Amnestic mild cognitive impairment in Parkinson’s disease: White matter structural changes and mechanisms
RESEARCH ARTICLE
Amnestic mild cognitive impairment in
Parkinson’s disease: White matter structural
changes and mechanisms
Fuyong Chen ID1,2,3, Tao Wu4,5, Yuejia Luo6,7, Zhihao Li6,7, Qing Guan6,7,
Xianghong Meng1,2, Wei Tao1,2, Haobo Zhang ID6,7,8*
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1 Department of Neurosurgery, Shenzhen University General Hospital, Shenzhen University, Shenzhen,
Guangdong Province, China, 2 Shenzhen University Clinical Research Center for Neurological Diseases,
Shenzhen, Guangdong Province, China, 3 Department of Neurosurgery, the First Affiliated Hospital of Fujian
Medical University, Fuzhou, Fujian Province, China, 4 Department of Neurology, National Clinical Research
Center for Geriatric Disorders, Beijing Institute of Geriatrics, Xuanwu Hospital, Capital Medical University,
Beijing, China, 5 Beijing Key Laboratory on Parkinson’s Disease, Parkinson Disease Center of Beijing
Institute for Brain Disorders, Beijing, China, 6 School of Psychology, Shenzhen University, Shenzhen,
Guangdong Province, China, 7 Shenzhen Key Laboratory of Affective and Social Cognitive Science,
Shenzhen, Guangdong Province, China, 8 Center for Emotion and Brain, Shenzhen Institute of
Neuroscience, Shenzhen, Guangdong Province, China
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OPEN ACCESS
Citation: Chen F, Wu T, Luo Y, Li Z, Guan Q, Meng
X, et al. (2019) Amnestic mild cognitive impairment
in Parkinson’s disease: White matter structural
changes and mechanisms. PLoS ONE 14(12):
e0226175. https://doi.org/10.1371/journal.
pone.0226175
Editor: Kai Wang, Anhui Medical University, CHINA
Received: August 26, 2019
Accepted: November 21, 2019
Published: December 12, 2019
Copyright: © 2019 Chen et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: Data contain
potentially identifying patient information. Due to
the requirement of protecting patient privacy that
has been imposed by the ethics committee of
Fujian Medical University, data cannot be publicly
deposited. The data underlying the results
presented in the study are available upon request
from the Neurological Clinics of the First Affiliated
Hospital of Fujian Medical University (contact via
the Department of Scientific Research of the First
Affiliated Hospital of Fujian Medical University,
E-mail: ).
Abstract
Mild cognitive impairment (MCI) is a heterogeneous cognitive disorder that is often comorbid
with Parkinson’s diseases (PD). The amnestic subtype of PD-MCI (PD-aMCI) has a higher
risk to develop dementia. However, there is a lack of studies on the white matter (WM) structural changes of PD-aMCI. We characterized the WM structural changes of PD-aMCI (n =
17) with cognitively normal PD (PD-CN, n = 19) and normal controls (n = 20), using voxelbased and tract-based spatial statistics (TBSS) analyses on fractional anisotropy (FA) axial
diffusivity (AD), and radial diffusivity (RD). By excluding and then including the motor performance as a covariate in the comparison analysis between PD-aMCI and PD-CN, we
attempted to discern the influences of two neuropathological mechanisms on the WM structural changes of PD-aMCI. The correlation analyses between memory and voxel-based WM
measures in all PD patients were also performed (n = 36). The results showed that PDaMCI had smaller FA values than PD-CN in the diffuse WM areas, and PD-CN had higher
AD and RD values than normal controls in the right caudate. Most FA difference between
PD-aMCI and PD-CN could be weakened by the motor adjustment. The FA differences
between PD-aMCI and PD-CN were largely spatially overlapped with the memory-correlated FA values. Our findings demonstrated that the WM structural differences between PDaMCI and PD-CN were mainly memory-related, and the influence of motor adjustment
might indicate a common mechanism underlying both motor and memory impairment in PDaMCI, possibly reflecting a predominant influence of dopaminergic neuropathology.
PLOS ONE | https://doi.org/10.1371/journal.pone.0226175 December 12, 2019
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White matter changes of amnestic mild cognitive impairment in Parkinson’s disease
Funding: This study was supported by the National
Natural Science Foundation of China (No.
31700960, 31571129, 31500922), the Natural
Science Foundation of Guangdong Province of
China (No. 2017A030310336), the Discipline
Layout of Fundamental Research of Shenzhen
Science and Technology Innovation Commission
(No. JCYJ 20160428164548896), the Ministry of
Science and Technology of the People’s Republic
of China (2016YFC1306503), the Natural Science
Foundation of Shenzhen University General
Hospital (No. SUGH2018QD067), and Beijing
Municipal Commission of Health (No.
PXM2017_026283_000002). These grants
provided financial support to the following
investigators: Zhang: 31700960,
2017A030310336; Chen: JCYJ
20160428164548896, SUGH2018QD067; Wu:
2016YFC1306503, PXM2017_026283_000002;
Guan: 31571129, 31500922. The funders had no
role in study design, data collection and analysis,
decision to publish, or preparation of the
manuscript.
Competing interests: The authors have declared
that no competing interests exist.
1 Introduction
Parkinson’s disease (PD) is often comorbid with mild cognitive impairment (MCI), a heterogeneous cognitive disorder characterized as mild deficits in various cognitive functions, with
the prevalence varying between 25% and over 80% at different stages of PD [1]. According to
the impaired cognitive functions, MCI can be classified into different subtypes with disparate
neuroanatomical abnormalities [2, 3]. Similarly, PD-MCI can be classified into different cognitive impairment subtypes; among them, the amnestic subtype of PD-MCI (PD-aMCI) shows a
higher progression rate to develop dementia [4, 5].
Several studies have investigated the neuroanatomical changes of PD-MCI [6–8]; however,
few studies focused on any specific subtypes of PD-MCI [9]. To our knowledge, no study has
examined the white matter (WM) changes of any specific PD-MCI subtype. Without specifying the subtypes of PD-MCI, several studies investigated the WM structural changes in
PD-MCI, and the findings were inconsistent, possibly owing to the heterogeneous nature of
PD-MCI [10–13]. Compared to cognitively normal PD patients, Agosta and colleagues found
that PD-MCI showed a diffuse pattern of WM abnormalities [10], while two studies showed a
localized WM decrease pattern for PD-MCI in the frontal, temporal and anterior cingulate
WM bundles [11, 13]. There was also a report of no significant WM structural difference
between PD-MCI and cognitively normal PD patients [12].
Our first aim would be to characterize the WM structural changes of PD-aMCI with cognitively normal PD patients (PD-CN) and normal controls on three diffusion tensor imaging
(DTI) metrics, including fractional (...truncated)