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Heat selection enables highly scalable methylome profiling in cell-free DNA for noninvasive monitoring of cancer patients

Genome-wide analysis of cell-free DNA methylation profile is a promising approach for sensitive and specific detection of many cancers. However, scaling such assays for clinical translation is impractical because of the high cost of whole-genome bisulfite sequencing. We show that the small fraction...

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Autores principales: Cheruba, Elsie, Viswanathan, Ramya, Wong, Pui-Mun, Womersley, Howard John, Han, Shuting, Tay, Brenda, Lau, Yiting, Gan, Anna, Poon, Polly S. Y., Skanderup, Anders, Ng, Sarah B., Chok, Aik Yong, Chong, Dawn Qingqing, Tan, Iain Beehuat, Cheow, Lih Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462700/
https://www.ncbi.nlm.nih.gov/pubmed/36083902
http://dx.doi.org/10.1126/sciadv.abn4030
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author Cheruba, Elsie
Viswanathan, Ramya
Wong, Pui-Mun
Womersley, Howard John
Han, Shuting
Tay, Brenda
Lau, Yiting
Gan, Anna
Poon, Polly S. Y.
Skanderup, Anders
Ng, Sarah B.
Chok, Aik Yong
Chong, Dawn Qingqing
Tan, Iain Beehuat
Cheow, Lih Feng
author_facet Cheruba, Elsie
Viswanathan, Ramya
Wong, Pui-Mun
Womersley, Howard John
Han, Shuting
Tay, Brenda
Lau, Yiting
Gan, Anna
Poon, Polly S. Y.
Skanderup, Anders
Ng, Sarah B.
Chok, Aik Yong
Chong, Dawn Qingqing
Tan, Iain Beehuat
Cheow, Lih Feng
author_sort Cheruba, Elsie
collection PubMed
description Genome-wide analysis of cell-free DNA methylation profile is a promising approach for sensitive and specific detection of many cancers. However, scaling such assays for clinical translation is impractical because of the high cost of whole-genome bisulfite sequencing. We show that the small fraction of GC-rich genome is highly enriched in CpG sites and disproportionately harbors most of the cancer-specific methylation signature. Here, we report on the simple and effective heat enrichment of CpG-rich regions for bisulfite sequencing (Heatrich-BS) platform that allows for focused methylation profiling in these highly informative regions. Our novel method and bioinformatics algorithm enable accurate tumor burden estimation and quantitative tracking of colorectal cancer patient’s response to treatment at much reduced sequencing cost suitable for frequent monitoring. We also show tumor epigenetic subtyping using Heatrich-BS, which could enable patient stratification. Heatrich-BS holds great potential for highly scalable screening and monitoring of cancer using liquid biopsy.
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spelling pubmed-94627002022-09-23 Heat selection enables highly scalable methylome profiling in cell-free DNA for noninvasive monitoring of cancer patients Cheruba, Elsie Viswanathan, Ramya Wong, Pui-Mun Womersley, Howard John Han, Shuting Tay, Brenda Lau, Yiting Gan, Anna Poon, Polly S. Y. Skanderup, Anders Ng, Sarah B. Chok, Aik Yong Chong, Dawn Qingqing Tan, Iain Beehuat Cheow, Lih Feng Sci Adv Biomedicine and Life Sciences Genome-wide analysis of cell-free DNA methylation profile is a promising approach for sensitive and specific detection of many cancers. However, scaling such assays for clinical translation is impractical because of the high cost of whole-genome bisulfite sequencing. We show that the small fraction of GC-rich genome is highly enriched in CpG sites and disproportionately harbors most of the cancer-specific methylation signature. Here, we report on the simple and effective heat enrichment of CpG-rich regions for bisulfite sequencing (Heatrich-BS) platform that allows for focused methylation profiling in these highly informative regions. Our novel method and bioinformatics algorithm enable accurate tumor burden estimation and quantitative tracking of colorectal cancer patient’s response to treatment at much reduced sequencing cost suitable for frequent monitoring. We also show tumor epigenetic subtyping using Heatrich-BS, which could enable patient stratification. Heatrich-BS holds great potential for highly scalable screening and monitoring of cancer using liquid biopsy. American Association for the Advancement of Science 2022-09-09 /pmc/articles/PMC9462700/ /pubmed/36083902 http://dx.doi.org/10.1126/sciadv.abn4030 Text en Copyright © 2022 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (https://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Biomedicine and Life Sciences
Cheruba, Elsie
Viswanathan, Ramya
Wong, Pui-Mun
Womersley, Howard John
Han, Shuting
Tay, Brenda
Lau, Yiting
Gan, Anna
Poon, Polly S. Y.
Skanderup, Anders
Ng, Sarah B.
Chok, Aik Yong
Chong, Dawn Qingqing
Tan, Iain Beehuat
Cheow, Lih Feng
Heat selection enables highly scalable methylome profiling in cell-free DNA for noninvasive monitoring of cancer patients
title Heat selection enables highly scalable methylome profiling in cell-free DNA for noninvasive monitoring of cancer patients
title_full Heat selection enables highly scalable methylome profiling in cell-free DNA for noninvasive monitoring of cancer patients
title_fullStr Heat selection enables highly scalable methylome profiling in cell-free DNA for noninvasive monitoring of cancer patients
title_full_unstemmed Heat selection enables highly scalable methylome profiling in cell-free DNA for noninvasive monitoring of cancer patients
title_short Heat selection enables highly scalable methylome profiling in cell-free DNA for noninvasive monitoring of cancer patients
title_sort heat selection enables highly scalable methylome profiling in cell-free dna for noninvasive monitoring of cancer patients
topic Biomedicine and Life Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9462700/
https://www.ncbi.nlm.nih.gov/pubmed/36083902
http://dx.doi.org/10.1126/sciadv.abn4030
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