Referential framework for transcranial anatomical correspondence for fNIRS based on manually traced sulci and gyri of an infant brain

Neuroscience Research

Volumn 80, Issue 1, 2014, Pages 55-68

  Matsui, Mie ^a   Homae, Fumitaka ^b   Tsuzuki, Daisuke ^c   Watanabe, Hama ^d   Katagiri, Masatoshi ^a   Uda, Satoshi ^a   Nakashima, Mitsuhiro ^a   Dan, Ippeita ^c   Taga, Gentaro ^d  

^a UNIVERSITY OF TOYAMA   (Japan)

^b TOKYO METROPOLITAN UNIVERSITY   (Japan)

^c CHUO UNIVERSITY   (Japan)

^d UNIVERSITY OF TOKYO   (Japan)

Author keywords

Baby; Manual tracing; Optical topography; Parcellation; Sulcus; Transcranial neuroimaging

Indexed keywords

ADOLESCENT; ADULT; ANATOMY AND HISTOLOGY; BRAIN CORTEX; BRAIN MAPPING; CHILD; FACTUAL DATABASE; FEMALE; GROWTH, DEVELOPMENT AND AGING; HEMODYNAMICS; HUMAN; IMAGE PROCESSING; INFANT; MALE; NEAR INFRARED SPECTROSCOPY; NEWBORN; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PRESCHOOL CHILD; REFERENCE VALUE; YOUNG ADULT;

ADOLESCENT; ADULT; BRAIN MAPPING; CEREBRAL CORTEX; CHILD; CHILD, PRESCHOOL; DATABASES, FACTUAL; FEMALE; HEMODYNAMICS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; INFANT; INFANT, NEWBORN; MAGNETIC RESONANCE IMAGING; MALE; REFERENCE VALUES; SPECTROSCOPY, NEAR-INFRARED; YOUNG ADULT;

EID: 84898773668     PISSN: 01680102     EISSN: 18728111     Source Type: Journal    
DOI: 10.1016/j.neures.2014.01.003     Document Type: Article

References (75)

1. Almli C.R., Rivkin M.J., McKinstry R.C. The NIH MRI study of normal brain development (objective-2): newborns, infants, toddlers, and preschoolers. Neuroimage 2007, 35:308-325.
2. Altaye M., Holland S.K., Wilke M., Gaser C. Infant brain probability templates for MRI segmentation and normalization. Neuroimage 2008, 43:721-730.
3. Ashburner J., Friston K.J. Nonlinear spatial normalization using basis functions. Hum. Brain Mapp. 1999, 7:254-266.
4. Ashburner J., Andersson J.L., Friston K.J. Image registration using a symmetric prior - in three dimensions. Hum. Brain Mapp. 2000, 9:212-225.
5. Bartocci M., Winberg J., Ruggiero C., Bergqvist L.L., Serra G., Lagercrantz H. Activation of olfactory cortex in newborn infants after odor stimulation: a functional near-infrared spectroscopy study. Pediatr. Res. 2000, 48:18-23.
6. Beauchamp M.S., Beurlot M.R., Fava E., Nath A.R., Parikh N.A., Saad Z.S., Bortfeld H., Oghalai J.S. The developmental trajectory of brain-scalp distance from birth through childhood: implications for functional neuroimaging. PLoS ONE 2011, 6(9):e24981.
7. Born P., Rostrup E., Leth H., Peitersen B., Lou H.C. Change of visually induced cortical activation patterns during development. Lancet 1996, 347:543.
8. Brett M., Johnsrude I.S., Owen A.M. The problem of functional localization in the human brain. Nat. Rev. Neurosci. 2002, 3:243-249.
9. Chi J.G., Dooling E.C., Gilles F.H. Gyral development of the human brain. Ann. Neurol. 1977, 1:86-93.
10. Collins D.L., Neelin P., Peters T.M., Evans A.C. Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space. J. Comput. Assist. Tomogr. 1994, 18:192-205.
11. Dehaene-Lambertz G., Dehaene S., Hertz-Pannier L. Functional neuroimaging of speech perception in infants. Science 2002, 298:2013-2015.
12. Dehaene-Lambertz G., Hertz-Pannier L., Dubois J. Nature and nurture in language acquisition: anatomical and functional brain-imaging studies in infants. Trends Neurosci. 2006, 29:367-373.
13. Duvernoy H.M. The Human Brain: Surface, Three-dimensional Sectional Anatomy With MRI, and Vascularization 1999, Springer, Wien, New York.
14. Ehlis A.C., Schneider S., Dresler T., Fallgatter A.J. Application of functional near-infrared spectroscopy in psychiatry. Neuroimage 2014, 85:478-488.
15. Ferrari M., Quaresima V. A brief review on the history of human functional near-infrared spectroscopy (fNIRS) development and fields of application. Neuroimage 2012, 63:921-935.
16. Fonov V., Evans A.C., Botteron K., Almli C.R., McKinstry R.C., Collins D.L. Unbiased average age-appropriate atlases for pediatric studies. Neuroimage 2011, 54:313-327.
17. Giedd J.N., Rapoport J.L. Structural MRI of pediatric brain development: what have we learned and where are we going?. Neuron 2010, 67:728-734.
18. Gilmore J.H., Shi F., Woolson S.L., Knickmeyer R.C., Short S.J., Lin W., Zhu H., Hamer R.M., Styner M., Shen D. Longitudinal development of cortical and subcortical gray matter from birth to 2 years. Cereb. Cortex 2012, 22:2478-2485.
19. Gousias I.S., Rueckert D., Heckemann R.A., Dyet L.E., Boardman J.P., Edwards A.D., Hammers A. Automatic segmentation of brain MRIs of 2-year-olds into 83 regions of interest. Neuroimage 2008, 40:672-684.
20. Guillery R.W. Is postnatal neocortical maturation hierarchical?. Trends Neurosci. 2005, 28:512-517.
21. Hill J., Dierker D., Neil J., Inder T., Knutsen A., Harwell J., Coalson T., Van Essen D. A surface-based analysis of hemispheric asymmetries and folding of cerebral cortex in term-born human infants. J. Neurosci. 2010, 30:2268-2276.
22. Homae F., Watanabe H., Otobe T., Nakano T., Go T., Konishi Y., Taga G. Development of global cortical networks in early infancy. J. Neurosci. 2010, 30:4877-4882.
23. Homae F., Watanabe H., Nakano T., Taga G. Large-scale brain networks underlying language acquisition in early infancy. Front. Psychol. 2011, 2:93.
24. Homae F. A brain of two halves: insights into interhemispheric organization provided by near-infrared spectroscopy. Neuroimage 2014, 85:354-362.
25. Hughes J.G., Ehemann B., Brown U.A. Electroencephalography of the newborn; studies on normal, full term, sleeping infants. Am. J. Dis. Child. 1948, 76:503-512.
26. Huttenlocher P.R., de Courten C. The development of synapses in striate cortex of man. Hum. Neurobiol. 1987, 6:1-9.
27. Huttenlocher P.R., Dabholkar A.S. Regional differences in synaptogenesis in human cerebral cortex. J. Comp. Neurol. 1997, 387:167-178.
28. Imai M., Watanabe H., Yasui K., Kimura Y., Shitara Y., Tsuchida S., Takahashi N., Taga G. Functional connectivity of the cortex of term and preterm infants and infants with Down's syndrome. Neuroimage 2014, 85:272-278.
29. Irani F., Platek S.M., Bunce S., Ruocco A.C., Chute D. Functional near infrared spectroscopy (fNIRS): an emerging neuroimaging technology with important applications for the study of brain disorders. Clin. Neuropsychol. 2007, 21:9-37.
30. Jurcak V., Tsuzuki D., Dan I. 10/20, 10/10, and 10/5 systems revisited: their validity as relative head-surface-based positioning systems. Neuroimage 2007, 34:1600-1611.
31. Kinney H.C., Karthigasan J., Borenshteyn N.I., Flax J.D., Kirschner D.A. Myelination in the developing human brain: biochemical correlates. Neurochem. Res. 1994, 19:983-996.
32. Kostovic I., Judas M. The development of the subplate and thalamocortical connections in the human foetal brain. Acta Paediatr. 2010, 99:1119-1127.
33. Kuklisova-Murgasova M., Aljabar P., Srinivasan L., Counsell S.J., Doria V., Serag A., Gousias I.S., Boardman J.P., Rutherford M.A., Edwards A.D., Hajnal J.V., Rueckert D. A dynamic 4D probabilistic atlas of the developing brain. Neuroimage 2011, 54:2750-2763.
34. Lagerlund T.D., Sharbrough F.W., Jack C.R., Erickson B.J., Strelow D.C., Cicora K.M., Busacker N.E. Determination of 10-20 system electrode locations using magnetic resonance image scanning with markers. Electroencephalogr. Clin. Neurophysiol. 1993, 86:7-14.
35. Lancaster J.L., Woldorff M.G., Parsons L.M., Liotti M., Freitas C.S., Rainey L., Kochunov P.V., Nickerson D., Mikiten S.A., Fox P.T. Automated Talairach atlas labels for functional brain mapping. Hum. Brain Mapp. 2000, 10:120-131.
36. Li G., Nie J., Wang L., Shi F., Lin W., Gilmore J.H., Shen D. Mapping region-specific longitudinal cortical surface expansion from birth to 2 years of age. Cereb. Cortex 2013, 23:2724-2733.
37. Lloyd-Fox S., Blasi A., Elwell C.E. Illuminating the developing brain: the past, present and future of functional near infrared spectroscopy. Neurosci. Biobehav. Rev. 2010, 34:269-284.
38. Matsuzawa J., Matsui M., Konishi T., Noguchi K., Gur R.C., Bilker W., Miyawaki T. Age-related volumetric changes of brain gray and white matter in healthy infants and children. Cereb. Cortex 2001, 11:335-342.
39. Meek J.H., Firbank M., Elwell C.E., Atkinson J., Braddick O., Wyatt J.S. Regional hemodynamic responses to visual stimulation in awake infants. Pediatr. Res. 1998, 43:840-843.
40. Minagawa-Kawai Y., Cristia A., Dupoux E. Cerebral lateralization and early speech acquisition: a developmental scenario. Dev. Cogn. Neurosci. 2011, 1:217-232.
41. Moore J.K., Guan Y.L. Cytoarchitectural and axonal maturation in human auditory cortex. J. Assoc. Res. Otolaryngol. 2001, 2:297-311.
42. Nordli D.R., Bazil C.W., Scheuer M.L., Pedley T.A. Recognition and classification of seizures in infants. Epilepsia 1997, 38:553-560.
43. Obrig H., Villringer A. Beyond the visible - imaging the human brain with light. J. Cereb. Blood Flow Metab. 2003, 23:1-18.
44. Okamoto M., Dan H., Sakamoto K., Takeo K., Shimizu K., Kohno S., Oda I., Isobe S., Suzuki T., Kohyama K., Dan I. Three-dimensional probabilistic anatomical cranio-cerebral correlation via the international 10-20 system oriented for transcranial functional brain mapping. Neuroimage 2004, 21:99-111.
45. Okamoto M., Dan I. Automated cortical projection of head-surface locations for transcranial functional brain mapping. Neuroimage 2005, 26:18-28.
46. Ono M., Kubik S., Abernathey C.D. Atlas of the Cerebral Sulci 1990, Thieme, New York.
47. Pena M., Maki A., Kovacic D., Dehaene-Lambertz G., Koizumi H., Bouquet F., Mehler J. Sounds and silence: an optical topography study of language recognition at birth. Proc. Natl. Acad. Sci. U. S. A. 2003, 100:11702-11705.
48. Rademacher J., Galaburda A.M., Kennedy D.N., Filipek P.A., Caviness V.S. Human cerebral cortex: localization, parcellation, and morphometry with magnetic resonance imaging. J. Cogn. Neurosci. 1992, 4:352-374.
49. Rorden C., Karnath H.O., Bonilha L. Improving lesion-symptom mapping. J. Cogn. Neurosci. 2007, 19:1081-1088.
50. Sakatani K., Chen S., Lichty W., Zuo H., Wang Y.P. Cerebral blood oxygenation changes induced by auditory stimulation in newborn infants measured by near infrared spectroscopy. Early Hum. Dev. 1999, 55:229-236.
51. Sanchez C.E., Richards J.E., Almli C.R. Neurodevelopmental MRI brain templates for children from 2 weeks to 4 years of age. Dev. Psychobiol. 2012, 54:77-91.
52. Shattuck D.W., Mirza M., Adisetiyo V., Hojatkashani C., Salamon G., Narr K.L., Poldrack R.A., Bilder R.M., Toga A.W. Construction of a 3D probabilistic atlas of human cortical structures. Neuroimage 2008, 39:1064-1080.
53. Shi F., Yap P.T., Fan Y., Gilmore J.H., Lin W., Shen D. Construction of multi-region-multi-reference atlases for neonatal brain MRI segmentation. Neuroimage 2010, 51:684-693.
54. Shi F., Yap P.T., Wu G., Jia H., Gilmore J.H., Lin W., Shen D. Infant brain atlases from neonates to 1- and 2-year-olds. PLoS ONE 2011, 6:e18746.
55. Singh A.K., Okamoto M., Dan H., Jurcak V., Dan I. Spatial registration of multichannel multi-subject fNIRS data to MNI space without MRI. Neuroimage 2005, 27:842-851.
56. Smith S.M. Fast robust automated brain extraction. Hum. Brain Mapp. 2002, 17:143-155.
57. Smith S.M., Jenkinson M., Woolrich M.W., Beckmann C.F., Behrens T.E., Johansen-Berg H., Bannister P.R., De Luca M., Drobnjak I., Flitney D.E., Niazy R.K., Saunders J., Vickers J., Zhang Y., De Stefano N., Brady J.M., Matthews P.M. Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage 2004, 23(Suppl. 1):S208-S219.
58. Smyser C.D., Snyder A.Z., Neil J.J. Functional connectivity MRI in infants: exploration of the functional organization of the developing brain. Neuroimage 2011, 56:1437-1452.
59. Suzuki M., Zhou S.Y., Takahashi T., Hagino H., Kawasaki Y., Niu L., Matsui M., Seto H., Kurachi M. Differential contributions of prefrontal and temporolimbic pathology to mechanisms of psychosis. Brain 2005, 128:2109-2122.
60. Taga G., Asakawa K., Maki A., Konishi Y., Koizumi H. Brain imaging in awake infants by near-infrared optical topography. Proc. Natl. Acad. Sci. U. S. A. 2003, 100:10722-10727.
61. Taga G., Watanabe H., Homae F. Spatiotemporal properties of cortical haemodynamic response to auditory stimuli in sleeping infants revealed by multi-channel near-infrared spectroscopy. Philos. Trans. A: Math. Phys. Eng. Sci. 2011, 369:4495-4511.
62. Takahashi T., Suzuki M., Zhou S.Y., Tanino R., Hagino H., Kawasaki Y., Matsui M., Seto H., Kurachi M. Morphologic alterations of the parcellated superior temporal gyrus in schizophrenia spectrum. Schizophr. Res. 2006, 83:131-143.
63. Tanaka C., Matsui M., Uematsu A., Noguchi K., Miyawaki T. Developmental trajectories of the fronto-temporal lobes from infancy to early adulthood in healthy individuals. Dev. Neurosci. 2012, 34:477-487.
64. Towle V.L., Bolanos J., Suarez D., Tan K., Grzeszczuk R., Levin D.N., Cakmur R., Frank S.A., Spire J.P. The spatial location of EEG electrodes: locating the best-fitting sphere relative to cortical anatomy. Electroencephalogr. Clin. Neurophysiol. 1993, 86:1-6.
65. Tsuzuki D., Jurcak V., Singh A.K., Okamoto M., Watanabe E., Dan I. Virtual spatial registration of stand-alone fNIRS data to MNI space. Neuroimage 2007, 34:1506-1518.
66. Tsuzuki D., Cai D.S., Dan H., Kyutoku Y., Fujita A., Watanabe E., Dan I. Stable and convenient spatial registration of stand-alone NIRS data through anchor-based probabilistic registration. Neurosci. Res. 2012, 72:163-171.
67. Tsuzuki D., Dan I. Spatial registration for functional near-infrared spectroscopy: from channel position on the scalp to cortical location in individual and group analyses. Neuroimage 2014, 85:92-103.
68. Tzourio-Mazoyer N., Landeau B., Papathanassiou D., Crivello F., Etard O., Delcroix N., Mazoyer B., Joliot M. Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 2002, 15:273-289.
69. Uematsu A., Matsui M., Tanaka C., Takahashi T., Noguchi K., Suzuki M., Nishijo H. Developmental trajectories of amygdala and hippocampus from infancy to early adulthood in healthy individuals. PLoS ONE 2012, 7:e46970.
70. van Straaten H.L. Automated auditory brainstem response in neonatal hearing screening. Acta Paediatr. 1999, (Suppl. 88):76-79.
71. Watanabe H., Homae F., Nakano T., Tsuzuki D., Enkhtur L., Nemoto K., Dan I., Taga G. Effect of auditory input on activations in infant diverse cortical regions during audiovisual processing. Hum. Brain Mapp. 2013, 34:543-565.
72. Watanabe K., Hayakawa F., Okumura A. Neonatal EEG: a powerful tool in the assessment of brain damage in preterm infants. Brain Dev. 1999, 21:361-372.
73. White B.R., Liao S.M., Ferradal S.L., Inder T.E., Culver J.P. Bedside optical imaging of occipital resting-state functional connectivity in neonates. Neuroimage 2012, 59:2529-2538.
74. Yamada H., Sadato N., Konishi Y., Kimura K., Tanaka M., Yonekura Y., Ishii Y. A rapid brain metabolic change in infants detected by fMRI. Neuroreport 1997, 8:3775-3778.
75. Zilles K., Amunts K. Centenary of Brodmann's map - conception and fate. Nat. Rev. Neurosci. 2010, 11:139-145.