within A. tuberculosa, shedding light on Vibrio genetic factors and contributing to a comprehensive understanding of the pathogenic potential of these Vibrio isolates.IMPORTANCEThis study presents the first comprehensive report on the whole genome analysis of Vibrio isolates obtained from Anadara tuberculosa, a bivalve species of great significance for social and economic matters on the Pacific coast of Colombia. Research findings have significant implications for the field, as they provide crucial information on the genetic factors and possible pathogenicity of Vibrio isolates associated with A. tuberculosa. The identification of antimicrobial resistance genes and virulence factors within these isolates emphasizes the potential risks they pose to both human and animal health. Furthermore, the presence of genes associated with Type III and Type VI Secretion Systems suggests their critical role in virulence and interbacterial competition. Understanding the genetic factors that contribute to Vibrio bacterial virulence and survival strategies within their ecological niche is of utmost importance for the effective prevention and management of diseases in aquaculture practices.


Assuntos
Arcidae , Sistemas de Secreção Tipo VI , Vibrio parahaemolyticus , Animais , Humanos , Virulência/genética , Fatores de Virulência/genética , Antibacterianos
2.
Biomedica ; 43(Sp. 1): 181-193, 2023 08 31.
Artigo em Inglês, Espanhol | MEDLINE | ID: mdl-37721909

RESUMO

Introduction. Medical device colonization by pathogenic microorganisms is a risk factor for increasing infections associated with health care and, consequently, the morbidity and mortality of intubated patients. In Colombia, fungal colonization of endotracheal tubes has not been described, and this information could lead to new therapeutic options for the benefit of patients. Objective. To describe the colonizing fungi of the endotracheal tubes from patients in the intensive care unit, along with its antifungal sensitivity profile. Materials and methods. We conducted a descriptive, observational study in two health centers for 12 months. Endotracheal tubes were collected from patients in intensive care units. Samples were processed for culture, fungi identification, and antifungal sensitivity profile assessment. Results. A total of 121 endotracheal tubes, obtained from 113 patients, were analyzed: 41.32 % of the tubes were colonized by Candida albicans (64.62%), C. non­albicans (30.77%), Cryptococcus spp. (3.08%) or molds (1.54%). All fungi evaluated showed a high sensitivity to antifungals, with a mean of 91%. Conclusion. Fungal colonization was found in the endotracheal tubes of patients under invasive mechanical ventilation. The antifungal sensitivity profile in these patients was favorable. A clinical study is required to find possible correlations between the colonizing microorganisms and infectivity.


Introducción. La colonización por microorganismos patógenos de los dispositivos médicos usados en las unidades de cuidados intensivos es un factor de riesgo para el aumento de infecciones asociadas con la atención en salud y, por lo tanto, al de la morbilidad y la mortalidad de los pacientes intubados. En Colombia, no se ha descrito la colonización por hongos de los tubos endotraqueales, con lo cual se podrían considerar nuevas opciones terapéuticas para el beneficio de los pacientes. Objetivo. Describir los hongos que colonizan los tubos endotraqueales de los pacientes en unidades de cuidados intensivos, junto con su perfil de sensibilidad a los antifúngicos. Materiales y métodos. Se realizó un estudio observacional, descriptivo, en dos centros hospitalarios durante 12 meses. Se recolectaron tubos endotraqueales de pacientes de las unidades de cuidados intensivos. Estos fueron procesados para cultivar e identificar hongos, y para establecer su perfil de sensibilidad a los antifúngicos. Resultados. Se analizaron 121 tubos endotraqueales obtenidos de 113 pacientes. De estos, el 41,32 % se encontró colonizado por los hongos Candida albicans (64,61 %), C. no-albicans (30,77 %), Cryptococcus spp. (3,08 %) o mohos (1,54 %). Todos los hongos evaluados presentaron una gran sensibilidad a los antifúngicos, con un promedio del 91 %. Conclusión. Se encontró colonización fúngica en los tubos endotraqueales de pacientes con asistencia respiratoria mecánica. El perfil de sensibilidad en estos pacientes fue favorable. Se requiere un estudio clínico para correlacionar los microorganismos colonizadores y su capacidad de generar infección.


Assuntos
Candida albicans , Granisetron , Colômbia , Tolnaftato
3.
Annu Rev Genet ; 57: 275-296, 2023 11 27.
Artigo em Inglês | MEDLINE | ID: mdl-37708420

RESUMO

Antibiotic resistance genes predate the therapeutic uses of antibiotics. However, the current antimicrobial resistance crisis stems from our extensive use of antibiotics and the generation of environmental stressors that impose new selective pressure on microbes and drive the evolution of resistant pathogens that now threaten human health. Similar to climate change, this global threat results from human activities that change habitats and natural microbiomes, which in turn interact with human-associated ecosystems and lead to adverse impacts on human health. Human activities that alter our planet at global scales exacerbate the current resistance crisis and exemplify our central role in large-scale changes in which we are both protagonists and architects of our success but also casualties of unanticipated collateral outcomes. As cognizant participants in this ongoing planetary experiment, we are driven to understand and find strategies to curb the ongoing crises of resistance and climate change.


Assuntos
Farmacorresistência Bacteriana , Microbiota , Humanos , Farmacorresistência Bacteriana/genética , Antibacterianos/farmacologia , Microbiota/genética
4.
Biomédica (Bogotá) ; 43(Supl. 1)ago. 2023.
Artigo em Espanhol | LILACS-Express | LILACS | ID: biblio-1533903

RESUMO

Introducción. La colonización por microorganismos patógenos de los dispositivos médicos usados en las unidades de cuidados intensivos es un factor de riesgo para el aumento de infecciones asociadas con la atención en salud y, por lo tanto, al de la morbilidad y la mortalidad de los pacientes intubados. En Colombia, no se ha descrito la colonización por hongos de los tubos endotraqueales, con lo cual se podrían considerar nuevas opciones terapéuticas para el beneficio de los pacientes. Objetivo. Describir los hongos que colonizan los tubos endotraqueales de los pacientes en unidades de cuidados intensivos, junto con su perfil de sensibilidad a los antifúngicos. Materiales y métodos. Se realizó un estudio observacional, descriptivo, en dos centros hospitalarios durante 12 meses. Se recolectaron tubos endotraqueales de pacientes de las unidades de cuidados intensivos. Estos fueron procesados para cultivar e identificar hongos, y para establecer su perfil de sensibilidad a los antifúngicos. Resultados. Se analizaron 121 tubos endotraqueales obtenidos de 113 pacientes. De estos, el 41,32 % se encontró colonizado por los hongos Candida albicans (64,61 %), C. no-albicans (30,77 %), Cryptococcus spp. (3,08 %) o mohos (1,54 %). Todos los hongos evaluados presentaron una gran sensibilidad a los antifúngicos, con un promedio del 91 %. Conclusión. Se encontró colonización fúngica en los tubos endotraqueales de pacientes con asistencia respiratoria mecánica. El perfil de sensibilidad en estos pacientes fue favorable. Se requiere un estudio clínico para correlacionar los microorganismos colonizadores y su capacidad de generar infección.


Introduction. Medical device colonization by pathogenic microorganisms is a risk factor for increasing infections associated with health care and, consequently, the morbidity and mortality of intubated patients. In Colombia, fungal colonization of endotracheal tubes has not been described, and this information could lead to new therapeutic options for the benefit of patients. Objective. To describe the colonizing fungi of the endotracheal tubes from patients in the intensive care unit, along with its antifungal sensitivity profile. Materials and methods. We conducted a descriptive, observational study in two health centers for 12 months. Endotracheal tubes were collected from patients in intensive care units. Samples were processed for culture, fungi identification, and antifungal sensitivity profile assessment. Results. A total of 121 endotracheal tubes, obtained from 113 patients, were analyzed: 41.32 % of the tubes were colonized by Candida albicans (64.62%), C. non-albicans (30.77%), Cryptococcus spp. (3.08%) or molds (1.54%). All fungi evaluated showed a high sensitivity to antifungals, with a mean of 91%. Conclusion. Fungal colonization was found in the endotracheal tubes of patients under invasive mechanical ventilation. The antifungal sensitivity profile in these patients was favorable. A clinical study is required to find possible correlations between the colonizing microorganisms and infectivity.

5.
iScience ; 25(11): 104993, 2022 Nov 18.
Artigo em Inglês | MEDLINE | ID: mdl-36299999

RESUMO

The MetaSUB Consortium, founded in 2015, is a global consortium with an interdisciplinary team of clinicians, scientists, bioinformaticians, engineers, and designers, with members from more than 100 countries across the globe. This network has continually collected samples from urban and rural sites including subways and transit systems, sewage systems, hospitals, and other environmental sampling. These collections have been ongoing since 2015 and have continued when possible, even throughout the COVID-19 pandemic. The consortium has optimized their workflow for the collection, isolation, and sequencing of DNA and RNA collected from these various sites and processing them for metagenomics analysis, including the identification of SARS-CoV-2 and its variants. Here, the Consortium describes its foundations, and its ongoing work to expand on this network and to focus its scope on the mapping, annotation, and prediction of emerging pathogens, mapping microbial evolution and antibiotic resistance, and the discovery of novel organisms and biosynthetic gene clusters.

6.
Respir Res ; 23(1): 168, 2022 Jun 24.
Artigo em Inglês | MEDLINE | ID: mdl-35751068

RESUMO

BACKGROUND: Studies of the respiratory tract microbiome primarily focus on airway and lung microbial diversity, but it is still unclear how these microbial communities may be affected by intubation and long periods in intensive care units (ICU), an aspect that today could aid in the understanding of COVID19 progression and disease severity. This study aimed to explore and characterize the endotracheal tube (ETT) microbiome by analyzing ETT-associated microbial communities. METHODS: This descriptive study was carried out on adult patients subjected to invasive mechanical ventilation from 2 to 21 days. ETT samples were obtained from 115 patients from ICU units in two hospitals. Bacteria isolated from endotracheal tubes belonging to the ESKAPE group were analyzed for biofilm formation using crystal violet quantification. Microbial profiles were obtained using Illumina sequencing of 16S rRNA gene. RESULTS: The ETT microbiome was mainly composed by the phyla Proteobacteria, Firmicutes and Bacteroidetes. Microbiome composition correlated with the ICU in which patients were hospitalized, while intubation time and diagnosis of ventilator-associated pneumonia (VAP) did not show any significant association. CONCLUSION: These results suggest that the ICU environment, or medical practices, could be a key to microbial colonization and have a direct influence on the ETT microbiomes of patients that require mechanical ventilation.


Assuntos
COVID-19 , Microbiota , Adulto , Biofilmes , Hospitais , Humanos , Intubação Intratraqueal/efeitos adversos , RNA Ribossômico 16S/genética , Respiração Artificial/efeitos adversos
8.
Environ Res ; 207: 112183, 2022 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-34637759

RESUMO

In urban ecosystems, microbes play a key role in maintaining major ecological functions that directly support human health and city life. However, the knowledge about the species composition and functions involved in urban environments is still limited, which is largely due to the lack of reference genomes in metagenomic studies comprises more than half of unclassified reads. Here we uncovered 732 novel bacterial species from 4728 samples collected from various common surface with the matching materials in the mass transit system across 60 cities by the MetaSUB Consortium. The number of novel species is significantly and positively correlated with the city population, and more novel species can be identified in the skin-associated samples. The in-depth analysis of the new gene catalog showed that the functional terms have a significant geographical distinguishability. Moreover, we revealed that more biosynthetic gene clusters (BGCs) can be found in novel species. The co-occurrence relationship between BGCs and genera and the geographical specificity of BGCs can also provide us more information for the synthesis pathways of natural products. Expanded the known urban microbiome diversity and suggested additional mechanisms for taxonomic and functional characterization of the urban microbiome. Considering the great impact of urban microbiomes on human life, our study can also facilitate the microbial interaction analysis between human and urban environment.


Assuntos
Metagenoma , Microbiota , Bactérias/genética , Humanos , Metagenômica , Interações Microbianas , Microbiota/genética
10.
Front Microbiol ; 11: 398, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32265864

RESUMO

The High Andean Paramo ecosystem is a unique neotropical mountain biome considered a diversity and evolutionary hotspot. Lichens, which are complex symbiotic structures that contain diverse commensal microbial communities, are prevalent in Paramos. There they play vital roles in soil formation and mineral fixation. In this study we analyzed the microbiomes of seven lichen genera in Colombian Paramos using 16S rRNA gene amplicon sequencing and provide the first description of the bacterial communities associated with Cora and Hypotrachyna lichens. Paramo lichen microbiomes varied in diversity indexes and number of OTUs, but were composed predominantly by the phyla Acidobacteria, Actinobacteria, Bacteroidetes, Cyanobacteria, Proteobacteria, and Verrucomicrobia. In the case of Cora and Cladonia, the microbiomes were distinguished based on the identity of the lichen host. While the majority of the lichen-associated microorganisms were not present in all lichens sampled, sixteen taxa shared among this diverse group of lichens suggest a core lichen microbiome that broadens our concept of these symbiotic structures. Additionally, we identified strains producing compounds active against clinically relevant microbial strains. These results indicate that lichen microbiomes from the Paramo ecosystem are diverse and host-specific but share a taxonomic core and can be a source of new bacterial taxa and antimicrobials.

11.
PLoS One ; 14(12): e0221540, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31790419

RESUMO

Ultraviolet radiation (UVR) is widely known as deleterious for many organisms since it can cause damage to biomolecules either directly or indirectly via the formation of reactive oxygen species. The goal of this study was to analyze the capacity of high-mountain Espeletia hartwegiana plant phyllosphere microorganisms to survive UVR and to identify genes related to resistance strategies. A strain of Deinococcus swuensis showed a high survival rate of up to 60% after UVR treatment at 800J/m2 and was used for differential expression analysis using RNA-seq after exposing cells to 400J/m2 of UVR (with >95% survival rate). Differentially expressed genes were identified using the R-Bioconductor package NOISeq and compared with other reported resistance strategies reported for this genus. Genes identified as being overexpressed included transcriptional regulators and genes involved in protection against damage by UVR. Non-coding (nc)RNAs were also differentially expressed, some of which have not been previously implicated. This study characterized the immediate radiation response of D. swuensis and indicates the involvement of ncRNAs in the adaptation to extreme environmental conditions.


Assuntos
Deinococcus/fisiologia , Deinococcus/efeitos da radiação , Ecossistema , Tolerância a Radiação , Raios Ultravioleta , Adaptação Fisiológica/efeitos da radiação , Deinococcus/genética , Deinococcus/isolamento & purificação , Regulação Bacteriana da Expressão Gênica/efeitos da radiação , RNA Bacteriano/genética , Análise de Sobrevida
12.
Sci Rep ; 9(1): 11764, 2019 08 13.
Artigo em Inglês | MEDLINE | ID: mdl-31409850

RESUMO

The increase in antibiotic resistant bacteria has raised global concern regarding the future effectiveness of antibiotics. Human activities that influence microbial communities and environmental resistomes can generate additional risks to human health. In this work, we characterized aquatic microbial communities and their resistomes in samples collected at three sites along the Bogotá River and from wastewaters at three city hospitals, and investigated community profiles and antibiotic resistance genes (ARGs) as a function of anthropogenic contamination. The presence of antibiotics and other commonly used drugs increased in locations highly impacted by human activities, while the diverse microbial communities varied among sites and sampling times, separating upstream river samples from more contaminated hospital and river samples. Clinically relevant antibiotic resistant pathogens and ARGs were more abundant in contaminated water samples. Tracking of resistant determinants to upstream river waters and city sources suggested that human activities foster the spread of ARGs, some of which were co-localized with mobile genetic elements in assembled metagenomic contigs. Human contamination of this water ecosystem changed both community structure and environmental resistomes that can pose a risk to human health.


Assuntos
Resistência Microbiana a Medicamentos/genética , Atividades Humanas , Microbiota/efeitos dos fármacos , Microbiologia da Água , Poluentes Químicos da Água/toxicidade , Colômbia , Sedimentos Geológicos/microbiologia , Humanos , Rios
13.
Artigo em Inglês | MEDLINE | ID: mdl-30533862

RESUMO

We sequenced six actinobacterial genomes isolated from a salt mine and from soil in a high-mountain Páramo ecosystem. The strains belonged to the genera Streptomyces, Nesterenkonia, and Isoptericola and were sequenced due to their antimicrobial and cytotoxic activities.

14.
AMB Express ; 8(1): 35, 2018 03 09.
Artigo em Inglês | MEDLINE | ID: mdl-29523979

RESUMO

The original version of this article (Diaz-Cardenas et al. 2017) unfortunately contained a mistake in Fig. 1. The pie chart of Fig. 1 should explain the distribution of the relative abundance of the Bacteria and Archaea strains isolated at Zipaquirá salt mine: Proteobacteria 39%; Actinobacteria 9%, Bacteroidetes 1%, Archaea 3% and Firmicutes 48% instead of NOMBRE DE CATEGORIA [PORCENTAJE]. The corrected Fig. 1 and caption are given below.

15.
AMB Express ; 7(1): 223, 2017 Dec 22.
Artigo em Inglês | MEDLINE | ID: mdl-29273919

RESUMO

In order to select halophilic microorganisms as a source of compounds with cytotoxic activities, a total of 135 bacterial strains were isolated from water and sediment samples collected from the Zipaquirá salt mine in the Colombian Andes. We determined the cytotoxic effects of 100 crude extracts from 54 selected organisms on the adherent murine mammary cell carcinoma 4T1 and human mammary adenocarcinoma MCF-7 cell lines. These extracts were obtained from strains of Isoptericola, Ornithinimicrobium, Janibacter, Nesterenkonia, Alkalibacterium, Bacillus, Halomonas, Chromohalobacter, Shewanella, Salipiger, Martellela, Oceanibaculum, Caenispirillum and Labrenzia. The extracts of 23 strains showed an IC50 of less than 100 µg mL-1. They were subsequently analyzed by LC/MS allowing dereplication of 20 compounds. The cytotoxic effect was related to a complex mixture of diketopiperazines present in many of the extracts analyzed. The greatest cytotoxic activity against both of the evaluated cell lines was obtained from the chloroform extract of Labrenzia aggregata USBA 371 which had an IC50 < 6 µg mL-1. Other extracts with high levels of cytotoxic activity were obtained from Bacillus sp. (IC50 < 50 µg mL-1) which contained several compounds such as macrolactin L and A, 7-O-succinoylmacrolactin F and iturin. Shewanella chilikensis USBA 344 also showed high levels of cytotoxic activity against both cell lines in the crude extract: an IC50 < 15 µg mL-1 against the 4T1 cell line and an IC50 < 68 µg mL-1 against the MCF-7 cell line. Nesterenkonia sandarakina CG 35, which has an IC50 of 118 µg mL-1 against 4T1, is a producer of diketopiperazines and 1-acetyl-ß-carboline. Also, Ornithinimicrobium kibberense CG 24, which has IC50 < 50 µg mL-1, was a producer of diketopiperazines and lagunamycin. Our study demonstrates that these saline environments are habitats of halophilic and halotolerant bacteria that have previously unreported cytotoxic activity.

16.
PLoS One ; 12(8): e0181826, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28767679

RESUMO

Soil microbial communities are responsible for a wide range of ecological processes and have an important economic impact in agriculture. Determining the metabolic processes performed by microbial communities is crucial for understanding and managing ecosystem properties. Metagenomic approaches allow the elucidation of the main metabolic processes that determine the performance of microbial communities under different environmental conditions and perturbations. Here we present the first compartmentalized metabolic reconstruction at a metagenomics scale of a microbial ecosystem. This systematic approach conceives a meta-organism without boundaries between individual organisms and allows the in silico evaluation of the effect of agricultural intervention on soils at a metagenomics level. To characterize the microbial ecosystems, topological properties, taxonomic and metabolic profiles, as well as a Flux Balance Analysis (FBA) were considered. Furthermore, topological and optimization algorithms were implemented to carry out the curation of the models, to ensure the continuity of the fluxes between the metabolic pathways, and to confirm the metabolite exchange between subcellular compartments. The proposed models provide specific information about ecosystems that are generally overlooked in non-compartmentalized or non-curated networks, like the influence of transport reactions in the metabolic processes, especially the important effect on mitochondrial processes, as well as provide more accurate results of the fluxes used to optimize the metabolic processes within the microbial community.


Assuntos
Bactérias/genética , Redes e Vias Metabólicas , Metagenômica/métodos , Microbiologia do Solo , Agricultura , Algoritmos , Bactérias/metabolismo , Simulação por Computador , DNA Bacteriano/análise , Análise do Fluxo Metabólico , Modelos Biológicos , Análise de Sequência de DNA/métodos
17.
Biotechnol Rep (Amst) ; 15: 55-62, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-28702370

RESUMO

Diversification of raw material for biofuel production is of interest to both academia and industry. One attractive substrate is a renewable lignocellulosic material such as oil palm (Elaeis guineensis Jacq.) empty fruit bunch (OPEFB), which is a byproduct of the palm oil industry. This study aimed to characterize cellulases active against this substrate. Cellulases with activity against OPEFB were identified from a metagenomic library obtained from DNA extracted from a high-Andean forest ecosystem. Our findings show that the highest cellulolytic activities were obtained at pH and temperature ranges of 4-10 and 30 °C-60 °C, respectively. Due to the heterogeneous character of the system, degradation profiles were fitted to a fractal-like kinetic model, evidencing transport mass transfer limitations. The sequence analysis of the metagenomic library inserts revealed three glycosyl hydrolase families. Finally, molecular docking simulations of the cellulases were carried out corroborating possible exoglucanase and ß-glucosidase activity.

18.
Antonie Van Leeuwenhoek ; 110(8): 1035-1051, 2017 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-28523377

RESUMO

Microbial enrichments cultures are a useful strategy to speed up the search for enzymes that can be employed in industrial processes. Lipases have gained special attention because they show unique properties such as: broad substrate specificity, enantio- and regio-selectivity and stability in organic solvents. A major goal is to identify novel lipolytic enzymes from microorganisms living in cold extreme environments such as high Andean soils, of relevance to our study being their capability be used in industrial processes. Paramo and glacier soils from the Nevados National Park in Colombia were sampled and microbial communities enriched through a fed-batch fermentation using olive oil as an inductor substrate. After 15 days of enrichment under aerobic conditions, total DNA was extracted. Subsequently, metagenomic libraries were constructed in the cosmid vector pWEB-TNC™. After functional screening, twenty and eighteen lipolytic clones were obtained from Paramo and Glacier soil enrichments, respectively. Based on lipid hydrolysis halo dimensions, the clone (Gla1) from a glacier enrichment was selected. A gene related to lipolytic activity was subcloned to evaluate enzyme properties. Phylogenetic analysis of the identified gene showed that the encoded lipase belongs to the family GDSL from a Ralstonia-like species. Interestingly, the secreted enzyme exhibited stability at high temperature and alkaline conditions, specifically the preferred conditions at 80 °C and pH 9.0. Thus, with the identification of an enzyme with non-expected properties, in this study is shown the potential of extreme cold environments to be explored for new catalytic molecules, using current molecular biology techniques, with applications in industrial processes, which demand stability under harsh conditions.


Assuntos
Lipase/metabolismo , Microbiologia do Solo , Sequência de Aminoácidos , Bactérias/enzimologia , DNA , Filogenia , Alinhamento de Sequência , Solo , Especificidade por Substrato
19.
Bio Protoc ; 7(4): e2142, 2017 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-34458462

RESUMO

The plant phyllosphere, which represents all plant parts that are above the ground, is considered one of the most extensive ecosystems to be colonized by microorganisms, both at the surface as epiphytes or as endophytes within the plant. These plant-associated microbial communities are reservoirs of microbial diversity and they can be important for plant health. The characterization of microbial communities in diverse plants, such as Espeletia plants that are endemic to the Paramo ecosystem in the Andes Mountains, can shed light regarding possible interactions among microorganisms and microbial functional properties. Obtaining DNA from plant endophytic microbial communities involves various steps to ensure that samples are free of contamination from microorganisms present on the plant surface (epiphytes). Plant leaves are first surface sterilized, cut into pieces, homogenized using glass beads, and then used for DNA extraction using a commercially available kit. DNA samples are then quantified and analyzed using Qubit® 2.0 for use in PCR amplification of 16S rRNA genes.

20.
BMC Res Notes ; 9(1): 402, 2016 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-27516337

RESUMO

BACKGROUND: The taxonomic and phylogenetic classification based on sequence analysis of the ITS1 genomic region has become a crucial component of fungal ecology and diversity studies. Nowadays, there is no accurate alignment-free classification tool for fungal ITS1 sequences for large environmental surveys. This study describes the development of a machine learning-based classifier for the taxonomical assignment of fungal ITS1 sequences at the genus level. RESULTS: A fungal ITS1 sequence database was built using curated data. Training and test sets were generated from it. A Naïve Bayesian classifier was built using features from the primary sequence with an accuracy of 87 % in the classification at the genus level. CONCLUSIONS: The final model was based on a Naïve Bayes algorithm using ITS1 sequences from 510 fungal genera. This classifier, denoted as Mycofier, provides similar classification accuracy compared to BLASTN, but the database used for the classification contains curated data and the tool, independent of alignment, is more efficient and contributes to the field, given the lack of an accurate classification tool for large data from fungal ITS1 sequences. The software and source code for Mycofier are freely available at https://github.com/ldelgado-serrano/mycofier.git .


Assuntos
DNA Espaçador Ribossômico/genética , Fungos/genética , Aprendizado de Máquina , Software , Sequência de Bases , Teorema de Bayes , Bases de Dados Genéticas , Modelos Genéticos
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