Relationship between apathy, glymphatic dysfunction, and white matter integrity in Parkinson’s disease: a multimodal MRI study
5 affiliations
- 1The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China
- 2Ganzhou People's Hospital, Ganzhou, China
- 3Department of Magnetic Resonance, The Second Hospital & Clinical Medical School, Lanzhou University, Lanzhou, China
- 4Gansu Province Clinical Research Center for Functional and Molecular Imaging, Lanzhou, China
- 5Department of Clinical and Technical Support, Philips Healthcare, Xi'an, China
Abstract
BackgroundApathy is a disabling non-motor symptom of Parkinson’s disease (PD), but its neuroimaging correlates remain unclear. Glymphatic-related MRI metrics abnormalities and white matter microstructural damage have each been implicated in PD, yet their relationship with apathy is incompletely understood.ObjectiveTo investigate the relationships among glymphatic-related MRI metrics, white matter abnormalities, and apathy in PD, while accounting for affective, cognitive, motor, and treatment-related factors.MethodsWe prospectively enrolled 41 patients with PD [19 with apathy (APD), 22 without apathy (nAPD)] and 38 healthy controls (HC). Multimodal MRI quantified choroid plexus volume (CPV), perivascular space measures, DTI-ALPS, gBOLD-CSF coupling, free water (FW), free-water-corrected diffusion indices, and NODDI metrics. Tract-based spatial statistics, sparse principal component analysis, partial correlation, sensitivity analyses, and exploratory mediation analyses were performed.ResultsCompared with HC, PD patients showed widespread white matter abnormalities, including increased FW, fwAD, fwMD, fwRD, and ODI and decreased fwFA and NDI. APD patients showed higher FW than nAPD patients in clusters involving the corpus callosum, left superior longitudinal fasciculus, uncinate fasciculus, inferior fronto-occipital fasciculus, and other widespread tracts. Within PD, these FW abnormalities were associated with apathy severity; several associations persisted after adjustment for UPDRS-III and levodopa equivalent daily dose but were attenuated after adjustment for affective or cognitive symptoms. CPV measures were also associated with apathy-related FW abnormalities, with selected associations remaining after adjustment for MoCA or motor/medication measures. Direct associations between individual glymphatic-related MRI metrics and apathy severity were less consistent. Exploratory mediation effects were observed mainly in the combined PD + HC cohort and were not robust within PD or apathy subgroups after multiple-comparison correction.ConclusionApathy in PD was most consistently associated with increased extracellular FW within distributed white matter networks, superimposed on widespread PD-related microstructural damage. Glymphatic-related MRI metrics abnormalities, particularly CPV, were coupled with apathy-related FW but showed weaker direct relationships with apathy severity. These findings support an associative glymphatic–white matter framework for PD apathy, while suggesting partial overlap with broader affective and cognitive dysfunction rather than an apathy-specific causal cascade.
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BibTeX
@article{li2026relationship,
title = {{Relationship between apathy, glymphatic dysfunction, and white matter integrity in Parkinson’s disease: a multimodal MRI study}},
author = {Hao Li and Xuelian Zhao and Wenxia Yang and Jiahao Yan and Zhuo Wang and Siru Kang and Wenzhu Dang and Yang Liu and Jun Wang and Jun Wang and Ruiqing Guo and Kai Ai and Guangyao Liu and Guangyao Liu and Jing Zhang and Jing Zhang},
journal = {Frontiers in Aging Neuroscience},
year = {2026},
month = oct,
doi = {10.3389/fnagi.2026.1939737},
url = {https://doi.org/10.3389/fnagi.2026.1939737},
note = {CC BY},
}
RIS
TY - JOUR
TI - Relationship between apathy, glymphatic dysfunction, and white matter integrity in Parkinson’s disease: a multimodal MRI study
AU - Hao Li
AU - Xuelian Zhao
AU - Wenxia Yang
AU - Jiahao Yan
AU - Zhuo Wang
AU - Siru Kang
AU - Wenzhu Dang
AU - Yang Liu
AU - Jun Wang
AU - Jun Wang
AU - Ruiqing Guo
AU - Kai Ai
AU - Guangyao Liu
AU - Guangyao Liu
AU - Jing Zhang
AU - Jing Zhang
PY - 2026
DA - 2026/10/26
JO - Frontiers in Aging Neuroscience
DO - 10.3389/fnagi.2026.1939737
UR - https://doi.org/10.3389/fnagi.2026.1939737
AB - BackgroundApathy is a disabling non-motor symptom of Parkinson’s disease (PD), but its neuroimaging correlates remain unclear. Glymphatic-related MRI metrics abnormalities and white matter microstructural damage have each been implicated in PD, yet their relationship with apathy is incompletely understood.ObjectiveTo investigate the relationships among glymphatic-related MRI metrics, white matter abnormalities, and apathy in PD, while accounting for affective, cognitive, motor, and treatment-related factors.MethodsWe prospectively enrolled 41 patients with PD [19 with apathy (APD), 22 without apathy (nAPD)] and 38 healthy controls (HC). Multimodal MRI quantified choroid plexus volume (CPV), perivascular space measures, DTI-ALPS, gBOLD-CSF coupling, free water (FW), free-water-corrected diffusion indices, and NODDI metrics. Tract-based spatial statistics, sparse principal component analysis, partial correlation, sensitivity analyses, and exploratory mediation analyses were performed.ResultsCompared with HC, PD patients showed widespread white matter abnormalities, including increased FW, fwAD, fwMD, fwRD, and ODI and decreased fwFA and NDI. APD patients showed higher FW than nAPD patients in clusters involving the corpus callosum, left superior longitudinal fasciculus, uncinate fasciculus, inferior fronto-occipital fasciculus, and other widespread tracts. Within PD, these FW abnormalities were associated with apathy severity; several associations persisted after adjustment for UPDRS-III and levodopa equivalent daily dose but were attenuated after adjustment for affective or cognitive symptoms. CPV measures were also associated with apathy-related FW abnormalities, with selected associations remaining after adjustment for MoCA or motor/medication measures. Direct associations between individual glymphatic-related MRI metrics and apathy severity were less consistent. Exploratory mediation effects were observed mainly in the combined PD + HC cohort and were not robust within PD or apathy subgroups after multiple-comparison correction.ConclusionApathy in PD was most consistently associated with increased extracellular FW within distributed white matter networks, superimposed on widespread PD-related microstructural damage. Glymphatic-related MRI metrics abnormalities, particularly CPV, were coupled with apathy-related FW but showed weaker direct relationships with apathy severity. These findings support an associative glymphatic–white matter framework for PD apathy, while suggesting partial overlap with broader affective and cognitive dysfunction rather than an apathy-specific causal cascade.
SN - 1663-4365
ER -