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Cancer “-omics”

Genomic Alterations during the In Situ to Invasive Ductal Breast Carcinoma Transition Shaped by the Immune System

Anne Trinh, Carlos R. Gil Del Alcazar, Sachet A. Shukla, Koei Chin, Young Hwan Chang, Guillaume Thibault, Jennifer Eng, Bojana Jovanović, C. Marcelo Aldaz, So Yeon Park, Joon Jeong, Catherine Wu, Joe Gray and Kornelia Polyak
Anne Trinh
1Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
2Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
3Department of Medicine, Harvard Medical School, Boston, Massachusetts.
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  • ORCID record for Anne Trinh
Carlos R. Gil Del Alcazar
1Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
2Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
3Department of Medicine, Harvard Medical School, Boston, Massachusetts.
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Sachet A. Shukla
1Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
2Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
3Department of Medicine, Harvard Medical School, Boston, Massachusetts.
4Broad Institute of Harvard and MIT, Cambridge, Massachusetts.
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  • ORCID record for Sachet A. Shukla
Koei Chin
5Department of Biomedical Engineering and OHSU Center for Spatial Systems Biomedicine (OCSSB), Oregon Health and Science University, Portland, Oregon.
6Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon.
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  • ORCID record for Koei Chin
Young Hwan Chang
5Department of Biomedical Engineering and OHSU Center for Spatial Systems Biomedicine (OCSSB), Oregon Health and Science University, Portland, Oregon.
6Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon.
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Guillaume Thibault
5Department of Biomedical Engineering and OHSU Center for Spatial Systems Biomedicine (OCSSB), Oregon Health and Science University, Portland, Oregon.
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Jennifer Eng
5Department of Biomedical Engineering and OHSU Center for Spatial Systems Biomedicine (OCSSB), Oregon Health and Science University, Portland, Oregon.
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Bojana Jovanović
1Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
2Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
3Department of Medicine, Harvard Medical School, Boston, Massachusetts.
4Broad Institute of Harvard and MIT, Cambridge, Massachusetts.
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C. Marcelo Aldaz
7Department of Epigenetics and Molecular Carcinogenesis, University of Texas MD Anderson Cancer Center, Houston, Texas.
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  • ORCID record for C. Marcelo Aldaz
So Yeon Park
8Department of Pathology, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea.
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Joon Jeong
9Department of Surgery, Gangnam Severance Hospital, Yonsei University Medical College, Seoul, Korea.
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Catherine Wu
1Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
2Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
3Department of Medicine, Harvard Medical School, Boston, Massachusetts.
4Broad Institute of Harvard and MIT, Cambridge, Massachusetts.
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Joe Gray
5Department of Biomedical Engineering and OHSU Center for Spatial Systems Biomedicine (OCSSB), Oregon Health and Science University, Portland, Oregon.
6Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon.
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Kornelia Polyak
1Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
2Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
3Department of Medicine, Harvard Medical School, Boston, Massachusetts.
4Broad Institute of Harvard and MIT, Cambridge, Massachusetts.
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  • For correspondence: kornelia_polyak@dfci.harvard.edu
DOI: 10.1158/1541-7786.MCR-20-0949
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Abstract

The drivers of ductal carcinoma in situ (DCIS) to invasive ductal carcinoma (IDC) transition are poorly understood. Here, we conducted an integrated genomic, transcriptomic, and whole-slide image analysis to evaluate changes in copy-number profiles, mutational profiles, expression, neoantigen load, and topology in 6 cases of matched pure DCIS and recurrent IDC. We demonstrate through combined copy-number and mutational analysis that recurrent IDC can be genetically related to its pure DCIS despite long latency periods and therapeutic interventions. Immune “hot” and “cold” tumors can arise as early as DCIS and are subtype-specific. Topologic analysis showed a similar degree of pan-leukocyte-tumor mixing in both DCIS and IDC but differ when assessing specific immune subpopulations such as CD4 T cells and CD68 macrophages. Tumor-specific copy-number aberrations in MHC-I presentation machinery and losses in 3p, 4q, and 5p are associated with differences in immune signaling in estrogen receptor (ER)-negative IDC. Common oncogenic hotspot mutations in genes including TP53 and PIK3CA are predicted to be neoantigens yet are paradoxically conserved during the DCIS-to-IDC transition, and are associated with differences in immune signaling. We highlight both tumor and immune-specific changes in the transition of pure DCIS to IDC, including genetic changes in tumor cells that may have a role in modulating immune function and assist in immune escape, driving the transition to IDC.

Implications: We demonstrate that the in situ to IDC evolutionary bottleneck is shaped by both tumor and immune cells.

Footnotes

  • Note: Supplementary data for this article are available at Molecular Cancer Research Online (http://mcr.aacrjournals.org/).

  • Mol Cancer Res 2021;XX:XX–XX

  • Received October 28, 2020.
  • Revision received November 19, 2020.
  • Accepted December 14, 2020.
  • Published first December 18, 2020.
  • ©2020 American Association for Cancer Research.
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This OnlineFirst version was published on January 14, 2021
doi: 10.1158/1541-7786.MCR-20-0949

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Genomic Alterations during the In Situ to Invasive Ductal Breast Carcinoma Transition Shaped by the Immune System
Anne Trinh, Carlos R. Gil Del Alcazar, Sachet A. Shukla, Koei Chin, Young Hwan Chang, Guillaume Thibault, Jennifer Eng, Bojana Jovanović, C. Marcelo Aldaz, So Yeon Park, Joon Jeong, Catherine Wu, Joe Gray and Kornelia Polyak
Mol Cancer Res January 14 2021 DOI: 10.1158/1541-7786.MCR-20-0949

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Genomic Alterations during the In Situ to Invasive Ductal Breast Carcinoma Transition Shaped by the Immune System
Anne Trinh, Carlos R. Gil Del Alcazar, Sachet A. Shukla, Koei Chin, Young Hwan Chang, Guillaume Thibault, Jennifer Eng, Bojana Jovanović, C. Marcelo Aldaz, So Yeon Park, Joon Jeong, Catherine Wu, Joe Gray and Kornelia Polyak
Mol Cancer Res January 14 2021 DOI: 10.1158/1541-7786.MCR-20-0949
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