Cargando…

Predictive Scale for Amyloid PET Positivity Based on Clinical and MRI Variables in Patients with Amnestic Mild Cognitive Impairment

The presence of amyloid-β (Aβ) deposition is considered important in patients with amnestic mild cognitive impairment (aMCI), since they can progress to Alzheimer’s disease dementia. Amyloid positron emission tomography (PET) has been used for detecting Aβ deposition, but its high cost is a signific...

Descripción completa

Detalles Bibliográficos
Autores principales: Chun, Min Young, Kim, Geon Ha, Park, Hee Kyung, Yang, Dong Won, Kim, SangYun, Choi, Seong Hye, Jeong, Jee Hyang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9224873/
https://www.ncbi.nlm.nih.gov/pubmed/35743503
http://dx.doi.org/10.3390/jcm11123433
_version_ 1784733475713056768
author Chun, Min Young
Kim, Geon Ha
Park, Hee Kyung
Yang, Dong Won
Kim, SangYun
Choi, Seong Hye
Jeong, Jee Hyang
author_facet Chun, Min Young
Kim, Geon Ha
Park, Hee Kyung
Yang, Dong Won
Kim, SangYun
Choi, Seong Hye
Jeong, Jee Hyang
author_sort Chun, Min Young
collection PubMed
description The presence of amyloid-β (Aβ) deposition is considered important in patients with amnestic mild cognitive impairment (aMCI), since they can progress to Alzheimer’s disease dementia. Amyloid positron emission tomography (PET) has been used for detecting Aβ deposition, but its high cost is a significant barrier for clinical usage. Therefore, we aimed to develop a new predictive scale for amyloid PET positivity using easily accessible tools. Overall, 161 aMCI patients were recruited from six memory clinics and underwent neuropsychological tests, brain magnetic resonance imaging (MRI), apolipoprotein E (APOE) genotype testing, and amyloid PET. Among the potential predictors, verbal and visual memory tests, medial temporal lobe atrophy, APOE genotype, and age showed significant differences between the Aβ-positive and Aβ-negative groups and were combined to make a model for predicting amyloid PET positivity with the area under the curve (AUC) of 0.856. Based on the best model, we developed the new predictive scale comprising integers, which had an optimal cutoff score ≥ 3. The new predictive scale was validated in another cohort of 98 participants and showed a good performance with AUC of 0.835. This new predictive scale with accessible variables may be useful for predicting Aβ positivity in aMCI patients in clinical practice.
format Online
Article
Text
id pubmed-9224873
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-92248732022-06-24 Predictive Scale for Amyloid PET Positivity Based on Clinical and MRI Variables in Patients with Amnestic Mild Cognitive Impairment Chun, Min Young Kim, Geon Ha Park, Hee Kyung Yang, Dong Won Kim, SangYun Choi, Seong Hye Jeong, Jee Hyang J Clin Med Article The presence of amyloid-β (Aβ) deposition is considered important in patients with amnestic mild cognitive impairment (aMCI), since they can progress to Alzheimer’s disease dementia. Amyloid positron emission tomography (PET) has been used for detecting Aβ deposition, but its high cost is a significant barrier for clinical usage. Therefore, we aimed to develop a new predictive scale for amyloid PET positivity using easily accessible tools. Overall, 161 aMCI patients were recruited from six memory clinics and underwent neuropsychological tests, brain magnetic resonance imaging (MRI), apolipoprotein E (APOE) genotype testing, and amyloid PET. Among the potential predictors, verbal and visual memory tests, medial temporal lobe atrophy, APOE genotype, and age showed significant differences between the Aβ-positive and Aβ-negative groups and were combined to make a model for predicting amyloid PET positivity with the area under the curve (AUC) of 0.856. Based on the best model, we developed the new predictive scale comprising integers, which had an optimal cutoff score ≥ 3. The new predictive scale was validated in another cohort of 98 participants and showed a good performance with AUC of 0.835. This new predictive scale with accessible variables may be useful for predicting Aβ positivity in aMCI patients in clinical practice. MDPI 2022-06-15 /pmc/articles/PMC9224873/ /pubmed/35743503 http://dx.doi.org/10.3390/jcm11123433 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chun, Min Young
Kim, Geon Ha
Park, Hee Kyung
Yang, Dong Won
Kim, SangYun
Choi, Seong Hye
Jeong, Jee Hyang
Predictive Scale for Amyloid PET Positivity Based on Clinical and MRI Variables in Patients with Amnestic Mild Cognitive Impairment
title Predictive Scale for Amyloid PET Positivity Based on Clinical and MRI Variables in Patients with Amnestic Mild Cognitive Impairment
title_full Predictive Scale for Amyloid PET Positivity Based on Clinical and MRI Variables in Patients with Amnestic Mild Cognitive Impairment
title_fullStr Predictive Scale for Amyloid PET Positivity Based on Clinical and MRI Variables in Patients with Amnestic Mild Cognitive Impairment
title_full_unstemmed Predictive Scale for Amyloid PET Positivity Based on Clinical and MRI Variables in Patients with Amnestic Mild Cognitive Impairment
title_short Predictive Scale for Amyloid PET Positivity Based on Clinical and MRI Variables in Patients with Amnestic Mild Cognitive Impairment
title_sort predictive scale for amyloid pet positivity based on clinical and mri variables in patients with amnestic mild cognitive impairment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9224873/
https://www.ncbi.nlm.nih.gov/pubmed/35743503
http://dx.doi.org/10.3390/jcm11123433
work_keys_str_mv AT chunminyoung predictivescaleforamyloidpetpositivitybasedonclinicalandmrivariablesinpatientswithamnesticmildcognitiveimpairment
AT kimgeonha predictivescaleforamyloidpetpositivitybasedonclinicalandmrivariablesinpatientswithamnesticmildcognitiveimpairment
AT parkheekyung predictivescaleforamyloidpetpositivitybasedonclinicalandmrivariablesinpatientswithamnesticmildcognitiveimpairment
AT yangdongwon predictivescaleforamyloidpetpositivitybasedonclinicalandmrivariablesinpatientswithamnesticmildcognitiveimpairment
AT kimsangyun predictivescaleforamyloidpetpositivitybasedonclinicalandmrivariablesinpatientswithamnesticmildcognitiveimpairment
AT choiseonghye predictivescaleforamyloidpetpositivitybasedonclinicalandmrivariablesinpatientswithamnesticmildcognitiveimpairment
AT jeongjeehyang predictivescaleforamyloidpetpositivitybasedonclinicalandmrivariablesinpatientswithamnesticmildcognitiveimpairment