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pmid:39468243

Druggable targets for Parkinson's disease: transcriptomics based Mendelian randomization study.

Qiong Lyu · Rong Chen · Zhengang Qiu · Chuhuai Wang · Rongrong Liu

Scientific reports · 2024 doi:10.1038/s41598-024-77401-x

Paper

complete

Experiment

complete

Data

partial

Analysis

partial

Execution

absent

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Record details sci_version · id · kind · revision · content_hash · schema · created_at · updated_at · generator
id
pmid:39468243
kind
science-record
content_hash
sha256:0fda574fb5824e39677548cf398b9665653bd41047940d7cb7443329dd48cec1
schema
https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json
created_at
2026-11-01T20:29:43Z
updated_at
2026-11-01T21:34:14Z
generator object · 2 fields
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corpus-assay-engine
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paper object · 10 fields
state
complete
title
Druggable targets for Parkinson's disease: transcriptomics based Mendelian randomization study.
doi
10.1038/s41598-024-77401-x
pmid
39468243
authors array · 5 items
[0]
Qiong Lyu
[1]
Rong Chen
[2]
Zhengang Qiu
[3]
Chuhuai Wang
[4]
Rongrong Liu
journal
Scientific reports
year
2024
abstract
Parkinson's disease (PD) is a prevalent neurodegenerative disorder. Currently available drugs for PD, can only relieve the symptoms of PD, but cannot prevent the progression of the disease and have serious side effects. Other new druggable therapeutic targets for PD are needed. First, six GEO datasets with transcriptomic data from the substantia nigra (SN) region of the brain were downloaded to find dysregulated druggable genes in PD. Then, Mendelian randomization (MR) and summary statistics-based MR (SMR) analysis were conducted using eQTL data from both brain tissue and blood to investigate the relationship between gene expression and PD. Next, the association between the expression of candidate druggable targets and disease stage was validated in an additional dataset GSE49036. Finally, a phenome-wide MR analysis was carried out to investigate the potential impact of candidate druggable genes on several other complex diseases or traits. Our study revealed 313 differentially expressed genes that may be directly targetable and have an impact on PD (FDR-p < 0.1). Through MR and SMR analysis, P2RX7 and RNASET2 were identified as feasible PD therapeutic targets, which were highly expressed in PD tissues and increased as the Braak stages increased. Phenome-wide MR analysis revealed other effects of targeting RNASET2. This study presents genetic support for the potential therapeutic properties of targeting P2RX7 and RNASET2, which will be useful for developing druggable therapeutic targets for PD.
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Then, Mendelian randomization (MR) and summary statistics-based MR (SMR) analysis were conducted using eQTL data from both brain tissue and blood to investigate the relationship between gene expression and PD.
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Then, Mendelian randomization (MR) and summary statistics-based MR (SMR) analysis were conducted using eQTL data from both brain tissue and blood to investigate the relationship between gene expression and PD.
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The sources of all data used were listed in the methodology, and the results of this study were listed in the manuscript or its supplementary files.
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Through MR and SMR analysis, P2RX7 and RNASET2 were identified as feasible PD therapeutic targets, which were highly expressed in PD tissues and increased as the Braak stages increased.
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qualitative
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sections[0] "Abstract" paragraph 1
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Through MR and SMR analysis, P2RX7 and RNASET2 were identified as feasible PD therapeutic targets, which were highly expressed in PD tissues and increased as the Braak stages increased.
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Through MR and SMR analysis, P2RX7 and RNASET2 were identified as feasible PD therapeutic targets, which were highly expressed in PD tissues and increased as the Braak stages increased.
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The claim, method and evidence span published with the source article.
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the published estimate and its evidence
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https://doi.org/10.1038/s41598-024-77401-x
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10.1038/s41598-024-77401-x
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structure object · 15 fields
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GEO
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GEO accession URL
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The sources of all data used were listed in the methodology, and the results of this study were listed in the manuscript or its supplementary files.
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570
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Homo sapiens
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Expression analysis of laser-dissected SNpc neurons in Parkinson's disease
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2026-11-01T18:46:34Z
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GEO accession URL
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The sources of all data used were listed in the methodology, and the results of this study were listed in the manuscript or its supplementary files.
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[40]
GSM506003
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GSM506004
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[44]
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[45]
GSM506008
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[66]
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[68]
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96;6947
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Homo sapiens
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Systematic meta-analysis and replication of genome-wide expression studies of Parkinson's disease
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2026-11-01T18:46:34Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
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data:geo:GSE20292
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geo-series
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null
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null
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null
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null
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The sources of all data used were listed in the methodology, and the results of this study were listed in the manuscript or its supplementary files.
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GEO
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GEO accession URL
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The sources of all data used were listed in the methodology, and the results of this study were listed in the manuscript or its supplementary files.
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data_availability_statement
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[0]
GSM508708
[1]
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GSM508715
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GSM508716
[8]
GSM508717
[9]
GSM508718
[10]
GSM508720
[11]
GSM508721
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GSM508722
[13]
GSM508723
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GSM508725
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GSM508730
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GSM508735
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GSM521253
[26]
GSM606624
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GSM606625
[28]
GSM606626
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29
group_sizes
null
group_sizes_basis
null
platform
96
taxon
Homo sapiens
title
Transcriptional analysis of whole substantia nigra in Parkinson's disease
resolution_checked_at
2026-11-01T18:46:34Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
downloaded
false
licence_read
false
[4] object · 15 fields
id
data:geo:GSE24378
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geo-series
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https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE24378
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null
bytes
null
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null
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reader_required
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GSE24378
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null
note
The sources of all data used were listed in the methodology, and the results of this study were listed in the manuscript or its supplementary files.
structure object · 15 fields
repository
GEO
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GEO accession URL
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The sources of all data used were listed in the methodology, and the results of this study were listed in the manuscript or its supplementary files.
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data_availability_statement
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GSM601049
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GSM601056
[8]
GSM601057
[9]
GSM601058
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GSM601061
[13]
GSM601062
[14]
GSM601063
[15]
GSM601064
[16]
GSM601065
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17
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null
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null
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1352
taxon
Homo sapiens
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Systematic meta-analysis and replication of genome-wide expression studies identifies molecular pathways of Parkinson’s disease
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2026-11-01T20:16:08Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
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null
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null
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The sources of all data used were listed in the methodology, and the results of this study were listed in the manuscript or its supplementary files.
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repository
GEO
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The sources of all data used were listed in the methodology, and the results of this study were listed in the manuscript or its supplementary files.
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data_availability_statement
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GSM1192718
sample_count
28
group_sizes
null
group_sizes_basis
null
platform
570
taxon
Homo sapiens
title
Evidence for immune response, axonal dysfunction and reduced endocytosis preceding Lewy body pathology in the substantia nigra in Parkinson’s disease
resolution_checked_at
2026-11-01T18:46:34Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
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GEO
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25
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null
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null
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570
taxon
Homo sapiens
title
Expression data of substantia nigra from postmortem human brain of Parkinson's disease patients (PD)
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2026-11-01T15:39:55Z
resolution_check
identifier_resolution_only_no_download_no_licence_read
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licence_read
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[0]
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asset:data:geo:GSE20186 licence not read
[4]
asset:data:geo:GSE20292 not downloaded
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[6]
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[7]
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[8]
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[9]
asset:data:geo:GSE49036 licence not read
[10]
asset:data:geo:GSE7621 not downloaded
[11]
asset:data:geo:GSE7621 licence not read
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state
partial
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[0] object · 10 fields
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method-1
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genetic_association
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Genetic association (GWAS / linkage / MR)
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[0]
mr_estimate
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genotype_phenotype_table
evidence object · 3 fields
score
1
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quote
Then, Mendelian randomization (MR) and summary statistics-based MR (SMR) analysis were conducted using eQTL data from both brain tissue and blood to investigate the relationship between gene expression and PD.
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method-2
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network_analysis
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Network / pathway analysis
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[0]
pathway_enrich
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evidence object · 3 fields
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0.8
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high
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GO enrichment
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[0]
method.reader_differs_from_extractor
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complete
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[0] object · 6 fields
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capability:computational_analysis
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[0]
meta_analysis
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[8]
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Automated Assays Laravel application and simulated adapters
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readiness object · 8 fields
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complete
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R1
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nothing:replicable_now
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R1
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mr_estimate
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The paper names the method it used and the corpus's method extractor maps it onto the DSL catalogue: mendelian_randomisation.
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tier
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tier
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[0]
GSE20186
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[5]
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[6]
GSE49036
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[0]
GSE20186
[1]
GSE7621
[2]
GSE20292
[3]
GSE20141
[4]
GSE24378
[5]
GSE49036
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[0]
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The paper names GSE20186, GSE7621, GSE20292, GSE20141, GSE24378, GSE49036 in GEO and the accession resolves in the repository. No dataset was downloaded and no licence was read.
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mr_estimate
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[0]
source:pmid:39468243
[1]
data:geo:GSE20141
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[0]
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[0]
data:geo:GSE20141
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partial
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extraction_review
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MiniMax-M3.1-Flash
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minimax
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Then, Mendelian randomization (MR) and summary statistics-based MR (SMR) analysis were conducted using eQTL data from both brain tissue and blood to investigate the relationship between gene expression and PD.
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Other new druggable therapeutic targets for PD are needed. First, six GEO datasets with transcriptomic data from the substantia nigra (SN) region of the brain were downloaded to find dysregulated druggable genes in PD. Then, Mendelian randomization (MR) and summary statistics-based MR (SMR) analysis were conducted using eQTL data from both brain tissue and blood to investigate the relationship between gene expression and PD. Next, the association between the expression of candidate druggable targets and disease stage was validated in an additional dataset GSE49036. Finally, a phenome-wide MR analysis was carried out to investigate the potential impact of candidate druggable genes on several other complex diseases or traits. Our study revealed 313 differentially expressed genes that may be directly targetable and have an impact on PD (FDR-p < 0.1). 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