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Immune DNA signature of T-cell infiltration in breast tumor exomes

Eric Levy, Rachel Marty, Valentina Garate-Calderon, Brian Woo, Michelle Dow, Ricardo Armisen, Hannah Carter, Olivier Harismendy
doi: https://doi.org/10.1101/047753
Eric Levy
1Division of Biomedical Informatics, Department of Medicine, University of California San Diego
2Bioinformatics and Systems Biology Graduate Program, University of California San Diego
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Rachel Marty
2Bioinformatics and Systems Biology Graduate Program, University of California San Diego
3Division of Medical Genetics, Department of Medicine, University of California San Diego
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Valentina Garate-Calderon
4Centro de Investigación y Tratamiento del Cancer, Facultad de Medicina, Universidad de Chile
5Center for Excellence in Precision Medicine, Pfizer Chile
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Brian Woo
6Moores Cancer Center, University of California San Diego
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Michelle Dow
1Division of Biomedical Informatics, Department of Medicine, University of California San Diego
2Bioinformatics and Systems Biology Graduate Program, University of California San Diego
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Ricardo Armisen
4Centro de Investigación y Tratamiento del Cancer, Facultad de Medicina, Universidad de Chile
5Center for Excellence in Precision Medicine, Pfizer Chile
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Hannah Carter
3Division of Medical Genetics, Department of Medicine, University of California San Diego
6Moores Cancer Center, University of California San Diego
7Institute for Genomic Medicine, University of California San Diego
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Olivier Harismendy
1Division of Biomedical Informatics, Department of Medicine, University of California San Diego
6Moores Cancer Center, University of California San Diego
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  • For correspondence: oharismendy@ucsd.edu
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Abstract

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.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted April 08, 2016.
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Immune DNA signature of T-cell infiltration in breast tumor exomes
Eric Levy, Rachel Marty, Valentina Garate-Calderon, Brian Woo, Michelle Dow, Ricardo Armisen, Hannah Carter, Olivier Harismendy
bioRxiv 047753; doi: https://doi.org/10.1101/047753
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Immune DNA signature of T-cell infiltration in breast tumor exomes
Eric Levy, Rachel Marty, Valentina Garate-Calderon, Brian Woo, Michelle Dow, Ricardo Armisen, Hannah Carter, Olivier Harismendy
bioRxiv 047753; doi: https://doi.org/10.1101/047753

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