TY - JOUR
T1 - Portable, field-based neuroimaging using high-density diffuse optical tomography
AU - Fishell, Andrew K.
AU - Arbeláez, Ana María
AU - Valdés, Claudia P.
AU - Burns-Yocum, Tracy M.
AU - Sherafati, Arefeh
AU - Richter, Edward J.
AU - Torres, Margarita
AU - Eggebrecht, Adam T.
AU - Smyser, Christopher D.
AU - Culver, Joseph P.
N1 - Funding Information:
The authors are extremely grateful to families in Cali, Colombia who volunteered to participate in this study. The authors further wish to thank the Cali Department of Health for facilitating participant recruitment. The imaging studies in Cali would not have been possible without the tireless effort and incredible dedication of Marcela Rivera. Drs. William Escobar and Eduardo Bueno provided essential support with the imaging studies at Centro Medico Imbanaco. The authors also wish to acknowledge the following funding sources: NIH R01EB009223 , R01NS090874 , R21NS098020 , R21DC015884 , U01EB027005 , Bill & Melinda Gates Foundation OPP1184813 (JPC); K02 NS089852 (CDS); Children’s Discovery Institute (CDS and AMA); McDonnell Center for Systems Neuroscience (AKF, CDS and AMA).
Publisher Copyright:
© 2020
PY - 2020/7/15
Y1 - 2020/7/15
N2 - Behavioral and cognitive tests in individuals who were malnourished as children have revealed malnutrition-related deficits that persist throughout the lifespan. These findings have motivated recent neuroimaging investigations that use highly portable functional near-infrared spectroscopy (fNIRS) instruments to meet the demands of brain imaging experiments in low-resource environments and enable longitudinal investigations of brain function in the context of long-term malnutrition. However, recent studies in healthy subjects have demonstrated that high-density diffuse optical tomography (HD-DOT) can significantly improve image quality over that obtained with sparse fNIRS imaging arrays. In studies of both task activations and resting state functional connectivity, HD-DOT is beginning to approach the data quality of fMRI for superficial cortical regions. In this work, we developed a customized HD-DOT system for use in malnutrition studies in Cali, Colombia. Our results evaluate the performance of the HD-DOT instrument for assessing brain function in a cohort of malnourished children. In addition to demonstrating portability and wearability, we show the HD-DOT instrument's sensitivity to distributed brain responses using a sensory processing task and measurements of homotopic functional connectivity. Task-evoked responses to the passive word listening task produce activations localized to bilateral superior temporal gyrus, replicating previously published work using this paradigm. Evaluating this localization performance across sparse and dense reconstruction schemes indicates that greater localization consistency is associated with a dense array of overlapping optical measurements. These results provide a foundation for additional avenues of investigation, including identifying and characterizing a child's individual malnutrition burden and eventually contributing to intervention development.
AB - Behavioral and cognitive tests in individuals who were malnourished as children have revealed malnutrition-related deficits that persist throughout the lifespan. These findings have motivated recent neuroimaging investigations that use highly portable functional near-infrared spectroscopy (fNIRS) instruments to meet the demands of brain imaging experiments in low-resource environments and enable longitudinal investigations of brain function in the context of long-term malnutrition. However, recent studies in healthy subjects have demonstrated that high-density diffuse optical tomography (HD-DOT) can significantly improve image quality over that obtained with sparse fNIRS imaging arrays. In studies of both task activations and resting state functional connectivity, HD-DOT is beginning to approach the data quality of fMRI for superficial cortical regions. In this work, we developed a customized HD-DOT system for use in malnutrition studies in Cali, Colombia. Our results evaluate the performance of the HD-DOT instrument for assessing brain function in a cohort of malnourished children. In addition to demonstrating portability and wearability, we show the HD-DOT instrument's sensitivity to distributed brain responses using a sensory processing task and measurements of homotopic functional connectivity. Task-evoked responses to the passive word listening task produce activations localized to bilateral superior temporal gyrus, replicating previously published work using this paradigm. Evaluating this localization performance across sparse and dense reconstruction schemes indicates that greater localization consistency is associated with a dense array of overlapping optical measurements. These results provide a foundation for additional avenues of investigation, including identifying and characterizing a child's individual malnutrition burden and eventually contributing to intervention development.
KW - Functional connectivity
KW - Functional near-infrared spectroscopy
KW - High-density diffuse optical tomography
KW - Malnutrition
KW - Optical neuroimaging
KW - Portable neuroimaging
KW - Task-evoked responses
UR - http://www.scopus.com/inward/record.url?scp=85083491393&partnerID=8YFLogxK
U2 - 10.1016/j.neuroimage.2020.116541
DO - 10.1016/j.neuroimage.2020.116541
M3 - Article
C2 - 31987995
AN - SCOPUS:85083491393
SN - 1053-8119
VL - 215
JO - NeuroImage
JF - NeuroImage
M1 - 116541
ER -