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Impact of cerebral blood flow and amyloid load on SUVR bias
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 u...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098761/ https://www.ncbi.nlm.nih.gov/pubmed/35553267 http://dx.doi.org/10.1186/s13550-022-00898-8 |
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author | Heeman, Fiona Yaqub, Maqsood Hendriks, Janine van Berckel, Bart N. M. Collij, Lyduine E. Gray, Katherine R. Manber, Richard Wolz, Robin Garibotto, Valentina Wimberley, Catriona Ritchie, Craig Barkhof, Frederik Gispert, Juan Domingo Vállez García, David Lopes Alves, Isadora Lammertsma, Adriaan A. |
author_facet | Heeman, Fiona Yaqub, Maqsood Hendriks, Janine van Berckel, Bart N. M. Collij, Lyduine E. Gray, Katherine R. Manber, Richard Wolz, Robin Garibotto, Valentina Wimberley, Catriona Ritchie, Craig Barkhof, Frederik Gispert, Juan Domingo Vállez García, David Lopes Alves, Isadora Lammertsma, Adriaan A. |
author_sort | Heeman, Fiona |
collection | PubMed |
description | 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 [(18)F]flutemetamol (N = 90) or [(18)F]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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13550-022-00898-8. |
format | Online Article Text |
id | pubmed-9098761 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-90987612022-05-14 Impact of cerebral blood flow and amyloid load on SUVR bias Heeman, Fiona Yaqub, Maqsood Hendriks, Janine van Berckel, Bart N. M. Collij, Lyduine E. Gray, Katherine R. Manber, Richard Wolz, Robin Garibotto, Valentina Wimberley, Catriona Ritchie, Craig Barkhof, Frederik Gispert, Juan Domingo Vállez García, David Lopes Alves, Isadora Lammertsma, Adriaan A. EJNMMI Res Original Research 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 [(18)F]flutemetamol (N = 90) or [(18)F]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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13550-022-00898-8. Springer Berlin Heidelberg 2022-05-12 /pmc/articles/PMC9098761/ /pubmed/35553267 http://dx.doi.org/10.1186/s13550-022-00898-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Research Heeman, Fiona Yaqub, Maqsood Hendriks, Janine van Berckel, Bart N. M. Collij, Lyduine E. Gray, Katherine R. Manber, Richard Wolz, Robin Garibotto, Valentina Wimberley, Catriona Ritchie, Craig Barkhof, Frederik Gispert, Juan Domingo Vállez García, David Lopes Alves, Isadora Lammertsma, Adriaan A. Impact of cerebral blood flow and amyloid load on SUVR bias |
title | Impact of cerebral blood flow and amyloid load on SUVR bias |
title_full | Impact of cerebral blood flow and amyloid load on SUVR bias |
title_fullStr | Impact of cerebral blood flow and amyloid load on SUVR bias |
title_full_unstemmed | Impact of cerebral blood flow and amyloid load on SUVR bias |
title_short | Impact of cerebral blood flow and amyloid load on SUVR bias |
title_sort | impact of cerebral blood flow and amyloid load on suvr bias |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098761/ https://www.ncbi.nlm.nih.gov/pubmed/35553267 http://dx.doi.org/10.1186/s13550-022-00898-8 |
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