@mruehlemann @pam_ferretti @PLOSCompBiol Thanks! The proportion of misassemblies is highest for the longest and the shortest contigs. See Fig D in the supplemental
Excited to share our latest article published in @ploscompbiol: https://t.co/i8qLfzsPGr #ploscompbiolauthor
ResMiCo accurately identifies misassemblies, which seem to be quite prevalent in MAG datasets (~7% of contigs misassembled).
Our deep learning model was trained/tested on 210 Gbps of sequence data!
We validated on simulated, mock, and real-world metagenomes.
Our testing showed that ResMiCo is accurate & generalizes well to novel data.
Now @emily_fogarty11's pre-print is officially out (🎉), I'd like to tell you more about one of the most curious things we (or at least me, my ignorant self) stumbled upon in the human gut microbiome.
This is about a cryptic plasmid, called pBI143.
https://t.co/VT4ZuxCPra
An extraordinary effort with @bbuchfink, @Haim_Ashkenazy, Klaus Reuter & John Kennedy 👉 with fantastic support by @PlantEvolution, @MPI_for_DB & @maxplanckpress.
With DIAMOND DeepClust protein clustering is up to 13x faster than MMSeqs Linclust or 82x faster than CD-hit.
Need to interpret ML models for microbiome or other (biological) data?
Interested in methanogens (archaea) in the human gut?
For either: check out the endoR manuscript, now published at PLOS Comp Bio
https://t.co/QnteD8Hejf
We developed a new deep learning model for predicting misassemblies in metagenome assemblies, with much better performance than existing methods
ResMiCo: increasing the quality of metagenome-assembled genomes with deep learning https://t.co/t1t3zDLvfU
Our paper published today @nature describes an ancient epidemic that occurred in central Eurasia in the years 1338-1339. We find that the epidemic was caused by plague (Y. pestis) and that it was associated with the beginnings of the Black Death. https://t.co/nWzObniTT3
The human microbiome: there is much left to do @Nature
Perspective piece by @RuthLeyMicro
on the 10th anniversary of the Human Microbiome Project on where we go next.
https://t.co/gxGIMyIr1w
I am thrilled to announce that I will be starting as an Assistant Professor at Arizona State University on January 1st, 2023 🌵 This is a joint position between the College of Health Solutions and Biodesign Center for Health Through Microbiomes. 1/2