Josie Bryant

@josiebryant.bsky.social

Group Leader at Wellcome Sanger Institute. Using omics to understand chronic lung infections and lung microbiomes in disease

We've been looking at how to compare and cluster large numbers of genomes, such as those in large isolate databases such as AllTheBacteria, and metagenome assemblies (e.g. SPIRE, MGnify). On a combined dataset of 5.6 million assemblies, we can now cluster/dereplicate everything in under a day!

Johanna von Wachsmann@johannavw.bsky.social · 2mo ago

🧬 New preprint! We clustered 5.6 million bacterial genomes into genomically cohesive units (GCUs) 500× faster than existing tools. (In just 14 hours, 16.5 GB RAM using 48 CPUs). 🦠🐙Meet gemsparcl 💎✨! www.biorxiv.org/content/10.6...

New work on using transformers (using gene order) for tasks in genomic epidemiology: www.biorxiv.org/content/10.6... We trained BART models (w/ extended context windows) on E.coli and S.pneumo from AllTheBacteria and tested if the model could find new strains, insertions (blaCTX-M) and co-selection

Embeddings of gene order from PanBART model
Sam Horsfield@samuelhorsfield.bsky.social · 3mo ago

Our new preprint is out! We train a transformer on gene order and gene content of bacterial pathogens, applying it to a range of epidemiological and evolutionary analyses (1/8) www.biorxiv.org/content/10.6...

@oldenoughtosay.com I see that your house has recently been visited by the Bad Enterovirus Fairy, aka Hand, foot and mouth disease. I got so het up about baby germs that I wrote a 9.5k word review article on them (800 word version here theconversation.com/if-you-think...). Normal response, right?!

If you think your toddler’s often ill, you’re right – what going to nursery means for catching colds and building immunity

Having an under five in your household increases your risk as an adult of having diarrhoea and vomiting.

theconversation.com

Delighted to see over 17 million new protein structure predictions from novel proteins in AllTheBacteria are now integrated into the AlphaFold Database at @ebi.embl.org ! Huge work from @gbouras13.bsky.social @oschwengers.bsky.social and friends to generate these. www.ebi.ac.uk/about/news/u...

AlphaFold Database welcomes community datasets

Latest AlphaFold Database update adds high-value datasets for microbial and viral proteins, generated by specialist communities

ebi.ac.uk

How do bacterial pangenomes evolve, what controls their dynamics, why do they exist? Fitting a mechanistic model to 450 species from allthebacteria.org suggesting fast vs slow gene exchange (i.e. amount of MGEs) is a major differentiating factor, correlated with phylogeny rather than lifestyle

Proportion of fast genes, as a trait mapped on the bacteria-wide phylogeny
Sam Horsfield@samuelhorsfield.bsky.social · 6mo ago

At long last, my final PhD chapter is out: we developed a novel evolutionary simulator of bacterial pangenomes, Pansim, fitting it to data from >600K genomes using a likelihood-free framework, PopPUNK-mod, to explore neutral and adaptive pangenome dynamics www.biorxiv.org/content/10.6...

Startling that this is being broadcast in the absence of any public communications by @ukri.org The academic community has a right to expect to be told first hand what is happening with response mode funding and what the immediate future looks like www.researchprofessionalnews.com/rr-news-uk-r...

MRC instructs grant review boards to slash funding rates - Research Professional News

Boards asked to recommend just three applications for funding, as BBSRC also suspends calls

researchprofessionalnews.com

EMBL is deeply saddened by the passing of our Interim Director General Peer Bork, a pioneering scientist who left an indelible imprint on life science research in Europe and beyond. We extend our deepest condolences to his family, friends, and colleagues. www.embl.org/news/people-...

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