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Posts by Lisandro Milocco

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Evolving initial conditions: an alternative developmental route to morphological diversity

with Shannon Taylor and @jamesehammond.bsky.social

www.biorxiv.org/content/10.6...

6 hours ago 69 32 3 2
Species-specific oxygen sensing governs the initiation of vertebrate limb regeneration Why mammals cannot regenerate limbs like amphibians do presents a long-standing puzzle in biology. To uncover the underlying differences, we compared amputation responses of embryonic mouse (Mus musculus) and Xenopus laevis tadpole limbs. Lowering ...

๐Ÿšจ Why canโ€™t mammals regenerate limbs like frog tadpoles or salamanders?
In our new paper in @science.org , we show that species-specific oxygen sensing acts as a gatekeeper for initiating limb regeneration ๐Ÿญ๐Ÿธ
๐Ÿ”— www.science.org/doi/10.1126/... #EvoDevo

1 week ago 262 111 21 10
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Zebrafish finds Nemo. New paper with our great collaborators on gap junctional communication in widely divergent species.

www.nature.com/articles/s41...

2 weeks ago 37 15 2 1
Lizard head on the journal
cover

Lizard head on the journal cover

Our work as Editor's choice in @evolletters.bsky.social !โœจ๏ธ

Developmental biases & micro- to macroevution in the lizard skull ๐ŸฆŽ
academic.oup.com/evlett/advan...

2 weeks ago 10 8 0 0

Impacts of genome architecture on the repeatability of polygenic adaptation www.biorxiv.org/content/10.64898/2026.03...

3 weeks ago 6 2 0 0
Two models for the nature of pleiotropy in adaptation. Left: Schematic of the environmental structure in this study. Environments can be mapped onto a multidimensional environment space characterized by chemical and physical compositions. The large green circle represents an environment where adaptive mutants evolved, and the large pink circle is a distant environment. Around each base, a set of identical environmental perturbations (arrows) is applied, generating clusters of similar environments around distinct base environments. Top right: Schematic of fitnotype map for adaptive mutants near their home base environment. By measuring fitness in each of the green environments, one can infer how many fitnotypes matter for this set of mutants in their home environment. Here, only four of the possible 8 fitnotypes matter. Bottom right: When the mutants are moved to the distant base environment, and their fitness is measured in all pink environments (base and perturbations), there are two possibilities. Either more fitnotypes become important and the space appears higher-dimensional (left, pleiotropic expansion), or the set of fitnotypes that matters remains low-dimensional, but shifts (right, pleiotropic shift).

Two models for the nature of pleiotropy in adaptation. Left: Schematic of the environmental structure in this study. Environments can be mapped onto a multidimensional environment space characterized by chemical and physical compositions. The large green circle represents an environment where adaptive mutants evolved, and the large pink circle is a distant environment. Around each base, a set of identical environmental perturbations (arrows) is applied, generating clusters of similar environments around distinct base environments. Top right: Schematic of fitnotype map for adaptive mutants near their home base environment. By measuring fitness in each of the green environments, one can infer how many fitnotypes matter for this set of mutants in their home environment. Here, only four of the possible 8 fitnotypes matter. Bottom right: When the mutants are moved to the distant base environment, and their fitness is measured in all pink environments (base and perturbations), there are two possibilities. Either more fitnotypes become important and the space appears higher-dimensional (left, pleiotropic expansion), or the set of fitnotypes that matters remains low-dimensional, but shifts (right, pleiotropic shift).

Predicting the effect of a #mutation on #fitness is hard. @oliviamghosh.bsky.social @petrovadmitri.bsky.social &co use fitness effects of adaptive yeast mutants to show that underlying genotype-phenotype-fitness maps are low-dimensional but context-dependent @plosbiology.org ๐Ÿงช plos.io/4dLy2Ez

3 weeks ago 35 12 0 0
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๐Ÿšจ We're hiring!
Postdoctoral positions in modeling of development and evolution at @stockholm-uni.bsky.social & @scilifelab.se

Focus: dynamical systems, time-series, phylogenetics, dimensionality reduction

๐Ÿ“ Stockholm
๐Ÿ•’ 2+1 years
๐Ÿ” Details: su.varbi.com/en/what:job/...

Please share!

1 month ago 22 19 1 3
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Our study on shape diversity in cnidarians is now published. The final version includes extensive new data that substantially extend the original bioRxiv preprint. Congrats to everyone who contributed to this work! www.cell.com/cell/fulltex...
@embl.org

1 month ago 140 64 5 3

An Empirical Bayes approach for the study of phenotypic evolution from high-dimensional data www.biorxiv.org/content/10.64898/2026.03...

1 month ago 3 3 0 0
Multipanel figure illustrating the key components of the paper: 1) biophysical reservoir computing where a network of biophysically detailed excitatory and inhibitory neurons are randomly connected, receive a brief input, and produce a sustained spiking pattern in response, 2) an illustration of the task the biophysical reservoir computer is trained on: a simplified working memory task where the network must produce distinct fixed point attractors in response to different inputs.

Multipanel figure illustrating the key components of the paper: 1) biophysical reservoir computing where a network of biophysically detailed excitatory and inhibitory neurons are randomly connected, receive a brief input, and produce a sustained spiking pattern in response, 2) an illustration of the task the biophysical reservoir computer is trained on: a simplified working memory task where the network must produce distinct fixed point attractors in response to different inputs.

Happy to share a new preprint from my PhD thesis! โ€œA novel framework for expanding RNNs with biophysical detail to solve cognitive tasksโ€ ๐Ÿง ๐Ÿ’ป

๐Ÿ“ www.biorxiv.org/content/10.6...

@jonescompneurolab.bsky.social

1 month ago 56 18 1 0
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This is why we love #CalciumSignaling

Look how mechanical damage triggers long range Ca2+ waves in this plant !!
By @annalisabellandi.bsky.social, who is now around here ;)

Full www.science.org/doi/10.1126/... @science.org #microscopy #cell #mechanobiology ๐Ÿงช๐Ÿ”ฌ

1 month ago 192 57 3 3
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PhD student Ouyang Xuan is going to present our work using representation learning to map developmental flow in morphological landscape: Mon Mar 16 3:30pm 'Morphogenesis' @apsdsoft.bsky.social @aps-dbio.bsky.social
Check it out! #APSGlobalSummit2026

1 month ago 11 1 0 2

Evolutionary dynamics under phenotypic uncertainty www.biorxiv.org/content/10.64898/2026.03...

1 month ago 0 1 0 0

This bridge can help improve estimation of parameters relevant to evolution and clarify how different sources of variation (genetic, environmental, etc.) shape phenotypic covariance.
A step toward a more integrated perspective on variation in evolution, combining #EvoDevo and #QuantitativeGenetics!

1 month ago 6 1 1 0
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We connect two ways of thinking about phenotypic variation:

1๏ธโƒฃ A dynamical systems view of development, where phenotypes emerge through generative processes;

2๏ธโƒฃ Quantitative genetics, which describes variation statistically and is used to predict evolutionary change (and methods like GWAS).

1 month ago 8 0 1 0
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Bridging developmental and statistical approaches to variation and evolution | PNAS Phenotypic variation is the raw material for evolutionary diversification and adaptation. However, a critical gap remains in evolutionary theory be...

How does development shape the variation evolution can act on?

In our new paper in @pnas.org , we bridge developmental dynamics and quantitative genetics, linking dynamical models of phenotype formation with the statistical parameters used to study evolutionary change

www.pnas.org/doi/10.1073/...

1 month ago 81 33 2 2
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SciLifeLab Fellow and Stockholm University researcher Mafalda Ferreira and PhD student Maja Svedberg photograph museum specimens of ptarmigans, to understand how they change colors. Visible: the two researchers are photographed from behind, when Mafalda Ferreira is setting up the camera that is standing on a tripod in a white photo tent.

SciLifeLab Fellow and Stockholm University researcher Mafalda Ferreira and PhD student Maja Svedberg photograph museum specimens of ptarmigans, to understand how they change colors. Visible: the two researchers are photographed from behind, when Mafalda Ferreira is setting up the camera that is standing on a tripod in a white photo tent.

(1/2) To study #SeasonalAdaptation, @mafaldaferreira.bsky.social (SciLifeLab / @stockholm-uni.bsky.social) do #fieldwork in remote parts of the world, measure color of specimens in museum collections and work in the wet lab and do computational work. โ†“ ๐Ÿ–ฅ๏ธ๐Ÿงฌ๐Ÿงช๐ŸŒ
youtu.be/llCvotNH5to

1 month ago 8 2 1 2
Lateral view of a preserved croaking gecko (Aristelliger) embryo

Lateral view of a preserved croaking gecko (Aristelliger) embryo

Iโ€™m so excited to announce our new paper in @journal-evo.bsky.social showing how embryology can help us determine ancestral character states in temporal niche

academic.oup.com/evolut/advan...

Collab w/ A Bauer, A Wegerski, @tonygamble.bsky.social, & A Rasys

#GeckoEvoDevo #Aristelliger
1/x

1 month ago 53 24 4 1
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Gene regulatory networks: from correlative models to causal explanations Nature Reviews Genetics - In this Perspective, Maizels and Briscoe discuss the limitations of current models of gene regulatory networks and outline solutions to harness data abundance without...

New Perspective form Rory Maizels & me: "Gene regulatory networks: from correlative models to causal explanations"

Gene regulatory networks are supposed to give us mechanistic explanations of development, so why are we drowning in 'hairballs' of statistical correlations?

rdcu.be/e7zx7

1 month ago 121 46 2 2
Video

Curious about the origin of development during the transition to multicellularity?

A very belated preprint alert: bit.ly/4rr2mHU
Reproduction emerges from ecological interactions at the onset of multicellularity.

A short ๐Ÿงต with lots of videos...

1 month ago 100 35 3 6
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๐Ÿšจ We're hiring!
Postdoctoral positions in modeling of development and evolution at @stockholm-uni.bsky.social & @scilifelab.se

Focus: dynamical systems, time-series, phylogenetics, dimensionality reduction

๐Ÿ“ Stockholm
๐Ÿ•’ 2+1 years
๐Ÿ” Details: su.varbi.com/en/what:job/...

Please share!

1 month ago 22 19 1 3
Men studying a dragon

Men studying a dragon

ENDOWED PROFESSORSHIP IN HISTORY OF SCIENCE
My home department at Uppsala University is advertising an endowed professorship in the history of science. This is the best position in the field in Sweden, and probably in all of Scandinavia. Apply before 30 April 2026. www.uu.se/en/about-uu/...

1 month ago 181 151 2 6
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How does development affect the evolutionary process?

Join our symposium at www.evodevoconference26.com
in Glasgow this June. We have a strong lineup of invited speakers, chaired by me and @milocco.bsky.social

Submit your abstract before Thursday! โฐ

1 month ago 14 13 1 1
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Birds That Don't Exist: Niche Preโ€Emption as a Constraint on Morphological Evolution in the Passeroidea We use topological data analysis to reveal a persistent morphological gap in a major group of songbirds (superfamily Passeroidea). The gap remained unoccupied for millions of years, even though nearb....

This looks like it might be particularly interesting to folks in #hpbio e.g. interested in niche concepts or some of Lewontin's arguments. "Birds That Don't Exist: Niche Pre-ยญEmption as a Constraint on Morphological Evolution in the Passeroidea" by Chia et al. onlinelibrary.wiley.com/doi/full/10....

1 month ago 19 8 2 0
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Can we simulate realistic evolutionary trajectories and โ€œreplay the tape of lifeโ€? In this work, we propose a flexible, generalizable deep learning framework for modeling how the entire protein sequence evolves over time while capturing complex interactions across sites. 1/n
doi.org/10.64898/202...

2 months ago 83 35 3 1
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Collect #NeuralCrest Cells for #SingleCell #RNAseq from any vertebrate.

Our new paper, present an antibody-guided #FACS method to collect NCCs. No trans-genesis or in ovo manipulation required.

Demonstrated in wall #lizard #embryos using #microscopy, #RTqPCR and #scRNAseq.

doi.org/10.1111/ede....

2 months ago 6 4 1 1
10th European Society for Evolutionary Developmental Biology Meeting 2026 The European Society for Evolutionary Developmental Biology is delighted to welcome you to the 10th biennial meeting, to be held at the University of Glasgow from June 9th - 12th in 2026.

Tom Van Dooren and I are organising a symposium on "Advances in theoretical evo-devo" at the next Euro Evo Devo meeting in Glasgow. Invited speakers: @n-martin.bsky.social, Nayely Vรฉlez-Cruz, Thomas Hansen & Gรผnter Wagner. Consider submitting an abstract, now open! www.evodevoconference26.com

2 months ago 10 9 1 0

From Pankajโ€™s Mehta group www.biorxiv.org/content/10.6... โ€œOur findings highlight the need for rigorous benchmarking and suggest that the biology of cell identity can be captured by simple linear representations of single cell gene expression data.โ€ ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ

2 months ago 12 6 0 0

Morphological innovation without gene co-option: the Drosophila sex comb evolved via changes in developmental tempo and energy metabolism www.biorxiv.org/content/10.64898/2026.02...

2 months ago 7 3 0 0

Existence of Causation without Correlation in Transcriptional Networks www.biorxiv.org/content/10.64898/2026.02...

2 months ago 2 3 0 0