The Gut Microbiome Signatures Discriminate Healthy From Pulmonary Tuberculosis Patients

被引:107
作者
Hu, Yongfei [1 ,2 ]
Feng, Yuqing [2 ]
Wu, Jiannan [3 ]
Liu, Fei [2 ]
Zhang, Zhiguo [4 ]
Hao, Yanan [2 ]
Liang, Shihao [2 ]
Li, Boxing [2 ]
Li, Jing [2 ]
Lv, Na [2 ]
Xu, Yuhui [5 ]
Zhu, Baoli [2 ,6 ,7 ]
Sun, Zhaogang [3 ]
机构
[1] China Agr Univ, Coll Anim Sci & Technol, State Key Lab Anim Nutr, Beijing, Peoples R China
[2] Chinese Acad Sci, Inst Microbiol, CAS Key Lab Pathogen Microbiol & Immunol, Beijing, Peoples R China
[3] Capital Med Univ, Beijing Chest Hosp, Translat Med Res Ctr, Beijing, Peoples R China
[4] TB Control Inst Changping Dist, Dept Lab Med, Beijing, Peoples R China
[5] China Acad Chinese Med Sci, Inst Chinese Mat Med, Beijing, Peoples R China
[6] Zhejiang Univ, Affiliated Hosp 1, Collaborat Innovat Ctr Diag & Treatment Infect Di, Hangzhou, Zhejiang, Peoples R China
[7] Southwest Med Univ, Sch Basic Med Sci, Dept Pathogen Biol, Luzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
human gut microbiota; tuberculosis; metagenomic sequencing; microbial diversity; metabolic potential; RESISTANT TUBERCULOSIS; PROFILING REVEALS; AUTISM; RISK; AXIS;
D O I
10.3389/fcimb.2019.00090
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Cross talk occurs between the human gut and the lung through a gut-lung axis involving the gut microbiota. However, the signatures of the human gut microbiota after active Mycobacterium tuberculosis infection have not been fully understood. Here, we investigated changes in the gut microbiota in tuberculosis (TB) patients by shotgun sequencing the gut microbiomes of 31 healthy controls and 46 patients. We observed a dramatic changes in gut microbiota in tuberculosis patients as reflected by significant decreases in species number and microbial diversity. The gut microbiota of TB patients were mostly featured by the striking decrease of short-chain fatty acids (SCFAs)-producing bacteria as well as associated metabolic pathways. A classification model based on the abundance of three species, Haemophilus parainfluenzae, Roseburia inulinivorans, and Roseburia hominis, performed well for discriminating between healthy and diseased patients. Additionally, the healthy and diseased states can be distinguished by SNPs in the species of B. vulgatus. We present a comprehensive profile of changes in the microbiota in clinical TB patients. Our findings will shed light on the design of future diagnoses and treatments for M. tuberculosis infections.
引用
收藏
页数:8
相关论文
共 36 条
[1]   Low gut microbiota diversity in early infancy precedes asthma at school age [J].
Abrahamsson, T. R. ;
Jakobsson, H. E. ;
Andersson, A. F. ;
Bjorksten, B. ;
Engstrand, L. ;
Jenmalm, M. C. .
CLINICAL AND EXPERIMENTAL ALLERGY, 2014, 44 (06) :842-850
[2]   Metabolic Reconstruction for Metagenomic Data and Its Application to the Human Microbiome [J].
Abubucker, Sahar ;
Segata, Nicola ;
Goll, Johannes ;
Schubert, Alyxandria M. ;
Izard, Jacques ;
Cantarel, Brandi L. ;
Rodriguez-Mueller, Beltran ;
Zucker, Jeremy ;
Thiagarajan, Mathangi ;
Henrissat, Bernard ;
White, Owen ;
Kelley, Scott T. ;
Methe, Barbara ;
Schloss, Patrick D. ;
Gevers, Dirk ;
Mitreva, Makedonka ;
Huttenhower, Curtis .
PLOS COMPUTATIONAL BIOLOGY, 2012, 8 (06)
[3]  
[Anonymous], GLOB TUB REP 2016
[4]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[5]   Biomarkers and immune-modulating therapies for Type 2 diabetes [J].
Brooks-Worrell, Barbara ;
Narla, Radhika ;
Palmer, Jerry P. .
TRENDS IN IMMUNOLOGY, 2012, 33 (11) :546-553
[6]   Emerging pathogenic links between microbiota and the gut-lung axis [J].
Budden, Kurtis F. ;
Gellatly, Shaan L. ;
Wood, David L. A. ;
Cooper, Matthew A. ;
Morrison, Mark ;
Hugenholtz, Philip ;
Hansbro, Philip M. .
NATURE REVIEWS MICROBIOLOGY, 2017, 15 (01) :55-63
[7]   The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of pathway/genome databases [J].
Caspi, Ron ;
Billington, Richard ;
Ferrer, Luciana ;
Foerster, Hartmut ;
Fulcher, Carol A. ;
Keseler, Ingrid M. ;
Kothari, Anamika ;
Krummenacker, Markus ;
Latendresse, Mario ;
Mueller, Lukas A. ;
Ong, Quang ;
Paley, Suzanne ;
Subhraveti, Pallavi ;
Weaver, Daniel S. ;
Karp, Peter D. .
NUCLEIC ACIDS RESEARCH, 2016, 44 (D1) :D471-D480
[8]   The gut-lung axis in tuberculosis [J].
Cervantes, Jorge ;
Hong, Bo-young .
PATHOGENS AND DISEASE, 2017, 75 (08)
[9]   Gut-liver axis: The impact of gut microbiota on non alcoholic fatty liver disease [J].
Compare, D. ;
Coccoli, P. ;
Rocco, A. ;
Nardone, O. M. ;
De Maria, S. ;
Carteni, M. ;
Nardone, G. .
NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2012, 22 (06) :471-476
[10]   Tuberculosis and diabetes mellitus: convergence of two epidemics [J].
Dooley, Kelly E. ;
Chaisson, Richard E. .
LANCET INFECTIOUS DISEASES, 2009, 9 (12) :737-746