medRxiv · 2021 · 23 citations · 47 references
Life SciencesGynecologyMicrobiologyInfertilityMicrobial EcologyMicrobiome ResearchMetagenomic AnalysisMicrobial Community ProfilingMicrobiome BiomarkersMicrobiome CompositionMicrobiome DiversityMicrobiome DysbiosisAssisted Reproduction TechniquesBiochemical Pregnancy CorrelationBiochemical Pregnancy DetectionEndometrial MicrobiomeGut Microbiota CompositionLive Birth Outcome AssessmentReproductive Outcome Assessment
ABSTRACT Background Previous evidence indicates associations between the female reproductive tract microbiome composition and reproductive outcome in infertile patients undergoing assisted reproduction. We aimed to determine whether the endometrial microbiota composition is associated with reproductive outcomes of live birth, biochemical pregnancy, clinical miscarriage, or no pregnancy. Methods Here we present a multicentre prospective observational study using 16S rRNA gene sequencing to analyse endometrial fluid and biopsy samples before embryo transfer in a cohort of 342 infertile patients asymptomatic for infection undergoing assisted reproductive treatments. Results A dysbiotic endometrial microbiota profile composed of Atopobium, Bifidobacterium, Chryseobacterium, Gardnerella, Haemophilus, Klebsiella, Neisseria, Staphylococcus and Streptococcus was associated with unsuccessful outcomes. In contrast, Lactobacillus was consistently enriched in patients with live birth outcomes. Conclusions Our findings indicate that endometrial microbiota composition before embryo transfer is a useful biomarker to predict reproductive outcome, offering an opportunity to further improve diagnosis and treatment strategies.
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SciPy 1.0: fundamental algorithms for scientific computing in Python
Nature Methods · 2020 · 37.9K citations · Full text
The Statistical Analysis of Compositional Data
Gregory F. Piepel, J. Aitchison · Technometrics · 1988 · 3.4K citations