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Queen’s Cancer Research Institute, Kingston, ON, CanadaDepartment of Biomedical and Molecular Sciences, Queen’s University, Kingston, ON, CanadaDepartment of Pathology and Molecular Medicine, Queen’s University, Kingston, ON, Canada
Queen’s Cancer Research Institute, Kingston, ON, CanadaDepartment of Biomedical and Molecular Sciences, Queen’s University, Kingston, ON, CanadaDepartment of Urology, Queen’s University, Kingston, ON, Canada
Corresponding author. Department of Biomedical and Molecular Sciences and Obstetrics and Gynecology, Queen’s University, Kingston, Ontario K7L3N6, Canada. Tel. +1 613 533 2979.
Queen’s Cancer Research Institute, Kingston, ON, CanadaDepartment of Biomedical and Molecular Sciences, Queen’s University, Kingston, ON, CanadaDepartment of Urology, Queen’s University, Kingston, ON, Canada
Non–muscle-invasive bladder cancer (NMIBC) is over three times as common in men as it is in women; however, female patients do not respond as well to immunotherapeutic treatments and experience worse clinical outcomes than their male counterparts. Based on the established sexual dimorphism in mucosal immune responses, we hypothesized that the tumor immune microenvironment of bladder cancer differs between the sexes, and this may contribute to discrepancies in clinical outcomes.
Objective
To determine biological sex-associated differences in the expression of immune regulatory genes and spatial organization of immune cells in tumors from NMIBC patients.
Design, setting, and participants
Immune regulatory gene expression levels in tumors from male (n = 357) and female (n = 103) patients were measured using whole transcriptome profiles of tumors from the UROMOL cohort. Multiplexe immunofluorescence was performed to evaluate the density and spatial distribution of immune cells and immune checkpoints in tumors from an independent cohort of patients with NMIBC (n = 259 males and n = 73 females).
Outcome measurements and statistical analysis
Transcriptome sequencing data were analyzed using DESeq2 in R v4.0.1, followed by application of the Kruskal-Wallis test to determine gene expression differences between tumors from males and females. Immunofluorescence data analyses were conducted using R version 3.5.3. Survival analysis was performed using survminer packages.
Results and limitations
High-grade tumors from female patients exhibited significantly increased expression of B-cell recruitment (CXCL13) and function (CD40)-associated genes and the immune checkpoint genes CTLA4, PDCD1, LAG3, and ICOS. Tumors from female patients showed significantly higher infiltration of PD-L1+ cells and CD163+ M2-like macrophages than tumors from male patients. Increased abundance of CD163+ macrophages and CD79a+ B cells were associated with decreased recurrence-free survival.
Conclusions
These novel findings highlight the necessity of considering sexual dimorphism in the design of future immunotherapy trials in NMIBC.
Patient summary
In this study, we measured the abundance of various immune cell types between tumors from male and female patients with non–muscle-invasive bladder cancer. We demonstrate that tumors from female patients have a significantly higher abundance of immunosuppressive macrophages that express CD163. Higher abundance of tumor-associated CD163-expressing macrophages and B cells is associated with shorter recurrence-free survival in both male and female patients.
Urothelial bladder cancer is the tenth most common cancer worldwide, with an estimated 549 000 incident cases and 200 000 deaths caused by the disease annually [
]. Bladder cancer can broadly be categorized based on the depth of tumor invasion. Approximately 75% of incident cases present as non–muscle-invasive bladder cancer (NMIBC), while the rest are classified as muscle-invasive disease [
]. The first-line treatment for bladder cancer is transurethral resection of bladder tumor (TURBT) surgery. Following surgical resection, patients with high-risk features (such as high stage, grade, or tumor multifocality) [
Predicting recurrence and progression in individual patients with stage Ta T1 bladder cancer using EORTC risk tables: a combined analysis of 2596 patients from seven EORTC trials.
] are best treated with intravesical bacillus Calmette-Guérin (BCG) immunotherapy. BCG is a live-attenuated form of Mycobacterium bovis, and in addition to its clinical role in treating high-risk NMIBC, BCG is also used as a vaccine for the prevention of tuberculosis.
While the incidence of bladder cancer is over three times higher in men [
], women suffer earlier recurrences following treatment with BCG immunotherapy and experience shorter progression-free survival (PFS) when compared with their male counterparts [
]. Aligning with this, patient biological sex has recently emerged as an important factor in determining response to contemporary immunotherapies, such as anti-PD-1/PD-L1 and anti-CTLA4 immune checkpoint blockade therapy [
]. Clearly, patient sex (biological differences) and gender (social/behavioral differences) are associated with the incidence and clinical outcomes of NMIBC; however, these factors are understudied in biomarker and treatment design [
]. Emerging evidence suggests that the TIME plays a similarly important role in determining the response of bladder cancer patients to treatment with BCG immunotherapy [
Roumiguié M, Compérat E, Chaltiel L, et al. PD-L1 expression and pattern of immune cells in pre-treatment specimens are associated with disease-free survival for HR-NMIBC undergoing BCG treatment. World J Urol. July 14. https://doi.org/10.1007/s00345-020-03329-2.
]. Both host and cancer cell intrinsic factors influence the recruitment and functional states of immune cells, meaning the TIME of NMIBC can range across a spectrum from non-inflamed (low/no immune infiltration) to highly inflamed (high immune cell infiltration) [
]. Furthermore, preclinical studies in murine models have shown that females exhibit a higher magnitude of immune responses to urinary pathogens than males [
]. Advancing age, microbial challenges, host genetics, and postmenopausal hormonal changes also contribute to an increased recruitment of adaptive immune cell populations in the female bladder compared with that in males (unpublished data). Despite mounting evidence of the importance of these cell types in response to immunomodulatory therapy in several other cancers, their sex-specific roles and functional states within the NMIBC TIME have yet to be elucidated fully.
We hypothesized that the TIME of NMIBC would demonstrate significant differences between the sexes and, second, that this sexual dimorphism may be associated with clinical outcomes. To test this hypothesis, we utilized two large, independent cohorts of patients with NMIBC: the UROMOL cohort, a publicly available dataset of tumors from 460 patients [
], and the Kingston Health Sciences Center (KHSC) cohort (n = 332 patients). We evaluated the tumor transcriptome profiles of the UROMOL cohort to determine sex-associated differences in immune regulatory (with stimulatory and inhibitory functions) genes. Guided by the results of this gene expression analysis, we further investigated the density and spatial distribution of selected immune cell populations and immune checkpoint proteins in tumors from patients in the KHSC cohort. Findings from our study provide the first evidence for sex-associated differences in the TIME of NMIBC.
2. Patients and methods
2.1 Patient cohorts and clinical data
This study was approved by the Ethics Review Board at Queen’s University. Clinical details of the UROMOL cohort were previously reported by Hedegaard et al [
]. The KHSC cohort included 509 NMIBC archival TURBT surgeries from 332 patients between 2008 and 2016. Cases were reviewed by expert pathologists (D.B. and L.C.), using the World Health Organization 2016 grading system [
] and are described in Supplementary Table 1. Six tissue microarrays (TMAs) were constructed with duplicate 1.0-mm cores. Recurrence was defined as the time from each patient’s earliest TURBT resection to next malignant diagnosis. Operative notes were reviewed to exclude re-resections as recurrences.
2.2 RNA-sequencing data analysis
Raw RNA-sequencing data from 460 NMIBC samples in the UROMOL cohort [
] were downloaded (https://www.ebi.ac.uk/ega/studies/EGAS00001001236), and VST-normalized data were obtained by employing the vst function on DESeq2 in R v4.0.1. Further, we compiled a list comprising immune-cell markers and regulatory genes (with stimulatory and inhibitory functions) based on our previous report [
]. We then compared the expression of these VST-normalized genes between four groups of patients: high-grade female, low-grade female, high-grade male, and low-grade male. The Kruskal-Wallis test was employed to determine significant differences between the four groups.
2.3 Multiplex immunofluorescence staining for immune markers
TMAs were stained with three panels of primary antibodies. The first panel contained antibodies against CD3+, CD8+, Ki67+, CK5+ and FoxP3+ cells. The second panel contained antibodies against PD-1+, PD-L1+, IDO-1+, and CK5+ cells. The third panel contained antibodies against CD163+, CD79a+, CD103+, and GATA3+ cells. Expression for the following cell types and immune checkpoints was evaluated in the epithelial and stromal compartments: T cells (CD3+CD8+Ki67, CD3+CD8+Ki67+, CD3+CD8-FOXP3–, and CD3+CD8-FOXP3+), immune checkpoints (PD-1+, PDL1+, and CK5+PDL1+), B cells (CD79a+), M2-like tumor-associated macrophages (TAMs; CD163+), and tissue-resident memory T cells (CD103+). The presence of these immune markers was evaluated for each core by automated multiplex immunofluorescence staining at the Molecular and Cellular Immunology Core (MCIC) facility, BC Cancer Agency. All antibodies were provided by Biocare Medical (Pacheco, CA, USA) and distributed by Inter Medico (Markham, ON, Canada).
2.4 Automated scoring of multiplex immunofluorescence staining for immune markers
The stained TMA sections were scanned using the Vectra multispectral imaging system. Tissue segmentation into stromal and epithelial compartments was performed using PerkinElmer’s (Hopkinton, MA, USA) inForm software. Ten randomly selected cores were utilized to train three independent algorithms in PerkinElmer’s inForm software package. The inForm software identified positive pixels for all the selected immune markers using each of the three independent algorithms. The average of the three independent algorithms was taken for all three sets of immune markers in each core. Cores that were missing ≥75% of the tissue were excluded from further analyses.
2.5 Manual validation of automated scoring of multiplex immunofluorescence staining
Standard deviation between the three algorithms was calculated for each of the immune markers within both the epithelial and the stromal compartment. Outliers were identified and cross-referenced with the composite image of the corresponding TMA core to verify the discrepancy before excluding the outlying data points from further analysis. Any quantifications that included mis-identification of histological artifacts as immune cells by any of the three algorithms were also excluded from analysis. Algorithms that consistently over- or undercalled the immune marker quantification were excluded from analysis. Further visual validation of the automated scoring was performed for randomly selected TMA cores.
2.6 Statistical analysis
Analyses were conducted using R version 3.5.3. Kaplan-Meier curves were plotted using log-rank statistics with survival and survminer packages. Follow-up time for Kaplan-Meier curves ended when 10% of patients remained in each group [
]. Log-rank statistics were used to optimize thresholds for an ideal number of CD163+ M2-like TAMs/CD79a+ B cells associated with shorter recurrence-free survival (RFS), using the maxstat package in R. Optimal thresholds are summarized in Supplementary Table 3. Univariate and multivariable analyses were performed and visualized using the survival and ggplot2 packages in R.
3. Results
3.1 Female patients with high-grade NMIBC exhibit shorter PFS
In the KHSC cohort, 22% of the patients were female, 60% of the entire cohort had high-grade disease at original presentation, and the majority (88%) did not have evidence of BCG immunotherapy prior to collection of their specimens (BCG naïve). Approximately 54% of patients received one or more doses of BCG. Clinical care of all patients was coordinated at a single treatment clinic, and decisions regarding adjuvant therapies were based on risk stratification in concordance with American Urological Association (AUA) risk stratification [
]. The UROMOL cohort had a similar proportion of female patients (22%). The proportions of patients who underwent BCG immunotherapy were 19% and 54% in the UROMOL and KHSC cohorts, respectively. In alignment with previous reports on sex-associated differential outcomes, female patients with high-grade NMIBC had shorter PFS than their male counterparts in both the cohorts (Fig. 1A and B).
Fig. 1Patients with NMIBC exhibit sexual dimorphism in progression-free survival and tumor immune microenvironment. Kaplan-Meier survival curves showing female patients with high-grade NMIBC experienced significantly (p < 0.001) shorter PFS than their male counterparts and patients with low-grade tumors, in both (A) the UROMOL and (B) the KHSC cohorts. Kaplan-Meier survival analyses were performed using log-rank statistics with survival and survminer packages. (C) High-grade tumors from female patients in the UROMOL cohort exhibit significantly increased expression of immunoregulatory genes CXCL13, PDCD1, CD40, CTLA4, and ICOS. VST-normalized genes between four cohorts are as follows: high-grade cancer in females (HG_F), low-grade cancer in females (LG_F), high-grade cancer in males (HG_M), and low-grade cancer in males (LG_M). The Kruskal-Wallis test was employed to determine statistically significant differences. Violin plots of the mean cell counts for (D) CD163+ and (E) CD79a+ cell populations in the epithelial (left) and stromal (right) compartments of tumors from the KHSC cohort. Plots were stratified by low- and high-grade samples for males (blue) versus females (pink). Significant differences were signified by asterisks between grades (with bracket) and between sexes (no bracket), as determined by the Mann-Whitney U test. * p < 0.05. ** p < 0.01. *** p < 0.001. (F) In a subset of patients from the KHSC cohort that recurred in <1 yr, female patients had significantly higher density of CD163+ cells in the stroma and epithelium, while there were no significant sex-associated differences in CD79a+ cells. * p < 0.05. (G) Spearman correlation plot for CD163+, CD79a+, and PD-L1+ populations in the epithelial (Epi) and stromal (Str) compartments of tumors from the KHSC cohort. Dark blue indicates a positive correlation coefficient (>1), and dark red indicates a negative correlation coefficient (<1). (H) Violin plots of the mean cell counts for PD-L1+ cell populations in the epithelial (left) and stromal (right) compartments of tumors from the KHSC cohort. Plots were stratified by low- and high-grade samples for males (blue) versus females (pink). Differences between grades in each compartment were determined by the Mann-Whitney U test. *** p < 0.001. HG = high-grade; KHSC = Kingston Health Sciences Center; LG = low-grade; NMIBC = non–muscle-invasive bladder cancer; PFS = progression-free survival.
3.2 High-grade tumors from female patients with NMIBC exhibit increased expression of immune regulatory genes
Using whole transcriptome profiles of tumors in the UROMOL cohort, a targeted analysis was performed to determine grade- and sex-associated differential expression patterns of genes identifying immune cell phenotypes (specifically macrophages, T cells, and B cells), their functional states, and immune regulatory functions [
]. Significantly higher expression of the immune checkpoint genes CTLA4, PDCD1, LAG3, and ICOS were observed in high-grade tumors from females than in those from males and in low-grade tumors from both sexes (Fig. 1C). Importantly, transcript levels of B-cell–recruiting chemokine, CXC ligand 13 (CXCL13), and B-cell surface-associated molecule, CD40, were significantly increased in high-grade tumors from female patients (Fig. 1C).
3.3 Tumors from female patients with NMIBC have increased CD163+ M2-like macrophages, CD79a+ B cells, and higher PD-L1 immune checkpoint protein expression
Based on the differences in immunoregulatory gene expression profiles investigated in the UROMOL cohort, we next evaluated sex-associated differences in the density and localization of a subset of immune cells that are known to express the relevant phenotypic markers and immune checkpoint proteins, and have the potential to secrete the cytokine CXCL13. As such, we investigated the epithelial and stromal density profiles of T helper (CD3+CD8–), T cytotoxic (CD8+Ki67– and activated CD8+Ki67+), T regulatory (CD3+CD8– and FOXP3+), T tissue resident memory (CD103+), B cells (CD79a), M2-like TAMs (CD163+), and immune checkpoint proteins (PD-1 and PD-L1) in tumors from the KHSC cohort.
Interestingly, among all the immune cell phenotypes, only CD163+ M2-like TAMs demonstrated statistically significant differences in the density and localization between both low- and high-grade tumors from male and female patients. Significantly higher infiltration of CD163+ TAMs was seen in the epithelial compartment of low-grade tumors (p = 0.012) and in both the epithelial and the stromal compartment of high-grade tumors (p = 0.001 and p < 0.001, respectively) from female patients than in those from male patients (Fig. 1D). Density of CD79a+ B cells was not significantly different between sexes; however, CD79a+ B-cell infiltration was higher in the epithelial and stromal compartments (p < 0.001) of high-grade tumors than in those of low-grade tumors from both sexes (Fig. 1E). Importantly, tumors from female patients exhibiting recurrence within 1 yr showed significantly higher density of CD163+ TAMs than those from males (Fig. 1F). With respect to CD79a+ B cells, a trend toward higher infiltration was observed in tumors from female patients who recurred within 1 yr of BCG treatment (Fig. 1F). Spearman correlation analysis showed a moderate positive correlation (r = 0.63; p < 0.0001) between stromal CD79a+ B cells and CD163+ TAMs (Fig. 1G).
PD-L1 protein expression was significantly higher in both the epithelial and the stromal compartment of high-grade tumors than in low-grade tumors (Fig. 1H; p < 0.001). However, apparent sex-associated differences in PD-L1 protein expression (especially in the epithelial compartment) were likely not statistically significant due to the wide variability in the proportion of PD-L1+ cells given its dynamic nature of expression.
A subset analysis of cases was performed in patients who had no evidence of previous intravesical BCG immunotherapy (BCG naïve) by excluding from the entire cohort those patients who had documented BCG prior to specimen collection or for whom that data could not be determined definitively. Trends in infiltration profiles of CD163 and CD79a between grades and between sexes were consistent with those seen in the whole cohort (Supplementary Fig. 2A–C), although in this analysis, expression of PD-L1 protein in the epithelial compartment of low-grade tumors from females was significantly higher than in tumors from males (p = 0.04).
3.4 Regulatory T cells and CD3+CD8– T cells exhibit significant sex differences in density and spatial distribution within the NMIBC TIME
While we observed no sex-associated differences in the density and spatial organization of CD8+ cytotoxic T cells, CD3+CD8– T cells and CD3+CD8-FoxP3+ T regulatory cells were significantly higher in low-grade tumors from female patients than in those from male patients (Supplementary Fig. 3A and B). Such differences were not observed in high-grade tumors.
3.5 Increased density of CD163+ M2-like macrophages and CD79a+ B cells associates with early recurrence in NMIBC
Kaplan-Meier analysis for all patients with high-grade NMIBC (n = 170) in the KHSC cohort showed that, irrespective of their localization in the stroma or epithelium, higher density (Supplementary Table 2) of CD163+ M2-like TAMs (Fig. 2A) and CD79a+ B cells (Fig. 2B) was independently associated with shorter RFS. This association was observed in both male and female patients, supporting the notion that rather than being a sexually dimorphic epiphenomenon, these cells may play a functional role in tumor recurrence (Fig. 2C and 2D). Notably, these differences in RFS remained consistent using similar thresholds for both CD79a+ and CD163+ cells, in all patients with high-grade tumors (Supplementary Fig. 4A, 4B, 5A, and 5B). Univariate analysis performed for all high-grade patients confirmed that epithelial and stromal CD163+ cell populations and stromal CD79a+ cells were significantly associated with RFS, while age, sex, previous BCG treatment, and induction BCG treatment were not. However, multivariable analysis conducted on all high-grade patients revealed that only AUA Risk Score (hazard ratio [HR] 3.36 [95% confidence interval {CI} ±1.76–6.20]) was significantly associated with RFS. Owing to the potential interaction between risk stratification and intensity of BCG therapy, we further analyzed a subset of high-grade patients who received adequate (≥5) BCG induction (n = 118). Univariate analysis again demonstrated that RFS was significantly associated with AUA Risk Score, epithelial CD163+ cell populations, and both epithelial and stromal CD79a+ cells; however, only AUA Risk Score remained significant upon multivariate analysis (HR 2.40 [95% CI 1.14–5.10]). To further control for the interactions between AUA Risk Score and BCG use, we subset for only AUA high-risk patients with adequate BCG use (n = 94), and the same clinical and TIME variables remained significant for RFS in univariate analysis, although none remained significant upon multivariable analysis potentially due to the small cohort size.
Fig. 2Recurrence-free survival (RFS) in high-grade NMIBC is associated with patient sex and tumor immune microenvironment. (A) Kaplan-Meier survival curves for RFS of patients with high-grade NMIBC (n = 193) based on log-rank optimized thresholds for density of CD163+ cells in tumor epithelial (left; p < 0.001) and stromal (right; p < 0.001) compartments. Of this entire cohort, 74% had evidence of adequate BCG therapy after specimen collection (TURBT). (B) Kaplan-Meier survival curves showing RFS of high-grade patients based on log-rank optimized thresholds for epithelial (left; p < 0.01) and stromal (right; p < 0.0001) CD79a+ cells. (C) Kaplan-Meier survival curves showing RFS of high-grade patients based on log-rank optimized thresholds for stromal (left; p < 0.01) and epithelial (right; p = 0.014) CD163+ cells stratified by sex. High and low stromal CD163+ cells are defined as >64 and <64 cells, respectively. High and low epithelial CD163+ cells are defined as >12 and <12 cells, respectively. (D) Kaplan-Meier survival curves showing RFS of high-grade patients based on log-rank optimized thresholds for stromal (left; p < 0.001) and epithelial (right; p = 0.028) CD79a+ cells stratified by sex. High and low stromal CD79a+ cells are defined as >35 and <35 cells, respectively. High and low epithelial CD79a+ cells are defined as more than three and fewer than three cells, respectively. BCG = bacillus Calmette-Guérin; NMIBC = non–muscle-invasive bladder cancer; TURBT = transurethral resection of bladder tumor.
], we found that female patients with high-grade NMIBC suffer from shorter PFS as compared with their male counterparts. An analysis of a panel of immune regulatory genes (both stimulatory and inhibitory) in tumors from the UROMOL cohort demonstrated increased expression of immune checkpoint genes, and those associated with B-cell recruitment and function in high-grade tumors from females compared with those from males. These alterations are indicative of an exhausted immune landscape following increased activation within the NMIBC TIME. Given the dynamic nature of immune checkpoint gene expression, variability in checkpoint coexpression, and an expected lack of direct correlation with protein-level expression, we investigated the profiles of cell types known to express these molecules following activation or exhaustion.
Our finding of higher infiltration of CD163+ M2-like suppressive TAMs in tumors from female patients is of interest and leads us to hypothesize that this finding could partially explain the inferior outcomes experienced by female patients following BCG immunotherapy. A significantly increased density of M2-like TAMs in tumors from female patients may be driven by differences dictated by sexual dimorphism in overall bladder mucosal immune physiology [
]. Our novel findings of the higher density of B cells in tumors from female patients are reflective of the established physiological links between M2-like TAMs and B cells [
]; costimulation of M2-like macrophages with bacterial lipopolysaccharide and interleukin (IL)-10 induces production of CXCL13, a chemokine critical for B-cell recruitment [
]—it is plausible that increased engagement of M2-like TAMs by urinary pathogens or cancer cell induced polarization leads to high CXCL13 secretion and B-cell recruitment in tumors of female patients with NMIBC . Eventually, these recruited cells acquire a dysfunctional or exhausted phenotype, persisting in an immunological stalemate within the NMIBC TIME. This observation is further strengthened by our in silico transcriptomic analysis showing increased expression of CXCL13; however, further mechanistic evidence is warranted. Similarly, it is also known that IL-10 secreted by B regulatory cells inhibits macrophage activation and polarizes them toward an M2-like phenotype [
]. Furthermore, we also observed significantly increased expression of the immune checkpoint HAVCR1 (encodes TIM-1) in high-grade tumors from both male and female patients. It is known that HAVCR1 plays a critical role in IL-10 production by B cells (and potentially T regulatory cells) [
]. However, since bulk RNA-sequencing data do not provide information on the precise source of cell type exhibiting such high expression, future investigations are warranted to identify the cell source within the TIME. Indeed, under normal physiological conditions, females exhibit higher proportions of B cells and increased responsiveness to BCG vaccination [
] compromises the desired responses in the NMIBC scenario following local BCG administration in contrast to responses associated with infant vaccination. We acknowledge that the static TIME states evaluated in this study, however, do not provide definitive evidence supporting these temporal phenomena and warrant further investigation.
A novel finding from our study is the inverse association of B cells and CD163+ M2-like TAMs with RFS in BCG-naïve patients. This finding has significant implications in advancing the current state of knowledge on the antigen-presenting function of these cells following encounter with BCG bacteria upon their intravesical administration. For example, it is known that M2-like macrophages exhibit tolerance and are unable to secrete CXCL10 [
Tumor-Infiltrating plasma cells are associated with tertiary lymphoid structures, cytolytic T-cell responses, and superior prognosis in ovarian cancer.
Wieland A, Patel MR, Cardenas MA, et al. Defining HPV-specific B cell responses in patients with head and neck cancer. Nature. In press. https://doi.org/10.1038/s41586-020-2931-3.
]. However, their antitumor roles depending on either their antibody-producing or their antigen presentation function, neither of which are well understood in NMIBC. The negative prognostic association of B cells, as observed in this study, indicates their potentially exhausted or regulatory phenotype. A comprehensive analysis of their functional states is needed to define their tumor killing or promoting roles.
Another important finding from this study is the sex-associated difference in PD-L1 protein expression. PD-L1 is known to be expressed on a wide variety of immune cells and cancer cells, and is partially regulated by estrogen and X-linked microRNAs [
]. The finding suggestive of overall higher PD-L1 expression in tumors from females may inform improved use of combination therapies targeting this immune checkpoint in female patients despite the caveats associated with the dynamic nature of its expression.
Findings from this study could inform immunotherapy trials that are adequately powered to evaluate responses in female patients with NMIBC. Increased abundance of CD163+ M2-like macrophages may also explain the compounding effects of these suppressive factors that impart an aggressive behavior, leading to poor clinical outcomes experienced by female patients relative to males. Several trials targeting CD40 or CSF1R (M2 TAM targeting) in combination with PD-L1 immune checkpoint blockade are underway in a variety of cancers [
], outcomes of which might inform their potential use in NMIBC.
Our study is not without limitations. PD-L1 immune checkpoint is expressed on a wide variety of cells, including cancer and immune cells in the TIME. Future studies evaluating the colocalization of immune checkpoints in tumors from NIMBC patients should derive definitive information on cell types expressing this immune checkpoint. Furthermore, a more comprehensive evaluation of the functional states of immune cells and immunogenomic correlates driving their recruitment via cell intrinsic interferon activation is needed to guide more precise therapeutic targeting. Finally, the single-institution KHSC cohort size was insufficient to investigate any independent association of the TIME findings and recurrence in multivariable analysis, but it provides rationale for future, large multi-institutional studies to validate the sexual dimorphism observations that we have identified in NMIBC and their clinical relevance.
5. Conclusions
Findings from study highlight the importance of patient sex in evaluating response to immunomodulatory therapies in NMIBC and may have significant implications in ongoing immune checkpoint blockade trials where sex-associated pretreatment tumor immune landscape could inform their precise use in drug sequencing.
Author contributions: Madhuri Koti had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.
Study concept and design: Koti, Siemens.
Acquisition of data: Chenard, Jackson, Vidotto.
Analysis and interpretation of data: Chenard, Jackson, Vidotto, Koti, Siemens.
Drafting of the manuscript: Chenard, Jackson, Koti.
Critical revision of the manuscript for important intellectual content: Chenard, Jackson, Vidotto, Chen, Hardy, Jamaspishvilli, Berman, Siemens, Koti.
Statistical analysis: Vidotto, Jackson.
Obtaining funding: Koti, Siemens, Berman.
Administrative, technical, or material support: Koti, Siemens, Chen, Berman, Jackson.
Supervision: Koti, Siemens, Berman.
Other: None.
Financial disclosures: Madhuri Koti certifies that all conflicts of interest, including specific financial interests and relationships and affiliations relevant to the subject matter or materials discussed in the manuscript (eg, employment/affiliation, grants or funding, consultancies, honoraria, stock ownership or options, expert testimony, royalties, or patents filed, received, or pending), are the following: None.
Funding/Support and role of the sponsor: This work is supported by the Early Researcher Award, Ontario Ministry of Research Innovation and Science, and the Mary and Mihran Basmajian award for Excellence in Health Research, Queen’s University, to Madhuri Koti, and SEAMO Innovation award to D. Robert Siemens and Madhuri Koti. Support for sample acquistion and cohort assembly was provided by the Ontario Institute for Cancer Research through funding provided by the Government of Ontario. The Cancer Research Society and Bladder Cancer Canada through the Operating Grant Funding Program to D. M. Berman. Fellowship support for S. Chenard was provided by the Franklin Bracken Fellowship, Queen's University. C. Jackson was supported through the R.J Wilson Fellowship and R. Samuel McLaughlin Fellowship, Queen's University.
Acknowledgments:Katy Milne at BC Cancer’s Molecular and Cellular Immunology Core Histology Department at the Trev and Joyce Deeley Research Centre helped with the antibody panel design and multiplex immunofluorescence staining and imaging. We thank Dr. Lars Dyrsjkjot (Aarhus University, Denmark) for sharing RNA-sequencing profiles from the UROMOL NMIBC cohort. UROMOL study tumor transcriptome profiles were accessed from Hedegaard et al [
Predicting recurrence and progression in individual patients with stage Ta T1 bladder cancer using EORTC risk tables: a combined analysis of 2596 patients from seven EORTC trials.
Roumiguié M, Compérat E, Chaltiel L, et al. PD-L1 expression and pattern of immune cells in pre-treatment specimens are associated with disease-free survival for HR-NMIBC undergoing BCG treatment. World J Urol. July 14. https://doi.org/10.1007/s00345-020-03329-2.
Tumor-Infiltrating plasma cells are associated with tertiary lymphoid structures, cytolytic T-cell responses, and superior prognosis in ovarian cancer.
Wieland A, Patel MR, Cardenas MA, et al. Defining HPV-specific B cell responses in patients with head and neck cancer. Nature. In press. https://doi.org/10.1038/s41586-020-2931-3.
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