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Reconstructing and counting genomic fragments through tagmentation-based haploid phasing

Single-cell sequencing provides a new level of granularity in studying the heterogeneous nature of cancer cells. For some cancers, this heterogeneity is the result of copy number changes of genes within the cellular genomes. The ability to accurately determine such copy number changes is critical in...

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Autores principales: Leong, Patrick P. T., Mihajlović, Aleksandar, Bogdanović, Nadežda, Breberina, Luka, Xi, Larry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8460729/
https://www.ncbi.nlm.nih.gov/pubmed/34556684
http://dx.doi.org/10.1038/s41598-021-97852-w
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author Leong, Patrick P. T.
Mihajlović, Aleksandar
Bogdanović, Nadežda
Breberina, Luka
Xi, Larry
author_facet Leong, Patrick P. T.
Mihajlović, Aleksandar
Bogdanović, Nadežda
Breberina, Luka
Xi, Larry
author_sort Leong, Patrick P. T.
collection PubMed
description Single-cell sequencing provides a new level of granularity in studying the heterogeneous nature of cancer cells. For some cancers, this heterogeneity is the result of copy number changes of genes within the cellular genomes. The ability to accurately determine such copy number changes is critical in tracing and understanding tumorigenesis. Current single-cell genome sequencing methodologies infer copy numbers based on statistical approaches followed by rounding decimal numbers to integer values. Such methodologies are sample dependent, have varying calling sensitivities which heavily depend on the sample’s ploidy and are sensitive to noise in sequencing data. In this paper we have demonstrated the concept of integer-counting by using a novel bioinformatic algorithm built on our library construction chemistry in order to detect the discrete nature of the genome.
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spelling pubmed-84607292021-09-27 Reconstructing and counting genomic fragments through tagmentation-based haploid phasing Leong, Patrick P. T. Mihajlović, Aleksandar Bogdanović, Nadežda Breberina, Luka Xi, Larry Sci Rep Article Single-cell sequencing provides a new level of granularity in studying the heterogeneous nature of cancer cells. For some cancers, this heterogeneity is the result of copy number changes of genes within the cellular genomes. The ability to accurately determine such copy number changes is critical in tracing and understanding tumorigenesis. Current single-cell genome sequencing methodologies infer copy numbers based on statistical approaches followed by rounding decimal numbers to integer values. Such methodologies are sample dependent, have varying calling sensitivities which heavily depend on the sample’s ploidy and are sensitive to noise in sequencing data. In this paper we have demonstrated the concept of integer-counting by using a novel bioinformatic algorithm built on our library construction chemistry in order to detect the discrete nature of the genome. Nature Publishing Group UK 2021-09-23 /pmc/articles/PMC8460729/ /pubmed/34556684 http://dx.doi.org/10.1038/s41598-021-97852-w Text en © The Author(s) 2021 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
Leong, Patrick P. T.
Mihajlović, Aleksandar
Bogdanović, Nadežda
Breberina, Luka
Xi, Larry
Reconstructing and counting genomic fragments through tagmentation-based haploid phasing
title Reconstructing and counting genomic fragments through tagmentation-based haploid phasing
title_full Reconstructing and counting genomic fragments through tagmentation-based haploid phasing
title_fullStr Reconstructing and counting genomic fragments through tagmentation-based haploid phasing
title_full_unstemmed Reconstructing and counting genomic fragments through tagmentation-based haploid phasing
title_short Reconstructing and counting genomic fragments through tagmentation-based haploid phasing
title_sort reconstructing and counting genomic fragments through tagmentation-based haploid phasing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8460729/
https://www.ncbi.nlm.nih.gov/pubmed/34556684
http://dx.doi.org/10.1038/s41598-021-97852-w
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