Open AccessFactors affecting the harmonization of disease‐related metabolic brain pattern expression quantification in [ 18 F]FDG‐PET (PETMETPAT)
Author(s) -
Kogan Rosalie V.,
Jong Bas A.,
Renken Remco J.,
Meles Sanne K.,
Snick Paul J.H.,
Golla Sandeep,
Rijnsdorp Sjoerd,
Perani Daniela,
Leenders Klaus L.,
Boellaard Ronald
Publication year - 2019
Publication title -
alzheimer's and dementia: diagnosis, assessment and disease monitoring
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.497
H-Index - 37
ISSN - 2352-8729
DOI - 10.1016/j.dadm.2019.04.002
Subject(s) - positron emission tomography , nuclear medicine , imaging phantom , contrast (vision) , medicine , artificial intelligence , computer science
The implementation of spatial‐covariance [ 18 F]fluorodeoxyglucose positron emission tomography–based disease‐related metabolic brain patterns as biomarkers has been hampered by intercenter imaging differences. Within the scope of the JPND‐PETMETPAT working group, we illustrate the impact of these differences on Parkinson's disease–related pattern (PDRP) expression scores. Methods Five healthy controls, 5 patients with idiopathic rapid eye movement sleep behavior disorder, and 5 patients with Parkinson's disease were scanned on one positron emission tomography/computed tomography system with multiple image reconstructions. In addition, one Hoffman 3D Brain Phantom was scanned on several positron emission tomography/computed tomography systems using various reconstructions. Effects of image contrast on PDRP scores were also examined. Results Human and phantom raw PDRP scores were systematically influenced by scanner and reconstruction effects. PDRP scores correlated inversely to image contrast. A Gaussian spatial filter reduced contrast while decreasing intercenter score differences. Discussion Image contrast should be considered in harmonization efforts. A Gaussian filter may reduce noise and intercenter effects without sacrificing sensitivity. Phantom measurements will be important for correcting PDRP score offsets.