Cargando…
Alterations in the gut microbiota of AIDS patients with pneumocystis pneumonia and correlations with the lung microbiota
BACKGROUND: Due to the inability to be cultured in vitro, the biological characteristics and pathogenicity of Pneumocystis jirovecii remain unclear. Intestinal microflora disorder is related to the occurrence and development of various pulmonary diseases. This work explores the pathogenesis of pneum...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9634167/ https://www.ncbi.nlm.nih.gov/pubmed/36339339 http://dx.doi.org/10.3389/fcimb.2022.1033427 |
_version_ | 1784824410721484800 |
---|---|
author | Zhu, Mingli Liu, Sai Zhao, Chenfei Shi, Jinchuan Li, Chaodan Ling, Shisheng Cheng, Jianghao Dong, Wenkun Xu, Jiru |
author_facet | Zhu, Mingli Liu, Sai Zhao, Chenfei Shi, Jinchuan Li, Chaodan Ling, Shisheng Cheng, Jianghao Dong, Wenkun Xu, Jiru |
author_sort | Zhu, Mingli |
collection | PubMed |
description | BACKGROUND: Due to the inability to be cultured in vitro, the biological characteristics and pathogenicity of Pneumocystis jirovecii remain unclear. Intestinal microflora disorder is related to the occurrence and development of various pulmonary diseases. This work explores the pathogenesis of pneumocystis pneumonia (PCP) in acquired immune deficiency syndrome (AIDS) patients from a microbiome perspective, to provide better strategies for the diagnosis, treatment, and prevention of PCP. METHODS: Subjects were divided into three groups: human immunodeficiency virus (HIV)-infected patients combined with PCP, HIV-infected patients without PCP, and HIV-negative. Stool and bronchoalveolar lavage fluid (BALF) samples were collected, total DNA was extracted, and 16S rRNA high-throughput sequencing was performed using an Illumina MiSeq platform. PICRUSt and BugBase were used to predict microflora functions, and correlation analysis of intestinal and lung bacterial flora was conducted. RESULTS: Compared with the HIV- group, prevotella and another 21 genera in the intestinal microbiome were statistically different in the HIV+ group; 25 genera including Escherichia-Shigella from HIV+PCP+ group were statistically different from HIV+PCP- group. The abundance of Genera such as Porphyromonas was positively or negatively correlated with CD16/CD56+ (μL). Compared with the HIV- group, identification efficiency based on area under the curve (AUC) >0.7 for the HIV+ group identified seven genera in the gut microbiota, including Enterococcus (total AUC = 0.9519). Compared with the HIV+PCP- group, there were no bacteria with AUC >0.7 in the lung or intestine of the HIV+PCP+ group. The number of shared bacteria between BALF and fecal samples was eight species in the HIV- group, 109 species in PCP- patients, and 228 species in PCP+ patients, according to Venn diagram analysis. Changes in various clinical indicators and blood parameters were also closely related to the increase or decrease in the abundance of intestinal and pulmonary bacteria, respectively. CONCLUSIONS: HIV infection and PCP significantly altered the species composition of lung and intestinal microbiomes, HIV infection also significantly affected intestinal microbiome gene functions, and PCP exacerbated the changes. The classification model can be used to distinguish HIV+ from HIV- patients, but the efficiency of bacterial classification was poor between PCP+ and PCP- groups. The microbiomes in the lung and gut were correlated to some extent, providing evidence for the existence of a lung-gut axis, revealing a potential therapeutic target in patients with HIV and PCP. |
format | Online Article Text |
id | pubmed-9634167 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96341672022-11-05 Alterations in the gut microbiota of AIDS patients with pneumocystis pneumonia and correlations with the lung microbiota Zhu, Mingli Liu, Sai Zhao, Chenfei Shi, Jinchuan Li, Chaodan Ling, Shisheng Cheng, Jianghao Dong, Wenkun Xu, Jiru Front Cell Infect Microbiol Cellular and Infection Microbiology BACKGROUND: Due to the inability to be cultured in vitro, the biological characteristics and pathogenicity of Pneumocystis jirovecii remain unclear. Intestinal microflora disorder is related to the occurrence and development of various pulmonary diseases. This work explores the pathogenesis of pneumocystis pneumonia (PCP) in acquired immune deficiency syndrome (AIDS) patients from a microbiome perspective, to provide better strategies for the diagnosis, treatment, and prevention of PCP. METHODS: Subjects were divided into three groups: human immunodeficiency virus (HIV)-infected patients combined with PCP, HIV-infected patients without PCP, and HIV-negative. Stool and bronchoalveolar lavage fluid (BALF) samples were collected, total DNA was extracted, and 16S rRNA high-throughput sequencing was performed using an Illumina MiSeq platform. PICRUSt and BugBase were used to predict microflora functions, and correlation analysis of intestinal and lung bacterial flora was conducted. RESULTS: Compared with the HIV- group, prevotella and another 21 genera in the intestinal microbiome were statistically different in the HIV+ group; 25 genera including Escherichia-Shigella from HIV+PCP+ group were statistically different from HIV+PCP- group. The abundance of Genera such as Porphyromonas was positively or negatively correlated with CD16/CD56+ (μL). Compared with the HIV- group, identification efficiency based on area under the curve (AUC) >0.7 for the HIV+ group identified seven genera in the gut microbiota, including Enterococcus (total AUC = 0.9519). Compared with the HIV+PCP- group, there were no bacteria with AUC >0.7 in the lung or intestine of the HIV+PCP+ group. The number of shared bacteria between BALF and fecal samples was eight species in the HIV- group, 109 species in PCP- patients, and 228 species in PCP+ patients, according to Venn diagram analysis. Changes in various clinical indicators and blood parameters were also closely related to the increase or decrease in the abundance of intestinal and pulmonary bacteria, respectively. CONCLUSIONS: HIV infection and PCP significantly altered the species composition of lung and intestinal microbiomes, HIV infection also significantly affected intestinal microbiome gene functions, and PCP exacerbated the changes. The classification model can be used to distinguish HIV+ from HIV- patients, but the efficiency of bacterial classification was poor between PCP+ and PCP- groups. The microbiomes in the lung and gut were correlated to some extent, providing evidence for the existence of a lung-gut axis, revealing a potential therapeutic target in patients with HIV and PCP. Frontiers Media S.A. 2022-10-21 /pmc/articles/PMC9634167/ /pubmed/36339339 http://dx.doi.org/10.3389/fcimb.2022.1033427 Text en Copyright © 2022 Zhu, Liu, Zhao, Shi, Li, Ling, Cheng, Dong and Xu https://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 Zhu, Mingli Liu, Sai Zhao, Chenfei Shi, Jinchuan Li, Chaodan Ling, Shisheng Cheng, Jianghao Dong, Wenkun Xu, Jiru Alterations in the gut microbiota of AIDS patients with pneumocystis pneumonia and correlations with the lung microbiota |
title | Alterations in the gut microbiota of AIDS patients with pneumocystis pneumonia and correlations with the lung microbiota |
title_full | Alterations in the gut microbiota of AIDS patients with pneumocystis pneumonia and correlations with the lung microbiota |
title_fullStr | Alterations in the gut microbiota of AIDS patients with pneumocystis pneumonia and correlations with the lung microbiota |
title_full_unstemmed | Alterations in the gut microbiota of AIDS patients with pneumocystis pneumonia and correlations with the lung microbiota |
title_short | Alterations in the gut microbiota of AIDS patients with pneumocystis pneumonia and correlations with the lung microbiota |
title_sort | alterations in the gut microbiota of aids patients with pneumocystis pneumonia and correlations with the lung microbiota |
topic | Cellular and Infection Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9634167/ https://www.ncbi.nlm.nih.gov/pubmed/36339339 http://dx.doi.org/10.3389/fcimb.2022.1033427 |
work_keys_str_mv | AT zhumingli alterationsinthegutmicrobiotaofaidspatientswithpneumocystispneumoniaandcorrelationswiththelungmicrobiota AT liusai alterationsinthegutmicrobiotaofaidspatientswithpneumocystispneumoniaandcorrelationswiththelungmicrobiota AT zhaochenfei alterationsinthegutmicrobiotaofaidspatientswithpneumocystispneumoniaandcorrelationswiththelungmicrobiota AT shijinchuan alterationsinthegutmicrobiotaofaidspatientswithpneumocystispneumoniaandcorrelationswiththelungmicrobiota AT lichaodan alterationsinthegutmicrobiotaofaidspatientswithpneumocystispneumoniaandcorrelationswiththelungmicrobiota AT lingshisheng alterationsinthegutmicrobiotaofaidspatientswithpneumocystispneumoniaandcorrelationswiththelungmicrobiota AT chengjianghao alterationsinthegutmicrobiotaofaidspatientswithpneumocystispneumoniaandcorrelationswiththelungmicrobiota AT dongwenkun alterationsinthegutmicrobiotaofaidspatientswithpneumocystispneumoniaandcorrelationswiththelungmicrobiota AT xujiru alterationsinthegutmicrobiotaofaidspatientswithpneumocystispneumoniaandcorrelationswiththelungmicrobiota |