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A tensor-based morphometry analysis of regional differences in brain volume in relation to prenatal alcohol exposure

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2014

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Elsevier
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Meintjes, E.M., K.L. Narr, A.J.W. van der Kouwe, C.D. Molteno, T. Pirnia, B. Gutman, R.P. Woods, P.M. Thompson, J.L. Jacobson, and S.W. Jacobson. 2014. “A tensor-based morphometry analysis of regional differences in brain volume in relation to prenatal alcohol exposure.” NeuroImage : Clinical 5 (1): 152-160. doi:10.1016/j.nicl.2014.04.001. http://dx.doi.org/10.1016/j.nicl.2014.04.001.

Abstract

Reductions in brain volumes represent a neurobiological signature of fetal alcohol spectrum disorders (FASD). Less clear is how regional brain tissue reductions differ after normalizing for brain size differences linked with FASD and whether these profiles can predict the degree of prenatal exposure to alcohol. To examine associations of regional brain tissue excesses/deficits with degree of prenatal alcohol exposure and diagnosis with and without correction for overall brain volume, tensor-based morphometry (TBM) methods were applied to structural imaging data from a well-characterized, demographically homogeneous sample of children diagnosed with FASD (n = 39, 9.6–11.0 years) and controls (n = 16, 9.5–11.0 years). Degree of prenatal alcohol exposure was significantly associated with regionally pervasive brain tissue reductions in: (1) the thalamus, midbrain, and ventromedial frontal lobe, (2) the superior cerebellum and inferior occipital lobe, (3) the dorsolateral frontal cortex, and (4) the precuneus and superior parietal lobule. When overall brain size was factored out of the analysis on a subject-by-subject basis, no regions showed significant associations with alcohol exposure. FASD diagnosis was associated with a similar deformation pattern, but few of the regions survived FDR correction. In data-driven independent component analyses (ICA) regional brain tissue deformations successfully distinguished individuals based on extent of prenatal alcohol exposure and to a lesser degree, diagnosis. The greater sensitivity of the continuous measure of alcohol exposure compared with the categorical diagnosis across diverse brain regions underscores the dose dependence of these effects. The ICA results illustrate that profiles of brain tissue alterations may be a useful indicator of prenatal alcohol exposure when reliable historical data are not available and facial features are not apparent.

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Tensor-based morphometry, Fetal alcohol spectrum disorders, Prenatal alcohol exposure, Structural MRI, Neurodevelopment, Morphology, Brain structure, AA, absolute alcohol, CSF, cerebrospinal fluid, FAS, fetal alcohol syndrome, FASD, fetal alcohol spectrum disorders, ICA, independent component analyses, MDT, minimal deformation target, MEMPRAGE, multiecho magnetization prepared rapid gradient echo, TBM, tensor-based morphometry, WISC-IV, Wechsler Intelligence Scale for Children

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