Common functional networks in the mouse brain revealed by multi-centre resting-state fMRI analysis
Preclinical applications of resting-state functional magnetic resonance imaging (rsfMRI) offer the possibility to non-invasively probe whole-brain network dynamics and to investigate the determinants of altered network signatures observed in human studies. Mouse rsfMRI has been increasingly adopted...
| Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2020-01-01
|
| Series: | NeuroImage |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1053811919308699 |
| _version_ | 1818160641007943680 |
|---|---|
| author | Joanes Grandjean Carola Canella Cynthia Anckaerts Gülebru Ayrancı Salma Bougacha Thomas Bienert David Buehlmann Ludovico Coletta Daniel Gallino Natalia Gass Clément M. Garin Nachiket Abhay Nadkarni Neele S. Hübner Meltem Karatas Yuji Komaki Silke Kreitz Francesca Mandino Anna E. Mechling Chika Sato Katja Sauer Disha Shah Sandra Strobelt Norio Takata Isabel Wank Tong Wu Noriaki Yahata Ling Yun Yeow Yohan Yee Ichio Aoki M. Mallar Chakravarty Wei-Tang Chang Marc Dhenain Dominik von Elverfeldt Laura-Adela Harsan Andreas Hess Tianzi Jiang Georgios A. Keliris Jason P. Lerch Andreas Meyer-Lindenberg Hideyuki Okano Markus Rudin Alexander Sartorius Annemie Van der Linden Marleen Verhoye Wolfgang Weber-Fahr Nicole Wenderoth Valerio Zerbi Alessandro Gozzi |
| author_facet | Joanes Grandjean Carola Canella Cynthia Anckaerts Gülebru Ayrancı Salma Bougacha Thomas Bienert David Buehlmann Ludovico Coletta Daniel Gallino Natalia Gass Clément M. Garin Nachiket Abhay Nadkarni Neele S. Hübner Meltem Karatas Yuji Komaki Silke Kreitz Francesca Mandino Anna E. Mechling Chika Sato Katja Sauer Disha Shah Sandra Strobelt Norio Takata Isabel Wank Tong Wu Noriaki Yahata Ling Yun Yeow Yohan Yee Ichio Aoki M. Mallar Chakravarty Wei-Tang Chang Marc Dhenain Dominik von Elverfeldt Laura-Adela Harsan Andreas Hess Tianzi Jiang Georgios A. Keliris Jason P. Lerch Andreas Meyer-Lindenberg Hideyuki Okano Markus Rudin Alexander Sartorius Annemie Van der Linden Marleen Verhoye Wolfgang Weber-Fahr Nicole Wenderoth Valerio Zerbi Alessandro Gozzi |
| author_sort | Joanes Grandjean |
| collection | DOAJ |
| description | Preclinical applications of resting-state functional magnetic resonance imaging (rsfMRI) offer the possibility to non-invasively probe whole-brain network dynamics and to investigate the determinants of altered network signatures observed in human studies. Mouse rsfMRI has been increasingly adopted by numerous laboratories worldwide. Here we describe a multi-centre comparison of 17 mouse rsfMRI datasets via a common image processing and analysis pipeline. Despite prominent cross-laboratory differences in equipment and imaging procedures, we report the reproducible identification of several large-scale resting-state networks (RSN), including a mouse default-mode network, in the majority of datasets. A combination of factors was associated with enhanced reproducibility in functional connectivity parameter estimation, including animal handling procedures and equipment performance. RSN spatial specificity was enhanced in datasets acquired at higher field strength, with cryoprobes, in ventilated animals, and under medetomidine-isoflurane combination sedation. Our work describes a set of representative RSNs in the mouse brain and highlights key experimental parameters that can critically guide the design and analysis of future rodent rsfMRI investigations. |
| first_indexed | 2024-12-11T16:05:06Z |
| format | Article |
| id | doaj.art-c0f102b5e81144188c9903975357a3a8 |
| institution | Directory Open Access Journal |
| issn | 1095-9572 |
| language | English |
| last_indexed | 2024-12-11T16:05:06Z |
| publishDate | 2020-01-01 |
| publisher | Elsevier |
| record_format | Article |
| series | NeuroImage |
| spelling | doaj.art-c0f102b5e81144188c9903975357a3a82022-12-22T00:59:13ZengElsevierNeuroImage1095-95722020-01-01205116278Common functional networks in the mouse brain revealed by multi-centre resting-state fMRI analysisJoanes Grandjean0Carola Canella1Cynthia Anckaerts2Gülebru Ayrancı3Salma Bougacha4Thomas Bienert5David Buehlmann6Ludovico Coletta7Daniel Gallino8Natalia Gass9Clément M. Garin10Nachiket Abhay Nadkarni11Neele S. Hübner12Meltem Karatas13Yuji Komaki14Silke Kreitz15Francesca Mandino16Anna E. Mechling17Chika Sato18Katja Sauer19Disha Shah20Sandra Strobelt21Norio Takata22Isabel Wank23Tong Wu24Noriaki Yahata25Ling Yun Yeow26Yohan Yee27Ichio Aoki28M. Mallar Chakravarty29Wei-Tang Chang30Marc Dhenain31Dominik von Elverfeldt32Laura-Adela Harsan33Andreas Hess34Tianzi Jiang35Georgios A. Keliris36Jason P. Lerch37Andreas Meyer-Lindenberg38Hideyuki Okano39Markus Rudin40Alexander Sartorius41Annemie Van der Linden42Marleen Verhoye43Wolfgang Weber-Fahr44Nicole Wenderoth45Valerio Zerbi46Alessandro Gozzi47Singapore Bioimaging Consortium, Agency for Science, Technology and Research, 11 Biopolis Way, 138667, Singapore; Corresponding author. Department of Radiology and Nuclear Medicine & Donders Institute for Brain, Cognition, and Behaviour, Donders Institute, Radboud University Medical Centre, Nijmegen, 6525 EZ, the Netherlands.Functional Neuroimaging Laboratory, Istituto Italiano di Tecnologia, Centre for Neuroscience and Cognitive Systems @ UNITN, 38068, Rovereto, Italy; CIMeC, Centre for Mind/Brain Sciences, University of Trento, 38068, Rovereto, ItalyBio-Imaging Lab, University of Antwerp, CDE, Universiteitsplein 1, 2610, Antwerp, BelgiumDouglas Mental Health University Institute, McGill University, Montreal, Quebec, CanadaCommissariat à l’Énergie Atomique et Aux Énergies Alternatives (CEA), Direction de la Recherche Fondamentale (DRF), Institut François Jacob, MIRCen, Fontenay-aux-roses, France; Centre National de la Recherche Scientifique (CNRS), Université Paris-Sud, Université Paris-Saclay UMR 9199, Neurodegenerative Diseases Laboratory, Fontenay-aux-Roses, FranceDepartment of Radiology, Medical Physics, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Killianstr. 5a, 79106, Freiburg, Germany; BrainLinks-BrainTools Cluster of Excellence, University of Freiburg, Georges-Köhler-Allee 80, 79110, Freiburg, GermanyInstitute for Biomedical Engineering, University and ETH Zürich, Wolfgang-Pauli-Str. 27, 8093, Zürich, SwitzerlandFunctional Neuroimaging Laboratory, Istituto Italiano di Tecnologia, Centre for Neuroscience and Cognitive Systems @ UNITN, 38068, Rovereto, Italy; CIMeC, Centre for Mind/Brain Sciences, University of Trento, 38068, Rovereto, ItalyDouglas Mental Health University Institute, McGill University, Montreal, Quebec, CanadaDepartment of Neuroimaging, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, GermanyCommissariat à l’Énergie Atomique et Aux Énergies Alternatives (CEA), Direction de la Recherche Fondamentale (DRF), Institut François Jacob, MIRCen, Fontenay-aux-roses, France; Centre National de la Recherche Scientifique (CNRS), Université Paris-Sud, Université Paris-Saclay UMR 9199, Neurodegenerative Diseases Laboratory, Fontenay-aux-Roses, FranceCommissariat à l’Énergie Atomique et Aux Énergies Alternatives (CEA), Direction de la Recherche Fondamentale (DRF), Institut François Jacob, MIRCen, Fontenay-aux-roses, France; Centre National de la Recherche Scientifique (CNRS), Université Paris-Sud, Université Paris-Saclay UMR 9199, Neurodegenerative Diseases Laboratory, Fontenay-aux-Roses, FranceDepartment of Radiology, Medical Physics, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Killianstr. 5a, 79106, Freiburg, Germany; BrainLinks-BrainTools Cluster of Excellence, University of Freiburg, Georges-Köhler-Allee 80, 79110, Freiburg, GermanyDepartment of Radiology, Medical Physics, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Killianstr. 5a, 79106, Freiburg, Germany; The Engineering Science, Computer Science and Imaging Laboratory (ICube), Department of Biophysics and Nuclear Medicine, University of Strasbourg and University Hospital of Strasbourg, 67000, Strasbourg, FranceCentral Institute for Experimental Animals (CIEA), 3-25-12, Tonomachi, Kawasaki, Kanagawa, 210-0821, Japan; Department of Physiology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku, Tokyo, 160-8582, JapanInstitute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Fahrstraße 17, 91054, Erlangen, GermanySingapore Bioimaging Consortium, Agency for Science, Technology and Research, 11 Biopolis Way, 138667, Singapore; Faculty of Life Sciences, University of Manchester, Manchester, United KingdomDepartment of Radiology, Medical Physics, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Killianstr. 5a, 79106, Freiburg, Germany; BrainLinks-BrainTools Cluster of Excellence, University of Freiburg, Georges-Köhler-Allee 80, 79110, Freiburg, GermanyFunctional and Molecular Imaging Team, Department of Molecular Imaging and Theranostics, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Anagawa 4-9-1, Inage, Chiba-city, Chiba, 263-8555, JapanInstitute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Fahrstraße 17, 91054, Erlangen, GermanyBio-Imaging Lab, University of Antwerp, CDE, Universiteitsplein 1, 2610, Antwerp, Belgium; Laboratory for the Research of Neurodegenerative Diseases, VIB Center for Brain and Disease Research, KU Leuven, O&N4 Herestraat 49 Box 602, 3000, Leuven, BelgiumInstitute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Fahrstraße 17, 91054, Erlangen, GermanyCentral Institute for Experimental Animals (CIEA), 3-25-12, Tonomachi, Kawasaki, Kanagawa, 210-0821, Japan; Department of Neuropsychiatry, Keio University School of Medicine, 35 Shinanomachi, Shinjuku, Tokyo, 160-8582, JapanInstitute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Fahrstraße 17, 91054, Erlangen, GermanyQueensland Brain Institute, The University of Queensland, Brisbane, Queensland, Australia; Centre for Medical Image Computing, Department of Computer Science, & Max Planck University College London Centre for Computational Psychiatry and Ageing Research, University College London, London, UK; Computational, Cognitive and Clinical Imaging Lab, Division of Brain Sciences, Department of Medicine, Imperial College London, W12 0NN, UK; UK DRI Centre for Care Research and Technology, Imperial College London, W12 0NN, UKFunctional and Molecular Imaging Team, Department of Molecular Imaging and Theranostics, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Anagawa 4-9-1, Inage, Chiba-city, Chiba, 263-8555, JapanSingapore Bioimaging Consortium, Agency for Science, Technology and Research, 11 Biopolis Way, 138667, SingaporeHospital for Sick Children and Department of Medical Biophysics, The University of Toronto, Toronto, Ontario, CanadaFunctional and Molecular Imaging Team, Department of Molecular Imaging and Theranostics, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Anagawa 4-9-1, Inage, Chiba-city, Chiba, 263-8555, JapanDouglas Mental Health University Institute, McGill University, Montreal, Quebec, Canada; Department of Psychiatry, McGill University, Montreal, Quebec, Canada; Department of Biological and Biomedical Engineering, McGill University, Montreal, Quebec, CanadaSingapore Bioimaging Consortium, Agency for Science, Technology and Research, 11 Biopolis Way, 138667, SingaporeCommissariat à l’Énergie Atomique et Aux Énergies Alternatives (CEA), Direction de la Recherche Fondamentale (DRF), Institut François Jacob, MIRCen, Fontenay-aux-roses, France; Centre National de la Recherche Scientifique (CNRS), Université Paris-Sud, Université Paris-Saclay UMR 9199, Neurodegenerative Diseases Laboratory, Fontenay-aux-Roses, FranceDepartment of Radiology, Medical Physics, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Killianstr. 5a, 79106, Freiburg, Germany; BrainLinks-BrainTools Cluster of Excellence, University of Freiburg, Georges-Köhler-Allee 80, 79110, Freiburg, GermanyThe Engineering Science, Computer Science and Imaging Laboratory (ICube), Department of Biophysics and Nuclear Medicine, University of Strasbourg and University Hospital of Strasbourg, 67000, Strasbourg, FranceInstitute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Fahrstraße 17, 91054, Erlangen, GermanyQueensland Brain Institute, The University of Queensland, Brisbane, Queensland, Australia; Brainnetome Center & National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, ChinaBio-Imaging Lab, University of Antwerp, CDE, Universiteitsplein 1, 2610, Antwerp, BelgiumHospital for Sick Children and Department of Medical Biophysics, The University of Toronto, Toronto, Ontario, Canada; Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, OX3 9DU, UKDepartment of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, GermanyDepartment of Physiology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku, Tokyo, 160-8582, Japan; Laboratory for Marmoset Neural Architecture, RIKEN Brain Science Institute, Wako, Saitama, 351-0198, JapanInstitute for Biomedical Engineering, University and ETH Zürich, Wolfgang-Pauli-Str. 27, 8093, Zürich, Switzerland; Institute of Pharmacology and Toxicology, University of Zürich, Winterthurerstrasse 190, 8057, Zürich, Switzerland; Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, SwitzerlandDepartment of Neuroimaging, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, GermanyBio-Imaging Lab, University of Antwerp, CDE, Universiteitsplein 1, 2610, Antwerp, BelgiumBio-Imaging Lab, University of Antwerp, CDE, Universiteitsplein 1, 2610, Antwerp, BelgiumDepartment of Neuroimaging, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, GermanyNeural Control of Movement Lab, Department of Health Sciences and Technology, ETH Zürich, Winterthurerstrasse 190, 8057, Zurich, Switzerland; Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, SwitzerlandNeural Control of Movement Lab, Department of Health Sciences and Technology, ETH Zürich, Winterthurerstrasse 190, 8057, Zurich, Switzerland; Neuroscience Center Zürich, ETH Zürich and University of Zürich, Zürich, SwitzerlandFunctional Neuroimaging Laboratory, Istituto Italiano di Tecnologia, Centre for Neuroscience and Cognitive Systems @ UNITN, 38068, Rovereto, ItalyPreclinical applications of resting-state functional magnetic resonance imaging (rsfMRI) offer the possibility to non-invasively probe whole-brain network dynamics and to investigate the determinants of altered network signatures observed in human studies. Mouse rsfMRI has been increasingly adopted by numerous laboratories worldwide. Here we describe a multi-centre comparison of 17 mouse rsfMRI datasets via a common image processing and analysis pipeline. Despite prominent cross-laboratory differences in equipment and imaging procedures, we report the reproducible identification of several large-scale resting-state networks (RSN), including a mouse default-mode network, in the majority of datasets. A combination of factors was associated with enhanced reproducibility in functional connectivity parameter estimation, including animal handling procedures and equipment performance. RSN spatial specificity was enhanced in datasets acquired at higher field strength, with cryoprobes, in ventilated animals, and under medetomidine-isoflurane combination sedation. Our work describes a set of representative RSNs in the mouse brain and highlights key experimental parameters that can critically guide the design and analysis of future rodent rsfMRI investigations.http://www.sciencedirect.com/science/article/pii/S1053811919308699Functional connectivityDefault-mode networkICASeed-basedConnectome |
| spellingShingle | Joanes Grandjean Carola Canella Cynthia Anckaerts Gülebru Ayrancı Salma Bougacha Thomas Bienert David Buehlmann Ludovico Coletta Daniel Gallino Natalia Gass Clément M. Garin Nachiket Abhay Nadkarni Neele S. Hübner Meltem Karatas Yuji Komaki Silke Kreitz Francesca Mandino Anna E. Mechling Chika Sato Katja Sauer Disha Shah Sandra Strobelt Norio Takata Isabel Wank Tong Wu Noriaki Yahata Ling Yun Yeow Yohan Yee Ichio Aoki M. Mallar Chakravarty Wei-Tang Chang Marc Dhenain Dominik von Elverfeldt Laura-Adela Harsan Andreas Hess Tianzi Jiang Georgios A. Keliris Jason P. Lerch Andreas Meyer-Lindenberg Hideyuki Okano Markus Rudin Alexander Sartorius Annemie Van der Linden Marleen Verhoye Wolfgang Weber-Fahr Nicole Wenderoth Valerio Zerbi Alessandro Gozzi Common functional networks in the mouse brain revealed by multi-centre resting-state fMRI analysis NeuroImage Functional connectivity Default-mode network ICA Seed-based Connectome |
| title | Common functional networks in the mouse brain revealed by multi-centre resting-state fMRI analysis |
| title_full | Common functional networks in the mouse brain revealed by multi-centre resting-state fMRI analysis |
| title_fullStr | Common functional networks in the mouse brain revealed by multi-centre resting-state fMRI analysis |
| title_full_unstemmed | Common functional networks in the mouse brain revealed by multi-centre resting-state fMRI analysis |
| title_short | Common functional networks in the mouse brain revealed by multi-centre resting-state fMRI analysis |
| title_sort | common functional networks in the mouse brain revealed by multi centre resting state fmri analysis |
| topic | Functional connectivity Default-mode network ICA Seed-based Connectome |
| url | http://www.sciencedirect.com/science/article/pii/S1053811919308699 |
| work_keys_str_mv | AT joanesgrandjean commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT carolacanella commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT cynthiaanckaerts commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT gulebruayrancı commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT salmabougacha commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT thomasbienert commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT davidbuehlmann commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT ludovicocoletta commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT danielgallino commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT nataliagass commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT clementmgarin commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT nachiketabhaynadkarni commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT neeleshubner commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT meltemkaratas commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT yujikomaki commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT silkekreitz commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT francescamandino commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT annaemechling commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT chikasato commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT katjasauer commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT dishashah commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT sandrastrobelt commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT noriotakata commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT isabelwank commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT tongwu commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT noriakiyahata commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT lingyunyeow commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT yohanyee commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT ichioaoki commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT mmallarchakravarty commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT weitangchang commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT marcdhenain commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT dominikvonelverfeldt commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT lauraadelaharsan commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT andreashess commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT tianzijiang commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT georgiosakeliris commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT jasonplerch commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT andreasmeyerlindenberg commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT hideyukiokano commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT markusrudin commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT alexandersartorius commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT annemievanderlinden commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT marleenverhoye commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT wolfgangweberfahr commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT nicolewenderoth commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT valeriozerbi commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis AT alessandrogozzi commonfunctionalnetworksinthemousebrainrevealedbymulticentrerestingstatefmrianalysis |