Median survival for glioblastoma (GBM) remains <15 months. Human cytomegalovirus (CMV) antigens have been identified in GBM but not normal brain, providing an unparalleled opportunity to subvert CMV antigens as tumor-specific immunotherapy targets. A recent trial in recurrent GBM patients demonstrated the potential clinical benefit of adoptive T-cell therapy (ATCT) of CMV phosphoprotein 65 (pp65)–specific T cells. However, ex vivo analyses from this study found no change in the capacity of CMV pp65-specific T cells to gain multiple effector functions or polyfunctionality, which has been associated with superior antitumor efficacy. Previous studies have shown that dendritic cells (DC) could further enhance tumor-specific CD8+ T-cell polyfunctionality in vivo when administered as a vaccine. Therefore, we hypothesized that vaccination with CMV pp65 RNA-loaded DCs would enhance the frequency of polyfunctional CMV pp65-specific CD8+ T cells after ATCT. Here, we report prospective results of a pilot trial in which 22 patients with newly diagnosed GBM were initially enrolled, of which 17 patients were randomized to receive CMV pp65-specific T cells with CMV-DC vaccination (CMV-ATCT-DC) or saline (CMV-ATCT-saline). Patients who received CMV-ATCT-DC vaccination experienced a significant increase in the overall frequencies of IFNγ+, TNFα+, and CCL3+ polyfunctional, CMV-specific CD8+ T cells. These increases in polyfunctional CMV-specific CD8+ T cells correlated (R = 0.7371, P = 0.0369) with overall survival, although we cannot conclude this was causally related. Our data implicate polyfunctional T-cell responses as a potential biomarker for effective antitumor immunotherapy and support a formal assessment of this combination approach in a larger randomized study.

Significance: A randomized pilot trial in patients with GBM implicates polyfunctional T-cell responses as a biomarker for effective antitumor immunotherapy. Cancer Res; 78(1); 256–64. ©2017 AACR.

Glioblastoma (GBM) is the most common primary malignant brain tumor and has a median survival of <15 months despite an aggressive clinical standard of care, including maximal surgical resection, high-dose radiation, and dose-intensified temozolomide chemotherapy (1). Novel therapies are urgently needed, and immunotherapy has recently emerged as a highly promising therapeutic approach for cancer.

We and others have previously reported the presence of cytomegalovirus (CMV) antigens in 90% of GBMs but not in normal brain (2–4). The presence of these unique and immunogenic antigens presents an opportunity to leverage CMV-specific immunity against GBM while minimizing the potential for toxicity. In maximizing antitumor T-cell responses, it is becoming increasingly clear that polyfunctional T cells, which simultaneously express more than one effector function, are proving critical for effective anticancer immunity. Recently, Crough and colleagues also demonstrated that CMV-specific T cells in patients with GBM have attenuated abilities to generate multiple cytokines and chemokines, which is uncharacteristic of CMV-specific T cells in healthy virus carriers (5). However, when cultured ex vivo with HLA-matched CMV peptides and IL2, these T cells became polyfunctional and appeared to induce antitumor immunity when transferred back into a single patient with recurrent GBM (5). Moreover, another recent clinical trial investigated adoptive immunotherapy with CMV-specific T cells in patients with recurrent GBM and showed that 11 patients infused with ex vivo expanded CMV-specific T cells had a promising median overall survival (OS) of 13.4 months and a median progression-free survival (PFS) of approximately 8.1 months (6). This suggests that adoptive T-cell therapy (ATCT) may also be a promising approach for recurrent GBM (6). Importantly, however, ex vivo analyses from this study found no remarkable change in the polyfunctionality of CMV-specific T cells.

Dendritic cells (DC) are potent antigen-presenting cells, play a central role in controlling immunity, and are among the most frequently used cellular adjuvants in experimental immunotherapy trials. Prior work has shown that DCs can positively impact the polyfunctionalilty of T cells (7, 8). Moreover, a recent retrospective study by Wimmers and colleagues suggested a link between polyfunctional T-cell responses induced by DCs and long-term tumor control in end-stage melanoma patients (9). With these studies in mind, we hypothesized that vaccination with CMV phosphoprotein 65 (pp65) RNA-loaded DCs would enhance the frequency of polyfunctional CMV-specific T cells after ATCT and therefore improve outcomes of GBM patients.

Herein, we report the safety and feasibility of using CMV pp65 RNA-pulsed DCs to enhance the polyfunctionality of adoptively transferred CMV pp65-specific T cells in a randomized pilot trial in patients with newly diagnosed GBM. Immunotherapy targeted the immunodominant CMV antigen pp65. Patients randomized to receive CMV pp65-specific T cells and CMV pp65 RNA-loaded DCs (CMV-ATCT-DC) had a significant increase in the overall frequencies of polyfunctional CMV pp65-specific CD8+ T cells capable of simultaneously expressing IFNγ, TNFα, and CCL3. Furthermore, within this treatment group, the increase in polyfunctional CMV pp65-specific CD8+ T-cell frequency did correlate with OS, confirming the results found by Wimmers and colleagues in melanoma, although we cannot conclude this was causally related.

Study design and participants

We conducted a randomized, parallel, single-blind, single-institution pilot clinical trial at Duke University Medical Center (Durham, NC). The study schematic is summarized in Fig. 1. This protocol was reviewed and approved by the FDA and the Institutional Review Board at Duke University (Durham, NC). This study was conducted according to the Declaration of Helsinki, Belmont Report, U.S. Common Rule guidelines, and the International Ethical Guidelines for Biomedical Research Involving Human Subjects (CIOMS). All patients signed a written informed consent before study inclusion.

Figure 1.

Trial design. As per the clinical standard of care, patients underwent surgical resection and received xRT with concurrent temozolomide (75 mg/m2) over a 6-week period. Three to 4 weeks after xRT/TMZ, patients received cycle 1 of a temozolomide (200 mg/m2/day) daily for 5 days starting on day 1. Leukapheresis was performed prior to chemoradiation. DC generation began at leukapheresis, followed by pp65 mRNA transfection on day 7 of culture. Expansion of T cells began on day 8, ending on day 35 to 42. On day 21, patients received CMV pp65-specific T cells with either CMV pp65 RNA-loaded DCs or saline by random assignment. T-cell activity was measured before vaccine 1 on day 21 and 7 days after vaccine 1 at day 28. A total of three CMV pp65-loaded DC or saline infusions was administered in 14-day intervals. All patients underwent leukapheresis after day 49 and then received a cycle of temozolomide every 28 days for at least 6 cycles. Imaging was performed bimonthly, and upon tumor progression, suitable participants underwent stereotactic biopsy or resection as standard of care. Patients were followed until death.

Figure 1.

Trial design. As per the clinical standard of care, patients underwent surgical resection and received xRT with concurrent temozolomide (75 mg/m2) over a 6-week period. Three to 4 weeks after xRT/TMZ, patients received cycle 1 of a temozolomide (200 mg/m2/day) daily for 5 days starting on day 1. Leukapheresis was performed prior to chemoradiation. DC generation began at leukapheresis, followed by pp65 mRNA transfection on day 7 of culture. Expansion of T cells began on day 8, ending on day 35 to 42. On day 21, patients received CMV pp65-specific T cells with either CMV pp65 RNA-loaded DCs or saline by random assignment. T-cell activity was measured before vaccine 1 on day 21 and 7 days after vaccine 1 at day 28. A total of three CMV pp65-loaded DC or saline infusions was administered in 14-day intervals. All patients underwent leukapheresis after day 49 and then received a cycle of temozolomide every 28 days for at least 6 cycles. Imaging was performed bimonthly, and upon tumor progression, suitable participants underwent stereotactic biopsy or resection as standard of care. Patients were followed until death.

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This trial recruited 22 CMV-seropositive patients with confirmed World Health Organization grade IV GBM and a Karnofsky performance scale (KPS) score ≥80. Patients underwent gross total resection and subsequent leukapheresis for CMV pp65-specific T cells and CMV pp65 RNA-loaded DC generation. Patients then received conformal external beam radiotherapy with concurrent temozolomide (xRT/TMZ) (75 mg/m2/day) over a 6-week timeframe (Fig. 1). Temozolomide was discontinued in one patient due to intolerability. Twenty-one to 28 days after xRT/TMZ, patients received a 5-day cycle of temozolomide at a dose of 200 mg/m2/day as per standard of care. After completion, patients were screened by CT or MRI for evidence of progressive disease, and 5 patients were excluded prior to immunotherapy initiation on this basis. Patients were regularly monitored for clinical decline or progression and were removed from study if either occurred before experimental therapy was complete. Two patients began experimental treatment before progression was confirmed radiographically and were immediately removed from study and excluded from immune monitoring and clinical analyses, but were included in safety analyses. A total of 17 patients were randomly assigned to receive CMV pp65-specific T cells with either CMV pp65 RNA-loaded DC (n = 9) or saline (n = 8), and 15 patients received all 3 vaccinations (Supplementary Fig. S1).

In an attempt to treat these tumors by targeting CMV antigens, we conducted an ATCT of ex vivo expanded CMV pp65-specific T cells and then randomized patients to receive either DCs loaded with pp65 RNA (n = 8) or saline (n = 7) to determine whether a DC vaccine could enhance the function of the transferred T cells. Patients received three CMV pp65 RNA-loaded DC or saline infusions in 14-day intervals. Following the third administration, all patients underwent leukapheresis or blood draw and later received 5-day cycles of temozolomide every month (150–200 mg/m2/day) for 6 to 25 cycles. In certain cases, temozolomide dosing was modified during maintenance cycles as determined by the attending physician. MRI was performed bimonthly to monitor disease, and upon progression, suitable participants underwent stereotactic biopsy or resection as standard of care. Radiographic progression was defined by the Response Assessment in Neuro-Oncology (RANO) criteria. Clinical progression was defined by significant change in overall neurologic status, a change in KPS of ≥30 points, or the development of a new focal neurologic deficit. The study schematic is summarized in Fig. 1. Baseline patient characteristics are summarized in Table 1. Adverse events with possible relation to experimental treatment are summarized in Supplementary Table S1.

Table 1.

Baseline characteristics of patients included in the immune monitoring and efficacy analyses

Patient IDAge (y)RaceSexMGMT promoter statusRandom assignmentKPSCMV serostatus
ER1 35 Unmethylated CMV-ATCT-Saline 90 
ER2 71 Unmethylated CMV-ATCT-DC 80 
ER3 68 Unmethylated CMV-ATCT-Saline 90 
ER4 50 Methylated CMV-ATCT-DC 90 
ER5 54 Methylated CMV-ATCT-DC 90 
ER6 73 Unmethylated CMV-ATCT-Saline 90 
ER7 46 Not done CMV-ATCT-Saline 90 
ER8 73 Unmethylated CMV-ATCT-DC 90 
ER9 57 Unmethylated CMV-ATCT-DC 90 
ER10 47 Unmethylated CMV-ATCT-DC 90 
ER11 43 Unmethylated CMV-ATCT-Saline 90 
ER12 61 AA Unmethylated CMV-ATCT-DC 80 
ER13 51 Unmethylated CMV-ATCT-Saline 80 
ER14 55 Unmethylated CMV-ATCT-DC 80 
ER15 59 Unmethylated CMV-ATCT-Saline 90 
Patient IDAge (y)RaceSexMGMT promoter statusRandom assignmentKPSCMV serostatus
ER1 35 Unmethylated CMV-ATCT-Saline 90 
ER2 71 Unmethylated CMV-ATCT-DC 80 
ER3 68 Unmethylated CMV-ATCT-Saline 90 
ER4 50 Methylated CMV-ATCT-DC 90 
ER5 54 Methylated CMV-ATCT-DC 90 
ER6 73 Unmethylated CMV-ATCT-Saline 90 
ER7 46 Not done CMV-ATCT-Saline 90 
ER8 73 Unmethylated CMV-ATCT-DC 90 
ER9 57 Unmethylated CMV-ATCT-DC 90 
ER10 47 Unmethylated CMV-ATCT-DC 90 
ER11 43 Unmethylated CMV-ATCT-Saline 90 
ER12 61 AA Unmethylated CMV-ATCT-DC 80 
ER13 51 Unmethylated CMV-ATCT-Saline 80 
ER14 55 Unmethylated CMV-ATCT-DC 80 
ER15 59 Unmethylated CMV-ATCT-Saline 90 

NOTE: Age was recorded at the time of patient consent.

Abbreviations: AA, African American; C, Caucasian; ER, ERaDICATe; MGMT, O-6-methylguanine DNA methyltransferase.

In vitro generation of CMV pp65-specific T cells and CMV pp65-loaded DCs

To generate CMV pp65-specific T cells and CMV pp65 RNA-loaded DCs, peripheral blood mononuclear cells (PBMC) were obtained by leukapheresis. Monocyte precursors for DC generation were isolated by plastic adherence in AIM V media containing 2% human AB serum (HABS) for 1 hour at 37°C, 5% CO2. After 1 hour, nonadherent cells were collected and cryopreserved to be used for CMV pp65-specific T-cell generation. The adherent cells were incubated for 7 days at 37°C, 5% CO2 in AIM V media containing 800 units of GM-CSF and 500 units of IL4 per mL. After 7 days, immature DCs were harvested and transfected with CMV pp65-mRNA by electroporation. The transfected DCs were cultured with a maturation cocktail of TNFα (10 ng/mL), IL1β (10 ng/mL), and IL6 (1,000 U/mL) in AIM V containing GM-CSF and IL4 for 18 to 24 hours at 37°C, 5% CO2. DCs were harvested and cryopreserved in 80% HABS, 10% DMSO, and 10% dextrose. Patients randomized to the CMV-ATCT-DC cohort received three separate infusions of 2 × 107 DCs. according to the treatment schedule shown in Fig. 1.

For CMV pp65-specific T-cell generation, the previously cryopreserved nonadherent (NA) cells were thawed, and cells were mixed at a ratio of 1:10 pp65-loaded DCs:NAs in AIM V media with 2% HABS, and IL2 was added at a concentration of 100 IU/mL on day 3. Cells were adjusted to 1–5 × 106/mL during expansion with fresh media and IL2. Cells were cryopreserved after a dose of 3 × 107 was achieved. Prior to infusion, CMV pp65-specific T cells were thawed and resuspended in saline containing 1% human serum albumin at a concentration of 2.5 × 107 cells/mL. Patients received an intended dose of 3 × 107 CMV pp65-specific T cells/kg. CMV pp65-specific T-cell responses were measured by direct ex vivo IFNγ ELISPOT assay as described previously (10). Results were expressed as the mean spot-forming cells/106 PBMCs after subtraction of counts from cells cultured with no peptide. Polychromatic flow cytometry was used to identify cell populations present in pre- and postexpanded CMV pp65-specific T cells prior to CMV pp65-specific T-cell infusion. Approximately 300,000 total events were collected per sample. Lymphocyte-gated events ranged between 75,000 and 250,000 events in data shown.

Immune monitoring and T-cell profiling

We collected blood samples from patients before and 7 days after CMV pp65-specific T-cell infusion and the first CMV pp65 RNA-loaded DC or saline administration. PBMCs were separated within 6 hours of collection by density centrifugation on Histopaque (Sigma 1077), frozen to −80°C at a rate of 1°C/minute, and stored in liquid nitrogen. On day of testing, PMBCs were thawed at 37°C, washed, resuspended in R-10 medium containing serum, and cell number and viability were measured by Guava Counter (Millipore). All samples recorded a viability >75% after thawing. CMV pp65-specificity of T cells was confirmed by CMV pp65-specific IFNγ ELISPOT assay. Polyfunctionality of CMV pp65-specific CD8+ T cells was evaluated using polychromatic intracellular flow cytometry as described previously (10). The frequency of antigen-specific CD8+ T cells producing one, two, and/or three cytokines was calculated using FlowJo software and analyzed. The data analysis software Simplified Presentation of Incredibly Complex Evaluations (SPICE) was used to analyze and produce representations of high content and multivariate datasets.

Statistical analyses

OS was computed from the date of surgical resection to the date of death. All patients were followed until death. Survival distributions are described using Kaplan–Meier methods, and associations of survival outcomes with polyfunctional T-cell frequencies were assessed using the Pearson correlation coefficient. The log-rank test was used to compare survival distributions between the two treatment groups. Wilcoxon signed rank tests were used to assess changes in cell frequencies before and after immunotherapy. A Kruskal–Wallis nonparametric ANOVA followed by Dunn pairwise comparison was used to assess differences in IFNγ median fluorescence intensity (MFI) among functional subsets of CMV pp65-specific CD8+ T cells.

As an exploratory effort to assess the impact of CMV pp65 RNA-pulsed DCs in enhancing T cells, this pilot study was not designed to detect clinically important differences between randomized groups with reasonable power. Without adequate power, a hypothesis test lacking statistical significance does not eliminate or minimize the possibility that a clinically important difference may truly exist.

Patient characteristics and safety

Twenty-two CMV-seropositive patients with newly diagnosed GBM were consented into the clinical trial Evaluation of Recovery From Drug-Induced Lymphopenia Using Cytomegalovirus-specific T-cell Adoptive Transfer (ERaDICATe) after undergoing surgery. All of these patients met protocol eligibility with residual radiographic contrast enhancement on postresection computerized axial tomography (CT) or MRI of <1 cm in maximal diameter in any axial plane. Leukapheresis was performed prior to standard-of-care chemoradiation (see Materials and Methods) as shown in the accompanying trial schema (Fig. 1) and patient flow diagram (Supplementary Fig. S1). Five of the 22 consented patients exhibited clinical decline or progressive disease during or after completion of chemoradiation and were removed from study evaluations before randomization. The remaining 17 patients were randomly assigned to receive either CMV-ATCT-DC (n = 9) or CMV-ATCT-saline (n = 8). Two of these 17 patients (1 in each arm) initiated treatment even though prevaccination MRI findings were inconclusive and did not definitively rule out disease progression. In these 2 patients, follow-up MRI was conducted one month later. At that time, progression was confirmed, and these 2 patients were withdrawn from study participation. During this month, the patient in the CMV-ATCT-saline arm received one treatment, and the patient in the CMV-ATCT-DC arm received two vaccinations. These patients were not included in efficacy and immune monitoring analyses. Hence, efficacy and immune monitoring analyses were limited to the 15 patients who completed treatment while safety analyses included all 17 patients.

Baseline demographics and patient characteristics were comparable between treatment arms (Table 1). The first patient was consented on August 1, 2008, and the last patient expired on April 7, 2015. The trial was ended after the first cohort of at least 12 patients successfully completed the trial.

In general, immunotherapy was safe, well tolerated, and produced only minor adverse events (AE) consistent with those expected in this patient population following the clinical standard of care. Toxicity grading was assigned according to the NCI Common Terminology Criteria for Adverse Events (Version 3.0). No severe AEs were produced by treatment. Patients were monitored by the attending physician and medical staff and were managed with routine clinical practice as required. AEs are summarized in Supplementary Table S1.

In vitro expansion of patient PBMCs enriches for CMV pp65-specific CD8+ T cells

Adoptive T-cell immunotherapy and DC vaccination were designed to target the immunodominant CMV antigen pp65. We established and qualified a protocol (see Materials and Methods) to selectively expand CMV pp65-specific T cells and DCs loaded with pp65 RNA from patient-derived PBMCs to clinical scale. Both cellular products were generated prior to planned randomization for all patients initially recruited for study and were manufactured with sufficient quantity and quality to meet release criteria in 100% of patients (n = 22).

In vitro culturing conditions expanded the mean frequency of CD3+ T cells from 77.42% to 97.27% of total cells (Fig. 2A, P = 0.0002). The mean frequency of CD4+ T cells was reduced from 53.11% to 19.79% (Fig. 2A, P = 0.0005), while CD8+ T cells comprised 72.16% of the postexpansion product compared with just 39.04% before expansion (Fig. 2A, P = 0.0010). The final infusion products were characterized prior to infusion; the mean frequencies of CD8+ T cells, CD4+ T cells, regulatory T cells, B cells, and NK cells were 70.36%, 19.09%, 6.23%, 0.17%, and 0.85%, respectively. Importantly, the expanded lymphocyte fraction was functionally responsive to CMV pp65 antigen stimulation as measured by IFNγ ELISPOT assay (Fig. 2B, P = 0.0002). All patients, with the exception of two, received a single infusion of 3 × 107 cells/kg as in vitro generated CMV pp65-specific T cells. These 2 patients received 71% and 72% of the intended doses as shown in Supplementary Table S2. Separately, CMV pp65 RNA-loaded DCs generated from autologous DCs transfected with pp65-lysosomal associated membrane protein mRNA were matured and infused intradermally at a dose of 2 × 107 cells in patients randomized to this arm (CMV-ATCT-DC).

Figure 2.

Characterization and responsiveness of in vitro expanded CMV pp65-specific T cells. Patient PBMCs were cocultured with autologous DCs loaded with CMV pp65-encoding RNA and expanded in vitro in the presence of IL2. A, Peripheral blood lymphocytes were phenotyped before and after in vitro expansion. B, Magnitude of CMV pp65-specific T-cell responses was measured before and after expansion by CMV pp65 IFNγ ELISpot assay after stimulation. SFC, spot-forming cell. Because of insufficient numbers of cells from 2 of 15, 13 patients' cells were analyzed for phenotype and function. Statistical significance was determined by Wilcoxon signed rank test.

Figure 2.

Characterization and responsiveness of in vitro expanded CMV pp65-specific T cells. Patient PBMCs were cocultured with autologous DCs loaded with CMV pp65-encoding RNA and expanded in vitro in the presence of IL2. A, Peripheral blood lymphocytes were phenotyped before and after in vitro expansion. B, Magnitude of CMV pp65-specific T-cell responses was measured before and after expansion by CMV pp65 IFNγ ELISpot assay after stimulation. SFC, spot-forming cell. Because of insufficient numbers of cells from 2 of 15, 13 patients' cells were analyzed for phenotype and function. Statistical significance was determined by Wilcoxon signed rank test.

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CMV pp65 RNA-loaded DCs enhance T-cell polyfunctionality of CMV pp65 T cells

To assess whether vaccination with CMV pp65 RNA-loaded DCs impacted T-cell responses in peripheral blood, we performed ex vivo analyses on circulating CMV pp65-specific CD8+ T cells before and 7 days after patients were administered CMV-ATCT-saline or CMV-ATCT-DC. We found that patients who received saline following CMV pp65-specific T cells had no significant change in the frequency of cells positive for one marker (Supplementary Fig. S2A, S2C, and S2E, P = 1.0000, NS), whereas patients in the CMV-ATCT-DC cohort exhibited significantly enhanced frequencies of CMV pp65-specific T cells single positive for IFNγ, TNFα, or CCL3 (Supplementary Fig. S2B, S2D, and S2F, P = 0.0078).

Next, we determined whether CMV-ATCT-DC elicited a change in the frequency of circulating polyfunctional T cells, which are T cells that are capable of simultaneously generating IFNγ, TNFα, and CCL3 at the single-cell level. Patients in the cohort that received saline with ex vivo expanded CMV pp65-specific T cells (CMV-ATCT-saline) had no increase in IFNγ+ TNFα+ CCL3+ triple-positive CMV pp65-specific T cells (Fig. 3A, P = 1.000 NS), while patients randomized to receive CMV pp65-specific T cells and CMV pp65 RNA-loaded DCs (CMV-ATCT-DC) had a significant increase in the mean frequency of IFNγ+ TNFα+ CCL3+ CMV pp65-specific CD8+ T cells (Fig. 3B, P = 0.0078). To confirm detection of polyfunctional CMV-specific T cells, we compared the MFI of IFNγ expression in T cells defined by 3, 2, and 1 function(s) in a validated assay as described previously (10). As expected, CMV pp65-specific T cells defined by 3 functions exhibited higher MFI of IFNγ than T cells with fewer functions (Fig. 3C and D, P = 0.0001), demonstrating a hierarchy of IFNγ expression between functionally discrete subsets of T cells. This clearly authenticates the presence of bona fide polyfunctionality and substantiates previous reports that T cells with these multiple functions are the most potent effectors. These data collectively support a role for CMV pp65 RNA-loaded DC vaccines in the in vivo expansion and differentiation of polyfunctional CMV pp65-specific T cells.

Figure 3.

Assessment of polyfunctionality in circulating CMV pp65-specific CD8+ T cells before and after immunotherapy. Ex vivo analysis of CMV pp65-specific CD8+ T cells in peripheral blood circulation was performed to measure the frequency of cells simultaneously expressing IFNγ, TNFα, and CCL3 before and after immunotherapy with CMV-ATCT-saline (A; P = 1.0000, nonsignificant), n = 7 or CMV-ATCT-DC (B; P = 0.0078), n = 8. Statistical significance was determined by Wilcoxon signed rank test. C and D, To confirm the presence of bona fide polyfunctionality, the MFI of IFNγ expression was compared between CMV pp65-specific CD8+ T cells with three functions versus T cells with lesser functions. Statistical significance was determined by Kruskal–Wallis nonparametric ANOVA followed by Dunn pairwise comparison.

Figure 3.

Assessment of polyfunctionality in circulating CMV pp65-specific CD8+ T cells before and after immunotherapy. Ex vivo analysis of CMV pp65-specific CD8+ T cells in peripheral blood circulation was performed to measure the frequency of cells simultaneously expressing IFNγ, TNFα, and CCL3 before and after immunotherapy with CMV-ATCT-saline (A; P = 1.0000, nonsignificant), n = 7 or CMV-ATCT-DC (B; P = 0.0078), n = 8. Statistical significance was determined by Wilcoxon signed rank test. C and D, To confirm the presence of bona fide polyfunctionality, the MFI of IFNγ expression was compared between CMV pp65-specific CD8+ T cells with three functions versus T cells with lesser functions. Statistical significance was determined by Kruskal–Wallis nonparametric ANOVA followed by Dunn pairwise comparison.

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Finally, we performed polyfunctional flow cytometry aggregate data analyses to catalog the proportion of CMV pp65-specific CD8+ T cells defined by 3, 2, or 1 function(s) to determine how the distribution of these individual populations may have changed relative to one another in response to immunotherapy. Patients in the CMV-ATCT-saline cohort had no major change in any defined T-cell subsets, whereas patients in the CMV-ATCT-DC cohort experienced enhancements in the mean frequencies of CMV pp65-specific T cells displaying 3, 2, or 1 function(s) (Fig. 4A and B).

Figure 4.

CMV pp65-specific CD8+ T cells catalogued by quality before and after immunotherapy. The CMV pp65-specific CD8+ T-cell response is composed of distinct responders that vary by functionality. Aggregate data analyses were performed to determine the relative mean distribution of CMV pp65-specific CD8+ T cells expressing one or more functions defined by IFNγ, TNFα, and CCL3 before (gray bar) and after (black bar) immunotherapy in all patients who received CMV-ATCT-saline, n = 7 (A) or CMV-ATCT-DC, n = 8 (B). Bars represent mean frequencies of CMV pp65-specific CD8+ T cells expressing the particular combination of functions shown. C and D, The qualitative distribution of CMV pp65-specific CD8+ T cells before and after immunotherapy is shown for a single patient representative of either arm. ER11 and ER14 refer to the ERaDICATe trial patient numbers.

Figure 4.

CMV pp65-specific CD8+ T cells catalogued by quality before and after immunotherapy. The CMV pp65-specific CD8+ T-cell response is composed of distinct responders that vary by functionality. Aggregate data analyses were performed to determine the relative mean distribution of CMV pp65-specific CD8+ T cells expressing one or more functions defined by IFNγ, TNFα, and CCL3 before (gray bar) and after (black bar) immunotherapy in all patients who received CMV-ATCT-saline, n = 7 (A) or CMV-ATCT-DC, n = 8 (B). Bars represent mean frequencies of CMV pp65-specific CD8+ T cells expressing the particular combination of functions shown. C and D, The qualitative distribution of CMV pp65-specific CD8+ T cells before and after immunotherapy is shown for a single patient representative of either arm. ER11 and ER14 refer to the ERaDICATe trial patient numbers.

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We also assessed T-cell quality before and after immunotherapy individually in all patients (Supplementary Fig. S3) and highlight 2 patients representative of the CMV-ATCT-saline (Fig. 4C) or CMV-ATCT-DC (Fig. 4D) cohort. As shown, ERaDICate (ER) patient 11 (CMV-ATCT-saline) had no major change in T-cell functionality after immunotherapy, whereas patient ER14 (CMV-ATCT-DC) exhibited a marked reduction in the proportion of T cells monofunctional for IFNγ or TNFα, with a concomitant boost in T cells displaying all three functions. These observations are consistent with the cohorts at large; 4 of 8 patients (ER2, ER9, ER12, and ER14) receiving CMV-ATCT-DC had a dramatic reduction in the proportion of monofunctional IFNγ-secreting cells that was accompanied by an increased proportion of T cells with all three functions (Supplementary Fig. S3). Only one patient randomized to the saline arm experienced a similar shift (ER15), whereas 6 of 7 patients had little to no shift in the proportion of monofunctional IFNγ-secreting cells following therapy. Importantly, these data collectively show that polyfunctional T cells occupy a significantly increased fraction within the CMV pp65-specific CD8+ T-cell compartment following immunotherapy with CMV-ATCT-DC, indicating that in vivo antigenic stimulation using DCs may be an opportune strategy to favorably shift the functional distribution of tumor-specific T cells to more powerful effector T cells. Notably, patients who received CMV-ATCT-DC also had a significantly higher increase in polyfunctional T cells at day 7 compared with day 1 reflected by a mean fold change of 2.48 (Fig. 5, P = 0.0401), whereas patients who received CMV-ATCT-saline only had a modest mean fold change in polyfunctional T cells of 1.25.

Figure 5.

Assessment of polyfunctionality in circulating CMV pp65-specific CD8+ T cells before and after immunotherapy. Ex vivo analysis of CMV pp65-specific CD8+ T cells in peripheral blood circulation was performed to measure the frequency of cells simultaneously expressing IFNγ, TNFα, and CCL3 molecules before and after immunotherapy with CMV-ATCT-saline (white circles) or CMV-ATCT-DC (black circles). Statistical significance was determined by Wilcoxon signed rank test. The fold change of CMV pp65-specific CD8+ T cells with three functions was determined for all 15 patients (P = 0.0401). Statistical significance was determined by the Mann–Whitney test.

Figure 5.

Assessment of polyfunctionality in circulating CMV pp65-specific CD8+ T cells before and after immunotherapy. Ex vivo analysis of CMV pp65-specific CD8+ T cells in peripheral blood circulation was performed to measure the frequency of cells simultaneously expressing IFNγ, TNFα, and CCL3 molecules before and after immunotherapy with CMV-ATCT-saline (white circles) or CMV-ATCT-DC (black circles). Statistical significance was determined by Wilcoxon signed rank test. The fold change of CMV pp65-specific CD8+ T cells with three functions was determined for all 15 patients (P = 0.0401). Statistical significance was determined by the Mann–Whitney test.

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Polyfunctional T cells correlate with outcome in vaccinated patients

As polyfunctional T-cell responses are considered a biomarker of protective immunity in acute and chronic viral infections (11–13), we sought to establish their significance in this cancer study. Unlike the negative correlation between the fold change of polyfunctional T cells and improved survival in patients who received CMV-ATCT-saline (Fig. 6A, R = −0.4835, P = 0.2716), we observed a positive correlation between the fold change of polyfunctional T cells and improved survival in patients who received CMV-ATCT-DC (Fig. 6B, R = 0.7371, P = 0.0369). However, this study was not powered to detect differences between cohorts with regard to the clinical outcomes of PFS and OS, so no conclusions can be drawn with regard to the causal association between polyfunctional T-cell responses and outcome. To our knowledge, this is the first report to show that DC vaccination positively impacts T-cell responses in peripheral blood after CMV-specific T-cell therapy and suggests further studies should examine the clinical significance of enhancing T-cell polyfunctionality in immunotherapy targeting newly diagnosed GBM.

Figure 6.

Correlation of fold change of polyfunctional CMV pp65-specific CD8+ T cells with OS. Linear regression analysis was performed with the fold change of CMV pp65-specific CD8+ T cells with simultaneous expression of IFNγ, TNFα, and CCL3 and OS for all patients randomized to CMV-ATCT-saline (A; R = −0.4835, P = 0.2716 nonsignificant) or CMV-ATCT-DC (B; R = 0.7371, P = 0.0369). n = 7 for A; n = 8 for B. Associations of survival outcomes with polyfunctional T-cell frequencies were assessed using the Pearson correlation coefficient.

Figure 6.

Correlation of fold change of polyfunctional CMV pp65-specific CD8+ T cells with OS. Linear regression analysis was performed with the fold change of CMV pp65-specific CD8+ T cells with simultaneous expression of IFNγ, TNFα, and CCL3 and OS for all patients randomized to CMV-ATCT-saline (A; R = −0.4835, P = 0.2716 nonsignificant) or CMV-ATCT-DC (B; R = 0.7371, P = 0.0369). n = 7 for A; n = 8 for B. Associations of survival outcomes with polyfunctional T-cell frequencies were assessed using the Pearson correlation coefficient.

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Here, we report our ability to produce and safely administer CMV pp65-specific T cells with DC vaccination (CMV-ATCT-DC) or saline (CMV-ATCT-saline) to patients with newly diagnosed GBM. The data reported here suggest important principles that warrant a formal assessment within a larger cohort of patients in a follow-up randomized phase II study.

In designing this study, we reasoned that an effective ATCT strategy using CMV pp65-specific T cells would require a qualitative shift of T cells defined by 0–1 function to >1 function in vivo, and we believed this could be achieved by an accompanying DC vaccine based on the success of this combinatorial approach in studies targeting metastatic melanoma and B-cell malignancies (9, 14). Here, polyfunctional cells were defined by their ability to simultaneously secrete IFNγ, TNFα, and CCL3. We chose to include CCL3 in our polyfunctional T-cell panel, as we recently found CCL3 to be a critical mediator of antitumor immunotherapy in the context of tumor antigen–specific DC vaccination (15). This study demonstrates that patients with newly diagnosed GBM who are administered CMV-ATCT-DC had significant increases in the overall frequencies of polyfunctional CMV pp65-specific CD8+ T cells, and a greater proportion of these cells were identified to harbor multiple effector functions, compared with those receiving CMV-ATCT-saline.

Importantly, we observed that augmented polyfunctional T-cell presence was detected in patients treated with CMV pp65 RNA-pulsed DCs. These observations suggest that CMV pp65 specific T-cell polyfunctionality may potentially serve as a marker of effective therapeutic response and strengthen support for the role of polyfunctional T cells in the immune system's effort against GBM and other cancers, in addition to the already established role of polyfunctional T cells in protective immunity against acute and chronic viral infections (11, 12). Our findings are consistent with previous data, which described CMV-specific T cells isolated from GBM patients as being deficient in polyfunctionality, but following antigen exposure ex vivo, had restoration of their ability to generate multiple cytokines and were capable of mounting an effective antitumor response in vivo (5). Also analogous to previous reports of GBM patients receiving CMV pp65-specific T cells, patients in our study who were administered CMV-ATCT-saline did not experience significant shifts in T-cell functionality (6). Incidentally, we were able to obtain samples either at or close to progression on 2 patients after 9 cycles of temozolomide and found that the polyfunctional CD8+ pp65 antigen-specific cytokine response was greatly diminished after temozolomide was restarted in one patient and increased in the other. To our knowledge, we are the first to report that DC vaccination enhances polyfunctionality of transferred CMV pp65-specific CD8+ T cells in vivo in patients with newly diagnosed GBM.

In summary, the findings highlighted here have demonstrated the safety and feasibility of adding CMV pp65 RNA-loaded-DC to CMV pp65-specific T cells in conjunction with the clinical standard of care for patients with newly diagnosed GBM. Our data also reaffirm earlier experiences targeting CMV pp65 in newly diagnosed GBM patients by identifying CMV pp65 as a robust anti-GBM antigen. It also provides evidence that CMV pp65-specific T cells and CMV pp65 RNA-loaded DCs can be successfully generated from GBM patients, who in general possess cell-mediated immune deficiencies. As the FDA required the testing of a single antigen at a time for this immunotherapy trial, next steps would be to employ several more antigens in a multiantigenic vaccine that could elicit several different T cell–responding populations. Finally, these results indicate that adjuvant DC vaccination enhances transferred T-cell immune responses in vivo and suggest that ex vivo analyses of T-cell polyfunctionality may equip clinicians with a unique opportunity to help predict patient responses following immunotherapy, which is requisite in this era of individualized antitumor therapy.

D.A. Mitchell reports receiving a commercial research grant from Immunomic Therapeutics, Inc. and has provided expert testimony for Annias Immunotherapeutics, Inc. J.H. Sampson is a consultant/advisory board member for Annias Therapeutics. G.E. Archer and E.A. Reap are stockholders of Annias Therapeutics. No potential conflicts of interest were disclosed by the other authors.

Conception and design: E.A. Reap, G.E. Archer, P.K. Norberg, H.S. Friedman, D.A. Mitchell, J.H. Sampson

Development of methodology: E.A. Reap, G.E. Archer, R.J. Schmittling, P.K. Norberg, S.K. Nair, K.J. Weinhold, R.E. McLendon, D.A. Mitchell, J.H. Sampson

Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): E.A. Reap, K.A. Batich, G.E. Archer, R.J. Schmittling, P.K. Norberg, A. Saraswathula, A. Desjardins, R.E. McLendon, A.H. Friedman, H.S. Friedman, P.E. Fecci, D.A. Mitchell, J.H. Sampson

Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): E.A. Reap, C.M. Suryadevara, K.A. Batich, L. Sanchez-Perez, R.J. Schmittling, P.K. Norberg, J.E. Herndon II, P. Healy, K.L. Congdon, P.C. Gedeon, O.C. Campbell, K.A. Riccione, J.S. Yi, M.K. Hossain-Ibrahim, S.K. Nair, K.J. Weinhold, A. Desjardins, R.E. McLendon, H.S. Friedman, D.A. Mitchell, J.H. Sampson

Writing, review, and/or revision of the manuscript: E.A. Reap, C.M. Suryadevara, K.A. Batich, L. Sanchez-Perez, G.E. Archer, R.J. Schmittling, P.K. Norberg, J.E. Herndon II, P. Healy, K.L. Congdon, P.C. Gedeon, O.C. Campbell, A.M. Swartz, K.A. Riccione, J.S. Yi, M.K. Hossain-Ibrahim, A. Saraswathula, A.M. Dunn-Pirio, T.M. Broome, K.J. Weinhold, A. Desjardins, G. Vlahovic, R.E. McLendon, H.S. Friedman, P.E. Fecci, D.A. Mitchell, J.H. Sampson

Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): E.A. Reap, C.M. Suryadevara, K.A. Batich, G.E. Archer, P.K. Norberg, P. Healy, K.J. Weinhold, J.H. Sampson

Study supervision: E.A. Reap, G.E. Archer, D.D. Bigner, D.A. Mitchell, J.H. Sampson

The authors thank the medical staff, including S. Norman, B. Perry, and D. Lally-Goss, who supported this clinical study and provided unparalleled care and comfort to our patients. We also thank S. Janetzki (Zellnet Consulting, Inc, Fort Lee, NJ, and the Cancer Immunotherapy Consortium) for evaluating ELISpot plates and M. Roederer (NIH, Bethesda, MD) for providing access to SPICE software. We would also like to acknowledge each of the patients we have encountered who offer an endless source of inspiration. This trial is registered with www.clinicaltrials.gov (NCT00693095) as Evaluation of Recovery From Drug-Induced Lymphopenia Using Cytomegalovirus-specific T-cell Adoptive Transfer (ERaDICATe). This work was supported by grants from the NIH National Institute of Neurological Disorders and Stroke (R01-NS06703 toD.A. Mitchell), NCI (R01-CA134844 to D.A. Mitchell), and the Department of Defense (W81XWH-10-1-0089 to D.A. Mitchell). Additional support was provided by the National Brain Tumor Society (D.A. Mitchell and J.H. Sampson), the American Brain Tumor Association (D.A. Mitchell and J.H. Sampson), Accelerate Brain Cancer Cure Foundation Young Investigator's Award (D.A. Mitchell), The Kinetics Foundation (J.H. Sampson), Ben and Catherine Ivy Foundation (J.H. Sampson), and in part by Duke University's Clinical & Translational Science Awards grant 1UL2 RR024128-01 from the NIH National Center for Research Resources.

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1.
Stupp
R
,
Mason
WP
,
van den Bent
MJ
,
Weller
M
,
Fisher
B
,
Taphoorn
MJ
, et al
Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma
.
N Engl J Med
2005
;
352
:
987
96
2.
Cobbs
CS
,
Harkins
L
,
Samanta
M
,
Gillespie
GY
,
Bharara
S
,
King
PH
, et al
Human cytomegalovirus infection and expression in human malignant glioma
.
Cancer Res
2002
;
62
:
3347
50
3.
Mitchell
DA
,
Xie
W
,
Schmittling
R
,
Learn
C
,
Friedman
A
,
McLendon
RE
, et al
Sensitive detection of human cytomegalovirus in tumors and peripheral blood of patients diagnosed with glioblastoma
.
Neuro Oncol
2008
;
10
:
10
8
4.
Dziurzynski
K
,
Chang
SM
,
Heimberger
AB
,
Kalejta
RF
,
McGregor Dallas
SR
,
Smit
M
, et al
Consensus on the role of human cytomegalovirus in glioblastoma
.
Neuro Oncol
2012
;
14
:
246
55
5.
Crough
T
,
Beagley
L
,
Smith
C
,
Jones
L
,
Walker
DG
,
Khanna
R
. 
Ex vivo functional analysis, expansion and adoptive transfer of cytomegalovirus-specific T-cells in patients with glioblastoma multiforme
.
Immunol Cell Biol
2012
;
90
:
872
80
6.
Schuessler
A
,
Smith
C
,
Beagley
L
,
Boyle
GM
,
Rehan
S
,
Matthews
K
, et al
Autologous T-cell therapy for cytomegalovirus as a consolidative treatment for recurrent glioblastoma
.
Cancer Res
2014
;
74
:
3466
76
7.
Colleton
BA
,
Huang
XL
,
Melhem
NM
,
Fan
Z
,
Borowski
L
,
Rappocciolo
G
, et al
Primary human immunodeficiency virus type 1-specific CD8+ T-cell responses induced by myeloid dendritic cells
.
J Virol
2009
;
83
:
6288
99
8.
Van Gulck
E
,
Vlieghe
E
,
Vekemans
M
,
Van Tendeloo
VF
,
Van De Velde
A
,
Smits
E
, et al
mRNA-based dendritic cell vaccination induces potent antiviral T-cell responses in HIV-1-infected patients
.
AIDS
2012
;
26
:
F1
12
9.
Wimmers
F
,
Aarntzen
EH
,
Duiveman-deBoer
T
,
Figdor
CG
,
Jacobs
JF
,
Tel
J
, et al
Long-lasting multifunctional CD8+ T cell responses in end-stage melanoma patients can be induced by dendritic cell vaccination
.
Oncoimmunology
2016
;
5
:
e1067745
10.
Bernstein
DI
,
Reap
EA
,
Katen
K
,
Watson
A
,
Smith
K
,
Norberg
P
, et al
Randomized, double-blind, Phase 1 trial of an alphavirus replicon vaccine for cytomegalovirus in CMV seronegative adult volunteers
.
Vaccine
2009
;
28
:
484
93
11.
Precopio
ML
,
Betts
MR
,
Parrino
J
,
Price
DA
,
Gostick
E
,
Ambrozak
DR
, et al
Immunization with vaccinia virus induces polyfunctional and phenotypically distinctive CD8(+) T cell responses
.
J Exp Med
2007
;
204
:
1405
16
12.
Seder
RA
,
Darrah
PA
,
Roederer
M
. 
T-cell quality in memory and protection: implications for vaccine design
.
Nat Rev Immunol
2008
;
8
:
247
58
13.
Nebbia
G
,
Mattes
FM
,
Smith
C
,
Hainsworth
E
,
Kopycinski
J
,
Burroughs
A
, et al
Polyfunctional cytomegalovirus-specific CD4+ and pp65 CD8+ T cells protect against high-level replication after liver transplantation
.
Am J Transplant
2008
;
8
:
2590
9
14.
Ding
ZC
,
Huang
L
,
Blazar
BR
,
Yagita
H
,
Mellor
AL
,
Munn
DH
, et al
Polyfunctional CD4(+) T cells are essential for eradicating advanced B-cell lymphoma after chemotherapy
.
Blood
2012
;
120
:
2229
39
15.
Mitchell
DA
,
Batich
KA
,
Gunn
MD
,
Huang
MN
,
Sanchez-Perez
L
,
Nair
SK
, et al
Tetanus toxoid and CCL3 improve dendritic cell vaccines in mice and glioblastoma patients
.
Nature
2015
;
519
:
366
9