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ORIGINAL RESEARCH article

Front. Oncol., 11 February 2022
Sec. Genitourinary Oncology
This article is part of the Research Topic The Immune Microenvironment in Bladder Cancer View all 10 articles

Immune Checkpoint and Telomerase Crosstalk Is Mediated by miRNA-138 in Bladder Cancer

Hajar El Ahanidi,,Hajar El Ahanidi1,2,3Meryem El Azzouzi,Meryem El Azzouzi1,2Chaimae Hafidi Alaoui,Chaimae Hafidi Alaoui1,4Mohammed Tetou,Mohammed Tetou2,5Mounia BensaidMounia Bensaid5Imane ChaouiImane Chaoui1Laila BenbacerLaila Benbacer1Ilias Hassan,Ilias Hassan2,5Mohamed Oukabli,Mohamed Oukabli2,5Katarzyna MichaudKatarzyna Michaud6Ahmed Ameur,Ahmed Ameur1,5Abderrahmane Al BouzidiAbderrahmane Al Bouzidi2Mohammed El MzibriMohammed El Mzibri1Camilla Jandus,&#x;Camilla Jandus3,7†Mohammed Attaleb*&#x;Mohammed Attaleb1*†
  • 1Biology and Medical Research Unit, Centre National de l'Energie, des Sciences et Techniques Nucleaires (CNESTEN), Rabat, Morocco
  • 2Rabat Medical and Pharmacy School, Mohammed V University in Rabat, Rabat, Morocco
  • 3Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland
  • 4Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco
  • 5Military Hospital Mohammed V, Rabat, Morocco
  • 6University Center of Legal Medicine Lausanne-Geneva, Lausanne University Hospital, University of Lausanne, Lausanne, Switzerland
  • 7Ludwig Institute for Cancer Research, Lausanne Branch, Lausanne, Switzerland

Background: Tumor recurrence and progression in non-muscle invasive bladder cancer (NMIBC), therapy failure, and severe side effects in muscle invasive bladder cancer (MIBC) are the major challenges in the clinical management of bladder cancer (BC). Here, we identify new molecular targetable signatures to improve BC patients’ stratification and the outcome of current immunotherapies.

Material and Methods: In a prospective cohort of 70 BC patients, we assessed the genetic and molecular regulation of TERT in maintaining telomere length in parallel to immune checkpoint and microRNA expression.

Results: TERT was undetectable in healthy bladder tissues but upregulated in invasive BC stages and high tumor grade. Its expression was linked with the combined effect of the C250T mutation and THOR hypermethylation, associated with progressing tumors and maintaining of telomere length. In the same cohort, PD-L1 scored highest in NMIBC, while PD-L2 was upregulated in MIBC. We also show that miR-100-5p and 138-5p were highly expressed in healthy bladder specimens and cell line, while expression decreased in the BC tissues and BC cell lines. In line with the binding prediction for these miRNAs on target genes, miRs 100-5p and 138-5p expression strongly inverse correlated with TERT, PD-L1, and PD-L2 expression, but not PD1.

Conclusion: We identify a loop involving TERT, PD1-ligands, and miR-138-5p in BC, that might represent not only a useful biomarker for improved diagnosis and patients’ stratification but also as a promising axis that might be therapeutically targeted in situ.

Introduction

Among all the tumors of the urinary tract that fall under the purview of urologists, urothelial carcinoma (UC) is the one that is frighteningly common while still being deadly (1). Bladder cancer (BC) is the most frequent UC and ranks as the ninth most frequently diagnosed cancer worldwide (2). BC is a heterogeneous epithelial malignancy with more than 90% being urothelial and about 5% squamous cell carcinoma (3, 4). BC progresses along two distinct pathways that pose different challenges for clinical management. Non-muscle invasive bladder cancer (NMIBC) is relatively benign but tends to recur (5). The current first-line therapy for NMIBC (intermediate- and high-risk papillary tumors and carcinoma in situ) consists in intravesical instillations of Bacillus Calmette-Guerin (BCG) as it significantly reduces the risk of progression to muscle invasive disease as it significantly reduces the risk of progression to muscle invasive disease. However, the high recurrence rate necessitates radical cystectomy or enrollment in clinical trials (68).

While low-risk (i.e., solitary, G1 Ta) and high-risk (i.e., any T1, G3 or CIS) diseases have been well-defined using the TMN staging system and the 1973 and 2004 WHO grading classifications, the intermediate-risk category has traditionally comprised all patients not included in either of these categories (9).

Muscle invasive bladder cancer (MIBC) has a propensity to metastasize and is treated by chemotherapy, cystectomy, and more recently using immune checkpoint inhibitors (ICIs) (7).

Immune checkpoint inhibitors are approved by the US Food and Drug Administration for MIBC patients who progress despite platinum-based chemotherapy or as first-line treatment for cisplatin-ineligible patients (1012). Yet, overall response rates do not exceed 25% (13). In that regard, it has been shown that high PD-L1 expression is associated with higher stage and grade, higher recurrence, poor survival, and worse outcome in BC (14, 15). However, low PD-L1 expressing tumors can respond to checkpoint inhibition, while inversely, some patients with high PD-L1 levels do not, underscoring the need to better understand the mechanisms involved in the response to these agents (16), including tumor mutational burden and epigenetic dysregulations (11).

The search for non-invasive methods in the diagnosis and monitoring of BC highlighted the potential of urines as valuable matrix for detecting molecular changes in the bladder (17). Liquid biopsy markers such as exfoliated bladder cancer cells, cell-free DNA (cfDNA), proteins, and exosomes have the potential to translate the changes in the bladder and inform about the nature of the disease, its management and care, as they allow a cost-effective and convenient mode of patient monitoring (18). While cfDNA provides an accurate risk stratification tool and might be essential for determining the best surveillance strategy (19), urine micro-RNAs (miRNAs) have the potential to be a valid marker for BC detection and can successfully compete with other non-invasive diagnostic tests (20).

In the context of miRNAs, a large study using the cancer genome atlas data predicted a list of 1,381 miRNAs, as potential epigenetic regulators for multiple pathways (21). These miRNAs were related to mitogen-activated protein kinase (MAPK) signaling, apoptosis, and tumor necrosis factor (TNF) pathways, all regulators of cancer development, progression, and immune escape. More stringent studies showed that low miR-100 expression correlates with longer progression-free survival (PFS) and cancer-specific overall survival in BC (22). In colorectal cancer, miR-138 downregulation was observed in parallel to telomerase reverse transcriptase (TERT) upregulation, suggesting that miR-138-5p works at least partially through TERT downregulation, thus acting as tumor suppressor with the potential to inhibit telomerase expression (23, 24).

Telomerase activity is found in ~90% of human carcinomas and, of particular interest, ~99% of UC exhibit a high telomerase activity (25), conferring to tumor cells replicative immortality (26). Telomerase is responsible for elongating telomeres through re-expression of the catalytic subunit of TERT (27). It is active in stem cells, while in developing tissues, levels of telomerase activity decrease (28). The mechanisms of TERT induction in cancer cells are numerous and diverse, including promoter mutation (29) and epigenetic regulation (26). While hypermethylation induces downregulation in most genes, the hypermethylation of TERT favors expression. Indeed, a unique feature of TERT promoter arises on its unmethylation state in normal cells and its methylation in malignant cells (30). In that regard, in colorectal cancer, it was shown that THOR (TERT Hypermethylated Oncological Region) hypermethylation is closely associated with the increase of TERT expression (31) and that demethylation of the telomerase catalytic site decreased the telomerase activity and remarkably shortened telomeres (32).

A retrospective study in advanced UC investigating the impact of mutational burden on patients treated with ICIs showed that the presence of a TERT promoter mutation was an independent predictor of improved PFS and overall survival, rising questions about the involvement of other regulator of IC and calling for additional genomic profiling in the clinical decision making (13).

Given the lack of comprehensive studies exploring the TERT behavior and the expression of IC in the same set of BC tumors, we performed a prospective study investigating the hotspot mutations and the methylation status of TERT promoter, gene expression level, and their relationship with telomere length in parallel to the expression of PD1, PD-L1, and PD-L2 in the same cohort of 70 BC patients. Moreover, we provide a novel potential link between the miRNAs 100-5p and 138-5p and the TERT/PD-L1/PD-L2 loop.

Material and Methods

Tissue Sampling and Patients’ Characteristics

A total of 70 fresh frozen tumor samples were obtained by transurethral resection of the bladder or cystoscopy at the Urology Department of University Military Hospital in Rabat, Morocco. Patient eligibility criteria included histologically confirmed BC and follow-up data availability. Patients presenting with other cancer types at the time of enrollment were excluded.

The study protocol (N82/19) was approved by the Ethics Committee for Biomedical Research from the Faculty of Medicine and Pharmacy of Rabat-Morocco. All recruited patients who agreed to participate in the study, have been informed on the study and its objectives, and signed written consent. With respect to ethical rules, rights of confidentiality and anonymity of participants have been respected. The characteristics of the study population are reported in Table 1.

TABLE 1
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Table 1 The clinicopathological characteristics of BC patients included in this study.

Staging and grading were done at the Anatomopathology Department of the Military Hospital of Rabat, according to the TNM classification (NMIBC includes Ta, T1, and Tis; and MIBC includes T2, T3, and T4) and World Health Organization criteria. All patients were followed up in accordance with standard recommendations. Recurrence was defined as reappearance of primary NMIBC with a lower or the same pathological stage, and progression was defined as a disease with a higher TNM stage upon relapse (33).

Four healthy bladder specimens were taken from freshly deceased, healthy cadaveric donors at the University Center of Legal Medicine Lausanne-Geneva, Lausanne University, Hospital, University of Lausanne, Lausanne, Switzerland (VD431/13) and used as controls.

Cell Culture

Five human bladder cell lines mimicking the healthy bladder state (HCV29), a non-muscle invasive bladder cancer stage (BU68.08, kindly provided by Dr. Laurent Derré, University Hospital Lausanne, Switzerland) and the three stages of invasiveness of the disease (RT4:pT2, J82:pT3, TCCSUP:pT4) were grown in RPMI 10% heat-inactivated FCS. Cells were grown at 37°C in a 5% CO2 humidified atmosphere and were used for experiments when confluency reached 70% to 80%. One million cells from each line were used for total RNA extraction or flow cytometry analysis.

DNA and RNA Extraction

Genomic DNA was extracted from fresh frozen biopsies using phenol/chloroform method. Total RNA was extracted from fresh frozen biopsies conserved in RNA Later (Invitrogen, Waltham, MA, USA) and from five bladder cell lines using TRI Reagent (Sigma-Aldrich, Inc., St. Louis, MO, USA), according to the manufacturer’s instructions. Amount and quality of DNA and RNA were measured by NanoDrop 2000 (Thermo Fisher Scientific, Waltham, MA, USA).

The ratio of absorbance at 260 and 280 nm was used to assess DNA purity. A ratio of ∼1.8 was accepted as “pure” for DNA. RNA was considered DNA and protein free if the ratio of readings at 260/280 nm was ≥1.7.

Evaluation of TERT Mutational Status

A 163-bp TERT promoter region was amplified using the primers shown in Table 2. PCR products were purified using the ExS-Pure™ enzymatic PCR cleanup kit (Nimagen, Nijmegen, The Netherlands) and sequenced on an ABI 3130XL DNA analyzer, using BigDye Terminator v3.1 Cycle Sequencing Kit (Applied Biosystems, Foster City, CA, USA). The obtained sequences were matched with the gene reference sequence (Gene ID: 7015) collected from the GeneBank database. The sequence alignment was performed using Clustal W program in BioEdit Software.

TABLE 2
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Table 2 Primers and annealing temperatures.

Epigenetic Profiling

Sodium Bisulfite Modification

Genomic DNA extracted from tumors was subjected to bisulfite treatment to convert all unmethylated cytosine to uracil and keep the methylated cytosines unchanged. Overall, 500 ng of genomic DNA from each sample was used for bisulfite modification as previously described (34). Sodium bisulfite modification and DNA purification were performed using the EZ DNA Methylation Kit (Zymo Research, Orange, CA, USA).

Methylation-Specific PCR

The modified DNA was subjected to methylation-specific PCR (MSP) using unmethylation-specific or methylation-specific primers. The amplification reaction was carried out in a final volume of 25 µl containing 2 µl of modified DNA, 1.5 mM MgCl2, 10 µM of each dNTP, 10 µM of each primer, and 1 U of Platinum Taq Polymerase in 1× PCR buffer (Invitrogen, USA). PCR reactions were performed in thermal cycler (Gene Amp, PCR system 9700, Applied Biosystems, Cheshire, UK). Mixtures were first denatured at 95°C for 10 min. A total of 40 cycles of PCR were then performed with denaturation at 95°C for 30 s, primer annealing for 45 s at the corresponding temperature (Table 2), and primer extension for 45 s at 72°C. At the end of the last cycle, mixtures were incubated at 72°C for 10 min. For every reaction, a negative control, in which DNA template was omitted from the amplification mixture, was included. PCR products were analyzed by electrophoresis on 2% agarose gel followed by staining with ethidium bromide (10 mg/ml).

Gene Expression Study

Total RNA was subjected to reverse transcriptase reaction using the high-capacity cDNA reverse transcription kit (Applied Biosystems, Cheshire, UK). cDNAs were subsequently used to perform a SYBR green-based quantitative real-time PCR using the KAPA SYBR FAST Kit (Roche, Basel, Switzerland). Samples were amplified simultaneously in triplicate in one-assay run with a nontemplate control for each primer pair to control for contamination or for primer dimerization. TERT, PD1, PD-L1, and PD-L2 levels were normalized to the expression of β2 microglobulin (β2M) used as internal control gene, using the 2−ΔCt formula. Primer sequences are shown in Table 2.

Telomere Length Measurement

Relative telomere length was assessed by q-PCR. Briefly, the telomere repeat copy number to single gene copy number (T/S) ratio was determined using an Applied Biosystems thermocycler. Briefly, 25 ng of genomic DNA resuspended in 10 μl of either the telomere or albumin PCR reaction mixture proceeded for 1 cycle at 95°C for 5 min, followed by 40 cycles at 95°C for 15 s, and 60°C for 1 min. All samples for both the telomere and single-copy gene (albumin) reactions were done in triplicate. In addition to the samples, each plate contained a 5-point standard curve from 5 to 100 ng using a pool of genomic DNA. The linear correlation coefficient (R2) value for both reactions ranged between 0.97 and 0.99. The primers used for the experiment are shown in Table 2.

miRNA Quantification

The cDNA for the miRNA study was synthetized using TaqMan Advanced miRNA cDNA Synthesis Kit, and the quantification was performed with a real-time PCR using the standard protocol of TaqMan Fast Advanced Master Mix. TaqMan Advanced miRNA Assay has-100-5p and has-138-5p were used to quantify the target, and the has-16-5p was used as endogenous control.

Flow Cytometry Analysis

Cells from the five bladder cell lines were washed and labeled during 20 min at RT with the following antibodies: Brilliant Violet 421 antihuman PD1 (329920, Biolegend, 1/100, San Diego, CA, USA), phycoerythrin antihuman PD-L1 (329706, Biolegend, 2/100), APC antihuman PD-L2 (329608, Biolegend, 2/100), or left unstained.

Dead cells were excluded using the viability dye DRAQ7 (Invitrogen). Samples were acquired on CytoFLEX flow cytometer (Beckman Coulter, Brea, CA, USA), and the analysis was performed on FlowJo software, version 10.7.1.

miRNA Binding Assessment

MiRWALK 2.0 and miRTarBase 2020 databases and miRabel tool that compromises results from three different databases (miRanda, PITA, SVmicrO, and TargetScan) were used to predict the binding of the miR-100-5p and miR-138-5p on the target genes.

Statistical Tests

Statistical analysis was performed using GraphPad Prism software version 8 using nonparametric tests (Mann-Whitney U or Kruskal-Wallis tests) and Pearson’s correlation test. A p-value <0.05 (two-tailed) was considered statistically significant and labeled with an asterisk. p-values <0.01, 0.001, or 0.0001 were labeled with **, ***, or ****, respectively.

Results

TERT Is Upregulated in BC at Late Stages of Carcinogenesis

First, we performed sequencing of the TERT promoter in our cohort of 70 BC patients. Sequencing revealed that 60% of the bladder specimens had a mutation of the promoter region (42/70), with C228T being the most prevalent mutation found in 80.95% of cases (34/42). The other mutations, C250T, A161C, and G149T, were reported in 16.67% (7/42), 2.38% (1/42), and 2.38% (1/42) of cases, respectively. One case carried more than one mutation (C228T and C250T). Distribution of TERT promoter mutations according to clinicopathological features is reported in Table 3 and showed that mutations in the promoter region of TERT gene are more prevalent in high-grade tumors (65.11%; 2/43) and in advanced stages (66.67%; 12/18).

TABLE 3
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Table 3 Distribution of mutations in the TERT gene promoter according to clinicopathological features.

Second, we investigated the methylation profile of the THOR region of TERT promoter and found it to be hypermethylated in 90% of cases (63/70). Distribution of the methylation status according to clinicopathological parameters is reported in Table 4 and showed no significant association between the methylation status and sex, age, smoking, and tumor stage and grade. Indeed, hypermethylation of TERT promoter was observed in both high- (90.7%; 39/43) and low-grade tumors (88.89%; 24/27) and in both non-muscle invasive (90.38%; 47/52) and muscle invasive stages (88.89%; 16/18) (Table 4).

TABLE 4
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Table 4 Association between the methylation status of TERT gene promoter and clinicopathological features.

We then quantified the expression of TERT in the same set of patients. The relative expression of TERT was not detected in 15 cancerous samples and in any of the healthy bladder specimens. Analysis of quantitative real-time PCR data showed that TERT was upregulated in invasive bladder stages and high tumor grade (Figures 1A, B). Patients having experienced tumor recurrence upon the 4-year follow-up had lower expression than patients with tumor progression. Patients with no relapse were the ones with the highest expression level (Figure 1C). In the bladder lines, the lowest expression of TERT was detected in the healthy line (HCV29), while the expression in the four cancerous cell lines was higher, but similar (Figure 1D).

FIGURE 1
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Figure 1 TERT is upregulated in advanced BC, linked with promotor alterations and telomere lengthening. TERT mRNA expression according to clinical stage (A), grade (B), and follow-up (C). TERT mRAN expression in bladder cell lines (D). Effect of TERT promoter mutations status (E) and methylation profile (F) on gene expression. Telomere length according to TERT gene expression (G). p values < 0.01, 0.001 or 0.0001 were labelled with **, *** or ****, respectively.

C250T Mutation and Hypermethylation of TERT Promoter Drive Gene Expression in BC and Induce Telomere Lengthening

The relationship between TERT mRNA expression, TERT promoter mutation, and methylation is presented in Figures 1E, F. Analysis of quantitative real-time PCR data showed higher levels of TERT mRNA in cases with C228T mutation. The lowest expression level of TERT was observed in the case carrying both C228T and C250T mutations.

The analysis of TERT promoter methylation and the gene expression showed highest expression level of TERT in methylated (hypermethylated and hemimethylated) compared with unmethylated cases (Figure 1F).

The relationship between telomere length (TL) and clinicopathological parameters is summarized in Table 5. To do that, we defined the upper limit of the overall 95% confidence interval (CI, 1.156–1.229) for 70 BC samples as a cutoff value. BC patients were categorized into two groups by using this cutoff point: short (≤1.229) and long telomeres (>1.229). In our cohort, cases with short (≤1.229) 82.86% (58/70) prevail over long telomeres (>1.229) 17.14% (12/70) (Table 5). Low tumorous stage and grade were observed in both groups with long and short telomeres. Furthermore, we evaluated the correlation between telomere length and the mutational and methylation status of TERT promoter region. Results are summarized in Table 6. In total, 63.79% of cases carrying at least one mutation in the TERT promoter region have shorter telomeres than the 58.33% cases with no mutation. Interestingly, all cases with long telomeres and 87.93% of cases with short telomeres exhibited a methylation status of the promoter region of TERT.

TABLE 5
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Table 5 Distribution of telomere length according to clinicopathological parameters.

TABLE 6
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Table 6 Correlation between mutation and methylation status of TERT gene promoter and telomere length.

Lastly, we assessed the relationship between telomere length and TERT mRNA expression (Figure 1G). Telomere length was analyzed as continuous variable and TERT mRNA expression was categorized into quartiles (low expression: lower quartile, medium expression: 2nd and 3rd quartiles and high expression: upper quartile). Data analysis showed no statistically significant difference between relative telomere length and TERT mRNA expression, still with the patients’ group expressing more TERT carrying the longest telomeres.

PD-L1 and PD-L2 Are Differentially Expressed Between NMIBC and MIBC

Taking advantage of the same set of samples and to explore the potential role of telomerase on the expression of immune checkpoints, we investigated the expression of PD1, PD-L1, and PD-L2. PD1 and PD-L1 were higher in NMIBC stages (≤PT1). Conversely, PD-L2 was significantly upregulated in MIBC stages (Figure 2A). Low-grade tumors showed higher expression of PD1, while the expression of PD-L1 and PD-L2 was almost similar in both low- and high-grade tumors (Figure 2B). In healthy bladders, PD1 was absent or barely detectable, while PD-L1 and PD-L2 were detected at a very low level in all four specimens. A comparison between the primary, recurrent, and progression tumor groups showed that PD-L2 prevailed in the three tumor types and was upregulated in progressing tumors compared with primary and recurrent tumors (Figure 2C). In the bladder cell lines, the mRNA expression of the three genes showed no significant differences (Figure 2D). Instead, at protein level, no expression of PD1 was detected across the five cell lines while almost all cancerous cells, but not the healthy ones, exhibited PD-L1. PD-L2 was absent in healthy bladder cells. It scored the highest percentage of positive cells in the NMIBC line (BU68.08), while in the MIBC lines, its expression increased in parallel to the invasiveness (Figures 2E, F).

FIGURE 2
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Figure 2 Immune checkpoints are differentially expressed between NMIBC and MIBC. PD1, PD-L1, and PD-L2 mRNA expression according to clinical stage (A), grade (B), and follow-up (C). PD1, PD-L1, and PD-L2 mRNA expression in bladder cell lines (D). Representative expression of PD1, PD-L1, and PD-L2 on bladder cell lines (E) and summary data of FACS analysis on the five cell lines (F). p values < 0.01, 0.001 or 0.0001 were labelled with **, *** or ****, respectively.

TERT/PD-L1/L2/miRNA Loop

To investigate whether miRNAs are involved in the regulation of TERT and IC, we assessed the expression of miR-100-5p and miR-135p in BC samples and bladder cell lines.

The healthy bladder tissues displayed the highest expression of both miRNAs (Figures 3A, E). In the tumors, a trend was observed for higher miR-100-5p expression in the MIBC tumors as compared with the NMIBC ones (Figure 3A) and in the progressing tumor group as compared with primary tumors (Figure 3C). The expression according to grades showed no significant difference (Figure 3B). miR-138-5p was higher in the healthy tissues, decreased steadily from NMIBC to the MIBC tumors (Figure 3E) from low- to high-grade tumors (Figure 3F) and from primary to progressing tumors (Figure 3G). Similarly, in the bladder cell lines, we observed that the healthy HCV29 line had the highest level of both miRNAs and that their expression level inversely correlated with the cell line tumor stages (Figures 3D, H).

FIGURE 3
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Figure 3 miRNAs 100-5p and 138-5p are lost in BC patients and bladder cell lines. miR100-5p expression according to clinical stage (A), grade (B), follow-up (C), and in the bladder cell lines (D). miR138-5p expression according to clinical stage (E), grade (F), follow-up (G), and in the bladder cell lines (H).

Next, to assess a potential effect of the miR100-5p and miR-138-5p on the expression of PD-L1, PD-L2, and TERT, we used the miRWALK database (35) to search for potential binding sites. We could confirm that miR-138 binds to TERT, PD-L1, and PD-L2 with a binding score of 1, 0.84, and 0.83, respectively. Strong validation assays (reporter assays and Western blot) performed to confirm the binding of the miR-138-5p on TERT on the 3′untranstated region and PD-L1 on the coding sequence are presented on miRTarBase (miRTarBase2020) under the respective IDs: MIRT003991 and MIRT732233. Binding data for the miR-100-5p in the same databases and in Mirabel database is still lacking.

Next, we measured the Pearson’s correlation between the expression of the miRNAs and the targets in the healthy bladder and the cancerous lines and generated linearity curves (Figures 4A, B). In line with the binding predictions presented above, we observed that the expression of both miRNAs inversely correlated with TERT mRNA expression and PD-L1 and PD-L2 protein expression, with an R score of −0.92, −0.93, and −0.92, respectively (p = 0.005, 0.012, and 0.014) for miR-100-5p and an R score of −0.92, −0.97, and −0.95 for miR-138-5p (p = 0.013, 0.004, and 0.006). Instead, no correlation was observed between the miRNAs and PD1 (Figure 4C).

FIGURE 4
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Figure 4 miRNAs 100-5p and 138-5p regulate the expression of TERT and PD1-ligands. Correlation of TERT mRNA level and PD1, PD-L1 and PD-L2 protein levels with miR100-5p expression (A) and miR138-5p expression (B). Summary of Pearson correlation between the miRNAs and target genes (C).

Lastly, we found that TERT expression positively correlated with PD-L1 and PD-L2. Pearson’s R score equals 0.92 for TERT and PD-L1 and 0.94 for TERT and PD-L2 arguing for a novel regulatory loop involving miRNAs, TERT, PD-L1, and PD-L2.

Discussion

Fine tuning of gene expression, including epigenetic regulation, is key in the process of malignant transformation and for response to treatment. Here, by profiling a large cohort of BC patients, we report a novel layer of gene regulation in BC involving the loss of miR138-5p and 100-5p linked to TERT and immune checkpoint upregulation.

Several studies focused on the promoter region of TERT as a clinical biomarker, to define the factors influencing telomerase re-expression (3638). In our prospective study, we tackled different aspect of TERT that might influence the TERT-induced carcinogenesis. We found that 60% of BC patients harbored TERT promoter mutations. These mutations were observed in the high-risk group including noninvasive tumor stage and high tumor grade and led to the highest expression of the gene at the mRNA level. Conflicting data have been reported on this aspect. Some studies reported that TERT promoter mutations in BC were significantly associated with higher tumor grades and stages (39), while others showed that TERT promoter mutations can be found in all BC stages and grades (40, 41).

The methylation of THOR was detected in 90% of cases mainly of advanced tumor stage and high grade with hypermethylated patients displaying the highest TERT mRNA levels. This suggests that the methylation profile might drive the increase of TERT expression.

TERT expression and telomerase activation play a crucial role in cancer induction and progression (42). The higher levels of TERT mRNA expression in NMIBC and in high tumor grades suggest that reactivation of telomerase may differ between superficial and invasive, between low and high grade, and between low- and high-risk BC. This pattern can be used for better patients’ stratification as it highlights tumor aggressivity and the high probability of recurrence or progression in the intermediate- to high-risk group. Furthermore, telomere length variation is strongly involved in the process of tumorigenesis (42). Telomere lengthening is associated with an increased risk of various types of cancer (43). In our investigation, cases with short telomeres prevail. This is in contrast with a study showing that patients with MIBC of any grade had shorter telomere than patients with NMIBC, of any grade (44). Therefore, we assessed the effect of TERT expression on the maintenance of the telomere length and found that patients with the highest TERT expression had the longest telomeres irrespective to the stage or grade.

Furthermore, by investigating the combined effect of TERT promoter mutation and methylation status on telomerase activation and telomere length, we report distinct telomere length categories. It has been shown that TERT promoter mutations do not prevent telomere attrition but contribute to tumorigenesis by enhancing immortalization and genomic instability in two phases. In an initial phase, TERT promoter mutations do not prevent bulk telomere shortening but extend cell lifespan by healing the shortest telomeres. In the second phase, the critically short telomeres lead to genome instability and telomerase is further upregulated to sustain cell proliferation (45).

TERT expression is upregulated in 85%–90% of tumors via multiple molecular mechanisms including somatic mutations, TERT structural variants, and epigenetic modifications through TERT promoter methylation (46). In our results, higher levels of TERT mRNA expression were found in cases with hypermethylation of THOR and C228T mutation in TERT promoter suggesting that TERT promoter mutations are necessary but not sufficient to maintain telomerase upregulation. In BC, TERT promoter mutation is an early event while THOR hypermethylation is associated with disease progression and increased TERT expression. This pattern has been observed in our patients who experienced tumor recurrence and progression, paralleling results obtained in other cancer types (e.g., prostate, brain tumors) (4648).

Furthermore, we showed that the expression of PD1 and PD-L1 decreases in MIBC concomitant with PD-L2 increase. PD-L2 binds to PD1 with ∼3-fold stronger affinity compared with PD-L1 (49) and can be expressed in the absence of PD-L1 in some tumor types (50), suggesting a key immunosuppressive role of PD-L2 in the absence of PD-L1. Thus, PD-L2 expression might represent an important biomarker for better BC patients’ stratification and therapy. In an attempt to improve mono-immunotherapies, it was reported that the use of telomerase-specific oncolytic virotherapy can enhance the efficacy of PD1 blockade in osteosarcoma (51). Another study showed that TERT can increase tumor immunogenicity and affect the response to ICI therapy (13). An explanation for these clinical observations stems from our correlations between TERT and PD-L expression in BC patients. In the NMIBC, we observed that patients with high TERT levels also express the highest level of PD-L1, while in the MIBC stages, TERT was paired with PD-L2 expression. PD-L2 was also upregulated in the progression group. Moreover, in the BC cell lines, we detected a positive correlation between TERT and PD-L2 across all tumor stages, suggesting a TERT-PD-ligand regulatory loop that might confer to tumor cells expressing high levels of PD-L1/L2 a longer lifespan through telomerase reactivation.

In that context, miRNAs are key in the regulation of gene expression and as noninvasive sensitive and specific plasma biomarkers for BC diagnosis and prognosis (52). Low miR-100 expression has been shown to inversely correlate with FGFR3 expression, longer PFS, and cancer-specific overall survival in BC. High levels of miR-138-5p were associated with positive cyclin D3 protein expression in BC patients (22, 53). Thus, we measured the level of these two miRNAs in our cohort, in relationship to TERT and PD1 ligands. The observed reduction of these miRs along with tumor progression in the high-risk patients, the linearity study showing an inverse correlation with the expression of PD-Ls and the presence of binding sites on the target genes suggest that the miR100-5p and miR-138-5p might play a central role in the regulation of the expression of both TERT and immune checkpoint ligands. On a translational perspective, recent advances in BC-targeted therapy using miRNAs have demonstrated the usefulness of intravesical instillation of miR-143 and miR-145 in inhibiting tumor growth and proto-oncogene silencing (54, 55). Therefore, we speculate on the potential clinical benefit of intravesical administering miRNAs to improve the effect of immunotherapy, by concomitantly limiting systemic toxicity. Overexpression of these miRNAs in the tumor microenvironment might enhance immunogenicity and improve the outcome of ICI therapies, not only in advanced cases but also in cisplatin ineligible, in primary or recurrent NMIBC where high level of TERT and PD-L1 can be detected.

We are aware that the limitations of this study lie in the relatively small sample size of our cohort, which may have limited the statistical power of our analysis, and in the impossibility to correlate our finding with the response to ICIs in the same set of patients as none of the participants included in our cohort could benefit from these immunotherapies. Future studies should aim at extending our findings by evaluating the same genes and miRs in cohorts of ICI-treated BC patients, to refine treatment options and dissect resistance mechanisms in BC.

Overall, our findings directly in BC patients emphasize the use of TERT, PD-L1, PD-L2, miR-138-5p, and miR-100-5p as diagnosis and prognosis biomarkers for patients’ stratification and follow-up. Thus, in BC patients, the combination of miRNAs targeting ICIs and TERT by direct instillation in the bladder can provide a promising therapeutic strategy for an in situ treatment.

Data Availability Statement

The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.

Ethics Statement

This study protocol was reviewed and approved by the Ethics Committee for Biomedical Research from the Faculty of Medicine and Pharmacy of Rabat-Morocco (N82/19) and University Center of Legal Medicine Lausanne-Geneva, University of Lausanne, Lausanne-Switzerland (VD431/13). The patients/participants provided their written informed consent to participate in this study.

Author Contributions

HE designed the study, performed the experiments, analyzed the data, and wrote the paper. MA analyzed the data and contributed to the paper writing. CA, IH, and IC performed biostatistical analysis. MT, AA, MO, and KM provided patient samples and follow-up. AA, MB, and LB provided intellectual contributions and revised the manuscript. MA provided intellectual contribution and critically revised the manuscript. CJ and MA provided intellectual contribution, supervised all the experiments, critically revised the manuscript, and gave final approval to the publication.

Funding

This work was supported by grants from the Swiss National Science Foundation (PRIMA PR00P3_179727) to CJ.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s Note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Acknowledgments

We thank patients for the participation to this study and the staffs of Urology and Anatomopathology Departments of the Military Hospital Mohamed V in Rabat-Morocco for their precious help and contribution. We would like to thank Dr. Laurent Derré (University Hospital Lausanne, Switzerland) for kindly providing the BU68.08 cell line and the Swiss Government Excellence Scholarships for supporting the stay of HE at the University of Geneva.

References

1. Kamat AM. Bladder Cancer: 2017 and Beyond. Indian J Urol (2017) 33(2):104–5. doi: 10.4103/0970-1591.203419

PubMed Abstract | CrossRef Full Text | Google Scholar

2. Antoni S, Ferlay J, Soerjomataram I, Znaor A, Jemal A, Bray F. Bladder Cancer Incidence and Mortality: A Global Overview and Recent Trends. Eur Urol (2017) 71(1):96–108. doi: 10.1016/j.eururo.2016.06.010

PubMed Abstract | CrossRef Full Text | Google Scholar

3. Siegel RL, Miller KD, Jemal A. Cancer Statistics, 2015: Cancer Statistics, 2015. CA Cancer J Clin (2015) 65(1):5–29. doi: 10.3322/caac.21254

PubMed Abstract | CrossRef Full Text | Google Scholar

4. Sjödahl G, Lauss M, Lövgren K, Chebil G, Gudjonsson S, Veerla S, et al. A Molecular Taxonomy for Urothelial Carcinoma. Clin Cancer Res (2012) 18(12):3377–86. doi: 10.1158/1078-0432.CCR-12-0077-T

PubMed Abstract | CrossRef Full Text | Google Scholar

5. Audenet F, Attalla K, Sfakianos JP. The Evolution of Bladder Cancer Genomics: What Have We Learned and How Can We Use It? Urol Oncol (2018) 36(7):313–20. doi: 10.1016/j.urolonc.2018.02.017

PubMed Abstract | CrossRef Full Text | Google Scholar

6. Lebacle C, Loriot Y, Irani J. BCG-Unresponsive High-Grade Non-Muscle Invasive Bladder Cancer: What Does the Practicing Urologist Need to Know? World J Urol (2021) 39(11):4037–46. doi: 10.1007/s00345-021-03666-w

PubMed Abstract | CrossRef Full Text | Google Scholar

7. Tse J, Singla N, Ghandour R, Lotan Y, Margulis V. Current Advances in BCG-Unresponsive Non-Muscle Invasive Bladder Cancer. Expert Opin Investig Drugs (2019) 28(9):757–70. doi: 10.1080/13543784.2019.1655730

PubMed Abstract | CrossRef Full Text | Google Scholar

8. Konety B, Isharwal S. Non-Muscle Invasive Bladder Cancer Risk Stratification. Indian J Urol (2015) 31(4):289. doi: 10.4103/0970-1591.166445

PubMed Abstract | CrossRef Full Text | Google Scholar

9. Kamat AM, Witjes JA, Brausi M, Soloway M, Lamm D, Persad R, et al. Defining and Treating the Spectrum of Intermediate Risk Nonmuscle Invasive Bladder Cancer. J Urol (2014) 192(2):305–15. doi: 10.1016/j.juro.2014.02.2573

PubMed Abstract | CrossRef Full Text | Google Scholar

10. Balar AV, Castellano D, O’Donnell PH, Grivas P, Vuky J, Powles T, et al. First-Line Pembrolizumab in Cisplatin-Ineligible Patients With Locally Advanced and Unresectable or Metastatic Urothelial Cancer (KEYNOTE-052): A Multicentre, Single-Arm, Phase 2 Study. Lancet Oncol (2017) 18(11):1483–92. doi: 10.1016/S1470-2045(17)30616-2

PubMed Abstract | CrossRef Full Text | Google Scholar

11. Rosenberg JE, Hoffman-Censits J, Powles T, van der Heijden MS, Balar AV, Necchi A, et al. Atezolizumab in Patients With Locally Advanced and Metastatic Urothelial Carcinoma Who Have Progressed Following Treatment With Platinum-Based Chemotherapy: A Single-Arm, Multicentre, Phase 2 Trial. Lancet (2016) 387(10031):1909–20. doi: 10.1016/S0140-6736(16)00561-4

PubMed Abstract | CrossRef Full Text | Google Scholar

12. Sharma P, Callahan MK, Bono P, Kim J, Spiliopoulou P, Calvo E, et al. Nivolumab Monotherapy in Recurrent Metastatic Urothelial Carcinoma (CheckMate 032): A Multicentre, Open-Label, Two-Stage, Multi-Arm, Phase 1/2 Trial. Lancet Oncol (2016) 17(11):1590–8. doi: 10.1016/S1470-2045(16)30496-X

PubMed Abstract | CrossRef Full Text | Google Scholar

13. de Kouchkovsky I, Zhang L, Philip EJ, Wright F, Kim DM, Natesan D, et al. TERT Promoter Mutations and Other Prognostic Factors in Patients With Advanced Urothelial Carcinoma Treated With an Immune Checkpoint Inhibitor. J Immunother Cancer (2021) 9(5):e002127. doi: 10.1136/jitc-2020-002127corr1

PubMed Abstract | CrossRef Full Text | Google Scholar

14. Wang X, Teng F, Kong L, Yu J. PD-L1 Expression in Human Cancers and Its Association With Clinical Outcomes. Onco Targets Ther (2016) 9:5023–39. doi: 10.2147/OTT.S105862

PubMed Abstract | CrossRef Full Text | Google Scholar

15. Xiang X, Yu P-C, Long D, Liao X-L, Zhang S, You X-M, et al. Prognostic Value of PD -L1 Expression in Patients With Primary Solid Tumors. Oncotarget (2018) 9(4):5058–72. doi: 10.18632/oncotarget.23580

PubMed Abstract | CrossRef Full Text | Google Scholar

16. Fedchenko N, Reifenrath J. Different Approaches for Interpretation and Reporting of Immunohistochemistry Analysis Results in the Bone Tissue - A Review. Diagn Pathol (2014) 9:221. doi: 10.1186/s13000-014-0221-9

PubMed Abstract | CrossRef Full Text | Google Scholar

17. Ferro M, La Civita E, Liotti A, Cennamo M, Tortora F, Buonerba C, et al. Liquid Biopsy Biomarkers in Urine: A Route Towards Molecular Diagnosis and Personalized Medicine of Bladder Cancer. J Pers Med (2021) 11(3):237. doi: 10.3390/jpm11030237

PubMed Abstract | CrossRef Full Text | Google Scholar

18. Chen CK, Liao J, Li MS, Khoo BL. Urine Biopsy Technologies: Cancer and Beyond. Theranostics (2020) 10(17):7872–88. doi: 10.7150/thno.44634

PubMed Abstract | CrossRef Full Text | Google Scholar

19. Nicolazzo C, Busetto GM, Gradilone A, Sperduti I, del Giudice F, Loreni F, et al. Circulating Tumor Cells Identify Patients With Super-High-Risk Non-Muscle-Invasive Bladder Cancer: Updated Outcome Analysis of a Prospective Single-Center Trial. Oncologist (2019) 24(5):612–6. doi: 10.1634/theoncologist.2018-0784

PubMed Abstract | CrossRef Full Text | Google Scholar

20. Kutwin P, Konecki T, Borkowska EM, Traczyk-Borszyńska M, Jabłonowski Z. Urine miRNA as a Potential Biomarker for Bladder Cancer Detection - A Meta-Analysis. Cent Eur J Urol (2018) 71(2):177–85. doi: 10.5173/ceju.2018.1605

CrossRef Full Text | Google Scholar

21. Kim J. Identification of MicroRNAs as Diagnostic Biomarkers for Breast Cancer Based on the Cancer Genome Atlas. Diagnostics (Basel) (2021) 11(1):107. doi: 10.3390/diagnostics11010107

PubMed Abstract | CrossRef Full Text | Google Scholar

22. Blanca A, Sanchez-Gonzalez A, Requena MJ, Carrasco-Valiente J, Gomez-Gomez E, Cheng L, et al. Expression of miR-100 and miR-138 as Prognostic Biomarkers in Non-Muscle-Invasive Bladder Cancer. APMIS (2019) 127(8):545–53. doi: 10.1111/apm.12973

PubMed Abstract | CrossRef Full Text | Google Scholar

23. Qin Y-Z, Xie X-C, Liu H-Z, Lai H, Qiu H, Ge L-Y. Screening and Preliminary Validation of miRNAs With the Regulation of hTERT in Colorectal Cancer. Oncol Rep (2015) 33(6):2728–36. doi: 10.3892/or.2015.3892

PubMed Abstract | CrossRef Full Text | Google Scholar

24. Zhao L, Yu H, Yi S, Peng X, Su P, Xiao Z, et al. The Tumor Suppressor miR-138-5p Targets PD-L1 in Colorectal Cancer. Oncotarget (2016) 7(29):45370–84. doi: 10.18632/oncotarget.9659

PubMed Abstract | CrossRef Full Text | Google Scholar

25. Günes C, Wezel F, Southgate J, Bolenz C. Implications of TERT Promoter Mutations and Telomerase Activity in Urothelial Carcinogenesis. Nat Rev Urol (2018) 15(6):386–93. doi: 10.1038/s41585-018-0001-5

PubMed Abstract | CrossRef Full Text | Google Scholar

26. Lee DD, Leão R, Komosa M, Gallo M, Zhang CH, Lipman T, et al. DNA Hypermethylation Within TERT Promoter Upregulates TERT Expression in Cancer. J Clin Invest (2019) 129(1):223–9. doi: 10.1172/JCI121303

PubMed Abstract | CrossRef Full Text | Google Scholar

27. Finkel T, Serrano M, Blasco MA. The Common Biology of Cancer and Ageing. Nature (2007) 448(7155):767–74. doi: 10.1038/nature05985

PubMed Abstract | CrossRef Full Text | Google Scholar

28. Mattson MP, Zhang P, Fu. Roles for Tert and Telomerase in Cell Differenciation and Apopptosis. In: Madame Curie Bioscience Database. Georgetown, TX: Landes Bioscience (2013).

Google Scholar

29. Nault JC, Mallet M, Pilati C, Calderaro J, Bioulac-Sage P, Laurent C, et al. High Frequency of Telomerase Reverse-Transcriptase Promoter Somatic Mutations in Hepatocellular Carcinoma and Preneoplastic Lesions. Nat Commun (2013) 4:2218. doi: 10.1038/ncomms3218

PubMed Abstract | CrossRef Full Text | Google Scholar

30. Yuan X, Larsson C, Xu D. Mechanisms Underlying the Activation of TERT Transcription and Telomerase Activity in Human Cancer: Old Actors and New Players. Oncogene (2019) 38(34):6172–83. doi: 10.1038/s41388-019-0872-9

PubMed Abstract | CrossRef Full Text | Google Scholar

31. Choi W, Ochoa A, McConkey DJ, Aine M, Höglund M, Kim WY, et al. Genetic Alterations in the Molecular Subtypes of Bladder Cancer: Illustration in the Cancer Genome Atlas Dataset. Eur Urol (2017) 72(3):354–65. doi: 10.1016/j.eururo.2017.03.010

PubMed Abstract | CrossRef Full Text | Google Scholar

32. Zhang Z-X, Wang Y, Tao Z-Z, Chen S-M, Xiao B-K, Zhou T. Subtelomeric Demethylation Deregulated hTERT Expression, Telomerase Activity, and Telomere Length in Four Nasopharyngeal Carcinoma Cell Lines. Cancer Biother Radiopharm (2014) 29(7):289–94. doi: 10.1089/cbr.2013.1581

PubMed Abstract | CrossRef Full Text | Google Scholar

33. Babjuk M, Burger M, Zigeuner R, Shariat SF, van Rhijn BWG, Compérat E, et al. EAU Guidelines on Non–Muscle-Invasive Urothelial Carcinoma of the Bladder: Update 2013. Eur Urol (2013) 64(4):639–53. doi: 10.1016/j.eururo.2013.06.003

PubMed Abstract | CrossRef Full Text | Google Scholar

34. Attaleb M, El hamadani W, Khyatti M, Benbacer L, Benchekroun N, Benider A, et al. Status of P16<SUP>INK4a</SUP> and E-Cadherin Gene Promoter Methylation in Moroccan Patients With Cervical Carcinoma. Oncol Res (2009) 18(4):185–92. doi: 10.3727/096504009790217416

PubMed Abstract | CrossRef Full Text | Google Scholar

35. Sticht C, de la Torre C, Parveen A, Gretz N. Mirwalk: An Online Resource for Prediction of microRNA Binding Sites. Campbell M, Editor. PloS One (2018) 13(10):e0206239. doi: 10.1371/journal.pone.0206239

PubMed Abstract | CrossRef Full Text | Google Scholar

36. Hosen I, Rachakonda PS, Heidenreich B, de Verdier PJ, Ryk C, Steineck G, et al. Mutations in TERT Promoter and FGFR3 and Telomere Length in Bladder Cancer: TERT, FGFR3, Telomere Length in Bladder Cancer. Int J Cancer (2015) 137(7):1621–9. doi: 10.1002/ijc.29526

PubMed Abstract | CrossRef Full Text | Google Scholar

37. Stern JL, Theodorescu D, Vogelstein B, Papadopoulos N, Cech TR. Mutation of the TERT Promoter, Switch to Active Chromatin, and Monoallelic TERT Expression in Multiple Cancers. Genes Dev (2015) 29(21):2219–24. doi: 10.1101/gad.269498.115

PubMed Abstract | CrossRef Full Text | Google Scholar

38. Vinagre J, Almeida A, Pópulo H, Batista R, Lyra J, Pinto V, et al. Frequency of TERT Promoter Mutations in Human Cancers. Nat Commun (2013) 4:2185. doi: 10.1038/ncomms3185

PubMed Abstract | CrossRef Full Text | Google Scholar

39. Leão R, Lee D, Figueiredo A, Hermanns T, Wild P, Komosa M, et al. Combined Genetic and Epigenetic Alterations of the TERT Promoter Affect Clinical and Biological Behavior of Bladder Cancer. Int J Cancer (2019) 144(7):1676–84. doi: 10.1002/ijc.31935

PubMed Abstract | CrossRef Full Text | Google Scholar

40. Critelli R, Fasanelli F, Oderda M, Polidoro S, Assumma MB, Viberti C, et al. Detection of Multiple Mutations in Urinary Exfoliated Cells From Male Bladder Cancer Patients at Diagnosis and During Follow-Up. Oncotarget (2016) 7(41):67435–48. doi: 10.18632/oncotarget.11883

PubMed Abstract | CrossRef Full Text | Google Scholar

41. Russo IJ, Ju Y, Gordon NS, Zeegers MP, Cheng KK, James ND, et al. Toward Personalised Liquid Biopsies for Urothelial Carcinoma: Characterisation of ddPCR and Urinary cfDNA for the Detection of the TERT 228 G>A/T Mutation. Bladder Cancer (2018) 4(1):41–8. doi: 10.3233/BLC-170152

PubMed Abstract | CrossRef Full Text | Google Scholar

42. Xu L, Li S, Stohr BA. The Role of Telomere Biology in Cancer. Annu Rev Pathol (2013) 8:49–78. doi: 10.1146/annurev-pathol-020712-164030

PubMed Abstract | CrossRef Full Text | Google Scholar

43. Wentzensen IM, Mirabello L, Pfeiffer RM, Savage SA. The Association of Telomere Length and Cancer: A Meta-Analysis. Cancer Epidemiol Biomarkers Prev (2011) 20(6):1238–50. doi: 10.1158/1055-9965.EPI-11-0005

PubMed Abstract | CrossRef Full Text | Google Scholar

44. Russo A, Modica F, Guarrera S, Fiorito G, Pardini B, Viberti C, et al. Shorter Leukocyte Telomere Length Is Independently Associated With Poor Survival in Patients With Bladder Cancer. Cancer Epidemiol Biomarkers Prev (2014) 23(11):2439–46. doi: 10.1158/1055-9965.EPI-14-0228

PubMed Abstract | CrossRef Full Text | Google Scholar

45. Chiba K, Lorbeer FK, Shain AH, McSwiggen DT, Schruf E, Oh A, et al. Mutations in the Promoter of the Telomerase Gene TERT Contribute to Tumorigenesis by a Two-Step Mechanism. Science (2017) 357(6358):1416–20. doi: 10.1126/science.aao0535

PubMed Abstract | CrossRef Full Text | Google Scholar

46. Barthel FP, Wei W, Tang M, Martinez-Ledesma E, Hu X, Amin SB, et al. Systematic Analysis of Telomere Length and Somatic Alterations in 31 Cancer Types. Nat Genet (2017) 49(3):349–57. doi: 10.1038/ng.3781

PubMed Abstract | CrossRef Full Text | Google Scholar

47. Castelo-Branco P, Leão R, Lipman T, Campbell B, Lee D, Price A, et al. A Cancer Specific Hypermethylation Signature of the TERT Promoter Predicts Biochemical Relapse in Prostate Cancer: A Retrospective Cohort Study. Oncotarget (2016) 7(36):57726–36. doi: 10.18632/oncotarget.10639

PubMed Abstract | CrossRef Full Text | Google Scholar

48. Castelo-Branco P, Choufani S, Mack S, Gallagher D, Zhang C, Lipman T, et al. Methylation of the TERT Promoter and Risk Stratification of Childhood Brain Tumours: An Integrative Genomic and Molecular Study. Lancet Oncol (2013) 14(6):534–42. doi: 10.1016/S1470-2045(13)70110-4

PubMed Abstract | CrossRef Full Text | Google Scholar

49. Lázár-Molnár E, Yan Q, Cao E, Ramagopal U, Nathenson SG, Almo SC. Crystal Structure of the Complex Between Programmed Death-1 (PD-1) and Its Ligand PD-L2. Proc Natl Acad Sci USA (2008) 105(30):10483–8. doi: 10.1073/pnas.0804453105

PubMed Abstract | CrossRef Full Text | Google Scholar

50. Yearley JH, Gibson C, Yu N, Moon C, Murphy E, Juco J, et al. PD-L2 Expression in Human Tumors: Relevance to Anti-PD-1 Therapy in Cancer. Clin Cancer Res (2017) 23(12):3158–67. doi: 10.1158/1078-0432.CCR-16-1761

PubMed Abstract | CrossRef Full Text | Google Scholar

51. Mochizuki Y, Tazawa H, Demiya K, Kure M, Kondo H, Komatsubara T, et al. Telomerase-Specific Oncolytic Immunotherapy for Promoting Efficacy of PD-1 Blockade in Osteosarcoma. Cancer Immunol Immunother (2021) 70(5):1405–17. doi: 10.1007/s00262-020-02774-7

PubMed Abstract | CrossRef Full Text | Google Scholar

52. Motawi TK, Rizk SM, Ibrahim TM, Ibrahim IA-R. Circulating microRNAs, miR-92a, miR-100 and miR-143, as Non-Invasive Biomarkers for Bladder Cancer Diagnosis: Circulating MicroRNAs as Biomarkers for BC Diagnosis. Cell Biochem Funct (2016) 34(3):142–8. doi: 10.1002/cbf.3171

PubMed Abstract | CrossRef Full Text | Google Scholar

53. Catto JWF, Miah S, Owen HC, Bryant H, Myers K, Dudziec E, et al. Distinct microRNA Alterations Characterize High- and Low-Grade Bladder Cancer. Cancer Res (2009) 69(21):8472–81. doi: 10.1158/0008-5472.CAN-09-0744

PubMed Abstract | CrossRef Full Text | Google Scholar

54. Inamoto T, Taniguchi K, Takahara K, Iwatsuki A, Takai T, Komura K, et al. Intravesical Administration of Exogenous microRNA-145 as a Therapy for Mouse Orthotopic Human Bladder Cancer Xenograft. Oncotarget (2015) 6(25):21628–35. doi: 10.18632/oncotarget.4129

PubMed Abstract | CrossRef Full Text | Google Scholar

55. Yoshikawa Y, Taniguchi K, Tsujino T, Heishima K, Inamoto T, Takai T, et al. Anti-Cancer Effects of a Chemically Modified miR-143 on Bladder Cancer by Either Systemic or Intravesical Treatment. Mol Ther Methods Clin Dev (2019) 13:290–302. doi: 10.1016/j.omtm.2019.02.005

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: bladder cancer, TERT, immune checkpoint, microRNAs, immunotherapy

Citation: El Ahanidi H, El Azzouzi M, Hafidi Alaoui C, Tetou M, Bensaid M, Chaoui I, Benbacer L, Hassan I, Oukabli M, Michaud K, Ameur A, Al Bouzidi A, El Mzibri M, Jandus C and Attaleb M (2022) Immune Checkpoint and Telomerase Crosstalk Is Mediated by miRNA-138 in Bladder Cancer. Front. Oncol. 11:795242. doi: 10.3389/fonc.2021.795242

Received: 19 October 2021; Accepted: 21 December 2021;
Published: 11 February 2022.

Edited by:

Matteo Ferro, European Institute of Oncology (IEO), Italy

Reviewed by:

Gian Maria Busetto, University of Foggia, Italy
Ettore De Berardinis, Sapienza University of Rome, Italy

Copyright © 2022 El Ahanidi, El Azzouzi, Hafidi Alaoui, Tetou, Bensaid, Chaoui, Benbacer, Hassan, Oukabli, Michaud, Ameur, Al Bouzidi, El Mzibri, Jandus and Attaleb. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Mohammed Attaleb, YXR0YWxlYl9tb2hhbW1lZEB5YWhvby5mcg==; YXR0YWxlYkBjbmVzdGVuLm9yZy5tYQ==

These authors have contributed equally to this work

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.