TY - JOUR
T1 - Impact of cerebral blood flow and amyloid load on SUVR bias
AU - AMYPAD Consortium
AU - Heeman, Fiona
AU - Yaqub, Maqsood
AU - Hendriks, Janine
AU - van Berckel, Bart N M
AU - Collij, Lyduine E
AU - Gray, Katherine R
AU - Manber, Richard
AU - Wolz, Robin
AU - Garibotto, Valentina
AU - Wimberley, Catriona
AU - Ritchie, Craig
AU - Barkhof, Frederik
AU - Gispert, Juan Domingo
AU - Vállez García, David
AU - Lopes Alves, Isadora
AU - Lammertsma, Adriaan A
N1 - © 2022. The Author(s).
PY - 2022/5/12
Y1 - 2022/5/12
N2 - BACKGROUND: Despite its widespread use, the semi-quantitative standardized uptake value ratio (SUVR) may be biased compared with the distribution volume ratio (DVR). This bias may be partially explained by changes in cerebral blood flow (CBF) and is likely to be also dependent on the extent of the underlying amyloid-β (Aβ) burden. This study aimed to compare SUVR with DVR and to evaluate the effects of underlying Aβ burden and CBF on bias in SUVR in mainly cognitively unimpaired participants. Participants were scanned according to a dual-time window protocol, with either [ 18F]flutemetamol (N = 90) or [ 18F]florbetaben (N = 31). The validated basisfunction-based implementation of the two-step simplified reference tissue model was used to derive DVR and R 1 parametric images, and SUVR was calculated from 90 to 110 min post-injection, all with the cerebellar grey matter as reference tissue. First, linear regression and Bland-Altman analyses were used to compare (regional) SUVR with DVR. Then, generalized linear models were applied to evaluate whether (bias in) SUVR relative to DVR could be explained by R 1 for the global cortical average (GCA), precuneus, posterior cingulate, and orbitofrontal region. RESULTS: Despite high correlations (GCA: R 2 ≥ 0.85), large overestimation and proportional bias of SUVR relative to DVR was observed. Negative associations were observed between both SUVR or SUVR bias and R 1, albeit non-significant. CONCLUSION: The present findings demonstrate that bias in SUVR relative to DVR is strongly related to underlying Aβ burden. Furthermore, in a cohort consisting mainly of cognitively unimpaired individuals, the effect of relative CBF on bias in SUVR appears limited. EudraCT Number: 2018-002277-22, registered on: 25-06-2018.
AB - BACKGROUND: Despite its widespread use, the semi-quantitative standardized uptake value ratio (SUVR) may be biased compared with the distribution volume ratio (DVR). This bias may be partially explained by changes in cerebral blood flow (CBF) and is likely to be also dependent on the extent of the underlying amyloid-β (Aβ) burden. This study aimed to compare SUVR with DVR and to evaluate the effects of underlying Aβ burden and CBF on bias in SUVR in mainly cognitively unimpaired participants. Participants were scanned according to a dual-time window protocol, with either [ 18F]flutemetamol (N = 90) or [ 18F]florbetaben (N = 31). The validated basisfunction-based implementation of the two-step simplified reference tissue model was used to derive DVR and R 1 parametric images, and SUVR was calculated from 90 to 110 min post-injection, all with the cerebellar grey matter as reference tissue. First, linear regression and Bland-Altman analyses were used to compare (regional) SUVR with DVR. Then, generalized linear models were applied to evaluate whether (bias in) SUVR relative to DVR could be explained by R 1 for the global cortical average (GCA), precuneus, posterior cingulate, and orbitofrontal region. RESULTS: Despite high correlations (GCA: R 2 ≥ 0.85), large overestimation and proportional bias of SUVR relative to DVR was observed. Negative associations were observed between both SUVR or SUVR bias and R 1, albeit non-significant. CONCLUSION: The present findings demonstrate that bias in SUVR relative to DVR is strongly related to underlying Aβ burden. Furthermore, in a cohort consisting mainly of cognitively unimpaired individuals, the effect of relative CBF on bias in SUVR appears limited. EudraCT Number: 2018-002277-22, registered on: 25-06-2018.
KW - Alzheimer’s disease
KW - Amyloid PET
KW - Cerebral blood flow
KW - Quantification
KW - SUVR bias
U2 - 10.1186/s13550-022-00898-8
DO - 10.1186/s13550-022-00898-8
M3 - Article
C2 - 35553267
SN - 2191-219X
VL - 12
SP - 29
JO - EJNMMI research
JF - EJNMMI research
IS - 1
M1 - 29
ER -