Tonic and burst-like locus coeruleus stimulation distinctly shift network activity across the cortical hierarchy.


Journal

Nature neuroscience
ISSN: 1546-1726
Titre abrégé: Nat Neurosci
Pays: United States
ID NLM: 9809671

Informations de publication

Date de publication:
16 Sep 2024
Historique:
received: 08 09 2022
accepted: 07 08 2024
medline: 17 9 2024
pubmed: 17 9 2024
entrez: 16 9 2024
Statut: aheadofprint

Résumé

Noradrenaline (NA) release from the locus coeruleus (LC) changes activity and connectivity in neuronal networks across the brain, modulating multiple behavioral states. NA release is mediated by both tonic and burst-like LC activity. However, it is unknown whether the functional changes in target areas depend on these firing patterns. Using optogenetics, photometry, electrophysiology and functional magnetic resonance imaging in mice, we show that tonic and burst-like LC firing patterns elicit brain responses that hinge on their distinct NA release dynamics. During moderate tonic LC activation, NA release engages regions associated with associative processing, while burst-like stimulation biases the brain toward sensory processing. These activation patterns locally couple with increased astrocytic and inhibitory activity and change the brain's topological configuration in line with the hierarchical organization of the cerebral cortex. Together, these findings reveal how the LC-NA system achieves a nuanced regulation of global circuit operations.

Identifiants

pubmed: 39284964
doi: 10.1038/s41593-024-01755-8
pii: 10.1038/s41593-024-01755-8
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (Swiss National Science Foundation)
ID : PCEFP3_203005
Organisme : Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (Swiss National Science Foundation)
ID : PZ00P3_173984/1
Organisme : Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (Swiss National Science Foundation)
ID : 310030_172889
Organisme : Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (Swiss National Science Foundation)
ID : PZ00P3_208976
Organisme : Department of Health | National Health and Medical Research Council (NHMRC)
ID : GNT1193857

Informations de copyright

© 2024. The Author(s).

Références

Shine, J. M. Neuromodulatory influences on integration and segregation in the brain. Trends Cogn. Sci. 23, 572–583 (2019).
pubmed: 31076192 doi: 10.1016/j.tics.2019.04.002
Aston-Jones, G. & Cohen, J. D. Adaptive gain and the role of the locus coeruleus-norepinephrine system in optimal performance. J. Comp. Neurol. 493, 99–110 (2005).
pubmed: 16254995 doi: 10.1002/cne.20723
Bouret, S. & Sara, S. J. Network reset: a simplified overarching theory of locus coeruleus noradrenaline function. Trends Neurosci. 28, 574–582 (2005).
pubmed: 16165227 doi: 10.1016/j.tins.2005.09.002
Shine, J. M. et al. Human cognition involves the dynamic integration of neural activity and neuromodulatory systems. Nat. Neurosci. 22, 289–296 (2019).
pubmed: 30664771 doi: 10.1038/s41593-018-0312-0
Berridge, C. W. & Waterhouse, B. D. The locus coeruleus-noradrenergic system: modulation of behavioral state and state-dependent cognitive processes. Brain Res. Brain Res. Rev. 42, 33–84 (2003).
pubmed: 12668290 doi: 10.1016/S0165-0173(03)00143-7
Poe, G. R. et al. Locus coeruleus: a new look at the blue spot. Nat. Rev. Neurosci. 21, 644–659 (2020).
pubmed: 32943779 pmcid: 8991985 doi: 10.1038/s41583-020-0360-9
Totah, N. K. B., Logothetis, N. K. & Eschenko, O. Noradrenergic ensemble-based modulation of cognition over multiple timescales. Brain Res. 1709, 50–66 (2019).
pubmed: 30586547 doi: 10.1016/j.brainres.2018.12.031
Bouret, S. & Sara, S. J. Reward expectation, orientation of attention and locus coeruleus-medial frontal cortex interplay during learning. Eur. J. Neurosci. 20, 791–802 (2004).
pubmed: 15255989 doi: 10.1111/j.1460-9568.2004.03526.x
Rajkowski, J., Majczynski, H., Clayton, E. & Aston-Jones, G. Activation of monkey locus coeruleus neurons varies with difficulty and performance in a target detection task. J. Neurophysiol. 92, 361–371 (2004).
pubmed: 15028743 doi: 10.1152/jn.00673.2003
Vankov, A., Hervé-Minvielle, A. & Sara, S. J. Response to novelty and its rapid habituation in locus coeruleus neurons of the freely exploring rat. Eur. J. Neurosci. 7, 1180–1187 (1995).
pubmed: 7582091 doi: 10.1111/j.1460-9568.1995.tb01108.x
Takeuchi, T. et al. Locus coeruleus and dopaminergic consolidation of everyday memory. Nature 537, 357–362 (2016).
pubmed: 27602521 pmcid: 5161591 doi: 10.1038/nature19325
Clayton, E. C., Rajkowski, J., Cohen, J. D. & Astone-jones, G. Phasic activation of monkey locus ceruleus neurons by simple decisions in a forced-choice task. J. Neurosci. 24, 9914–9920 (2004).
pubmed: 15525776 pmcid: 6730226 doi: 10.1523/JNEUROSCI.2446-04.2004
Aston-Jones, G. & Bloom, F. E. Nonrepinephrine-containing locus coeruleus neurons in behaving rats exhibit pronounced responses to non-noxious environmental stimuli. J. Neurosci. 1, 887–900 (1981).
pubmed: 7346593 pmcid: 6564231 doi: 10.1523/JNEUROSCI.01-08-00887.1981
Mather, M., Clewett, D., Sakaki, M. & Harley, C. W. Norepinephrine ignites local hotspots of neuronal excitation: how arousal amplifies selectivity in perception and memory. Behav. Brain Sci. 39, e200 (2016).
pubmed: 26126507 doi: 10.1017/S0140525X15000667
Unsworth, N. & Robison, M. K. A locus coeruleus-norepinephrine account of individual differences in working memory capacity and attention control. Psychon. Bull. Rev. 24, 1282–1311 (2017).
pubmed: 28108977 doi: 10.3758/s13423-016-1220-5
Sara, S. J. & Bouret, S. Orienting and reorienting: the locus coeruleus mediates cognition through arousal. Neuron 76, 130–141 (2012).
pubmed: 23040811 doi: 10.1016/j.neuron.2012.09.011
Carter, M. E. et al. Tuning arousal with optogenetic modulation of locus coeruleus neurons. Nat. Neurosci. 13, 1526–1533 (2010).
pubmed: 21037585 pmcid: 3174240 doi: 10.1038/nn.2682
Devilbiss, D. M. Consequences of tuning network function by tonic and phasic locus coeruleus output and stress: regulating detection and discrimination of peripheral stimuli. Brain Res. 1709, 16–27 (2019).
pubmed: 29908165 doi: 10.1016/j.brainres.2018.06.015
Hermans, E. J., Henckens, M. J. A. G., Joëls, M. & Fernández, G. Dynamic adaptation of large-scale brain networks in response to acute stressors. Trends Neurosci. 37, 304–314 (2014).
pubmed: 24766931 doi: 10.1016/j.tins.2014.03.006
Hasenkamp, W., Wilson-Mendenhall, C. D., Duncan, E. & Barsalou, L. W. Mind wandering and attention during focused meditation: a fine-grained temporal analysis of fluctuating cognitive states. Neuroimage 59, 750–760 (2012).
pubmed: 21782031 doi: 10.1016/j.neuroimage.2011.07.008
Munn, B. R., Müller, E. J., Wainstein, G. & Shine, J. M. The ascending arousal system shapes neural dynamics to mediate awareness of cognitive states. Nat. Commun. 12, 6016 (2021).
pubmed: 34650039 pmcid: 8516926 doi: 10.1038/s41467-021-26268-x
Hermans, E. J. et al. Stress-related noradrenergic activity prompts large-scale neural network reconfiguration. Science 334, 1151–1153 (2011).
pubmed: 22116887 doi: 10.1126/science.1209603
Zerbi, V. et al. Rapid reconfiguration of the functional connectome after chemogenetic locus coeruleus activation. Neuron 103, 702–718 (2019).
pubmed: 31227310 doi: 10.1016/j.neuron.2019.05.034
Oyarzabal, E. A. et al. Chemogenetic stimulation of tonic locus coeruleus activity strengthens the default mode network. Sci. Adv. 8, eabm9898 (2022).
pubmed: 35486721 pmcid: 9054017 doi: 10.1126/sciadv.abm9898
Usher, M., Cohen, J. D., Servan-Schreiber, D., Rajkowski, J. & Aston-Jones, G. The role of locus coeruleus in the regulation of cognitive performance. Science 283, 549–554 (1999).
pubmed: 9915705 doi: 10.1126/science.283.5401.549
Rajkowski, J., Kubiak, P. & Aston-Jones, G. Locus coeruleus activity in monkey: phasic and tonic changes are associated with altered vigilance. Brain Res. Bull. 35, 607–616 (1994).
pubmed: 7859118 doi: 10.1016/0361-9230(94)90175-9
Bari, A. et al. Differential attentional control mechanisms by two distinct noradrenergic coeruleo-frontal cortical pathways. Proc. Natl Acad. Sci. USA 117, 29080–29089 (2020).
pubmed: 33139568 pmcid: 7682591 doi: 10.1073/pnas.2015635117
McCall, J. G. et al. CRH engagement of the locus coeruleus noradrenergic system mediates stress-induced anxiety. Neuron 87, 605–620 (2015).
pubmed: 26212712 pmcid: 4529361 doi: 10.1016/j.neuron.2015.07.002
Robertson, S. D., Plummer, N. W., de Marchena, J. & Jensen, P. Developmental origins of central norepinephrine neuron diversity. Nat. Neurosci. 16, 1016–1023 (2013).
pubmed: 23852112 pmcid: 4319358 doi: 10.1038/nn.3458
Berridge, C. W. & Abercrombie, E. D. Relationship between locus coeruleus discharge rates and rates of norepinephrine release within neocortex as assessed by in vivo microdialysis. Neuroscience 93, 1263–1270 (1999).
pubmed: 10501450 doi: 10.1016/S0306-4522(99)00276-6
Osorio-Forero, A. et al. Noradrenergic circuit control of non-REM sleep substates. Curr. Biol. 31, 5009–5023 (2021).
pubmed: 34648731 doi: 10.1016/j.cub.2021.09.041
Feng, J. et al. A genetically encoded fluorescent sensor for rapid and specific in vivo detection of norepinephrine. Neuron 102, 745–761 (2019).
pubmed: 30922875 pmcid: 6533151 doi: 10.1016/j.neuron.2019.02.037
Karalis, N. & Sirota, A. Breathing coordinates cortico-hippocampal dynamics in mice during offline states. Nat. Commun. 13, 467 (2022).
pubmed: 35075139 pmcid: 8786964 doi: 10.1038/s41467-022-28090-5
Devor, A. et al. Suppressed neuronal activity and concurrent arteriolar vasoconstriction may explain negative blood oxygenation level-dependent signal. J. Neurosci. 27, 4452–4459 (2007).
pubmed: 17442830 pmcid: 2680207 doi: 10.1523/JNEUROSCI.0134-07.2007
Vo, T. T. et al. Parvalbumin interneuron activity drives fast inhibition-induced vasoconstriction followed by slow substance P-mediated vasodilation. Proc. Natl Acad. Sci. USA 120, e2220777120 (2023).
pubmed: 37098063 pmcid: 10161000 doi: 10.1073/pnas.2220777120
Uhlirova, H. et al. Cell type specificity of neurovascular coupling in cerebral cortex. eLife 5, e14315 (2016).
pubmed: 27244241 pmcid: 4933561 doi: 10.7554/eLife.14315
Rupprecht, P. et al. Centripetal integration of past events in hippocampal astrocytes regulated by locus coeruleus. Nat. Neurosci. 27, 927–939 (2024).
pubmed: 38570661 pmcid: 11089000 doi: 10.1038/s41593-024-01612-8
Iadecola, C. & Nedergaard, M. Glial regulation of the cerebral microvasculature. Nat. Neurosci. 10, 1369–1376 (2007).
pubmed: 17965657 doi: 10.1038/nn2003
Wang, M., He, Y., Sejnowski, T. J. & Yu, X. Brain-state dependent astrocytic Ca
pubmed: 29382752 pmcid: 5816146
Winship, I. R., Plaa, N. & Murphy, T. H. Rapid astrocyte calcium signals correlate with neuronal activity and onset of the hemodynamic response in vivo. J. Neurosci. 27, 6268–6272 (2007).
pubmed: 17554000 pmcid: 6672142 doi: 10.1523/JNEUROSCI.4801-06.2007
Salgado, H. et al. Layer-specific noradrenergic modulation of inhibition in cortical layer II/III. Cereb. Cortex 21, 212–221 (2011).
pubmed: 20466749 doi: 10.1093/cercor/bhq081
Rodenkirch, C., Liu, Y., Schriver, B. J. & Wang, Q. Locus coeruleus activation enhances thalamic feature selectivity via norepinephrine regulation of intrathalamic circuit dynamics. Nat. Neurosci. 22, 120–133 (2019).
pubmed: 30559472 doi: 10.1038/s41593-018-0283-1
Fulcher, B. D., Murray, J. D., Zerbi, V. & Wang, X.-J. Multimodal gradients across mouse cortex. Proc. Natl Acad. Sci. USA 116, 4689–4695 (2019).
pubmed: 30782826 pmcid: 6410879 doi: 10.1073/pnas.1814144116
Lein, E. S. et al. Genome-wide atlas of gene expression in the adult mouse brain. Nature 445, 168–176 (2007).
pubmed: 17151600 doi: 10.1038/nature05453
McCormick, D. A., Nestvogel, D. B. & He, B. J. Neuromodulation of brain state and behavior. Annu. Rev. Neurosci. 43, 391–415 (2020).
pubmed: 32250724 doi: 10.1146/annurev-neuro-100219-105424
Lee, S.-H. & Dan, Y. Neuromodulation of brain states. Neuron 76, 209–222 (2012).
pubmed: 23040816 pmcid: 3579548 doi: 10.1016/j.neuron.2012.09.012
Ghosh, A. et al. Locus coeruleus activation patterns differentially modulate odor discrimination learning and odor valence in rats. Cereb. Cortex Commun. 2, tgab026 (2021).
pubmed: 34296171 pmcid: 8152946 doi: 10.1093/texcom/tgab026
Giorgi, F. S. et al. Locus coeruleus and neurovascular unit: from its role in physiology to its potential role in Alzheimer’s disease pathogenesis. J. Neurosci. Res. 98, 2406–2434 (2020).
pubmed: 32875628 doi: 10.1002/jnr.24718
Devor, A. et al. Coupling of the cortical hemodynamic response to cortical and thalamic neuronal activity. Proc. Natl Acad. Sci. USA 102, 3822–3827 (2005).
pubmed: 15734797 pmcid: 550644 doi: 10.1073/pnas.0407789102
Moon, H. S. et al. Contribution of excitatory and inhibitory neuronal activity to BOLD fMRI. Cereb. Cortex 31, 4053–4067 (2021).
pubmed: 33895810 pmcid: 8328221 doi: 10.1093/cercor/bhab068
Commons, K. G. Neuronal pathways linking substance P to drug addiction and stress. Brain Res. 1314, 175–182 (2010).
pubmed: 19913520 doi: 10.1016/j.brainres.2009.11.014
Vazquez, A. L., Fukuda, M. & Kim, S.-G. Inhibitory neuron activity contributions to hemodynamic responses and metabolic load examined using an inhibitory optogenetic mouse model. Cereb. Cortex 28, 4105–4119 (2018).
pubmed: 30215693 pmcid: 6188559 doi: 10.1093/cercor/bhy225
Katz, B. M., Walton, L. R., Houston, K. M., Cerri, D. H. & Shih, Y.-Y. I. Putative neurochemical and cell type contributions to hemodynamic activity in the rodent caudate putamen. J. Cereb. Blood Flow Metab. 43, 481–498 (2023).
pubmed: 36448509 doi: 10.1177/0271678X221142533
Takata, N. et al. Optogenetic astrocyte activation evokes BOLD fMRI response with oxygen consumption without neuronal activity modulation. Glia 66, 2013–2023 (2018).
pubmed: 29845643 doi: 10.1002/glia.23454
Nizar, K. et al. In vivo stimulus-induced vasodilation occurs without IP3 receptor activation and may precede astrocytic calcium increase. J. Neurosci. 33, 8411–8422 (2013).
pubmed: 23658179 pmcid: 3712855 doi: 10.1523/JNEUROSCI.3285-12.2013
Bekar, L. K., He, W. & Nedergaard, M. Locus coeruleus α-adrenergic-mediated activation of cortical astrocytes in vivo. Cereb. Cortex 18, 2789–2795 (2008).
pubmed: 18372288 pmcid: 2583159 doi: 10.1093/cercor/bhn040
Vezoli, J. et al. Cortical hierarchy, dual counterstream architecture and the importance of top-down generative networks. Neuroimage 225, 117479 (2021).
pubmed: 33099005 doi: 10.1016/j.neuroimage.2020.117479
Totah, N. K., Neves, R. M., Panzeri, S., Logothetis, N. K. & Eschenko, O. The locus coeruleus is a complex and differentiated neuromodulatory system. Neuron 99, 1055–1068 (2018).
pubmed: 30122373 doi: 10.1016/j.neuron.2018.07.037
Vazey, E. M. & Aston-Jones, G. Designer receptor manipulations reveal a role of the locus coeruleus noradrenergic system in isoflurane general anesthesia. Proc. Natl Acad. Sci. USA 111, 3859–3864 (2014).
pubmed: 24567395 pmcid: 3956184 doi: 10.1073/pnas.1310025111
McGinley, M. J. et al. Waking state: rapid variations modulate neural and behavioral responses. Neuron 87, 1143–1161 (2015).
pubmed: 26402600 pmcid: 4718218 doi: 10.1016/j.neuron.2015.09.012
Schwarz, L. A. & Luo, L. Organization of the locus coeruleus-norepinephrine system. Curr. Biol. 25, R1051–R1056 (2015).
pubmed: 26528750 doi: 10.1016/j.cub.2015.09.039
Parlato, R., Otto, C., Begus, Y., Stotz, S. & Schütz, G. Specific ablation of the transcription factor CREB in sympathetic neurons surprisingly protects against developmentally regulated apoptosis. Development 134, 1663–1670 (2007).
pubmed: 17376811 doi: 10.1242/dev.02838
Privitera, M. et al. A complete pupillometry toolbox for real-time monitoring of locus coeruleus activity in rodents. Nat. Protoc. 15, 2301–2320 (2020).
pubmed: 32632319 doi: 10.1038/s41596-020-0324-6
Yang, L., Lee, K., Villagracia, J. & Masmanidis, S. C. Open source silicon microprobes for high throughput neural recording. J. Neural Eng. 17, 016036 (2020).
pubmed: 31731284 pmcid: 7227378 doi: 10.1088/1741-2552/ab581a
Grimm, C., Wenderoth, N. & Zerbi, V. An optimized protocol for assessing changes in mouse whole-brain activity using opto-fMRI. STAR Protoc. 3, 101761 (2022).
pubmed: 36240060 pmcid: 9568887 doi: 10.1016/j.xpro.2022.101761
Mathis, A. et al. DeepLabCut: markerless pose estimation of user-defined body parts with deep learning. Nat. Neurosci. 21, 1281–1289 (2018).
pubmed: 30127430 doi: 10.1038/s41593-018-0209-y
Nath, T. et al. Using DeepLabCut for 3D markerless pose estimation across species and behaviors. Nat. Protoc. 14, 2152–2176 (2019).
pubmed: 31227823 doi: 10.1038/s41596-019-0176-0
Pachitariu, M., Steinmetz, N., Kadir, S., Carandini, M. & Harris, K. D. Kilosort: realtime spike-sorting for extracellular electrophysiology with hundreds of channels. Preprint at bioXiv https://doi.org/10.1101/061481 (2016).
Avants, B. B. et al. A reproducible evaluation of ANTs similarity metric performance in brain image registration. Neuroimage 54, 2033–2044 (2011).
pubmed: 20851191 doi: 10.1016/j.neuroimage.2010.09.025
Eklund, A., Nichols, T. E. & Knutsson, H. Cluster failure: why fMRI inferences for spatial extent have inflated false-positive rates. Proc. Natl Acad. Sci. USA 113, 7900–7905 (2016).
pubmed: 27357684 pmcid: 4948312 doi: 10.1073/pnas.1602413113
Woo, C.-W., Krishnan, A. & Wager, T. D. Cluster-extent based thresholding in fMRI analyses: pitfalls and recommendations. Neuroimage 91, 412–419 (2014).
pubmed: 24412399 doi: 10.1016/j.neuroimage.2013.12.058
Rubinov, M. & Sporns, O. Complex network measures of brain connectivity: uses and interpretations. Neuroimage 52, 1059–1069 (2010).
pubmed: 19819337 doi: 10.1016/j.neuroimage.2009.10.003
Grimm, C. et al. Optogenetic activation of striatal D1R and D2R cells differentially engages downstream connected areas beyond the basal ganglia. Cell Rep. 37, 110161 (2021).
pubmed: 34965430 doi: 10.1016/j.celrep.2021.110161
Grimm, C. et al. Locus coeruleus firing patterns selectively modulate brain activity and dynamics. Zenodo https://zenodo.org/records/7064020#.Yyw2ri8Rpjl (2022).

Auteurs

Christina Grimm (C)

Neural Control of Movement Lab, Department of Health Sciences and Technology, ETH Zürich, Zürich, Switzerland.
Neuro-X institute, School of Engineering (STI), EPFL, Lausanne, Switzerland.
CIBM Center for Biomedical Imaging, Lausanne, Switzerland.

Sian N Duss (SN)

Laboratory of Molecular and Behavioral Neuroscience, Institute for Neuroscience, Department of Health Sciences and Technology, ETH Zürich, Zürich, Switzerland.
Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, Switzerland.

Mattia Privitera (M)

Laboratory of Molecular and Behavioral Neuroscience, Institute for Neuroscience, Department of Health Sciences and Technology, ETH Zürich, Zürich, Switzerland.
Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, Switzerland.

Brandon R Munn (BR)

School of Physics, The University of Sydney, Sydney, New South Wales, Australia.
Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia.

Nikolaos Karalis (N)

Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland.
Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, Inserm, CNRS, APHP, Hôpital de la Pitié Salpêtrière, Paris, France.

Stefan Frässle (S)

Translational Neuromodeling Unit (TNU), Institute for Biomedical Engineering, University of Zürich & ETH Zürich, Zürich, Switzerland.

Maria Wilhelm (M)

Laboratory of Molecular and Behavioral Neuroscience, Institute for Neuroscience, Department of Health Sciences and Technology, ETH Zürich, Zürich, Switzerland.
Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, Switzerland.

Tommaso Patriarchi (T)

Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, Switzerland.
Chemical Neuropharmacology, Institute of Pharmacology and Toxicology, University of Zürich, Zürich, Switzerland.

Daniel Razansky (D)

Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, Switzerland.
Institute for Biomedical Engineering, Department of Information Technology and Electrical Engineering, ETH Zürich, Zürich, Switzerland.
Institute of Biological and Medical Imaging (IBMI), Technical University of Munich and Helmholtz Center Munich, Munich, Germany.

Nicole Wenderoth (N)

Neural Control of Movement Lab, Department of Health Sciences and Technology, ETH Zürich, Zürich, Switzerland.
Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, Switzerland.

James M Shine (JM)

Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia.

Johannes Bohacek (J)

Laboratory of Molecular and Behavioral Neuroscience, Institute for Neuroscience, Department of Health Sciences and Technology, ETH Zürich, Zürich, Switzerland. johannes.bohacek@hest.ethz.ch.
Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, Switzerland. johannes.bohacek@hest.ethz.ch.

Valerio Zerbi (V)

Neural Control of Movement Lab, Department of Health Sciences and Technology, ETH Zürich, Zürich, Switzerland. valerio.zerbi@unige.ch.
Neuro-X institute, School of Engineering (STI), EPFL, Lausanne, Switzerland. valerio.zerbi@unige.ch.
CIBM Center for Biomedical Imaging, Lausanne, Switzerland. valerio.zerbi@unige.ch.
Department of Psychiatry, Faculty of Medicine, University of Geneva, Geneva, Switzerland. valerio.zerbi@unige.ch.
Department of Basic Neurosciences, Faculty of Medicine, University of Geneva, Geneva, Switzerland. valerio.zerbi@unige.ch.

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