1. Portable, field-based neuroimaging using high-density diffuse optical tomography.
- Author
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Fishell, Andrew K., Arbeláez, Ana María, Valdés, Claudia P., Burns-Yocum, Tracy M., Sherafati, Arefeh, Richter, Edward J., Torres, Margarita, Eggebrecht, Adam T., Smyser, Christopher D., and Culver, Joseph P.
- Subjects
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OPTICAL tomography , *FUNCTIONAL connectivity , *OPTICAL instruments , *OPTICAL measurements , *BRAIN imaging - Abstract
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. • A custom optical neuroimaging instrument was used to image malnourished children. • Data quality in study matches data collected across other instruments and subjects. • Evoked responses to sensory stimulation match prior optical neuroimaging results. • Activation overlap reduces when optical measurement density reduced. • Sensitivity to distributed brain function was demonstrated with functional connectivity. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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