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1.
Eur Urol ; 86(4): 301-311, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-38811314

RESUMEN

BACKGROUND AND OBJECTIVE: Circulating tumor DNA (ctDNA) can be used for sensitive detection of minimal residual disease (MRD). However, the probability of detecting ctDNA in settings of low tumor burden is limited by the number of mutations analyzed and the plasma volume available. We used a whole-genome sequencing (WGS) approach for ctDNA detection in patients with urothelial carcinoma. METHODS: We used a tumor-informed WGS approach for ctDNA-based detection of MRD and evaluation of treatment responses. We analyzed 916 longitudinally collected plasma samples from 112 patients with localized muscle-invasive bladder cancer who received neoadjuvant chemotherapy (NAC) before radical cystectomy. Recurrence-free survival (primary endpoint), overall survival, and ctDNA dynamics during NAC were assessed. KEY FINDINGS AND LIMITATIONS: We found that WGS-based ctDNA detection is prognostic for patient outcomes with a median lead time of 131 d over radiographic imaging. WGS-based ctDNA assessment after radical cystectomy identified recurrence with sensitivity of 91% and specificity of 92%. In addition, genomic characterization of post-treatment plasma samples with a high ctDNA level revealed acquisition of platinum therapy-associated mutational signatures and copy number variations not present in the primary tumors. The sequencing depth is a limitation for studying tumor evolution. CONCLUSIONS AND CLINICAL IMPLICATIONS: Our results support the use of WGS for ultrasensitive ctDNA detection and highlight the possibility of plasma-based tracking of tumor evolution. WGS-based ctDNA detection represents a promising option for clinical use owing to the low volume of plasma needed and the ease of performing WGS, eliminating the need for personalized assay design.


Asunto(s)
Carcinoma de Células Transicionales , ADN Tumoral Circulante , Neoplasias de la Vejiga Urinaria , Secuenciación Completa del Genoma , Humanos , ADN Tumoral Circulante/sangre , ADN Tumoral Circulante/genética , Neoplasias de la Vejiga Urinaria/genética , Neoplasias de la Vejiga Urinaria/sangre , Neoplasias de la Vejiga Urinaria/patología , Neoplasias de la Vejiga Urinaria/cirugía , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Carcinoma de Células Transicionales/genética , Carcinoma de Células Transicionales/sangre , Carcinoma de Células Transicionales/cirugía , Masculino , Femenino , Anciano , Análisis Mutacional de ADN , Persona de Mediana Edad , Neoplasia Residual , Mutación
2.
Int J Cancer ; 155(2): 298-313, 2024 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-38602058

RESUMEN

Treatment resistance remains a major issue in aggressive prostate cancer (PC), and novel genomic biomarkers may guide better treatment selection. Circulating tumor DNA (ctDNA) can provide minimally invasive information about tumor genomes, but the genomic landscape of aggressive PC based on whole-genome sequencing (WGS) of ctDNA remains incompletely characterized. Thus, we here performed WGS of tumor tissue (n = 31) or plasma ctDNA (n = 10) from a total of 41 aggressive PC patients, including 11 hormone-naïve, 15 hormone-sensitive, and 15 castration-resistant patients. Across all variant types, we found progressively more altered tumor genomic profiles in later stages of aggressive PC. The potential driver genes most frequently affected by single-nucleotide variants or insertions/deletions included the known PC-related genes TP53, CDK12, and PTEN and the novel genes COL13A1, KCNH3, and SENP3. Etiologically, aggressive PC was associated with age-related and DNA repair-related mutational signatures. Copy number variants most frequently affected 14q11.2 and 8p21.2, where no well-recognized PC-related genes are located, and also frequently affected regions near the known PC-related genes MYC, AR, TP53, PTEN, and BRCA1. Structural variants most frequently involved not only the known PC-related genes TMPRSS2 and ERG but also the less extensively studied gene in this context, PTPRD. Finally, clinically actionable variants were detected throughout all stages of aggressive PC and in both plasma and tissue samples, emphasizing the potential clinical applicability of WGS of minimally invasive plasma samples. Overall, our study highlights the feasibility of using liquid biopsies for comprehensive genomic characterization as an alternative to tissue biopsies in advanced/aggressive PC.


Asunto(s)
Biomarcadores de Tumor , ADN Tumoral Circulante , Neoplasias de la Próstata , Secuenciación Completa del Genoma , Humanos , Masculino , Secuenciación Completa del Genoma/métodos , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/patología , Anciano , Biopsia Líquida/métodos , ADN Tumoral Circulante/genética , ADN Tumoral Circulante/sangre , Persona de Mediana Edad , Biomarcadores de Tumor/genética , Variaciones en el Número de Copia de ADN , Mutación , Anciano de 80 o más Años , Genómica/métodos
3.
Eur Urol ; 85(1): 82-92, 2024 01.
Artículo en Inglés | MEDLINE | ID: mdl-37718188

RESUMEN

BACKGROUND: Field cancerization is characterized by areas of normal tissue affected by mutated clones. Bladder field cancerization may explain the development and recurrence of bladder cancer and may be associated with treatment outcomes. OBJECTIVE: To investigate the predictive and prognostic roles of field cancerization in patients with high-risk non-muscle-invasive bladder cancer (NMIBC) treated with bacillus Calmette-Guérin (BCG). DESIGN, SETTING, AND PARTICIPANTS: We conducted comprehensive genomic and proteomic analyses for 751 bladder biopsies and 234 urine samples from 136 patients with NMIBC. The samples were collected at multiple time points during the disease course. Field cancerization in normal-appearing bladder biopsies was measured using deep-targeted sequencing and error correction models. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Endpoints included the rates of recurrence and progression. Cox regression and Wilcoxon rank-sum and Fisher's exact tests were used. RESULTS AND LIMITATIONS: A high level of field cancerization was associated with high tumor mutational burden (p = 0.007), high tumor neoantigen load (p = 0.029), and high tumor-associated CD8 T-cell exhaustion (p = 0.017). In addition, high field cancerization was associated with worse short-term outcomes (p = 0.029). Nonsynonymous mutations in bladder cancer-associated genes such as KDM6A, ARID1A, and TP53 were identified as early disease drivers already found in normal-appearing bladder biopsies. Urinary tumor DNA (utDNA) levels reflected the bladder tumor burden and originated from tumors and field cancerization. High levels of utDNA after BCG were associated with worse clinical outcomes (p = 0.027) and with disease progression (p = 0.003). High field cancerization resulted in high urinary levels of proteins associated with angiogenesis and proliferation. Limitations include variation in the number of biopsies and time points analyzed. CONCLUSIONS: Field cancerization levels are associated with tumor development, immune responses, and clinical outcomes. utDNA measurements can be used to monitor disease status and treatment response. PATIENT SUMMARY: Molecular changes in the tissue lining the bladder result in tumor recurrence. Urinary measurements may be used to monitor bladder cancer status and treatment responses.


Asunto(s)
Neoplasias Vesicales sin Invasión Muscular , Neoplasias de la Vejiga Urinaria , Humanos , Vacuna BCG/uso terapéutico , Proteómica , Agotamiento de Células T , Supervivencia sin Enfermedad , Progresión de la Enfermedad , Recurrencia Local de Neoplasia/patología , Neoplasias de la Vejiga Urinaria/terapia , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Adyuvantes Inmunológicos/uso terapéutico , Invasividad Neoplásica , Administración Intravesical
4.
Clin Cancer Res ; 29(23): 4797-4807, 2023 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-37782315

RESUMEN

PURPOSE: To investigate whether circulating tumor DNA (ctDNA) assessment in patients with muscle-invasive bladder cancer predicts treatment response and provides early detection of metastatic disease. EXPERIMENTAL DESIGN: We present full follow-up results (median follow-up: 68 months) from a previously described cohort of 68 neoadjuvant chemotherapy (NAC)-treated patients who underwent longitudinal ctDNA testing (712 plasma samples). In addition, we performed ctDNA evaluation of 153 plasma samples collected before and after radical cystectomy (RC) in a separate cohort of 102 NAC-naïve patients (median follow-up: 72 months). Total RNA sequencing of tumors was performed to investigate biological characteristics of ctDNA shedding tumors. RESULTS: Assessment of ctDNA after RC identified metastatic relapse with a sensitivity of 94% and specificity of 98% using the expanded follow-up data for the NAC-treated patients. ctDNA dynamics during NAC was independently associated with patient outcomes when adjusted for pathologic downstaging (HR = 4.7; P = 0.029). For the NAC-naïve patients, ctDNA was a prognostic predictor before (HR = 3.4; P = 0.0005) and after RC (HR = 17.8; P = 0.0002). No statistically significant difference in recurrence-free survival for patients without detectable ctDNA at diagnosis was observed between the cohorts. Baseline ctDNA positivity was associated with the Basal/Squamous (Ba/Sq) subtype and enrichment of epithelial-to-mesenchymal transition and cell cycle-associated gene sets. CONCLUSIONS: ctDNA is prognostic in NAC-treated and NAC-naïve patients with more than 5 years follow-up and outperforms pathologic downstaging in predicting treatment efficacy. Patients without detectable ctDNA at diagnosis may benefit significantly less from NAC, but additional studies are needed.


Asunto(s)
Carcinoma de Células Transicionales , ADN Tumoral Circulante , Neoplasias de la Vejiga Urinaria , Humanos , Carcinoma de Células Transicionales/tratamiento farmacológico , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Neoplasias de la Vejiga Urinaria/genética , ADN Tumoral Circulante/genética , Estudios de Seguimiento , Recurrencia Local de Neoplasia/genética , Terapia Neoadyuvante/métodos
5.
Eur Urol Open Sci ; 51: 78-88, 2023 May.
Artículo en Inglés | MEDLINE | ID: mdl-37187723

RESUMEN

Background: Current bulk transcriptomic classification systems for bladder cancer do not consider the level of intratumor subtype heterogeneity. Objective: To investigate the extent and possible clinical impact of intratumor subtype heterogeneity across early and more advanced stages of bladder cancer. Design setting and participants: We performed single-nucleus RNA sequencing (RNA-seq) of 48 bladder tumors and additional spatial transcriptomics for four of these tumors. Total bulk RNA-seq and spatial proteomics data were available from the same tumors for comparison, along with detailed clinical follow-up of the patients. Outcome measurements and statistical analysis: The primary outcome was progression-free survival for non-muscle-invasive bladder cancer. Cox regression analysis, log-rank tests, Wilcoxon rank-sum tests, Spearman correlation, and Pearson correlation were used for statistical analysis. Results and limitations: We found that the tumors exhibited varying levels of intratumor subtype heterogeneity and that the level of subtype heterogeneity can be estimated from both single-nucleus and bulk RNA-seq data, with high concordance between the two. We found that a higher class 2a weight estimated from bulk RNA-seq data is associated with worse outcome for patients with molecular high-risk class 2a tumors. The sparsity of the data generated using the DroNc-seq sequencing protocol is a limitation. Conclusions: Our results indicate that discrete subtype assignments from bulk RNA-seq data may lack biological granularity and that continuous class scores may improve clinical risk stratification of patients with bladder cancer. Patient summary: We found that several molecular subtypes can exist within a single bladder tumor and that continuous subtype scores can be used to identify a subgroup of patients with poor outcomes. Use of these subtype scores may improve risk stratification for patients with bladder cancer, which can help in making decisions on treatment.

6.
Eur Urol ; 84(1): 127-137, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-37210288

RESUMEN

BACKGROUND: Genomic regions identified by genome-wide association studies (GWAS) for bladder cancer risk provide new insights into etiology. OBJECTIVE: To identify new susceptibility variants for bladder cancer in a meta-analysis of new and existing genome-wide genotype data. DESIGN, SETTING, AND PARTICIPANTS: Data from 32 studies that includes 13,790 bladder cancer cases and 343,502 controls of European ancestry were used for meta-analysis. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSES: Log-additive associations of genetic variants were assessed using logistic regression models. A fixed-effects model was used for meta-analysis of the results. Stratified analyses were conducted to evaluate effect modification by sex and smoking status. A polygenic risk score (PRS) was generated on the basis of known and novel susceptibility variants and tested for interaction with smoking. RESULTS AND LIMITATIONS: Multiple novel bladder cancer susceptibility loci (6p.22.3, 7q36.3, 8q21.13, 9p21.3, 10q22.1, 19q13.33) as well as improved signals in three known regions (4p16.3, 5p15.33, 11p15.5) were identified, bringing the number of independent markers at genome-wide significance (p < 5 × 10-8) to 24. The 4p16.3 (FGFR3/TACC3) locus was associated with a stronger risk for women than for men (p-interaction = 0.002). Bladder cancer risk was increased by interactions between smoking status and genetic variants at 8p22 (NAT2; multiplicative p value for interaction [pM-I] = 0.004), 8q21.13 (PAG1; pM-I = 0.01), and 9p21.3 (LOC107987026/MTAP/CDKN2A; pM-I = 0.02). The PRS based on the 24 independent GWAS markers (odds ratio per standard deviation increase 1.49, 95% confidence interval 1.44-1.53), which also showed comparable results in two prospective cohorts (UK Biobank, PLCO trial), revealed an approximately fourfold difference in the lifetime risk of bladder cancer according to the PRS (e.g., 1st vs 10th decile) for both smokers and nonsmokers. CONCLUSIONS: We report novel loci associated with risk of bladder cancer that provide clues to its biological underpinnings. Using 24 independent markers, we constructed a PRS to stratify lifetime risk. The PRS combined with smoking history, and other established risk factors, has the potential to inform future screening efforts for bladder cancer. PATIENT SUMMARY: We identified new genetic markers that provide biological insights into the genetic causes of bladder cancer. These genetic risk factors combined with lifestyle risk factors, such as smoking, may inform future preventive and screening strategies for bladder cancer.


Asunto(s)
Arilamina N-Acetiltransferasa , Neoplasias de la Vejiga Urinaria , Masculino , Humanos , Femenino , Estudio de Asociación del Genoma Completo , Estudios Prospectivos , Factores de Riesgo , Genotipo , Neoplasias de la Vejiga Urinaria/genética , Predisposición Genética a la Enfermedad , Polimorfismo de Nucleótido Simple , Proteínas Asociadas a Microtúbulos , Proteínas de la Membrana , Proteínas Adaptadoras Transductoras de Señales
7.
Nucleus ; 14(1): 2186686, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-36878883

RESUMEN

This paper provides a laboratory workflow for single-nucleus RNA-sequencing (snRNA-seq) including a protocol for gentle nuclei isolation from fresh frozen tumor biopsies, making it possible to analyze biobanked material. To develop this protocol, we used non-frozen and frozen human bladder tumors and cell lines. We tested different lysis buffers (IgePal and Nuclei EZ) and incubation times in combination with different approaches for tissue and cell dissection: sectioning, semi-automated dissociation, manual dissociation with pestles, and semi-automated dissociation combined with manual dissociation with pestles. Our results showed that a combination of IgePal lysis buffer, tissue dissection by sectioning, and short incubation time was the best conditions for gentle nuclei isolation applicable for snRNA-seq, and we found limited confounding transcriptomic changes based on the isolation procedure. This protocol makes it possible to analyze biobanked material from patients with well-described clinical and histopathological information and known clinical outcomes with snRNA-seq.


Asunto(s)
Neoplasias de la Vejiga Urinaria , Humanos , Neoplasias de la Vejiga Urinaria/genética , Secuencia de Bases , Biopsia , Línea Celular , ARN Nuclear Pequeño
8.
Clin Cancer Res ; 29(8): 1582-1591, 2023 04 14.
Artículo en Inglés | MEDLINE | ID: mdl-36780195

RESUMEN

PURPOSE: To investigate the use of plasma and urine DNA mutation analysis for predicting neoadjuvant chemotherapy (NAC) response and oncological outcome in patients with muscle-invasive bladder cancer. EXPERIMENTAL DESIGN: Whole-exome sequencing of tumor and germline DNA was performed for 92 patients treated with NAC followed by radical cystectomy (RC). A custom NGS-panel capturing approximately 50 mutations per patient was designed and used to track mutated tumor DNA in plasma and urine. A total of 447 plasma samples, 281 urine supernatants, and 123 urine pellets collected before, during, and after treatment were analyzed. Patients were enrolled from 2013 to 2019, with a median follow-up time of 41.3 months after RC. RESULTS: We identified tumor DNA before NAC in 89% of urine supernatants, 85% of urine pellets, and 43% of plasma samples. Tumor DNA levels were higher in urine supernatants and urine pellets compared with plasma samples (P < 0.001). In plasma, detection of circulating tumor DNA (ctDNA) before NAC was associated with a lower NAC response rate (P < 0.001). Detection of tumor DNA after NAC was associated with lower response rates in plasma, urine supernatant, and urine pellet (P < 0.001, P = 0.03, P = 0.002). Tumor DNA dynamics during NAC was predictive of NAC response and outcome in urine supernatant and plasma (P = 0.006 and P = 0.002). A combined measure from plasma and urine supernatant tumor DNA dynamics stratified patients by outcome (P = 0.003). CONCLUSIONS: Analysis of tumor DNA in plasma and urine samples both separately and combined has a potential to predict treatment response and outcome.


Asunto(s)
Terapia Neoadyuvante , Neoplasias de la Vejiga Urinaria , Humanos , Terapia Neoadyuvante/efectos adversos , Análisis Mutacional de ADN , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Neoplasias de la Vejiga Urinaria/genética , Neoplasias de la Vejiga Urinaria/patología , Cistectomía , Músculos/patología , Quimioterapia Adyuvante , Invasividad Neoplásica/patología , Estudios Retrospectivos
9.
Eur Urol ; 82(6): 646-656, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36210217

RESUMEN

BACKGROUND: The functional status of immune cells in the tumor microenvironment and tumor characteristics may explain bacillus Calmette-Guérin (BCG) failure in high-risk non-muscle-invasive bladder cancer (NMIBC). OBJECTIVE: To characterize molecular correlates of post-BCG high-grade (HG) recurrence using multiomics analysis. DESIGN, SETTING, AND PARTICIPANTS: Patients with BCG-treated NMIBC (n = 156) were included in the study. Metachronous tumors were analyzed using RNA sequencing (n = 170) and whole-exome sequencing (n = 195). Urine samples were analyzed for immuno-oncology-related proteins (n = 190) and tumor-derived DNA (tdDNA; n = 187). OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The primary endpoint was post-BCG HG recurrence. Cox regression and Wilcoxon rank-sum, t, and Fisher's exact tests were used for analyses. RESULTS AND LIMITATIONS: BCG induced activation of the immune system regardless of clinical response; however, immunoinhibitory proteins were observed in the urine of patients with post-BCG HG recurrence (CD70, PD1, CD5). Post-BCG HG recurrence was associated with post-BCG T-cell exhaustion (p = 0.002). Pre-BCG tumors from patients with post-BCG T-cell exhaustion had high expression of genes related to cell division and immune function. A high predicted post-BCG exhaustion score for pre-BCG tumors was associated with worse post-BCG HG recurrence-free survival (HGRFS; p = 0.002). This was validated in independent cohorts. Pre-BCG class 2a and 2b tumors (UROMOL2021 scheme) were associated with worse post-BCG HGRFS (p = 0.015). Post-BCG exhaustion was observed in patients with high pre-BCG neoantigen load (p = 0.017) and MUC4 mutations (p = 0.002). Finally, the absence of post-BCG tdDNA clearance identified patients at high risk of recurrence (p = 0.018). The retrospective design and partial overlap for analyses are study limitations. CONCLUSIONS: Post-BCG HG recurrence may be caused by T-cell exhaustion. Tumor subtype and pre-BCG tumor characteristics may identify patients at high risk of post-BCG HG recurrence. Urinary measurements have potential for real-time assessment of treatment response. PATIENT SUMMARY: A dysfunctional immune response to bacillus Calmette-Guérin (BCG) therapy may explain high-grade recurrences of bladder cancer.


Asunto(s)
Vacuna BCG , Neoplasias de la Vejiga Urinaria , Humanos , Adyuvantes Inmunológicos/uso terapéutico , Administración Intravesical , Vacuna BCG/efectos adversos , ADN de Neoplasias , Invasividad Neoplásica , Recurrencia Local de Neoplasia , Estudios Retrospectivos , Linfocitos T , Microambiente Tumoral , Neoplasias de la Vejiga Urinaria/terapia , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico
11.
Eur Urol Oncol ; 5(2): 203-213, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35227680

RESUMEN

BACKGROUND: An improved risk assessment of patients with bladder cancer (BC) is important to optimize clinical management. OBJECTIVE: To identify whether immune cell subpopulations and cancer cell-intrinsic features are associated with outcome and response to first-line chemotherapy in BC. DESIGN, SETTING, AND PARTICIPANTS: Primary tumor tissue from 785 patients with BC (stage Ta-T4b) were stained using multiplex immunofluorescence (CD3, CD8, FOXP3, CD20, CD68, CD163, and MHC-I) and immunohistochemistry (pancytokeratin, CK5/6, GATA3, programmed death 1 [PD-1], and programmed death ligand 1 [PD-L1]). A digital image analysis quantified staining results within the carcinoma cell and stromal part of the tumor. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Primary endpoints were progression-free survival, recurrence-free survival, and response to first-line chemotherapy. Optimal cutoff values for investigated markers were estimated using maximally selected rank statistics and receiver operating characteristic for each primary endpoint. Time-to-event analyses were performed using Cox regression analyses. RESULTS AND LIMITATIONS: Several immune subpopulations were independently associated with clinical outcomes. Especially, high PD-1 and PD-L1 expression was independently associated with an increased risk of recurrence and progression in non-muscle-invasive tumors, but with a lower risk of recurrence in muscle-invasive tumors. Furthermore, we observed a lower likelihood of response to first-line chemotherapy in patients with basal differentiation features. Finally, a model combining clinical risk factors with our most evident prognosticator improved prediction accuracy compared with clinical risk factors alone for progression in non-muscle-invasive BC and recurrence in muscle-invasive BC. The use of tissue microarrays and a long inclusion period are limitations to this study. CONCLUSIONS: Immune cell subpopulations and cancer cell-intrinsic features are associated with different clinical outcomes in BC. PATIENT SUMMARY: Immune cells play an important role in cancer development and treatment outcomes. Infiltration with specific immune cells and the presence of markers associated with immune evasion in the tumor predict clinical outcomes in bladder cancer.


Asunto(s)
Neoplasias de la Vejiga Urinaria , Antígeno B7-H1/metabolismo , Humanos , Receptor de Muerte Celular Programada 1 , Supervivencia sin Progresión , Neoplasias de la Vejiga Urinaria/diagnóstico , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico
12.
Eur Urol Oncol ; 5(1): 70-83, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-34353775

RESUMEN

BACKGROUND: Non-muscle-invasive bladder cancer (NMIBC) is characterized by frequent recurrences and a risk of progression in stage and grade. Increased knowledge of underlying biological mechanisms is needed. OBJECTIVE: To identify single nucleotide polymorphisms (SNPs) associated with recurrence-free (RFS) and progression-free (PFS) survival in NMIBC. DESIGN, SETTING, AND PARTICIPANTS: We analyzed outcome data from 3400 newly diagnosed NMIBC patients from the Netherlands, the UK, Canada, and Spain. We generated genome-wide germline SNP data using Illumina OmniExpress and Infinium Global Screening Array in combination with genotype imputation. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Cohort-specific genome-wide association studies (GWASs) for RFS and PFS were performed using a Cox proportional hazard model. Results were combined in a fixed-effect inverse-variance weighted meta-analysis. Candidate genes for the identified SNP associations were prioritized using functional annotation, gene-based analysis, expression quantitative trait locus analysis, and transcription factor binding site databases. Tumor expression levels of prioritized genes were tested for association with RFS and PFS in an independent NMIBC cohort. RESULTS AND LIMITATIONS: This meta-analysis revealed a genome-wide significant locus for RFS on chromosome 14 (lead SNP rs12885353, hazard ratio [HR] C vs T allele 1.55, 95% confidence interval [CI] 1.33-1.82, p = 4.0 × 10-8), containing genes G2E3 and SCFD1. Higher expression of SCFD1 was associated with increased RFS (HR 0.70, 95% CI 0.59-0.84, pFDR = 0.003). Twelve other loci were suggestively associated with RFS (p < 10-5), pointing toward 18 additional candidate genes. For PFS, ten loci showed suggestive evidence of association, indicating 36 candidate genes. Expression levels of ten of these genes were statistically significantly associated with PFS, of which four (IFT140, UBE2I, FAHD1, and NME3) showed directional consistency with our meta-analysis results and published literature. CONCLUSIONS: In this first prognostic GWAS in NMIBC, we identified several novel candidate loci and five genes that showed convincing associations with recurrence or progression. PATIENT SUMMARY: In this study, we searched for inherited DNA changes that affect the outcome of non-muscle-invasive bladder cancer (NMIBC). We identified several genes that are associated with disease recurrence and progression. The roles and mechanisms of these genes in NMIBC prognosis should be investigated in future studies.


Asunto(s)
Neoplasias de la Vejiga Urinaria , Femenino , Estudio de Asociación del Genoma Completo , Humanos , Hidrolasas , Masculino , Recurrencia Local de Neoplasia/patología , Pronóstico , Estudios Retrospectivos , Neoplasias de la Vejiga Urinaria/patología
13.
Eur Urol Open Sci ; 34: 59-67, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34934968

RESUMEN

BACKGROUND: Currently, no biomarkers of response to mitomycin C have been identified in non-muscle-invasive bladder cancer patients. Predictive biomarkers could improve the treatment outcome and eliminate adverse events from unnecessary treatment. OBJECTIVE: To identify and validate predictive biomarkers of chemoresection with mitomycin C. DESIGN SETTING AND PARTICIPANTS: The intervention group of a randomised controlled trial was identified for analyses. The study was conducted between January 2018 and June 2019 in two major urological departments in Denmark. Patients had a history of Ta low-grade/high-grade disease and were included upon recurrence. The intervention group (58 patients) received chemoresection with mitomycin C. Tumour and reference germline DNA from prior tumours were analysed by whole exome sequencing. Predictive biomarkers were validated in the context of Ta low-grade tumours from the UROMOL study. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Response to chemotherapy (intervention group from the randomised controlled trial) and recurrence-free survival (UROMOL cohort) were measured. Groups were compared using Fisher's exact test and Wilcoxon rank sum test. RESULTS AND LIMITATIONS: Chemoresponse was associated with the mutation status of SPTAN1, APC, and FGFR3, and the level of APOBEC signature contribution (p = 0.035, p = 0.034, p = 0.055, and p = 0.035, respectively). The main limitations include no biopsy for biomarker discovery immediately prior to chemoresection and the unmatched validation cohort. CONCLUSIONS: Mutation status of APC, SPTAN1, and FGFR3 and the level of mutational contribution from APOBEC-related signatures were identified as potential predictive biomarkers for chemoresection with mitomycin C in non-muscle-invasive bladder cancer patients. A prospective validation study is however needed. PATIENT SUMMARY: We investigated DNA from noninvasive bladder tumours in order to predict treatment response to chemotherapy. Four biomarkers showed promising results, which should be tested in future studies.

15.
Nat Commun ; 12(1): 2301, 2021 04 16.
Artículo en Inglés | MEDLINE | ID: mdl-33863885

RESUMEN

The molecular landscape in non-muscle-invasive bladder cancer (NMIBC) is characterized by large biological heterogeneity with variable clinical outcomes. Here, we perform an integrative multi-omics analysis of patients diagnosed with NMIBC (n = 834). Transcriptomic analysis identifies four classes (1, 2a, 2b and 3) reflecting tumor biology and disease aggressiveness. Both transcriptome-based subtyping and the level of chromosomal instability provide independent prognostic value beyond established prognostic clinicopathological parameters. High chromosomal instability, p53-pathway disruption and APOBEC-related mutations are significantly associated with transcriptomic class 2a and poor outcome. RNA-derived immune cell infiltration is associated with chromosomally unstable tumors and enriched in class 2b. Spatial proteomics analysis confirms the higher infiltration of class 2b tumors and demonstrates an association between higher immune cell infiltration and lower recurrence rates. Finally, the independent prognostic value of the transcriptomic classes is documented in 1228 validation samples using a single sample classification tool. The classifier provides a framework for biomarker discovery and for optimizing treatment and surveillance in next-generation clinical trials.


Asunto(s)
Biomarcadores de Tumor/genética , Carcinoma de Células Transicionales/genética , Recurrencia Local de Neoplasia/epidemiología , Neoplasias de la Vejiga Urinaria/genética , Anciano , Vacuna BCG/administración & dosificación , Carcinoma de Células Transicionales/inmunología , Carcinoma de Células Transicionales/mortalidad , Carcinoma de Células Transicionales/terapia , Inestabilidad Cromosómica , Cistectomía/métodos , Dinamarca/epidemiología , Femenino , Estudios de Seguimiento , Regulación Neoplásica de la Expresión Génica , Genómica , Humanos , Estimación de Kaplan-Meier , Masculino , Mutación , Recurrencia Local de Neoplasia/genética , Pronóstico , Supervivencia sin Progresión , RNA-Seq , Vejiga Urinaria/inmunología , Vejiga Urinaria/patología , Vejiga Urinaria/cirugía , Neoplasias de la Vejiga Urinaria/inmunología , Neoplasias de la Vejiga Urinaria/mortalidad , Neoplasias de la Vejiga Urinaria/terapia
16.
Commun Biol ; 4(1): 386, 2021 03 22.
Artículo en Inglés | MEDLINE | ID: mdl-33753867

RESUMEN

APOBEC3A (A3A) and APOBEC3B (A3B) enzymes drive APOBEC-mediated mutagenesis. Identification of factors affecting the activity of these enzymes could help modulate mutagenesis and associated clinical outcomes. Here, we show that canonical and alternatively spliced A3A and A3B isoforms produce corresponding mutagenic and non-mutagenic enzymes. Increased expression of the mutagenic A3B isoform predicted shorter progression-free survival in bladder cancer. We demonstrate that the production of mutagenic vs. non-mutagenic A3B protein isoforms was considerably affected by inclusion/skipping of exon 5 in A3B. Furthermore, exon 5 skipping, resulting in lower levels of mutagenic A3B enzyme, could be increased in vitro. Specifically, we showed the effects of treatment with an SF3B1 inhibitor affecting spliceosome interaction with a branch point site in intron 4, or with splice-switching oligonucleotides targeting exon 5 of A3B. Our results underscore the clinical role of A3B and implicate alternative splicing of A3B as a mechanism that could be targeted to restrict APOBEC-mediated mutagenesis.


Asunto(s)
Empalme Alternativo , Biomarcadores de Tumor/genética , Citidina Desaminasa/genética , Antígenos de Histocompatibilidad Menor/genética , Mutagénesis , Proteínas/genética , Neoplasias de la Vejiga Urinaria/genética , Biomarcadores de Tumor/metabolismo , Citidina Desaminasa/metabolismo , Compuestos Epoxi/farmacología , Exones , Regulación Neoplásica de la Expresión Génica , Células HEK293 , Células HeLa , Células Hep G2 , Humanos , Isoenzimas , Macrólidos/farmacología , Antígenos de Histocompatibilidad Menor/metabolismo , Fosfoproteínas/antagonistas & inhibidores , Fosfoproteínas/metabolismo , Supervivencia sin Progresión , Proteínas/metabolismo , Factores de Empalme de ARN/antagonistas & inhibidores , Factores de Empalme de ARN/metabolismo , Neoplasias de la Vejiga Urinaria/enzimología , Neoplasias de la Vejiga Urinaria/mortalidad , Neoplasias de la Vejiga Urinaria/terapia
17.
Nat Commun ; 11(1): 4858, 2020 09 25.
Artículo en Inglés | MEDLINE | ID: mdl-32978382

RESUMEN

Overtreatment with cisplatin-based chemotherapy is a major issue in the management of muscle-invasive bladder cancer (MIBC), and currently none of the reported biomarkers for predicting response have been implemented in the clinic. Here we perform a comprehensive multi-omics analysis (genomics, transcriptomics, epigenomics and proteomics) of 300 MIBC patients treated with chemotherapy (neoadjuvant or first-line) to identify molecular changes associated with treatment response. DNA-based associations with response converge on genomic instability driven by a high number of chromosomal alterations, indels, signature 5 mutations and/or BRCA2 mutations. Expression data identifies the basal/squamous gene expression subtype to be associated with poor response. Immune cell infiltration and high PD-1 protein expression are associated with treatment response. Through integration of genomic and transcriptomic data, we demonstrate patient stratification to groups of low and high likelihood of cisplatin-based response. This could pave the way for future patient selection following validation in prospective clinical trials.


Asunto(s)
Cisplatino/farmacología , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Neoplasias de la Vejiga Urinaria/tratamiento farmacológico , Neoplasias de la Vejiga Urinaria/genética , Neoplasias de la Vejiga Urinaria/metabolismo , Proteína BRCA2/genética , Proteína BRCA2/metabolismo , Biomarcadores de Tumor , Quimioterapia Adyuvante , Cisplatino/uso terapéutico , Metilación de ADN , Quimioterapia , Inestabilidad Genómica , Humanos , Mutación , Terapia Neoadyuvante , Receptor de Muerte Celular Programada 1/genética , Receptor de Muerte Celular Programada 1/metabolismo , Transcriptoma , Neoplasias de la Vejiga Urinaria/patología
18.
Nature ; 587(7832): 126-132, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32879494

RESUMEN

Chromosomal instability in cancer consists of dynamic changes to the number and structure of chromosomes1,2. The resulting diversity in somatic copy number alterations (SCNAs) may provide the variation necessary for tumour evolution1,3,4. Here we use multi-sample phasing and SCNA analysis of 1,421 samples from 394 tumours across 22 tumour types to show that continuous chromosomal instability results in pervasive SCNA heterogeneity. Parallel evolutionary events, which cause disruption in the same genes (such as BCL9, MCL1, ARNT (also known as HIF1B), TERT and MYC) within separate subclones, were present in 37% of tumours. Most recurrent losses probably occurred before whole-genome doubling, that was found as a clonal event in 49% of tumours. However, loss of heterozygosity at the human leukocyte antigen (HLA) locus and loss of chromosome 8p to a single haploid copy recurred at substantial subclonal frequencies, even in tumours with whole-genome doubling, indicating ongoing karyotype remodelling. Focal amplifications that affected chromosomes 1q21 (which encompasses BCL9, MCL1 and ARNT), 5p15.33 (TERT), 11q13.3 (CCND1), 19q12 (CCNE1) and 8q24.1 (MYC) were frequently subclonal yet appeared to be clonal within single samples. Analysis of an independent series of 1,024 metastatic samples revealed that 13 focal SCNAs were enriched in metastatic samples, including gains in chromosome 8q24.1 (encompassing MYC) in clear cell renal cell carcinoma and chromosome 11q13.3 (encompassing CCND1) in HER2+ breast cancer. Chromosomal instability may enable the continuous selection of SCNAs, which are established as ordered events that often occur in parallel, throughout tumour evolution.


Asunto(s)
Inestabilidad Cromosómica/genética , Evolución Molecular , Cariotipo , Metástasis de la Neoplasia/genética , Neoplasias/genética , Cromosomas Humanos Par 11/genética , Cromosomas Humanos Par 8/genética , Células Clonales/metabolismo , Células Clonales/patología , Ciclina E/genética , Variaciones en el Número de Copia de ADN/genética , Femenino , Humanos , Pérdida de Heterocigocidad/genética , Masculino , Mutagénesis , Metástasis de la Neoplasia/patología , Neoplasias/patología , Proteínas Oncogénicas/genética
19.
Cell Rep ; 31(5): 107550, 2020 05 05.
Artículo en Inglés | MEDLINE | ID: mdl-32375028

RESUMEN

Although thousands of solid tumors have been sequenced to date, a fundamental under-sampling bias is inherent in current methodologies. This is caused by a tissue sample input of fixed dimensions (e.g., 6 mm biopsy), which becomes grossly under-powered as tumor volume scales. Here, we demonstrate representative sequencing (Rep-Seq) as a new method to achieve unbiased tumor tissue sampling. Rep-Seq uses fixed residual tumor material, which is homogenized and subjected to next-generation sequencing. Analysis of intratumor tumor mutation burden (TMB) variability shows a high level of misclassification using current single-biopsy methods, with 20% of lung and 52% of bladder tumors having at least one biopsy with high TMB but low clonal TMB overall. Misclassification rates by contrast are reduced to 2% (lung) and 4% (bladder) when a more representative sampling methodology is used. Rep-Seq offers an improved sampling protocol for tumor profiling, with significant potential for improved clinical utility and more accurate deconvolution of clonal structure.


Asunto(s)
Biomarcadores de Tumor/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Neoplasias Pulmonares/genética , Carga Tumoral/genética , Neoplasias de la Vejiga Urinaria/genética , Biopsia/métodos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Humanos , Neoplasias Pulmonares/patología , Mutación/genética , Neoplasias de la Vejiga Urinaria/patología
20.
Eur Psychiatry ; 63(1): e41, 2020 04 30.
Artículo en Inglés | MEDLINE | ID: mdl-32349835

RESUMEN

BACKGROUND: Functional capacity (FC) has been identified as a key outcome to improve real-world functioning in schizophrenia. FC is influenced by cognitive impairments, negative symptoms, self-stigma and reduced physical activity (PA). Psychosocial interventions targeting FC are still under-developed. METHODS: we conducted a quasi-experimental study evaluating the effects of an exercise-enriched integrated social cognitive remediation (SCR) intervention (RemedRugby [RR]) compared with an active control group practicing Touch Rugby (TR). To our knowledge, this is the first trial to date evaluating the effectiveness of such a program provided in a real-life environment. RESULTS: Eighty-seven people with schizophrenia were included and allocated to either the RR group (n = 57) or the TR group (n = 30) according to the routine clinical practice of the recruiting center. Outcomes were evaluated at baseline and post-treatment in both groups and after 6 months of follow-up in the RR group using standardized scales for symptom severity, social functioning, self-stigma, and a large cognitive battery. After treatment we observed moderate to large improvements in social function (Personal and Social Performance Scale [PSP], p < 0.001, d = 1.255), symptom severity (Positive and Negative Syndrome Scale [PANSS] negative, p < 0.001, d = 0.827; PANSS GP, p < 0.001, d = 0.991; PANSS positive, p = 0.009, d = 0.594), verbal abstraction (p = 0.008, d = 0.554), aggression bias (p = 0.008, d = 0.627), and self-stigma (stereotype endorsement, p = 0.019, d = 0.495; discrimination experiences, p = 0.047; d = 0.389) that were specific to the RR group and were not observed in participants playing only TR. Effects were persistent over time and even larger between post-treatment and follow-up. CONCLUSIONS: Exercise-enriched integrated SCR appears promising to improve real-life functioning in schizophrenia. Future research should investigate the potential effects of this intervention on neuroplasticity and physical fitness.


Asunto(s)
Remediación Cognitiva/métodos , Terapia por Ejercicio , Esquizofrenia/fisiopatología , Esquizofrenia/rehabilitación , Conducta Social , Habilidades Sociales , Adulto , Terapia Combinada , Femenino , Estudios de Seguimiento , Humanos , Masculino
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