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Claire Patiou, PhD.

@cpatiou.bsky.social
147 followers 199 following 10 posts

PhD from @Evo_Eco_Paleo Interested in small but mighty ORFs #genomics #evolution #bioinformatics www.researchgate.net/profile/Claire…

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Reposted by Claire Patiou, PhD.
Natalia (娜塔莉) @wrycritic.bsky.social · 12/09/2026
Life Saving Tip: If people go out of their way to warn you against a lab. Listen. Numerous people can't independently make up the same story. What happened to them WILL happen to you. The university won't protect you. "I can stand my ground" You can't. Your reputation & mental health aren't worth it
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Reposted by Claire Patiou, PhD.
Ran Blekhman @blekhman.bsky.social · 30/08/2026
Harvard is launching AI avatars of its faculty, and closing its writing center. UChicago is handing out free Claude, and then banning AI use in core courses. The University's response to AI is a mess. My new post, where I try to understand why: blekhman.substack.com/p/universiti...
blekhman.substack.com
Universities are failing this AI moment
The standard university response to a new challenge takes years. AI is not waiting.
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Reposted by Claire Patiou, PhD.
Amrei Bahr @amreibahr.bsky.social · 14/03/2025
English version of the documentary about power abuse in the Max Planck Society can be found here. 144.000 views already, more than 800 comments. Share it to make colleagues aware of what happens in German academia & the MPG! #IchBinHanna #PowerAbuse
youtube.com
How Germany's elite research institution fails young scientists | DW Documentary
YouTube video by DW Documentary
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Reposted by Claire Patiou, PhD.
Daniel Leising @leising.bsky.social · 22/04/2025
Highly recommended: this recent talk about how structural flaws promote the persistence of power abuse in academia. Comprehensive, concise and obviously well-informed. media.ccc.de/v/eh22-84-th...
media.ccc.de
The Silent Scandal - Power Abuse and Corruption by Design in German Research
Female PhD students "disciplined" with a cane by their professor - absurd? Female professors losing their positions under dubious circums...
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Reposted by Claire Patiou, PhD.
Kieran Samuk @ksamuk.bsky.social · 03/08/2026
Just posted: a group paper describing major updates to my software pixy, for population genetic summary statistics. www.biorxiv.org/content/10.6... New since 2021: arbitrary ploidy, multiallelic sites, missingness-aware Watterson's θ and Tajima's D, Hudson's FST, multicore execution!
Alt text: Schematic of the pixy workflow. Left, inputs: a bgzipped, tabix- or CSI-indexed VCF with callable sites supplied as an all-sites VCF or gVCF blocks, a populations file, and optional BED and sites files. Centre, core: windowing by fixed width, BED or region; statistic selection; options for Hudson's FST, multiallelic SNPs, automatic ploidy detection and multicore execution. Right, outputs: one TSV per statistic for pi, dxy, FST, Watterson's theta and Tajima's D, with raw count columns for exact aggregation. Bottom, development: GitHub fork and pull request, local checks with ruff, mypy and pytest, continuous integration across Python 3.10 to 3.14, and distribution through conda-forge. Features new since the 2021 release are badged "new".
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Reposted by Claire Patiou, PhD.
Jeffrey Ross-Ibarra @jrossibarra.bsky.social · 02/08/2026
Can I just include this in paper reviews every time someone ignores invariant sites and calculates π incorrectly?
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Reposted by Claire Patiou, PhD.
Carl T. Bergstrom @carlbergstrom.com · 21/07/2026
1. We—@eduede.bsky.social, @mjcrockett.bsky.social, Kevin Gross, and I—have a new preprint on the arXiv today, based on ideas that emerged during an @sfiscience.bsky.social workshop in November 2024: The unintended consequences of large language models as a labor-augmenting technology in science.
arxiv.org
The unintended consequences of large language models as a labor-augmenting technology in science
As a labor-augmenting technology, large language models (LLMs) have the potential to accelerate scientific activity across the research pipeline. But even if LLMs perform on par with human experts at ...
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Reposted by Claire Patiou, PhD.
Gaurav Athreya @gauravathreya.bsky.social · 29/07/2026
wanna read the latest overview of “internal evolutionary conflicts” — scenarios where genes spread despite being organism-deleterious? and wanna learn how to model them? look at our new preprint! we introduce unifying ideas, and try hard to write accessibly. small 🧵 www.biorxiv.org/content/10.6...
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Claire Patiou, PhD. @cpatiou.bsky.social · 29/07/2026
Face à l’IA générative, l’objection de conscience atecopol.hypotheses.org/13082
atecopol.hypotheses.org
Face à l’IA générative, l’objection de conscience
Manifeste pour l’enseignement supérieur et l’éducation nationale [Vous pouvez signer ce manifeste (version pdf ici) dans ce formulaire. Un document de mise en perspective critique des discours de défe...
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Reposted by Claire Patiou, PhD.
Rees Kassen @reeskassen.bsky.social · 02/07/2026
What might a functional theory for the genetics of adaption look like? A first proposal: academic.oup.com/gbe/advance-... TL;DR : it’s all about rebalancing stress and growth.
academic.oup.com
Towards a functional genetics of adaptation: insights from microbial experimental evolution
Abstract. A general theory of adaptation is one that accounts for both the quantitative and functional properties of adaptive evolution. To date, the field
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Reposted by Claire Patiou, PhD.
Mark Dingemanse @markdingemanse.net · 28/07/2026
The nearly 2k signatories of 'Stop the uncritical adoption of "AI" technologies in acdemia' openletter.earth/open-letter-... by @olivia.science @irisvanrooij.bsky.social et al have formed a mosaic of networks and communities — a great resource for fellow travellers
openletter.earth
Open Letter: Stop the Uncritical Adoption of AI Technologies in Academia
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Reposted by Claire Patiou, PhD.
Joanna Masel @joannamasel.bsky.social · 27/07/2026
Our paper on how better amino acid substitution matrices trained on cleaned alignments improve gene tree inference, and on best practice for cleaning MSAs more broadly, is now out academic.oup.com/mbe/advance-.... New options in both IQTree and Muscle5. @phylowheeler.bsky.social
academic.oup.com
Improved gene tree inference from removing alignment errors both from focal genes and when training substitution models
Abstract. Multiple Sequence Alignment (MSA) is a key step in phylogenetic analysis and is prone to error. Unfortunately, algorithms that remove likely alig
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Reposted by Claire Patiou, PhD.
Dr. Thomas Martínez @thomasmartinez.bsky.social · 05/06/2026
Check out our new review article on intrinsically disordered #microproteins now out in @acs.org Biochemistry! pubs.acs.org/doi/10.1021/...
pubs.acs.org
No Time to Fold: Intrinsically Disordered Microproteins in Action
Advances in genomics, proteomics, and bioinformatics have uncovered the existence of thousands of translated small open reading frames less than 100–150 codons in length that encode microproteins. In ...
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Reposted by Claire Patiou, PhD.
Mart Krupovic @mkrupovic.bsky.social · 03/03/2026
With Eugene Koonin, we propose a concept of “the selfish ribosome”, under which evolution of life is viewed as a ribosomal takeover, where the ribosome evolved to consume most of the cell’s resources, while other cellular componentry ensures the propagation of the ribosome. arxiv.org/abs/2602.23268
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Reposted by Claire Patiou, PhD.
Science Magazine @science.org · 25/04/2026
U.S. President Donald Trump has fired all 24 members of the National Science Board, the body that oversees the National Science Foundation. scim.ag/4cxQWhl
scim.ag
Trump fires NSF's oversight board
Dismissal of the National Science Board is widely seen as latest move to erase NSF’s independence
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Reposted by Claire Patiou, PhD.
Simon Hammann @simonhammann.bsky.social · 20/04/2026
Don't be shy to take on a little two-week side project. These five months will be the most precious three years of your academic journey.
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Reposted by Claire Patiou, PhD.
Thomas Lesaffre 🌱 @thomaslesaffre.bsky.social · 07/04/2026
🌺 PhD position in Theoretical Evolutionary Biology! 🌺 There is about two weeks left to apply to come work with me on the evolution of plant reproductive strategies at @unifr.bsky.social ! Contact me or visit here or for more info: tinyurl.com/monoecy Please share! 🌱
A view of the city of Fribourg, Switzerland
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Reposted by Claire Patiou, PhD.
Experimental History @exp-history.blogsky.venki.dev · 03/03/2026
The one science reform we can all agree on, but we're too cowardly to do
experimental-history.com
The one science reform we can all agree on, but we're too cowardly to do
OR: the long overdue forest fire
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Reposted by Claire Patiou, PhD.
Université de Lille @univlille.bsky.social · 16/03/2026
Quand la future génération s'adresse à l'actuelle 👩‍🎓👨‍🎓 C'était lundi dernier suite à la 6e cérémonie des docteurs qui avait lieu au Nouveau Siècle et qui récompensait 230 nouveaux docteurs issus des 7 écoles graduées. On avait une petite surprise pour 5 d'entre eux 🧒 👋 @rechercheulille.bsky.social
youtu.be
Explique ta thèse à un enfant 🧒 Cérémonie de docteurs 2026 - Université de Lille
YouTube video by Université de Lille
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Reposted by Claire Patiou, PhD.
Calvin McCarter @calvinmccarter.bsky.social · 13/03/2026
We've been investing heavily in better protein language models (PLMs), but relatively little work addresses how to best generate with them. We present a new search-based method for PLMs and exhaustively benchmark models and methods, including with in vitro data from antibody therapeutics campaigns.🧵
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Reposted by Claire Patiou, PhD.
Charles Mullon @charlesmullon.bsky.social · 09/03/2026
With @saramitri.bsky.social, @sonjalehtinen.bsky.social and L. Lehmann we’ve launched the UNIL Center for Theory in Ecology and Evolution @unil.bsky.social🇨🇭 To kick things off, we’re offering short visiting fellowships for theorists in ecology & evolution. Apply & pls RP 😀 tinyurl.com/2wem36zz
unil.ch
Unil center for theory in ecology and evolution (UCTEE) - FBM Unil
Page Unil Center for Theory in Ecology and Evolution of site Faculty of Biology and Medicine hosted by the University of Lausanne
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Reposted by Claire Patiou, PhD.
Mar Albà lab @maralbalab.bsky.social · 08/03/2026
New preprint from the group! Here we use Nanopore dRNA and Ribo-Seq data from multiple yeast species to discover tens of highly conserved microproteins encoded by uORFs in polycistronic transcripts/alternative isoforms. @prbb.org @grib-barcelona.bsky.social www.biorxiv.org/content/10.6...
biorxiv.org
Evolutionary emergence and preservation of microproteins encoded by upstream ORFs
The analysis of ribosome profiling (Ribo-Seq) data has provided evidence that many eukaryotic mRNAs contain translated upstream or downstream ORFs (uORFs/dORFs), but the biological significance of this translation activity remains, for the most part, unknown. One of the principal limitations has been the lack of Ribo-Seq data from several closely related species, precluding the identification of cases in which translation is phylogenetically conserved. Here, by combining Ribo-Seq data from 100 different experiments, we identify 2,332 translated uORFs and 1,008 translated dORFs in S. cerevisiae, which result in microproteins that tend to be highly hydrophobic or positively charged. To study their phylogenetic conservation, we have generated Nanopore direct RNA sequencing data, together with Ribo-Seq data, from six additional Saccharomyces species, spanning an evolutionary period of around 16 million years. We have identified 195 translated S. cerevisiae uORFs that are also translated in other Saccharomyces species; these uORFs are translated at levels comparable to the main coding sequence and display signatures of purifying selection at the level of the encoded microproteins. In contrast, dORFs are translated at very low levels and they are rarely conserved, suggesting much more limited microprotein functionalization. We have also discovered that uORF translation is associated with the formation of alternative transcript isoforms encompassing the region containing the uORFs but not the main protein coding sequence, implying that some microproteins can be produced independently of the main protein product. This work significantly advances our understanding of how initially pervasive uORF translation can result in new microproteins, providing many new candidates for further functional studies. ### Competing Interest Statement The authors have declared no competing interest. European Research Council, https://ror.org/0472cxd90, 101052538 Ministerio de Ciencia, Innovación y Universidades, PID2021- 122726NBI00, PGC2018-094091- B-I00, PID2022-136939OBI00, CEX2024-001431-M, MICIU/AEI/10.13039/501100011033 Generalitat de Catalunya, https://ror.org/01bg62x04, 2021SGR00042, 2021SGR00176
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Reposted by Claire Patiou, PhD.
bioRxiv Genomics @biorxiv-genomic.bsky.social · 06/03/2026
Evolutionary emergence and preservation of microproteins encoded by upstream ORFs www.biorxiv.org/content/10.64898/20…
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Reposted by Claire Patiou, PhD.
Liedewij Laan @liedewijlaan.bsky.social · 12/02/2026
Meeting alert! EMBO workshop about molecular and physical principles in evolution in Portugal, 2-5 June 2026. Deadline for registration is March 1st. Check out the website it should be a fun and informative workshop bridging evolutionary biology and physics of life meetings.embo.org/event/26-cel...
meetings.embo.org
The rules of the game: biophysical & molecular principles in cellular evolution
Cells are the fundamental units of life, shaped by evolution into a remarkable diversity of forms and functions. Much is known about the roles of genes and proteins, the regulation of molecular proce…
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Reposted by Claire Patiou, PhD.
Stephan Köstlbacher @stephkoe.bsky.social · 05/03/2026
🧵 1/10 New paper out in @natmicrobiol.nature.com from my postdoc at @mib-wur.bsky.social! 🎉 How eukaryote-like was the archaeal ancestor of eukaryotes? Sequence searches alone can't tell us — so we used protein structure prediction to look deeper. 🧬 www.nature.com/articles/s41...
nature.com
Prediction of eukaryotic cellular complexity in Asgard archaea using structural modelling - Nature Microbiology
A structural catalogue of the Asgard archaeal pangenome reveals hundreds of eukaryotic-like proteins that suggest a higher degree of cellular complexity in the archaeal ancestor of eukaryotes.
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Reposted by Claire Patiou, PhD.
Sina Majidian @sinamajidian.bsky.social · 10/02/2026
De-novo promoters emerge more readily from random DNA than from genomic DNA www.biorxiv.org/content/10.1...
Figure 1. The genome is enriched with active promoters relative to random DNA.
(A) We cloned the random library of 150 bp N-mer sequences (n=17,129, purple), and the genomic library of 100-300 bp sequences (n=91,866, magenta) into the dual-reporter plasmid MR1 (pMR1), which drives the expression of green fluorescent protein (GFP, teal) from inserts on the top DNA strand, and that of red fluorescent protein (RFP, orange) on the bottom strand. We transformed E. coli cells with the plasmid libraries. (B) We sorted the bacterial libraries into fluorescence bins at four fluorescence strengths: none, weak, moderate, and strong for both GFP and RFP (eight bins total) with a cell-sorter. We bulk-sequenced the library inserts from each bin and calculated fluorescence scores in arbitrary units (a.u.) ranging between one (none) and four (strongest) (Methods). (C) The probability that a DNA sequence in the random (purple) and genomic (magenta) libraries is a promoter relative to its AT-content. (D) For 102 position-weight matrices (PWMs) for transcription factors and sigma (σ) factors, we plot the percentage of sequences in each library (purple: random, magenta: genome) that encode at least one putative factor binding site (vertical axis) against the respective PWM’s information content in bits. We test for equality of the frequency distributions between the random and genome libraries with a paired t-test (p=7.48×10−12).
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Reposted by Claire Patiou, PhD.
Brian D. Wade @astrobrian.bsky.social · 25/02/2026
A symbiotic origin of the ribosome? #OriginsOfLife #scienceSky academic.oup.com/pnasnexus/ar...
academic.oup.com
A symbiotic origin of the ribosome?
Abstract. The origin of life is one of the great mysteries of science. Of the multiple unsolved problems, the origin of the translation system (the means b
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Reposted by Claire Patiou, PhD.
Anne Lopes @anne-lopes.bsky.social · 11/01/2026
Fresh news on de novo genes! Happy to present our latest work published in Nature communications: www.nature.com/articles/s41... Keywords not in specific order: intergenic ORFs, de novo genes, GC content, foldability, genetic code, ancestral sequence reconstruction and more :)
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Reposted by Claire Patiou, PhD.
Jack Tierney @jackatierney.bsky.social · 01/09/2025
Many transcriptome regions are translated but not known to encode proteins. They remain poorly annotated and thus under studied, partly due to the lack of terminology for these features. In @natmethods.nature.com we propose using "Translon" for any region decoded by the ribosome
Snapshot of the Correspondence titled 'Translon: a single term for translated regions'
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Reposted by Claire Patiou, PhD.
bioRxiv Evolutionary Biology @biorxiv-evobio.bsky.social · 07/02/2026
De novo origin and evolution of an antimicrobial protein function www.biorxiv.org/content/10.64898/20…
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Reposted by Claire Patiou, PhD.
Lars Eicholt @lacholt.bsky.social · 28/01/2026
Check out our new review in Nature Reviews Genetics on de novo emerged genes and proteins. How they emerge, are lost and persist - and how de novo emerged proteins relate to randomized proteins! @bornberglab.bsky.social www.nature.com/articles/s41...
nature.com
Emergence and evolution of protein-coding de novo genes - Nature Reviews Genetics
De novo gene evolution entails the birth of new genes from previously non-coding DNA. In this Review, Bornberg-Bauer and Eicholt overview how protein-coding de novo genes are identified, the mechanist...
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Reposted by Claire Patiou, PhD.
Bornberglab @bornberglab.bsky.social · 28/01/2026
New review out in Nat Rev Genet: Emergence & evolution of protein-coding de novo genes by Erich and Lars Eicholt @lacholt.bsky.social. How non-coding DNA becomes translated, persists or is lost in populations, and can yield structured/functional proteins—plus methods & open questions! rdcu.be/e09SM
rdcu.be
Emergence and evolution of protein-coding de novo genes
Nature Reviews Genetics - De novo gene evolution entails the birth of new genes from previously non-coding DNA. In this Review, Bornberg-Bauer and Eicholt overview how protein-coding de novo genes...
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Claire Patiou, PhD. @cpatiou.bsky.social · 25/01/2026
www.currentaffairs.org/news/ai-is-d...
currentaffairs.org
AI is Destroying the University and Learning Itself
Students use AI to write papers, professors use AI to grade them, degrees become meaningless, and tech companies make fortunes. Welcome to the death of higher education.
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Reposted by Claire Patiou, PhD.
Dr. Wen-Juan Ma | 马文娟 @wenjuanma84.bsky.social · 22/01/2026
🚨Hiring a postdoc! Are you interested in #evolutionarygenomics, #sexchromosomes, #transposableelements & #Sexspecific #recombination in 🐸🧬? Join my lab @vubrussel.bsky.social 🔹 @fwovlaanderen.bsky.social funded up to 3y 🔹 Deadline 10/3/2026 🔹 Start ~1/6/2026 Apply 👉: jobs.vub.be/job/Elsene-P...
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Claire Patiou, PhD. @cpatiou.bsky.social · 20/01/2026
🧬 What does the starting material from which genes could emerge #denovo look like? 🌱 We used #RiboSeq to investigate the landscape of translated de novo ORFs in 3 #Arabidopsis species, and how they might be linked to gene birth! 📝 Check out our preprint here: doi.org/10.1101/2025...
doi.org
Pervasive translation of short open reading frames and de novo gene emergence in Arabidopsis
Ancestrally non-genic sequences are now widely recognized as potential reservoirs for the de novo emergence of new genes. Across clades, some de novo genes were proven to have substantial phenotypic effects, and to contribute to the emergence of novel biological functions. Yet, still very little is known about the starting material from which de novo genes emerge, especially in plants. To fill this gap, we generated Ribosome Profiling data from the closely related species Arabidopsis halleri, A. lyrata and A. thaliana and characterized genome-wide patterns of translation across them. Synteny analysis revealed 211 Open Reading Frames (ORFs) that have emerged de novo within the Arabidopsis genus and already exhibit signs of active translation. Most of these de novo translated ORFs were species- and even accession-specific, indicating their transient nature, with patterns of polymorphism consistent with neutral evolution in natural populations. They were also significantly shorter and less expressed than conserved Coding DNA Sequences (CDS), and their GC content increased with phylogenetic conservation. While most of them were located in intergenic regions and are thus newly discovered, 34 were previously annotated as CDS in at least one genome, and are promising putative genes. Our results demonstrate the abundance of translation events outside of conserved CDS, and their role as starting material for the emergence of novel genes in plants. ### Competing Interest Statement The authors have declared no competing interest. Université de Lille, https://ror.org/0546v5182
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Reposted by Claire Patiou, PhD.
Genome Biology and Evolution @genomebiolevol.bsky.social · 29/12/2025
@ccasola.bsky.social, V. Luria, @vakirlis.bsky.social & @lizhao.bsky.social discuss advances and open questions in de novo gene emergence and evolution presented at the SMBE Satellite Meeting on De Novo Gene Birth (@official-smbe.bsky.social). 🔗 doi.org/10.1093/gbe/evaf230 #genome #evolution
doi.org
De Novo Genes: Current Status and Future Goals
Abstract. The recent Society for Molecular Biology and Evolution Satellite Meeting on De Novo Gene Birth, hosted at Texas A&M University on November 6
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Reposted by Claire Patiou, PhD.
Omaya Dudin 𓂆 ¦🍉¦🦠¦🔬¦ @dudinlab.bsky.social · 16/01/2026
📢 Open faculty position – Origins of Life We have an opening in our section at the University of Geneva! 🧬🚀 SPREAD THE WORD Apply here: jobs.unige.ch/www/wd_porta...
media.tenor.com
a woman says " would you like to join us " with her eyes closed
ALT: a woman says " would you like to join us " with her eyes closed
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Claire Patiou, PhD. @cpatiou.bsky.social · 09/01/2026
It was an immense pleasure to be back in Lille and present work from my PhD @popgroup2026.bsky.social , a huge thanks to the organizers! 😁 #PGG59
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Reposted by Claire Patiou, PhD.
SPP 2349 Gevol @gevol.bsky.social · 26/11/2025
📢 Job alert: Post-Doc Position in the project "Functional annotation of genomic🧬 innovations in a densely populated clade🪰 with deep learning 💻" Join the GEvol community in a collaborative project between @bornberglab.bsky.social and @katharinahoff.bsky.social lab. 👉 bornberglab.org/post-doc-pos...
bornberglab.org
Post-Doc – bornberglab.org
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Reposted by Claire Patiou, PhD.
EvolDir @evoldir.bsky.social · 03/12/2025
Postdoctoral Research Associates are sought for the GEvol project on evolutionary genomics. Candidates should have programming and data analysis skills. More info: g-evol.uni-muenster.de/open-positio… #postdoc
g-evol.uni-muenster.de
Open Positions – GEvol – DFG SPP 2349
Open Positions – GEvol – DFG SPP 2349
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Reposted by Claire Patiou, PhD.
Pauline Provini @paulineprovini.bsky.social · 02/12/2025
DAFNEE, a useful database of academic-friendly journals in #Ecology and Evolutionary #Biology academic.oup.com/jeb/advance-...
academic.oup.com
Time to publish responsibly: DAFNEE, a database of academia-friendly journals in ecology and evolutionary biology
Abstract. The current economics of scientific publishing reveal a profound imbalance: academia pays prices far exceeding the actual costs of publication. R
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Reposted by Claire Patiou, PhD.
Mike Blazanin @mikeblazanin.bsky.social · 27/11/2025
Time to publish responsibly: DAFNEE, a database of academia-friendly journals in ecology and evolutionary biology url: academic.oup.com/jeb/article/...
academic.oup.com
Time to publish responsibly: DAFNEE, a database of academia-friendly journals in ecology and evolutionary biology
Abstract. The current economics of scientific publishing reveal a profound imbalance: academia pays prices far exceeding the actual costs of publication. R
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Reposted by Claire Patiou, PhD.
Jamie Heather @jamieheather.bsky.social · 14/08/2025
My generation had to deal with datasets where Excel had autocorrected gene names to dates. Future generations are going to have to deal with the hallucinations of slopbots.
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Reposted by Claire Patiou, PhD.
Mark A. Hanson @hansonmark.bsky.social · 11/11/2025
We wrote the Strain on scientific publishing to highlight the problems of time & trust. With a fantastic group of co-authors, we present The Drain of Scientific Publishing: a 🧵 1/n Drain: arxiv.org/abs/2511.04820 Strain: direct.mit.edu/qss/article/... Oligopoly: direct.mit.edu/qss/article/...
A table showing profit margins of major publishers. A snippet of text related to this table is below.

1. The four-fold drain
1.1 Money
Currently, academic publishing is dominated by profit-oriented, multinational companies for
whom scientific knowledge is a commodity to be sold back to the academic community who
created it. The dominant four are Elsevier, Springer Nature, Wiley and Taylor & Francis,
which collectively generated over US$7.1 billion in revenue from journal publishing in 2024
alone, and over US$12 billion in profits between 2019 and 2024 (Table 1A). Their profit
margins have always been over 30% in the last five years, and for the largest publisher
(Elsevier) always over 37%.
Against many comparators, across many sectors, scientific publishing is one of the most
consistently profitable industries (Table S1). These financial arrangements make a substantial
difference to science budgets. In 2024, 46% of Elsevier revenues and 53% of Taylor &
Francis revenues were generated in North America, meaning that North American
researchers were charged over US$2.27 billion by just two for-profit publishers. The
Canadian research councils and the US National Science Foundation were allocated US$9.3
billion in that year.A figure detailing the drain on researcher time.

1. The four-fold drain

1.2 Time
The number of papers published each year is growing faster than the scientific workforce,
with the number of papers per researcher almost doubling between 1996 and 2022 (Figure
1A). This reflects the fact that publishers’ commercial desire to publish (sell) more material
has aligned well with the competitive prestige culture in which publications help secure jobs,
grants, promotions, and awards. To the extent that this growth is driven by a pressure for
profit, rather than scholarly imperatives, it distorts the way researchers spend their time.
The publishing system depends on unpaid reviewer labour, estimated to be over 130 million
unpaid hours annually in 2020 alone (9). Researchers have complained about the demands of
peer-review for decades, but the scale of the problem is now worse, with editors reporting
widespread difficulties recruiting reviewers. The growth in publications involves not only the
authors’ time, but that of academic editors and reviewers who are dealing with so many
review demands.
Even more seriously, the imperative to produce ever more articles reshapes the nature of
scientific inquiry. Evidence across multiple fields shows that more papers result in
‘ossification’, not new ideas (10). It may seem paradoxical that more papers can slow
progress until one considers how it affects researchers’ time. While rewards remain tied to
volume, prestige, and impact of publications, researchers will be nudged away from riskier,
local, interdisciplinary, and long-term work. The result is a treadmill of constant activity with
limited progress whereas core scholarly practices – such as reading, reflecting and engaging
with others’ contributions – is de-prioritized. What looks like productivity often masks
intellectual exhaustion built on a demoralizing, narrowing scientific vision.A table of profit margins across industries. The section of text related to this table is below:

1. The four-fold drain
1.1 Money
Currently, academic publishing is dominated by profit-oriented, multinational companies for
whom scientific knowledge is a commodity to be sold back to the academic community who
created it. The dominant four are Elsevier, Springer Nature, Wiley and Taylor & Francis,
which collectively generated over US$7.1 billion in revenue from journal publishing in 2024
alone, and over US$12 billion in profits between 2019 and 2024 (Table 1A). Their profit
margins have always been over 30% in the last five years, and for the largest publisher
(Elsevier) always over 37%.
Against many comparators, across many sectors, scientific publishing is one of the most
consistently profitable industries (Table S1). These financial arrangements make a substantial
difference to science budgets. In 2024, 46% of Elsevier revenues and 53% of Taylor &
Francis revenues were generated in North America, meaning that North American
researchers were charged over US$2.27 billion by just two for-profit publishers. The
Canadian research councils and the US National Science Foundation were allocated US$9.3
billion in that year.The costs of inaction are plain: wasted public funds, lost researcher time, compromised
scientific integrity and eroded public trust. Today, the system rewards commercial publishers
first, and science second. Without bold action from the funders we risk continuing to pour
resources into a system that prioritizes profit over the advancement of scientific knowledge.
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Reposted by Claire Patiou, PhD.
eric lai @lucksmith.bsky.social · 29/10/2025
🪰 folks! I spoke to the Transmitter about FlyBase. As noted at flybase.org, bridge $ ran out and many staff were laid off. Good news is stopgap contributions will keep core FlyBase operations active. But community support remains essential. Please donate @FlyBase and share! 1/2 tinyurl.com/FlyBase
tinyurl.com
FlyBase secures funding for year, but future still uncertain
The FlyBase team’s fundraising efforts have proven successful in the short term, but restoration of its federal grant remains uncertain.
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Reposted by Claire Patiou, PhD.
José Aguilar-Rodríguez @jaguilarrod.bsky.social · 22/10/2025
One of the most exciting works of my career, years in the making. We used high-throughput precision genome editing to test the fitness effects of thousands of natural variants. Our findings challenge the long-held assumption that common variants are inconsequential. www.biorxiv.org/content/10.1...
biorxiv.org
Massively parallel interrogation of the fitness of natural variants in ancient signaling pathways reveals pervasive local adaptation
The nature of standing genetic variation remains a central debate in population genetics, with differing perspectives on whether common variants are almost always neutral as suggested by neutral and n...
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Reposted by Claire Patiou, PhD.
CNRS Hauts-de-France @cnrs-hautsdefrance.bsky.social · 16/09/2025
#PortraitdeScience 👩‍🔬 Découvrez le Portrait de @mariemonniaux.bsky.social, chargée de recherche #EvoEcoPaleo ! Marie Monniaux consacre ses recherches à un phénomène fascinant : l’auto-incompatibilité chez les fleurs🌷 ➡️ www.hauts-de-france.cnrs.fr/fr/cnrsinfo/... 👋 @cnrsecologie.bsky.social
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Reposted by Claire Patiou, PhD.
Marie Monniaux @mariemonniaux.bsky.social · 12/09/2025
Check out this cool work from @crouxevo.bsky.social and others, congrats!!! 🥳 Rapid establishment of species barriers in plants compared with that in animals | Science www.science.org/doi/10.1126/...
science.org
Rapid establishment of species barriers in plants compared with that in animals
Speciation, the process by which new reproductively isolated species emerge from ancestral populations, results from the gradual accumulation of barriers to gene flow within genomes. To date, the noti...
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Reposted by Claire Patiou, PhD.
Richard Sever @richardsever.bsky.social · 04/09/2025
bioRxiv bat signal. We had a huge influx of submissions around Labor Day and now have a backlog. If any affiliates are available to screen, we'd be eternally grateful!
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Reposted by Claire Patiou, PhD.
SPP 2349 Gevol @gevol.bsky.social · 20/08/2025
Lots of inspiring talks & posters at our GEvol symposium at #ESEB2025 yesterday! Thanks to everyone who presented, especially our invited speakers @ahuylmans.bsky.social & @rmwaterhouse.bsky.social. From GEvol, Marie Lebherz, Elisa Israel and Barbara Feldmeyer gave talks about their work. (1/2)
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