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1.
J Pathol ; 259(4): 455-467, 2023 04.
Article in English | MEDLINE | ID: mdl-36695554

ABSTRACT

The aggressive basal/squamous (Ba/Sq) bladder cancer (BLCA) subtype is often diagnosed at the muscle-invasive stage and can progress to the sarcomatoid variant. Identification of molecular changes occurring during progression from non-muscle-invasive BLCA (NMIBC) to Ba/Sq muscle-invasive BLCA (MIBC) is thus challenging in human disease. We used the N-butyl-N-(4-hydroxybutyl)-nitrosamine (BBN) mouse model of Ba/Sq MIBC to study longitudinally the molecular changes leading to the Ba/Sq phenotype and to the sarcomatoid variant using IHC and microdissection followed by RNA-seq at all stages of progression. A shift to the Ba/Sq phenotype started in early progression stages. Pathway analysis of gene clusters with coordinated expression changes revealed Shh signaling loss and a shift from fatty acid metabolism to glycolysis. An upregulated cluster, appearing early in carcinogenesis, showed relevance to human disease, identifying NMIBC patients at risk of progression. Similar to the human counterpart, sarcomatoid BBN tumors displayed a Ba/Sq phenotype and epithelial-mesenchymal transition (EMT) features. An EGFR/FGFR1 signaling switch occurred with sarcomatoid dedifferentiation and correlated with EMT. BLCA cell lines with high EMT were the most sensitive to FGFR1 knockout and resistant to EGFR knockout. Taken together, these findings provide insights into the underlying biology of Ba/Sq BLCA progression and sarcomatoid dedifferentiation with potential clinical implications. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.


Subject(s)
Carcinoma, Squamous Cell , Sarcoma , Soft Tissue Neoplasms , Urinary Bladder Neoplasms , Animals , Mice , Humans , Urinary Bladder , Urinary Bladder Neoplasms/genetics , Carcinogenesis/genetics , ErbB Receptors
2.
Lancet Oncol ; 24(12): 1411-1422, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37951222

ABSTRACT

BACKGROUND: Clinical benefits of atezolizumab plus bevacizumab (atezolizumab-bevacizumab) are observed only in a subset of patients with hepatocellular carcinoma and the development of biomarkers is needed to improve therapeutic strategies. The atezolizumab-bevacizumab response signature (ABRS), assessed by molecular biology profiling techniques, has been shown to be associated with progression-free survival after treatment initiation. The primary objective of our study was to develop an artificial intelligence (AI) model able to estimate ABRS expression directly from histological slides, and to evaluate if model predictions were associated with progression-free survival. METHODS: In this multicentre retrospective study, we developed a model (ABRS-prediction; ABRS-P), which was derived from the previously published clustering-constrained attention multiple instance learning (or CLAM) pipeline. We trained the model fit for regression analysis using a multicentre dataset from The Cancer Genome Atlas (patients treated by surgical resection, n=336). The ABRS-P model was externally validated on two independent series of samples from patients with hepatocellular carcinoma (a surgical resection series, n=225; and a biopsy series, n=157). The predictive value of the model was further tested in a series of biopsy samples from a multicentre cohort of patients with hepatocellular carcinoma treated with atezolizumab-bevacizumab (n=122). All samples in the study were from adults (aged ≥18 years). The validation sets were sampled between Jan 1, 2008, to Jan 1, 2023. For the multicentre validation set, the primary objective was to assess the association of high versus low ABRS-P values, defined relative to cross-validation median split thresholds in the first biopsy series, with progression-free survival after treatment initiation. Finally, we performed spatial transcriptomics and matched prediction heatmaps with in situ expression profiles. FINDINGS: Of the 840 patients sampled, 641 (76%) were male and 199 (24%) were female. Across the development and validation datasets, hepatocellular carcinoma risk factors included alcohol intake, hepatitis B and C virus infections, and non-alcoholic steatohepatitis. Using cross-validation in the development series, the mean Pearson's correlation between ABRS-P values and ABRS score (mean expression of ABRS genes) was r=0·62 (SD 0·09; mean p<0·0001, SD<0·0001). The ABRS-P generalised well on the external validation series (surgical resection series, r=0·60 [95% CI 0·51-0·68], p<0·0001; biopsy series, r=0·53 [0·40-0·63], p<0·0001). In the 122 patients treated with atezolizumab-bevacizumab, those with ABRS-P-high tumours (n=74) showed significantly longer median progression-free survival than those with ABRS-P-low tumours (n=48) after treatment initiation (12 months [95% CI 7-not reached] vs 7 months [4-9]; p=0·014). Spatial transcriptomics showed significantly higher ABRS score, along with upregulation of various other immune effectors, in tumour areas with high ABRS-P values versus areas with low ABRS-P values. INTERPRETATION: Our study indicates that AI applied on hepatocellular carcinoma digital slides is able to serve as a biomarker for progression-free survival in patients treated with atezolizumab-bevacizumab. This approach could be used in the development of inexpensive and fast biomarkers for targeted therapies. The combination of AI heatmaps with spatial transcriptomics provides insight on the molecular features associated with predictions. This methodology could be applied to other cancers or diseases and improve understanding of the biological mechanisms that drive responses to treatments. FUNDING: Institut National du Cancer, Fondation ARC, China Scholarship Council, Ligue Contre le Cancer du Val de Marne, Fondation de l'Avenir, Ipsen, and Fondation Bristol Myers Squibb Pour la Recherche en Immuno-Oncologie.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Adolescent , Adult , Female , Humans , Male , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Artificial Intelligence , Bevacizumab/therapeutic use , Biomarkers , Carcinoma, Hepatocellular/drug therapy , Carcinoma, Hepatocellular/genetics , Liver Neoplasms/drug therapy , Liver Neoplasms/genetics , Retrospective Studies
3.
Br J Cancer ; 128(5): 918-927, 2023 03.
Article in English | MEDLINE | ID: mdl-36550208

ABSTRACT

BACKGROUND: Neuroendocrine prostate cancer (NEPC) is a multi-resistant variant of prostate cancer (PCa) that has become a major challenge in clinics. Understanding the neuroendocrine differentiation (NED) process at the molecular level is therefore critical to define therapeutic strategies that can prevent multi-drug resistance. METHODS: Using RNA expression profiling and immunohistochemistry, we have identified and characterised a gene expression signature associated with the emergence of NED in a large PCa cohort, including 169 hormone-naïve PCa (HNPC) and 48 castration-resistance PCa (CRPC) patients. In vitro and preclinical in vivo NED models were used to explore the cellular mechanism and to characterise the effects of castration on PCa progression. RESULTS: We show for the first time that Neuropilin-1 (NRP1) is a key component of NED in PCa cells. NRP1 is upregulated in response to androgen deprivation therapies (ADT) and elicits cell survival through induction of the PKC pathway. Downmodulation of either NRP1 protein expression or PKC activation suppresses NED, prevents tumour evolution toward castration resistance and increases the efficacy of docetaxel-based chemotherapy in preclinical models in vivo. CONCLUSIONS: This study reveals the NRP1/PKC axis as a promising therapeutic target for the prevention of neuroendocrine castration-resistant variants of PCa and indicates NRP1 as an early transitional biomarker.


Subject(s)
Prostatic Neoplasms, Castration-Resistant , Prostatic Neoplasms , Male , Humans , Prostatic Neoplasms/pathology , Neuropilin-1 , Prostatic Neoplasms, Castration-Resistant/pathology , Androgen Antagonists , Drug Resistance , Cell Differentiation , Cell Line, Tumor
4.
J Pathol ; 256(1): 108-118, 2022 01.
Article in English | MEDLINE | ID: mdl-34611919

ABSTRACT

Basal/squamous (Ba/Sq) subtype represents an intrinsic and robust group in the consensus molecular classification of muscle-invasive bladder cancer (MIBC), with poor outcome and controversial chemosensitivity. We aimed to investigate the spectrum of intratumor heterogeneity (ITH) in the Ba/Sq subtype. First, we validated a 29-gene NanoString CodeSet to predict the Ba/Sq subtype for FFPE samples. We identified heterogeneous Ba/Sq tumors in a series of 331 MIBC FFPE samples using dual GATA3/KRT5/6 immunohistochemistry (IHC). Heterogeneous regions with distinct immunostaining patterns were studied separately for gene expression using the 29-gene CodeSet, for mutations by targeted next-generation sequencing, and for copy number alteration (CNA) by microarray hybridization. Among 83 Ba/Sq tumors identified by GATA3/KRT5/6 dual staining, 19 tumors showed heterogeneity at the IHC level. In one third of the 19 cases, regions from the same tumor were classified in different distinct molecular subtypes. The mutational and CNA profiles confirmed the same clonal origin for IHC heterogeneous regions with possible subclonal evolution. Overall, two patterns of intratumoral heterogeneity (ITH) were observed in Ba/Sq tumors: low ITH (regions with distinct immunostaining, but common molecular subtype and shared CNA) or high ITH (regions with distinct immunostaining, molecular subtype, and CNA). These results showed multilayer heterogeneity in Ba/Sq MIBC. In view of personalized medicine, this heterogeneity adds complexity and should be taken into account for sampling procedures used for diagnosis and treatment choice. © 2021 The Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.


Subject(s)
Biomarkers, Tumor/genetics , DNA Copy Number Variations/genetics , Mutation/genetics , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , Biomarkers, Tumor/metabolism , Gene Expression Profiling/methods , Humans , Immunohistochemistry/methods , Precision Medicine/methods , Urinary Bladder Neoplasms/diagnosis
5.
J Hepatol ; 77(1): 116-127, 2022 07.
Article in English | MEDLINE | ID: mdl-35143898

ABSTRACT

BACKGROUND & AIMS: Patients with hepatocellular carcinoma (HCC) displaying overexpression of immune gene signatures are likely to be more sensitive to immunotherapy, however, the use of such signatures in clinical settings remains challenging. We thus aimed, using artificial intelligence (AI) on whole-slide digital histological images, to develop models able to predict the activation of 6 immune gene signatures. METHODS: AI models were trained and validated in 2 different series of patients with HCC treated by surgical resection. Gene expression was investigated using RNA sequencing or NanoString technology. Three deep learning approaches were investigated: patch-based, classic MIL and CLAM. Pathological reviewing of the most predictive tissue areas was performed for all gene signatures. RESULTS: The CLAM model showed the best overall performance in the discovery series. Its best-fold areas under the receiver operating characteristic curves (AUCs) for the prediction of tumors with upregulation of the immune gene signatures ranged from 0.78 to 0.91. The different models generalized well in the validation dataset with AUCs ranging from 0.81 to 0.92. Pathological analysis of highly predictive tissue areas showed enrichment in lymphocytes, plasma cells, and neutrophils. CONCLUSION: We have developed and validated AI-based pathology models able to predict the activation of several immune and inflammatory gene signatures. Our approach also provides insights into the morphological features that impact the model predictions. This proof-of-concept study shows that AI-based pathology could represent a novel type of biomarker that will ease the translation of our biological knowledge of HCC into clinical practice. LAY SUMMARY: Immune and inflammatory gene signatures may be associated with increased sensitivity to immunotherapy in patients with advanced hepatocellular carcinoma. In the present study, the use of artificial intelligence-based pathology enabled us to predict the activation of these signatures directly from histology.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Artificial Intelligence , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/pathology , Humans , Liver Neoplasms/genetics , Liver Neoplasms/pathology , ROC Curve
6.
J Hepatol ; 77(6): 1586-1597, 2022 12.
Article in English | MEDLINE | ID: mdl-35987274

ABSTRACT

BACKGROUND & AIMS: Combined hepatocellular-cholangiocarcinoma (cHCC-CCA) is a rare primary liver cancer (PLC) associated with a poor prognosis. Given the challenges in its identification and its clinical implications, biomarkers are critically needed. We aimed to investigate the diagnostic and prognostic value of the immunohistochemical expression of Nestin, a progenitor cell marker, in a large multicentric series of PLCs. METHODS: We collected 461 cHCC-CCA samples from 32 different clinical centers. Control cases included 368 hepatocellular carcinomas (HCCs) and 221 intrahepatic cholangiocarcinomas (iCCAs). Nestin immunohistochemistry was performed on whole tumor sections. Diagnostic and prognostic performances of Nestin expression were determined using receiver-operating characteristic curves and Cox regression modeling. RESULTS: Nestin was able to distinguish cHCC-CCA from HCC with AUCs of 0.85 and 0.86 on surgical and biopsy samples, respectively. Performance was lower for the distinction of cHCC-CCA from iCCA (AUCs of 0.59 and 0.60). Nestin, however, showed a high prognostic value, allowing identification of the subset of cHCC-CCA ("Nestin High", >30% neoplastic cells with positive staining) associated with the worst clinical outcome (shorter disease-free and overall survival) after surgical resection and liver transplantation, as well as when assessment was performed on biopsies. CONCLUSION: We show in different clinical settings that Nestin has diagnostic value and that it is a useful biomarker to identify the subset of cHCC-CCA associated with the worst clinical outcome. Nestin immunohistochemistry may be used to refine risk stratification and improve treatment allocation for patients with this highly aggressive malignancy. LAY SUMMARY: There are different types of primary liver cancers (i.e. cancers that originate in the liver). Accurately identifying a specific subtype of primary liver cancer (and determining its associated prognosis) is important as it can have a major impact on treatment allocation. Herein, we show that a protein called Nestin could be used to refine risk stratification and improve treatment allocation for patients with combined hepatocellular carcinoma, a rare but highly aggressive subtype of primary liver cancer.


Subject(s)
Bile Duct Neoplasms , Carcinoma, Hepatocellular , Cholangiocarcinoma , Liver Neoplasms , Humans , Nestin , Carcinoma, Hepatocellular/diagnosis , Prognosis , Liver Neoplasms/diagnosis , Cholangiocarcinoma/diagnosis , Bile Duct Neoplasms/diagnosis , Bile Ducts, Intrahepatic
7.
Ann Diagn Pathol ; 60: 151997, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35777330

ABSTRACT

Neurofibromatosis type 1 (NF1) is a common autosomal dominant disorder. The role of angiogenesis and VEGF pathway in the pathogenesis of neurofibromas and malignant peripheral nerve sheath tumors (MPNSTs) remains poorly understood. We assessed the expression of VEGF and VEGFR family members in cohorts of plexiform neurofibromas (pNF), MPNSTs and MPNST cell lines at transcript [pNF, n = 49; MPNST, n = 34] and protein levels [pNF, n = 21; MPNST, n = 9]. VEGF and VEGFR members were variably expressed in cell lines. VEGFA (p = 3.10-5), VEGFR1 (p = 0.08), and VEGFR2 (p = 2.10-4) mRNAs were overexpressed in MPNSTs in comparison with pNFs. Both VEGFA and VEGFR1 proteins were expressed by spindle tumor cells of pNFs and MPNSTs. VEGFA was expressed more in MPNSTs than in pNFs (p = 9.10-6) and a trend for VEGFR1 overexpression was observed (p = 0.06). VEGFR2 was not found at the protein level. The microvascular density was significantly reduced in MPNSTs as compared to pNFs (p = 0.0025), with no differences regarding the expression of the activated phosphorylated forms of ERK (P-ERK [p = 0.63]) and AKT (P-AKT [p = 0.41]) in endothelial cells, suggesting that VEGF-dependant angiogenesis may not be critical for MPNST oncogenesis. Altogether, these results indicate that the VEGF-VEGFR pathway may play a role in the development of pNFs and MPNSTs, independently of angiogenesis. Whether or not it drives an oncogenic autocrine/paracrine loop in neoplastic cells, participating in an increased activation of signaling pathways downstream of tyrosine kinase receptors, including VEGFRs, is a tempting hypothesis. Nevertheless, the specific targeting of angiogenesis in MPNSTs may not be sufficient to slow down tumor growth.


Subject(s)
Nerve Sheath Neoplasms , Neurofibromatosis 1 , Neurofibrosarcoma , Humans , Carcinogenesis , Endothelial Cells/metabolism , Neovascularization, Pathologic , Nerve Sheath Neoplasms/pathology , Neurofibromatosis 1/pathology , Proto-Oncogene Proteins c-akt , Receptors, Vascular Endothelial Growth Factor , Vascular Endothelial Growth Factor A/metabolism , Autocrine Communication
8.
Liver Int ; 40(1): 74-82, 2020 01.
Article in English | MEDLINE | ID: mdl-31444947

ABSTRACT

BACKGROUND & AIMS: The recent approval of direct acting anti-virals (DAA) has dramatically changed the landscape of hepatitis C virus (HCV) therapy. Whether viral clearance could promote liver carcinogenesis is debated. It has been hypothesized that changes in intrahepatic immune surveillance following viral cure could favour tumour growth. This study aimed at characterizing the intrahepatic immune changes induced by HCV cure following DAA therapy. METHODS: Patients with compensated cirrhosis who underwent surgical resection for hepatocellular carcinoma (HCC) after sustained virological response (SVR) to DAA therapy were included. A control group of untreated HCV-infected patients with compensated cirrhosis was selected. RNA was extracted from tumoral and non-tumoral tissues and analysed using the Nanostring Immuno-Oncology-360 panel. Immune cells were quantified by immunohistochemistry. RESULTS: Twenty patients were included: 10 patients with a DAA-induced SVR and 10 untreated controls. All of them had a de novo BCLC 0/A HCC. Non-tumoral tissue profiling showed down-regulation of interferon-related genes (including MX1, ISG15 and IFIT1) after DAA therapy. No other differences in immune profiles/immune cell densities were identified between the two groups. The intra-tumoral immune profiles of HCCs that occurred after DAA therapy were not qualitatively or quantitatively different from those of tumours occurring in untreated patients. CONCLUSION: In conclusion, removal of HCV infection after DAA-based therapy results only in a down-regulation of interferon-stimulated genes in non-tumoral tissues from patients with cirrhosis who develop HCC. These minor changes in the liver immune microenvironment are unlikely to favour HCC occurrence or recurrence after DAA-induced SVR.


Subject(s)
Antiviral Agents/therapeutic use , Carcinoma, Hepatocellular/pathology , Hepatitis C, Chronic/drug therapy , Liver Neoplasms/pathology , Adaptor Proteins, Signal Transducing/genetics , Aged , Aged, 80 and over , Carcinogenesis , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/surgery , Cytokines/genetics , Female , Gene Expression Profiling , Hepacivirus/genetics , Hepacivirus/immunology , Hepatitis C, Chronic/complications , Humans , Immunohistochemistry , Liver Cirrhosis/virology , Liver Neoplasms/genetics , Liver Neoplasms/surgery , Male , Middle Aged , Myxovirus Resistance Proteins/genetics , RNA, Viral/genetics , RNA-Binding Proteins/genetics , Sustained Virologic Response , Tumor Microenvironment , Ubiquitins/genetics
9.
Br J Cancer ; 120(5): 555-564, 2019 03.
Article in English | MEDLINE | ID: mdl-30765874

ABSTRACT

BACKGROUND: Muscle-invasive bladder cancer (MIBC) is an aggressive neoplasm with poor prognosis, lacking effective therapeutic targets. Oncogenic dependency on members of the TAM tyrosine kinase receptor family (TYRO3, AXL, MERTK) has been reported in several cancer types, but their role in bladder cancer has never been explored. METHODS: TAM receptor expression was evaluated in two series of human bladder tumours by gene expression (TCGA and CIT series), immunohistochemistry and western blotting analyses (CIT series). The role of the different TAM receptors was assessed by loss-of-function experiments and pharmaceutical inhibition in vitro and in vivo. RESULTS: We reported a significantly higher expression of TYRO3, but not AXL or MERTK, in both non-MIBCs and MIBCs, compared to normal urothelium. Loss-of-function experiments identified a TYRO3-dependency of bladder carcinoma-derived cells both in vitro and in a mouse xenograft model, whereas AXL and MERTK depletion had only a minor impact on cell viability. Accordingly, TYRO3-dependent bladder tumour cells were sensitive to pharmacological treatment with two pan-TAM inhibitors. Finally, growth inhibition upon TYRO3 depletion relies on cell cycle inhibition and apoptosis associated with induction of tumour-suppressive signals. CONCLUSIONS: Our results provide a preclinical proof of concept for TYRO3 as a potential therapeutic target in bladder cancer.


Subject(s)
Carcinoma, Transitional Cell/genetics , Receptor Protein-Tyrosine Kinases/genetics , Urinary Bladder Neoplasms/genetics , Animals , Apoptosis/genetics , Carcinoma, Transitional Cell/metabolism , Carcinoma, Transitional Cell/pathology , Cell Line, Tumor , Cell Survival , Gene Expression , Humans , Hylobatidae , Immunochemistry , In Vitro Techniques , Mice , Molecular Targeted Therapy , Muscle, Smooth/pathology , Neoplasm Invasiveness , Neoplasm Transplantation , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins/metabolism , Receptor Protein-Tyrosine Kinases/metabolism , Urinary Bladder Neoplasms/metabolism , Urinary Bladder Neoplasms/pathology , c-Mer Tyrosine Kinase/genetics , c-Mer Tyrosine Kinase/metabolism , Axl Receptor Tyrosine Kinase
10.
Mod Pathol ; 31(8): 1270-1281, 2018 08.
Article in English | MEDLINE | ID: mdl-29467478

ABSTRACT

Although human epidermal growth factor receptor 2 (HER2) may represent a therapeutic target, its evaluation in urothelial carcinoma of the bladder does not rely on a standardized scoring system by immunohistochemistry or fluorescent in situ hybridization (FISH), as reflected by various methodology in the literature and clinical trials. Our aim was to improve and standardize HER2 amplification detection in bladder cancer. We assessed immunohistochemical criteria derived from 2013 American Society of Clinical Oncology (ASCO)/College of American Pathologists (CAPs) guidelines for breast cancer and investigated intratumoral heterogeneity in a retrospective multicentric cohort of 188 patients with locally advanced urothelial carcinoma of the bladder. Immunohistochemistry was performed on 178 primary tumors and 126 lymph node metastases, eligible cases (moderate/strong, complete/incomplete membrane staining) were assessed by FISH. HER2 overexpression was more frequent with 2013 ASCO/CAP than 2007 ASCO/CAP guidelines (p < 0.0001). The rate of positive HER2 FISH was similar between primary tumor and lymph node metastases (8%). Among positive FISH cases, 48% were associated with moderate/strong incomplete membrane staining that were not scored eligible for FISH by 2007 ASCO/CAP criteria. Among 3+ immunohistochemistry score cases, 67% were associated with HER2-positive FISH. Concordance between primary tumors and matched lymph node metastases was moderate for immunohistochemistry (κ = 0.54 (CI 95%, 0.41-0.67)) and FISH (κ = 0.50 (CI 95%, 0.20-0.79)). HER2-positive FISH was more frequent in micropapillary carcinomas (12%) and carcinoma with squamous differentiation (11%) than in pure conventional carcinoma (6%). Intratumoral heterogeneity for HER2 immunohistochemistry was observed in 7% primary tumor and 6% lymph node metastases; 24% positive HER2 FISH presented intratumoral heterogeneity. Our study suggests that HER2 evaluation should include an immunohistochemistry screening step with eligibility for FISH including incomplete/complete and moderate/strong membrane staining. Spatial or temporal intratumoral heterogeneity prompts to perform evaluation on both tumor and lymph node, and for each histological variant observed.


Subject(s)
Biomarkers, Tumor/analysis , Carcinoma, Transitional Cell , Immunohistochemistry/standards , Receptor, ErbB-2/analysis , Urinary Bladder Neoplasms , Adult , Aged , Aged, 80 and over , Carcinoma, Transitional Cell/genetics , Carcinoma, Transitional Cell/metabolism , Carcinoma, Transitional Cell/mortality , Female , Gene Amplification , Humans , Immunohistochemistry/methods , In Situ Hybridization, Fluorescence/methods , In Situ Hybridization, Fluorescence/standards , Kaplan-Meier Estimate , Male , Middle Aged , Retrospective Studies , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/metabolism , Urinary Bladder Neoplasms/mortality
12.
Cancer ; 121(9): 1422-30, 2015 May 01.
Article in English | MEDLINE | ID: mdl-25639219

ABSTRACT

BACKGROUND: In view of the marked molecular heterogeneity of prostate cancer (PCa), clinical and pathologic parameters alone may be unreliable for predicting disease outcomes after surgical intervention. The development of biomarkers may be helpful to estimate tumor heterogeneity and stratify patients in terms of their risk of progression. Levels of v-ets avian erythroblastosis virus E26 oncogene homolog (ERG), trefoil factor 3 (TFF3), and serine peptidase inhibitor, Kazal type 1 (SPINK1) are commonly elevated in PCa, but it is unclear whether the evaluation of these 3 markers can help to discriminate patients who will have different clinical outcomes. The authors investigated whether assessment of ERG, TFF3, and SPINK1 expression could help to define clinically relevant, distinct subsets of patients with PCa. METHODS: The cohort consisted of 279 men with PCa who underwent radical prostatectomy at Henri Mondor Hospital. Expression levels of ERG, TFF3, and SPINK1 were evaluated immunohistochemically in the prostatectomy specimens. Potential associations of ERG, TFF3, and SPINK1 with age, prostate-specific antigen (PSA), tumor stage, Gleason score, and biochemical recurrence, defined by PSA failure, were investigated. RESULTS: Although prognostic significance was not observed for ERG or TFF3, an exclusive pattern of expression was demonstrated for TFF3 and ERG. SPINK1 expression was observed exclusively in a subgroup of cancers that expressed TFF3 (41 of 175 tumors). Moreover, SPINK1 positivity was identified as predictive of biochemical recurrence in univariate (P = .0009) and multivariate (P = .0003) analyses. CONCLUSIONS: The current results suggest that ERG and TFF3 characterize 2 distinct subsets of PCa, with a more aggressive subgroup of TFF3-expressing tumors that express SPINK1. Together, these findings support a rationale of screening for these biomarkers for prognostic purposes and molecular subtyping of the disease.


Subject(s)
Biomarkers, Tumor/metabolism , Carrier Proteins/metabolism , Peptides/metabolism , Prostatic Neoplasms/metabolism , Trans-Activators/metabolism , Adult , Aged , Disease Progression , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prognosis , Proportional Hazards Models , Prostate/metabolism , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/mortality , Prostatic Neoplasms/surgery , Risk , Transcriptional Regulator ERG , Trefoil Factor-3 , Trypsin Inhibitor, Kazal Pancreatic
13.
Int J Cancer ; 134(8): 1776-84, 2014 Apr 15.
Article in English | MEDLINE | ID: mdl-24122582

ABSTRACT

The PI3K/AKT pathway is considered to play a major role in bladder carcinogenesis, but its relationships with other molecular alterations observed in bladder cancer remain unknown. We investigated PI3K/AKT pathway activation in a series of human bladder urothelial carcinomas (UC) according to PTEN expression, PTEN deletions and FGFR3, PIK3CA, KRAS, HRAS, NRAS and TP53 gene mutations. The series included 6 normal bladder urothelial samples and 129 UC (Ta n = 25, T1 n = 34, T2-T3-T4 n = 70). Expression of phospho-AKT (pAKT), phospho-S6-Ribosomal Protein (pS6) (one downstream effector of PI3K/AKT pathway) and PTEN was evaluated by reverse phase protein Array. Expression of miR-21, miR-19a and miR-222, known to regulate PTEN expression, was also evaluated. pAKT expression levels were higher in tumors than in normal urothelium (p < 0.01), regardless of stage and showed a weak and positive correlation with pS6 (Spearman coefficient RS = 0.26; p = 0.002). No association was observed between pAKT or pS6 expression and the gene mutations studied. PTEN expression was decreased in PTEN-deleted tumors, and in T1 (p = 0.0089) and T2-T3-T4 (p < 0.001) tumors compared to Ta tumors; it was also negatively correlated with miR-19a (RS = -0.50; p = 0.0088) and miR-222 (RS = -0.48; p = 0.0132), but not miR-21 (RS = -0.27; p = 0.18) expression. pAKT and PTEN expressions were not negatively correlated, and, on the opposite, a positive and moderate correlation was observed in Ta (RS = 0.54; p = 0.0056) and T1 (RS = 0.56; p = 0.0006) tumors. Our study suggests that PI3K/AKT pathway activation occurs in the entire spectrum of bladder UC regardless of stage or known most frequent molecular alterations, and independently of low PTEN expression.


Subject(s)
PTEN Phosphohydrolase/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Urinary Bladder Neoplasms/enzymology , Aged , Cell Transformation, Neoplastic/metabolism , Class I Phosphatidylinositol 3-Kinases , Enzyme Activation , Female , GTP Phosphohydrolases/genetics , Humans , Male , Membrane Proteins/genetics , MicroRNAs/biosynthesis , Middle Aged , PTEN Phosphohydrolase/genetics , Phosphatidylinositol 3-Kinases/genetics , Phosphorylation , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Receptor, Fibroblast Growth Factor, Type 3/genetics , Ribosomal Protein S6/biosynthesis , Ribosomal Protein S6/metabolism , Sequence Deletion/genetics , Signal Transduction/genetics , Tumor Suppressor Protein p53/genetics , Urinary Bladder/enzymology , Urinary Bladder/pathology , Urothelium/enzymology , Urothelium/pathology , ras Proteins/genetics
14.
Eur Urol ; 85(5): 483-494, 2024 May.
Article in English | MEDLINE | ID: mdl-37380559

ABSTRACT

BACKGROUND: Molecular understanding of muscle-invasive (MIBC) and non-muscle-invasive (NMIBC) bladder cancer is currently based primarily on transcriptomic and genomic analyses. OBJECTIVE: To conduct proteogenomic analyses to gain insights into bladder cancer (BC) heterogeneity and identify underlying processes specific to tumor subgroups and therapeutic outcomes. DESIGN, SETTING, AND PARTICIPANTS: Proteomic data were obtained for 40 MIBC and 23 NMIBC cases for which transcriptomic and genomic data were already available. Four BC-derived cell lines harboring FGFR3 alterations were tested with interventions. INTERVENTION: Recombinant tumor necrosis factor-related apoptosis-inducing ligand (TRAIL), second mitochondrial-derived activator of caspases mimetic (birinapant), pan-FGFR inhibitor (erdafitinib), and FGFR3 knockdown. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Proteomic groups from unsupervised analyses (uPGs) were characterized using clinicopathological, proteomic, genomic, transcriptomic, and pathway enrichment analyses. Additional enrichment analyses were performed for FGFR3-mutated tumors. Treatment effects on cell viability for FGFR3-altered cell lines were evaluated. Synergistic treatment effects were evaluated using the zero interaction potency model. RESULTS AND LIMITATIONS: Five uPGs, covering both NMIBC and MIBC, were identified and bore coarse-grained similarity to transcriptomic subtypes underlying common features of these different entities; uPG-E was associated with the Ta pathway and enriched in FGFR3 mutations. Our analyses also highlighted enrichment of proteins involved in apoptosis in FGFR3-mutated tumors, not captured through transcriptomics. Genetic and pharmacological inhibition demonstrated that FGFR3 activation regulates TRAIL receptor expression and sensitizes cells to TRAIL-mediated apoptosis, further increased by combination with birinapant. CONCLUSIONS: This proteogenomic study provides a comprehensive resource for investigating NMIBC and MIBC heterogeneity and highlights the potential of TRAIL-induced apoptosis as a treatment option for FGFR3-mutated bladder tumors, warranting a clinical investigation. PATIENT SUMMARY: We integrated proteomics, genomics, and transcriptomics to refine molecular classification of bladder cancer, which, combined with clinical and pathological classification, should lead to more appropriate management of patients. Moreover, we identified new biological processes altered in FGFR3-mutated tumors and showed that inducing apoptosis represents a new potential therapeutic option.


Subject(s)
Non-Muscle Invasive Bladder Neoplasms , Proteogenomics , Urinary Bladder Neoplasms , Humans , Proteomics , Ligands , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , Apoptosis , Tumor Necrosis Factor-alpha , TNF-Related Apoptosis-Inducing Ligand/genetics , TNF-Related Apoptosis-Inducing Ligand/pharmacology , Receptor, Fibroblast Growth Factor, Type 3/genetics
15.
J Pathol ; 227(3): 315-24, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22422578

ABSTRACT

The gene cyclin-dependent kinase inhibitor 2A (CDKN2A) is frequently inactivated by deletion in bladder carcinoma. However, its role in bladder tumourigenesis remains unclear. We investigated the role of CDKN2A deletion in urothelial carcinogenesis, as a function of FGFR3 mutation status, a marker for one of the two pathways of bladder tumour progression, the Ta pathway. We studied 288 bladder carcinomas: 177 non-muscle-invasive (123 Ta, 54 T1) and 111 muscle-invasive (T2-4) tumours. CDKN2A copy number was determined by multiplex ligation-dependent probe amplification, and FGFR3 mutations by SNaPshot analysis. FGFR3 mutation was detected in 124 tumours (43.1%) and CDKN2A homozygous deletion in 56 tumours (19.4%). CDKN2A homozygous deletion was significantly more frequent in FGFR3-mutated tumours than in wild-type FGFR3 tumours (p = 0.0015). This event was associated with muscle-invasive tumours within the FGFR3-mutated subgroup (p < 0.0001) but not in wild-type FGFR3 tumours. Similar findings were obtained for an independent series of 101 bladder carcinomas. The impact of CDKN2A deletions on recurrence-free and progression-free survival was then analysed in 89 patients with non-muscle-invasive FGFR3-mutated tumours. Kaplan-Meier survival analysis showed that CDKN2A losses (hemizygous and homozygous) were associated with progression (p = 0.0002), but not with recurrence, in these tumours. Multivariate Cox regression analysis identified CDKN2A loss as a predictor of progression independent of stage and grade. These findings highlight the crucial role of CDKN2A loss in the progression of non-muscle-invasive FGFR3-mutated bladder carcinomas and provide a potentially useful clinical marker for adapting the treatment of such tumours, which account for about 50% of cases at initial clinical presentation.


Subject(s)
Carcinoma/genetics , Gene Deletion , Genes, p16 , Homozygote , Mutation , Receptor, Fibroblast Growth Factor, Type 3/genetics , Urinary Bladder Neoplasms/genetics , Carcinoma/enzymology , Carcinoma/mortality , Carcinoma/secondary , Chi-Square Distribution , DNA Mutational Analysis , Disease-Free Survival , France , Gene Dosage , Genetic Predisposition to Disease , Humans , Kaplan-Meier Estimate , Multivariate Analysis , Neoplasm Grading , Neoplasm Invasiveness , Neoplasm Recurrence, Local , Neoplasm Staging , Phenotype , Prognosis , Proportional Hazards Models , Prospective Studies , Time Factors , Urinary Bladder Neoplasms/enzymology , Urinary Bladder Neoplasms/mortality , Urinary Bladder Neoplasms/pathology
16.
Nat Commun ; 14(1): 8290, 2023 Dec 14.
Article in English | MEDLINE | ID: mdl-38092727

ABSTRACT

Primary liver cancer arises either from hepatocytic or biliary lineage cells, giving rise to hepatocellular carcinoma (HCC) or intrahepatic cholangiocarcinoma (ICCA). Combined hepatocellular- cholangiocarcinomas (cHCC-CCA) exhibit equivocal or mixed features of both, causing diagnostic uncertainty and difficulty in determining proper management. Here, we perform a comprehensive deep learning-based phenotyping of multiple cohorts of patients. We show that deep learning can reproduce the diagnosis of HCC vs. CCA with a high performance. We analyze a series of 405 cHCC-CCA patients and demonstrate that the model can reclassify the tumors as HCC or ICCA, and that the predictions are consistent with clinical outcomes, genetic alterations and in situ spatial gene expression profiling. This type of approach could improve treatment decisions and ultimately clinical outcome for patients with rare and biphenotypic cancers such as cHCC-CCA.


Subject(s)
Bile Duct Neoplasms , Carcinoma, Hepatocellular , Cholangiocarcinoma , Deep Learning , Liver Neoplasms , Humans , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/diagnosis , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Cholangiocarcinoma/genetics , Cholangiocarcinoma/pathology , Bile Ducts, Intrahepatic , Bile Duct Neoplasms/diagnosis , Bile Duct Neoplasms/genetics , Bile Duct Neoplasms/pathology , Retrospective Studies
17.
Histopathology ; 61(3): 428-35, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22686875

ABSTRACT

AIMS: Renal medullary carcinoma (RMC), a rare and highly aggressive tumour which occurs in patients with sickle-cell disease, shares many clinicopathological features with collecting duct carcinoma (CDC). The molecular mechanisms underlying RMC and CDC are mainly unknown, and there is ongoing debate about their status as distinct entities. Loss of expression of SMARCB1/INI1, a chromatin remodelling regulator and repressor of cyclin D1 transcription, has been reported recently in RMC. The aim of our study was to investigate if such loss of expression is specific for RMC. SMARCB1/INI1 genetic alterations and cyclin D1 expression were also studied. METHODS AND RESULTS: Using immunochemistry, neoplastic cells showed complete loss of SMARCB1/INI1 expression in all six cases of RMC but in only one of 22 cases of CDC. In two RMC cases investigated, comparative genomic hybridization demonstrated complete loss of one SMARCB1/INI1 allele, with no other genomic imbalances, and no mutations were found on the remaining allele. Cyclin D1 was expressed in all RMCs, suggesting that SMARCB1/INI1 inactivation may result in increased cyclin D1 transcription. CONCLUSIONS: The specific SMARCB1/INI1 inactivation observed in RMCs suggests that RMC and CDC are different entities.


Subject(s)
Carcinoma, Medullary/genetics , Carcinoma, Renal Cell/genetics , Chromosomal Proteins, Non-Histone/genetics , DNA-Binding Proteins/genetics , Kidney Neoplasms/genetics , Transcription Factors/genetics , Adult , Aged , Aged, 80 and over , Carcinoma, Ductal/genetics , Carcinoma, Ductal/metabolism , Carcinoma, Medullary/metabolism , Carcinoma, Renal Cell/metabolism , Chromosomal Proteins, Non-Histone/analysis , Chromosomal Proteins, Non-Histone/biosynthesis , Comparative Genomic Hybridization , DNA-Binding Proteins/analysis , DNA-Binding Proteins/biosynthesis , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Kidney Neoplasms/metabolism , Middle Aged , Reverse Transcriptase Polymerase Chain Reaction , SMARCB1 Protein , Transcription Factors/analysis , Transcription Factors/biosynthesis
18.
J Biomol Tech ; 33(1)2022 04 15.
Article in English | MEDLINE | ID: mdl-35836999

ABSTRACT

Introduction/Objective: DNA, RNA, and proteins are unavoidable human biomarkers. Today, blood remains the commonly used source of biomarkers despite numerous limitations. Therefore, other sources of biomarkers such as urine could be more appropriate for research in the field of bladder cancer. The aim of this study was to set up a new automated procedure for urinary DNA, RNA, and protein extraction and to evaluate their quality and quantity. Materials and Methods: This study was conducted in the setting of the COBLAnCE cohort. Urinary DNA and RNA were extracted using the Maxwell 16 system, and urinary proteins were isolated by precipitation from the supernatant and the cell pellet. The concentration and purity of nucleic acids were determined by spectrophotometry. RNA integrity was determined by the Agilent Bioanalyzer. PCR assays were also used to ensure the quality of DNA and RNA samples. The quality of protein samples obtained was determined by Western blot analysis. Results: PCR experiments performed highlighted that it is possible to use the DNA and RNA samples for amplification, gene expression, or genotyping. However, DNA and RNA recovery from urine was highly variable among patients, with a significant impact of the patient's gender. The samples were highly degraded. Finally, our protocol of protein isolation was effective in extracting urinary supernatant proteins as well as pellet proteins. Discussion: Therefore, urine samples could constitute valuable resources for subsequent investigations in bladder cancer. These samples will allow identifying new easy-access biomarkers for the early detection of cancer, monitoring cancer progression, and assessing response to therapy.


Subject(s)
RNA , Urinary Bladder Neoplasms , Biological Specimen Banks , Biomarkers/analysis , DNA/genetics , Humans , Proteins , RNA/genetics , Urinary Bladder Neoplasms/diagnosis , Urinary Bladder Neoplasms/genetics
19.
Sci Rep ; 12(1): 21053, 2022 12 06.
Article in English | MEDLINE | ID: mdl-36473907

ABSTRACT

The 2019 global coronavirus (COVID-19) pandemic has brought the world to a grinding halt, highlighting the urgent need for therapeutic and preventive solutions to slow the spread of emerging viruses. The objective of this study was to assess the anti-SARS-CoV-2 effectiveness of 8 FDA-approved cationic amphiphilic drugs (CADs). SARS-CoV-2-infected Vero cells, Calu-3 cells and primary Human Nasal Epithelial Cells (HNEC) were used to investigate the effects of CADs and revealed their antiviral mode of action. Among the CADs tested, desloratadine, a commonly used antiallergic, well-tolerated with no major side effects, potently reduced the production of SARS-CoV-2 RNA in Vero-E6 cells. Interestingly, desloratadine was also effective against HCoV-229E and HCoV-OC43 showing that it possessed broad-spectrum anti-coronavirus activity. Investigation of its mode of action revealed that it targeted an early step of virus lifecycle and blocked SARS-CoV-2 entry through the endosomal pathway. Finally, the ex vivo kinetic of the antiviral effect of desloratadine was evaluated on primary Human Nasal Epithelial Cells (HNEC), showing a significant delay of viral RNA production with a maximal reduction reached after 72 h of treatment. Thus, this treatment could provide a substantial contribution to prophylaxis and systemic therapy of COVID-19 or other coronaviruses infections and requires further studies.


Subject(s)
COVID-19 , Virus Internalization , Chlorocebus aethiops , Animals , Humans , SARS-CoV-2 , Vero Cells , RNA, Viral , Cell Culture Techniques
20.
J Extracell Vesicles ; 11(10): e12269, 2022 10.
Article in English | MEDLINE | ID: mdl-36271885

ABSTRACT

Small Extracellular Vesicles (sEVs) are 50-200 nm in diameter vesicles delimited by a lipid bilayer, formed within the endosomal network or derived from the plasma membrane. They are secreted in various biological fluids, including airway nasal mucus. The goal of this work was to understand the role of sEVs present in the mucus (mu-sEVs) produced by human nasal epithelial cells (HNECs) in SARS-CoV-2 infection. We show that uninfected HNECs produce mu-sEVs containing SARS-CoV-2 receptor ACE2 and activated protease TMPRSS2. mu-sEVs cleave prefusion viral Spike proteins at the S1/S2 boundary, resulting in higher proportions of prefusion S proteins exposing their receptor binding domain in an 'open' conformation, thereby facilitating receptor binding at the cell surface. We show that the role of nasal mu-sEVs is to complete prefusion Spike priming performed by intracellular furin during viral egress from infected cells. This effect is mediated by vesicular TMPRSS2 activity, rendering SARS-CoV-2 virions prone to entry into target cells using the 'early', TMPRSS2-dependent pathway instead of the 'late', cathepsin-dependent route. These results indicate that prefusion Spike priming by mu-sEVs in the nasal cavity plays a role in viral tropism. They also show that nasal mucus does not protect from SARS-CoV-2 infection, but instead facilitates it.


Subject(s)
COVID-19 , Extracellular Vesicles , Humans , Spike Glycoprotein, Coronavirus/chemistry , Furin , Angiotensin-Converting Enzyme 2 , SARS-CoV-2 , Proviruses/metabolism , Lipid Bilayers , Virus Internalization , Epithelial Cells/metabolism , Extracellular Vesicles/metabolism , Cathepsins
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