Cargando…
Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals
We aimed to investigate the relationship between spatiotemporal changes of amyloid deposition and Alzheimer’s disease (AD) profiles in cognitively normal (CN) and those with mild cognitive impairment (MCI). Using a data-driven method and amyloid-PET data, we identified and validated two subtypes in...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9895066/ https://www.ncbi.nlm.nih.gov/pubmed/36732496 http://dx.doi.org/10.1038/s41398-023-02328-2 |
_version_ | 1784881870173896704 |
---|---|
author | Sun, Yuqing Zhao, Yuxin Hu, Ke Wang, Meng Liu, Yong Liu, Bing |
author_facet | Sun, Yuqing Zhao, Yuxin Hu, Ke Wang, Meng Liu, Yong Liu, Bing |
author_sort | Sun, Yuqing |
collection | PubMed |
description | We aimed to investigate the relationship between spatiotemporal changes of amyloid deposition and Alzheimer’s disease (AD) profiles in cognitively normal (CN) and those with mild cognitive impairment (MCI). Using a data-driven method and amyloid-PET data, we identified and validated two subtypes in two independent datasets (discovery dataset: N = 548, age = 72.4 ± 6.78, 49% female; validation dataset: N = 348, age = 74.9 ± 8.16, 47% female) from the Alzheimer’s Disease Neuroimaging Initiative across a range of individuals who were CN or had MCI. The two subtypes showed distinct regional progression patterns and presented distinct genetic, clinical and biomarker characteristics. The cortex-priority subtype was more likely to show typical clinical syndromes of symptomatic AD and vice versa. Furthermore, the regional progression patterns were associated with clinical and biomarker profiles. In sum, our findings suggest that the spatiotemporal variants of amyloid depositions are in close association with disease trajectories; these findings may provide insight into the disease monitoring and enrollment of therapeutic trials in AD. |
format | Online Article Text |
id | pubmed-9895066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98950662023-02-04 Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals Sun, Yuqing Zhao, Yuxin Hu, Ke Wang, Meng Liu, Yong Liu, Bing Transl Psychiatry Article We aimed to investigate the relationship between spatiotemporal changes of amyloid deposition and Alzheimer’s disease (AD) profiles in cognitively normal (CN) and those with mild cognitive impairment (MCI). Using a data-driven method and amyloid-PET data, we identified and validated two subtypes in two independent datasets (discovery dataset: N = 548, age = 72.4 ± 6.78, 49% female; validation dataset: N = 348, age = 74.9 ± 8.16, 47% female) from the Alzheimer’s Disease Neuroimaging Initiative across a range of individuals who were CN or had MCI. The two subtypes showed distinct regional progression patterns and presented distinct genetic, clinical and biomarker characteristics. The cortex-priority subtype was more likely to show typical clinical syndromes of symptomatic AD and vice versa. Furthermore, the regional progression patterns were associated with clinical and biomarker profiles. In sum, our findings suggest that the spatiotemporal variants of amyloid depositions are in close association with disease trajectories; these findings may provide insight into the disease monitoring and enrollment of therapeutic trials in AD. Nature Publishing Group UK 2023-02-02 /pmc/articles/PMC9895066/ /pubmed/36732496 http://dx.doi.org/10.1038/s41398-023-02328-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Sun, Yuqing Zhao, Yuxin Hu, Ke Wang, Meng Liu, Yong Liu, Bing Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals |
title | Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals |
title_full | Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals |
title_fullStr | Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals |
title_full_unstemmed | Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals |
title_short | Distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals |
title_sort | distinct spatiotemporal subtypes of amyloid deposition are associated with diverging disease profiles in cognitively normal and mild cognitive impairment individuals |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9895066/ https://www.ncbi.nlm.nih.gov/pubmed/36732496 http://dx.doi.org/10.1038/s41398-023-02328-2 |
work_keys_str_mv | AT sunyuqing distinctspatiotemporalsubtypesofamyloiddepositionareassociatedwithdivergingdiseaseprofilesincognitivelynormalandmildcognitiveimpairmentindividuals AT zhaoyuxin distinctspatiotemporalsubtypesofamyloiddepositionareassociatedwithdivergingdiseaseprofilesincognitivelynormalandmildcognitiveimpairmentindividuals AT huke distinctspatiotemporalsubtypesofamyloiddepositionareassociatedwithdivergingdiseaseprofilesincognitivelynormalandmildcognitiveimpairmentindividuals AT wangmeng distinctspatiotemporalsubtypesofamyloiddepositionareassociatedwithdivergingdiseaseprofilesincognitivelynormalandmildcognitiveimpairmentindividuals AT liuyong distinctspatiotemporalsubtypesofamyloiddepositionareassociatedwithdivergingdiseaseprofilesincognitivelynormalandmildcognitiveimpairmentindividuals AT liubing distinctspatiotemporalsubtypesofamyloiddepositionareassociatedwithdivergingdiseaseprofilesincognitivelynormalandmildcognitiveimpairmentindividuals AT distinctspatiotemporalsubtypesofamyloiddepositionareassociatedwithdivergingdiseaseprofilesincognitivelynormalandmildcognitiveimpairmentindividuals |