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Submegabase copy number variations arise during cerebral cortical neurogenesis as revealed by single-cell whole-genome sequencing
Somatic copy number variations (CNVs) exist in the brain, but their genesis, prevalence, forms, and biological impact remain unclear, even within experimentally tractable animal models. We combined a transposase-based amplification (TbA) methodology for single-cell whole-genome sequencing with a bio...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6196524/ https://www.ncbi.nlm.nih.gov/pubmed/30262650 http://dx.doi.org/10.1073/pnas.1812702115 |
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author | Rohrback, Suzanne April, Craig Kaper, Fiona Rivera, Richard R. Liu, Christine S. Siddoway, Benjamin Chun, Jerold |
author_facet | Rohrback, Suzanne April, Craig Kaper, Fiona Rivera, Richard R. Liu, Christine S. Siddoway, Benjamin Chun, Jerold |
author_sort | Rohrback, Suzanne |
collection | PubMed |
description | Somatic copy number variations (CNVs) exist in the brain, but their genesis, prevalence, forms, and biological impact remain unclear, even within experimentally tractable animal models. We combined a transposase-based amplification (TbA) methodology for single-cell whole-genome sequencing with a bioinformatic approach for filtering unreliable CNVs (FUnC), developed from machine learning trained on lymphocyte V(D)J recombination. TbA–FUnC offered superior genomic coverage and removed >90% of false-positive CNV calls, allowing extensive examination of submegabase CNVs from over 500 cells throughout the neurogenic period of cerebral cortical development in Mus musculus. Thousands of previously undocumented CNVs were identified. Half were less than 1 Mb in size, with deletions 4× more common than amplification events, and were randomly distributed throughout the genome. However, CNV prevalence during embryonic cortical development was nonrandom, peaking at midneurogenesis with levels triple those found at younger ages before falling to intermediate quantities. These data identify pervasive small and large CNVs as early contributors to neural genomic mosaicism, producing genomically diverse cellular building blocks that form the highly organized, mature brain. |
format | Online Article Text |
id | pubmed-6196524 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-61965242018-10-23 Submegabase copy number variations arise during cerebral cortical neurogenesis as revealed by single-cell whole-genome sequencing Rohrback, Suzanne April, Craig Kaper, Fiona Rivera, Richard R. Liu, Christine S. Siddoway, Benjamin Chun, Jerold Proc Natl Acad Sci U S A Biological Sciences Somatic copy number variations (CNVs) exist in the brain, but their genesis, prevalence, forms, and biological impact remain unclear, even within experimentally tractable animal models. We combined a transposase-based amplification (TbA) methodology for single-cell whole-genome sequencing with a bioinformatic approach for filtering unreliable CNVs (FUnC), developed from machine learning trained on lymphocyte V(D)J recombination. TbA–FUnC offered superior genomic coverage and removed >90% of false-positive CNV calls, allowing extensive examination of submegabase CNVs from over 500 cells throughout the neurogenic period of cerebral cortical development in Mus musculus. Thousands of previously undocumented CNVs were identified. Half were less than 1 Mb in size, with deletions 4× more common than amplification events, and were randomly distributed throughout the genome. However, CNV prevalence during embryonic cortical development was nonrandom, peaking at midneurogenesis with levels triple those found at younger ages before falling to intermediate quantities. These data identify pervasive small and large CNVs as early contributors to neural genomic mosaicism, producing genomically diverse cellular building blocks that form the highly organized, mature brain. National Academy of Sciences 2018-10-16 2018-09-27 /pmc/articles/PMC6196524/ /pubmed/30262650 http://dx.doi.org/10.1073/pnas.1812702115 Text en Copyright © 2018 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Biological Sciences Rohrback, Suzanne April, Craig Kaper, Fiona Rivera, Richard R. Liu, Christine S. Siddoway, Benjamin Chun, Jerold Submegabase copy number variations arise during cerebral cortical neurogenesis as revealed by single-cell whole-genome sequencing |
title | Submegabase copy number variations arise during cerebral cortical neurogenesis as revealed by single-cell whole-genome sequencing |
title_full | Submegabase copy number variations arise during cerebral cortical neurogenesis as revealed by single-cell whole-genome sequencing |
title_fullStr | Submegabase copy number variations arise during cerebral cortical neurogenesis as revealed by single-cell whole-genome sequencing |
title_full_unstemmed | Submegabase copy number variations arise during cerebral cortical neurogenesis as revealed by single-cell whole-genome sequencing |
title_short | Submegabase copy number variations arise during cerebral cortical neurogenesis as revealed by single-cell whole-genome sequencing |
title_sort | submegabase copy number variations arise during cerebral cortical neurogenesis as revealed by single-cell whole-genome sequencing |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6196524/ https://www.ncbi.nlm.nih.gov/pubmed/30262650 http://dx.doi.org/10.1073/pnas.1812702115 |
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