Björn Usadel
usadellab.bsky.social
Björn Usadel
@usadellab.bsky.social
Plant Omics, Machine Learning, Genomics, Tools, Data Managment
Labs in Forschungszentrum Jülich and HHU Düsseldorf Uni
https://www.fz-juelich.de/en/ibg/ibg-4
https://www.biological-data-science.hhu.de/en/biological-data-science
Reposted by Björn Usadel
Performance approaches data-supported references across plants, fungi, vertebrates, and invertebrates.

Inference is fast: human genome in <9 h on a single GPU.

@alisandra-denton.bsky.social
@usadellab.bsky.social
@sebtriesch.bsky.social
@weberlab.bsky.social
November 26, 2025 at 6:05 AM
8/8
And iii) chlorogenic acid metabolism potentially caused by a GDSL-lipase like gene
www.nature.com/articles/s41...
November 13, 2025 at 9:52 AM
7/8
ii) fusarium wilt resistance with QTL comprising RPP13-like disease resistance genes as well as a AT-hook motif nuclear-localized (AHL) protein
www.nature.com/articles/s41...
November 13, 2025 at 9:49 AM
6/8
We also analyzed 218 traits (agronomic, resistance to biotic and abiotic stresses, fruit metabolic composition) scored in 3 field trials, in Spain, Italy and Türkiye among them i) prickliness.
www.nature.com/articles/s41...
where we could pinpoint an interesting LOG translocation.
November 13, 2025 at 9:47 AM
5/8
The “core” genome of eggplant was found to consist of around 16,300 gene families, (present in all varieties) while around 4,000 gene families were “dispensable” (i.e. they were present in only one or few varieties).
November 13, 2025 at 9:46 AM
4/8
We then focused on 368 varieties, representative of the worldwide phenotypic and genetic diversity of eggplant and comprising its wild progenitors, Solanum incanum and Solanum insanum. We constructed a graphical pangenome…
www.nature.com/articles/s41...
November 13, 2025 at 9:46 AM
3/8
This led to the observation that for instance, the varieties coming from India and South-East Asia have retained the non-purple skin colour and the spiny leaves characteristic of their wild ancestors, while these traits were progressively lost in the other geographical areas.
November 13, 2025 at 9:45 AM
2/8
We had started from a large worldwide collection of 3,400 eggplant varieties and wild progenitors and used it to reconstruct its domestication history in India and South-East Asia, and its later expansion doi.org/10.1111/tpj..... www.nature.com/articles/s41...
November 13, 2025 at 9:43 AM
Very nice that sounds really cool! Congrats
October 14, 2025 at 1:03 PM
This is "bulk tissue" classical RNAseq only, so it is a plus (but not strictly necessary) to be familiar RNA extraction from plant tissues. Analysis is easy to learn and we teach this often.
October 9, 2025 at 7:46 AM