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Pierre Millard

@pierremillard.bsky.social

Systems biologist at Toulouse Biotechnology Institute, INRAE, France Member of MetaboHub consortium ❓️ Focus on microbial metabolism for biotechnology and health πŸ›  Main tools: modeling, fluxomics, metabolomics, isotope-based approaches

85 Followers  |  84 Following  |  20 Posts  |  Joined: 21.10.2024  |  2.0187

Latest posts by pierremillard.bsky.social on Bluesky

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Why fundamental research is fundamental to progress, seeding major breakthroughs
Editorial @nature.com this week
And 7 basic science discoveries that changed the world
nature.com/articles/d41...
nature.com/articles/d41...

29.10.2025 12:58 β€” πŸ‘ 152    πŸ” 60    πŸ’¬ 0    πŸ“Œ 2
Enzyme specificity prediction using cross attention graph neural networks - Nature Nature - Enzyme specificity prediction using cross attention graph neural networks

Cool enzyme specificity predictor🦠✨! Build on >300k enzyme-substrate pairs (UniProt, BRENDA, literature), combining ESM-2 embeddings and GNNs to model atom–residue interactions. In one test (34 E. coli metabolites Γ— 860 enzymes), it correctly matched 10! #microsky πŸ§ͺ www.nature.com/articles/s41...

23.10.2025 09:48 β€” πŸ‘ 16    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
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Domesticated animals have pulled our heavy carts and turned our large mills for centuries. But what about the opposite end of the spectrumβ€”what if the wheel you want to turn is so small you can’t see it?

Turns out we can harness the power of bacteria to power the world’s smallest machines.

1/7 βš›οΈπŸ§ͺ

26.10.2025 02:01 β€” πŸ‘ 256    πŸ” 87    πŸ’¬ 3    πŸ“Œ 16
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How can we design complex computational systems using synthetic biology? Check our paper, where we use space as a computational element, dramatically reducing communication requirements while allowing modularity, reusability, scalability & minimal cell engineering.
journals.plos.org/ploscompbiol...

26.10.2025 20:08 β€” πŸ‘ 36    πŸ” 8    πŸ’¬ 0    πŸ“Œ 1
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Cell-Free-Based Thermophilic Biocatalyst for the Synthesis of Amino Acids from One-Carbon Feedstocks Bioproduction from one-carbon compounds, such as formate, is an attractive prospect due to reduced energy requirements and the possibility for using CO2 as a sustainable feedstock. Formate-fixing path...

Cell-Free-Based Thermophilic Biocatalyst for the Synthesis of Amino Acids from One-Carbon Feedstocks
doi.org/10.1021/acss...

20.10.2025 11:36 β€” πŸ‘ 5    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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How can biological systems anticipate future events? In our new paper with @jordiplam.bsky.social, we show how a simple genetic circuit can predict future trends through a simple (and perhaps widespread) mechanism @drmichaellevin.bsky.social @koseskalab.bsky.social www.biorxiv.org/content/10.1...

28.04.2025 22:42 β€” πŸ‘ 97    πŸ” 29    πŸ’¬ 5    πŸ“Œ 3
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A blueprint for designing the next-generation of synthetic C1 microbes - Nature Communications Synthetic one-carbon assimilation could contribute to a more sustainable and circular carbon economy, but much work in this field has focused on model microorganisms. Here the authors provide their perspective on the potential value of non-model microbes, and how that potential could be realised.

πŸš€ Thrilled to share our new Nature Communications article:
β€œA blueprint for designing the next-generation of synthetic C1 microbes”
We propose a framework to unlock sustainable, carbon-efficient biomanufacturing using non-canonical hosts.
πŸ”— www.nature.com/articles/s41... A short 🧡1/4

08.10.2025 09:10 β€” πŸ‘ 8    πŸ” 7    πŸ’¬ 1    πŸ“Œ 0
2025 Lasker Awards – β€œFrom simplicity to complexity: A path to innovation in science and art.” Read the essay in a PNAS Perspective. Portrait of Joseph L. Goldstein.

2025 Lasker Awards – β€œFrom simplicity to complexity: A path to innovation in science and art.” Read the essay in a PNAS Perspective. Portrait of Joseph L. Goldstein.

For 25 years, the Chair of the @laskerfdn.bsky.social Jury has reflected on the intersection of science and art in an annual essay. This year, Joseph L. Goldstein explores β€œFrom simplicity to complexity: A path to innovation in science and art.” Read now: www.pnas.org/doi/10.1073/...

06.10.2025 17:39 β€” πŸ‘ 5    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Image d'un tΓ©lΓ©phone sur lequel se trouve le logo et le nom de Bluesky.
En arrière-plan, un papillon blanc sur fond bleu

Image d'un téléphone sur lequel se trouve le logo et le nom de Bluesky. En arrière-plan, un papillon blanc sur fond bleu

Suite Γ  la migration de scientifiques et d'universitaires de X, Bluesky est devenue une l'une des alternatives.

Afin d'Γ©valuer sa viabilitΓ©/pertinence pour la communication scientifique, cette Γ©tude prΓ©sente une analyse Γ  grande Γ©chelle de la diffusion d'articles scientifiques sur Bluesky.

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24.09.2025 13:54 β€” πŸ‘ 295    πŸ” 149    πŸ’¬ 7    πŸ“Œ 9
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Microbial communities can harbor many species that do not coexist in pairs, yet can coexist in the full community. Here we provide the mathematical foundations of emergent coexistence, and explain why it can't be predicted from pairwise tests www.biorxiv.org/content/10.1...

20.05.2025 13:16 β€” πŸ‘ 106    πŸ” 35    πŸ’¬ 2    πŸ“Œ 1

Cool! Some gut microbes make 2-MiCit from propionate. In vitro, it inhibits 3D colon tumor growth (and normal cells at high dose). Just a 'lucky' one among millions of microbial by-products? I haven't thought of any selective advantage πŸ€” Thoughts? 🦠πŸ§ͺ #microsky #microbiomesky doi.org/10.1016/j.ce...

17.09.2025 04:16 β€” πŸ‘ 16    πŸ” 5    πŸ’¬ 0    πŸ“Œ 0
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πŸ₯ Check out our new preprint on OmniPath, the prior knowledge resource for #SystemsBiology, and its brand-new OmniPath Explorer web app! πŸ₯³

πŸ“– Preprint: www.biorxiv.org/content/10.1...
πŸ” Explorer: explore.omnipathdb.org

OmniPath integrates 160+ resources for multi-omics analysis & modeling.

πŸ§Άβ¬‡οΈ

17.09.2025 13:09 β€” πŸ‘ 38    πŸ” 21    πŸ’¬ 1    πŸ“Œ 0
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Antagonism as a foraging strategy in microbial communities In natural habitats, nutrient availability limits bacterial growth. We discovered that bacteria can overcome this limitation by acquiring nutrients by lysing neighboring cells through contact-dependen...

Thrilled to share our new paper in @science.org describing our discovery that bacteria can switch from competitors to bonafide predators when resources run dryβ€”arming nanoscale β€œspears” (T6SS) to stab & consume neighbours.

www.science.org/doi/10.1126/...

#MicroSKy #Microbiology

13.06.2025 05:39 β€” πŸ‘ 131    πŸ” 71    πŸ’¬ 12    πŸ“Œ 2

Congrats Snorre!!! πŸ‘ It's great to see this coming out πŸŽ‰
and thank you for giving the chance to be a (small) part of this very cool work!

"Microbes release lower-value metabolites at higher rates" 🦠

20.08.2025 09:48 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

I've only read the abstract and I already know this paper is so very correct πŸ‘€

14.09.2025 03:06 β€” πŸ‘ 73    πŸ” 22    πŸ’¬ 6    πŸ“Œ 0

In our new review, we revisit overflow #metabolism across living organisms and propose universal principles of its functioning, integrating insights from studies on yeast, bacterial, and mammalian cells 🦠✨

First first-author paper of Thomas Gosselin-Monplaisir πŸ₯³

πŸ‘‰ Read it here: urlr.me/82Zspc

14.09.2025 21:24 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
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Polysomes and mRNA control the biophysical properties of the eukaryotic cytoplasm Gade et al. report that polysomes and mRNA levels impact the biophysical properties of the cytoplasm. Using passive rheology probes and single-particle tracking, they demonstrate that intracellular diffusion is enhanced when polysomes are disassembled or when mRNA levels are reduced in eukaryotic cells.

Polysomes and mRNA control the biophysical properties of the eukaryotic cytoplasm

07.09.2025 19:50 β€” πŸ‘ 24    πŸ” 9    πŸ’¬ 0    πŸ“Œ 1

A plasmid golden ratio? 🧬
Plasmid copy number β‰ˆ 2.5% of chromosome sizeβ€”consistent across bacterial species!
pmc.ncbi.nlm.nih.gov/articles/PMC... @jerorb.bsky.social
πŸ§ͺ #microbesky

09.09.2025 03:54 β€” πŸ‘ 43    πŸ” 22    πŸ’¬ 0    πŸ“Œ 1
Overflow metabolism: Why cells waste nutrientsβ€”and why it’s not really waste Cells often appear to waste nutrients by releasing them as useless, and sometimes toxic, by-productsβ€”a phenomenon known as overflow metabolism. Far from being mere waste, these molecules also play vit...

Overflow metabolism: Why cells waste nutrientsβ€”and why it’s not really waste

go.nature.com/4n39Ijw

14.09.2025 19:59 β€” πŸ‘ 25    πŸ” 7    πŸ’¬ 1    πŸ“Œ 1
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Can a single cell learn? Even without a brain, some microbes show simple forms of cognition. Can this basal cognition be engineered? Check our new paper with @jordiplam.bsky.social on the minimal synthetic circuits & their cognitive limits. @drmichaellevin.bsky.social www.biorxiv.org/content/10.1...

10.09.2025 11:48 β€” πŸ‘ 109    πŸ” 42    πŸ’¬ 4    πŸ“Œ 6
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I'm going to be advertising for a few positions in my group in the next couple of months for a big project on synthetic microbial communities.

I would love to hear from you if you are interested and I'd also appreciate if everyone could share this far and wide!

13.08.2025 09:35 β€” πŸ‘ 24    πŸ” 13    πŸ’¬ 2    πŸ“Œ 3
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Sub-cellular chemical mapping in bacteria using correlated cryogenic electron and mass spectrometry imaging

Congrats Hannah Ochner and authors on this important paper! Strong collaboration with @kiranrpatil.bsky.social

www.biorxiv.org/cgi/content/...
@mrclmb.bsky.social @wellcometrust.bsky.social

31.08.2025 18:44 β€” πŸ‘ 141    πŸ” 62    πŸ’¬ 3    πŸ“Œ 4

Please repost!

Postdoc in adaptive laboratory evolution and C1 synthetic metabolism!

Location: DTU Biosustain

πŸ¦ πŸ§¬πŸ”¬

Starting in 01/2026!

Fell free to reach out if you have questions!
efzu.fa.em2.oraclecloud.com/hcmUI/Candid...

12.09.2025 11:43 β€” πŸ‘ 8    πŸ” 16    πŸ’¬ 1    πŸ“Œ 0

Je pense Γ  ce fil depuis hier, et je me posais la question de ce que Γ§a implique pour les efforts d'apprendre la programmation et ou l'algorithmique aux non spΓ©cialistes.

14.09.2025 08:59 β€” πŸ‘ 2    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
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Rethinking RNA-binding proteins: Riboregulation challenges prevailing views The advent of system-wide proteomic approaches has largely expanded the number of RNA-binding proteins (RBPs). This review discusses how recent discoveries are transforming our understanding of biolog...

Regulation by RNAs might be even more extensive than we thought. Many enzymes and other proteins not previously considered as RNA-binding proteins do seem to fall into this class & might have their activity regulated by RNA.
www.cell.com/cell/fulltex...

05.09.2025 15:49 β€” πŸ‘ 53    πŸ” 22    πŸ’¬ 2    πŸ“Œ 2
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Strategies and applications of synthetic cell communication - Nature Chemical Biology Recent advances in engineering bottom-up synthetic cells have created powerful compartmentalized biochemical reactors with cell-like abilities. To push the boundaries of the collective capabilities of...

Strategies and applications of synthetic cell communication
doi.org/10.1038/s415...

29.08.2025 09:20 β€” πŸ‘ 11    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0
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Quantitative imaging of lipid transport in mammalian cells Nature - Directional, non-vesicular lipid transport is responsible for fast, species-selective lipid sorting into organelle membranes.

big one! a decade in the making. nadler & team develop tools to track lipid transport in living cells at single-species resolution. turns out non-vesicular, asymmetry-driven transport is the main architect of organelle identity. feels like the dawn of a golden era for lipid biology. rdcu.be/eBGJv

21.08.2025 08:51 β€” πŸ‘ 58    πŸ” 21    πŸ’¬ 1    πŸ“Œ 0
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Origins of life: the molecules that could have unlocked peptide synthesis For life to emerge on Earth, peptides must first have formed without the aid of enzymes β€” but how? Reactions of sulfur-containing molecules might have been key.

For life to emerge on Earth, peptides must first have formed without the aid of enzymes β€” but how? Reactions of sulfur-containing molecules might have been key

go.nature.com/4oX04jC

28.08.2025 09:01 β€” πŸ‘ 56    πŸ” 15    πŸ’¬ 0    πŸ“Œ 1
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Aggresomes protect mRNA under stress in Escherichia coli - Nature Microbiology Ribonucleoprotein aggresomes exclude ribonucleases and protect mRNA to promote rapid translation reactivation and cellular recovery after stress alleviation in Escherichia coli.

Aggresomes protect mRNA under stress in Escherichia coli
www.nature.com/articles/s41... "prolonged stress leading to ATP depletion in Escherichia coli results in increased aggresome formation, compaction and selective mRNA enrichment within these aggresomes" 🦠 #microsky #rnasky

23.08.2025 08:51 β€” πŸ‘ 26    πŸ” 11    πŸ’¬ 1    πŸ“Œ 2
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Autocatalytic selection of gene functions in vitro
doi.org/10.1101/2025...

27.08.2025 07:53 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

@pierremillard is following 20 prominent accounts