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JS Gounot

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

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

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JS Gounot @jsgounot.bsky.social · 14/07/2026
Thanks, that's an interesting idea. I'll look into it.
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JS Gounot @jsgounot.bsky.social · 13/07/2026
For those who know, this is very much inspired by Hacker News, a similar platform for computer science. The website is completely new. I would be very happy to hear any suggestions or potential bugs. Feel free to submit your own paper or other science-related content within the feed. Many thanks!
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JS Gounot @jsgounot.bsky.social · 13/07/2026
RNews aims to fill that gap while providing a constant feed of recent publications so you never miss the latest paper on a topic. For now, most of the content is from this automatic feed, but I am hoping that one day, the community will provide the most interesting contributions.
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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
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JS Gounot @jsgounot.bsky.social · 13/07/2026
For those who know, this is very much inspired by Hacker News, a similar platform for computer science. The website is completely new. I would be very happy to hear any suggestions or potential bugs. Feel free to submit your own paper or other science-related content within the feed. Thanks!
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JS Gounot @jsgounot.bsky.social · 13/07/2026
RNews aims to fill that gap while providing a constant feed of recent publications so you never miss the latest paper on a topic. For now, most of the content is from this automatic feed, but I am hoping that one day, the community will provide the most interesting contributions.
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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. ...
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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
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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…
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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.
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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.
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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.
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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! :)
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JS Gounot @jsgounot.bsky.social · 28/11/2025
Hi Sean! Looks very interesting! Will the talks be recorded and shared in some ways? Sadly it will happen during night time for some of us. Should we still register to get access to the records? Thanks!
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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-...
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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...
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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...
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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
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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...
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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
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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 🧵.
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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...
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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...
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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'
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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.
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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...
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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
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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...
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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.
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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".
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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
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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 ...
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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...
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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...
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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...
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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.
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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
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JS Gounot @jsgounot.bsky.social · 20/11/2024
Yes this is the main issue for most of us I guess, but I'll let you know if I think of someone.
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JS Gounot @jsgounot.bsky.social · 19/11/2024
The methodology used in previous paper is relatively easy and would probably only take few weeks or a couple of months top to reproduce. The problem is that previous methods were good enough to observe global patterns, but are subject to context-specific issues. So it's a matter of luck I think.
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JS Gounot @jsgounot.bsky.social · 18/11/2024
If you're looking for a more "mapping-based", you can probably check this: www.nature.com/articles/s41...
nature.com
Fast and accurate metagenotyping of the human gut microbiome with GT-Pro - Nature Biotechnology
Alignment-free SNP calling from metagenomes reduces computational time by two orders of magnitude.
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JS Gounot @jsgounot.bsky.social · 18/11/2024
There are few options already available though, I'd suggest this new tool (just hit biorxiv) from my collaborator: www.biorxiv.org/content/10.1... if you're looking for an "assembly-view" approach.
biorxiv.org
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JS Gounot @jsgounot.bsky.social · 18/11/2024
Hi Nick and Navin - this is not an easy task. As per usual with microbiome, it all depends of the sequencing tech in use, reads depth, if your species is abundant in your metagenomes and if one or multiple strains are present, even though it's possible that the selection is the same for all strains.
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