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      Epidemiology and Risk Factors for Diarrheagenic Escherichia coli Carriage among Children in Northern Ibadan, Nigeria

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          ABSTRACT.

          Diarrhea is a leading cause of childhood morbidity in Africa, but few studies, focus on bacterial diarrheal etiology including multicountry studies that typically excluded Nigeria. We collected stool specimens from 477 children under 5 years of age, 120 with diarrhea, who were enrolled in our prospective case-control study between November 2015 and August 2019. All were attending primary health clinics on the northern outskirts of Ibadan. Up to 10 Escherichia coli isolates were obtained per specimen, and at least three of them were sequenced using Illumina whole-genome sequence technology. Genomes were assembled using SPAdes and evaluated for quality using QUAST. VirulenceFinder was used to identify virulence genes. The microbiological quality of water from 14 wells within the study area was assessed using total and coliform counts. Diarrheagenic E. coli (DEC) were isolated from 79 (65.8%) cases and 217 (60.8%) control children. A number of hybrid DEC pathotypes, Salmonella spp., Yersinia spp., and all DEC pathotypes except Shiga toxin-producing E. coli were detected, but no pathogen showed association with disease ( P > 0.05). Enterotoxigenic E. coli were more commonly recovered from children without diarrhea aged below 6 months but exclusively detected in children with diarrhea aged over 9 months. Temporally linked, genetically similar enteroaggregative E. coli were isolated from children in different households in eight instances. No well water sample drawn in the study was potable. Children in northern Ibadan were commonly colonized with DEC. Access to water, proper sanitation, and vaccination against the prevailing pathogens may be critical for protecting children from the less overt consequences of enteric pathogen carriage.

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          SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing.

          The lion's share of bacteria in various environments cannot be cloned in the laboratory and thus cannot be sequenced using existing technologies. A major goal of single-cell genomics is to complement gene-centric metagenomic data with whole-genome assemblies of uncultivated organisms. Assembly of single-cell data is challenging because of highly non-uniform read coverage as well as elevated levels of sequencing errors and chimeric reads. We describe SPAdes, a new assembler for both single-cell and standard (multicell) assembly, and demonstrate that it improves on the recently released E+V-SC assembler (specialized for single-cell data) and on popular assemblers Velvet and SoapDeNovo (for multicell data). SPAdes generates single-cell assemblies, providing information about genomes of uncultivatable bacteria that vastly exceeds what may be obtained via traditional metagenomics studies. SPAdes is available online ( http://bioinf.spbau.ru/spades ). It is distributed as open source software.
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            CheckM: assessing the quality of microbial genomes recovered from isolates, single cells, and metagenomes

            Large-scale recovery of genomes from isolates, single cells, and metagenomic data has been made possible by advances in computational methods and substantial reductions in sequencing costs. Although this increasing breadth of draft genomes is providing key information regarding the evolutionary and functional diversity of microbial life, it has become impractical to finish all available reference genomes. Making robust biological inferences from draft genomes requires accurate estimates of their completeness and contamination. Current methods for assessing genome quality are ad hoc and generally make use of a limited number of “marker” genes conserved across all bacterial or archaeal genomes. Here we introduce CheckM, an automated method for assessing the quality of a genome using a broader set of marker genes specific to the position of a genome within a reference genome tree and information about the collocation of these genes. We demonstrate the effectiveness of CheckM using synthetic data and a wide range of isolate-, single-cell-, and metagenome-derived genomes. CheckM is shown to provide accurate estimates of genome completeness and contamination and to outperform existing approaches. Using CheckM, we identify a diverse range of errors currently impacting publicly available isolate genomes and demonstrate that genomes obtained from single cells and metagenomic data vary substantially in quality. In order to facilitate the use of draft genomes, we propose an objective measure of genome quality that can be used to select genomes suitable for specific gene- and genome-centric analyses of microbial communities.
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              MultiQC: summarize analysis results for multiple tools and samples in a single report

              Motivation: Fast and accurate quality control is essential for studies involving next-generation sequencing data. Whilst numerous tools exist to quantify QC metrics, there is no common approach to flexibly integrate these across tools and large sample sets. Assessing analysis results across an entire project can be time consuming and error prone; batch effects and outlier samples can easily be missed in the early stages of analysis. Results: We present MultiQC, a tool to create a single report visualising output from multiple tools across many samples, enabling global trends and biases to be quickly identified. MultiQC can plot data from many common bioinformatics tools and is built to allow easy extension and customization. Availability and implementation: MultiQC is available with an GNU GPLv3 license on GitHub, the Python Package Index and Bioconda. Documentation and example reports are available at http://multiqc.info Contact: phil.ewels@scilifelab.se
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                Author and article information

                Journal
                Am J Trop Med Hyg
                Am J Trop Med Hyg
                tpmd
                tropmed
                The American Journal of Tropical Medicine and Hygiene
                The American Society of Tropical Medicine and Hygiene
                0002-9637
                1476-1645
                30 October 2023
                December 2023
                30 October 2023
                : 109
                : 6
                : 1223-1232
                Affiliations
                [ 1 ]Department of Pharmaceutical Microbiology, Faculty of Pharmacy, University of Ibadan, Oyo, Nigeria;
                [ 2 ]Medical Laboratory Science Program, College of Health Sciences, Bowen University, Iwo, Nigeria;
                [ 3 ]Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Ahmadu Bello University, Zaria, Nigeria;
                [ 4 ]Department of Clinical Medicine, College of Medicine, University of Ibadan, Oyo, Nigeria;
                [ 5 ]Department of Pediatrics, College of Medicine, University of Ibadan, Oyo, Nigeria;
                [ 6 ]Department of Community Medicine, Faculty of Public Health, College of Medicine, University of Ibadan, Oyo, Nigeria;
                [ 7 ]Wellcome Sanger Institute, Saffron Walden, United Kingdom;
                [ 8 ]Department of Medicine, University of Cambridge, United Kingdom
                Author notes

                Ethical approval for this research was obtained from the University of Ibadan/University College Hospital (UI/UCH) ethics committee (approval number UI/EC/15/093).

                Authors’ addresses: Olabisi C. Akinlabi, El-shama Q. Nwoko, Stella Ekpo, Adeola Omotuyi, and Iruka N. Okeke, Department of Pharmaceutical Microbiology, Faculty of Pharmacy, University of Ibadan, Oyo, Nigeria, E-mails: akinlabi.olabisi@ 123456yahoo.com , monu.nwokoeqa@ 123456gmail.com , stelybluee@ 123456gmail.com , adeolaomotuyi@ 123456gmail.com , and iruka.n.okeke@ 123456gmail.com . Rotimi A. Dada, Medical Laboratory Science Program, College of Health Sciences, Bowen University, Iwo, Nigeria, and Department of Pharmaceutical Microbiology, Faculty of Pharmacy, Ahmadu Bello University, Zaria, Nigeria, E-mail: dadarotimi@ 123456hotmail.com . Chukwuemeka C. Nwimo, Department of Clinical Medicine, College of Medicine, University of Ibadan, Oyo, Nigeria, E-mail: emeka.nwimo@ 123456gmail.com . Akinlolu Adepoju, Department of Pediatrics, College of Medicine, University of Ibadan, Oyo, Nigeria, E-mail: adepojuakinlolua@ 123456yahoo.com . Oluwafemi Popoola, Department of Community Medicine, Faculty of Public Health, College of Medicine, University of Ibadan, Oyo, Nigeria, E-mail: drpopee@ 123456gmail.com . Gordon Dougan, Wellcome Sanger Institute, Saffron Walden, United Kingdom, and Department of Medicine, University of Cambridge, Cambridge, United Kingdom, E-mail: gd312@ 123456medschl.cam.ac.uk . Nicholas R. Thomson, Wellcome Sanger Institute, Saffron Walden, United Kingdom, E-mail: nrt@ 123456sanger.ac.uk .

                [* ]Address correspondence to Iruka N. Okeke, Department of Pharmaceutical Microbiology, Faculty of Pharmacy, University of Ibadan, Oyo State, 200284 Nigeria. E-mail: iruka.n.okeke@ 123456gmail.com
                Article
                tpmd220618
                10.4269/ajtmh.22-0618
                10793065
                37903436
                427aa722-1202-4e74-b9c9-873efd1ff1d3
                © The author(s)

                This is an open-access article distributed under the terms of the Creative Commons Attribution (CC-BY) License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 26 September 2022
                : 14 August 2023
                Page count
                Pages: 10
                Funding
                Funded by: Bill and Melinda Gates Foundation
                Award ID: INV-036234
                Categories
                Research Article

                Infectious disease & Microbiology
                Infectious disease & Microbiology

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