Alex Crits-Christoph

@acritschristoph.bsky.social

Computational microbiologist I like to post about: microbial genomics, microbial ecology, evolution, micro+plant biotechnology, climate, symbiosis, virology, ag, sci publishing and policy

Starting in Spring or Summer 2027 K99/R00 (under its new activity code KT1/R00) will only be available to US citizens, permanent residents, and non-citizen nationals. I am hearing this from many program officers, but NIH has yet to make an official statement to my knowledge.

I'm not sure folks have realized just how crazy the second half of 2026 and 2027 will be for global temperatures – on the back of a record-smashing El Niño event. Here is my latest estimate of where both years will end up compared to global temperatures since 1850.

Bild

The headlines are still covering the cyclosporiasis outbreak from lettuce, but let's talk about a different summer, long ago. The headlines in Bavaria would have called it "summer diarrhea" & it was killing babies. Enter our hero, Professor Theodor Escherich of the Julius Hospital, Würzburg.

Signed portrait of Theodor Escherich, MD (1857-1911). Dr. Escherich was a German-Austrian pediatrician, best known for his discovery of the Escherichia coli bacterium

The AAUP is proud to endorse Dr. Abdul El-Sayed for U.S. Senate in the Michigan Democratic primary. Dr. El-Sayed is a fierce champion for debt-free & tuition-free higher education & will be an invaluable ally for academic freedom & higher education as a public good in Washington.

ENDORSEMENT:
DR. ABDUL EL-SAYED 
2026 MICHIGAN DEMOCRATIC PRIMARY

The point is to make scientists think twice about publishing that paper that goes against the MAGA belief system, lest they too, be taken into the town square and assaulted with tomatoes. See? Whatever thing you think this is about...it isn't. Stop taking the bait!

My quote of the day Until this moment, Senator, I think I never really gauged your cruelty or your recklessness… Let us not assassinate this lad further, Senator. You’ve done enough. Have you no sense of decency, sir, at long last? Have you left no sense of decency? Joseph Welch

Peer review as it should be. From an ASM journal. Fine maybe the decision makes you go “ugh” but brilliantly inciteful and constructive review comments that undoubtedly make the paper better.

When we talk with AI researchers, one question comes up most frequently: do you have datasets focused on mutations at key protein positions? Until now, building libraries for that usually meant a lot of DNA synthesis. We developed HGT-DGR as a faster and cheaper way to make them.

bioRxivpreprint@biorxivpreprint.bsky.social · 2w ago

Continuous target-specific mutagenesis and rapid gene evolution by diversity-generating retroelements in Escherichia coli https://www.biorxiv.org/content/10.64898/2026.07.21.739853v1

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

17. How could you write this paragraph and also reach the conclusions that the report reaches? It beggars belief. The entire document is a set of soundbites, some right, many wrong, all designed to appeal to the Vought/Vance/Thiel axis and utterly disconnected to the point of absolute incoherence.

Papers and patents are not the ultimate ends of progress, but way stations in the training of better scientists, engineers, and technicians. Science is not simply about the equipment, which any laboratory with enough capital can purchase, nor the instructions, which can be shared on a sheet of paper. Our true competitive advantage lies in the process knowledge embodied by America’s talent. Without skilled practitioners who pass their craft to those who follow, the engine stalls.