Published November 2, 2023 | Version v1
Journal article Open

Single-nucleus DNA sequencing reveals hidden somatic loss-of-heterozygosity in Cerebral Cavernous Malformations

Description

Cerebral Cavernous Malformations (CCMs) are vascular malformations of the central nervous system which can lead to moderate to severe neurological phenotypes in patients. A majority of CCM lesions are driven by a cancer-like three-hit mutational mechanism, including a somatic, activating mutation in the oncogene PIK3CA, as well as biallelic loss-of-function mutations in a CCM gene. However, standard sequencing approaches often fail to yield a full complement of pathogenic mutations in many CCMs. We suggest this reality reflects the limited sensitivity to identify low-frequency variants and the presence of mutations undetectable with bulk short-read sequencing. Here we report a single-nucleus DNA-sequencing approach that leverages the underlying biology of CCMs to identify lesions with somatic loss-of-heterozygosity, a class of such hidden mutations. We identify an alternative genetic mechanism for CCM pathogenesis and establish a method that can be repurposed to investigate the genetic underpinning of other disorders with multiple somatic mutations.

Data availability

The unprocessed sequencing data generated for this study have been deposited in the GSA database under accession code HRA004839. The processed data generated in this study are provided in Supplementary Data and Source Data file. Both reference genomes hg38 [https://www.ncbi.nlm.nih.gov/datasets/genome/GCF_000001405.40/] and hg19 [https://www.ncbi.nlm.nih.gov/datasets/genome/GCF_000001405.25/] were used in this study and are publicly available. Source Data are provided as a Source Data file. Source data are provided with this paper.

snDNA-sequencing analysis was implemented using Mission Bio's Mosaic software, which is available on github [https://github.com/MissionBio/mosaic]. MoChA software is available through Broad Institute [https://software.broadinstitute.org/software/mocha/].

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Single-nucleus-DNA-sequencing-reveals-hidden-somatic-loss-of-heterozygosity-in-Cerebral-Cavernous-Malformations.pdf

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Additional details

Identifiers

DOI
10.1038/s41467-023-42908-w
Other
oai:uchicago.tind.io:9548

Funding

Edna and Fred Mandel Jr. Foundation
Mandel Fellow Grant
NINDS
2P01-NS092521

UChicago Information

Division(s)
Biological Sciences Division
Department(s)
Neurological Surgery