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Application of single-cell sequencing in human cancer
Precision medicine is emerging as a cornerstone of future cancer care with the objective of providing targeted therapies based on the molecular phenotype of each individual patient. Traditional bulk-level molecular phenotyping of tumours leads to significant information loss, as the molecular profil...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Oxford University Press
2017
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6063300/ https://www.ncbi.nlm.nih.gov/pubmed/29106464 http://dx.doi.org/10.1093/bfgp/elx036 |
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author | Rantalainen, Mattias |
author_facet | Rantalainen, Mattias |
author_sort | Rantalainen, Mattias |
collection | PubMed |
description | Precision medicine is emerging as a cornerstone of future cancer care with the objective of providing targeted therapies based on the molecular phenotype of each individual patient. Traditional bulk-level molecular phenotyping of tumours leads to significant information loss, as the molecular profile represents an average phenotype over large numbers of cells, while cancer is a disease with inherent intra-tumour heterogeneity at the cellular level caused by several factors, including clonal evolution, tissue hierarchies, rare cells and dynamic cell states. Single-cell sequencing provides means to characterize heterogeneity in a large population of cells and opens up opportunity to determine key molecular properties that influence clinical outcomes, including prognosis and probability of treatment response. Single-cell sequencing methods are now reliable enough to be used in many research laboratories, and we are starting to see applications of these technologies for characterization of human primary cancer cells. In this review, we provide an overview of studies that have applied single-cell sequencing to characterize human cancers at the single-cell level, and we discuss some of the current challenges in the field. |
format | Online Article Text |
id | pubmed-6063300 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-60633002018-08-08 Application of single-cell sequencing in human cancer Rantalainen, Mattias Brief Funct Genomics Papers Precision medicine is emerging as a cornerstone of future cancer care with the objective of providing targeted therapies based on the molecular phenotype of each individual patient. Traditional bulk-level molecular phenotyping of tumours leads to significant information loss, as the molecular profile represents an average phenotype over large numbers of cells, while cancer is a disease with inherent intra-tumour heterogeneity at the cellular level caused by several factors, including clonal evolution, tissue hierarchies, rare cells and dynamic cell states. Single-cell sequencing provides means to characterize heterogeneity in a large population of cells and opens up opportunity to determine key molecular properties that influence clinical outcomes, including prognosis and probability of treatment response. Single-cell sequencing methods are now reliable enough to be used in many research laboratories, and we are starting to see applications of these technologies for characterization of human primary cancer cells. In this review, we provide an overview of studies that have applied single-cell sequencing to characterize human cancers at the single-cell level, and we discuss some of the current challenges in the field. Oxford University Press 2017-11-02 /pmc/articles/PMC6063300/ /pubmed/29106464 http://dx.doi.org/10.1093/bfgp/elx036 Text en © The Author 2017. Published by Oxford University Press. http://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 (http://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 | Papers Rantalainen, Mattias Application of single-cell sequencing in human cancer |
title | Application of single-cell sequencing in human cancer |
title_full | Application of single-cell sequencing in human cancer |
title_fullStr | Application of single-cell sequencing in human cancer |
title_full_unstemmed | Application of single-cell sequencing in human cancer |
title_short | Application of single-cell sequencing in human cancer |
title_sort | application of single-cell sequencing in human cancer |
topic | Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6063300/ https://www.ncbi.nlm.nih.gov/pubmed/29106464 http://dx.doi.org/10.1093/bfgp/elx036 |
work_keys_str_mv | AT rantalainenmattias applicationofsinglecellsequencinginhumancancer |