Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks

Detalhes bibliográficos
Autor(a) principal: Hady, Ahmed El
Data de Publicação: 2023
Outros Autores: Takahashi, Daniel Yasumasa, Sun, Ruolan, Akinwale, Oluwateniola, Boyd-Meredith, Tyler, Zhang, Yisi, Charles, Adam S., Brody, Carlos D.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRN
Texto Completo: https://repositorio.ufrn.br/handle/123456789/56921
Resumo: Background: Functional ultrasound imaging (fUS) is an emerging imaging technique that indirectly measures neural activity via changes in blood volume. Chronic fUS imaging during cognitive tasks in freely moving animals faces multiple exceptional challenges: performing large durable craniotomies with chronic implants, designing behavioural experiments matching the hemodynamic timescale, stabilizing the ultrasound probe during freely moving behavior, accurately assessing motion artifacts, and validating that the animal can perform cognitive tasks while tethered. New method: We provide validated solutions for those technical challenges. In addition, we present standardized step-by-step reproducible protocols, procedures, and data processing pipelines. Finally, we present proof-of-concept analysis of brain dynamics during a decision making task. Results: We obtain stable recordings from which we can robustly decode task variables from fUS data over multiple months. Moreover, we find that brain wide imaging through hemodynamic response is nonlinearly related to cognitive variables, such as task difficulty, as compared to sensory responses previously explored. Comparison with existing methods: Computational pipelines in fUS are nascent and we present an initial development of a full processing pathway to correct and segment fUS data. Conclusions: Our methods provide stable imaging and analysis of behavior with fUS that will enable new experimental paradigms in understanding brain-wide dynamics in naturalistic behaviors
id UFRN_8d761bc9ca4cb96e528d4e90765c7f3e
oai_identifier_str oai:https://repositorio.ufrn.br:123456789/56921
network_acronym_str UFRN
network_name_str Repositório Institucional da UFRN
repository_id_str
spelling Hady, Ahmed ElTakahashi, Daniel YasumasaSun, RuolanAkinwale, OluwateniolaBoyd-Meredith, TylerZhang, YisiCharles, Adam S.Brody, Carlos D.2023-12-26T16:11:20Z2023-12-26T16:11:20Z2023-12HADY, Ahmed El; TAKAHASHI, Daniel; SUN, Ruolan; AKINWALE, Oluwateniola; BOYD-MEREDITH, Tyler; ZHANG, Yisi; CHARLES, Adam S.; BRODY, Carlos D. Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks. Journal of Neuroscience Methods, [S. l.], p. 110033, dez. 2023. Doi: http://dx.doi.org/10.1016/j.jneumeth.2023.110033. Disponível em: https://www.sciencedirect.com/science/article/pii/S0165027023002522?via%3Dihub. Acesso em: 26 dez. 2023https://repositorio.ufrn.br/handle/123456789/5692110.1016/j.jneumeth.2023.110033Elsevier BVAttribution 3.0 Brazilhttp://creativecommons.org/licenses/by/3.0/br/info:eu-repo/semantics/openAccessDecision making - Freely moving rodentsExperimental design - Brain-wide dynamics in naturalistic behaviorsFunctional ultrasound imagingImage processing - Cognitive tasksMotion correction - Data processingChronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasksinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleBackground: Functional ultrasound imaging (fUS) is an emerging imaging technique that indirectly measures neural activity via changes in blood volume. Chronic fUS imaging during cognitive tasks in freely moving animals faces multiple exceptional challenges: performing large durable craniotomies with chronic implants, designing behavioural experiments matching the hemodynamic timescale, stabilizing the ultrasound probe during freely moving behavior, accurately assessing motion artifacts, and validating that the animal can perform cognitive tasks while tethered. New method: We provide validated solutions for those technical challenges. In addition, we present standardized step-by-step reproducible protocols, procedures, and data processing pipelines. Finally, we present proof-of-concept analysis of brain dynamics during a decision making task. Results: We obtain stable recordings from which we can robustly decode task variables from fUS data over multiple months. Moreover, we find that brain wide imaging through hemodynamic response is nonlinearly related to cognitive variables, such as task difficulty, as compared to sensory responses previously explored. Comparison with existing methods: Computational pipelines in fUS are nascent and we present an initial development of a full processing pathway to correct and segment fUS data. Conclusions: Our methods provide stable imaging and analysis of behavior with fUS that will enable new experimental paradigms in understanding brain-wide dynamics in naturalistic behaviorsengreponame:Repositório Institucional da UFRNinstname:Universidade Federal do Rio Grande do Norte (UFRN)instacron:UFRNORIGINALChronicBrainFunctional_Takahashi_2023.pdfChronicBrainFunctional_Takahashi_2023.pdfChronicBrainFunctional_Takahashi_2023application/pdf10379454https://repositorio.ufrn.br/bitstream/123456789/56921/1/ChronicBrainFunctional_Takahashi_2023.pdf86df52510ca0d1d217e42b2314508f3bMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8914https://repositorio.ufrn.br/bitstream/123456789/56921/2/license_rdf4d2950bda3d176f570a9f8b328dfbbefMD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81484https://repositorio.ufrn.br/bitstream/123456789/56921/3/license.txte9597aa2854d128fd968be5edc8a28d9MD53123456789/569212023-12-26 13:11:20.583oai:https://repositorio.ufrn.br:123456789/56921Tk9OLUVYQ0xVU0lWRSBESVNUUklCVVRJT04gTElDRU5TRQoKCkJ5IHNpZ25pbmcgYW5kIGRlbGl2ZXJpbmcgdGhpcyBsaWNlbnNlLCBNci4gKGF1dGhvciBvciBjb3B5cmlnaHQgaG9sZGVyKToKCgphKSBHcmFudHMgdGhlIFVuaXZlcnNpZGFkZSBGZWRlcmFsIFJpbyBHcmFuZGUgZG8gTm9ydGUgdGhlIG5vbi1leGNsdXNpdmUgcmlnaHQgb2YKcmVwcm9kdWNlLCBjb252ZXJ0IChhcyBkZWZpbmVkIGJlbG93KSwgY29tbXVuaWNhdGUgYW5kIC8gb3IKZGlzdHJpYnV0ZSB0aGUgZGVsaXZlcmVkIGRvY3VtZW50IChpbmNsdWRpbmcgYWJzdHJhY3QgLyBhYnN0cmFjdCkgaW4KZGlnaXRhbCBvciBwcmludGVkIGZvcm1hdCBhbmQgaW4gYW55IG1lZGl1bS4KCmIpIERlY2xhcmVzIHRoYXQgdGhlIGRvY3VtZW50IHN1Ym1pdHRlZCBpcyBpdHMgb3JpZ2luYWwgd29yaywgYW5kIHRoYXQKeW91IGhhdmUgdGhlIHJpZ2h0IHRvIGdyYW50IHRoZSByaWdodHMgY29udGFpbmVkIGluIHRoaXMgbGljZW5zZS4gRGVjbGFyZXMKdGhhdCB0aGUgZGVsaXZlcnkgb2YgdGhlIGRvY3VtZW50IGRvZXMgbm90IGluZnJpbmdlLCBhcyBmYXIgYXMgaXQgaXMKdGhlIHJpZ2h0cyBvZiBhbnkgb3RoZXIgcGVyc29uIG9yIGVudGl0eS4KCmMpIElmIHRoZSBkb2N1bWVudCBkZWxpdmVyZWQgY29udGFpbnMgbWF0ZXJpYWwgd2hpY2ggZG9lcyBub3QKcmlnaHRzLCBkZWNsYXJlcyB0aGF0IGl0IGhhcyBvYnRhaW5lZCBhdXRob3JpemF0aW9uIGZyb20gdGhlIGhvbGRlciBvZiB0aGUKY29weXJpZ2h0IHRvIGdyYW50IHRoZSBVbml2ZXJzaWRhZGUgRmVkZXJhbCBkbyBSaW8gR3JhbmRlIGRvIE5vcnRlIHRoZSByaWdodHMgcmVxdWlyZWQgYnkgdGhpcyBsaWNlbnNlLCBhbmQgdGhhdCB0aGlzIG1hdGVyaWFsIHdob3NlIHJpZ2h0cyBhcmUgb2YKdGhpcmQgcGFydGllcyBpcyBjbGVhcmx5IGlkZW50aWZpZWQgYW5kIHJlY29nbml6ZWQgaW4gdGhlIHRleHQgb3IKY29udGVudCBvZiB0aGUgZG9jdW1lbnQgZGVsaXZlcmVkLgoKSWYgdGhlIGRvY3VtZW50IHN1Ym1pdHRlZCBpcyBiYXNlZCBvbiBmdW5kZWQgb3Igc3VwcG9ydGVkIHdvcmsKYnkgYW5vdGhlciBpbnN0aXR1dGlvbiBvdGhlciB0aGFuIHRoZSBVbml2ZXJzaWRhZGUgRmVkZXJhbCBkbyBSaW8gR3JhbmRlIGRvIE5vcnRlLCBkZWNsYXJlcyB0aGF0IGl0IGhhcyBmdWxmaWxsZWQgYW55IG9ibGlnYXRpb25zIHJlcXVpcmVkIGJ5IHRoZSByZXNwZWN0aXZlIGFncmVlbWVudCBvciBhZ3JlZW1lbnQuCgpUaGUgVW5pdmVyc2lkYWRlIEZlZGVyYWwgZG8gUmlvIEdyYW5kZSBkbyBOb3J0ZSB3aWxsIGNsZWFybHkgaWRlbnRpZnkgaXRzIG5hbWUgKHMpIGFzIHRoZSBhdXRob3IgKHMpIG9yIGhvbGRlciAocykgb2YgdGhlIGRvY3VtZW50J3MgcmlnaHRzCmRlbGl2ZXJlZCwgYW5kIHdpbGwgbm90IG1ha2UgYW55IGNoYW5nZXMsIG90aGVyIHRoYW4gdGhvc2UgcGVybWl0dGVkIGJ5CnRoaXMgbGljZW5zZQo=Repositório de PublicaçõesPUBhttp://repositorio.ufrn.br/oai/opendoar:2023-12-26T16:11:20Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)false
dc.title.pt_BR.fl_str_mv Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks
title Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks
spellingShingle Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks
Hady, Ahmed El
Decision making - Freely moving rodents
Experimental design - Brain-wide dynamics in naturalistic behaviors
Functional ultrasound imaging
Image processing - Cognitive tasks
Motion correction - Data processing
title_short Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks
title_full Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks
title_fullStr Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks
title_full_unstemmed Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks
title_sort Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks
author Hady, Ahmed El
author_facet Hady, Ahmed El
Takahashi, Daniel Yasumasa
Sun, Ruolan
Akinwale, Oluwateniola
Boyd-Meredith, Tyler
Zhang, Yisi
Charles, Adam S.
Brody, Carlos D.
author_role author
author2 Takahashi, Daniel Yasumasa
Sun, Ruolan
Akinwale, Oluwateniola
Boyd-Meredith, Tyler
Zhang, Yisi
Charles, Adam S.
Brody, Carlos D.
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Hady, Ahmed El
Takahashi, Daniel Yasumasa
Sun, Ruolan
Akinwale, Oluwateniola
Boyd-Meredith, Tyler
Zhang, Yisi
Charles, Adam S.
Brody, Carlos D.
dc.subject.por.fl_str_mv Decision making - Freely moving rodents
Experimental design - Brain-wide dynamics in naturalistic behaviors
Functional ultrasound imaging
Image processing - Cognitive tasks
Motion correction - Data processing
topic Decision making - Freely moving rodents
Experimental design - Brain-wide dynamics in naturalistic behaviors
Functional ultrasound imaging
Image processing - Cognitive tasks
Motion correction - Data processing
description Background: Functional ultrasound imaging (fUS) is an emerging imaging technique that indirectly measures neural activity via changes in blood volume. Chronic fUS imaging during cognitive tasks in freely moving animals faces multiple exceptional challenges: performing large durable craniotomies with chronic implants, designing behavioural experiments matching the hemodynamic timescale, stabilizing the ultrasound probe during freely moving behavior, accurately assessing motion artifacts, and validating that the animal can perform cognitive tasks while tethered. New method: We provide validated solutions for those technical challenges. In addition, we present standardized step-by-step reproducible protocols, procedures, and data processing pipelines. Finally, we present proof-of-concept analysis of brain dynamics during a decision making task. Results: We obtain stable recordings from which we can robustly decode task variables from fUS data over multiple months. Moreover, we find that brain wide imaging through hemodynamic response is nonlinearly related to cognitive variables, such as task difficulty, as compared to sensory responses previously explored. Comparison with existing methods: Computational pipelines in fUS are nascent and we present an initial development of a full processing pathway to correct and segment fUS data. Conclusions: Our methods provide stable imaging and analysis of behavior with fUS that will enable new experimental paradigms in understanding brain-wide dynamics in naturalistic behaviors
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-12-26T16:11:20Z
dc.date.available.fl_str_mv 2023-12-26T16:11:20Z
dc.date.issued.fl_str_mv 2023-12
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.citation.fl_str_mv HADY, Ahmed El; TAKAHASHI, Daniel; SUN, Ruolan; AKINWALE, Oluwateniola; BOYD-MEREDITH, Tyler; ZHANG, Yisi; CHARLES, Adam S.; BRODY, Carlos D. Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks. Journal of Neuroscience Methods, [S. l.], p. 110033, dez. 2023. Doi: http://dx.doi.org/10.1016/j.jneumeth.2023.110033. Disponível em: https://www.sciencedirect.com/science/article/pii/S0165027023002522?via%3Dihub. Acesso em: 26 dez. 2023
dc.identifier.uri.fl_str_mv https://repositorio.ufrn.br/handle/123456789/56921
dc.identifier.doi.none.fl_str_mv 10.1016/j.jneumeth.2023.110033
identifier_str_mv HADY, Ahmed El; TAKAHASHI, Daniel; SUN, Ruolan; AKINWALE, Oluwateniola; BOYD-MEREDITH, Tyler; ZHANG, Yisi; CHARLES, Adam S.; BRODY, Carlos D. Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks. Journal of Neuroscience Methods, [S. l.], p. 110033, dez. 2023. Doi: http://dx.doi.org/10.1016/j.jneumeth.2023.110033. Disponível em: https://www.sciencedirect.com/science/article/pii/S0165027023002522?via%3Dihub. Acesso em: 26 dez. 2023
10.1016/j.jneumeth.2023.110033
url https://repositorio.ufrn.br/handle/123456789/56921
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv Attribution 3.0 Brazil
http://creativecommons.org/licenses/by/3.0/br/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution 3.0 Brazil
http://creativecommons.org/licenses/by/3.0/br/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Elsevier BV
publisher.none.fl_str_mv Elsevier BV
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFRN
instname:Universidade Federal do Rio Grande do Norte (UFRN)
instacron:UFRN
instname_str Universidade Federal do Rio Grande do Norte (UFRN)
instacron_str UFRN
institution UFRN
reponame_str Repositório Institucional da UFRN
collection Repositório Institucional da UFRN
bitstream.url.fl_str_mv https://repositorio.ufrn.br/bitstream/123456789/56921/1/ChronicBrainFunctional_Takahashi_2023.pdf
https://repositorio.ufrn.br/bitstream/123456789/56921/2/license_rdf
https://repositorio.ufrn.br/bitstream/123456789/56921/3/license.txt
bitstream.checksum.fl_str_mv 86df52510ca0d1d217e42b2314508f3b
4d2950bda3d176f570a9f8b328dfbbef
e9597aa2854d128fd968be5edc8a28d9
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFRN - Universidade Federal do Rio Grande do Norte (UFRN)
repository.mail.fl_str_mv
_version_ 1802117900116426752