Altered Frequency-Dependent Brain Activation and White Matter Integrity Associated With Cognition in Characterizing Preclinical Alzheimer’s Disease Stages

BackgroundSubjective cognitive decline (SCD), non-amnestic mild cognitive impairment (naMCI), and amnestic mild cognitive impairment (aMCI) are regarded to be at high risk of converting to Alzheimer’s disease (AD). Amplitude of low-frequency fluctuations (ALFF) can reflect functional deterioration w...

Full description

Bibliographic Details
Main Authors: Siyu Wang, Jiang Rao, Yingying Yue, Chen Xue, Guanjie Hu, Wenzhang Qi, Wenying Ma, Honglin Ge, Fuquan Zhang, Xiangrong Zhang, Jiu Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Human Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2021.625232/full
id doaj-cbea73b6e19b4c6cb5dd11b5d2b80a04
record_format Article
collection DOAJ
language English
format Article
sources DOAJ
author Siyu Wang
Siyu Wang
Jiang Rao
Jiang Rao
Yingying Yue
Chen Xue
Chen Xue
Guanjie Hu
Wenzhang Qi
Wenzhang Qi
Wenying Ma
Honglin Ge
Fuquan Zhang
Xiangrong Zhang
Xiangrong Zhang
Jiu Chen
Jiu Chen
spellingShingle Siyu Wang
Siyu Wang
Jiang Rao
Jiang Rao
Yingying Yue
Chen Xue
Chen Xue
Guanjie Hu
Wenzhang Qi
Wenzhang Qi
Wenying Ma
Honglin Ge
Fuquan Zhang
Xiangrong Zhang
Xiangrong Zhang
Jiu Chen
Jiu Chen
Altered Frequency-Dependent Brain Activation and White Matter Integrity Associated With Cognition in Characterizing Preclinical Alzheimer’s Disease Stages
Frontiers in Human Neuroscience
amplitude of low-frequency fluctuation
diffusion tensor imaging
amnestic mild cognitive impairment
subjective cognitive decline
non-amnestic mild cognitive impairment
author_facet Siyu Wang
Siyu Wang
Jiang Rao
Jiang Rao
Yingying Yue
Chen Xue
Chen Xue
Guanjie Hu
Wenzhang Qi
Wenzhang Qi
Wenying Ma
Honglin Ge
Fuquan Zhang
Xiangrong Zhang
Xiangrong Zhang
Jiu Chen
Jiu Chen
author_sort Siyu Wang
title Altered Frequency-Dependent Brain Activation and White Matter Integrity Associated With Cognition in Characterizing Preclinical Alzheimer’s Disease Stages
title_short Altered Frequency-Dependent Brain Activation and White Matter Integrity Associated With Cognition in Characterizing Preclinical Alzheimer’s Disease Stages
title_full Altered Frequency-Dependent Brain Activation and White Matter Integrity Associated With Cognition in Characterizing Preclinical Alzheimer’s Disease Stages
title_fullStr Altered Frequency-Dependent Brain Activation and White Matter Integrity Associated With Cognition in Characterizing Preclinical Alzheimer’s Disease Stages
title_full_unstemmed Altered Frequency-Dependent Brain Activation and White Matter Integrity Associated With Cognition in Characterizing Preclinical Alzheimer’s Disease Stages
title_sort altered frequency-dependent brain activation and white matter integrity associated with cognition in characterizing preclinical alzheimer’s disease stages
publisher Frontiers Media S.A.
series Frontiers in Human Neuroscience
issn 1662-5161
publishDate 2021-02-01
description BackgroundSubjective cognitive decline (SCD), non-amnestic mild cognitive impairment (naMCI), and amnestic mild cognitive impairment (aMCI) are regarded to be at high risk of converting to Alzheimer’s disease (AD). Amplitude of low-frequency fluctuations (ALFF) can reflect functional deterioration while diffusion tensor imaging (DTI) is capable of detecting white matter integrity. Our study aimed to investigate the structural and functional alterations to further reveal convergence and divergence among SCD, naMCI, and aMCI and how these contribute to cognitive deterioration.MethodsWe analyzed ALFF under slow-4 (0.027–0.073 Hz) and slow-5 (0.01–0.027 Hz) bands and white matter fiber integrity among normal controls (CN), SCD, naMCI, and aMCI groups. Correlation analyses were further utilized among paired DTI alteration, ALFF deterioration, and cognitive decline.ResultsFor ALFF calculation, ascended ALFF values were detected in the lingual gyrus (LING) and superior frontal gyrus (SFG) within SCD and naMCI patients, respectively. Descended ALFF values were presented mainly in the LING, SFG, middle frontal gyrus, and precuneus in aMCI patients compared to CN, SCD, and naMCI groups. For DTI analyses, white matter alterations were detected within the uncinate fasciculus (UF) in aMCI patients and within the superior longitudinal fasciculus (SLF) in naMCI patients. SCD patients presented alterations in both fasciculi. Correlation analyses revealed that the majority of these structural and functional alterations were associated with complicated cognitive decline. Besides, UF alterations were correlated with ALFF deterioration in the SFG within aMCI patients.ConclusionsSCD shares structurally and functionally deteriorative characteristics with aMCI and naMCI, and tends to convert to either of them. Furthermore, abnormalities in white matter fibers may be the structural basis of abnormal brain activation in preclinical AD stages. Combined together, it suggests that structural and functional integration may characterize the preclinical AD progression.
topic amplitude of low-frequency fluctuation
diffusion tensor imaging
amnestic mild cognitive impairment
subjective cognitive decline
non-amnestic mild cognitive impairment
url https://www.frontiersin.org/articles/10.3389/fnhum.2021.625232/full
work_keys_str_mv AT siyuwang alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT siyuwang alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT jiangrao alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT jiangrao alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT yingyingyue alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT chenxue alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT chenxue alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT guanjiehu alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT wenzhangqi alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT wenzhangqi alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT wenyingma alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT honglinge alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT fuquanzhang alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT xiangrongzhang alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT xiangrongzhang alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT jiuchen alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
AT jiuchen alteredfrequencydependentbrainactivationandwhitematterintegrityassociatedwithcognitionincharacterizingpreclinicalalzheimersdiseasestages
_version_ 1724268074896457728
spelling doaj-cbea73b6e19b4c6cb5dd11b5d2b80a042021-02-16T05:29:35ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612021-02-011510.3389/fnhum.2021.625232625232Altered Frequency-Dependent Brain Activation and White Matter Integrity Associated With Cognition in Characterizing Preclinical Alzheimer’s Disease StagesSiyu Wang0Siyu Wang1Jiang Rao2Jiang Rao3Yingying Yue4Chen Xue5Chen Xue6Guanjie Hu7Wenzhang Qi8Wenzhang Qi9Wenying Ma10Honglin Ge11Fuquan Zhang12Xiangrong Zhang13Xiangrong Zhang14Jiu Chen15Jiu Chen16Institute of Neuropsychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Fourth Clinical College of Nanjing Medical University, Nanjing, ChinaFourth Clinical College of Nanjing Medical University, Nanjing, ChinaInstitute of Brain Functional Imaging, Nanjing Medical University, Nanjing, ChinaDepartment of Rehabilitation, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, ChinaDepartment of Psychosomatics and Psychiatry, The Affiliated ZhongDa Hospital, School of Medicine, Southeast University, Nanjing, ChinaInstitute of Brain Functional Imaging, Nanjing Medical University, Nanjing, ChinaDepartment of Radiology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, ChinaInstitute of Brain Functional Imaging, Nanjing Medical University, Nanjing, ChinaInstitute of Brain Functional Imaging, Nanjing Medical University, Nanjing, ChinaDepartment of Radiology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, ChinaDepartment of Neurology, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, ChinaInstitute of Brain Functional Imaging, Nanjing Medical University, Nanjing, ChinaDepartment of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, ChinaFourth Clinical College of Nanjing Medical University, Nanjing, ChinaDepartment of Psychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Nanjing, ChinaInstitute of Neuropsychiatry, The Affiliated Brain Hospital of Nanjing Medical University, Fourth Clinical College of Nanjing Medical University, Nanjing, ChinaFourth Clinical College of Nanjing Medical University, Nanjing, ChinaBackgroundSubjective cognitive decline (SCD), non-amnestic mild cognitive impairment (naMCI), and amnestic mild cognitive impairment (aMCI) are regarded to be at high risk of converting to Alzheimer’s disease (AD). Amplitude of low-frequency fluctuations (ALFF) can reflect functional deterioration while diffusion tensor imaging (DTI) is capable of detecting white matter integrity. Our study aimed to investigate the structural and functional alterations to further reveal convergence and divergence among SCD, naMCI, and aMCI and how these contribute to cognitive deterioration.MethodsWe analyzed ALFF under slow-4 (0.027–0.073 Hz) and slow-5 (0.01–0.027 Hz) bands and white matter fiber integrity among normal controls (CN), SCD, naMCI, and aMCI groups. Correlation analyses were further utilized among paired DTI alteration, ALFF deterioration, and cognitive decline.ResultsFor ALFF calculation, ascended ALFF values were detected in the lingual gyrus (LING) and superior frontal gyrus (SFG) within SCD and naMCI patients, respectively. Descended ALFF values were presented mainly in the LING, SFG, middle frontal gyrus, and precuneus in aMCI patients compared to CN, SCD, and naMCI groups. For DTI analyses, white matter alterations were detected within the uncinate fasciculus (UF) in aMCI patients and within the superior longitudinal fasciculus (SLF) in naMCI patients. SCD patients presented alterations in both fasciculi. Correlation analyses revealed that the majority of these structural and functional alterations were associated with complicated cognitive decline. Besides, UF alterations were correlated with ALFF deterioration in the SFG within aMCI patients.ConclusionsSCD shares structurally and functionally deteriorative characteristics with aMCI and naMCI, and tends to convert to either of them. Furthermore, abnormalities in white matter fibers may be the structural basis of abnormal brain activation in preclinical AD stages. Combined together, it suggests that structural and functional integration may characterize the preclinical AD progression.https://www.frontiersin.org/articles/10.3389/fnhum.2021.625232/fullamplitude of low-frequency fluctuationdiffusion tensor imagingamnestic mild cognitive impairmentsubjective cognitive declinenon-amnestic mild cognitive impairment