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Nanopore Single-Molecule Sequencing for Mitochondrial DNA Methylation Analysis: Investigating Parkin-Associated Parkinsonism as a Proof of Concept
- Source :
- Frontiers in Aging Neuroscience, Frontiers in Aging Neuroscience, Vol 13 (2021)
- Publication Year :
- 2021
- Publisher :
- Frontiers Media SA, 2021.
-
Abstract
- Objective:To establish a workflow for mitochondrial DNA (mtDNA) CpG methylation using Nanopore whole-genome sequencing and perform first pilot experiments on affectedParkinbiallelic mutation carriers (Parkin-PD) and healthy controls.Background:Mitochondria, including mtDNA, are established key players in Parkinson's disease (PD) pathogenesis. Mutations in Parkin, essential for degradation of damaged mitochondria, cause early-onset PD. However, mtDNA methylation and its implication in PD is understudied. Herein, we establish a workflow using Nanopore sequencing to directly detect mtDNA CpG methylation and compare mtDNA methylation between Parkin-related PD and healthy individuals.Methods:To obtain mtDNA, whole-genome Nanopore sequencing was performed on blood-derived from five Parkin-PD and three control subjects. In addition, induced pluripotent stem cell (iPSC)-derived midbrain neurons from four of these patients with PD and the three control subjects were investigated. The workflow was validated, using methylated and unmethylated 897 bp synthetic DNA samples at different dilution ratios (0, 50, 100% methylation) and mtDNA without methylation. MtDNA CpG methylation frequency (MF) was detected using Nanopolish and Megalodon.Results:Across all blood-derived samples, we obtained a mean coverage of 250.3X (SD ± 80.5X) and across all neuron-derived samples 830X (SD ± 465X) of the mitochondrial genome. We detected overall low-level CpG methylation from the blood-derived DNA (mean MF ± SD = 0.029 ± 0.041) and neuron-derived DNA (mean MF ± SD = 0.019 ± 0.035). Validation of the workflow, using synthetic DNA samples showed that highly methylated DNA molecules were prone to lower Guppy Phred quality scores and thereby more likely to fail Guppy base-calling. CpG methylation in blood- and neuron-derived DNA was significantly lower in Parkin-PD compared to controls (Mann-Whitney U-testp< 0.05).Conclusion:Nanopore sequencing is a useful method to investigate mtDNA methylation architecture, including Guppy-failed reads is of importance when investigating highly methylated sites. We present a mtDNA methylation workflow and suggest methylation variability across different tissues and between Parkin-PD patients and controls as an initial model to investigate.
- Subjects :
- Nanopore
Biallelic Mutation
Aging
Mitochondrial DNA
Parkinson's disease
Cognitive Neuroscience
Neurosciences. Biological psychiatry. Neuropsychiatry
mitochondrial DNA
Biology
Mitochondrion
Parkin
03 medical and health sciences
chemistry.chemical_compound
0302 clinical medicine
third-generation sequencing
Original Research
030304 developmental biology
0303 health sciences
Methylation
Molecular biology
chemistry
DNA methylation
methylation
Nanopore sequencing
030217 neurology & neurosurgery
DNA
RC321-571
Neuroscience
Subjects
Details
- ISSN :
- 16634365
- Volume :
- 13
- Database :
- OpenAIRE
- Journal :
- Frontiers in Aging Neuroscience
- Accession number :
- edsair.doi.dedup.....876b2ab3f768d40086d5414c2d7292c1
- Full Text :
- https://doi.org/10.3389/fnagi.2021.713084