Nature Medicine · 2019 · 1K citations · 65 references
Life SciencesMaternal HealthMicrobiologyMetagenomicsMicrobiome ResearchPreterm BirthEtiology Of Preterm BirthInflammation In Preterm BirthMetagenomic AnalysisMicrobial Community ProfilingMicrobiome Data AnalysisRisk Factors For Preterm BirthCervicovaginal MicrobiomeCytokines In Preterm BirthHuman MicrobiomeInflammatory Cytokine ProfilesMicrobial Ecology Of PregnancyPregnancy MicrobiomePrevotella SpeciesProinflammatory Mediators
Preterm birth occurs in over 10 % of pregnancies worldwide, with marked disparities among populations and a disproportionate burden in women of African ancestry in the United States. This study introduces a community resource of approximately 12,000 ‘omics’ samples from the integrative Human Microbiome Project. The resource includes longitudinal 16S rRNA, metagenomic, metatranscriptomic, and cytokine profiles from 45 preterm and 90 term birth controls, enabling detailed microbiome analyses. Women who delivered preterm exhibited significantly lower vaginal Lactobacillus crispatus and higher levels of BVAB1, Sneathia amnii, TM7‑H1, Prevotella species, and nine additional taxa, with these taxa correlating with proinflammatory cytokines and the first genomes of BVAB1 and TM7‑H1 being described, underscoring new opportunities for preterm birth risk assessment.
Abstract The incidence of preterm birth exceeds 10% worldwide. There are significant disparities in the frequency of preterm birth among populations within countries, and women of African ancestry disproportionately bear the burden of risk in the United States. In the present study, we report a community resource that includes ‘omics’ data from approximately 12,000 samples as part of the integrative Human Microbiome Project. Longitudinal analyses of 16S ribosomal RNA, metagenomic, metatranscriptomic and cytokine profiles from 45 preterm and 90 term birth controls identified harbingers of preterm birth in this cohort of women predominantly of African ancestry. Women who delivered preterm exhibited significantly lower vaginal levels of Lactobacillus crispatus and higher levels of BVAB1, Sneathia amnii , TM7-H1, a group of Prevotella species and nine additional taxa. The first representative genomes of BVAB1 and TM7-H1 are described. Preterm-birth-associated taxa were correlated with proinflammatory cytokines in vaginal fluid. These findings highlight new opportunities for assessment of the risk of preterm birth.
65
Scikit-learn: Machine Learning in Python
Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text
UCHIME improves sensitivity and speed of chimera detection
R. C. Edgar, Brian J. Haas, José C. Clemente et al. · Bioinformatics · 2011 · 15.5K citations · Full text
Life Sciences, Biology, Microbiology +17
Vaginal microbiome of reproductive-age women
Jacques Ravel, Pawel Gajer, Zaid Abdo et al. · Proceedings of the National Academy of Sciences · 2010 · 4.2K citations
Life Sciences, Biology, Microbiology +14