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Andrea Luppi, PhD

@loopyluppi.bsky.social

151 Following191 Followers

Principal Investigator in computational integrative neuroscience - Oxford University & St John's College, Cambridge - network science, brain dynamics, information theory, computational modelling, consciousness science

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@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

11/ Want the full story? ๐Ÿ“–

Open Access ๐Ÿ‘‰ doi.org/10.1038/s415...

Also check out the wonderful commentary in @natneuro.nature.com by George Mashour & Zirui Huang doi.org/10.1038/s415...

@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

10/ Extra special thanks to @bendfulcher.bsky.social for developing HCTSA & to him and NetNeuroLab's @misicbata.bsky.social & @goliashf.bsky.social for inspiring & supporting me to pursue this project over many years ๐Ÿ™

@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

9/ Team effort across labs & continents ๐ŸŒ๐Ÿ™

Thanks to @bechir-jarraya.bsky.social @gozziale.bsky.social @estamatakis.bsky.social @jordytasserie.bsky.social & all great colleagues from NeuroSpin, @riken-sciverse.bsky.social @ulaval.ca @brighamandwomens.bsky.social
@tum.de who made this possible!

@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

8/ Microscale to macroscale mechanism A biophysical model simulating the prolonged inhibitory postsynaptic currents of GABAergic anaesthetics at the microscale, reproduces 461/485 (95%) of macroscale empirical features ๐Ÿคฏ Shortening excitation (ร  la ketamine) also gets >90% โœ…

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@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

7/ Do conserved dynamics have conserved molecular underpinnings? ๐Ÿงฌ We integrate gene expression from human, macaque & mouse, plus new marmoset genes ๐Ÿ’๐Ÿงฌ We find a conserved anterior-posterior cortical gradient linking dynamics to genes for excitation & inhibition, including known anesthetic targets

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@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

6/ Spatio-temporal isolation ๐ŸŒ Anaesthesia desynchronises regions & decouples their dynamical profiles Neural activity fails to persist over time, but it also fails to propagate in space.

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@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

5/ We measured intrinsic neural timescales directly โฑ๏ธ In every single species, timescales get shorter under anaesthesia, and regions with the longest timescales lose the most โš–๏ธ DBS of the centromedian thalamus reverses this: timescales lengthen as the macaque wakes up ๐Ÿ’โšก

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@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

4/ Do any features change in the SAME direction in EVERY contrast & drug & species? ๐ŸŽฏ 485 survive (vs ~1 expected by chance!) We consistently find โฌ‡๏ธ autocorrelation, โฌ†๏ธ forecasting error ๐Ÿ”ฎ. Under anaesthesia, information does not persist in neural activity

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@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

3/ We compare every feature in every region, awake vs anaesthesia Across 7 anaesthetics, 9 orders of magnitude in scale & ~700M years of evolution ๐Ÿชฑ๐ŸŸ๐Ÿ๐Ÿ’๐Ÿง‘, many features shift the same way in every species. And when centromedian thalamic DBS re-awakens the macaque, they flip backโšก

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@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

2/ Anaesthetics work across species: How? Most studies look at just a few features in 1-2 species ๐Ÿค” We used Highly Comparative Time-Series Analysis (HCTSA) to extract >6,000 features of neural activity ๐Ÿ“ˆ from fMRI & calcium imaging in human + macaque + marmoset + mouse + zebrafish + c.elegans

@loopyluppi.bsky.socialOct 2, 2026, 9:17 AM

1/ ๐Ÿšจ Just out in @natneuro.nature.com! ๐Ÿง 

We profiled >6,000 features of brain dynamics across humans, macaques, marmosets, mice, fish and worms ๐Ÿง‘๐Ÿ’๐Ÿ’๐Ÿ๐ŸŸ๐Ÿชฑ to find a shared neural endpoint of anaesthesia: spatiotemporal isolation of local activity ๐Ÿงต๐Ÿ‘‡

๐Ÿ”— doi.org/10.1038/s41593-026-02460-4

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@loopyluppi.bsky.socialSep 16, 2026, 2:08 PM

Such an incredible feeling, knowing that the European Research Council believes in our work & and has decided to back my vision for the future of integrative neuroscience ๐Ÿง  Grateful beyond words to the collaborators & mentors who made this all possible: here's to doing more science together! ๐ŸŽ‰

@loopyluppi.bsky.socialSep 11, 2026, 8:25 AM

Wonderful cross-species work, comparing unimodal-transmodal information across evolution: the field needs more of this, and it's great to see it out!

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