Adjustment for whole brain and cranial size in volumetric brain studies: a review of common adjustment factors and statistical methods
Authors
O'Brien, Liam M.Ziegler, David A.
Deutsch, Curtis K.
Kennedy, David N.
Goldstein, Jill M.
Seidman, Larry J.
Banks, Steven M.
Makris, Nikos
Caviness, Verne S. Jr.
Frazier, Jean A.
Herbert, Martha R.
UMass Chan Affiliations
Department of PsychiatryDocument Type
Journal ArticlePublication Date
2006-06-22Keywords
Analysis of VarianceBody Height
Body Weight
Brain
Humans
Linear Models
Organ Size
Proportional Hazards Models
Reproducibility of Results
Statistics as Topic
Psychiatry
Metadata
Show full item recordAbstract
In this article we address analytic challenges inherent in brain volumetrics (i.e., the study of volumes of brains and brain regions). It has sometimes been assumed in the literature that deviations in regional brain size in clinical samples are directly related to maldevelopment or pathogenesis. However, this assumption may be incorrect; such volume differences may, instead, be wholly or partly attributable to individual differences in overall dimension (e.g., for head, brain, or body size). What quantitative approaches can be used to take these factors into account? Here, we provide a review of volumetric and nonvolumetric adjustment factors. We consider three examples of common statistical methods by which one can adjust for the effects of body, head, or brain size on regional volumetric measures: the analysis of covariance, the proportion, and the residual approaches. While the nature of the adjustment will help dictate which method is most appropriate, the choice is context sensitive, guided by numerous considerations-chiefly the experimental hypotheses, but other factors as well (including characteristic features of the disorder and sample size). These issues come into play in logically framing the assessment of putative abnormalities in regional brain volumes.Source
Harv Rev Psychiatry. 2006 May-Jun;14(3):141-51. Link to article on publisher's siteDOI
10.1080/10673220600784119Permanent Link to this Item
http://hdl.handle.net/20.500.14038/45877PubMed ID
16787886Related Resources
Link to Article in PubMedae974a485f413a2113503eed53cd6c53
10.1080/10673220600784119