Construction and Validation of Brain MRI Templates from a Korean Normal Elderly Population
0
조회
0
다운로드
2
인용
0
참고문헌
키워드
초록
ObjectiveaaThis study aimed to construct a Korean normal elderly brain template (KNE96) using Korean elderly individuals for use in brain MRI studies and to validate it. MethodsaaWe used high-resolution 3.0T T1 structural MR images from 96 Korean normal elderly individuals (M/F=48/48), aged 60 years or older (M=69.5±6.2 years, F=70.1±7.0 years), for constructing the KNE96 template. The KNE96 template was validated by comparing the registration-induced deformations between the KNE96 and ICBM152 templates using different MR images from 48 Korean normal elderly individuals (M/F=24/24), aged 60 years or older (M=71.5±5.9 years, F=72.8±5.1 years). We used the magnitude of displacement vectors (mag-displacement) and log of Jacobian determinants (log-Jacobian) to quantify the deformation produced during registration process to templates. ResultsaaThe mag-displacement and log-Jacobian of the registration were much smaller using the KNE96 template than with the ICBM152 template in most brain regions. There was a prominent difference in the significant averaged differences (SADs) of the mag-displacement and log-Jacobian between the KNE96 and ICBM152 at the superior, medial, and middle frontal gyrus, the lingual, inferior, middle, and superior occipital gyrus, and the caudate and thalamus. ConclusionaaThis study suggests that templates constructed from Asian populations, such as the KNE96, may be more desirable than those from Caucasian populations, like the ICBM152, in computational neuroimaging studies that measure and compare anatomical features of the frontal and occipital lobe, thalamus and caudate.
Abstract
ObjectiveaaThis study aimed to construct a Korean normal elderly brain template (KNE96) using Korean elderly individuals for use in brain MRI studies and to validate it. MethodsaaWe used high-resolution 3.0T T1 structural MR images from 96 Korean normal elderly individuals (M/F=48/48), aged 60 years or older (M=69.5±6.2 years, F=70.1±7.0 years), for constructing the KNE96 template. The KNE96 template was validated by comparing the registration-induced deformations between the KNE96 and ICBM152 templates using different MR images from 48 Korean normal elderly individuals (M/F=24/24), aged 60 years or older (M=71.5±5.9 years, F=72.8±5.1 years). We used the magnitude of displacement vectors (mag-displacement) and log of Jacobian determinants (log-Jacobian) to quantify the deformation produced during registration process to templates. ResultsaaThe mag-displacement and log-Jacobian of the registration were much smaller using the KNE96 template than with the ICBM152 template in most brain regions. There was a prominent difference in the significant averaged differences (SADs) of the mag-displacement and log-Jacobian between the KNE96 and ICBM152 at the superior, medial, and middle frontal gyrus, the lingual, inferior, middle, and superior occipital gyrus, and the caudate and thalamus. ConclusionaaThis study suggests that templates constructed from Asian populations, such as the KNE96, may be more desirable than those from Caucasian populations, like the ICBM152, in computational neuroimaging studies that measure and compare anatomical features of the frontal and occipital lobe, thalamus and caudate.
참고문헌 (54)
- Giedd JN, "Brain development during childhood and adolescence : a longitudinal MRI study", Nat Neurosci, 2, pp.861~863 (1999)
- Ashburner J, "Voxel-based morphometry--the methods", Neuroimage, 11, pp.805~821 (2000)
- Kasai K, "Neuroanatomy and neurophysiology in schizophrenia", Neurosci Res, 43, pp.93~110 (2002)
- Jack CR Jr, "The Alzheimer’s Disease Neuroimaging Initiative(ADNI) : MRI methods", J Magn Reson Imaging, 27, pp.685~691 (2008)
- Collins DL, "Automatic 3D intersubject registration of MR volumetric data in standardized Talairach space", J Comput Assist Tomogr, 18, pp.192~205 (1994)
- Ashburner J, "Nonlinear spatial normalization using basis functions", Hum Brain Mapp, 7, pp.254~266 (1999)
- Lancaster JL, "Global spatial normalization of human brain using convex hulls", J Nucl Med, 40, pp.942~955 (1999)
- Mazziotta J, "A probabilistic atlas and reference system for the human brain : International Consortium for Brain Mapping(ICBM)", Philos Trans R Soc Lond B Biol Sci, 356, pp.1293~1322 (2001)
- Toga AW, "Maps of the brain", Anat Rec, 256, pp.37~53 (2001)
- Fox PT, "A stereotactic method of anatomical localization for positron emission tomography", J Comput Assist Tomogr, 9, pp.141~153 (1985)
- Talairach J, "Co-Planar Stereotaxic Atlas of the Human Brain: 3-D Proportional System - An Approach to Cerebral Imaging" (1988), Thieme Medical Publishers
- Chau W, "The Talairach coordinate of a point in the MNI space : how to interpret it", Neuroimage, 25, pp.408~416 (2005)
- Ahsan RL, "Volumes, spatial extents and a probabilistic atlas of the human basal ganglia and thalamus", Neuroimage, 38, pp.261~270 (2007)
- Shattuck DW, "Construction of a 3D probabilistic atlas of human cortical structures", Neuroimage, 39, pp.1064~1080 (2008)
- Evans AC, "Brain templates and atlases", Neuroimage, 62, pp.911~922 (2012)
- Fonov V, "Unbiased average age-appropriate atlases for pediatric studies", Neuroimage, 54, pp.313~327 (2011)
- "Statistical Parametric Mapping"[URL]
- "MRI Studio"[URL]
- "FMRIB Software Library"[URL]
- Jenkinson M, "FSL", Neuroimage, 62, pp.782~790 (2012)
- Jackson FL, "Race and ethnicity as biological constructs", Ethn Dis, 2, pp.120~125 (1992)
- Buckner RL, "A unified approach for morphometric and functional data analysis in young, old, and demented adults using automated atlas-based head size normalization: reliability and validation against manual measurement of total intracranial volume", Neuroimage, 23, pp.724~738 (2004)
- Smith CD, "Age and gender effects on human brain anatomy : a voxel-based morphometric study in healthy elderly", Neurobiol Aging, 28, pp.1075~1087 (2007)
- Moriguchi Y, "Specific brain activation in Japanese and Caucasian people to fearful faces", Neuroreport, 16, pp.133~136 (2005)
- Altaye M, "Infant brain probability templates for MRI segmentation and normalization", Neuroimage, 43, pp.721~730 (2008)
- Wilke M, "Template-O-Matic : a toolbox for creating customized pediatric templates", Neuroimage, 41, pp.903~913 (2008)
- Chee MW, "Cognitive function and brain structure correlations in healthy elderly East Asians", Neuroimage, 46, pp.257~269 (2009)
- Kochunov P, "Localized morphological brain differences between English-speaking Caucasians and Chinese-speaking Asians : new evidence of anatomical plasticity", Neuroreport, 14, pp.961~964 (2003)
- 이재성, "Development of Korean Standard Brain Templates", Journal of Korean Medical Science, 20(3), pp.483~488 (2005), 대한의학회
- Tang Y, "The construction of a Chinese MRI brain atlas : a morphometric comparison study between Chinese and Caucasian cohorts", Neuroimage, 51, pp.33~41 (2010)
- Sato K, "Neuroanatomical database of normal Japanese brains", Neural Netw, 16, pp.1301~1310 (2003)
- Uchiyama HT, "A study of the standard brain in Japanese children : morphological comparison with the MNI template", Brain Dev, 35, pp.228~235 (2013)
- Kim TH, "Overview of the Korean Longitudinal Study on Cognitive Aging and Dementia", Alzheimers Dement, 9(Suppl 4), pp.626~627 (2013)
- Hughes CP, "A new clinical scale for the staging of dementia", Br J Psychiatry, 140, pp.566~572 (1982)
- American Psychiatric Association, "Diagnostic and Statistical Manual of Mental Disorders: DSM-IV. Task Force on DSM-IV", American Psychiatric Association, ~ (1994)
- Lee JH, "Development of the Korean version of the Consortium to Establish a Registry for Alzheimer’s Disease Assessment Packet (CERAD-K): Clinical and neuropsychological assessment batteries", J Gerontol B Psychol Sci Soc Sci, 57, pp.P47~P53 (2002)
- Oldfield RC, "The assessment and analysis of handedness : the Edinburgh inventory", Neuropsychologia, 9, pp.97~113 (1971)
- "BrainSuite"[URL]
- Shattuck DW, "BrainSuite : an automated cortical surface identification tool", Med Image Anal, 6, pp.129~142 (2002)
- Ashburner J, "Unified segmentation", Neuroimage, 26, pp.839~851 (2005)
- Colliot O, "Discrimination between Alzheimer disease, mild cognitive impairment, and normal aging by using automated segmentation of the hippocampus", Radiology, 248, pp.194~201 (2008)
- Chen Y, "Voxel-level comparison of arterial spin-labeled perfusion MRI and FDG-PET in Alzheimer disease", Neurology, 77, pp.1977~1985 (2011)
- Ashburner J, "A fast diffeomorphic image registration algorithm", Neuroimage, 38, pp.95~113 (2007)
- Zhang Y, "Evaluation of group-specific, whole-brain atlas generation using Volume-based Template Estimation (VTE): application to normal and Alzheimer’s populations", Neuroimage, 84, pp.406~419 (2014)
- "Talairach"[URL]
- Zilles K, "Hemispheric shape of European and Japanese brains: 3-D MRI analysis of intersubject variability, ethnical, and gender differences", Neuroimage, 13, pp.262~271 (2001)
- Karas GB, "Global and local gray matter loss in mild cognitive impairment and Alzheimer’s disease", Neuroimage, 23, pp.708~716 (2004)
- Chételat G, "Using voxelbased morphometry to map the structural changes associated with rapid conversion in MCI : a longitudinal MRI study", Neuroimage, 27, pp.934~946 (2005)
- Teipel SJ, "Multivariate deformation-based analysis of brain atrophy to predict Alzheimer’s disease in mild cognitive impairment", Neuroimage, 38, pp.13~24 (2007)
- de Jong LW, "Strongly reduced volumes of putamen and thalamus in Alzheimer’s disease : an MRI study", Brain, 131, pp.3277~3285 (2008)
- Cherubini A, "Combined volumetry and DTI in subcortical structures of mild cognitive impairment and Alzheimer’s disease patients", J Alzheimer Dis, 19, pp.1273~1282 (2010)
- Roh JH, "Volume reduction in subcortical regions according to severity of Alzheimer’s disease", J Neurol, 258, pp.1013~1020 (2011)
- Newman J, "Thalamic contributions to attention and consciousness", Conscious Cogn, 4, pp.172~193 (1995)
- Van der Werf YD, "Neuropsychology of infarctions in the thalamus : a review", Neuropsychologia, 38, pp.613~627 (2000)
