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Liquidhope: methylome and genomic profiling from very limited quantities of plasma-derived DNA

Analysis of the methylome of tumor cell-free deoxyribonucleic acid (DNA; cfDNA) has emerged as a powerful non-invasive technique for cancer subtyping and prognosis. However, its application is frequently hampered by the quality and total cfDNA yield. Here, we demonstrate the feasibility of very low-...

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Autores principales: Trinidad, Eva María, Vidal, Enrique, Coronado, Esther, Esteve-Codina, Anna, Castel, Victoria, Cañete, Adela, Gut, Marta, Heath, Simon, Font de Mora, Jaime
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9851319/
https://www.ncbi.nlm.nih.gov/pubmed/36611239
http://dx.doi.org/10.1093/bib/bbac575
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author Trinidad, Eva María
Vidal, Enrique
Coronado, Esther
Esteve-Codina, Anna
Castel, Victoria
Cañete, Adela
Gut, Marta
Heath, Simon
Font de Mora, Jaime
author_facet Trinidad, Eva María
Vidal, Enrique
Coronado, Esther
Esteve-Codina, Anna
Castel, Victoria
Cañete, Adela
Gut, Marta
Heath, Simon
Font de Mora, Jaime
author_sort Trinidad, Eva María
collection PubMed
description Analysis of the methylome of tumor cell-free deoxyribonucleic acid (DNA; cfDNA) has emerged as a powerful non-invasive technique for cancer subtyping and prognosis. However, its application is frequently hampered by the quality and total cfDNA yield. Here, we demonstrate the feasibility of very low-input cfDNA for whole-methylome and copy-number profiling studies using enzymatic conversion of unmethylated cysteines [enzymatic methyl-seq (EM-seq)] to better preserve DNA integrity. We created a model for predicting genomic subtyping and prognosis with high accuracy. We validated our tool by comparing whole-genome CpG sequencing with in situ cohorts generated with bisulfite conversion and array hybridization, demonstrating that, despite the different techniques and sample origins, information on cfDNA methylation is comparable with in situ cohorts. Our findings support use of liquid biopsy followed by EM-seq to assess methylome of cancer patients, enabling validation in external cohorts. This advance is particularly relevant for rare cancers like neuroblastomas where liquid-biopsy volume is restricted by ethical regulations in pediatric patients.
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spelling pubmed-98513192023-01-20 Liquidhope: methylome and genomic profiling from very limited quantities of plasma-derived DNA Trinidad, Eva María Vidal, Enrique Coronado, Esther Esteve-Codina, Anna Castel, Victoria Cañete, Adela Gut, Marta Heath, Simon Font de Mora, Jaime Brief Bioinform Case Study Analysis of the methylome of tumor cell-free deoxyribonucleic acid (DNA; cfDNA) has emerged as a powerful non-invasive technique for cancer subtyping and prognosis. However, its application is frequently hampered by the quality and total cfDNA yield. Here, we demonstrate the feasibility of very low-input cfDNA for whole-methylome and copy-number profiling studies using enzymatic conversion of unmethylated cysteines [enzymatic methyl-seq (EM-seq)] to better preserve DNA integrity. We created a model for predicting genomic subtyping and prognosis with high accuracy. We validated our tool by comparing whole-genome CpG sequencing with in situ cohorts generated with bisulfite conversion and array hybridization, demonstrating that, despite the different techniques and sample origins, information on cfDNA methylation is comparable with in situ cohorts. Our findings support use of liquid biopsy followed by EM-seq to assess methylome of cancer patients, enabling validation in external cohorts. This advance is particularly relevant for rare cancers like neuroblastomas where liquid-biopsy volume is restricted by ethical regulations in pediatric patients. Oxford University Press 2023-01-05 /pmc/articles/PMC9851319/ /pubmed/36611239 http://dx.doi.org/10.1093/bib/bbac575 Text en © The Author(s) 2023. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Case Study
Trinidad, Eva María
Vidal, Enrique
Coronado, Esther
Esteve-Codina, Anna
Castel, Victoria
Cañete, Adela
Gut, Marta
Heath, Simon
Font de Mora, Jaime
Liquidhope: methylome and genomic profiling from very limited quantities of plasma-derived DNA
title Liquidhope: methylome and genomic profiling from very limited quantities of plasma-derived DNA
title_full Liquidhope: methylome and genomic profiling from very limited quantities of plasma-derived DNA
title_fullStr Liquidhope: methylome and genomic profiling from very limited quantities of plasma-derived DNA
title_full_unstemmed Liquidhope: methylome and genomic profiling from very limited quantities of plasma-derived DNA
title_short Liquidhope: methylome and genomic profiling from very limited quantities of plasma-derived DNA
title_sort liquidhope: methylome and genomic profiling from very limited quantities of plasma-derived dna
topic Case Study
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9851319/
https://www.ncbi.nlm.nih.gov/pubmed/36611239
http://dx.doi.org/10.1093/bib/bbac575
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