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Neural correlates of blood flow measured by ultrasound

Functional ultrasound imaging (fUSI) is an appealing method for measuring blood flow and thus infer brain activity, but it relies on the physiology of neurovascular coupling and requires extensive signal processing. To establish to what degree fUSI trial-by-trial signals reflect neural activity, we...

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Autores principales: Nunez-Elizalde, Anwar O., Krumin, Michael, Reddy, Charu Bai, Montaldo, Gabriel, Urban, Alan, Harris, Kenneth D., Carandini, Matteo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cell Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9235295/
https://www.ncbi.nlm.nih.gov/pubmed/35278361
http://dx.doi.org/10.1016/j.neuron.2022.02.012
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author Nunez-Elizalde, Anwar O.
Krumin, Michael
Reddy, Charu Bai
Montaldo, Gabriel
Urban, Alan
Harris, Kenneth D.
Carandini, Matteo
author_facet Nunez-Elizalde, Anwar O.
Krumin, Michael
Reddy, Charu Bai
Montaldo, Gabriel
Urban, Alan
Harris, Kenneth D.
Carandini, Matteo
author_sort Nunez-Elizalde, Anwar O.
collection PubMed
description Functional ultrasound imaging (fUSI) is an appealing method for measuring blood flow and thus infer brain activity, but it relies on the physiology of neurovascular coupling and requires extensive signal processing. To establish to what degree fUSI trial-by-trial signals reflect neural activity, we performed simultaneous fUSI and neural recordings with Neuropixels probes in awake mice. fUSI signals strongly correlated with the slow (<0.3 Hz) fluctuations in the local firing rate and were closely predicted by the smoothed firing rate of local neurons, particularly putative inhibitory neurons. The optimal smoothing filter had a width of ∼3 s, matched the hemodynamic response function of awake mice, was invariant across mice and stimulus conditions, and was similar in the cortex and hippocampus. fUSI signals also matched neural firing spatially: firing rates were as highly correlated across hemispheres as fUSI signals. Thus, blood flow measured by ultrasound bears a simple and accurate relationship to neuronal firing.
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spelling pubmed-92352952022-06-27 Neural correlates of blood flow measured by ultrasound Nunez-Elizalde, Anwar O. Krumin, Michael Reddy, Charu Bai Montaldo, Gabriel Urban, Alan Harris, Kenneth D. Carandini, Matteo Neuron Report Functional ultrasound imaging (fUSI) is an appealing method for measuring blood flow and thus infer brain activity, but it relies on the physiology of neurovascular coupling and requires extensive signal processing. To establish to what degree fUSI trial-by-trial signals reflect neural activity, we performed simultaneous fUSI and neural recordings with Neuropixels probes in awake mice. fUSI signals strongly correlated with the slow (<0.3 Hz) fluctuations in the local firing rate and were closely predicted by the smoothed firing rate of local neurons, particularly putative inhibitory neurons. The optimal smoothing filter had a width of ∼3 s, matched the hemodynamic response function of awake mice, was invariant across mice and stimulus conditions, and was similar in the cortex and hippocampus. fUSI signals also matched neural firing spatially: firing rates were as highly correlated across hemispheres as fUSI signals. Thus, blood flow measured by ultrasound bears a simple and accurate relationship to neuronal firing. Cell Press 2022-05-18 /pmc/articles/PMC9235295/ /pubmed/35278361 http://dx.doi.org/10.1016/j.neuron.2022.02.012 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Report
Nunez-Elizalde, Anwar O.
Krumin, Michael
Reddy, Charu Bai
Montaldo, Gabriel
Urban, Alan
Harris, Kenneth D.
Carandini, Matteo
Neural correlates of blood flow measured by ultrasound
title Neural correlates of blood flow measured by ultrasound
title_full Neural correlates of blood flow measured by ultrasound
title_fullStr Neural correlates of blood flow measured by ultrasound
title_full_unstemmed Neural correlates of blood flow measured by ultrasound
title_short Neural correlates of blood flow measured by ultrasound
title_sort neural correlates of blood flow measured by ultrasound
topic Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9235295/
https://www.ncbi.nlm.nih.gov/pubmed/35278361
http://dx.doi.org/10.1016/j.neuron.2022.02.012
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