TY - JOUR
T1 - Quantitative assessment of myelin density using [C-11]MeDAS PET in patients with multiple sclerosis
T2 - a first-in-human study
AU - van der Weijden, Chris W. J.
AU - Meilof, Jan F.
AU - van der Hoorn, Anouk
AU - Zhu, Junqing
AU - Wu, Chunying
AU - Wang, Yanming
AU - Willemsen, Antoon T. M.
AU - Dierckx, Rudi A. J. O.
AU - Lammertsma, Adriaan A.
AU - de Vries, Erik F. J.
N1 - © 2022. The Author(s).
PY - 2022/8
Y1 - 2022/8
N2 - Purpose Multiple sclerosis (MS) is a disease characterized by inflammatory demyelinated lesions. New treatment strategies are being developed to stimulate myelin repair. Quantitative myelin imaging could facilitate these developments. This firstin-man study aimed to evaluate [C-11]MeDAS as a PET tracer for myelin imaging in humans.Methods Six healthy controls and 11 MS patients underwent MRI and dynamic [C-11]MeDAS PET scanning with arterial sampling. Lesion detection and classification were performed on MRI. [C-11]MeDAS time-activity curves of brain regions and MS lesions were fitted with various compartment models for the identification of the best model to describe [C-11]MeDAS kinetics. Several simplified methods were compared to the optimal compartment model.Results Visual analysis of the fits of [C-11]MeDAS time-activity curves showed no preference for irreversible (2T3k) or reversible (2T4k) two-tissue compartment model. Both volume of distribution and binding potential estimates showed a high degree of variability. As this was not the case for 2T3k-derived net influx rate (K-i), the 2T3k model was selected as the model of choice. Simplified methods, such as SUV and MLAIR2 correlated well with 2T3k-derived K-i, but SUV showed subject-dependent bias when compared to 2T3k. Both the 2T3k model and the simplified methods were able to differentiate not only between gray and white matter, but also between lesions with different myelin densities.Conclusion [C-11]MeDAS PET can be used for quantification of myelin density in MS patients and is able to distinguish differences in myelin density within MS lesions. The 2T3k model is the optimal compartment model and MLAIR2 is the best simplified method for quantification.
AB - Purpose Multiple sclerosis (MS) is a disease characterized by inflammatory demyelinated lesions. New treatment strategies are being developed to stimulate myelin repair. Quantitative myelin imaging could facilitate these developments. This firstin-man study aimed to evaluate [C-11]MeDAS as a PET tracer for myelin imaging in humans.Methods Six healthy controls and 11 MS patients underwent MRI and dynamic [C-11]MeDAS PET scanning with arterial sampling. Lesion detection and classification were performed on MRI. [C-11]MeDAS time-activity curves of brain regions and MS lesions were fitted with various compartment models for the identification of the best model to describe [C-11]MeDAS kinetics. Several simplified methods were compared to the optimal compartment model.Results Visual analysis of the fits of [C-11]MeDAS time-activity curves showed no preference for irreversible (2T3k) or reversible (2T4k) two-tissue compartment model. Both volume of distribution and binding potential estimates showed a high degree of variability. As this was not the case for 2T3k-derived net influx rate (K-i), the 2T3k model was selected as the model of choice. Simplified methods, such as SUV and MLAIR2 correlated well with 2T3k-derived K-i, but SUV showed subject-dependent bias when compared to 2T3k. Both the 2T3k model and the simplified methods were able to differentiate not only between gray and white matter, but also between lesions with different myelin densities.Conclusion [C-11]MeDAS PET can be used for quantification of myelin density in MS patients and is able to distinguish differences in myelin density within MS lesions. The 2T3k model is the optimal compartment model and MLAIR2 is the best simplified method for quantification.
KW - Multiple sclerosis
KW - Quantitative myelin imaging
KW - Positron emission tomography
KW - Arterial input function
KW - Demyelination
KW - WHITE-MATTER
KW - QUANTIFICATION
KW - REMYELINATION
KW - DEMYELINATION
KW - LESIONS
KW - MARKER
KW - MODEL
U2 - 10.1007/s00259-022-05770-4
DO - 10.1007/s00259-022-05770-4
M3 - Article
C2 - 35366079
SN - 1619-7070
VL - 49
SP - 3492
EP - 3507
JO - European Journal of Nuclear Medicine and Molecular Imaging
JF - European Journal of Nuclear Medicine and Molecular Imaging
ER -