TY - JOUR
T1 - Biomathematical screening of amyloid radiotracers with clinical usefulness index
AU - Nai, Ying Hwey
AU - Shidahara, Miho
AU - Seki, Chie
AU - Watabe, Hiroshi
N1 - Funding Information:
Funding: This study was supported by Grants-in-Aid for Scientific Research (B) (No. 17H04118) and (C) (No. 15K08687) from the Ministry of Education, Culture, Sports, Science and Technology (MEXT), Japanese Government.
Publisher Copyright:
© 2017 The Authors
PY - 2017/11
Y1 - 2017/11
N2 - Introduction To facilitate radiotracers' development, a screening methodology using a biomathematical model and clinical usefulness index (CUI) was proposed to evaluate radiotracers' diagnostic capabilities. Methods A total of 31 amyloid positron emission tomography radiotracers were evaluated. A previously developed biomathematical model was used to simulate 1000 standardized uptake value ratios with population and noise simulations, which were used to determine the integrated receiver operating characteristics curve (Az), effect size (Es), and standardized uptake value ratio (Sr) of conditions-pairs of healthy control–mild cognitive impaired and mild cognitive impaired–Alzheimer's disease. CUI was obtained from the product of averaged Az(Az¯), Es(Es¯), and Sr(Sr¯). Results The relationships of Az¯, Es¯, and Sr¯ with CUI were different, suggesting that they assessed different radiotracer properties. The combination of Az, Es, and Sr complemented each other and resulted in CUI of 0.10 to 5.72, with clinically applied amyloid positron emission tomography radiotracers having CUI greater than 3.0. Discussion The CUI rankings of clinically applied radiotracers were close to their reported clinical results, attesting to the applicability of the screening methodology.
AB - Introduction To facilitate radiotracers' development, a screening methodology using a biomathematical model and clinical usefulness index (CUI) was proposed to evaluate radiotracers' diagnostic capabilities. Methods A total of 31 amyloid positron emission tomography radiotracers were evaluated. A previously developed biomathematical model was used to simulate 1000 standardized uptake value ratios with population and noise simulations, which were used to determine the integrated receiver operating characteristics curve (Az), effect size (Es), and standardized uptake value ratio (Sr) of conditions-pairs of healthy control–mild cognitive impaired and mild cognitive impaired–Alzheimer's disease. CUI was obtained from the product of averaged Az(Az¯), Es(Es¯), and Sr(Sr¯). Results The relationships of Az¯, Es¯, and Sr¯ with CUI were different, suggesting that they assessed different radiotracer properties. The combination of Az, Es, and Sr complemented each other and resulted in CUI of 0.10 to 5.72, with clinically applied amyloid positron emission tomography radiotracers having CUI greater than 3.0. Discussion The CUI rankings of clinically applied radiotracers were close to their reported clinical results, attesting to the applicability of the screening methodology.
KW - Alzheimer's disease
KW - Amyloid
KW - Biomathematical model
KW - Clinical usefulness
KW - Positron emission tomography (PET)
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U2 - 10.1016/j.trci.2017.08.006
DO - 10.1016/j.trci.2017.08.006
M3 - Article
AN - SCOPUS:85032874491
SN - 2352-8737
VL - 3
SP - 542
EP - 552
JO - Alzheimer's and Dementia: Translational Research and Clinical Interventions
JF - Alzheimer's and Dementia: Translational Research and Clinical Interventions
IS - 4
ER -