Chronic brain functional ultrasound imaging in freely moving rodents performing cognitive tasks
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , , , , |
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 |
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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: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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 |
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eng |
dc.rights.driver.fl_str_mv |
Attribution 3.0 Brazil http://creativecommons.org/licenses/by/3.0/br/ info:eu-repo/semantics/openAccess |
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Attribution 3.0 Brazil http://creativecommons.org/licenses/by/3.0/br/ |
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openAccess |
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Elsevier BV |
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Elsevier BV |
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