Sign in

JS Gounot

@jsgounot.bsky.social
130 followers 591 following 21 posts

Microbiology x population genetic Post-doctoral fellow in the Genome Institute of Singapore.

PostsRepliesMedia
JS Gounot @jsgounot.bsky.social · 13/07/2026
It's my pleasure to introduce for the first time r-news.net, a project I had in my head for quite a long time (since my PhD!). With AI improving literature review quite substantially, we still miss a critical step: What does the community as a whole like the most?
r-news.net
Top Stories — RNews
211
Reposted by JS Gounot
Nels Elde @elearlybird.bsky.social · 17/04/2026
Biologists Confirm Not Much Evolution Happened Today — theonion.com/biologists-c...
theonion.com
Biologists Confirm Not Much Evolution Happened Today
STANFORD, CA—Calling it a “pretty slow one” as far as natural selection and genetic drift were concerned, biologists from Stanford University confirmed Tuesday that not much evolution happened today. ...
24915
Reposted by JS Gounot
George Bouras @gbouras13.bsky.social · 07/04/2026
Whenever I presented Phold, I was frequently asked "can you do the same beyond phages?" We ( @oschwengers.bsky.social @linsalrob.bsky.social @binomicalabs.org et al) finally did it with Baktfold github.com/gbouras13/ba... www.biorxiv.org/content/10.6...
github.com
GitHub - gbouras13/baktfold: Rapid & standardized genome annotation using protein structural information
Rapid & standardized genome annotation using protein structural information - gbouras13/baktfold
15623
Reposted by JS Gounot
bioRxivpreprint @biorxivpreprint.bsky.social · 27/03/2026
High-resolution temporal profiling reveals synchronized dynamics of the mouse gut microbiome www.biorxiv.org/content/10.64898/20…
001
Reposted by JS Gounot
Jim Shaw @jimshaw.bsky.social · 27/03/2026
Myloasm, our long-read metagenome assembler, is now published! w/ @mgmarin.bsky.social and @lh3lh3.bsky.social Very rewarding after > a year of development and countless hours thinking about assembly. Thanks to beta testers, Li lab, and reviewers who gave very helpful feedback. rdcu.be/famFj
rdcu.be
High-resolution metagenome assembly for modern long reads with myloasm
Nature Biotechnology - A long-read metagenome assembly method recovers circular and complete genomes better than existing tools.
410056
Reposted by JS Gounot
Asimov Press @asimovpress.bsky.social · 05/01/2026
How did @Nature become "prestigious" to scientists? In our opening article of Issue 09, writer Robert Reason traces the journal's history. By understanding how Nature’s prestige was constructed, we can also clarify which elements are deserved and which are entrenched.
13515
Reposted by JS Gounot
Nature Biotechnology @natbiotech.nature.com · 02/01/2026
Troubleshooting common errors in assemblies of long-read metagenomes - @merenbey.bsky.social @banfieldlab.bsky.social go.nature.com/44P7nSm
go.nature.com
Troubleshooting common errors in assemblies of long-read metagenomes - Nature Biotechnology
Long-read sequence assemblies from metagenomes contain frequent errors.
04421
JS Gounot @jsgounot.bsky.social · 01/01/2026
Our new paper on high-throughput isolation of Bifidobacterium just got published! A very nice adventure starting with the supervision of @lamhaiha.bsky.social, a talented intern, and a nice collab with our BSight expert @isaacyueyuan.bsky.social! Stay tuned for more isolation and Bifido work! :)
072
Reposted by JS Gounot
Joseph Schacherer @schacherer.bsky.social · 16/10/2025
✨ Latest exciting story of the group in @nature.com. Here, we go beyond SNPs and built a species-wide atlas of genetic variants in yeast. With >1,000 near T2T genomes, we show how large genomic variations affect trait diversity. www.nature.com/articles/s41...
nature.com
From genotype to phenotype with 1,086 near telomere-to-telomere yeast genomes - Nature
A newly compiled atlas of species-wide structural variants and gene-based and graph pangenomes derived from highly complete assemblies of genomes from 1,086 natural isolates enable integrative genome-...
02515
Reposted by JS Gounot
Heng Li @lh3lh3.bsky.social · 12/09/2025
New blog post – A quick look at Roche's SBX lh3.github.io/2025/09/11/a...
25730
Reposted by JS Gounot
Emmanuele Severi @emmseveri.bsky.social · 12/09/2025
www.cell.com/cell-host-mi... #microsky #microbiome
cell.com
Host-specific microbiome and genomic signatures in Bifidobacterium reveal co-evolutionary and functional adaptations across diverse animal hosts
Bifidobacterium are beneficial members of the microbiota across animal hosts. Kujawska et al. demonstrate that bifidobacteria have likely co-evolved more closely with mammals, particularly primates, a...
0137
Reposted by JS Gounot
Jim Shaw @jimshaw.bsky.social · 08/09/2025
Preprint out for myloasm, our new nanopore / HiFi metagenome assembler! Nanopore's getting accurate, but 1. Can this lead to better metagenome assemblies? 2. How, algorithmically, to leverage them? with co-author Max Marin @mgmarin.bsky.social, supervised by Heng Li @lh3lh3.bsky.social 1 / N
511380
Reposted by JS Gounot
Joseph Schacherer @schacherer.bsky.social · 03/07/2025
The latest story from the @haploteam highlights the phenotypic impact of acquired subgenomes in allopolyploids, through the lens of 1,060 Brettanomyces bruxellensis genomes. Nice collaboration with @univbordeaux.bsky.social @unistra.fr @cnrsbiologie.bsky.social www.nature.com/articles/s41...
nature.com
Whole-genome sequencing of 1,060 Brettanomyces bruxellensis isolates reveals significant phenotypic impact of acquired subgenomes in allopolyploids - Nature Communications
The authors sequence and phenotype over 1,000 isolates of the yeast Brettanomyces bruxellensis, and show how allopolyploidization reshapes genome evolution and enhances phenotypic diversity, highlight...
1126
Reposted by JS Gounot
Christie Wilcox @nerdychristie.bsky.social · 16/06/2025
The most viruslike microbe to date was discovered by accident when researchers sequenced the DNA inside this tiny ocean critter. That story and more of the best from @science.org and science in this edition of #ScienceAdviser: www.science.org/content/arti... 🧪
Hidden inside this dinoflagellate is a tiny microbe so reliant on its host that scientists say it’s the most viruslike cellular organism known.  Takuro Nakayama/University of Tsukuba
410024
Reposted by JS Gounot
Steven Robbins @stevenjrobbins.bsky.social · 25/05/2025
Short-read metagenomic sequencing cannot recover genomes from many abundant marine prokaryotes due to high strain heterogeneity and platform-inherent GC bias (likely viruses, too), but Nanopore long reads can address this. A results thread on our recent preprint 🧵.
14423
Reposted by JS Gounot
Niranjan Nagarajan @niranjantw.bsky.social · 28/04/2025
Super thrilled to share our labor of love from the Asian Skin Microbiome Program! We collected >3,500 skin samples, built metagenomic libraries w/ >70 billion reads and >10TB of data to study heterogeneity of the skin microbiome in the general population (200 adults, 18 sites) t.co/ZylbJMpvpw
biorxiv.org
Large-scale skin metagenomics reveals extensive prevalence, coordination, and functional adaptation of skin microbiome dermotypes across body sites
The human skin microbiome is increasingly recognized to influence skin health, immune function and disease susceptibility. However, large-scale, multi-site metagenomic studies in the general populatio...
11213
Reposted by JS Gounot
Florian Trigodet @floriantrigodet.bsky.social · 28/04/2025
I am very happy (and anxious) to share with you our most recent work in which we evaluated four of the most popular long-read assemblers, www.biorxiv.org/content/10.1... and tell you just a little bit about it in the following 🧵
biorxiv.org
Assemblies of long-read metagenomes suffer from diverse errors
Genomes from metagenomes have revolutionised our understanding of microbial diversity, ecology, and evolution, propelling advances in basic science, biomedicine, and biotechnology. Assembly algorithms...
513674
Reposted by JS Gounot
David D. Levine @daviddlevine.com · 12/04/2025
LLMs hallucinating nonexistent software packages with plausible names leads to a new malware vulnerability: "slopsquatting."
theregister.com
LLMs can't stop making up software dependencies and sabotaging everything
: Hallucinated package names fuel 'slopsquatting'
331337386
Reposted by JS Gounot
Michael Baym @baym.lol · 09/04/2025
Our latest paper, in which @brinda.eu (along with @zaminiqbal.bsky.social and others) introduces phylogenetic compression for storage and search of enormous microbial genome libraries, was published today in @naturemethods.bsky.social: rdcu.be/eg4OA 1/
rdcu.be
Efficient and robust search of microbial genomes via phylogenetic compression
Nature Methods - Phylogenetic compression achieves performant and lossless compression of massive collections of microbial genomes, facilitating fast BLAST-like search and versatile alignment tasks.
11254104
Reposted by JS Gounot
Asimov Press @asimovpress.bsky.social · 23/03/2025
In 1904, a physician took soil he had “impregnated with a living emulsion” of a virulent bacterium, Serratia marcescens, and sprinkled it in front of the UK House of Commons. This was an early experiment to study how microbes spread through buildings and cause infections...
282
Reposted by JS Gounot
Ryan Wick @rrwick.bsky.social · 31/12/2024
New year, new assemblies! I'm excited to announce Autocycler, my new tool for consensus assembly of long-read bacterial genomes! It's the successor to Trycycler, designed to be faster and less reliant on user intervention. Check it out: github.com/rrwick/Autoc... (1/5)
github.com
Home
A tool for generating consensus long-read assemblies for bacterial genomes - rrwick/Autocycler
215697
JS Gounot @jsgounot.bsky.social · 13/12/2024
Interactive online show about the microbial world from the Museum of Natural history at Oxford Uni. Cool ideas. www.oum.ox.ac.uk/bacterialwor...
000
JS Gounot @jsgounot.bsky.social · 13/12/2024
Another great piece from Asimov press: www.asimov.press/p/mirror-life
asimov.press
The Dangers of Mirrored Life
Creating mirrored organisms using synthetic biology could seriously harm extant life, a 300-page report claims. While the risks from mirrored life are uncertain, it is best not to find out.
010
Reposted by JS Gounot
Wayne Maddison @waynemaddison.bsky.social · 09/12/2023
A new view of #SpeciesConcepts by @jeannettewhitton.bsky.social and me, clarifying time frames while unifying interbreeding, genealogy, and traits. A general-purpose species should be a reproductive community (bound by cohesive processes) viewed retrospectively (RRCC).  doi.org/10.18061/bss...
Image of first page and an illustration from our paper titled "The species as a reproductive community emerging from the past".
67728
JS Gounot @jsgounot.bsky.social · 06/12/2024
Another small and interesting historical story from Asimov press. This time about the Watson's central dogma.
doi.org
Francis Crick Was Misunderstood
The Central Dogma is not a
000
Reposted by JS Gounot
mlisboaperez.bsky.social @mlisboaperez.bsky.social · 05/12/2024
Excited to share our latest work, where we show how to achieve high-throughput sequencing of DNA containing non-canonical bases using Nanopore (@nanoporetech.com) and de novo basecalling enabled by spliced-based data-augmentation. #nanopore #basecaller #syntheticbiology
biorxiv.org
Direct high-throughput deconvolution of unnatural bases via nanopore sequencing and bootstrapped learning
The discovery of synthetic xeno-nucleic acids (XNAs) that can basepair as unnatural bases (UBs) to expand the genetic alphabet has spawned interest in many applications, from synthetic biology to DNA ...
112
JS Gounot @jsgounot.bsky.social · 03/12/2024
A fun idea, using Bacillus subtilis to sense the TNT explosive
nature.com
An autonomous microbial sensor enables long-term detection of TNT explosive in natural soil - Nature Communications
Engineered microbes can detect harmful chemicals, but may not work well in complex environments. Here, the authors built microbial sensors for detection of TNT explosive and tested their response over...
000
JS Gounot @jsgounot.bsky.social · 02/12/2024
nature.com
Gut microbiota strain richness is species specific and affects engraftment - Nature
Strain richness of gut microbiota ecosystems is a key characteristic underpinning engraftment in faecal microbiota transplantation, and could improve the design of defined live biotherapeuti...
000
JS Gounot @jsgounot.bsky.social · 02/12/2024
pmc.ncbi.nlm.nih.gov
Evaluating metagenomic analyses for undercharacterized environments: what’s needed to light up the microbial dark matter?
Non-human-associated microbial communities play important biological roles, but they remain less understood than human-associated communities. Here, we assess the impact of key environmental sample pr...
000
JS Gounot @jsgounot.bsky.social · 28/11/2024
press.asimov.com
What Limits a Genome’s Size?
A tiny fern has a genome 50 times larger than a human’s. Energy and diffusion—not the nucleus volume—are the key bottlenecks to more expansive growth.
010
JS Gounot @jsgounot.bsky.social · 28/11/2024
BS seems a nice place to save and share some interesting links, hope this can help others as well. Starting with one more (and never-ending) reminder on p-values misconceptions, with a nice practical example.
datascience.stackexchange.com
What is the correct meaning and interpretation of p-values?
I’m posting this question, and an answer, to help dispel a few misunderstandings about what p-values are. As a hiring manager interviewing mid-level and senior data scientists, I have noticed these
030