Vaginal microbiome and metabolome highlight specific signatures of bacterial vaginosis

被引:114
作者
Vitali, B. [1 ]
Cruciani, F. [1 ]
Picone, G. [2 ]
Parolin, C. [1 ]
Donders, G. [3 ,4 ]
Laghi, L. [2 ]
机构
[1] Univ Bologna, Dept Pharm & Biotechnol, I-40127 Bologna, Italy
[2] Univ Bologna, Dept Agrofood Sci & Technol, I-47522 Cesena, Italy
[3] Gen Hosp Heilig Hart, Dept Obstet & Gynecol, B-3300 Tienen, Belgium
[4] Univ Antwerp Hosp, B-2650 Edegem, Belgium
关键词
REAL-TIME PCR; GRADIENT GEL-ELECTROPHORESIS; GROUP-SPECIFIC PRIMERS; GENITAL-TRACT; GARDNERELLA-VAGINALIS; PREDOMINANT BACTERIA; QUALITY-CONTROL; HUMAN FECES; GRAM STAIN; INFECTION;
D O I
10.1007/s10096-015-2490-y
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
In this study, we sought to find novel bacterial and metabolic hallmarks for bacterial vaginosis (BV). We studied the vaginal microbiome and metabolome of vaginal fluids from BV-affected patients (n = 43) and healthy controls (n = 37) by means of an integrated approach based on quantitative polymerase chain reaction (qPCR) and proton nuclear magnetic resonance (H-1-NMR). The correlations between the clinical condition and vaginal bacterial communities were investigated by principal component analysis (PCA). To define the metabolomics signatures of BV, 100 discriminant analysis by projection on latent structure (PLS-DA) models were calculated. Bacterial signatures distinguishing the health condition and BV were identified by qPCR. Lactobacillus crispatus strongly featured the healthy vagina, while increased concentrations of Prevotella, Atopobium and Mycoplasma hominis specifically marked the infection. H-1-NMR analysis has led to the identification and quantification of 17 previously unreported molecules. BV was associated with changes in the concentration of metabolites belonging to the families of amines, organic acids, short chain fatty acids, amino acids, nitrogenous bases and monosaccharides. In particular, maltose, kynurenine and NAD(+) primarily characterised the healthy status, while nicotinate, malonate and acetate were the best metabolic hallmarks of BV. This study helps to better understand the role of the vaginal microbiota and metabolome in the development of BV infection. We propose a molecular approach for the diagnosis of BV based on quantitative detection in the vaginal fluids of Atopobium, Prevotella and M. hominis, and nicotinate, malonate and acetate by combining qPCR and H-1-NMR.
引用
收藏
页码:2367 / 2376
页数:10
相关论文
共 50 条
[21]   Selection and identification of anaerobic lactobacilli producing inhibitory compounds against vaginal pathogens [J].
Kaewsrichan, Jasadee ;
Peeyananjarassri, Krantarat ;
Kongprasertkit, Jaturavit .
FEMS IMMUNOLOGY AND MEDICAL MICROBIOLOGY, 2006, 48 (01) :75-83
[22]   CONTROL OF THE MICROBIAL-FLORA OF THE VAGINA BY H2O2-GENERATING LACTOBACILLI [J].
KLEBANOFF, SJ ;
HILLIER, SL ;
ESCHENBACH, DA ;
WALTERSDORPH, AM .
JOURNAL OF INFECTIOUS DISEASES, 1991, 164 (01) :94-100
[23]   Rifaximin Modulates the Vaginal Microbiome and Metabolome in Women Affected by Bacterial Vaginosis [J].
Laghi, Luca ;
Picone, Gianfranco ;
Cruciani, Federica ;
Brigidi, Patrizia ;
Calanni, Fiorella ;
Donders, Gilbert ;
Capozzi, Francesco ;
Vitali, Beatrice .
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY, 2014, 58 (06) :3411-3420
[24]   The vaginal microbiome: new information about genital tract flora using molecular based techniques [J].
Lamont, R. F. ;
Sobel, J. D. ;
Akins, R. A. ;
Hassan, S. S. ;
Chaiworapongsa, T. ;
Kusanovic, J. P. ;
Romero, R. .
BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY, 2011, 118 (05) :533-549
[25]   Optimal Choice of Baseline Correction for Multivariate Calibration of Spectra [J].
Liland, Kristian Hovde ;
Almoy, Trygve ;
Mevik, Bjorn-Helge .
APPLIED SPECTROSCOPY, 2010, 64 (09) :1007-1016
[26]   Molecular analysis of the diversity of vaginal microbiota associated with bacterial vaginosis [J].
Ling, Zongxin ;
Kong, Jianming ;
Liu, Fang ;
Zhu, Haibin ;
Chen, Xiaoyi ;
Wang, Yuezhu ;
Li, Lanjuan ;
Nelson, Karen E. ;
Xia, Yaxian ;
Xiang, Charlie .
BMC GENOMICS, 2010, 11
[27]   At the crossroads of vaginal health and disease, the genome sequence of Lactobacillus iners AB-1 [J].
Macklaim, Jean M. ;
Gloor, Gregory B. ;
Anukam, Kingsley C. ;
Cribby, Sarah ;
Reid, Gregor .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 :4688-4695
[28]   Use of 16S rRNA gene-targeted group-specific primers for real-time PCR analysis of predominant bacteria in human feces [J].
Matsuki, T ;
Watanabe, K ;
Fujimoto, J ;
Takada, T ;
Tanaka, R .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2004, 70 (12) :7220-7228
[29]   Development of 16S rRNA-gene-targeted group-specific primers for the detection and identification of predominant bacteria in human feces [J].
Matsuki, T ;
Watanabe, K ;
Fujimoto, J ;
Miyamoto, Y ;
Takada, T ;
Matsumoto, K ;
Oyaizu, H ;
Tanaka, R .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2002, 68 (11) :5445-5451
[30]   The Effects of Commensal Bacteria on Innate Immune Responses in the Female Genital Tract [J].
Mirmonsef, Paria ;
Gilbert, Douglas ;
Zariffard, Mohammad R. ;
Hamaker, Bruce R. ;
Kaur, Amandeep ;
Landay, Alan L. ;
Spear, Greg T. .
AMERICAN JOURNAL OF REPRODUCTIVE IMMUNOLOGY, 2011, 65 (03) :190-195