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      Antibiotic and antifungal use in pediatric leukemia and lymphoma patients are associated with increasing opportunistic pathogens and decreasing bacteria responsible for activities that enhance colonic defense

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          Abstract

          Due to decreased immunity, both antibiotics and antifungals are regularly used in pediatric hematologic-cancer patients as a means to prevent severe infections and febrile neutropenia. The general effect of antibiotics on the human gut microbiome is profound, yielding decreased diversity and changes in community structure. However, the specific effect on pediatric oncology patients is not well-studied. The effect of antifungal use is even less understood, having been studied only in mouse models. Because the composition of the gut microbiome is associated with regulation of hematopoiesis, immune function and gastrointestinal integrity, changes within the patient gut can have implications for the clinical management of hematologic malignancies. The pediatric population is particularly challenging because the composition of the microbiome is age dependent, with some of the most pronounced changes occurring in the first three years of life. We investigated how antibiotic and antifungal use shapes the taxonomic composition of the stool microbiome in pediatric patients with leukemia and lymphoma, as inferred from both 16S rRNA and metagenome data. Associations with age, antibiotic use and antifungal use were investigated using multiple analysis methods. In addition, multivariable differential abundance was used to identify and assess specific taxa that were associated with multiple variables. Both antibiotics and antifungals were linked to a general decline in diversity in stool samples, which included a decrease in relative abundance in butyrate producers that play a critical role in host gut physiology ( e.g., Faecalibacterium, Anaerostipes, Dorea, Blautia),. Furthermore, antifungal use was associated with a significant increase in relative abundance of opportunistic pathogens. Collectively, these findings have important implications for the treatment of leukemia and lymphoma patients. Butyrate is important for gastrointestinal integrity; it inhibits inflammation, reinforces colonic defense, mucosal immunity. and decreases oxidative stress. The routine use of broad-spectrum anti-infectives in pediatric oncology patients could simultaneously contribute to a decline in gastrointestinal integrity and colonic defense while promoting increases in opportunistic pathogens within the patient gut. Because the gut microbiome has been linked to both short-term clinical outcomes, and longer-lasting health effects, systematic characterization of the gut microbiome in pediatric patients during, and beyond, treatment is warranted.

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          Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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            Trimmomatic: a flexible trimmer for Illumina sequence data

            Motivation: Although many next-generation sequencing (NGS) read preprocessing tools already existed, we could not find any tool or combination of tools that met our requirements in terms of flexibility, correct handling of paired-end data and high performance. We have developed Trimmomatic as a more flexible and efficient preprocessing tool, which could correctly handle paired-end data. Results: The value of NGS read preprocessing is demonstrated for both reference-based and reference-free tasks. Trimmomatic is shown to produce output that is at least competitive with, and in many cases superior to, that produced by other tools, in all scenarios tested. Availability and implementation: Trimmomatic is licensed under GPL V3. It is cross-platform (Java 1.5+ required) and available at http://www.usadellab.org/cms/index.php?page=trimmomatic Contact: usadel@bio1.rwth-aachen.de Supplementary information: Supplementary data are available at Bioinformatics online.
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              Fast gapped-read alignment with Bowtie 2.

              As the rate of sequencing increases, greater throughput is demanded from read aligners. The full-text minute index is often used to make alignment very fast and memory-efficient, but the approach is ill-suited to finding longer, gapped alignments. Bowtie 2 combines the strengths of the full-text minute index with the flexibility and speed of hardware-accelerated dynamic programming algorithms to achieve a combination of high speed, sensitivity and accuracy.
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                Author and article information

                Contributors
                Journal
                Front Cell Infect Microbiol
                Front Cell Infect Microbiol
                Front. Cell. Infect. Microbiol.
                Frontiers in Cellular and Infection Microbiology
                Frontiers Media S.A.
                2235-2988
                27 July 2022
                2022
                : 12
                : 924707
                Affiliations
                [1] 1 Department of Pediatrics, Division of Hematology and Oncology, Izaak Walton Killam (IWK) Health , Halifax, NS, Canada
                [2] 2 Department of Biology, Dalhousie University , Halifax, NS, Canada
                [3] 3 Institute for Comparative Genomics, Dalhousie University , Halifax, NS, Canada
                [4] 4 Department of Pharmacy, IWK Health , Halifax, NS, Canada
                [5] 5 Faculty of Health Professions, Dalhousie University , Halifax, NS, Canada
                [6] 6 Faculty of Medicine, Dalhousie University , Halifax, NS, Canada
                [7] 7 Department of Pathology, Dalhousie University , Halifax, NS, Canada
                [8] 8 Department of Mathematics & Statistics, Dalhousie University , Halifax, NS, Canada
                [9] 9 Department of Pharmacology, Faculty of Medicine, Dalhousie University , Halifax, NS, Canada
                [10] 10 Department of Paediatric Gastroenterology and Nutrition, Emma Children’s Hospital, Amsterdam University Medical Centers , Amsterdam, Netherlands
                [11] 11 Tytgat Institute for Liver and Intestinal Research, Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centers, University of Amsterdam , Amsterdam, Netherlands
                Author notes

                Edited by: Wayne Young, AgResearch Ltd, New Zealand

                Reviewed by: Christina Frances Butowski, AgResearch Ltd, New Zealand; Lifeng Zhu, Nanjing Normal University, China; Halina Elisabeth Tegetmeyer, AgResearch, New Zealand

                *Correspondence: Ketan Kulkarni, ketan.kulkarni@ 123456iwk.nshealth.ca

                †These authors share first authorship

                This article was submitted to Microbiome in Health and Disease, a section of the journal Frontiers in Cellular and Infection Microbiology

                Article
                10.3389/fcimb.2022.924707
                9363618
                35967843
                67965d41-d35c-484f-bc39-186d1ff2a16e
                Copyright © 2022 Dunn, MacDonald, Rodrigues, Forbrigger, Bielawski, Langille, Van Limbergen and Kulkarni

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 20 April 2022
                : 06 July 2022
                Page count
                Figures: 4, Tables: 6, Equations: 0, References: 98, Pages: 18, Words: 10606
                Funding
                Funded by: Nova Scotia Health Research Foundation , doi 10.13039/501100000194;
                Funded by: Beatrice Hunter Cancer Research Institute , doi 10.13039/100007669;
                Funded by: IWK Health Centre , doi 10.13039/501100009415;
                Funded by: W. Garfield Weston Foundation , doi 10.13039/501100000243;
                Categories
                Cellular and Infection Microbiology
                Original Research

                Infectious disease & Microbiology
                leukemia,lymphoma,pediatric,microbiome,antibiotics,antifungals
                Infectious disease & Microbiology
                leukemia, lymphoma, pediatric, microbiome, antibiotics, antifungals

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