Measuring and comparing brain cortical surface area and other areal quantities

Anderson M. Winkler, Mert R. Sabuncu, B. T.Thomas Yeo, Bruce Fischl, Douglas N. Greve, Peter Kochunov, Thomas E. Nichols, John Blangero, David C. Glahn

Research output: Contribution to journalArticlepeer-review

91 Scopus citations

Abstract

Structural analysis of MRI data on the cortical surface usually focuses on cortical thickness. Cortical surface area, when considered, has been measured only over gross regions or approached indirectly via comparisons with a standard brain. Here we demonstrate that direct measurement and comparison of the surface area of the cerebral cortex at a fine scale is possible using mass conservative interpolation methods. We present a framework for analyses of the cortical surface area, as well as for any other measurement distributed across the cortex that is areal by nature. The method consists of the construction of a mesh representation of the cortex, registration to a common coordinate system and, crucially, interpolation using a pycnophylactic method. Statistical analysis of surface area is done with power-transformed data to address lognormality, and inference is done with permutation methods. We introduce the concept of facewise analysis, discuss its interpretation and potential applications.

Original languageEnglish (US)
Pages (from-to)1428-1443
Number of pages16
JournalNeuroImage
Volume61
Issue number4
DOIs
StatePublished - Jul 16 2012
Externally publishedYes

Keywords

  • Areal interpolation
  • Brain surface area
  • Facewise analysis
  • Pycnophylactic interpolation

ASJC Scopus subject areas

  • Neurology
  • Cognitive Neuroscience

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