Parkinson's disease (PD) is the second most common age-related neurodegenerative disease after Alzheimer's disease. Despite numerous studies, specific age-related factors remain unidentified. This study employed a multi-omics approach to investigate the link between PD and aging. We integrated blood gene expression profiles, expression quantitative trait loci, genome-wide association studies, predictive models, and conducted clinical validation.By analyzing PD datasets, a total of 953 differentially expressed genes (DEGs) and 10 intersecting aging differentially expressed genes (ADEGs) were identified. Enrichment analysis revealed that the regulatory pathways of these ADEGs involve the classical Wnt signaling pathway, endoplasmic reticulum stress, and neuronal apoptosis. Mendelian randomization (MR) analysis showed that the MAP3K5 gene significantly reduces the risk of PD. Multivariate regression analysis identified MXD1, CREB1, and SIRT3 as key diagnostic genes and constructed a predictive model to aid clinical decision-making. Enzyme-linked immunosorbent assay experiments validated the expression levels of these genes in the serum of PD patients.This study utilized a multi-omics approach to identify key ADEGs and their regulatory mechanisms in PD, leading to the establishment of a diagnostic model. The resource is accessible at this link: https://yunhaihupo.shinyapps.io/DynNomapp . This web application can be used as a standalone resource to explore changes in blood transcription profiles in PD and their relationship to clinical and aging aspects, generating new research hypotheses.

Download full-text PDF

Source
http://dx.doi.org/10.1038/s41598-024-82470-zDOI Listing

Publication Analysis

Top Keywords

parkinson's disease
8
multi-omics approach
8
differentially expressed
8
expressed genes
8
multi-omics analysis
4
analysis reveals
4
reveals genetic
4
aging
4
genetic aging
4
aging landscape
4

Similar Publications

Alexithymia in Parkinson's Disease: A Meta-analysis.

Am J Geriatr Psychiatry

December 2024

HM CINAC (Centro Integral de Neurociencias Abarca Campal) (RFF, CDTP, CGS), Hospital Universitario HM Puerta del Sur, HM Hospitales. Madrid, Spain; Instituto de Investigación Sanitaria HM Hospitales (RFF, CDTP, CGS), Madrid, Spain; Network Center for Biomedical Research on Neurodegenerative Diseases (CIBERNED) (CGS), Instituto Carlos III, Madrid, Spain; University CEU-San Pablo (CGS), Madrid, Spain. Electronic address:

Parkinson's disease (PD) is a neurodegenerative disorder characterized by motor and non-motor manifestations, including alexithymia. This condition is defined by difficulty in recognizing, articulating, and expressing one's emotional states. In this study, we conducted a systematic review and meta-analysis to compare the prevalence of alexithymia in PD patients and a healthy population, and to identify associated demographic and clinical factors.

View Article and Find Full Text PDF

Choroid plexus cysts on 7T MRI: Relationship to aging and neurodegenerative diseases.

Alzheimers Dement

December 2024

7T Magnetic Resonance Imaging Translational Medical Center, Department of Radiology, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, China.

Introduction: The choroid plexus (CP) may play a crucial role in brain degeneration. We aim to assess whether CP cysts (CPCs), defined using ultra-high field magnetic resonance imaging (MRI), relate to aging and neurodegeneration.

Methods: We used multi-sequence 7T MRI to observe CPCs, characterizing their presence and characteristics in healthy younger controls, healthy older controls (OCs), patients with Alzheimer's disease (AD), patients with Parkinson's disease (PD), and patients with uremic encephalopathy.

View Article and Find Full Text PDF

Polyneuropathy in Parkinson's Disease is Highly Prevalent and Not Related to Treatment.

Clin Ther

December 2024

Neurology Department, The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom; Department of Psychology, Manchester Metropolitan University, Manchester, United Kingdom.

Purpose: An increased prevalence of peripheral polyneuropathy (PN) in Parkinson's disease (PD) associated with greater functional impairment has previously been reported. A possible cause has been suggested as levodopa therapy. The aim of this real-world study was to assess the prevalence and the characteristics of PN in PD and to investigate the putative association between PN and oral levodopa.

View Article and Find Full Text PDF

Terminology controversies.

Alzheimers Dement

December 2024

Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!