Article Text

Download PDFPDF

1045 High dimensional profiling of merkel cell polyomavirus-specific T cells in response to anti-PD-1 immunotherapy
  1. Heeju Ryu1,
  2. Timothy Bi1,
  3. Korok Sarkar1,
  4. Candice Church2,
  5. Nirasha Ramchurren1,
  6. Thomas Pulliam2,
  7. Steven Fling1,
  8. Paul Nghiem2 and
  9. Evan Newell1
  1. 1Fred Hutchinson Cancer Center, Seattle, WA, USA
  2. 2University of Washington, Seattle, WA, USA


Background Merkel cell carcinoma (MCC) is an aggressive skin cancer often associated with clonal integration of Merkel cell polyomavirus (MCPyV) and expression of T antigen oncoproteins in 80% of cases with the remainder of cases caused by UV mutations.1,2 PD-1 blockade is effective in treating both etiologies of MCC patients, however, only ~60% of patients respond.3 MCPyV-specific T cells are implicated in immunotherapeutic responses4, yet further qualitative and quantitative analysis of those cells among responders and non-responders is needed.

Methods We analyzed MCPyV-specific T cells in blood from responders (CR, n=13) and non-responders (n=6 for partial responses, PR; n=5 for stable and progressive disease, SD/PD) before, during and after anti-PD-1 immunotherapy (from trial NCT02267603) using a mass cytometry (CyTOF)-based multiplexed peptide-MHC tetramer staining approach. This allowed us to simultaneously assess 76 MCPyV epitopes and 34 control epitopes derived from viruses such as CMV, EBV, Flu, and HSV, in parallel with 34 cellular phenotyping markers of differentiation, trafficking, and exhaustion. We also performed deep TCR sequencing of sorted T cell populations from the blood samples to track T cell clonotypes between the periphery and tumor.

Results Combinatorial tetramer staining with CyTOF allowed us to detect T cells specific for 11 previously reported and 5 novel MCPyV-specific epitopes. Frequencies of MCPyV-specific cells were higher in patients with CR (mean = 0.103% of CD8+ T cells) than those with PR (mean = 0.021%; P=0.007) and SD/PD (mean = 0.003%; P<0.0001) at the baseline, and decreased over the course of immunotherapy in patients with CR. Strikingly, the phenotypes of MCPyV-specific CD8+ T cells were enriched for an activated/exhausted (CD71+PD-1+CD39+) phenotype. Those cells also highly expressed cutaneous lymphocyte-associated antigen (CLA), a marker of skin trafficking, and CD103, a marker of tissue-recirculating cells. Informed by these phenotypes, high-dimensional profiling of bulk CD8+ T cells revealed correlations of the frequencies of CD39+ cells co-expressing CLA or CD103 with both the baseline tumor burden and magnitude of clinical outcome. TCR sequencing was used to assess clonal sharing between tumor infiltrating T cells and these subpopulations of CD8+ T cells from blood.

Conclusions Although these findings need to be confirmed in an independent cohort, our high-dimensional analysis and immune profiling of MCC patients suggest that MCPyV-specific cells and CD39+ cells co-expressing CLA or CD103 in blood are enriched for tumor-reactive TCRs and potentially useful as blood-based biomarkers of response to immunotherapy or for novel cellular therapeutic strategies.

Trial Registration NCT02267603


  1. Feng H, Shuda M, Chang Y, Moore PS. Clonal integration of a polyomavirus in human Merkel cell carcinoma. Science 2008;319(5866):1096–100.

  2. Goh G., Walradt T., Markarov V., Blom A., Riaz N., Doumani R., Stafstrom K., Moshiri A., Yelistratova L., Levinsohn J., Chan T. A., Nghiem P., Lifton R. P., Choi J. Mutational landscape of MCPyV-positive and MCPyV-negative Merkel cell carcinomas with implications for immunotherapy. Oncotarget 2016;7:3403–3415.

  3. Nghiem PT, Bhatia S, Lipson EJ, Kudchadkar RR, Miller NJ, Annamalai L, Berry S, Chartash EK, Daud A, Fling SP, Friedlander PA, Kluger HM, Kohrt HE, Lundgren L, Margolin K, Mitchell A, Olencki T, Pardoll DM, Reddy SA, Shantha EM, Sharfman WH, Sharon E, Shemanski LR, Shinohara MM, Sunshine JC, Taube JM, Thompson JA, Townson SM, Yearley JH, Topalian SL, Cheever MA. PD-1 Blockade with Pembrolizumab in Advanced Merkel-Cell Carcinoma. N Engl J Med 2016;374(26):2542–52.

  4. Miller NJ, Church CD, Dong L, Crispin D, Fitzgibbon MP, Lachance K, Jing L, Shinohara M, Gavvovidis I, Willimsky G, McIntosh M, Blankenstein T, Koelle DM, Nghiem P. Tumor-Infiltrating Merkel Cell Polyomavirus-Specific T Cells Are Diverse and Associated with Improved Patient Survival. Cancer Immunol Res 2017;5(2):137–147.

Ethics Approval The samples were provided by Cancer Immunotherapy Trails Network (trial registration: NCT02267603) and the analysis was performed according to the IRB file/approval number IR File #10686.

Statistics from

Request Permissions

If you wish to reuse any or all of this article please use the link below which will take you to the Copyright Clearance Center’s RightsLink service. You will be able to get a quick price and instant permission to reuse the content in many different ways.