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Multipanel mass cytometry reveals anti–PD-1 therapy–mediated B and T cell compartment remodeling in tumor-draining lymph nodes
Won Jin Ho, Mark Yarchoan, Soren Charmsaz, Rebecca M. Munday, Ludmila Danilova, Marcelo B. Sztein, Elana J. Fertig, Elizabeth M. Jaffee
Won Jin Ho, Mark Yarchoan, Soren Charmsaz, Rebecca M. Munday, Ludmila Danilova, Marcelo B. Sztein, Elana J. Fertig, Elizabeth M. Jaffee
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Research Article Immunology Oncology

Multipanel mass cytometry reveals anti–PD-1 therapy–mediated B and T cell compartment remodeling in tumor-draining lymph nodes

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Abstract

Anti–programmed cell death protein 1 (anti–PD-1) therapy has become an immunotherapeutic backbone for treating many cancer types. Although many studies have aimed to characterize the immune response to anti–PD-1 therapy in the tumor and in the peripheral blood, relatively less is known about the changes in the tumor-draining lymph nodes (TDLNs). TDLNs are primary sites of tumor antigen exposure that are critical to both regulation and cross-priming of the antitumor immune response. We used multipanel mass cytometry to obtain a high-parameter proteomic (39 total unique markers) immune profile of the TDLNs in a well-studied PD-1–responsive, immunocompetent mouse model. Based on combined hierarchal gating and unsupervised clustering analyses, we found that anti–PD-1 therapy enhances remodeling of both B and T cell compartments toward memory phenotypes. Functionally, expression of checkpoint markers was increased in conjunction with production of IFN-γ, TNF-α, or IL-2 in key cell types, including B and T cell subtypes, and rarer subsets, such as Tregs and NKT cells. A deeper profiling of the immunologic changes that occur in the TDLN milieu during effective anti–PD-1 therapy may lead to the discovery of novel biomarkers for monitoring response and provide key insights toward developing combination immunotherapeutic strategies.

Authors

Won Jin Ho, Mark Yarchoan, Soren Charmsaz, Rebecca M. Munday, Ludmila Danilova, Marcelo B. Sztein, Elana J. Fertig, Elizabeth M. Jaffee

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Figure 1

Experimental schema for analyzing TDLNs during effective anti–PD-1 therapy.

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Experimental schema for analyzing TDLNs during effective anti–PD-1 thera...
(A) MC38 tumor cells were injected subcutaneously at day 0 (D0) in the right hind limb of C57BL/6 mice, and either isotype (ISO) or PD-1 antibody (PD-1) was administered intraperitoneally on D14 and D18. Right inguinal lymph nodes were harvested on D21 for analysis. Lymph nodes at the same location from normal, non–tumor-bearing mice (NL) were used as additional control comparators. (B) Lymph nodes were weighed on D21 upon harvest, and (C) absolute number of cells was counted from each lymph node. Mean ± SD (n = 5) are shown for both plots. (D) Schematic shows how lymph nodes from each respective group (Normal LN, non–tumor-bearing normal mice; tdLN Isotype, isotype-treated tumor-bearing mice; tdLN PD-1, PD-1–antibody–treated tumor-bearing mice) were barcoded with a specific CD45 antibody tagged with a unique metal to be multiplexed and stained with a T or B cell subtyping mass cytometry panel. Results for repeated-measures ANOVA followed by pairwise testing are shown as FDR-adjusted *P ≤ 0.05; **P ≤ 0.01; and ***P ≤ 0.005.

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