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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
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.
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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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