Sign in

Timo Saratto

@timosaratto.bsky.social
3.8K followers 4K following 87 posts

Software engineering and microbial genomics 🇫🇮

PostsRepliesMedia
Reposted by Timo Saratto
Zamin Iqbal @zaminiqbal.bsky.social · 11/09/2026
From @wkhuber.bsky.social and colleagues comparing foundation models against simple baselines. www.nature.com/articles/s41...
nature.com
Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear baselines - Nature Methods
The analysis presented in this Brief Communication shows that, despite their complexity, current deep learning models do not outperform linear baselines in predicting gene perturbation effects, thus e...
0186
Timo Saratto @timosaratto.bsky.social · 10/09/2026
Yep, or even mundane coding tasks in a bacteria-related repo 😄
0130
Reposted by Timo Saratto
Martin Hunt @martibartfast.bsky.social · 09/09/2026
Mykrobe2 released! mykrobe2.readthedocs.io It's a Go rewrite (AI-assisted) of mykrobe. Has same usage and essentially identical output, but more than twice as fast (mykrobe2.readthedocs.io/en/latest/my...). GUI desktop app is back for Windows, Mac, and Linux. Command line simpler to install
mykrobe2.readthedocs.io
Mykrobe2
001
Reposted by Timo Saratto
David Maddison @bembidion.bsky.social · 08/09/2026
The Tree of Life Web Project is back online! tolweb.org Thanks to Travis Wheeler (@wheelerlab.org), Danny Mandel, and Andrew Lenards, the original programmers for ToLWeb, for retooling the code to work on a modern OS! It is hard for me to believe it lives again.
tolweb.org
Tree of Life Web Project
39745
Reposted by Timo Saratto
Martin Steinegger 🇺🇦 @martinsteinegger.bsky.social · 01/08/2026
Riboseek is a fast RNA/DNA search. More sensitive than nhmmer at 250x speed. Structure-aware realignment produces MSAs approaching rMSA quality. Plus 1.7M precomputed RNA MSAs, and an API to search your own 📄 www.biorxiv.org/content/10.6... 💾 github.com/steineggerla... 🌐 search.foldseek.com/riboseek
218075
Reposted by Timo Saratto
c0nc0rdance @c0nc0rdance.bsky.social · 01/08/2026
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
321990
Reposted by Timo Saratto
Rhys White @rhystwhite.bsky.social · 30/07/2026
Removing coordinate-defined regions from phylogenomic matrices is simple in principle, but editing errors can alter the matrix. NEXCISION provides exact, validated excision from transposed NEXUS matrices 🔗 github.com/RhysWhite/ne... Feedback welcome #Bioinformatics 🖥️🧬💻 #AcademicSky #MicroSky 🧪🧫🦠
github.com
GitHub - RhysWhite/nexcision: Precise region-based excision of coordinate-labelled rows from NEXUS matrices.
Precise region-based excision of coordinate-labelled rows from NEXUS matrices. - RhysWhite/nexcision
054
Reposted by Timo Saratto
Institut Pasteur | 130 years of biomedical research @pasteur.fr · 23/07/2026
Institut Pasteur researchers describe LIN codes in PLOS Biology: a standardized numerical system for identifying bacterial strains from genome data, now used in BIGSdb-Pasteur and Pathogenwatch for outbreak surveillance. @sylvainbrisse.bsky.social ↘️ doi.org/10.1371/journal.pbio.3003781
doi.org
Life Identification Numbers: A strain nomenclature approach to aid epidemiological surveillance of bacterial pathogens
Unified bacterial strain taxonomies are needed for coherent communication of findings in microbiological research. This Essay provides an overview of a novel bacterial strain taxonomy and describes ho...
0186
Reposted by Timo Saratto
Ahmed Moustafa @ahmedmicrobes.bsky.social · 20/07/2026
Check our preprint and this global effort "AllTheBacteria" to uniformly process all public bacterial and archaeal genomes and make them accessible, searchable and AI-ready.
11310
Reposted by Timo Saratto
Rachel M. Wheatley @rachelmwheatley.bsky.social · 20/07/2026
New updates to AllTheBacteria - some super cool results and an amazing resource for the community
0136
Reposted by Timo Saratto
Zamin Iqbal @zaminiqbal.bsky.social · 20/07/2026
Significant update to the AllTheBacteria paper, including discovering new antimicrobial peptides and testing in vitro and vivo. This has grown into a fantastic collaboration!
17231
Timo Saratto @timosaratto.bsky.social · 20/07/2026
An updated AllTheBacteria preprint is out, with the remarkable addition of antimicrobial peptide discovery! I also got to contribute by making a web UI for the dataset – check it out at www.allthebacteria.org/browse 🧬🖥️
allthebacteria.org
Browse data – AllTheBacteria
032
Reposted by Timo Saratto
César de la Fuente @delafuentelab.bsky.social · 20/07/2026
Biology has plenty of data—the challenge is making it usable. AllTheBacteria transforms 2.44 million public bacterial and archaeal genomes into an open, uniformly processed, searchable, AI-ready resource. www.biorxiv.org/content/10.1...
biorxiv.org
AllTheBacteria: a community resource empowers biology and discovers novel peptide antibiotics
Public microbial genomes encode an immense record of biological diversity, evolution and molecular function, but much of this information remains difficult to reuse because raw sequencing data are not...
23425
Reposted by Timo Saratto
BK. Titanji @boghuma.bsky.social · 27/06/2026
For the next 24h, drop any infectious disease and/or vaccine-related questions in response to this post, and I will do my best to answer them. Answers are for information only, NOT medical advice. #AskAnIDDoc June 2026 edition.
static.klipy.com
Muppet Doctor Gives Thumbs Up
ALT: Muppet Doctor Gives Thumbs Up
3819581
Reposted by Timo Saratto
Nature Microbiology @natmicrobiol.nature.com · 23/06/2026
Out Now! Modelling the role of the microbiome in antimicrobial resistance across scales #MicroSky
go.nature.com
Modelling the role of the microbiome in antimicrobial resistance across scales
Nature Microbiology, Published online: 22 June 2026; doi:10.1038/s41564-026-02390-8The microbiome plays a significant yet underexplored role in antimicrobial resistance by influencing ecological and evolutionary processes. This Perspective proposes a framework to integrate microbiome–AMR interactions into predictive models while highlighting key mechanisms and data gaps to improve resistance understanding and interventions.
01211
Reposted by Timo Saratto
David Giron Villalobos @dagivi.bsky.social · 22/06/2026
1/4. Excited to share the first preprint from my PhD at @binfutrecht.bsky.social and @uti-revisited.bsky.social 🐥. In this work, we explored the urinary tract microbiome composition (urobiome) by combining data from multiple metagenomic sequencing studies 💛🦠. www.biorxiv.org/content/10.6...
biorxiv.org
Cross-study metagenomics analysis reveals distinct microbial signatures of urinary tract infections
Background Urinary tract infections (UTIs) represent a major public health concern, increasingly complicated by rising antibiotic resistance, diminishing treatment efficacy, and increasing prevalence ...
32010
Reposted by Timo Saratto
Solid Evidence @solidevidence.bsky.social · 14/06/2026
We released our latest metagenomics preprint. I’m really excited about this study. The unofficial title is ‘conquer the dark matter, volume 1’ 1/ www.medrxiv.org/content/10.6...
medrxiv.org
A genome-resolved view of the wastewater RNA virome
Sequencing-based wastewater surveillance is emerging as an important tool in pathogen-agnostic threat detection, potentially enabling early identification before capture through clinical surveillance ...
55814
Reposted by Timo Saratto
Ben Vezina @bananabenana.bsky.social · 14/06/2026
Targeted #metagenomics isn't a new problem and is solvable at the bench. In 2013, this group elegantly used Single Chain antibodies to enrich species of interest. This makes enrichment an antigen-selection problem (trivial), where only n=50 cells required for 99% coverage doi.org/10.1186/1471...
doi.org
Using phage display selected antibodies to dissect microbiomes for complete de novo genome sequencing of low abundance microbes - BMC Microbiology
Background Single cell genomics has revolutionized microbial sequencing, but complete coverage of genomes in complex microbiomes is imperfect due to enormous variation in organismal abundance and amplification bias. Empirical methods that complement rapidly improving bioinformatic tools will improve characterization of microbiomes and facilitate better genome coverage for low abundance microbes. Methods We describe a new approach to sequencing individual species from microbiomes that combines antibody phage display against intact bacteria with fluorescence activated cell sorting (FACS). Single chain (scFv) antibodies are selected using phage display against a bacteria or microbial community, resulting in species-specific antibodies that can be used in FACS for relative quantification of an organism in a community, as well as enrichment or depletion prior to genome sequencing. Results We selected antibodies against Lactobacillus acidophilus and demonstrate a FACS-based approach for identification and enrichment of the organism from both laboratory-cultured and commercially derived bacterial mixtures. The ability to selectively enrich for L. acidophilus when it is present at a very low abundance (<0.2%) leads to complete (>99.8%) de novo genome coverage whereas the standard single-cell sequencing approach is incomplete (<68%). We show that specific antibodies can be selected against L. acidophilus when the monoculture is used as antigen as well as when a community of 10 closely related species is used demonstrating that in principal antibodies can be generated against individual organisms within microbial communities. Conclusions The approach presented here demonstrates that phage-selected antibodies against bacteria enable identification, enrichment of rare species, and depletion of abundant organisms making it tractable to virtually any microbe or microbial community. Combining antibody specificity with FACS provides a new approach for characterizing and manipulating microbial communities prior to genome sequencing.
131
Reposted by Timo Saratto
John Lees @johnlees.bacpop.org · 06/05/2026
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
13011
Reposted by Timo Saratto
Erkison Odih @erkison.bsky.social · 27/04/2026
Excited to finally share our new preprint on bioRxiv describing Verticall (github.com/rrwick/Verti...), a robust & efficient tool for building recombination-free bacterial phylogenies. Huge thanks to @rrwick.bsky.social & @katholt.bsky.social for this incredible work! www.biorxiv.org/content/10.6...
biorxiv.org
0259
Timo Saratto @timosaratto.bsky.social · 27/03/2026
Thanks, this was a fascinating one!
010
Reposted by Timo Saratto
Jens Hör @jenshoer.bsky.social · 21/03/2026
Excited to share the first preprint from the lab! We show that ApeA defends against RNA phage infection by cleaving the phage genome: www.biorxiv.org/content/10.6...
biorxiv.org
110147
Reposted by Timo Saratto
John Lees @johnlees.bacpop.org · 17/03/2026
You can now view a tree of 2,399,238 bacterial genomes we made from AllTheBacteria (on the great Taxonium): taxonium.org/atb That's a big tree! (unless you're used to SC2 trees)
taxonium.org
Taxonium
Interactive exploration of large phylogenetic trees
16827
Reposted by Timo Saratto
Nicolae Sapoval @nsapoval.bsky.social · 13/03/2026
Our new preprint on quantifying microbial sample diversity/complexity in a way that accounts for both metagenome architecture and taxonomic composition is now live on bioRxiv: www.biorxiv.org/content/10.6... #metagenomics #bioinformatics #dataanalysis #graphdata
biorxiv.org
2148
Timo Saratto @timosaratto.bsky.social · 13/03/2026
Really cool paper, congrats!
120
Reposted by Timo Saratto
Alvaro San Millan @sanmillan.bsky.social · 13/03/2026
Final version of our last paper is out! www.nature.com/articles/s41...
nature.com
Plasmids promote antimicrobial resistance through insertion sequence-mediated gene inactivation - Nature Microbiology
Inactivation of chromosomal genes through plasmid-encoded IS elements is an extended mechanism of antimicrobial resistance evolution in bacteria.
610861
Reposted by Timo Saratto
Vegard Eldholm @vehuardo.bsky.social · 02/03/2026
We’ve published a wee pilot study assessing the utility of metagenomics & full-length 16S sequencing for the detection of seasonal pathogens (and AMR) in our local urban recreational swimming hot-spot Check it out if you’re into that stuff :) www.microbiologyresearch.org/content/jour...
microbiologyresearch.org
Assessing sequencing-based pathogen surveillance of a recreational swimming area in Oslo, Norway
Sequencing-based surveillance can enable rapid and sensitive detection of environmental pathogens. The Oslofjord inlet is relatively narrow and is exposed to substantial human activity, including occa...
196
Reposted by Timo Saratto
Wei Shen 沈 伟 @shenwei356.bsky.social · 27/02/2026
Can't wait to release a 10-year-old birthday version for SeqKit! - 10 years - 2 papers, 3500 citations - 20 contributors - 40 subcommands - 880 commits - 500 issues - 685.5K Bioconda total downloads Thank you all, dear contributors and users! I'll keep maintaining it. github.com/shenwei356/s...
github.com
Release SeqKit v2.13.0 (10-year-old birthday version) · shenwei356/seqkit
Changelog SeqKit is 10 years old! SeqKit v2.13.0 - 2026-02-28 seqkit: add support for reading and writing LZ4 compression format. new command: seqkit sample2: improved seqkit sample by @stahiga....
612735
Reposted by Timo Saratto
Vaughn Cooper @vscooper.micropopbio.org · 16/02/2026
🧵 New preprint! Our 4-lab team evolved Streptococcus pneumoniae in antibiotic-treated mice of varying immune states and discovered something surprising: bacteria rarely evolved resistance. Instead, they found a different way to survive — by rewiring RNA turnover. 🔗 www.biorxiv.org/content/10.6...
biorxiv.org
49755
Reposted by Timo Saratto
Rhys White @rhystwhite.bsky.social · 13/02/2026
Long-reads exposed plasmid-driven carbapenem resistance transmission missed by routine diagnostics 📌Resolving plasmid-encoded carbapenem resistance dynamics and reservoirs in a hospital setting through nanopore sequencing www.doi.org/10.1099/mgen.0.001644 🖥️🧬💻 #AcademicSky #MicroSky #IDSky 🧪🧫🦠
doi.org
Resolving plasmid-encoded carbapenem resistance dynamics and reservoirs in a hospital setting through nanopore sequencing
The growing resistance of Enterobacterales to last-resort antibiotics such as carbapenems puts a significant burden on healthcare systems, also due to plasmids driving a rapid spread of carbapenem res...
0106
Reposted by Timo Saratto
Ben Vezina @bananabenana.bsky.social · 22/01/2026
Our new paper on Insertion Sequences (IS) in #Klebsiella - Lineages have vastly different IS loads and profiles - An inverse relationship between IS load and metabolic capacity, in particular phosphorus use, consistent with early reductive evolution. www.microbiologyresearch.org/content/jour...
microbiologyresearch.org
Exploring the IS-capades of Klebsiella pneumoniae: insertion sequences drive metabolic loss in obscure sub-lineages
Introduction. Klebsiella pneumoniae is an opportunistic pathogen that causes a wide spectrum of infections within healthcare settings and the community. Four K. pneumoniae sub-lineages, defined using ...
02916
Reposted by Timo Saratto
Torsten Seemann @torstenseemann.bsky.social · 20/01/2026
🗜️⚡ If you use gzip/gunzip a lot in your pipelines, switch to the faster"libdeflate" versions instead! They use modern CPU capabilities to achieve a 2-3x speedup. libdeflate is in conda, and "libdeflate-gzip" and "libdeflate-gunzip" are drop-in replacements. #unix github.com/ebiggers/lib...
github.com
GitHub - ebiggers/libdeflate: Heavily optimized library for DEFLATE/zlib/gzip compression and decompression
Heavily optimized library for DEFLATE/zlib/gzip compression and decompression - ebiggers/libdeflate
17123
Reposted by Timo Saratto
Heng Li @lh3lh3.bsky.social · 14/01/2026
I am looking for a postdoc to develop high-performance algorithms in computational genomics. Email or DM me if interested. For more information, see hlilab.github.io/vacancies. RTs appreciated!
hlilab.github.io
HLi Lab - Vacancies
Openings
14363
Timo Saratto @timosaratto.bsky.social · 14/01/2026
An ideal interviewee is someone who’s spent a bit more time on formatting results than they’d prefer 😄 The bioinformatics domain doesn’t matter much since I’d like to gather diverse feedback
010
Timo Saratto @timosaratto.bsky.social · 14/01/2026
🧬🖥️ I’m building an open-source framework for easily compiling #bioinformatics pipeline results into pdf/html/xlsx reports. It will have built-in parsers for popular CLI tools Now looking for a few bioinformaticians for a brief usability feedback interview 👩‍💻 DM me or respond here if interested 👋
122
Reposted by Timo Saratto
Oded Rechavi @odedrechavi.bsky.social · 31/12/2025
Me getting back to sending nagging emails on January 6th when people return to work from the Christmas break
2704
Reposted by Timo Saratto
Gabriel Birzu @gbirzu.bsky.social · 31/12/2025
New preprint to close out the year! Led by Alana Papula and together with Daniel Fisher, we used single-cell genomes to infer the evolution of Prochlorococcus—one of the most abundant and genetically diverse bacteria on Earth. Check it out here: doi.org/10.64898/202...
doi.org
Extensive recombination, selection, and asexual blooms shape the diversity of the dominant clade of Prochlorococcus
The tiny and enormously abundant marine cyanobacterium Prochlorococcus marinus contains many levels of population structure, with sequenced isolates spanning four orders of magnitude of diversity. It ...
0199
Reposted by Timo Saratto
Cameron Thrash @jcamthrash.bsky.social · 31/12/2025
Rapid and Consistent Genome Clustering for Navigating Bacterial Diversity with Millions of MAGs and Isolates www.biorxiv.org/content/10.6... #jcampubs
0135
Reposted by Timo Saratto
Michael Landis @landismj.bsky.social · 31/12/2025
New preprint modeling pathogen phylogeography, where infected hosts spread disease through short "trips" between locations. Very fun collaboration with the brilliant @albertchristian.bsky.social and Ammon Thompson. www.medrxiv.org/content/10.6...
SIR of susceptible, infectious, and recovered compartments with individuals who take short "trips" to other locations away from home, plus diagram of four phylogenetic patterns of host-mediated infection (resident-to-resident, visitor-to-resident, resident-to-visitor, visitor-to-visitor).
1288
Reposted by Timo Saratto
PLOS Biology @plosbiology.org · 16/12/2025
Why so many co-circulating #Klebsiella pneumoniae clones? By studying >7000 isolates, @bananabenana.bsky.social @kelwyres.bsky.social &co identify structured, clone-specific #metabolic specialisation across the population that enables reciprocal cross-feeding @plosbiology.org 🧪 plos.io/4qdC2B2
Collapsed phylogenetic tree of the Klebsiella pneumoniae Species Complex (top) and the presence of metabolic capabilities (bottom), leading to lineage-specific metabolic networks and traits
0136
Reposted by Timo Saratto
Samuel Gamboa @samueldgamboa.bsky.social · 28/11/2024
Sharing a Shiny app I've been working on at @leviwaldron1.bsky.social 's lab: BugSigDBEnrich. The app lets you compare a list of bacteria with published microbial signatures curated in bugsigdb.org. shiny.sph.cuny.edu/BugSigDBEnri... #rstats #microbiome #microbiomeresearch
22510
Reposted by Timo Saratto
James Marsh @jmarsh.bsky.social · 28/11/2024
A very cool app to compare a list of microbes with microbial signatures in BugSigDB and Bugphyzz 🧫 #microbiome
0142
Reposted by Timo Saratto
Luiz Pedro Carvalho, PhD @luizcarvalholab.bsky.social · 22/12/2025
We’re excited to share our latest study that reshapes our understanding of Mycobacterium tuberculosis (Mtb) lipid composition, with major implications for drug discovery, immunity, and vaccine development. www.nature.com/articles/s41... A thread.
nature.com
Mycobacterium tuberculosis overcomes phosphate starvation by extensively remodelling its lipidome with phosphorus-free lipids - Nature Communications
Here, the authors show that Mycobacterium tuberculosis manipulates lipid metabolism to overcome host restriction, by remodelling its lipidome and utilising host lipids as an alternative phosphate sour...
149429
Reposted by Timo Saratto
Zamin Iqbal @zaminiqbal.bsky.social · 22/12/2025
Hey folks, am looking for examples of circularised/full plasmid sequences from "unusual " bacterial species, sequenced since 2020 (as independent validation for a plasmid identification tool that was trained on refseq2020+plsdb). Any tips? #microsky
72020
Reposted by Timo Saratto
Torsten Seemann @torstenseemann.bsky.social · 22/12/2025
💾 mlst 2.25.0 has been released! Fixed a bug that missed alleles in increasingly larger schemes like senterica (thanks @microbiologikat.bsky.social) and updated the databases. #bioinformatiocs #microbiology #genomics github.com/tseemann/mls...
github.com
Releases · tseemann/mlst
:id: Scan contig files against PubMLST typing schemes - tseemann/mlst
22912
Reposted by Timo Saratto
Isaac Bogoch @isaacbogoch.bsky.social · 22/12/2025
Antibiotic-resistant typhoid infections are a growing global health problem, made worse now by emerging carbapenem resistance. tinyurl.com/4uy7f6y3 by Thirumoorthy et al.
2126
Reposted by Timo Saratto
Matthew Collins @matthewcollins.bsky.social · 23/12/2025
🧬 #Bioinformatics AEGIS #PostdocJobs in metagenomic pipelines & HPC: Ancient Environmental Genomics at @ucph.bsky.social to reconstruct ecosystems and develop climate-resilient crops. 🌍 Deadline: Jan 4, 2026. Mikkel Winther Pedersen (mwpedersen@sund.ku.dk) #AcademicJobs #aeDNA #ClimateChange
employment.ku.dk
Postdoctoral positions in ancient environmental genomics within the Ancient Environmental Genomics Initiative for Sustainability (AEGIS)
0109
Reposted by Timo Saratto
Mateus lab @mateuslab.com · 22/12/2025
New preprint from the lab is out! 🥳 We systematically profiled all pairwise growth interactions between 36 representative human gut microbiome strains, and delved deeper into the molecular mechanisms behind specific growth interactions. www.biorxiv.org/content/10.6... 👇
biorxiv.org
Systematic profiling of growth interactions in human gut microbiome species
Microbial interactions shape the composition and stability of the human gut microbiome. Yet, the molecular mechanisms underlying these relationships remain poorly understood. Here, we systematically p...
11813
Reposted by Timo Saratto
Amir Mitchell @amitchell.bsky.social · 22/12/2025
Our recent paper in npj Antimicrobials and Resistance is a great example of scientific serendipity: after staring at thousands of bacterial growth curves over many studies, we started wondering whether the curve shapes themselves carry mechanistic information 1/9 🦠🧪 www.nature.com/articles/s44...
nature.com
Predicting drug inactivation by changes in bacterial growth dynamics - npj Antimicrobials and Resistance
npj Antimicrobials and Resistance - Predicting drug inactivation by changes in bacterial growth dynamics
24625
Reposted by Timo Saratto
Joe Bak-Coleman @jbakcoleman.bsky.social · 21/12/2025
Reading the structured abstract alone should set off a half dozen statistical alarms in any scientists head. The fact that this found its way into Science makes me wonder how we drive home those stats 101 lessons and make them intuitive. www.science.org/doi/10.1126/...
science.org
Recent discoveries on the acquisition of the highest levels of human performance
Scientists have long debated the origins of exceptional human achievements. This literature review summarizes recent evidence from multiple domains on the acquisition of world-class performance. We re...
56420