Romain Strock

@romainstrock.bsky.social

Senior ML scientist @ Bactobio, searching for novel antimicrobials produced by understudied microbes. PhD focused on conflicts between archaea and bacteria (Imperial / MRC LMS). Cyclist, chess enthusiast, father of 2 fantastic eukaryotes.

Looking for BGCs in large metagenomic datasets? Our new biorxiv preprint introduces metaSMASH, a scalable fork of antiSMASH designed specifically for metagenome-scale BGC detection and analysis : www.biorxiv.org/cgi/content/... Thanks @canerbagci.bsky.social and @kblin.bsky.social ❤️

metaSMASH: Scalable Biosynthetic Gene Cluster Detection for Large Metagenomic Assemblies

antiSMASH is widely used for biosynthetic gene cluster (BGC) detection and annotation, but its standard workflow is poorly suited to large metagenomic assemblies, where massive contig counts create severe runtime bottlenecks and complicate downstream result exploration. We present metaSMASH, a re-engineered fork of antiSMASH for metagenome-scale BGC analysis. metaSMASH preserves the original antiSMASH detection and annotation logic while introducing streaming, memory-bounded execution, record-level parallelisation, optional output filtering, and an interactive dashboard for large result sets. Across 25 benchmark metagenome datasets, metaSMASH reproduced identical BGC detection results while dramatically reducing computational cost. Relative to the default antiSMASH configuration, metaSMASH was a geometric-mean 38x faster. It also outperformed an ad hoc chunked antiSMASH workflow: in the default configuration it achieved a geometric-mean 2.9x speed-up and 1.7x lower peak memory, and with extended-analysis modules enabled it was 2.7x faster and used 3.1x less memory while completing all datasets, whereas the ad hoc workflow ran out of memory on the two largest assemblies. By substantially reducing the computational burden of large-scale metagenome analysis without sacrificing result equivalence, metaSMASH makes routine mining of assembled metagenomes more practical and provides a scalable foundation for natural product discovery from complex microbial communities. ### Competing Interest Statement The authors have declared no competing interest. German Center for Infection Research, TTU Novel Antibiotics 09.716 Volkswagen Foundation, 0072511-00

biorxiv.org

Archaea the hornets of the microbial world. Discuss. www.biorxiv.org/content/10.6... TLDR: Archaeon kills bacterium with secreted phospholipase. Pretty nifty way to kill bacteria if you are a microbe with a very different lipid make-up, I reckon. No need to worry about accidentally killing yourself.

A Bactericidal Phospholipase from Archaea

Archaea kill bacteria, at least on occasion. The molecular underpinnings of these lethal interactions are barely understood. Here, we describe cinquedea, an α/β hydrolase secreted by the halophilic ar...

biorxiv.org

Early Microbial Evolution "The origin of life on Earth remains one of the greatest and most pervasive mysteries in science. We know the story in broad strokes: Around 4 billion years ago, simple chemical compounds gave rise to living cells, which later formed..." 🦠 asm.org/articles/202...

Early Microbial Evolution | ASM.org

How did life begin, and why does it matter? Scientists are tracing early microbial life—from LUCA to multicellularity—to unlock insights for biotech, climate science and even space exploration.

asm.org

New preprint! Ever wondered why only a fraction of genomes encode CRISPR immunity? 🧬 🦠 Turns out CRISPR is rarely beneficial against virulent phages, being most beneficial against those for which resistance mutations are rare! An epic effort by Rosanna Wright www.biorxiv.org/content/10.1...

Resistance mutation supply modulates the benefit of CRISPR immunity against virulent phages

Only a fraction of bacterial genomes encode CRISPR-Cas systems but the selective causes of this variation are unexplained. How naturally virulent bacteriophages (phages) select for CRISPR immunity has...

biorxiv.org

hey bluesky 👋 visa hurdles mean I’m looking for opportunities outside the US. I’m a computational biologist (bacterial + phage genomics, postdoc in Koonin’s group @ NIH). I am interested in teaming up on funding apps. reach out if this resonates!

Sometimes you meet absolutely incredible bioinfo-magicians. It was a huge privilege when @shenwei356.bsky.social joined our group for a year on an @embl.org sabbatical. While here, he developed a new way of aligning to millions of bacteria, called LexicMap 1/n www.nature.com/articles/s41...

Efficient sequence alignment against millions of prokaryotic genomes with LexicMap - Nature Biotechnology

LexicMap uses a fixed set of probes to efficiently query gene sequences for fast and low-memory alignment.

nature.com

Please re-post: Interested in chromatin and its evolution? Good news! There's still time to join us in beautiful Catalonia (9-12 Dec) to discuss eukaryotic, bacterial, archaeal, and viral chromatin and how it all hangs together meetings.embo.org/event/24-evo... Abstract deadline: 30 September

EvoChromo: Evolutionary approaches to research in chromatin

Chromatin is the complex of DNA, RNA and protein that is found making up the chromosomes in eukaryotic cells. Chromatin is essential for proper genome function and is involved in chromosome segregati…

meetings.embo.org

Preprint: De-novo design of proteins that inhibit bacterial defenses Our approach allows silencing defense systems of choice. We show how this approach enables programming of “untransformable” bacteria, and how it can enhance phage therapy applications Congrats Jeremy Garb! tinyurl.com/Syttt 🧵

Synthetically designed anti-defense proteins overcome barriers to bacterial transformation and phage infection

Bacterial defense systems present considerable barriers to both phage infection and plasmid transformation. These systems target mobile genetic elements, limiting the efficacy of bacteriophage-based t...

biorxiv.org

I was #TWiMAdjacent about the much missed Elio Schaechter. I tried to discuss an article later, but I was stressed for time. The first part about Elio is so worth your time, as is the paper I discussed, about how archaea make enzymes that break down the bacterial cell wall! asm.org/podcasts/twi...

Missing the Company of Elio

Paying tribute to Elio Schaechter, former TWiM host, blogger, and microbiologist extraordinaire, and review of the finding that Archaea produce peptidoglycan hydrolases that kill bacteria - a form of ...

asm.org

I cannot fully put into words what publishing this Review has meant to me, so I leave you with how we closed the paper. "The humble bacterium is still a relevant tool for the study of the underlying mechanisms that are conserved throughout life." 🧪🧫🧬📚 doi.org/10.1093/gene...

The nature of mutation: a legacy of bacterial genetics

Abstract. A central question in the fields of genetics and evolution was the nature and origin of spontaneous mutation. Bacterial genetic experiments throu

doi.org

"We show that unrelated proteins have a universal tendency towards convergent evolution of secondary and tertiary motifs, causing an excess of high-scoring FP alignment... previous methods routinely overestimate significance by up to six orders of magnitude." www.biorxiv.org/content/10.1...

Protein structure alignment significance is often exaggerated

Machine learning has generated millions of high-quality predicted protein structures, creating a need for computationally efficient structure search algorithms and robust estimates of statistical sign...

biorxiv.org