Microbial Diversity in Children with Gastroenteritis in the Amazon Region of Brazil: Development and Validation of a Molecular Method for Complete Sequencing of Viral Genomes.

Journal of Genomics Pub Date : 2024-03-25 eCollection Date: 2024-01-01 DOI:10.7150/jgen.94116
Juliana Merces Hernandez, Giovanna Brunetta SantAna Almeida, Ana Caroline Rodrigues Portela, Jedson Ferreira Cardoso, Edivaldo Costa Sousa Junior, Maria Silvia Sousa Lucena, Márcio Roberto Teixeira Nunes, Yvone Benchimol Gabbay, Luciana Damascena Silva
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引用次数: 0

Abstract

Introduction: Metagenomic sequencing is a powerful tool that is widely used in laboratories worldwide for taxonomic characterization of microorganisms in clinical and environmental samples. In this study, we utilized metagenomics to investigate comprehensively the microbial diversity in fecal samples of children over a four-year period. Our methods were carefully designed to ensure accurate and reliable results.

Material and methods: Validated and analyzed were metagenomic data obtained from sequencing 27 fecal samples from children under 10 years old with gastroenteritis over a four-year period (2012-2016). The fecal specimens were collected from patients who received care at public health facilities in the northern region of Brazil. Sequencing libraries were prepared from cDNA and sequenced on the Illumina HiSeq. Kraken-2 was utilized to classify bacterial taxonomy based on the 16S rRNA gene, using the Silva rRNA database. Additionally, the Diamond program was used for mapping to the non-redundant protein database (NR database). Phylogenomic analyses were conducted using Geneious R10 and MEGA X software, and Bayesian estimation of phylogeny was performed using the MrBayes program. The results indicate significant heterogeneity among norovirus strains, with evidence of recombination and point mutations. This study presents the first complete genome of parechovirus 8 in the region. Additionally, it describes the bacterial populations and bacteriophages present in feces, with a high abundance of Firmicutes and Proteobacteria, including an increased proportion of the Enterobacteriaceae family. The presented data demonstrate the genetic diversity of microbial populations and provide a comprehensive report on viral molecular characterization. These findings are relevant for genomic studies in gastrointestinal infections. The metagenomic approach is a powerful tool for investigating microbial diversity in children with gastroenteritis. However, further studies are imperative to conduct genomic analysis of identified bacterial strains and thoroughly analyze antimicrobial resistance genes.

巴西亚马逊地区肠胃炎患儿的微生物多样性:病毒基因组全测序分子方法的开发与验证》(Development and Validation of a Molecular Method for Complete Sequencing of Viral Genomes)。
引言:元基因组测序是一种功能强大的工具,在全球实验室中被广泛用于对临床和环境样本中的微生物进行分类鉴定。在这项研究中,我们利用元基因组学全面调查了四年内儿童粪便样本中微生物的多样性。我们的方法经过精心设计,以确保结果准确可靠:验证并分析了四年内(2012-2016 年)27 份 10 岁以下肠胃炎患儿粪便样本测序获得的元基因组数据。这些粪便标本来自在巴西北部地区公共卫生机构接受治疗的患者。根据 cDNA 制备了测序文库,并在 Illumina HiSeq 上进行了测序。利用 Silva rRNA 数据库,Kraken-2 根据 16S rRNA 基因对细菌进行分类。此外,还使用 Diamond 程序与非冗余蛋白质数据库(NR 数据库)进行映射。使用 Geneious R10 和 MEGA X 软件进行了系统进化分析,并使用 MrBayes 程序对系统进化进行了贝叶斯估计。结果表明,诺如病毒毒株之间存在明显的异质性,有重组和点突变的证据。本研究首次展示了该地区帕雷奇病毒 8 的完整基因组。此外,该研究还描述了粪便中的细菌种群和噬菌体,发现粪便中含有大量的坚固菌和变形菌,其中肠杆菌科细菌的比例有所增加。所提供的数据证明了微生物种群的遗传多样性,并提供了一份关于病毒分子特征的全面报告。这些发现与胃肠道感染的基因组研究有关。元基因组学方法是研究儿童肠胃炎微生物多样性的有力工具。然而,进一步的研究必须对确定的细菌菌株进行基因组分析,并彻底分析抗菌药耐药性基因。
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来源期刊
自引率
0.00%
发文量
11
审稿时长
12 weeks
期刊介绍: Journal of Genomics publishes papers of high quality in all areas of gene, genetics, genomics, proteomics, metabolomics, DNA/RNA, computational biology, bioinformatics, and other relevant areas of research and application. Articles published by the journal are rigorously peer-reviewed. Types of articles include: Research paper, Short research communication, Review or mini-reviews, Commentary, Database, Software.
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