# Understanding Causal Relationships Between Imaging-Derived Phenotypes and Parkinson’s Disease: A Mendelian Randomization and Observational Study

**Authors:** Yichi Zhang, Min Zhong, Zhao Yang, Xiaojin Wang, Zhongxun Dong, Liche Zhou, Qianyi Yin, Bingshun Wang, Jun Liu, Yuanyuan Li, Mengyue Niu

PMC · DOI: 10.3390/biomedicines13030747 · Biomedicines · 2025-03-18

## TL;DR

This study finds causal links between brain imaging changes and Parkinson's disease, suggesting potential biomarkers for early detection and understanding disease mechanisms.

## Contribution

The study identifies bidirectional causal relationships between imaging-derived phenotypes and Parkinson’s disease using Mendelian randomization.

## Key findings

- 13 imaging-derived phenotypes showed significant causal effects on Parkinson’s disease.
- Enlargement of the left thalamus was causally linked to Parkinson’s disease.
- Observational results in an Asian cohort supported the causal findings from Mendelian randomization.

## Abstract

Background/Objectives: Observational studies have suggested a correlation between brain imaging alterations and Parkinson’s disease (PD). However, data on causal relationships are still lacking. This study aimed to examine the causal relationship between brain imaging-derived phenotypes (IDPs) and PD. Methods: A bidirectional two-sample Mendelian randomization analysis was conducted to explore the causal association between IDPs and PD. Summary-level data for IDPs (n = 39,691), PD (n = 482,730), and PD symptoms (n = 4093) were obtained from genome-wide association studies of European ancestry. Clinical validation was performed in an Asian cohort, which involved healthy controls (n = 81), patients with idiopathic rapid-eye-movement sleep behavior disorder (iRBD) (n = 47), and patients with PD (n = 85). Results: We found 13 IDPs with significant causal effects on PD and seven reciprocal effects of PD on IDPs. For instance, increased median T2star in the right caudate (odds ratio = 1.23, 95% confidence interval 1.08–1.40, p = 0.0057) and bilateral putamen (left: odds ratio = 1.25, 95% confidence interval 1.09–1.43, p = 0.0056; right: odds ratio = 1.25, 95% confidence interval 1.10–1.43, p = 0.0056) were associated with PD. Enlargement of the left thalamus (odds ratio = 1.50, 95% confidence interval 1.14–1.96, p = 0.016) demonstrated causal links with PD. No reverse causal effects were detected. Observational analyses results in the Asian cohort (healthy controls, iRBD, PD) aligned with the Mendelian randomization results. Conclusions: Our results suggest bidirectional causal links between IDPs and PD, offering insights into disease mechanisms and potential imaging biomarkers for PD.

## Linked entities

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

## Full-text entities

- **Diseases:** PD (MESH:D010300), iRBD (MESH:D020187)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC11940266/full.md

## References

49 references — full list in the complete paper: https://tomesphere.com/paper/PMC11940266/full.md

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Source: https://tomesphere.com/paper/PMC11940266