Cargando…
Altered Regional Cerebral Blood Flow and Brain Function Across the Alzheimer's Disease Spectrum: A Potential Biomarker
Objective: To investigate variation in the characteristics of regional cerebral blood flow (rCBF), brain activity, and intrinsic functional connectivity (FC) across the Alzheimer's disease spectrum (ADS). Methods: The study recruited 20 individuals in each of the following categories: Alzheimer...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7937726/ https://www.ncbi.nlm.nih.gov/pubmed/33692680 http://dx.doi.org/10.3389/fnagi.2021.630382 |
_version_ | 1783661452293308416 |
---|---|
author | Zhang, Qianqian Wang, Qing He, Cancan Fan, Dandan Zhu, Yao Zang, Feifei Tan, Chang Zhang, Shaoke Shu, Hao Zhang, Zhijun Feng, Haixia Wang, Zan Xie, Chunming |
author_facet | Zhang, Qianqian Wang, Qing He, Cancan Fan, Dandan Zhu, Yao Zang, Feifei Tan, Chang Zhang, Shaoke Shu, Hao Zhang, Zhijun Feng, Haixia Wang, Zan Xie, Chunming |
author_sort | Zhang, Qianqian |
collection | PubMed |
description | Objective: To investigate variation in the characteristics of regional cerebral blood flow (rCBF), brain activity, and intrinsic functional connectivity (FC) across the Alzheimer's disease spectrum (ADS). Methods: The study recruited 20 individuals in each of the following categories: Alzheimer's disease (AD), mild cognitive impairment (MCI), subjective cognitive decline (SCD), and healthy control (HC). All participants completed the 3.0T resting-state functional MRI (rs-fMRI) and arterial spin labeling scans in addition to neuropsychological tests. Additionally, the normalized CBF, regional homogeneity (ReHo), and amplitude of low-frequency fluctuation (ALFF) of individual subjects were compared in the ADS. Moreover, the changes in intrinsic FC were investigated across the ADS using the abnormal rCBF regions as seeds and behavioral correlations. Finally, a support-vector classifier model of machine learning was used to distinguish individuals with ADS from HC. Results: Compared to the HC subjects, patients with AD showed the poorest level of rCBF in the left precuneus (LPCUN) and right middle frontal gyrus (RMFG) among all participants. In addition, there was a significant decrease in the ALFF in the bilateral posterior cingulate cortex (PCC) and ReHo in the right PCC. Moreover, RMFG- and LPCUN-based FC analysis revealed that the altered FCs were primarily located in the posterior brain regions. Finally, a combination of altered rCBF, ALFF, and ReHo in posterior cingulate cortex/precuneus (PCC/PCUN) showed a better ability to differentiate ADS from HC, AD from SCD and MCI, but not MCI from SCD. Conclusions: The study demonstrated the significance of an altered rCBF and brain activity in the early stages of ADS. These findings, therefore, present a potential diagnostic neuroimaging-based biomarker in ADS. Additionally, the study provides a better understanding of the pathophysiology of AD. |
format | Online Article Text |
id | pubmed-7937726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79377262021-03-09 Altered Regional Cerebral Blood Flow and Brain Function Across the Alzheimer's Disease Spectrum: A Potential Biomarker Zhang, Qianqian Wang, Qing He, Cancan Fan, Dandan Zhu, Yao Zang, Feifei Tan, Chang Zhang, Shaoke Shu, Hao Zhang, Zhijun Feng, Haixia Wang, Zan Xie, Chunming Front Aging Neurosci Neuroscience Objective: To investigate variation in the characteristics of regional cerebral blood flow (rCBF), brain activity, and intrinsic functional connectivity (FC) across the Alzheimer's disease spectrum (ADS). Methods: The study recruited 20 individuals in each of the following categories: Alzheimer's disease (AD), mild cognitive impairment (MCI), subjective cognitive decline (SCD), and healthy control (HC). All participants completed the 3.0T resting-state functional MRI (rs-fMRI) and arterial spin labeling scans in addition to neuropsychological tests. Additionally, the normalized CBF, regional homogeneity (ReHo), and amplitude of low-frequency fluctuation (ALFF) of individual subjects were compared in the ADS. Moreover, the changes in intrinsic FC were investigated across the ADS using the abnormal rCBF regions as seeds and behavioral correlations. Finally, a support-vector classifier model of machine learning was used to distinguish individuals with ADS from HC. Results: Compared to the HC subjects, patients with AD showed the poorest level of rCBF in the left precuneus (LPCUN) and right middle frontal gyrus (RMFG) among all participants. In addition, there was a significant decrease in the ALFF in the bilateral posterior cingulate cortex (PCC) and ReHo in the right PCC. Moreover, RMFG- and LPCUN-based FC analysis revealed that the altered FCs were primarily located in the posterior brain regions. Finally, a combination of altered rCBF, ALFF, and ReHo in posterior cingulate cortex/precuneus (PCC/PCUN) showed a better ability to differentiate ADS from HC, AD from SCD and MCI, but not MCI from SCD. Conclusions: The study demonstrated the significance of an altered rCBF and brain activity in the early stages of ADS. These findings, therefore, present a potential diagnostic neuroimaging-based biomarker in ADS. Additionally, the study provides a better understanding of the pathophysiology of AD. Frontiers Media S.A. 2021-02-22 /pmc/articles/PMC7937726/ /pubmed/33692680 http://dx.doi.org/10.3389/fnagi.2021.630382 Text en Copyright © 2021 Zhang, Wang, He, Fan, Zhu, Zang, Tan, Zhang, Shu, Zhang, Feng, Wang and Xie. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Zhang, Qianqian Wang, Qing He, Cancan Fan, Dandan Zhu, Yao Zang, Feifei Tan, Chang Zhang, Shaoke Shu, Hao Zhang, Zhijun Feng, Haixia Wang, Zan Xie, Chunming Altered Regional Cerebral Blood Flow and Brain Function Across the Alzheimer's Disease Spectrum: A Potential Biomarker |
title | Altered Regional Cerebral Blood Flow and Brain Function Across the Alzheimer's Disease Spectrum: A Potential Biomarker |
title_full | Altered Regional Cerebral Blood Flow and Brain Function Across the Alzheimer's Disease Spectrum: A Potential Biomarker |
title_fullStr | Altered Regional Cerebral Blood Flow and Brain Function Across the Alzheimer's Disease Spectrum: A Potential Biomarker |
title_full_unstemmed | Altered Regional Cerebral Blood Flow and Brain Function Across the Alzheimer's Disease Spectrum: A Potential Biomarker |
title_short | Altered Regional Cerebral Blood Flow and Brain Function Across the Alzheimer's Disease Spectrum: A Potential Biomarker |
title_sort | altered regional cerebral blood flow and brain function across the alzheimer's disease spectrum: a potential biomarker |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7937726/ https://www.ncbi.nlm.nih.gov/pubmed/33692680 http://dx.doi.org/10.3389/fnagi.2021.630382 |
work_keys_str_mv | AT zhangqianqian alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT wangqing alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT hecancan alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT fandandan alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT zhuyao alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT zangfeifei alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT tanchang alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT zhangshaoke alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT shuhao alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT zhangzhijun alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT fenghaixia alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT wangzan alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker AT xiechunming alteredregionalcerebralbloodflowandbrainfunctionacrossthealzheimersdiseasespectrumapotentialbiomarker |