![[feed]](/style/images/feed-icon-14x14.png){kind=icon}
Tools
Tools
Preview |
PDF (Preprint)
- Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
6MB |
![[thumbnail of Supplementary Material]](https://edoc.mdc-berlin.de/style/images/fileicons/other.png) | Other (Supplementary Material) |
| Item Type: | Preprint |
|---|---|
| Title: | Refined enterotyping reveals dysbiosis in global fecal metagenomes |
| Creators Name: | Keller, Marisa Isabell, Nishijima, Suguru, Podlesny, Daniel, Kim, Chan Yeong, Robbani, Shahriyar Mahdi, Schudoma, Christian, Fullam, Anthony, Schiller, Jonas, Letunic, Ivica, Akanni, Wasiu, Orakov, Askarbek, Schmidt, Thomas Sebastian, Marotta, Federico, Telzerow, Anja, Hazenbrink, Diënty H.M., Hercog, Rajna, Kandels, Stefanie, Schierwagen, Robert, Klein, Sabine, Brol, Maximilian Joseph, Gu, Wenyi, Uschner, Frank Erhard, Papp, Maria, Laleman, Wim, Shawcross, Debbie, Conraad, Minneke J., Jalan, Rajiv, Holtz Thorhauge, Katrine, Johansen, Stine, Thiele, Maja, Krag, Aleksander, Trebicka, Jonel, Kuhn, Michael, Van Rossum, Thea and Bork, Peer |
| Abstract: | Enterotypes describe human fecal microbiomes grouped by similarity into clusters of microbial community composition, often associated with disease, medications, diet, and lifestyle. Numbers and determinants of enterotypes have been derived by diverse frameworks and applied to cohorts that often lack diversity or inter-cohort comparability. To overcome these limitations, we selected 16,772 fecal metagenomes collected from 38 countries to revisit the enterotypes using state-of-the-art fuzzy clustering and found robust clustering regardless of underlying taxonomy, consistent with previous findings. Quantifying the strength of enterotype classifications enriched the enterotype landscape, also reflecting some continuity of microbial compositions. As the classification strength was associated with the patient’s health status, we established an “Enterotype Dysbiosis Score” (EDS) as a latent covariate for various diseases. This global study confirms the enterotypes, reveals a dysbiosis signal within the enterotype landscape, and enables robust classification of metagenomes with an online “Enterotyper” tool, allowing reproducible analysis in future studies. |
| Source: | bioRxiv |
| Publisher: | Cold Spring Harbor Laboratory Press |
| Article Number: | 2024.08.13.607711v3 |
| Date: | 23 September 2025 |
| Official Publication: | https://doi.org/10.1101/2024.08.13.607711 |
| Related to: |
Repository Staff Only: item control page
