1. VMAP: Vaginal Microbiome Atlas during Pregnancy
- Author
-
Parraga-Leo, Antonio, Oskotsky, Tomiko T, Oskotsky, Boris, Wibrand, Camilla, Roldan, Alennie, Tang, Alice S, Ha, Connie WY, Wong, Ronald J, Minot, Samuel S, Andreoletti, Gaia, Kosti, Idit, Theis, Kevin R, Ng, Sherrianne, Lee, Yun S, Diaz-Gimeno, Patricia, Bennett, Phillip R, MacIntyre, David A, Lynch, Susan V, Romero, Roberto, Tarca, Adi L, Stevenson, David K, Aghaeepour, Nima, Golob, Jonathan L, and Sirota, Marina
- Subjects
Health Services and Systems ,Health Sciences ,Contraception/Reproduction ,Women's Health ,Human Genome ,Pregnancy ,Pediatric ,Genetics ,Microbiome ,Maternal Health ,Good Health and Well Being ,bioinformatics ,16S rRNA sequencing ,microbiome ,visualization ,data integration ,Health services and systems - Abstract
ObjectivesTo enable interactive visualization of the vaginal microbiome across the pregnancy and facilitate discovery of novel insights and generation of new hypotheses.Material and methodsVaginal Microbiome Atlas during Pregnancy (VMAP) was created with R shiny to generate visualizations of structured vaginal microbiome data from multiple studies.ResultsVMAP (http://vmapapp.org) visualizes 3880 vaginal microbiome samples of 1402 pregnant individuals from 11 studies, aggregated via open-source tool MaLiAmPi. Visualized features include diversity measures, VALENCIA community state types, and composition (phylotypes, taxonomy) that can be filtered by various categories.DiscussionThis work represents one of the largest and most geographically diverse aggregations of the vaginal microbiome in pregnancy to date and serves as a user-friendly resource to further analyze vaginal microbiome data and better understand pregnancies and associated outcomes.ConclusionVMAP can be obtained from https://github.com/msirota/vmap.git and is currently deployed as an online app for non-R users.
- Published
- 2024