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Pediatric Acute Lymphoblastic Leukemia Patients Exhibit Distinctive Alterations in the Gut Microbiota
Previous studies have shown that gut microbiota can affect human immune system in many ways. Our aim was to investigate quantitative differences in fecal bacterial compositions of childhood acute lymphoblastic leukemia (ALL) patients compared to those of healthy children, so as to identify individua...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7596659/ https://www.ncbi.nlm.nih.gov/pubmed/33178621 http://dx.doi.org/10.3389/fcimb.2020.558799 |
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author | Liu, Xiaoming Zou, Yao Ruan, Min Chang, Lixian Chen, Xiaojuan Wang, Shuchun Yang, Wenyu Zhang, Li Guo, Ye Chen, Yumei Zhang, Yingchi He, Hongrui Gan, Yu Wang, Kejian Zhu, Xiaofan |
author_facet | Liu, Xiaoming Zou, Yao Ruan, Min Chang, Lixian Chen, Xiaojuan Wang, Shuchun Yang, Wenyu Zhang, Li Guo, Ye Chen, Yumei Zhang, Yingchi He, Hongrui Gan, Yu Wang, Kejian Zhu, Xiaofan |
author_sort | Liu, Xiaoming |
collection | PubMed |
description | Previous studies have shown that gut microbiota can affect human immune system in many ways. Our aim was to investigate quantitative differences in fecal bacterial compositions of childhood acute lymphoblastic leukemia (ALL) patients compared to those of healthy children, so as to identify individual bacterial species that are related to the etiology of ALL. We recruited 81 subjects, including 58 patients with ALL and 23 healthy controls. Fecal samples were collected and examined by 16S rRNA quantitative arrays and bioinformatics analysis. Both Principal Coordinates Analysis (PCoA) and Non-metric Multidimensional scaling (NMDS) demonstrated that the microbial composition of ALL patients deviated from the tight cluster of healthy controls. Multiple bacterial species exhibited significant changes (e.g., Roseburia faecis, Edwardsiella tarda, and Fusobacterium naviforme) in the ALL samples. Some of the differentially abundant taxa were correlated with the level of interleukin-10. The ALL cases could be efficiently distinguished from healthy controls by the random forest model based on differential species (area under ROC curve = 0.843). Taken together, the composition of gut microbiota differed from healthy controls to pediatric ALL patients. Our study identified a series of ALL-related species in the gut microbiota, providing a new direction for future studies aiming to understand the host-gut microbiota interplay in ALL pathogenesis. |
format | Online Article Text |
id | pubmed-7596659 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75966592020-11-10 Pediatric Acute Lymphoblastic Leukemia Patients Exhibit Distinctive Alterations in the Gut Microbiota Liu, Xiaoming Zou, Yao Ruan, Min Chang, Lixian Chen, Xiaojuan Wang, Shuchun Yang, Wenyu Zhang, Li Guo, Ye Chen, Yumei Zhang, Yingchi He, Hongrui Gan, Yu Wang, Kejian Zhu, Xiaofan Front Cell Infect Microbiol Cellular and Infection Microbiology Previous studies have shown that gut microbiota can affect human immune system in many ways. Our aim was to investigate quantitative differences in fecal bacterial compositions of childhood acute lymphoblastic leukemia (ALL) patients compared to those of healthy children, so as to identify individual bacterial species that are related to the etiology of ALL. We recruited 81 subjects, including 58 patients with ALL and 23 healthy controls. Fecal samples were collected and examined by 16S rRNA quantitative arrays and bioinformatics analysis. Both Principal Coordinates Analysis (PCoA) and Non-metric Multidimensional scaling (NMDS) demonstrated that the microbial composition of ALL patients deviated from the tight cluster of healthy controls. Multiple bacterial species exhibited significant changes (e.g., Roseburia faecis, Edwardsiella tarda, and Fusobacterium naviforme) in the ALL samples. Some of the differentially abundant taxa were correlated with the level of interleukin-10. The ALL cases could be efficiently distinguished from healthy controls by the random forest model based on differential species (area under ROC curve = 0.843). Taken together, the composition of gut microbiota differed from healthy controls to pediatric ALL patients. Our study identified a series of ALL-related species in the gut microbiota, providing a new direction for future studies aiming to understand the host-gut microbiota interplay in ALL pathogenesis. Frontiers Media S.A. 2020-10-16 /pmc/articles/PMC7596659/ /pubmed/33178621 http://dx.doi.org/10.3389/fcimb.2020.558799 Text en Copyright © 2020 Liu, Zou, Ruan, Chang, Chen, Wang, Yang, Zhang, Guo, Chen, Zhang, He, Gan, Wang and Zhu. http://creativecommons.org/licenses/by/4.0/ 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. |
spellingShingle | Cellular and Infection Microbiology Liu, Xiaoming Zou, Yao Ruan, Min Chang, Lixian Chen, Xiaojuan Wang, Shuchun Yang, Wenyu Zhang, Li Guo, Ye Chen, Yumei Zhang, Yingchi He, Hongrui Gan, Yu Wang, Kejian Zhu, Xiaofan Pediatric Acute Lymphoblastic Leukemia Patients Exhibit Distinctive Alterations in the Gut Microbiota |
title | Pediatric Acute Lymphoblastic Leukemia Patients Exhibit Distinctive Alterations in the Gut Microbiota |
title_full | Pediatric Acute Lymphoblastic Leukemia Patients Exhibit Distinctive Alterations in the Gut Microbiota |
title_fullStr | Pediatric Acute Lymphoblastic Leukemia Patients Exhibit Distinctive Alterations in the Gut Microbiota |
title_full_unstemmed | Pediatric Acute Lymphoblastic Leukemia Patients Exhibit Distinctive Alterations in the Gut Microbiota |
title_short | Pediatric Acute Lymphoblastic Leukemia Patients Exhibit Distinctive Alterations in the Gut Microbiota |
title_sort | pediatric acute lymphoblastic leukemia patients exhibit distinctive alterations in the gut microbiota |
topic | Cellular and Infection Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7596659/ https://www.ncbi.nlm.nih.gov/pubmed/33178621 http://dx.doi.org/10.3389/fcimb.2020.558799 |
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