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Single-nuclei transcriptomics enable detection of somatic variants in patient brain tissue
Somatic variants are a major cause of human disease, including neurological disorders like focal epilepsies, but can be challenging to study due to their mosaicism in bulk tissue biopsies. Coupling single-cell genotype and transcriptomic data has potential to provide insight into the role somatic va...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9834227/ https://www.ncbi.nlm.nih.gov/pubmed/36631516 http://dx.doi.org/10.1038/s41598-023-27700-6 |
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author | Townsend, Sydney E. Westfall, Jesse J. Navarro, Jason B. Koboldt, Daniel C. Mardis, Elaine R. Miller, Katherine E. Bedrosian, Tracy A. |
author_facet | Townsend, Sydney E. Westfall, Jesse J. Navarro, Jason B. Koboldt, Daniel C. Mardis, Elaine R. Miller, Katherine E. Bedrosian, Tracy A. |
author_sort | Townsend, Sydney E. |
collection | PubMed |
description | Somatic variants are a major cause of human disease, including neurological disorders like focal epilepsies, but can be challenging to study due to their mosaicism in bulk tissue biopsies. Coupling single-cell genotype and transcriptomic data has potential to provide insight into the role somatic variants play in disease etiology, such as by determining what cell types are affected or how the mutations affect gene expression. Here, we asked whether commonly used single-nucleus 3’- or 5’-RNA-sequencing assays can be used to derive single-nucleus genotype data for a priori known variants that are located near to either end of a transcript. To that end, we compared performance of commercially available single-nuclei 3’- and 5’- gene expression kits using resected brain samples from three pediatric patients with focal epilepsy. We quantified the ability to detect genetic variants in single-nucleus datasets depending on distance from the transcript end. Finally, we demonstrated the ability to identify affected cell types in a patient with a RHEB somatic variant causing an epilepsy-associated cortical malformation. Our results demonstrate that single-nuclei 3’ or 5’-RNA-sequencing data can be used to identify known somatic variants in single-nuclei when they are expressed within proximity to a transcript end. |
format | Online Article Text |
id | pubmed-9834227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98342272023-01-13 Single-nuclei transcriptomics enable detection of somatic variants in patient brain tissue Townsend, Sydney E. Westfall, Jesse J. Navarro, Jason B. Koboldt, Daniel C. Mardis, Elaine R. Miller, Katherine E. Bedrosian, Tracy A. Sci Rep Article Somatic variants are a major cause of human disease, including neurological disorders like focal epilepsies, but can be challenging to study due to their mosaicism in bulk tissue biopsies. Coupling single-cell genotype and transcriptomic data has potential to provide insight into the role somatic variants play in disease etiology, such as by determining what cell types are affected or how the mutations affect gene expression. Here, we asked whether commonly used single-nucleus 3’- or 5’-RNA-sequencing assays can be used to derive single-nucleus genotype data for a priori known variants that are located near to either end of a transcript. To that end, we compared performance of commercially available single-nuclei 3’- and 5’- gene expression kits using resected brain samples from three pediatric patients with focal epilepsy. We quantified the ability to detect genetic variants in single-nucleus datasets depending on distance from the transcript end. Finally, we demonstrated the ability to identify affected cell types in a patient with a RHEB somatic variant causing an epilepsy-associated cortical malformation. Our results demonstrate that single-nuclei 3’ or 5’-RNA-sequencing data can be used to identify known somatic variants in single-nuclei when they are expressed within proximity to a transcript end. Nature Publishing Group UK 2023-01-11 /pmc/articles/PMC9834227/ /pubmed/36631516 http://dx.doi.org/10.1038/s41598-023-27700-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Townsend, Sydney E. Westfall, Jesse J. Navarro, Jason B. Koboldt, Daniel C. Mardis, Elaine R. Miller, Katherine E. Bedrosian, Tracy A. Single-nuclei transcriptomics enable detection of somatic variants in patient brain tissue |
title | Single-nuclei transcriptomics enable detection of somatic variants in patient brain tissue |
title_full | Single-nuclei transcriptomics enable detection of somatic variants in patient brain tissue |
title_fullStr | Single-nuclei transcriptomics enable detection of somatic variants in patient brain tissue |
title_full_unstemmed | Single-nuclei transcriptomics enable detection of somatic variants in patient brain tissue |
title_short | Single-nuclei transcriptomics enable detection of somatic variants in patient brain tissue |
title_sort | single-nuclei transcriptomics enable detection of somatic variants in patient brain tissue |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9834227/ https://www.ncbi.nlm.nih.gov/pubmed/36631516 http://dx.doi.org/10.1038/s41598-023-27700-6 |
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