Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1784736285641932800 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9235295 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cell Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT nunezelizaldeanwaro neuralcorrelatesofbloodflowmeasuredbyultrasound AT kruminmichael neuralcorrelatesofbloodflowmeasuredbyultrasound AT reddycharubai neuralcorrelatesofbloodflowmeasuredbyultrasound AT montaldogabriel neuralcorrelatesofbloodflowmeasuredbyultrasound AT urbanalan neuralcorrelatesofbloodflowmeasuredbyultrasound AT harriskennethd neuralcorrelatesofbloodflowmeasuredbyultrasound AT carandinimatteo neuralcorrelatesofbloodflowmeasuredbyultrasound |