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Precision Medicine and Imaging

Expression of T-Cell Exhaustion Molecules and Human Endogenous Retroviruses as Predictive Biomarkers for Response to Nivolumab in Metastatic Clear Cell Renal Cell Carcinoma

Miriam Ficial, Opeyemi A. Jegede, Miriam Sant'Angelo, Yue Hou, Abdallah Flaifel, Jean-Christophe Pignon, David A. Braun, Megan Wind-Rotolo, Maura A. Sticco-Ivins, Paul J. Catalano, Gordon J. Freeman, Arlene H. Sharpe, F. Stephen Hodi, Robert J. Motzer, Catherine J. Wu, Michael B. Atkins, David F. McDermott, Sachet A. Shukla, Toni K. Choueiri and Sabina Signoretti
Miriam Ficial
1Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.
2Harvard Medical School, Boston, Massachusetts.
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  • ORCID record for Miriam Ficial
Opeyemi A. Jegede
3Department of Data Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts.
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  • ORCID record for Opeyemi A. Jegede
Miriam Sant'Angelo
1Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.
2Harvard Medical School, Boston, Massachusetts.
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Yue Hou
4Translational Immunogenomics Laboratory, Dana-Farber Cancer Institute, Boston, Massachusetts.
5Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
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Abdallah Flaifel
1Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.
2Harvard Medical School, Boston, Massachusetts.
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  • ORCID record for Abdallah Flaifel
Jean-Christophe Pignon
1Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.
2Harvard Medical School, Boston, Massachusetts.
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David A. Braun
2Harvard Medical School, Boston, Massachusetts.
5Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
6Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
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Megan Wind-Rotolo
7Bristol-Myers Squibb, Princeton, New Jersey.
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  • ORCID record for Megan Wind-Rotolo
Maura A. Sticco-Ivins
1Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.
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Paul J. Catalano
2Harvard Medical School, Boston, Massachusetts.
3Department of Data Sciences, Dana-Farber Cancer Institute, Boston, Massachusetts.
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Gordon J. Freeman
2Harvard Medical School, Boston, Massachusetts.
5Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
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Arlene H. Sharpe
8Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, Massachusetts.
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F. Stephen Hodi
2Harvard Medical School, Boston, Massachusetts.
9Center for Immune-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
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Robert J. Motzer
10Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
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  • ORCID record for Robert J. Motzer
Catherine J. Wu
2Harvard Medical School, Boston, Massachusetts.
5Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
6Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
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Michael B. Atkins
11Georgetown-Lombardi Comprehensive Cancer Center, Washington, DC.
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David F. McDermott
2Harvard Medical School, Boston, Massachusetts.
12Medical Oncology, Beth Israel Deaconess Medical Center, Boston, Massachusetts.
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Sachet A. Shukla
4Translational Immunogenomics Laboratory, Dana-Farber Cancer Institute, Boston, Massachusetts.
6Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
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Toni K. Choueiri
2Harvard Medical School, Boston, Massachusetts.
5Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
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Sabina Signoretti
1Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts.
2Harvard Medical School, Boston, Massachusetts.
13Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, Massachusetts.
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  • For correspondence: ssignoretti@bwh.harvard.edu
DOI: 10.1158/1078-0432.CCR-20-3084
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Abstract

Purpose: We sought to validate levels of CD8+ tumor-infiltrating cells (TIC) expressing PD-1 but not TIM-3 and LAG-3 (IF biomarker; Pignon and colleagues, 2019) and to investigate human endogenous retroviruses (hERV) as predictors of response to anti–PD-1 in a randomized trial of nivolumab (nivo) versus everolimus (evero) in patients with metastatic clear cell renal cell carcinoma (mccRCC; CheckMate-025).

Experimental Design: Tumor tissues (nivo: n = 116, evero: n = 107) were analyzed by multiparametric immunofluorescence (IF) and qRT-PCR. Genomic/transcriptomic analyses were performed in a subset of samples. Clinical endpoints included objective response rate (ORR), progression-free survival (PFS), overall survival (OS), and durable response rate (DRR, defined as complete response or partial response with a PFS ≥ 12 months).

Results: In the nivo (but not evero) arm, patients with high-IF biomarker density (24/116, 20.7%) had higher ORR (45.8% vs. 19.6%, P = 0.01) and DRR (33.3% vs. 14.1%, P = 0.03) and longer median PFS (9.6 vs. 3.7 months, P = 0.03) than patients with low-IF biomarker. By RNA sequencing, several inflammatory pathways (q < 0.1) and immune-related gene signature scores (q < 0.05) were enriched in the high-IF biomarker group. When combined with the IF biomarker, tumor cell (TC) PD-L1 expression (≥1%) further separated clinical outcomes in the nivo arm. ERVE-4 expression was associated with increased DRR and longer PFS in nivo-treated patients.

Conclusions: High levels of CD8+ TIC expressing PD-1 but not TIM-3 and LAG-3 and ERVE-4 expression predicted response to nivo (but not to evero) in patients with mccRCC. Combination of the IF biomarker with TC PD-L1 improved its predictive value, confirming our previous findings.

Footnotes

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

  • Prior presentation: These data have been partially presented at the 2020 ASCO Annual Meeting during the “Genitourinary Cancer—Kidney and Bladder” Poster Discussion Session on May 29, 2020 (abstract #5023).

  • Clin Cancer Res 2021;XX:XX–XX

  • Received August 6, 2020.
  • Revision received October 16, 2020.
  • Accepted November 17, 2020.
  • Published first November 20, 2020.
  • ©2020 American Association for Cancer Research.

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This OnlineFirst version was published on January 14, 2021
doi: 10.1158/1078-0432.CCR-20-3084

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Expression of T-Cell Exhaustion Molecules and Human Endogenous Retroviruses as Predictive Biomarkers for Response to Nivolumab in Metastatic Clear Cell Renal Cell Carcinoma
Miriam Ficial, Opeyemi A. Jegede, Miriam Sant'Angelo, Yue Hou, Abdallah Flaifel, Jean-Christophe Pignon, David A. Braun, Megan Wind-Rotolo, Maura A. Sticco-Ivins, Paul J. Catalano, Gordon J. Freeman, Arlene H. Sharpe, F. Stephen Hodi, Robert J. Motzer, Catherine J. Wu, Michael B. Atkins, David F. McDermott, Sachet A. Shukla, Toni K. Choueiri and Sabina Signoretti
Clin Cancer Res January 14 2021 DOI: 10.1158/1078-0432.CCR-20-3084

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Expression of T-Cell Exhaustion Molecules and Human Endogenous Retroviruses as Predictive Biomarkers for Response to Nivolumab in Metastatic Clear Cell Renal Cell Carcinoma
Miriam Ficial, Opeyemi A. Jegede, Miriam Sant'Angelo, Yue Hou, Abdallah Flaifel, Jean-Christophe Pignon, David A. Braun, Megan Wind-Rotolo, Maura A. Sticco-Ivins, Paul J. Catalano, Gordon J. Freeman, Arlene H. Sharpe, F. Stephen Hodi, Robert J. Motzer, Catherine J. Wu, Michael B. Atkins, David F. McDermott, Sachet A. Shukla, Toni K. Choueiri and Sabina Signoretti
Clin Cancer Res January 14 2021 DOI: 10.1158/1078-0432.CCR-20-3084
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