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Immune DNA signature of T-cell infiltration in breast tumor exomes
Tumor infiltrating lymphocytes (TILs) have been associated with favorable prognosis in multiple tumor types. The Cancer Genome Atlas (TCGA) represents the largest collection of cancer molecular data, but lacks detailed information about the immune environment. Here, we show that exome reads mapping...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4958917/ https://www.ncbi.nlm.nih.gov/pubmed/27452728 http://dx.doi.org/10.1038/srep30064 |
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author | Levy, Eric Marty, Rachel Gárate Calderón, Valentina Woo, Brian Dow, Michelle Armisen, Ricardo Carter, Hannah Harismendy, Olivier |
author_facet | Levy, Eric Marty, Rachel Gárate Calderón, Valentina Woo, Brian Dow, Michelle Armisen, Ricardo Carter, Hannah Harismendy, Olivier |
author_sort | Levy, Eric |
collection | PubMed |
description | Tumor infiltrating lymphocytes (TILs) have been associated with favorable prognosis in multiple tumor types. The Cancer Genome Atlas (TCGA) represents the largest collection of cancer molecular data, but lacks detailed information about the immune environment. Here, we show that exome reads mapping to the complementarity-determining-region 3 (CDR3) of mature T-cell receptor beta (TCRB) can be used as an immune DNA (iDNA) signature. Specifically, we propose a method to identify CDR3 reads in a breast tumor exome and validate it using deep TCRB sequencing. In 1,078 TCGA breast cancer exomes, the fraction of CDR3 reads was associated with TILs fraction, tumor purity, adaptive immunity gene expression signatures and improved survival in Her2+ patients. Only 2/839 TCRB clonotypes were shared between patients and none associated with a specific HLA allele or somatic driver mutations. The iDNA biomarker enriches the comprehensive dataset collected through TCGA, revealing associations with other molecular features and clinical outcomes. |
format | Online Article Text |
id | pubmed-4958917 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-49589172016-08-04 Immune DNA signature of T-cell infiltration in breast tumor exomes Levy, Eric Marty, Rachel Gárate Calderón, Valentina Woo, Brian Dow, Michelle Armisen, Ricardo Carter, Hannah Harismendy, Olivier Sci Rep Article Tumor infiltrating lymphocytes (TILs) have been associated with favorable prognosis in multiple tumor types. The Cancer Genome Atlas (TCGA) represents the largest collection of cancer molecular data, but lacks detailed information about the immune environment. Here, we show that exome reads mapping to the complementarity-determining-region 3 (CDR3) of mature T-cell receptor beta (TCRB) can be used as an immune DNA (iDNA) signature. Specifically, we propose a method to identify CDR3 reads in a breast tumor exome and validate it using deep TCRB sequencing. In 1,078 TCGA breast cancer exomes, the fraction of CDR3 reads was associated with TILs fraction, tumor purity, adaptive immunity gene expression signatures and improved survival in Her2+ patients. Only 2/839 TCRB clonotypes were shared between patients and none associated with a specific HLA allele or somatic driver mutations. The iDNA biomarker enriches the comprehensive dataset collected through TCGA, revealing associations with other molecular features and clinical outcomes. Nature Publishing Group 2016-07-25 /pmc/articles/PMC4958917/ /pubmed/27452728 http://dx.doi.org/10.1038/srep30064 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Levy, Eric Marty, Rachel Gárate Calderón, Valentina Woo, Brian Dow, Michelle Armisen, Ricardo Carter, Hannah Harismendy, Olivier Immune DNA signature of T-cell infiltration in breast tumor exomes |
title | Immune DNA signature of T-cell infiltration in breast tumor exomes |
title_full | Immune DNA signature of T-cell infiltration in breast tumor exomes |
title_fullStr | Immune DNA signature of T-cell infiltration in breast tumor exomes |
title_full_unstemmed | Immune DNA signature of T-cell infiltration in breast tumor exomes |
title_short | Immune DNA signature of T-cell infiltration in breast tumor exomes |
title_sort | immune dna signature of t-cell infiltration in breast tumor exomes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4958917/ https://www.ncbi.nlm.nih.gov/pubmed/27452728 http://dx.doi.org/10.1038/srep30064 |
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