An investigation of statistical power for continuous arterial spin labeling imaging at 1.5 T

Iris Asllani, Ajna Borogovac, Clinton B Wright, Ralph L Sacco, Truman R. Brown, Eric Zarahn

Research output: Contribution to journalArticle

17 Citations (Scopus)

Abstract

Variance estimates can be used in conjunction with scientifically meaningful effect sizes to design experiments with type II error control. Here we present estimates of intra- and inter-subject variances for region of interest (ROI) from resting cerebral blood flow (CBF) maps obtained using whole brain, spin echo echoplanar (SE-EPI) continuous arterial spin labeling (CASL) imaging on 52 elderly subjects (age = 70.5 ± 7.9 years, 29 males). There was substantial intrasubject systematic variability in CBF of gray matter ROIs corresponding to a range of standard deviations = [39-168] (ml/(100 g min)). This variability was mainly due to two factors: (1) an expected inverse relationship between ROI volume and intrasubject variance and (2) an increased effective post-labeling delay for more superior slices acquired later in the sequence. For example, intrasubject variance in Brodmann area 4 (BA 4) was ∼ 8 times larger than in hippocampus, despite their similar gray matter volumes. Estimated ROI-wise power was computed for various numbers of acquired CBF images, numbers of subjects, and CBF effect sizes for two experimental designs: independent sample t-test and paired t-test. The theoretical effects of pulse sequence and field strength on general applicability of these results are discussed.

Original languageEnglish
Pages (from-to)1246-1256
Number of pages11
JournalNeuroImage
Volume39
Issue number3
DOIs
StatePublished - Feb 1 2008
Externally publishedYes

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Cerebrovascular Circulation
Hippocampus
Research Design
Brain

Keywords

  • ASL
  • CBF
  • fMRI
  • Intersubject variance
  • Intrasubject variance
  • Statistical power

ASJC Scopus subject areas

  • Cognitive Neuroscience
  • Neurology

Cite this

An investigation of statistical power for continuous arterial spin labeling imaging at 1.5 T. / Asllani, Iris; Borogovac, Ajna; Wright, Clinton B; Sacco, Ralph L; Brown, Truman R.; Zarahn, Eric.

In: NeuroImage, Vol. 39, No. 3, 01.02.2008, p. 1246-1256.

Research output: Contribution to journalArticle

Asllani, Iris ; Borogovac, Ajna ; Wright, Clinton B ; Sacco, Ralph L ; Brown, Truman R. ; Zarahn, Eric. / An investigation of statistical power for continuous arterial spin labeling imaging at 1.5 T. In: NeuroImage. 2008 ; Vol. 39, No. 3. pp. 1246-1256.
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