# Association of free-water imaging data for the cholinergic nucleus with the motor function and subtypes in Parkinson’s disease

**Authors:** Shanhu Xu, Xiaoli Si, Miao Cai, Fengli Fu, Jun Tian, Baorong Zhang, Xiaoli Liu

PMC · DOI: 10.3389/fneur.2025.1477827 · Frontiers in Neurology · 2025-04-04

## TL;DR

This study explores how free-water imaging of brain regions linked to Parkinson's disease relates to motor symptoms and subtype progression over four years.

## Contribution

The study identifies free-water imaging metrics in cholinergic nuclei as predictors of Parkinson’s disease motor subtype stability and conversion.

## Key findings

- Free-water values in the Ch4 nucleus correlate with tremor and rigidity symptoms in Parkinson’s disease.
- Normalized free-water values in Ch4 predict motor subtype conversion after four years.
- Free-water imaging helps identify potential subtype shifts from tremor-dominant to postural instability and gait difficulty.

## Abstract

Despite the importance of clinical heterogeneity in Parkinson’s disease (PD), its underlying pathophysiology remains unclear.

This study aimed to distinguish the association of free-water (FW) imaging data for the cholinergic nuclei with the motor subtypes of PD.

The study included 150 cases of idiopathic PD from the Parkinson’s Progression Markers Initiative cohort. FW imaging, including FW-corrected diffusion tensor imaging, was used to extract structural metrics from cholinergic nucleus 4 (Ch4) in the basal forebrain and the pedunculopontine nucleus. The motor subtypes were classified as tremor-dominant (TD, n = 99) and non-tremor-dominant (non-TD, n = 51). Statistical analyses were performed at baseline and the 4-year follow-up.

At baseline, FW value for Ch4 (FW-Ch4) was correlated with the tremor subscore, while FW-corrected fractional anisotropy in Ch4 (FA-t-Ch4) was negatively correlated with the rigidity subscore. However, the TD and non-TD groups showed no differences in cholinergic FW imaging data. Among the 84 patients who were followed-up, 36.36% (20/55) in the TD group and 34.48% (10/29) in the non-TD group showed a subtype shift after 4 years. Multivariate binary logistic regression analysis showed that the normalized FW value for Ch4 (nFW-Ch4) was a predictor of subtype at the 4-year follow-up (p = 0.041). In the TD subgroup, both nFW-Ch4 (p = 0.015) and normalized FW-corrected mean diffusivity in Ch4 (MD-t-Ch4) (p = 0.013) predicted subtype stability. The area under the receiver operating characteristic curve values were 0.69 and 0.73, respectively.

Tremor and rigidity subscores were correlated with Ch4 FW imaging data. Moreover, Ch4 FW imaging predicted the motor subtype at the 4-year follow-up, especially identifying potential postural instability and gait difficulty (PIGD) subtype converters from the TD group.

## Linked entities

- **Diseases:** Parkinson’s disease (MONDO:0005180)

## Full-text entities

- **Diseases:** rigidity (MESH:D009127), PIGD (MESH:D054972), TD (MESH:D014202), PD (MESH:D010300)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC12007432/full.md

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Source: https://tomesphere.com/paper/PMC12007432