TY - JOUR
T1 - Reproducibility of PET activation studies
T2 - lessons from a multi-center European experiment. EU concerted action on functional imaging
AU - Poline, J B
AU - Vandenberghe, R
AU - Holmes, A P
AU - Friston, K J
AU - Frackowiak, R S
A2 - Paulson, Olaf Bjarne
PY - 1996/8
Y1 - 1996/8
N2 - PET activation studies are performed widely to study human brain function. The question of reproducibility, reliability, and comparability of the results of such experiments has never been addressed on a large scale. Recently, 12 European PET centers performed the same cognitive activation experiment in a European Union funded concerted action. The experiment involved a standardized and validated cross-lingual experimental and control task involving verbal fluency. Each center contributed at least 6 subjects. In total there were 77 subjects and 247 scans in each of the two conditions, giving 494 scans in total. We have analyzed each center's dataset and pooled datasets using statistical parametric mapping. We present results that address the consistency of these analyses, discuss the factors that influence their sensitivity, and comment on a number of related methodological issues. We used a MANOVA to test for center, condition, and centre by condition effects and found a strong condition and center effect and weaker interactions. The main effect determining reproducibility was the overall sensitivity of the experiment, to which the scanner and number of scans contribute in a major way, with a marked advantage for 3D scanners and a large field of view. An important conclusion is that data from different centers can be pooled to improve the reliability of results, which is of particular importance for studies in patients with rare conditions.
AB - PET activation studies are performed widely to study human brain function. The question of reproducibility, reliability, and comparability of the results of such experiments has never been addressed on a large scale. Recently, 12 European PET centers performed the same cognitive activation experiment in a European Union funded concerted action. The experiment involved a standardized and validated cross-lingual experimental and control task involving verbal fluency. Each center contributed at least 6 subjects. In total there were 77 subjects and 247 scans in each of the two conditions, giving 494 scans in total. We have analyzed each center's dataset and pooled datasets using statistical parametric mapping. We present results that address the consistency of these analyses, discuss the factors that influence their sensitivity, and comment on a number of related methodological issues. We used a MANOVA to test for center, condition, and centre by condition effects and found a strong condition and center effect and weaker interactions. The main effect determining reproducibility was the overall sensitivity of the experiment, to which the scanner and number of scans contribute in a major way, with a marked advantage for 3D scanners and a large field of view. An important conclusion is that data from different centers can be pooled to improve the reliability of results, which is of particular importance for studies in patients with rare conditions.
KW - Adult
KW - Arousal/physiology
KW - Attention/physiology
KW - Brain Mapping
KW - Data Collection
KW - Data Interpretation, Statistical
KW - Female
KW - Humans
KW - Image Processing, Computer-Assisted
KW - Male
KW - Reproducibility of Results
KW - Speech Perception/physiology
KW - Tomography, Emission-Computed
KW - Verbal Behavior/physiology
KW - Verbal Learning/physiology
U2 - 10.1006/nimg.1996.0027
DO - 10.1006/nimg.1996.0027
M3 - Journal article
C2 - 9345495
SN - 1053-8119
VL - 4
SP - 34
EP - 54
JO - NeuroImage
JF - NeuroImage
IS - 1
ER -