Functional Imaging of the Developing Brain at the Bedside Using Diffuse Optical Tomography

被引:74
作者
Ferradal, Silvina L. [1 ,2 ]
Liao, SteveM. [3 ]
Eggebrecht, Adam T. [2 ]
Shimony, Joshua S. [2 ]
Inder, Terrie E. [5 ]
Culver, Joseph P. [1 ,2 ]
Smyser, Christopher D. [3 ,4 ]
机构
[1] Washington Univ, Dept Biomed Engn, St Louis, MO USA
[2] Washington Univ, Sch Med, Mallinckrodt Inst Radiol, St Louis, MO USA
[3] Washington Univ, Sch Med, Dept Pediat, St Louis, MO 63110 USA
[4] Washington Univ, Sch Med, Dept Neurol, St Louis, MO 63110 USA
[5] Brigham & Womens Hosp, Dept Pediat Newborn Med, 75 Francis St, Boston, MA 02115 USA
基金
美国国家卫生研究院;
关键词
developmental neuroimaging; diffuse optical tomography; functional magnetic resonance imaging; infant; neurodevelopment; NEAR-INFRARED SPECTROSCOPY; HUMAN PREFRONTAL CORTEX; RESTING-STATE NETWORKS; CEREBRAL-BLOOD-FLOW; INFANT BRAIN; HEMODYNAMIC-RESPONSES; OXYGEN-METABOLISM; PRETERM INFANTS; ACTIVATION; FMRI;
D O I
10.1093/cercor/bhu320
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
While histological studies and conventional magnetic resonance imaging (MRI) investigations have elucidated the trajectory of structural changes in the developing brain, less is known regarding early functional cerebral development. Recent investigations have demonstrated that resting-state functional connectivity MRI (fcMRI) can identify networks of functional cerebral connections in infants. However, technical and logistical challenges frequently limit the ability to perform MRI scans early or repeatedly in neonates, particularly in those at greatest risk for adverse neurodevelopmental outcomes. High-density diffuse optical tomography (HD-DOT), a portable imaging modality, potentially enables early continuous and quantitative monitoring of brain function in infants. We introduce an HD-DOT imaging system that combines advancements in cap design, ergonomics, and data analysis methods to allow bedside mapping of functional brain development in infants. In a cohort of healthy, full-term neonates scanned within the first days of life, HD-DOT results demonstrate strong congruence with those obtained using co-registered, subject-matched fcMRI and reflect patterns of typical brain development. These findings represent a transformative advance in functional neuroimaging in infants, and introduce HD-DOT as a powerful and practical method for quantitative mapping of early functional brain development in normal and high-risk neonates.
引用
收藏
页码:1558 / 1568
页数:11
相关论文
共 63 条
[31]   Three-dimensional optical tomography of the premature infant brain [J].
Hebden, JC ;
Gibson, A ;
Yusof, RM ;
Everdell, N ;
Hillman, EMC ;
Delpy, DT ;
Arridge, SR ;
Austin, T ;
Meek, JH ;
Wyatt, JS .
PHYSICS IN MEDICINE AND BIOLOGY, 2002, 47 (23) :4155-4166
[32]   Significance of background optical properties, time-resolved information and optode arrangement in diffuse optical imaging of term neonates [J].
Heiskala, J. ;
Hiltunen, P. ;
Nissila, I. .
PHYSICS IN MEDICINE AND BIOLOGY, 2009, 54 (03) :535-554
[33]   Probabilistic atlas can improve reconstruction from optical imaging of the neonatal brain [J].
Heiskala, Juha ;
Pollari, Mika ;
Metsaranta, Marjo ;
Grant, P. Ellen ;
Nissila, Ilkka .
OPTICS EXPRESS, 2009, 17 (17) :14977-14992
[34]   Similar patterns of cortical expansion during human development and evolution [J].
Hill, Jason ;
Inder, Terrie ;
Neil, Jeffrey ;
Dierker, Donna ;
Harwell, John ;
Van Essen, David .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (29) :13135-13140
[35]   Development of Global Cortical Networks in Early Infancy [J].
Homae, Fumitaka ;
Watanabe, Hama ;
Otobe, Takayuki ;
Nakano, Tamami ;
Go, Tohshin ;
Konishi, Yukuo ;
Taga, Gentaro .
JOURNAL OF NEUROSCIENCE, 2010, 30 (14) :4877-4882
[36]   Fast and robust fixed-point algorithms for independent component analysis [J].
Hyvärinen, A .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1999, 10 (03) :626-634
[37]   Functional connectivity of the cortex of term and preterm infants Down's syndrome [J].
Imai, Makiko ;
Watanabe, Hama ;
Yasui, Kojiro ;
Kimura, Yuki ;
Shitara, Yoshihiko ;
Tsuchida, Shinya ;
Takahashi, Naoto ;
Taga, Gentaro .
NEUROIMAGE, 2014, 85 :272-278
[38]   Fast segmentation and high-quality three-dimensional volume mesh creation from medical images for diffuse optical tomography [J].
Jermyn, Michael ;
Ghadyani, Hamid ;
Mastanduno, Michael A. ;
Turner, Wes ;
Davis, Scott C. ;
Dehghani, Hamid ;
Pogue, Brian W. .
JOURNAL OF BIOMEDICAL OPTICS, 2013, 18 (08)
[39]   Postnatal brain development: Structural imaging of dynamic neurodevelopmental processes [J].
Jernigan, Terry L. ;
Baare, William F. C. ;
Stiles, Joan ;
Madsen, Kathrine Skak .
GENE EXPRESSION TO NEUROBIOLOGY AND BEHAVIOR: HUMAN BRAIN DEVELOPMENT AND DEVELOPMENTAL DISORDERS, 2011, 189 :77-92
[40]   Resolving the transition from negative to positive blood oxygen level-dependent responses in the developing brain [J].
Kozberg, Mariel G. ;
Chen, Brenda R. ;
DeLeo, Sarah E. ;
Bouchard, Matthew B. ;
Hillman, Elizabeth M. C. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (11) :4380-4385