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Germline genetic contribution to the immune landscape of cancer

Rosalyn W. Sayaman, View ORCID ProfileMohamad Saad, Vésteinn Thorsson, Wouter Hendrickx, View ORCID ProfileJessica Roelands, View ORCID ProfileYounes Mokrab, Farshad Farshidfar, Tomas Kirchhoff, Randy F. Sweis, Oliver F. Bathe, Eduard Porta-Pardo, Michael J. Campbell, Cynthia Stretch, Donglei Hu, Scott Huntsman, Rebecca E. Graff, Najeeb Syed, Laszlo Radvanyi, Simon Shelley, Denise Wolf, Francesco M. Marincola, Michele Ceccarelli, Jérôme Galon, Elad Ziv, Davide Bedognetti
doi: https://doi.org/10.1101/2020.01.30.926527
Rosalyn W. Sayaman
1Department of Population Sciences, Beckman Research Institute, City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
2Department of Laboratory Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94143, USA
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  • For correspondence: rosalyn.sayaman@gmail.com Elad.Ziv@ucsf.edu dbedognetti@sidra.org
Mohamad Saad
3Qatar Computing Research Institute, Hamad Bin Khalifa University, Doha, Qatar
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  • ORCID record for Mohamad Saad
Vésteinn Thorsson
4Institute for Systems Biology, Seattle, WA 98109, USA
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Wouter Hendrickx
5Research Branch, Sidra Medicine, PO Box 26999 Doha, Qatar
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Jessica Roelands
5Research Branch, Sidra Medicine, PO Box 26999 Doha, Qatar
6Department of Surgery, Leiden University Medical Center, 2333 ZA Leiden, the Netherlands
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Younes Mokrab
5Research Branch, Sidra Medicine, PO Box 26999 Doha, Qatar
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Farshad Farshidfar
7Department of Oncology, University of Calgary, Alberta AB T2N 4N1, Canada
8Arnie Charbonneau Cancer Institute, Calgary, Alberta AB T2N 4N1, Canada
9Department of Biomedical Data Science and Institute for Stem Cell Biology and Regenerative Medicine, School of Medicine, Stanford University, Stanford, CA 94305, USA
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Tomas Kirchhoff
10Perlmutter Comprehensive Cancer Center, New York University School of Medicine, New York University Langone Health New York, New York, NY 10016, USA
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Randy F. Sweis
11Department of Medicine, Section of Hematology/Oncology, Committee on Clinical Pharmacology and Pharmacogenomics, Committee on Immunology, University of Chicago, Chicago, IL 60637, USA
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Oliver F. Bathe
7Department of Oncology, University of Calgary, Alberta AB T2N 4N1, Canada
8Arnie Charbonneau Cancer Institute, Calgary, Alberta AB T2N 4N1, Canada
12Department of Surgery, University of Calgary, Calgary, Alberta AB T2N 4N1, Canada
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Eduard Porta-Pardo
13Barcelona Supercomputing Center (BSC), Josep Carreras Leukaemia Research Institute (IJC), Badalona, 08034 Barcelona, Catalonia, Spain
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Michael J. Campbell
14Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
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Cynthia Stretch
7Department of Oncology, University of Calgary, Alberta AB T2N 4N1, Canada
8Arnie Charbonneau Cancer Institute, Calgary, Alberta AB T2N 4N1, Canada
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Donglei Hu
15Department of Medicine, Institute for Human Genetics, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94143, USA
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Scott Huntsman
15Department of Medicine, Institute for Human Genetics, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94143, USA
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Rebecca E. Graff
16Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA 94143, USA
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Najeeb Syed
5Research Branch, Sidra Medicine, PO Box 26999 Doha, Qatar
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Laszlo Radvanyi
17Ontario Institute for Cancer Research, Toronto, Ontario M5G 0A3, Canada
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Simon Shelley
18Department of Research and Development, Leukemia Therapeutics, LLC, Hull, MA 02045, USA
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Denise Wolf
2Department of Laboratory Medicine, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94143, USA
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Francesco M. Marincola
19Refuge Biotechnologies Inc., Menlo Park, CA 94025, USA
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Michele Ceccarelli
20Department of Electrical Engineering and Information Technology, University of Naples “Federico II”, 80128 Naples, Italy
21Istituto di Ricerche Genetiche “G. Salvatore”, Biogem s.c.ar.l, 83031 Ariano Irpino, Italy
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Jérôme Galon
22INSERM, Laboratory of Integrative Cancer Immunology, Sorbonne Université, Sorbonne Paris Cité, Université Paris Descartes, Université Paris Diderot, Centre de Recherche des Cordeliers, 75006 Paris, France
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Elad Ziv
15Department of Medicine, Institute for Human Genetics, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA 94143, USA
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  • For correspondence: rosalyn.sayaman@gmail.com Elad.Ziv@ucsf.edu dbedognetti@sidra.org
Davide Bedognetti
5Research Branch, Sidra Medicine, PO Box 26999 Doha, Qatar
23College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
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  • For correspondence: rosalyn.sayaman@gmail.com Elad.Ziv@ucsf.edu dbedognetti@sidra.org
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Summary

The role of germline genetics in shaping the tumor immune landscape is largely unknown. Using genotypes from >9,000 individuals in The Cancer Genome Atlas, we investigated the association of common and rare variants with 139 well-defined immune traits. Our analysis of common variants identified 10 immune traits with significant heritability estimates, and an additional 23 with suggestive heritability, including estimates of T-cell subset abundance and interferon signaling. We performed genome-wide association on the 33 heritable traits and identified 23 genome-wide significant loci associated with at least one immune trait, including SNPs in the IFIH1 locus previously associated with several autoimmune diseases. We also found significant associations between immune traits and pathogenic or likely-pathogenic rare variants in BRCA1 and in genes functionally linked to telomere stabilization, and Wnt/Beta-catenin signaling. We conclude that germline genetic variants significantly impact the composition and functional orientation of the tumor immune microenvironment.

Footnotes

  • ↵25 Lead contact

  • ↵26 Senior authors

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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. All rights reserved. No reuse allowed without permission.
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Posted January 31, 2020.
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Germline genetic contribution to the immune landscape of cancer
Rosalyn W. Sayaman, Mohamad Saad, Vésteinn Thorsson, Wouter Hendrickx, Jessica Roelands, Younes Mokrab, Farshad Farshidfar, Tomas Kirchhoff, Randy F. Sweis, Oliver F. Bathe, Eduard Porta-Pardo, Michael J. Campbell, Cynthia Stretch, Donglei Hu, Scott Huntsman, Rebecca E. Graff, Najeeb Syed, Laszlo Radvanyi, Simon Shelley, Denise Wolf, Francesco M. Marincola, Michele Ceccarelli, Jérôme Galon, Elad Ziv, Davide Bedognetti
bioRxiv 2020.01.30.926527; doi: https://doi.org/10.1101/2020.01.30.926527
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Germline genetic contribution to the immune landscape of cancer
Rosalyn W. Sayaman, Mohamad Saad, Vésteinn Thorsson, Wouter Hendrickx, Jessica Roelands, Younes Mokrab, Farshad Farshidfar, Tomas Kirchhoff, Randy F. Sweis, Oliver F. Bathe, Eduard Porta-Pardo, Michael J. Campbell, Cynthia Stretch, Donglei Hu, Scott Huntsman, Rebecca E. Graff, Najeeb Syed, Laszlo Radvanyi, Simon Shelley, Denise Wolf, Francesco M. Marincola, Michele Ceccarelli, Jérôme Galon, Elad Ziv, Davide Bedognetti
bioRxiv 2020.01.30.926527; doi: https://doi.org/10.1101/2020.01.30.926527

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