Single-cell genome sequencing of human neurons identifies somatic point mutation and indel enrichment in regulatory elements
Publication date
2022-10
Authors
Luquette, Lovelace J.
Miller, Michael B.
Zhou, Zinan
Bohrson, Craig L.
Zhao, Yifan
Jin, Hu
Gulhan, Doga
Ganz, Javier
Bizzotto, Sara
Kirkham, Samantha
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Supervisors
Document Type
Article
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taverne
Abstract
Accurate somatic mutation detection from single-cell DNA sequencing is challenging due to amplification-related artifacts. To reduce this artifact burden, an improved amplification technique, primary template-directed amplification (PTA), was recently introduced. We analyzed whole-genome sequencing data from 52 PTA-amplified single neurons using SCAN2, a new genotyper we developed to leverage mutation signatures and allele balance in identifying somatic single-nucleotide variants (SNVs) and small insertions and deletions (indels) in PTA data. Our analysis confirms an increase in nonclonal somatic mutation in single neurons with age, but revises the estimated rate of this accumulation to 16 SNVs per year. We also identify artifacts in other amplification methods. Most importantly, we show that somatic indels increase by at least three per year per neuron and are enriched in functional regions of the genome such as enhancers and promoters. Our data suggest that indels in gene-regulatory elements have a considerable effect on genome integrity in human neurons.
Keywords
Taverne, Genetics
Citation
Luquette, L J, Miller, M B, Zhou, Z, Bohrson, C L, Zhao, Y, Jin, H, Gulhan, D, Ganz, J, Bizzotto, S, Kirkham, S, Hochepied, T, Libert, C, Galor, A, Kim, J, Lodato, M A, Garaycoechea, J I, Gawad, C, West, J, Walsh, C A & Park, P J 2022, 'Single-cell genome sequencing of human neurons identifies somatic point mutation and indel enrichment in regulatory elements', Nature Genetics, vol. 54, no. 10, pp. 1564-1571. https://doi.org/10.1038/s41588-022-01180-2