Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Levy, Eric, Marty, Rachel, Gárate Calderón, Valentina, Woo, Brian, Dow, Michelle, Armisen, Ricardo, Carter, Hannah, Harismendy, Olivier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
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
_version_ 1782444339419414528
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
work_keys_str_mv AT levyeric immunednasignatureoftcellinfiltrationinbreasttumorexomes
AT martyrachel immunednasignatureoftcellinfiltrationinbreasttumorexomes
AT garatecalderonvalentina immunednasignatureoftcellinfiltrationinbreasttumorexomes
AT woobrian immunednasignatureoftcellinfiltrationinbreasttumorexomes
AT dowmichelle immunednasignatureoftcellinfiltrationinbreasttumorexomes
AT armisenricardo immunednasignatureoftcellinfiltrationinbreasttumorexomes
AT carterhannah immunednasignatureoftcellinfiltrationinbreasttumorexomes
AT harismendyolivier immunednasignatureoftcellinfiltrationinbreasttumorexomes