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Author Spotlight: Exploring Non-Motor Symptoms in Parkinson's Disease
Published on: September 22, 2023
Alterations of the gut virome in patients with Parkinson's disease
Wei Chen1, Ruochun Guo2,3, Wei Zhang4
1Department of Clinical Laboratory, Department of Neurology, Intensive Care Unit, Loudi Central Hospital, Loudi, China.
Abstract:
Gut microbiota plays a pivotal role in Parkinson's disease (PD) pathogenesis. However, the role of enteric viruses remains underexplored. Here, we reanalyzed publicly available metagenomic datasets from two independent cohorts, including 79 PD patients and 79 controls, to characterize gut virome profiles and explore the potential role of enteric viruses in PD pathogenesis and early diagnosis. Our findings indicate increased richness and diversity of the gut virome in PD, with 640 vOTUs differing in abundance between groups. Notably, Siphoviridae and Myoviridae were more abundant in PD patients. A variety of viruses enriched in PD or healthy subjects (HS) preferentially infect bacterial hosts that produce short-chain fatty acids. Furthermore, specific viral functional orthologs, such as thymidylate synthase (K00560) and integrases (K14059), displayed notable differences in prevalence between PD-enriched and HS-enriched vOTUs. Finally, we constructed a random forest model using the top 22 most significant vOTUs, which achieved an AUC of 0.822, demonstrating strong performance in distinguishing PD patients from healthy controls. This is the first study to characterize the gut virome profile in PD, laying a robust foundation for future investigations into the underlying mechanisms and early diagnosis strategies for PD as well as other neurodegenerative disorders.
Insights
The gut virome is altered in Parkinson's disease (PD), with increased viral diversity and specific viral families more abundant in PD patients. This gut virus signature may aid in early PD diagnosis.
Area of Science:
- Microbiology
- Virology
- Neuroscience
Background:
- Gut microbiota is implicated in Parkinson's disease (PD) pathogenesis.
- The role of enteric viruses in PD remains largely unknown.
Purpose of the Study:
- To characterize gut virome profiles in PD patients versus healthy controls.
- To explore the potential of gut viruses for PD pathogenesis and early diagnosis.
Main Methods:
- Reanalysis of public metagenomic datasets from 79 PD patients and 79 controls.
- Analysis of viral operational units (vOTUs) abundance and diversity.
- Development of a machine learning model for PD classification.
Main Results:
- Increased gut virome richness and diversity observed in PD patients.
- Significant differences in abundance for 640 vOTUs, with Siphoviridae and Myoviridae enriched in PD.
- A random forest model using 22 vOTUs achieved 0.822 AUC for distinguishing PD from healthy subjects.
Conclusions:
- Gut virome alterations are associated with Parkinson's disease.
- Specific viral signatures may serve as biomarkers for PD early diagnosis.
- This study provides a foundation for investigating viral roles in neurodegenerative disorders.
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