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BackgroundIn preclinical studies of pancreatic ductal adenocarcinoma (PDAC), ibrutinib improved the antitumor efficacy of the standard of care chemotherapy. This led to a phase 1b clinical trial to determine the safety, tolerability, and immunologic effects of ibrutinib treatment in patients with advanced PDAC.MethodsPreviously untreated patients with PDAC were enrolled in a phase 1b clinical trial (ClinicalTrials.gov) to determine the safety, toxicity, and maximal tolerated dose of ibrutinib when administered with the standard regimen of gemcitabine and nab-paclitaxel. To study the immune response to ibrutinib alone, the trial included an immune response arm where patients were administered with ibrutinib daily for a week followed by ibrutinib combined with gemcitabine and nab-paclitaxel. Endoscopic ultrasonography-guided primary PDAC tumor biopsies and blood were collected before and after ibrutinib monotherapy. Changes in abundance and functional state of immune cells in the blood was evaluated by mass cytometry by time of flight and statistical scaffold analysis, while that in the local tumor microenvironment (TME) were assessed by multiplex immunohistochemistry. Changes in B-cell receptor and T-cell receptor repertoire were assessed by sequencing and analysis of clonality.ResultsIn the blood, ibrutinib monotherapy significantly increased the frequencies of activated inducible T cell costimulator+(ICOS+) CD4+T cells and monocytes. Within the TME, ibrutinib monotherapy led to a trend in decreased B-cell abundance but increased interleukin-10+B-cell frequency. Monotherapy also led to a trend in increased mature CD208+dendritic cell density, increased late effector (programmed cell death protein 1 (PD-1–) eomesodermin (EOMES+)) CD8+T-cell frequency, with a concomitantly decreased dysfunctional (PD-1+EOMES+) CD8+T-cell frequency. When ibrutinib was combined with chemotherapy, most of these immune changes were not observed. Patients with partial clinical responses had more diverse T and B cell receptor repertoires prior to therapy initiation.ConclusionIbrutinib monotherapy skewed the immune landscape both in the circulation and TME towards activated T cells, monocytes and DCs. These effects were not observed when combining ibrutinib with standard of care chemotherapy. Future studies may focus on other therapeutic combinations that augment the immunomodulatory effects of ibrutinib in solid tumors.Trial registration numberNCT02562898.

BACKGROUND A previous phase I study showed that the infusion of autologous Tregs expanded ex vivo into patients with recent-onset type 1 diabetes (T1D) had an excellent safety profile. However, the majority of the infused Tregs were undetectable in the peripheral blood 3 months postinfusion (Treg-T1D trial). Therefore, we conducted a phase I study (TILT trial) combining polyclonal Tregs and low-dose IL-2, shown to enhance Treg survival and expansion, and assessed the impact over time on Treg populations and other immune cells. METHODS Patients with T1D were treated with a single infusion of autologous polyclonal Tregs followed by one or two 5-day courses of recombinant human low-dose IL-2 (ld-IL-2). Flow cytometry, cytometry by time of flight, and 10x Genomics single-cell RNA-Seq were used to follow the distinct immune cell populations’ phenotypes over time. RESULTS Multiparametric analysis revealed that the combination therapy led to an increase in the number of infused and endogenous Tregs but also resulted in a substantial increase from baseline in a subset of activated NK, mucosal associated invariant T, and clonal CD8+ T cell populations. CONCLUSION These data support the hypothesis that ld-IL-2 expands exogenously administered Tregs but also can expand cytotoxic cells. These results have important implications for the use of a combination of ld-IL-2 and Tregs for the treatment of autoimmune diseases with preexisting active immunity. TRIAL REGISTRATION ClinicalTrials.gov NCT01210664 (Treg-T1D trial), NCT02772679 (TILT trial). FUNDING Sean N. Parker Autoimmune Research Laboratory Fund, National Center for Research Resources.

The development of DNA-barcoded antibodies to tag cell surface molecules has enabled the use of droplet-based single-cell sequencing (dsc-seq) to profile protein abundances from thousands of cells simultaneously. As compared to flow and mass cytometry, the high per cell cost of current dsc-seq-based workflows precludes their use in clinical applications and large-scale pooled screens. Here, we introduce SCITO-seq, a workflow that uses splint oligonucleotides (oligos) to enable combinatorially indexed dsc-seq of DNA-barcoded antibodies from over 105 cells per reaction using commercial microfluidics. By encoding sample barcodes into splint oligos, we demonstrate that multiplexed SCITO-seq produces reproducible estimates of cellular composition and surface protein expression comparable to those from mass cytometry. We further demonstrate two modified splint oligo designs that extend SCITO-seq to achieve compatibility with commercial DNA-barcoded antibodies and simultaneous expression profiling of the transcriptome and surface proteins from the same cell. These results demonstrate SCITO-seq as a flexible and ultra-high-throughput platform for sequencing-based single-cell protein and multimodal profiling.

Introduction: Single-cell RNA sequencing of dissociated tumors enables the profiling of cellular states in fine detail, but erases the cellular organization of the analyzed tissue. Spatially resolved transcriptomics (SRT) using 10X Genomics’ Visium platform combines histological staining and RNA sequencing by capturing each transcript across spatially barcoded microarrays. SRT yields gene-expression matrices resolved within 55-micron array spots, and creates opportunities to explore how lung biology is affected by lung adenocarcinoma and how tumor cells and the proximal microenvironment are modulated by targeted therapy. Methods: SRT reactions (n=8) were performed on surgical specimens from human lung adenocarcinomas driven by kinase domain mutations of EGFR (exon 19 deletion, L858R point mutation, exon 20 insertion). SRT reactions analyzed primary lung cancer (n=5) or paired tumor-adjacent lung tissues (n=3). Results: 28458 array spots were recorded across all samples, and array spots captured a median of 5800 total transcripts and a median of 2416 unique transcripts. Single marker gene expression and unsupervised clustering across array spots corresponded with histological annotations of lung structures and adenocarcinoma. Integration of single-cell RNA sequencing data from lung adenocarcinoma specimens permitted mapping and quantification of 15 major cell types, including cancer cells, T- and B- lymphocytes, macrophages, dendritic cells, fibroblasts, and endothelial cells. Compared with paired tumor-adjacent lung tissues, adenocarcinoma tissues contained fibroblast-enriched desmoplasia and B-cell enriched tertiary lymphoid structures. In a clinical case with resistance to Osimertinib, the standard tyrosine kinase inhibitor, gene signature analysis of cancer-containing array spots revealed enrichment of gap-junction, fatty acid metabolism, and kynurenine pathway signatures compared to treatment naïve array spots. Conclusion: This pilot study demonstrates the feasibility of using SRT in lung adenocarcinoma. Paired with a single-cell atlas of lung adenocarcinoma during targeted therapy, this approach enables hypothesis-generation to investigate the alterations of tumor and tumor microenvironmental architecture in relation to targeted therapy. Citation Format: Daniel L. Kerr, Wei Wu, Whitney Tamaki, Anatoly Urisman, Yu-Ting Chou, Philippe Gui, David M. Jablons, Trever G. Bivona, Collin M. Blakely. Spatially resolved transcriptomics of cellular architecture in EGFR-mutated lung cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3808.

BackgroundGlioblastoma (GBM) is refractory to checkpoint blockade immunotherapy (CPI). We sought to determine to what extent this immune evasion is due to intrinsic properties of the tumor cells versus the specialized immune context of the brain, and if it can be reversed.MethodsWe used CyTOF mass cytometry to compare the tumor immune microenvironments (TIME) of human tumors that are generally CPI-refractory (GBM and sarcoma) or CPI-responsive (renal cell carcinoma), as well as mouse models of GBM that are CPI-responsive (GL261) or CPI-refractory (SB28). We further compared SB28 tumors grown intracerebrally versus subcutaneously to determine how tumor site affects TIME and responsiveness to dual CTLA-4/PD-1 blockade. Informed by these data, we explored rational immunotherapeutic combinations.ResultsCPI-sensitivity in human and mouse tumors was associated with increased T cells and dendritic cells, and fewer myeloid cells, in particular PD-L1+ tumor associated macrophages. The SB28 mouse model of GBM responded to CPI when grown subcutaneously but not intracerebrally, providing a system to explore mechanisms underlying CPI resistance in GBM. The response to CPI in the subcutaneous SB28 model required CD4 T cells and NK cells, but not CD8 T cells. Recombinant FLT3L expanded dendritic cells, improved antigen-specific T cell priming, and prolonged survival of mice with intracerebral SB28 tumors, but at the cost of increased Tregs. Targeting PD-L1 also prolonged survival, especially when combined with stereotactic radiation.ConclusionsOur data suggest that a major obstacle for effective immunotherapy of GBM is the low antigenicity of the tumor cells coupled with poor antigen presentation in the brain, rather than intrinsic immunosuppressive properties of GBM tumor cells. Deep immune profiling identified dendritic cells and PD-L1+ tumor-associated macrophages as promising targetable cell populations, which was confirmed using therapeutic interventions in vivo.Graphical AbstractIn BriefIn mice and humans, tumors that were sensitive to checkpoint blockade had consistent immunological features. A mouse model of glioma that is refractory to checkpoint blockade was sensitized by increasing antigen presentation through a variety of approaches.

Pediatric low-grade glioma (pLGG), the most common brain cancer in children, is difficult to treat especially at recurrence. The BRAF V600E mutation is the second most common mutation in pLGG, and in a high-risk group for progression is associated with deletion of the tumor suppressor CDKN2A. A better understanding of the factors contributing to progression, in particular the role of the immune infiltrate is needed, but studies have been hindered by the lack of low-grade glioma mouse models. We utilized transgenic mice with a cre-activatable (CA) allele of BRAF V600E to generate endogenous models for low-grade gliomas. We found that BRAF V600E expression cooperates with hemizygous CDKN2A deletion to induce low-grade gliomas, with tumors forming at a greater latency than by homozygous deletion. Cell line derivatives from low-grade lesions continue to grow slower upon orthotopic injection than those we previously derived from high-grade tumors. Murine LGG can progress to higher grade tumors within the mouse lifespan and we observe exomic changes and alterations in the tumor immune infiltrate associated with progression, the details of which will be discussed at the meeting. High-grade cells’ phenotypic changes within in vivo passage are accompanied by exomic changes. The high-grade glioma immune infiltrate is altered by dual MAPK pathway inhibition with dabrafenib and trametinib. Adding dual immune checkpoint inhibition by anti-PD-L1 and anti-CTLA-4 antibodies significantly extends survival of dabrafenib-trametinib dual treatment. Human BRAF V600E mutant tumors reportedly have a higher tumor immune infiltrate than that of BRAF wildtype gliomas, consistent with our murine RESULTS: Here we present a novel model for BRAF V600E mutant gliomas in mice that has a frequent rate of progression, similar to human BRAF V600E mutant gliomas, and an active immune infiltrate in high grade tumors which makes them susceptible to the immunostimulatory effects of dual checkpoint inhibition.

Lung myeloid cells are important in pulmonary immune homeostasis and in the pathogenesis of chronic obstructive pulmonary disease (COPD). Multiparameter immunophenotypic characterization of these cells is challenging because of their autofluorescence and diversity. We evaluated the immunophenotypic landscape of airway myeloid cells in COPD using time of flight mass cytometry. Cells from BAL, which were obtained from never-smokers (n = 8) and smokers with (n = 20) and without (n = 4) spirometric COPD, were examined using a 44-parameter time of flight mass cytometry panel. Unsupervised cluster analysis was used to identify cellular subtypes that were confirmed by manual gating. We identified major populations of CD68(+) and CD68(−) cells with 22 distinct phenotypic clusters, of which 18 were myeloid cells. We found a higher abundance of putative recruited myeloid cells (CD68(+) classical monocytes) in BAL from patients with COPD. CD68(+) classical monocyte population had distinct responses to smoking and COPD that were potentially related to their recruitment from the interstitium and vasculature. We demonstrate that BAL cells from smokers and subjects with COPD have lower AXL expression. Also, among subjects with COPD, we report significant differences in the abundance of PDL1(high) and PDL2(high) clusters and in the expression of PDL1 and PDL2 across several macrophage subtypes suggesting modulation of inflammatory responses. In addition, several phenotypic differences in BAL cells from subjects with history of COPD exacerbation were identified that could inform potential disease mechanisms. Overall, we report several changes to the immunophenotypic landscape that occur with smoking, COPD, and past exacerbations that are consistent with decreased regulation and increased activation of inflammatory pathways.

The latent reservoir is a main barrier for curing HIV. But because latently-infected cells cannot be phenotyped directly, the features of the in vivo reservoir have remained elusive. Here, we describe a method that leverages high-dimensional phenotyping using CyTOF to trace latently-infected cells reactivated ex vivo to their original pre-activation states. Our results suggest that contrary to common assumptions, the reservoir is not randomly distributed among cell subsets, and is remarkably conserved between individuals. However, reservoir composition differs between tissues and blood, as do cells successfully reactivated by different latency reversing agents. Most importantly, by selecting 8-10 of our 39 original CyTOF markers, we were able to isolate highly purified populations of unstimulated in vivo latent cells, thereby validating the PP-SLIDE approach for reservoir characterization. These purified populations were highly enriched for replication-competent and intact provirus, transcribed HIV, and displayed clonal expansion. The ability to isolate unstimulated latent cells from infected individuals enables previously impossible studies of HIV persistence.

The development of DNA-barcoded antibodies to tag cell-surface molecules has enabled the use of droplet-based single cell sequencing (dsc-seq) to profile the surface proteomes of cells. Compared to flow and mass cytometry, the major limitation of current dsc-seq-based workflows is the high cost associated with profiling each cell, thus precluding its use in applications where millions of cells are required. Here, we introduce SCITO-seq, a new workflow that combines combinatorial indexing and commercially available dsc-seq to enable cost-effective cell surface proteomic sequencing of greater than 105 cells per microfluidic reaction. We demonstrate SCITO-seq’s feasibility and scalability by profiling mixed species cell lines and mixed human T and B lymphocytes. To further demonstrate its applicability, we show comparable cellular composition estimates in peripheral blood mononuclear cells obtained with SCITO-seq and mass cytometry. SCITO-seq can be extended to include simultaneous profiling of additional modalities such as transcripts and accessible chromatin or tracking of experimental perturbations such as genome edits or extracellular stimuli.

Background: Advanced biliary cancers (ABC) including cholangiocarcinoma and gallbladder adenocarcinoma are rising in incidence with limited standard treatment options. While checkpoint inhibition (CPI) achieves durable tumor responses in subsets of patients across many malignancies, less than 10% of ABC patients respond to single agent PD-1-targeted therapy. Combination immunotherapy aims to overcome pre-existing and adaptive resistance to immunotherapy. GM-CSF is a cytokine that activates and matures antigen-presenting cells, suggesting the potential to enhance immune responses. The exact mechanisms of action of this cytokine have not been defined in cancer patients. The combination of GM-CSF and anti-CTLA-4 CPI demonstrated safety along with inducing clinical responses in melanoma and prostate cancer. We conducted a phase II trial of the novel combination of GM-CSF and pembrolizumab (Pembro) in patients with ABC which has resulted in durable clinical responses in greater proportion than previously reported with anti-PD-1 monotherapy. Methods: We assessed peripheral blood mononuclear cells (PBMC) from patients on Pembro monotherapy and combined Pembro/GM-CSF by mass cytometry (CyTOF) and T cell receptor (TCR) sequencing. We explored for the differences between clinical responders versus non-responders. Results: We find that the addition of GM-CSF to Pembro leads to a higher frequency of myeloid cells overall; however, certain sub-populations of classical monocytes and conventional dendritic cells decreased in peripheral blood following upfront Pembro followed by GM-CSF. GM-CSF did not seem to change the phenotypes or relative frequencies of circulating T cell subsets. We also find that clinical responders possess specific circulating populations of classical monocyte and conventional dendritic cells prior to treatment. Responders also had higher percentages of CD8+ T cells expressing CD39 following Pembro treatment compared to non-responders. Combination therapy with Pembro/GM-CSF led to different effects on the T cell repertoire compared to Pembro alone. Conclusions: The addition of GM-CSF to Pembro leads to dynamic shifts in myeloid cell subsets in the peripheral blood of ABC patients treated with immunotherapy, whereas Pembro alone led to changes in the activation states of T cell subsets. The TCR repertoire shifts reflect distinct mechanisms of action for Pembro monotherapy versus Pembro/GM-CSF. Future studies will explore the mechanisms driving the increased response rate seen with combination immunotherapy in comparison to Pembro alone in ABC patients, both through the study of peripheral immune responses as well as via immune-profiling of tumors from sequential biopsies of patients on Pembro monotherapy versus combined Pembro/GM-CSF. Citation Format: Bridget P. Keenan, Whitney Tamaki, Eric Liu, Brandon Chen, Alexander Cheung, John D. Gordan, Brenna Sheldon, Li Zhang, Robin K. Kelley, Lawrence Fong. Single cell immune profiling of patients with advanced biliary cancers treated with combination checkpoint inhibition and GM-CSF reveals diverse T cell and myeloid cell mechanisms of action [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 4063.

Resistance to checkpoint-blockade treatments is a challenge in the clinic. We found that although treatment with combined anti-CTLA-4 and anti-PD-1 improved control of established tumors, this combination compromised anti-tumor immunity in the low tumor burden (LTB) state in pre-clinical models as well as in melanoma patients. Activated tumor-specific Tcells expressed higher amounts of interferon-γ (IFN-γ) receptor and were more susceptible to apoptosis than naive Tcells. Combination treatment induced deletion of tumor-specific Tcells and altered the Tcell repertoire landscape, skewing the distribution of Tcells toward lower-frequency clonotypes. Additionally, combination therapy induced higher IFN-γ production in the LTB state than in the high tumor burden (HTB) state on a per-cell basis, reflecting a less exhausted immune status in the LTB state. Thus, elevated IFN-γ secretion in the LTB state contributes to the development of an immune-intrinsic mechanism of resistance to combination checkpoint blockade, highlighting the importance of achieving the optimal magnitude of immune stimulation for successful combination immunotherapy strategies.