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Assessment of circulating copy number variant detection for cancer screening

Current high-sensitivity cancer screening methods, largely utilizing correlative biomarkers, suffer from false positive rates that lead to unnecessary medical procedures and debatable public health benefit overall. Detection of circulating tumor DNA (ctDNA), a causal biomarker, has the potential to...

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Autores principales: Molparia, Bhuvan, Nichani, Eshaan, Torkamani, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5501586/
https://www.ncbi.nlm.nih.gov/pubmed/28686671
http://dx.doi.org/10.1371/journal.pone.0180647
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author Molparia, Bhuvan
Nichani, Eshaan
Torkamani, Ali
author_facet Molparia, Bhuvan
Nichani, Eshaan
Torkamani, Ali
author_sort Molparia, Bhuvan
collection PubMed
description Current high-sensitivity cancer screening methods, largely utilizing correlative biomarkers, suffer from false positive rates that lead to unnecessary medical procedures and debatable public health benefit overall. Detection of circulating tumor DNA (ctDNA), a causal biomarker, has the potential to revolutionize cancer screening. Thus far, the majority of ctDNA studies have focused on detection of tumor-specific point mutations after cancer diagnosis for the purpose of post-treatment surveillance. However, ctDNA point mutation detection methods developed to date likely lack either the scope or analytical sensitivity necessary to be useful for cancer screening, due to the low (<1%) ctDNA fraction derived from early stage tumors. On the other hand, tumor-derived copy number variant (CNV) detection is hypothetically a superior means of ctDNA-based cancer screening for many tumor types, given that, relative to point mutations, each individual tumor CNV contributes a much larger number of ctDNA fragments to the overall pool of circulating free DNA (cfDNA). A small number of studies have demonstrated the potential of ctDNA CNV-based screening in select cancer types. Here we perform an in silico assessment of the potential for ctDNA CNV-based cancer screening across many common cancers, and suggest ctDNA CNV detection shows promise as a broad cancer screening methodology.
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spelling pubmed-55015862017-07-25 Assessment of circulating copy number variant detection for cancer screening Molparia, Bhuvan Nichani, Eshaan Torkamani, Ali PLoS One Research Article Current high-sensitivity cancer screening methods, largely utilizing correlative biomarkers, suffer from false positive rates that lead to unnecessary medical procedures and debatable public health benefit overall. Detection of circulating tumor DNA (ctDNA), a causal biomarker, has the potential to revolutionize cancer screening. Thus far, the majority of ctDNA studies have focused on detection of tumor-specific point mutations after cancer diagnosis for the purpose of post-treatment surveillance. However, ctDNA point mutation detection methods developed to date likely lack either the scope or analytical sensitivity necessary to be useful for cancer screening, due to the low (<1%) ctDNA fraction derived from early stage tumors. On the other hand, tumor-derived copy number variant (CNV) detection is hypothetically a superior means of ctDNA-based cancer screening for many tumor types, given that, relative to point mutations, each individual tumor CNV contributes a much larger number of ctDNA fragments to the overall pool of circulating free DNA (cfDNA). A small number of studies have demonstrated the potential of ctDNA CNV-based screening in select cancer types. Here we perform an in silico assessment of the potential for ctDNA CNV-based cancer screening across many common cancers, and suggest ctDNA CNV detection shows promise as a broad cancer screening methodology. Public Library of Science 2017-07-07 /pmc/articles/PMC5501586/ /pubmed/28686671 http://dx.doi.org/10.1371/journal.pone.0180647 Text en © 2017 Molparia et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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
Molparia, Bhuvan
Nichani, Eshaan
Torkamani, Ali
Assessment of circulating copy number variant detection for cancer screening
title Assessment of circulating copy number variant detection for cancer screening
title_full Assessment of circulating copy number variant detection for cancer screening
title_fullStr Assessment of circulating copy number variant detection for cancer screening
title_full_unstemmed Assessment of circulating copy number variant detection for cancer screening
title_short Assessment of circulating copy number variant detection for cancer screening
title_sort assessment of circulating copy number variant detection for cancer screening
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5501586/
https://www.ncbi.nlm.nih.gov/pubmed/28686671
http://dx.doi.org/10.1371/journal.pone.0180647
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