Back

Whole-exome analysis in Parkinson's disease reveals a high burden of ultra-rare variants in early-onset cases

Bustos, B. I.; Krainc, D.; Lubbe, S. J.; International Parkinson's Disease Genomics Consortium,

2020-06-06 genetics
10.1101/2020.06.06.137299 bioRxiv
Show abstract

Parkinsons disease (PD) is a complex neurodegenerative disorder with a strong genetic component. We performed a "hypothesis-free" exome-wide burden-based analysis of different variant frequencies, predicted functional impact and age of onset classes, in order to expand the understanding of rare variants in PD. Analyzing whole-exome data from a total of 1,425 PD cases and 596 controls, we found a significantly increased burden of ultra-rare (URV= private variants absent from gnomAD) protein altering variants (PAV) in early-onset PD cases (EOPD, <40 years old; P=3.95x10-26, beta=0.16, SE=0.02), compared to LOPD cases (>60 years old, late-onset), where more common PAVs (allele frequencies <0.001) showed the highest significance and effect (P=0.026, beta=0.15, SE=0.07). Gene-set burden analysis of URVs in EOPD highlighted significant disease- and tissue-relevant genes, pathways and protein-protein interaction networks that were different to that observed in non-EOPD cases. Heritability estimates revealed that URVs account for 15.9% of the genetic component in EOPD individuals. Our results suggest that URVs play a significant role in EOPD and that distinct etiological bases may exist for EOPD and sporadic PD. By providing new insights into the genetic architecture of PD, our study may inform approaches aimed at novel gene discovery and provide new directions for genetic risk assessment based on disease age of onset.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Neurobiology of Aging
95 papers in training set
Top 0.1%
19.3%
2
Acta Neuropathologica
51 papers in training set
Top 0.1%
19.3%
3
Brain
154 papers in training set
Top 0.8%
6.6%
4
Neurobiology of Disease
134 papers in training set
Top 1.0%
5.0%
50% of probability mass above
5
Scientific Reports
3102 papers in training set
Top 33%
3.7%
6
npj Parkinson's Disease
89 papers in training set
Top 0.5%
3.7%
7
Movement Disorders
62 papers in training set
Top 0.5%
2.8%
8
Human Molecular Genetics
130 papers in training set
Top 0.9%
2.8%
9
Nature Communications
4913 papers in training set
Top 48%
2.0%
10
Frontiers in Genetics
197 papers in training set
Top 4%
1.8%
11
Communications Biology
886 papers in training set
Top 10%
1.5%
12
The American Journal of Human Genetics
206 papers in training set
Top 3%
1.4%
13
EMBO Molecular Medicine
85 papers in training set
Top 2%
1.4%
14
Journal of Neurology, Neurosurgery & Psychiatry
29 papers in training set
Top 0.8%
1.4%
15
ACS Chemical Neuroscience
60 papers in training set
Top 1%
1.4%
16
Parkinsonism & Related Disorders
21 papers in training set
Top 0.4%
1.3%
17
Annals of Neurology
57 papers in training set
Top 2%
1.1%
18
International Journal of Molecular Sciences
453 papers in training set
Top 11%
1.0%
19
BMC Genomics
328 papers in training set
Top 4%
1.0%
20
Genome Medicine
154 papers in training set
Top 7%
0.8%
21
Brain Communications
147 papers in training set
Top 3%
0.7%
22
Nature Genetics
240 papers in training set
Top 8%
0.7%
23
Cell Death & Disease
126 papers in training set
Top 3%
0.7%
24
eLife
5422 papers in training set
Top 63%
0.5%
25
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 48%
0.5%
26
Cell Reports
1338 papers in training set
Top 36%
0.5%
27
PLOS ONE
4510 papers in training set
Top 72%
0.5%