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Refphase: Multi-sample phasing reveals haplotype-specific copy number heterogeneity
Most computational methods that infer somatic copy number alterations (SCNAs) from bulk sequencing of DNA analyse tumour samples individually. However, the sequencing of multiple tumour samples from a patient’s disease is an increasingly common practice. We introduce Refphase, an algorithm that leve...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10621967/ https://www.ncbi.nlm.nih.gov/pubmed/37871126 http://dx.doi.org/10.1371/journal.pcbi.1011379 |
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author | Watkins, Thomas B. K. Colliver, Emma C. Huska, Matthew R. Kaufmann, Tom L. Lim, Emilia L. Duncan, Cody B. Haase, Kerstin Van Loo, Peter Swanton, Charles McGranahan, Nicholas Schwarz, Roland F. |
author_facet | Watkins, Thomas B. K. Colliver, Emma C. Huska, Matthew R. Kaufmann, Tom L. Lim, Emilia L. Duncan, Cody B. Haase, Kerstin Van Loo, Peter Swanton, Charles McGranahan, Nicholas Schwarz, Roland F. |
author_sort | Watkins, Thomas B. K. |
collection | PubMed |
description | Most computational methods that infer somatic copy number alterations (SCNAs) from bulk sequencing of DNA analyse tumour samples individually. However, the sequencing of multiple tumour samples from a patient’s disease is an increasingly common practice. We introduce Refphase, an algorithm that leverages this multi-sampling approach to infer haplotype-specific copy numbers through multi-sample phasing. We demonstrate Refphase’s ability to infer haplotype-specific SCNAs and characterise their intra-tumour heterogeneity, to uncover previously undetected allelic imbalance in low purity samples, and to identify parallel evolution in the context of whole genome doubling in a pan-cancer cohort of 336 samples from 99 tumours. |
format | Online Article Text |
id | pubmed-10621967 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-106219672023-11-03 Refphase: Multi-sample phasing reveals haplotype-specific copy number heterogeneity Watkins, Thomas B. K. Colliver, Emma C. Huska, Matthew R. Kaufmann, Tom L. Lim, Emilia L. Duncan, Cody B. Haase, Kerstin Van Loo, Peter Swanton, Charles McGranahan, Nicholas Schwarz, Roland F. PLoS Comput Biol Research Article Most computational methods that infer somatic copy number alterations (SCNAs) from bulk sequencing of DNA analyse tumour samples individually. However, the sequencing of multiple tumour samples from a patient’s disease is an increasingly common practice. We introduce Refphase, an algorithm that leverages this multi-sampling approach to infer haplotype-specific copy numbers through multi-sample phasing. We demonstrate Refphase’s ability to infer haplotype-specific SCNAs and characterise their intra-tumour heterogeneity, to uncover previously undetected allelic imbalance in low purity samples, and to identify parallel evolution in the context of whole genome doubling in a pan-cancer cohort of 336 samples from 99 tumours. Public Library of Science 2023-10-23 /pmc/articles/PMC10621967/ /pubmed/37871126 http://dx.doi.org/10.1371/journal.pcbi.1011379 Text en © 2023 Watkins et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Watkins, Thomas B. K. Colliver, Emma C. Huska, Matthew R. Kaufmann, Tom L. Lim, Emilia L. Duncan, Cody B. Haase, Kerstin Van Loo, Peter Swanton, Charles McGranahan, Nicholas Schwarz, Roland F. Refphase: Multi-sample phasing reveals haplotype-specific copy number heterogeneity |
title | Refphase: Multi-sample phasing reveals haplotype-specific copy number heterogeneity |
title_full | Refphase: Multi-sample phasing reveals haplotype-specific copy number heterogeneity |
title_fullStr | Refphase: Multi-sample phasing reveals haplotype-specific copy number heterogeneity |
title_full_unstemmed | Refphase: Multi-sample phasing reveals haplotype-specific copy number heterogeneity |
title_short | Refphase: Multi-sample phasing reveals haplotype-specific copy number heterogeneity |
title_sort | refphase: multi-sample phasing reveals haplotype-specific copy number heterogeneity |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10621967/ https://www.ncbi.nlm.nih.gov/pubmed/37871126 http://dx.doi.org/10.1371/journal.pcbi.1011379 |
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