Bias in tensor based morphometry Stat-ROI measures may result in unrealistic power estimates.

Abstract:

:A series of reports have recently appeared using tensor based morphometry statistically-defined regions of interest, Stat-ROIs, to quantify longitudinal atrophy in structural MRIs from the Alzheimer's Disease Neuroimaging Initiative (ADNI). This commentary focuses on one of these reports, Hua et al. (2010), but the issues raised here are relevant to the others as well. Specifically, we point out a temporal pattern of atrophy in subjects with Alzheimer's disease and mild cognitive impairment whereby the majority of atrophy in two years occurs within the first 6 months, resulting in overall elevated estimated rates of change. Using publicly-available ADNI data, this temporal pattern is also found in a group of identically-processed healthy controls, strongly suggesting that methodological bias is corrupting the measures. The resulting bias seriously impacts the validity of conclusions reached using these measures; for example, sample size estimates reported by Hua et al. (2010) may be underestimated by a factor of five to sixteen.

journal_name

Neuroimage

journal_title

NeuroImage

authors

Thompson WK,Holland D,Alzheimer's Disease Neuroimaging Initiative.

doi

10.1016/j.neuroimage.2010.11.092

subject

Has Abstract

pub_date

2011-07-01 00:00:00

pages

1-4

issue

1

eissn

1053-8119

issn

1095-9572

pii

S1053-8119(11)00149-2

journal_volume

57

pub_type

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