Neuromelanin imaging outperforms free water imaging in diagnosing early Parkinson’s disease: a comparative MRI study

Early and accurate diagnosis of Parkinson's disease (PD) remains challenging due to reliance on clinical assessment of motor symptoms. This retrospective study compared the diagnostic performance of neuromelanin (NM)-sensitive MRI and free water (FW) imaging in 247 patients with early PD and 78 controls from a single tertiary center, with independent external validation in a separate cohort acquired at another institution. NM volumes were measured in the substantia nigra pars compacta and its functional subregions (limbic, associative, and sensorimotor), while FW values were extracted from corresponding substantia nigra regions using diffusion tensor imaging. A combined NM model incorporating subregional volumes was developed through multivariable logistic regression. NM volumes were reduced across all regions in early PD patients compared to controls, while FW values showed no significant group differences. NM measurements consistently outperformed FW imaging across all regions, with the combined NM model achieving superior diagnostic accuracy, and NM-based measures also demonstrated higher diagnostic performance than FW in the external validation cohort. These results highlight the clinical utility of NM-MRI for early diagnostic assessment and its potential integration into emerging multimodal biomarker frameworks for PD.

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Publication Details

Journal
npj Parkinson s Disease
Published
2026-02-13
DOI
https://doi.org/10.1038/s41531-026-01286-y
Primary Topic
Parkinson's Disease Mechanisms and Treatments
Type
article
Field-Weighted Citation Impact
0.00

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article

Neuromelanin imaging outperforms free water imaging in diagnosing early Parkinson’s disease: a comparative MRI study

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npj Parkinson s Disease
Parkinson's Disease Mechanisms and Treatments
article

Neuromelanin imaging outperforms free water imaging in diagnosing early Parkinson’s disease: a comparative MRI study

Eung Yeop Kim, Jeongwon Jo, Yangsean Choi, Yun Hwa Roh, Beomseok Sohn, Soohwa Song, Sungyang Jo, Sang-Young Kim, Hwan Heo, Sun Ju Chung, Jinyoung Youn
article en

Abstract

Early and accurate diagnosis of Parkinson's disease (PD) remains challenging due to reliance on clinical assessment of motor symptoms. This retrospective study compared the diagnostic performance of neuromelanin (NM)-sensitive MRI and free water (FW) imaging in 247 patients with early PD and 78 controls from a single tertiary center, with independent external validation in a separate cohort acquired at another institution. NM volumes were measured in the substantia nigra pars compacta and its functional subregions (limbic, associative, and sensorimotor), while FW values were extracted from corresponding substantia nigra regions using diffusion tensor imaging. A combined NM model incorporating subregional volumes was developed through multivariable logistic regression. NM volumes were reduced across all regions in early PD patients compared to controls, while FW values showed no significant group differences. NM measurements consistently outperformed FW imaging across all regions, with the combined NM model achieving superior diagnostic accuracy, and NM-based measures also demonstrated higher diagnostic performance than FW in the external validation cohort. These results highlight the clinical utility of NM-MRI for early diagnostic assessment and its potential integration into emerging multimodal biomarker frameworks for PD.

npj Parkinson s DiseaseVol. 12(1)
Ulsan College (KR), Asan Medical Center (KR), Samsung Medical Center (KR), University of Ulsan (KR), Korea District Heating Corporation (KR), Sungkyunkwan University (KR)
National Research Foundation, Korea Health Industry Development Institute, National Research Foundation of Korea
Clean water and sanitation
Openalex Percentile: Top 59%
Parkinson's Disease Mechanisms and Treatments
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