Authors: Vassiliki Saloura , Aiman Fatima , Makda Zewde ... · various histologies of head and neck...
Transcript of Authors: Vassiliki Saloura , Aiman Fatima , Makda Zewde ... · various histologies of head and neck...
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Title: Characterization of the T-cell receptor repertoire and immune microenvironment in patients with locoregionally advanced squamous cell carcinoma of the head and neck.
Authors: Vassiliki Saloura¥1, Aiman Fatima¥1, Makda Zewde1, Kazuma Kiyotani1, Ryan
Brisson1, Jae-Hyun Park1, Yuji Ikeda1, Theodore Vougiouklakis1, Riyue Bao2, Tanguy Seiwert1,
Nicole Cipriani3, Mark Lingen3, Everett Vokes1, Yusuke Nakamura1, 4
¥ These authors contributed equally to this work.
Affiliations: Department of Medicine1, Center for Research Bioinformatics2, Department of
Pathology3, Department of Surgery4, University of Chicago, Chicago, USA, Japan
Corresponding author: Vassiliki Saloura MD, 5841 S. Maryland Avenue, MC2115, Chicago,
IL, 60637, email address: [email protected]
Keywords: T-cell receptor repertoire, squamous cell carcinoma of head and neck, immune
markers, T-cell receptor sequencing, immune microenviroment
Figures: 5
Tables: 2
Word count: 3,344
Conflicts of Interest: The authors declare no potential conflicts of interest.
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Statement of translational relevance
While immunotherapy was recently approved as a promising treatment option for patients with
recurrent/metastatic squamous cell carcinoma of the head and neck (SCCHN), its application in
the curative-intent setting is still under investigation. We used pretreatment tumor tissues from
44 patients with locoregionally advanced SCCHN and showed that tumor infiltrating T-cells
clonally expand and that patients with higher GRZB levels have significantly longer recurrence-
free survival independent of tumor, nodal stage or HPV status. Furthermore, HPV-positive
patients had lower degree of T-cell expansion compared to HPV-negative patients. Our data
suggest that this could be secondary to a lower percentage of HPV-positive patients expressing
HLA-A, thus making antigen presentation less efficient in these patients. These data underscore
the significance of the immune system in SCCHN biology and provide rationale for the
introduction of immunotherapy in the curative-intent setting.
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Abstract
Purpose: Squamous cell carcinoma of the head and neck (SCCHN) is a lethal cancer with a
suboptimal 5-year overall survival of approximately 50% with surgery and/or definitive
chemoradiotherapy. Novel treatments are thus urgently awaited. Immunotherapy with
checkpoint blockade has emerged as a promising option for patients with recurrent/metastatic
SCCHN, however it has not been investigated in the curative-intent setting yet. The purpose of
this study was to investigate the T-cell receptor repertoire and the tumor microenvironment in
tumor tissues of SCCHN patients with locoregionally advanced disease.
Experimental design: We performed T-cell receptor sequencing of tumor tissues from 44
patients with locoregionally advanced SCCHN prior to treatment with definitive
chemoradiotherapy and correlated the T-cell clonality and the mRNA expression levels of
immune-related genes with clinicopathological parameters.
Results: Clonal expansion of T-cells was significantly higher in HPV-negative compared to
HPV-positive tumors, signifying more robust antigen presentation in HPV-negative tumors. The
latter was supported by the higher percentage of HPV-negative tumors expressing HLA-A
protein compared to HPV-positive tumors (p=0.049). Higher GRZB levels correlated significantly
with longer recurrence-free survival (log-rank, p=0.003) independent of tumor size, nodal stage
and HPV status.
Conclusion: Our findings support clonal expansion of T-cells in SCCHN patients with
locoregionally advanced disease and imply differences in the antigen presentation capacity
between HPV-negative and HPV-positive tumors. Elevated GRZB mRNA levels may also serve
as a favorable and independent predictor of outcome in SCCHN patients treated with
chemoradiotherapy. These data provide rationale for the introduction of immunotherapeutic
approaches in the curative-intent setting.
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Introduction
Squamous cell carcinoma of the head and neck (SCCHN) is a lethal cancer which affects
approximately 500,000 people/year worldwide and is the sixth most common cancer in global
incidence1. The 5-year overall survival is approximately 50%2. In the locoregionally advanced
stage, chemoradiotherapy and surgery are the mainstay of treatment, but metastatic and
locoregional relapses are quite common, underlining the need for more effective treatment
strategies to achieve higher cure rates. More recently, immunotherapy has emerged as a
promising treatment option with pembrolizumab being expeditiously approved by the FDA for
recurrent/metastatic SCCHN in August 2016,3 its fourth indication after melanoma, non-small
cell lung cancer and renal cell carcinoma. Nivolumab was also shown to increase 1-year overall
survival to 36% compared to 16.6% with standard chemotherapy in a phase III trial.4 This
efficacy highlights the immunogenic nature of SCCHN and supports that immune-based
therapies are a rational and promising therapeutic platform for SCCHN.
CD8+ T-cell infiltration has been associated with better overall survival and response to
chemoradiotherapy in HPV-positive and HPV-negative patients with locoregionally advanced
SCCHN, though this still remains controversial and further studies are needed to confirm these
findings.5-9 Previous work has shown that CD8+ T-cell infiltration is essential for the response of
tumors to radiotherapy.10-11 Additionally, while radiotherapy alone may induce antitumor immune
responses, preclinical work has demonstrated that it also augments an immunosuppressive
tumor microenvironment through upregulation of PD-L1, and that combination of radiotherapy
with anti-PD-L1 blockade enhances the efficacy of radiotherapy through activation of CD8+ T-
cell-mediated cytotoxicity and a decrease in tumor infiltration by myeloid-derived suppressor
cells (MDSCs).12-14 These data support the notion that stimulation of the tumor immune
microenvironment may optimize tumor responses to radiotherapy. In this context, a recent
study15 evaluated the effects of definitive chemoradiotherapy on immune cell subsets,
chemokines and cytokines in pre- and post-treatment blood samples of 10-15 patients with
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various histologies of head and neck cancer. The authors reported increases in blood circulating
CD8+ T-cells and also in the T-cell receptor (TCR) clonality in 2 of 3 patients examined.
Concurrently, an increase in MDSCs, regulatory T-cells (Tregs) and PD-1 positive T-cells was
detected, indicating that chemoradiotherapy induced both immune stimulatory as well as
immune suppressive effects. Although this study did not examine the microenvironment in tumor
tissues from patients with SCCHN, these results suggested that chemoradiotherapy may alter
the tumor microenvironment, and thus integration of immunotherapy with chemoradiotherapy in
the definitive setting would merit further investigation in SCCHN.
In this study, we pursued a comprehensive characterization of the tumor microenvironment in
locoregionally advanced SCCHN by evaluating factors that reflect the inflammatory status of the
tumor microenvironment, such as the TCR repertoire and various immune-related markers.
More specifically, we sought to investigate the pattern of TCR clonality and the expression of
immune-related genes in 44 patients with locoregionally advanced SCCHN prior to treatment
with definitive chemoradiotherapy, and to correlate these with clinicopathological characteristics,
such as HPV status, nodal and tumor stage, recurrence-free and overall survival. Overall, our
data give insight into the clonality of the T-cells infiltrating HPV-positive and HPV-negative
tumors, as well as the association of immune-related genes with survival, and provide rationale
for the integration of immunotherapy strategies in the treatment of locoregionally advanced
SCCHN.
Materials and Methods
Patient characteristics
The examined patient cohort consisted of 58 patients with locoregionally advanced SCCHN who
were previously treated with an organ-preservation approach with or without platinum-based
induction chemotherapy followed by one of the 5-fluorouracil and hydroxyurea (FHX)-based
chemoradiotherapy protocols at the University of Chicago, as previously described16. Of these
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patients, 14 were excluded from the analysis due to low CD4 and CD8 mRNA levels compared
to the rest of the cohort. Of the 44 remaining patients, 39 (89%) had participated in (FHX)-based
chemoradiotherapy clinical protocols at the University of Chicago, ensuring the homogeneity of
the treatment received. The remaining 11% of patients received off protocol platinum-based
induction chemotherapy followed by (FHX)-based chemoradiotherapy and did not require
significant dose reductions or treatment interruptions. 36 out of 44 (82%) of these patients
received platinum-based induction chemotherapy followed by (FHX)-based chemoradiotherapy,
while 8 out of 44 (18%) received (FHX)-based chemoradiotherapy only. Table 1 shows the
clinicopathological characteristics of this patient cohort.
Patient samples
RNA was isolated from fresh frozen biopsies of 58 patients with locoregionally advanced
disease previous to treatment with or without platinum-based induction chemotherapy followed
by definitive chemoradiation with one of six 5-fluorouracil and hydroxyurea (FHX)-based
chemoradiotherapy protocols at the University of Chicago. Briefly, fresh biopsies were frozen in
OCT, a section was cut and stained with hematoxylin and eosin (H&E), and then reviewed by a
head and neck pathologist to confirm histology and tumor content. Guided by the H&E slides,
the OCT region with the highest tumor burden (≥60%) was cut from the OCT block for further
processing. RNA was isolated using the AllPrepRNA/DNA/Protein Mini kit (Qiagen, #80204) or
the RNA/DNA/Protein Purification Kit (Norgen Biotek, #47700) using an Ultrasonicator
(Covaris). Samples were obtained from the University of Chicago SCCHN tissue bank (Human
Tissue Resource Center). Use of tissues was approved by the University of Chicago Institutional
Review Board (IRB#8980).
Quantitative RT-PCR
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To examine the expression levels of immune-related genes, quantitative RT-PCR from the
tumor and tumor bed cDNAs was conducted using TaqMan Gene Expression assays (Thermo
Fisher Scientific) and ABI ViiA 7 system (Applied Biosystems), according to the manufacturer's
instructions. The TaqMan probes for PD-1, PD-L1, PD-L2, OX40L, OX40, CTLA4, IDO1, B7-H3,
GRZB, PRF1, HLA-A, CD4, CD8, CD206, FoxP3 genes were purchased from Life
Technologies. Samples were run in triplicate and a probe for GAPDH was used for data
normalization.
TCR-β sequencing
The libraries for TCR-β sequencing were prepared using previously described methods.17-21
Briefly, cDNA with 5'-RACE adapter was synthesized. The TCR-β chains were amplified using a
reverse primer specific to the constant region and a forward primer for the SMART adapter.
Illumina sequence adapters with barcode sequence were then added using the Nextera XT
Index kit (Illumina, FC-131-2004). Sequencing was performed by 300-bp paired-end reads on
the Illumina MiSeq platform, using MiSeq Reagent v3 600-cycle kit (Illumina, MS-102-3003).
TCR-β repertoire analysis TCR-β repertoire analysis was performed using Tcrip software. Briefly, sequencing reads were
mapped to the human TCR-β reference sequences using Bowtie2 aligner, and then
decomposed to the V-D-J components of the CDR3s.17 The inverse Simpson’s DI value was
calculated to quantify the clonality of the TCR-β repertoires as previously reported.20,21 To
present the TCR-β repertoire of each sample, we used the Excel program (Microsoft) to
generate bar graphs and pie charts.
Immunohistochemistry in head and neck cancer tissue microarrays
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The expression levels of HLA-A in 57 HPV-negative and 25 HPV-positive SCCHN sections were
examined by immunohistochemistry. SCCHN sections were derived from biopsies of patients
with local or locoregionally advanced disease previous to treatment with either surgery with or
without adjuvant chemoradiation, or definitive chemoradiation. Slides of paraffin-embedded
squamous cell carcinoma tumor specimens were deparaffinized, rehydrated and sections were
treated with antigen retrieval buffer (Bond TM Epitope Retrieval 2, AR9640, Leica
Microsystems) in a steamer for 20 min at 96°C. Anti-HLA-A antibody (Abcam ab52922) was
applied on tissue sections for 1h incubation at room temperature. Following TBS wash, the
antigen-antibody binding was detected with the Bond Refine polymer detection system
(DS9800, Leica Biosystems, Wetzlar, Germany). Tissue sections were briefly immersed in
hematoxylin for counterstaining of the nucleus and were covered with cover glasses. An expert
head and neck cancer pathologist and an additional reviewer blinded to clinical outcomes
performed semi-quantitative analysis of HLA-A staining using the following semiquantitative
scoring: tissues with moderate or strong staining in >50% of cancer cells were defined as
positive, and tissues with no staining, weak staining or moderate/strong staining in ≤ 50% of
cancer cells were defined as negative. The tissue samples were acquired with written informed
consent from all the participating patients following the relevant protocol approval by the
University of Chicago Institutional Review Board (IRB 12-2125 and IRB 12-2117). Accordingly,
the above experimental procedure involving patient samples was conducted in accordance with
the approved guidelines by the University of Chicago Institutional Review Board.
Statistical analysis
Gene expression level and TCR-β DI were compared between patient groups using the log-rank
test (Kaplan-Meier curves) and between different clinicopathological characteristics using the
Mann-Whitney U-test (two-tailed). Univariate and multivariate Cox-regression analysis was also
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performed. Statistical analysis was carried out using Prism 6 (GraphPad) and R biostatistical
software. P < 0.05 was considered statistically significant.
Results
T-cells can clonally expand in SCCHN tumors.
To assess the TCR repertoire in the tumors of patients with locoregionally advanced SCCHN,
we obtained RNA from the tumors of 58 patients and we first examined CD8 and CD4 mRNA
expression levels. Of these samples, 14 were excluded due to low CD8 and CD4 mRNA
expression levels compared to the rest of the cohort, with 44 patients remaining for TCR-β and
immune-related gene analysis. Subsequently, we performed TCR-β sequencing by amplifying
the TCR-β cDNA using a MiSeq Illumina sequencing protocol. An average of 715,539 ± 61,940
(standard error of mean, SEM) sequence reads mapped to V, D, J and C segments were
obtained for TCR-β for all tumor samples. From these reads, 69,844 ± 7184 (SEM) were found
to be unique TCR-β complementarity determining region 3 (CDR3) clonotypes which are
important for the recognition of a unique antigen on an HLA molecule. The frequencies of the
CDR3 sequences were then calculated and clonal expansion for specific TCR-β CDR3
clonotypes was observed in both HPV-positive and HPV-negative tumors. Representative
examples of clonal expansion are shown in Figure 1A.
To assess the distribution of the TCR-β diversity among SCCHN patients, the TCR-β diversity
index (DI) was calculated as the inverse Simpson’s diversity index (1/Ds), whereby lower TCR-β
DI signifies more clonal expansion. The TCR-β DI among the 44 tumors ranged from 10 to
2,981 with a median value of 220 (Figure 1B).
HPV-negative SCCHN tumors exhibit more clonal expansion and express HLA-A more
frequently compared to HPV-positive SCCHN tumors.
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Given their viral causality, we hypothesized that HPV-positive tumors would be more
immunogenic and would thus have more clonal expansion of T-cells directed to HPV-related
epitopes, compared to HPV-negative tumors. Contrary to our expectation, the TCR-β DI was
significantly lower in HPV-negative tumors compared to HPV-positive tumors (Mann-Whitney U-
test, p=0.002) (Figure 2A). This observation remained statistically significant after removal of
heavy smokers (≥10pack-years) from the HPV-positive group and light smokers (<10pack-
years) from the HPV-negative group (Supplementary Figure 1, Mann-Whitney U-test,
p=0.004). The sum of the percentages of the top 10 TCR-β CDR3 clonotypes for each tumor
was also calculated and ranged from 7% to 52% (average=22% ± 9.5%) in HPV-negative
tumors compared to 3% to 37% (average=14.6% ± 10.6%) in HPV-positive tumors and this
difference was statistically significant (Supplementary Figure 2, Mann-Whitney U-test, p=0.01).
The fact that the TCR-β DI was found to be lower in HPV-negative tumors implies that the T-
cell infiltration in these tumors is characterized by greater expansion of T-cell clones compared
to HPV-positive tumors. One explanation for this finding could be that the tumor
microenvironment of HPV-positive tumors and the chronic nature of the HPV-infection may
promote T-cell anergy or exhaustion. However, comparison of the mRNA levels of immune-
related genes associated with T-cell anergy and/or exhaustion, such as CTLA4 and PD-1, did
not reveal any significant differences between HPV-positive and HPV-negative tumors
(Supplementary Figure 3). Additionally, IDO1, PD-L1, PD-L2, CD206, a marker of myeloid
derived suppressor cells, and FOXP3/CD4, a ratio reflecting the presence of T-regulatory cells,
were not statistically different between the two groups (Supplementary Figure 3).
Another possibility that could explain the higher TCR-β DI in HPV-positive SCCHN tumors is
that, in these tumors, recognition of neoepitopes by T-cells may be less efficient due to defects
in HLA expression and/or antigen presentation. Given that the majority of antigens presented by
cancer cells that have been reported are mostly associated with HLA-A alleles22, we chose to
concentrate on HLA-A expression defects. To further assess whether HLA-A expression is
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defective in HPV-positive compared to HPV-negative tumors, the protein levels of HLA-A were
compared between HPV-positive (N=25) and HPV-negative (N=57) patients using
immunohistochemistry in a separate cohort of SCCHN patients with locoregionally advanced
disease and available tissue microarrays. Results showed that 44% (11/25) of HPV-positive
tumors were HLA-A positive, compared to 68% (39/57) of HPV-negative tumors, a difference
which was statistically significant (Fisher’s exact test, p=0.049), indicating more frequent HLA-A
defects in HPV-positive SCCHN tumors (Figure 2B). Figure 2C shows representative examples
of HLA-A staining in HPV-positive (Figure 2C (i)) and HPV-negative patients (Figure 2C (ii)).
Correlation of the HLA-A IHC staining with the TCR-β DI was not feasible due to lack of
available RNA in this patient cohort.
Association of TCR-β DI with survival outcomes and other clinicopathological
characteristics.
Potential correlations of the TCR-β DI with recurrence-free and overall survival were examined
in HPV-positive and HPV-negative patients, but no associations were found (Supplementary
Figure 4). Associations of the TCR-β DI with T stage, N stage and tumor localization were also
examined, but no statistically significant differences were observed (Supplementary Figure 5).
High pretreatment levels of GRZB are associated with improved recurrence-free survival
in patients with SCCHN treated with definitive chemoradiotherapy.
Previous work has shown that CD8+ T-cell infiltration is associated with improved survival and
response to chemoradiotherapy of patients with HPV-positive and HPV-negative locoregionally
advanced SCCHN,6-9 however no studies have systematically evaluated the role of the tumor
microenvironment in the clinical outcome of these patients. Given several lines of preclinical
evidence supporting that an active immune response is critical for a successful radiotherapy
response,10 we hypothesized that SCCHN patients with higher levels of intratumoral immune-
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related markers would exhibit longer disease-specific recurrence-free survival (RFS) and/or
overall survival (OS) after treatment with chemoradiotherapy.
To investigate this hypothesis, we analyzed the expression levels of CD8, CD4, FOXP3,
CD206, PD-1, CTLA4, OX40, IDO1, PD-L1, PD-L2, OX40L, B7-H3, GRZB (granzyme B), PRF1
(perforin) and HLA-A genes with RT-PCR in tumor samples from the previously described 44
patients with locoregionally advanced SCCHN and examined their association with disease-
specific RFS and OS of these patients. Univariate and multivariate Cox-regression analysis of
each of the immune markers with HPV status, tumor and nodal stage, which are known to affect
RFS and OS in SCCHN, was conducted. Patients with higher GRZB intratumoral levels had
significantly longer RFS compared to patients with lower GRZB levels (log-rank test, p=0.003),
and this relationship remained significant after multivariate analysis for HPV status, tumor and
nodal stage (p=0.032) (Figure 3A). Significantly longer RFS was also observed in patients with
higher levels of OX40 (log-rank test, p=0.008) and PD-L1 (log-rank test, p=0.027), however after
multivariate analysis the significance was lost, though a trend was still observed (p=0.052 for
OX40, p=0.09 for PD-L1) (Figure 3B, 3C). Higher levels of PD-L2 and HLA-A were also
associated with increased RFS with significance or trends to significance observed after
multivariate analysis for HPV status, tumor and nodal stage (p=0.042 for PD-L2, p=0.051 for
HLA-A) (Figure 3D, 3E). Interestingly, PD-L1, PD-L2 and HLA-A were also significantly and
positively associated with levels of GRZB and PRF1, indicating the presence of an active anti-
tumor immune infiltrate and the generation of adaptive immune resistance (Figure 4A, B). A
positive association with GRZB or PRF1 was also observed with B7-H3, CD206, FOXP3 and
CTLA4, further supporting the presence of adaptive immune resistance within SCCHN tumors
(Supplementary Figure 6). Longer RFS was also observed in patients with higher CD8 levels
(p=0.046), PRF1 (p=0.048), CD4 (p=0.052), OX40L (p=0.037) and CTLA4 (p=0.055), but these
associations were lost with multivariate analysis for HPV status, nodal and tumor stage. Results
of multivariate analysis are shown in Table 2. No associations were found between PD-1
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(p=0.16), FOXP3 (p=0.20), B7-H3 (p=0.95), IDO1 (p=0.15) and CD206 (p=0.53) andRFS. OS
analysis did not reveal significant associations with any of the examined immune markers after
multivariate analysis (Supplementary Table 1).
These results indicate that increased levels of GRZB portend improved response to
chemoradiotherapy and maintenance of disease remission in SCCHN patients with
locoregionally advanced disease, independent of HPV status, nodal or tumor stage.
Furthermore, expression of PD-L1, PD-L2 and B7-H3, as well as immune suppressive cell
subtypes, such as MDSCs and T-regs, may develop as mechanisms of adaptive immune
resistance to an active immune infiltrate.
Association of intratumoral immune markers with other clinicopathological parameters.
We sought to further assess whether any of the aforementioned immune-related genes are
associated with other clinicopathological parameters, such as tumor size, nodal stage, primary
tumor location and HPV status. Interestingly, we found that higher B7-H3 levels correlated
significantly with high risk T-stage (Mann-Whitney U-test, p=0.009) (Figure 5A), implicating B7-
H3 as a mechanism of immune evasion in SCCHN. Additionally, HPV-positive tumors had
significantly higher levels of OX40 (Mann-Whitney U-test, p=0.037) and a trend towards
increased OX40L levels (Mann-Whitney U-test, p=0.07) (Figure 5B), implying that the
OX40/OX40L pathway may be important in enabling antitumor immune activity in HPV-positive
SCCHN. No other markers showed association with T-stage and HPV status and no other
significant associations were observed between immune-related markers, nodal stage and
primary location.
Association of intratumoral immune markers with TCR-β DI.
We performed additional correlations between the mRNA expression levels of the examined
immune markers and the TCR-β DI in our cohort of 44 patients. Results showed a significantly
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positive association between the expression of CD4, CTLA4 and FOXP3 mRNA and the TCR-β
DI (CD4: r=0.44, p=0.0035, FOXP3: r=0.49, p=0.0009, CTLA4: r=0.43, p=0.0038)
(Supplementary Figure 7), signifying that higher numbers of T-regulatory cells may “dampen”
the function of cytotoxic T-cells and reduce clonal expansion of neoantigen-specific T-cells. This
finding is in accordance with multiple studies supporting the importance of T-regulatory cells in
SCCHN biology, with clinical trials actively investigating CTLA4 inhibition not only in
recurrent/metastatic SCCHN, but also in the locoregionally advanced, curative-intent setting23-25.
No significant associations were found between GRZB, PRF1, as well as the remaining immune
markers, with the TCR-β DI.
Discussion
This study is the first to investigate the TCR repertoire and its associations with various
clinicopathological parameters of prognostic significance in patients with locoregionally
advanced SCCHN prior to treatment with chemoradiotherapy. Our data support the pre-
existence of clonal expansion of T-cells in SCCHN tumors prior to treatment with
chemoradiotherapy, signifying the possible presence and recognition of specific neoepitopes by
T-cells. This finding provides a proof-of-concept for the application of immunotherapeutic
strategies that could potentiate and/or unleash the antitumor function of tumor infiltrating effector
T-cells that pre-exist and already recognize neoepitopes in patients with locoregionally
advanced SCCHN.
Another interesting finding of this study is the significantly higher clonal expansion of T-cells in
HPV-negative, smoking-related SCCHN tumors compared to HPV-positive SCCHN tumors. A
possible reason that could explain this finding is that HPV-positive SCCHN tumor cells may
have a defect in their antigen presenting machinery induced by HPV viral proteins, thus evading
recognition by effector T-cells. Indeed, our findings support that a significantly lower percentage
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of HPV-positive SCCHN tumors express HLA-A protein compared to HPV-negative SCCHN
tumors, indicating an inherent defect in the expression of HLA-A in HPV-infected SCCHN
cancer cells. In accordance to this finding, previous work has also demonstrated that the HPV16
E7 viral oncoprotein interacts with histone deacetylases (HDACs) 1, 2 and 8 at the promoter
region of MHC class I genes and transcriptionally downregulates their expression in HPV-
infected cervical cancer cells.26 Furthermore, the HPV16 E5 protein has been shown to
decrease the expression of MHC class I proteins through their sequestration in the endoplasmic
reticulum of W12 cervical intraepithelial cells.27 Additionally, Albers et al has demonstrated
decreased protein expression of HLA class I antigens in HPV-positive SCCHN compared to
normal squamous epithelium28, while Tertipis et al has shown that the expression of the antigen
presenting machinery components, TAP2, LMP2 and LMP7, is decreased in HPV-positive
SCCHN cells.29 Another reason that could have explained the higher T-cell diversity in HPV-
positive SCCHN tumors is a more immunosuppressed tumor microenvironment in HPV-positive
tumors that could inhibit antigen-specific T-cell expansion, our data though did not reveal any
statistically significant differences in the expression of immune-related genes between HPV-
positive and HPV-negative SCCHN tumors. Finally, a possibility that could also explain the
lower TCR-β DI in patients with HPV-negative SCCHN is that the neoantigens present in
smoking-related SCCHN may be more immunogenic by binding more strongly to the HLA class
I and/or the T-cell receptor molecules, compared to HPV-related viral antigens. Interestingly,
while the mutation load in HPV-positive SCCHN is similar to that of HPV-negative SCCHN, 16, 30
it could be speculated that the abundance of HPV-related viral antigens may compete with
neoantigens present at potentially lower concentrations within the HPV-infected cancer cells,
thus leading to predominance of presentation of viral epitopes. Furthermore, it cannot be
excluded that smoking-induced mutations, characterized by transversions of purine nucleotides
to other purines and pyrimidine nucleotides to other pyrimidines, may lead to neoepitopes that
have different affinity to HLA class I molecules compared to the ones induced by the recently
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described cytosine deaminase activity of the apolipoprotein B editing enzyme catalytic family of
enzymes (APOBEC) which is increased in HPV-positive tumors and is characterized by a
predominance of cytosine to thymidine mutations.30 In addition, it can be hypothesized that
HPV-infected patients may tend to express specific HLA class I molecules that have inherently
lower affinity to HPV-viral epitopes, which could be a mechanism of persistence or immune
evasion of the HPV virus. These hypotheses would merit further investigation as potential
causes of the difference in the TCR-β repertoire diversity between HPV-positive and HPV-
negative SCCHN tumors.
The lack of correlation of the TCR-β DI with survival outcomes could be explained by a
number of reasons. First, only 9 out of the 44 patients had recurrent disease, making the
survival analysis difficult to derive definite conclusions. Second, it cannot be excluded that the
clonally expanded tumor infiltrating T-cell subtypes include both CD8+ and CD4+ T-cells,
potentially also T-regs which may “dampen” an anti-tumor immune response and thus contribute
to worse survival outcomes. Third, even in the presence of clonal expansion of CD8+ T-cells
recognizing robust neoepitopes, the TCR-β DI alone does not take into consideration the
functional effect of the tumor microenvironment on effector T-cells. This is further supported by
the lack of association between GRZB and PRF1 with the TCR-β DI in our patient cohort,
indicating that expansion of effector T-cells does not necessarily imply effective antitumor
cytotoxicity.
Additionally, patients with locoregionally advanced SCCHN with longer RFS expressed higher
pretreatment levels of immune markers, compared to patients with shorter RFS. Specifically,
higher levels of GRZB and PD-L2 were significantly associated with longer RFS in patients
treated with chemoradiotherapy regardless of HPV status, tumor and nodal stage, suggesting
that the pre-existence of an intrinsically inflamed microenvironment enhances
chemoradiotherapy effects. Trends to significance were also found for OX-40, PD-L1 and HLA-
A. This is in accordance with preclinical data showing that the presence of CD8+ T-cells and the
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induction of an active immune response is necessary for the antitumor effects of radiotherapy,10
as well as with recent data showing significant prolongation of survival by boosting an immune
response with PD-1 blockade in patients with metastatic SCCHN.4 The trend of a positive
association of HLA-A with longer RFS may also signify more robust antigen presentation,
leading to more effective antitumor inflammation. With the above in mind, it would be a rational
next step to evaluate the pretreatment levels of immune markers, such as GRZB, PD-L1, PD-
L2, OX-40 and HLA-A, as predictors of recurrence in patients with locoregionally advanced
SCCHN after chemoradiotherapy in a larger validation cohort and subsequently in a prospective
setting.
Expression levels of PD-L1, PD-L2 and B7-H3, which are expressed either by cancer or
stromal cells, as well as markers of immune suppressive cell subtypes, such as MDSCs
(CD206) and T-regs (CTLA4, FOXP3), were also found to be significantly and positively
associated with higher GRZB and PRF1 levels, indicating these pathways as potential
mechanisms of adaptive immune resistance in patients with locoregionally advanced SCCHN.
These findings suggest that targeting these mechanisms may be a promising approach to
potentiate the therapeutic effect of chemoradiotherapy in SCCHN.
Furthermore, our data show that higher levels of B7-H3 are significantly associated with high
risk tumor stage (T4). This implies that B7-H3 may be important in the progression of SCCHN to
more aggressive tumor stages by promoting immune evasion and thus warrants further
investigation as a modulator of the immunobiology of head and neck cancer. B7-H3, a member
of the B7/CD28 superfamily, is a potent inhibitor of CD8+ T-cell activation31 and has been
shown to be overexpressed in multiple cancer types, including SCCHN, while its expression in
normal tissues is limited. MGA271 is a humanized monoclonal antibody that is already being
investigated in phase I clinical trials, including patients with SCCHN.32 Furthermore, our findings
also suggest that HPV-positive SCCHN tumors have significantly higher OX40 levels compared
to HPV-negative SCCHN tumors. It is thus possible that HPV-positive patients may benefit more
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from OX40 agonists which is currently under investigation in clinical trials for patients with
SCCHN.33-34
Limitations of this study are its hypothesis generating nature and its small sample size,
making larger cohorts necessary to validate these results and expand analysis in HPV-positive
versus HPV-negative patients. Furthermore, our TCR sequencing methodology did not
differentiate between CD4+ and CD8+ tumor infiltrating T-cells, which would require flow
cytometry analysis of fresh tumor samples. Additionally, due to the limited availability of cancer
tissues, we could not correlate the TCR-β DI with HLA-A protein expression in our main cohort
of 44 patients. Also, although HLA-A mRNA levels in our 44 patient cohort showed a trend for
lower expression in HPV-positive patients compared to HPV-negative patients, this was not
statistically significant (p=0.06), making any definite conclusion on the association of HLA-A with
the TCR-β DI precarious (Supplementary Figure 8). Finally, it would be important for future
studies to confirm the aforementioned immune marker correlations at the protein level.
In conclusion, to our knowledge this is the largest study exploring the TCR repertoire and the
immune tumor microenvironment of SCCHN tumors in the locoregionally advanced stage. Our
data suggest clonal expansion of T-cells infiltrating the tumors of patients with locoregionally
advanced SCCHN and provide rationale to introduce immunotherapeutic approaches in the
curative-intent setting, and to pursue the identification of relevant neoantigens. Our group is
currently pursuing the discovery of neoantigens in SCCHN, which could truly alter the treatment
paradigm in the curative-intent setting, either by the introduction of neoadjuvant or adjuvant
approaches through neoantigen-based personalized vaccines or personalized adoptive T-cell
transfer that could potentially enhance chemoradiotherapy effects or reduce recurrence rates. In
HPV-positive tumors, the T-cell infiltrate seems to be more diverse, and this could be secondary
to virally-induced defective expression of HLA class I molecules. Approaches that could restore
the HLA class I expression would thus merit further investigation as a method to increase
response to immunotherapy in HPV-positive SCCHN. Furthermore, locoregionally advanced
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SCCHN patients with intrinsically inflamed tumors have longer recurrence-free survival after
chemoradiotherapy treatment, compared to patients who have lower levels of intratumoral
inflammatory markers, with GRZB and PD-L2 reaching statistical significance. These immune
markers could be further explored as predictive biomarkers to select patients with locoregionally
advanced SCCHN who could benefit from immune-boosting treatments prior to
chemoradiotherapy or from de-escalation of curative-intent treatment.
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Weinberg AD, Urba WJ. OX40 signaling in head and neck squamous cell carcinoma:
Overcoming immunosuppression in the tumor microenvironment. Oral Oncol. 2016; 52:1-10.
doi: 10.1016/j.oraloncology.2015.11.009.
Figure legends
Figure 1. Clonality of TCR-β in patients with locoregionally advanced SCCHN. (A)
Examples of the distribution of the TCR-β CDR3 unique clonotypes in HPV-negative and HPV-
positive patients. Pie charts depict clonotypes with more than 0.1% frequency in each patient.
Common colors among different pie charts do not represent identical clonotypes. The orange
portion of each pie chart contains clonotypes with less than 0.1% frequency. (B) TCR-β diversity
index (DI) distribution among 44 SCCHN tumors calculated as the inverse Simpson’s index
(1/D). Bars in orange and grey represent HPV-positive versus HPV-negative patients
respectively.
Figure 2. HPV-negative SCCHN tumors exhibit more clonal expansion and express higher
levels of HLA-A compared to HPV-positive tumors. (A) TCR-β DI in HPV-negative versus
HPV-positive patients (N=44, Mann-Whitney U-test, * p=0.002). Y axis is presented in
logarithmic scale. (B) Histogram representing the cumulative results of immunohistochemical
(IHC) analysis for HLA-A in a separate cohort of patients with locoregionally advanced SCCHN
(N=82). The percentage of HPV-negative (N=57) and HPV-positive (N=25) patients that are
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HLA-A positive or HLA-A negative by IHC are presented. 68% of HPV-negative tumors were
HLA-A positive compared to 44% of HPV-positive tumors (Fisher’s exact test, p=0.049). (C)
Representative examples of IHC for negative HLA-A staining in HPV-positive (i) versus positive
HLA-A staining in HPV-negative patients (ii).
Figure 3. GRZB predicts recurrence in SCCHN patients treated with definitive
chemoradiotherapy. Recurrence-free survival Kaplan-Meier curves analyzed by log-rank test
for (A) GRZB (p=0.003), (B) OX40 (p=0.008), (C) PD-L1 (p=0.027), (D) PD-L2 (p=0.175), (E)
HLA-A (p=0.15). The median of mRNA values was used to dichotomize patients in high
versus low expressing groups. mRNA levels of immune markers were obtained by RT-PCR
from pretreatment samples of patients with SCCHN who received definitive chemoradiotherapy.
Normalization was performed by GAPDH.
Figure 4. Correlation of PD-L1, PD-L2 and HLA-A levels with GRZB and PRF1 in
pretreatment tumor samples of patients with locoregionally advanced SCCHN. (A) PD-L1,
PD-L2 and HLA-A correlate positively with GRZB (A) and (B) PRF1. Pearson’s correlation
coefficient and p-value was calculated for each association and shown in each graph separately
for each immune marker. mRNA levels were normalized by GAPDH.
Figure 5. Associations of clinicopathological characteristics with immune markers in
SCCHN. (A) B7-H3 is associated with high risk tumor stage (Mann-Whitney U-test, p=0.009).
RT-PCR for B7-H3 in patients low (T1-T3) versus high risk (T4) SCCHN tumor stage. mRNA
levels normalized by GAPDH. (B) HPV positive tumors are associated with higher levels of
OX40 (Mann-Whitney U-test, p=0.037). RT-PCR for OX40 in patients with HPV-positive versus
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HPV-negative SCCHN tumors. OX40L also showed a trend for higher expression in HPV-
positive tumors (Mann-Whitney U-test, p=0.07). mRNA levels normalized by GAPDH.
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Table 1. Clinicopathological characteristics of 44 patients with locoregionally advanced SCCHN. Clinicopathological Parameters Smoking status1
0-10py >10py
15 (34%) 29 (66%)
Stage1
I II III IVA IVB
0 (0%) 0 (0%) 2 (5%)
37 (84%) 5(11%)
T1
T1 T2 T3 T4
2 (5%)
11 (25%) 13 (30%) 18 (40%)
N1
N0 N1 N2a N2b-c N3 Nx
1 (2%) 5 (12%) 1 (2%)
31 (71%) 5 (11%) 1 (2%)
HPV status1
p16+ p16-
27 (61%) 17 (39%)
Anatomic site Tonsil/Base of tongue Oral cavity Larynx Hypopharynx Pharynx Other
26 (59%) 5 (11%) 5 (11%) 4 (9%) 2 (5%) 1 (2)%
1 Patients with missing data excluded
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Table 2. Univariate and multivariate Cox-regression analysis of recurrence-free survival for immune markers and HPV status, tumor and nodal stage.
HPV: Human papilloma virus, T: tumor stage, N: nodal stage.
Log-rank Univariate Multivariate HPV + T + N P-value P-value P-value Hazard Ratio GZRB 0.003 0.019 0.032 0.087 [0.009-0.81] PD-L2 0.175 0.2 0.042 0.185 [0.03-0.94] HLA-A 0.15 0.17 0.051 0.249 [0.06-1] OX40 0.008 0.032 0.052 0.123 [0.01-1] PD-L1 0.027 0.047 0.09 0.255 [0.05-1.23] CTLA4 0.056 0.08 0.126 0.284 [0.05-1.42] OX40L 0.037 0.059 0.13 0.293 [0.05-1.44] PRF1 0.048 0.069 0.155 0.32 [0.06-1.53] CD4 0.052 0.076 0.21 0.358 [0.07-1.8] CD8 0.046 0.07 0.28 0.396 [0.07-2.13]
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Published OnlineFirst April 25, 2017.Clin Cancer Res Vassiliki Saloura, Aiman Fatima, Makda Zewde, et al. advanced squamous cell carcinoma of the head and neckimmune microenvironment in patients with locoregionally Characterization of the tumor T-cell receptor repertoire and
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