Back

Cross Dataset Transcriptomic Analysis Identifies Oxidative Stress Inflammation Gene Networks Modulated by Nutrigenomic Interventions in Parkinson Disease

Rafiee, M.; Abaj, F.; Mahdevar, M.; Rashidian, A.; Ghaedi, K.; Ghiasvand, R.

2026-05-09 bioinformatics
10.64898/2026.05.05.723100 bioRxiv
Show abstract

Inflammation and oxidative stress (OS) are key to Parkinsons disease (PD). We performed a cross-dataset integrative transcriptomic analysis to identify OS- and inflammation-related hub genes persistently dysregulated in PD and to evaluate their response to nutrigenomic interventions using publicly available datasets. Four GEO datasets (GSE7621, GSE20141, GSE20146, GSE49036) were analysed to identify differentially expressed genes (DEGs), which were intersected with GeneCards OS-inflammation gene sets. Functional enrichment analyses, including gene ontology (GO), pathway over-representation analysis (ORA), and protein-protein interaction (PPI) analysis, were used to identify key pathways and hub genes. Gene-food bioactive compound (FBC) association was explored by integrating PD signatures with nutrigenomic profiles from NutriGenomeDB. We identified 183 DEGs in PD, enriched in synaptic, dopaminergic, OS, and inflammatory pathways. Intersection analysis yielded 26 OS-inflammation-related genes and 10 central regulators, including TH, DDC, SNCA, LRRK2, HSPB1, and HSPA1B. revealed opposing transcriptional patterns, with several FBCs suppressing stress-related genes and upregulating dopaminergic markers such as TH, GCH1, and DDC. Overall, this integrative analysis highlights OS-inflammation gene networks in PD and identifies candidate diet-gene interactions that warrant further experimental validation

Matching journals

The top 20 journals account for 50% of the predicted probability mass.

1
npj Parkinson's Disease
89 papers in training set
Top 0.3%
8.5%
2
Scientific Reports
3102 papers in training set
Top 21%
5.0%
3
International Journal of Molecular Sciences
453 papers in training set
Top 2%
4.0%
4
Neurobiology of Aging
95 papers in training set
Top 0.7%
3.7%
5
Neurobiology of Disease
134 papers in training set
Top 1%
3.7%
6
Advanced Science
249 papers in training set
Top 6%
3.2%
7
Aging
69 papers in training set
Top 0.7%
3.2%
8
Frontiers in Genetics
197 papers in training set
Top 3%
2.5%
9
PLOS ONE
4510 papers in training set
Top 50%
1.8%
10
Journal of Translational Medicine
46 papers in training set
Top 0.8%
1.8%
11
Antioxidants
25 papers in training set
Top 0.2%
1.7%
12
Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease
25 papers in training set
Top 0.3%
1.5%
13
Molecular Omics
21 papers in training set
Top 0.1%
1.4%
14
Computers in Biology and Medicine
120 papers in training set
Top 3%
1.3%
15
European Journal of Pharmacology
11 papers in training set
Top 0.2%
1.3%
16
PeerJ
261 papers in training set
Top 9%
1.3%
17
Frontiers in Medicine
113 papers in training set
Top 5%
1.1%
18
Journal of Personalized Medicine
28 papers in training set
Top 0.6%
1.1%
19
Metabolomics
11 papers in training set
Top 0.3%
1.0%
20
Genomics, Proteomics & Bioinformatics
171 papers in training set
Top 5%
1.0%
50% of probability mass above
21
Computational and Structural Biotechnology Journal
216 papers in training set
Top 7%
1.0%
22
Aging Cell
144 papers in training set
Top 3%
0.9%
23
Pharmaceuticals
33 papers in training set
Top 1%
0.9%
24
Disease Models & Mechanisms
119 papers in training set
Top 2%
0.9%
25
Nature Communications
4913 papers in training set
Top 59%
0.9%
26
Life Sciences
25 papers in training set
Top 1.0%
0.9%
27
Frontiers in Pharmacology
100 papers in training set
Top 4%
0.8%
28
iScience
1063 papers in training set
Top 28%
0.8%
29
eLife
5422 papers in training set
Top 56%
0.8%
30
Cell Death & Disease
126 papers in training set
Top 2%
0.8%