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1.
Eur Urol ; 2024 May 28.
Article in English | MEDLINE | ID: mdl-38811314

ABSTRACT

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. PATIENT SUMMARY: Detection of tumor DNA in blood samples from patients with cancer of the urinary tract is associated with poorer outcomes. Disease recurrence after surgery can be identified by the presence of tumor DNA in blood before it can be detected on radiography scans.

2.
Eur Urol ; 85(1): 82-92, 2024 01.
Article in English | MEDLINE | ID: mdl-37718188

ABSTRACT

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.


Subject(s)
Non-Muscle Invasive Bladder Neoplasms , Urinary Bladder Neoplasms , Humans , BCG Vaccine/therapeutic use , Proteomics , T-Cell Exhaustion , Disease-Free Survival , Disease Progression , Neoplasm Recurrence, Local/pathology , Urinary Bladder Neoplasms/therapy , Urinary Bladder Neoplasms/drug therapy , Adjuvants, Immunologic/therapeutic use , Neoplasm Invasiveness , Administration, Intravesical
3.
Clin Cancer Res ; 29(23): 4797-4807, 2023 12 01.
Article in English | MEDLINE | ID: mdl-37782315

ABSTRACT

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.


Subject(s)
Carcinoma, Transitional Cell , Circulating Tumor DNA , Urinary Bladder Neoplasms , Humans , Carcinoma, Transitional Cell/drug therapy , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/genetics , Circulating Tumor DNA/genetics , Follow-Up Studies , Neoplasm Recurrence, Local/genetics , Neoadjuvant Therapy/methods
4.
Methods Mol Biol ; 2684: 179-197, 2023.
Article in English | MEDLINE | ID: mdl-37410235

ABSTRACT

Accurate circulating tumor DNA (ctDNA) detection has an immense biomarker potential in all phases of the cancer disease course. Presence of ctDNA in the blood has been shown to have prognostic value in various cancer types as it may reflect the actual tumor burden. There are two main methods to consider, a tumor-informed and a tumor-agnostic analysis of ctDNA. Both techniques exploit the short half-life of circulating cell-free DNA (cfDNA)/ctDNA for disease monitoring and ultimately future clinical treatment intervention. Urothelial carcinoma is characterized by a high mutation spectrum but very few hotspot mutations. This limits tumor agnostic usability of hotspot mutation or fixed sets of genes for ctDNA detection. Here we focus on a tumor-informed analysis for ultrasensitive patient- and tumor-specific ctDNA detection using personalized mutation panels, probes that bind to specific genomic sequences to enrich for the region of interest. In this chapter, we describe methods for purification of high-quality cfDNA and guidelines for designing tumor-informed customized capture panels for sensitive detection of ctDNA. Furthermore, a detailed protocol for library preparation and panel capture utilizing a double enrichment strategy with low amplification is described.


Subject(s)
Carcinoma, Transitional Cell , Cell-Free Nucleic Acids , Circulating Tumor DNA , Urinary Bladder Neoplasms , Humans , Circulating Tumor DNA/genetics , Mutation , Biomarkers, Tumor/genetics
5.
Clin Cancer Res ; 29(8): 1582-1591, 2023 04 14.
Article in English | MEDLINE | ID: mdl-36780195

ABSTRACT

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.


Subject(s)
Neoadjuvant Therapy , Urinary Bladder Neoplasms , Humans , Neoadjuvant Therapy/adverse effects , DNA Mutational Analysis , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , Cystectomy , Muscles/pathology , Chemotherapy, Adjuvant , Neoplasm Invasiveness/pathology , Retrospective Studies
6.
Eur Urol ; 82(6): 646-656, 2022 12.
Article in English | MEDLINE | ID: mdl-36210217

ABSTRACT

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.


Subject(s)
BCG Vaccine , Urinary Bladder Neoplasms , Humans , Adjuvants, Immunologic/therapeutic use , Administration, Intravesical , BCG Vaccine/adverse effects , DNA, Neoplasm , Neoplasm Invasiveness , Neoplasm Recurrence, Local , Retrospective Studies , T-Lymphocytes , Tumor Microenvironment , Urinary Bladder Neoplasms/therapy , Urinary Bladder Neoplasms/drug therapy
7.
NAR Cancer ; 4(3): zcac025, 2022 Sep.
Article in English | MEDLINE | ID: mdl-36004048

ABSTRACT

The molecular composition of blood is a signature of human health, reflected in the thousands of blood biomarkers known for human diseases. However, establishing robust disease markers is challenging due to the diversity of individual samples. New sequencing methods have simplified biomarker discovery for circulating DNA and RNA while protein profiling is still laborious and costly. To harness the power of high-throughput sequencing to profile the protein content of a biological sample, we developed a method termed APTASHAPE that uses oligonucleotide aptamers to recognize proteins in complex biofluids. We selected a large pool of 2'Fluoro protected RNA sequences to recognize proteins in human plasma and identified a set of 33 cancer-specific aptamers. Differential enrichment of these aptamers after selection against 1 µl of plasma from individual patients allowed us to differentiate between healthy controls and bladder cancer-diagnosed patients (91% accuracy) and between early non-invasive tumors and late stage tumors (83% accuracy). Affinity purification and mass spectrometry of proteins bound to the predictive aptamers showed the main target proteins to be C4b-binding protein, Complement C3, Fibrinogen, Complement factor H and IgG. The APTASHAPE method thus provides a general, automated and highly sensitive platform for discovering potential new disease biomarkers.

9.
Eur Urol Open Sci ; 34: 59-67, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34934968

ABSTRACT

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.

10.
Nat Commun ; 12(1): 2301, 2021 04 16.
Article in English | MEDLINE | ID: mdl-33863885

ABSTRACT

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.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Transitional Cell/genetics , Neoplasm Recurrence, Local/epidemiology , Urinary Bladder Neoplasms/genetics , Aged , BCG Vaccine/administration & dosage , Carcinoma, Transitional Cell/immunology , Carcinoma, Transitional Cell/mortality , Carcinoma, Transitional Cell/therapy , Chromosomal Instability , Cystectomy/methods , Denmark/epidemiology , Female , Follow-Up Studies , Gene Expression Regulation, Neoplastic , Genomics , Humans , Kaplan-Meier Estimate , Male , Mutation , Neoplasm Recurrence, Local/genetics , Prognosis , Progression-Free Survival , RNA-Seq , Urinary Bladder/immunology , Urinary Bladder/pathology , Urinary Bladder/surgery , Urinary Bladder Neoplasms/immunology , Urinary Bladder Neoplasms/mortality , Urinary Bladder Neoplasms/therapy
11.
Nat Commun ; 11(1): 4858, 2020 09 25.
Article in English | MEDLINE | ID: mdl-32978382

ABSTRACT

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.


Subject(s)
Cisplatin/pharmacology , Gene Expression Regulation, Neoplastic/drug effects , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/metabolism , BRCA2 Protein/genetics , BRCA2 Protein/metabolism , Biomarkers, Tumor , Chemotherapy, Adjuvant , Cisplatin/therapeutic use , DNA Methylation , Drug Therapy , Genomic Instability , Humans , Mutation , Neoadjuvant Therapy , Programmed Cell Death 1 Receptor/genetics , Programmed Cell Death 1 Receptor/metabolism , Transcriptome , Urinary Bladder Neoplasms/pathology
12.
Mol Oncol ; 14(8): 1670-1679, 2020 08.
Article in English | MEDLINE | ID: mdl-32471011

ABSTRACT

Detection of circulating tumor DNA (ctDNA) post-treatment is an emerging marker of residual disease. ctDNA constitutes only a minor fraction of the cell-free DNA (cfDNA) circulating in cancer patients, complicating ctDNA detection. This is exacerbated by trauma-induced cfDNA. To guide optimal blood sample timing, we investigated the duration and magnitude of surgical trauma-induced cfDNA in patients with colorectal or bladder cancer. DNA levels were quantified in paired plasma samples collected before and up to 6 weeks after surgery from 436 patients with colorectal cancer and 47 patients with muscle-invasive bladder cancer. To assess whether trauma-induced cfDNA fragments are longer than ordinary cfDNA fragments, the concentration of short (< 1 kb) and long (> 1 kb) fragments was determined for 91 patients. Previously reported ctDNA data from 91 patients with colorectal cancer and 47 patients with bladder cancer were used to assess how trauma-induced DNA affects ctDNA detection. The total cfDNA level increased postoperatively-both in patients with colorectal cancer (mean threefold) and bladder cancer (mean eightfold). The DNA levels were significantly increased up to 4 weeks after surgery in both patient cohorts (P = 0.0005 and P ≤ 0.0001). The concentration of short, but not long, cfDNA fragments increased postoperatively. Of 25 patients with radiological relapse, eight were ctDNA-positive and 17 were ctDNA-negative in the period with trauma-induced DNA. Analysis of longitudinal samples revealed that five of the negative patients became positive shortly after the release of trauma-induced cfDNA had ceased. In conclusion, surgery was associated with elevated cfDNA levels, persisting up to 4 weeks, which may have masked ctDNA in relapse patients. Trauma-induced cfDNA was of similar size to ordinary cfDNA. To mitigate the impact of trauma-induced cfDNA on ctDNA detection, it is recommended that a second blood sample collected after week 4 is analyzed for patients initially ctDNA negative.


Subject(s)
Circulating Tumor DNA/blood , Colorectal Neoplasms/blood , Colorectal Neoplasms/surgery , Wounds and Injuries/blood , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged
13.
J Clin Oncol ; 37(18): 1547-1557, 2019 06 20.
Article in English | MEDLINE | ID: mdl-31059311

ABSTRACT

PURPOSE: Novel sensitive methods for early detection of relapse and for monitoring therapeutic efficacy may have a huge impact on risk stratification, treatment, and ultimately outcome for patients with bladder cancer. We addressed the prognostic and predictive impact of ultra-deep sequencing of cell-free DNA in patients before and after cystectomy and during chemotherapy. PATIENTS AND METHODS: We included 68 patients with localized advanced bladder cancer. Patient-specific somatic mutations, identified by whole-exome sequencing, were used to assess circulating tumor DNA (ctDNA) by ultra-deep sequencing (median, 105,000×) of plasma DNA. Plasma samples (n = 656) were procured at diagnosis, during chemotherapy, before cystectomy, and during surveillance. Expression profiling was performed for tumor subtype and immune signature analyses. RESULTS: Presence of ctDNA was highly prognostic at diagnosis before chemotherapy (hazard ratio, 29.1; P = .001). After cystectomy, ctDNA analysis correctly identified all patients with metastatic relapse during disease monitoring (100% sensitivity, 98% specificity). A median lead time over radiographic imaging of 96 days was observed. In addition, for high-risk patients (ctDNA positive before or during treatment), the dynamics of ctDNA during chemotherapy was associated with disease recurrence (P = .023), whereas pathologic downstaging was not. Analysis of tumor-centric biomarkers showed that mutational processes (signature 5) were associated with pathologic downstaging (P = .024); however, no significant correlation for tumor subtypes, DNA damage response mutations, and other biomarkers was observed. Our results suggest that ctDNA analysis is better associated with treatment efficacy compared with other available methods. CONCLUSION: ctDNA assessment for early risk stratification, therapy monitoring, and early relapse detection in bladder cancer is feasible and provides a basis for clinical studies that evaluate early therapeutic interventions.


Subject(s)
Cell-Free Nucleic Acids/blood , Early Detection of Cancer , Female , Humans , Longitudinal Studies , Male , Neoplasm Metastasis , Neoplasm Recurrence, Local , Prognosis , Recurrence , Urinary Bladder Neoplasms/pathology
14.
Sci Rep ; 8(1): 1917, 2018 01 30.
Article in English | MEDLINE | ID: mdl-29382943

ABSTRACT

Analysis of plasma cell-free DNA (cfDNA) may provide important information in cancer research, though the often small fraction of DNA originating from tumor cells makes the analysis technically challenging. Digital droplet PCR (ddPCR) has been utilized extensively as sufficient technical performance is easily achieved, but analysis is restricted to few mutations. Next generation sequencing (NGS) approaches have been optimized to provide comparable technical performance, especially with the introduction of unique identifiers (UIDs). However, the parameters influencing data quality when utilizing UIDs are not fully understood. In this study, we applied a targeted NGS approach to 65 plasma samples from bladder cancer patients. Laboratory and bioinformatics parameters were found to influence data quality when using UIDs. We successfully sequenced 249 unique DNA fragments on average per genomic position of interest using a 225 kb gene panel. Validation identified 24 of 38 mutations originally identified using ddPCR across several plasma samples. In addition, four mutations detected in associated tumor samples were detected using NGS, but not using ddPCR. CfDNA analysis of consecutively collected plasma samples from a bladder cancer patient indicated earlier detection of recurrence compared to radiographic imaging. The insights presented here may further the technical advancement of NGS mediated cfDNA analysis.


Subject(s)
DNA, Neoplasm/genetics , Urinary Bladder Neoplasms/genetics , Genome/genetics , Genomics/methods , High-Throughput Nucleotide Sequencing/methods , Humans , Mutation/genetics , Neoplasm Recurrence, Local/genetics
15.
Eur Urol ; 73(4): 535-540, 2018 04.
Article in English | MEDLINE | ID: mdl-28958829

ABSTRACT

Of the patients undergoing radical cystectomy, 20-80% experience relapse. Minimally invasive methods for early detection of metastatic relapse after cystectomy and for monitoring ongoing therapy are urgently needed to improve individualised follow-up and treatment. Therefore, we evaluated the use of circulating tumour DNA (ctDNA) in plasma and urine to detect metastatic relapse after cystectomy and measure treatment efficacy. We exome sequenced tumour and germline DNA from patients with muscle-invasive bladder cancer and monitored ctDNA in 370 liquid biopsies throughout the disease courses by 84 personalised digital droplet polymerase chain reaction assays targeting 61 genes. Patients were prospectively recruited between 2013 and 2017. Patients with metastatic relapse had significantly higher ctDNA levels compared with disease-free patients (p<0.001). The median positive lead time between ctDNA detection in plasma and diagnosis of relapse was 101 d after cystectomy (range 0-932 d). Early detection of metastatic relapse and treatment response using liquid biopsies represents a novel, highly sensitive tool for monitoring patients, supporting clinicians, and guiding treatment decisions. PATIENT SUMMARY: Measurement of tumour-specific mutations in plasma and urine may be a powerful tool to monitor response during treatment and identify early signs of metastatic disease.


Subject(s)
Antineoplastic Agents/therapeutic use , Cystectomy , DNA, Neoplasm , Liquid Biopsy/methods , Neoplasm Metastasis/diagnosis , Urinary Bladder Neoplasms , Biomarkers, Tumor/analysis , Class I Phosphatidylinositol 3-Kinases/genetics , Cystectomy/adverse effects , Cystectomy/methods , DNA, Neoplasm/blood , DNA, Neoplasm/urine , Female , Humans , Male , Middle Aged , Neoadjuvant Therapy/methods , Neoplasm Invasiveness , Neoplasm Recurrence, Local/diagnosis , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Receptor, Fibroblast Growth Factor, Type 3/genetics , Treatment Outcome , Urinary Bladder/pathology , Urinary Bladder/surgery , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , Urinary Bladder Neoplasms/surgery
16.
Eur Urol ; 71(6): 961-969, 2017 06.
Article in English | MEDLINE | ID: mdl-28069289

ABSTRACT

BACKGROUND: Disease surveillance in patients with bladder cancer is important for early diagnosis of progression and metastasis and for optimised treatment. OBJECTIVE: To develop urine and plasma assays for disease surveillance for patients with FGFR3 and PIK3CA tumour mutations. DESIGN, SETTING, AND PARTICIPANTS: Droplet digital polymerase chain reaction (ddPCR) assays were developed and tumour DNA from two patient cohorts was screened for FGFR3 and PIK3CA hotspot mutations. One cohort included 363 patients with non-muscle-invasive bladder cancer (NMIBC). The other cohort included 468 patients with bladder cancer undergoing radical cystectomy (Cx). Urine supernatants (NMIBC n=216, Cx n=27) and plasma samples (NMIBC n=39, Cx n=27) from patients harbouring mutations were subsequently screened using ddPCR assays. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Progression-free survival, recurrence-free survival, and overall survival were measured. Fisher's exact test, the Wilcoxon rank-sum test and Cox regression analysis were applied. RESULTS AND LIMITATIONS: In total, 36% of the NMIBC patients (129/363) and 11% of the Cx patients (44/403) harboured at least one FGFR3 or PIK3CA mutation. Screening of DNA from serial urine supernatants from the NMIBC cohort revealed that high levels of tumour DNA (tDNA) were associated with later disease progression in NMIBC (p=0.003). Furthermore, high levels of tDNA in plasma samples were associated with recurrence in the Cx cohort (p=0.016). A positive correlation between tDNA levels in urine and plasma was observed (correlation coefficient 0.6). The retrospective study design and low volumes of plasma available for analysis were limitations of the study. CONCLUSIONS: Increased levels of FGFR3 and PIK3CA mutated DNA in urine and plasma are indicative of later progression and metastasis in bladder cancer. PATIENT SUMMARY: Urine and plasma from patients with bladder cancer may be monitored for diagnosis of progression and metastasis using mutation assays.


Subject(s)
Biomarkers, Tumor/genetics , Circulating Tumor DNA/genetics , Class I Phosphatidylinositol 3-Kinases/genetics , Mutation , Receptor, Fibroblast Growth Factor, Type 3/genetics , Urinary Bladder Neoplasms/genetics , Aged , Biomarkers, Tumor/blood , Biomarkers, Tumor/urine , Circulating Tumor DNA/blood , Circulating Tumor DNA/urine , Class I Phosphatidylinositol 3-Kinases/blood , Class I Phosphatidylinositol 3-Kinases/urine , Cystectomy , DNA Mutational Analysis , Disease Progression , Disease-Free Survival , Female , Genetic Predisposition to Disease , Humans , Kaplan-Meier Estimate , Liquid Biopsy , Male , Middle Aged , Neoplasm Invasiveness , Neoplasm Metastasis , Neoplasm Recurrence, Local , Phenotype , Polymerase Chain Reaction , Predictive Value of Tests , Proportional Hazards Models , Receptor, Fibroblast Growth Factor, Type 3/blood , Receptor, Fibroblast Growth Factor, Type 3/urine , Retrospective Studies , Risk Factors , Time Factors , Treatment Outcome , Urinary Bladder Neoplasms/blood , Urinary Bladder Neoplasms/surgery , Urinary Bladder Neoplasms/urine
17.
Cancer Res ; 76(19): 5894-5906, 2016 10 01.
Article in English | MEDLINE | ID: mdl-27488526

ABSTRACT

Greater knowledge concerning tumor heterogeneity and clonality is needed to determine the impact of targeted treatment in the setting of bladder cancer. In this study, we performed whole-exome, transcriptome, and deep-focused sequencing of metachronous tumors from 29 patients initially diagnosed with early-stage bladder tumors (14 with nonprogressive disease and 15 with progressive disease). Tumors from patients with progressive disease showed a higher variance of the intrapatient mutational spectrum and a higher frequency of APOBEC-related mutations. Allele-specific expression was also higher in these patients, particularly in tumor suppressor genes. Phylogenetic analysis revealed a common origin of the metachronous tumors, with a higher proportion of clonal mutations in the ancestral branch; however, 19 potential therapeutic targets were identified as both ancestral and tumor-specific alterations. Few subclones were present based on PyClone analysis. Our results illuminate tumor evolution and identify candidate therapeutic targets in bladder cancer. Cancer Res; 76(19); 5894-906. ©2016 AACR.


Subject(s)
Clonal Evolution , Exome , Urinary Bladder Neoplasms/genetics , Adult , Aged , Aged, 80 and over , Cytidine Deaminase/genetics , Humans , Middle Aged , Minor Histocompatibility Antigens/genetics , Mutation , Phylogeny , Proteins/genetics , Receptor, Fibroblast Growth Factor, Type 3/genetics , Sequence Analysis, DNA , Sequence Analysis, RNA , Transcriptome , Urinary Bladder Neoplasms/pathology , Urinary Bladder Neoplasms/therapy
18.
Cancer Cell ; 30(1): 27-42, 2016 07 11.
Article in English | MEDLINE | ID: mdl-27321955

ABSTRACT

Non-muscle-invasive bladder cancer (NMIBC) is a heterogeneous disease with widely different outcomes. We performed a comprehensive transcriptional analysis of 460 early-stage urothelial carcinomas and showed that NMIBC can be subgrouped into three major classes with basal- and luminal-like characteristics and different clinical outcomes. Large differences in biological processes such as the cell cycle, epithelial-mesenchymal transition, and differentiation were observed. Analysis of transcript variants revealed frequent mutations in genes encoding proteins involved in chromatin organization and cytoskeletal functions. Furthermore, mutations in well-known cancer driver genes (e.g., TP53 and ERBB2) were primarily found in high-risk tumors, together with APOBEC-related mutational signatures. The identification of subclasses in NMIBC may offer better prognostication and treatment selection based on subclass assignment.


Subject(s)
Biomarkers, Tumor/genetics , Gene Expression Profiling/methods , Mutation , Sequence Analysis, RNA/methods , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , APOBEC Deaminases/genetics , Cluster Analysis , Female , Gene Expression Regulation, Neoplastic , Genetic Predisposition to Disease , Humans , Male , Neoplasm Staging , RNA, Long Noncoding/genetics , Survival Analysis
19.
Eur Urol ; 70(1): 75-82, 2016 07.
Article in English | MEDLINE | ID: mdl-26803478

ABSTRACT

BACKGROUND: At least half of the patients diagnosed with non-muscle-invasive bladder cancer (NMIBC) experience recurrence and approximately 15% will develop progression to muscle invasive or metastatic disease. Biomarkers for disease surveillance are urgently needed. OBJECTIVE: Development of assays for surveillance using genomic variants in cell-free tumour DNA from plasma and urine. DESIGN, SETTING, AND PARTICIPANTS: Retrospective pilot study of 377 samples from 12 patients with recurrent or progressive/metastatic disease. Three next-generation sequencing methods were applied and somatic variants in DNA from tumour, plasma, and urine were subsequently monitored by personalised assays using droplet digital polymerase chain reaction (ddPCR). Samples were collected from 1994 to 2015, with up to 20 yr of follow-up. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Progression to muscle-invasive or metastatic bladder cancer; t test for ddPCR data. RESULTS AND LIMITATIONS: We developed from one to six personalised assays per patient. Patients with progressive disease showed significantly higher levels of tumour DNA in plasma and urine before disease progression, compared with patients with recurrent disease (p=0.032 and 1.3×10(-6), respectively). Interestingly, tumour DNA was detected in plasma and urine in patients with noninvasive disease, being no longer detectable in disease-free patients. A significant level of heterogeneity was observed for each patient; this could be due to tumour heterogeneity or assay performance. CONCLUSIONS: Cell-free tumour DNA can be detected in plasma and urine, even in patients with noninvasive disease, with high levels of tumour DNA detectable before progression, especially in urine samples. Personalised assays of genomic variants may be useful for disease monitoring. PATIENT SUMMARY: Tumour DNA can be detected in blood and urine in early and advanced stages of bladder cancer. Measurement of these highly tumour-specific biomarkers may represent a novel diagnostic tool to indicate the presence of residual disease or to discover aggressive forms of bladder cancer early in the disease course.


Subject(s)
DNA, Neoplasm/blood , DNA, Neoplasm/urine , Neoplasm Recurrence, Local/diagnosis , Population Surveillance/methods , Urinary Bladder Neoplasms/diagnosis , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/blood , Biomarkers, Tumor/urine , Disease Progression , Female , Genetic Variation , Humans , Liquid Biopsy , Male , Middle Aged , Neoplasm Invasiveness , Neoplasm Metastasis , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Pilot Projects , Retrospective Studies , Urinary Bladder/pathology , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology
20.
PLoS One ; 9(5): e98187, 2014.
Article in English | MEDLINE | ID: mdl-24878701

ABSTRACT

Formalin-fixed, paraffin-embedded (FFPE) tissues are an invaluable resource for clinical research. However, nucleic acids extracted from FFPE tissues are fragmented and chemically modified making them challenging to use in molecular studies. We analysed 23 fresh-frozen (FF), 35 FFPE and 38 paired FF/FFPE specimens, representing six different human tissue types (bladder, prostate and colon carcinoma; liver and colon normal tissue; reactive tonsil) in order to examine the potential use of FFPE samples in next-generation sequencing (NGS) based retrospective and prospective clinical studies. Two methods for DNA and three methods for RNA extraction from FFPE tissues were compared and were found to affect nucleic acid quantity and quality. DNA and RNA from selected FFPE and paired FF/FFPE specimens were used for exome and transcriptome analysis. Preparations of DNA Exome-Seq libraries was more challenging (29.5% success) than that of RNA-Seq libraries, presumably because of modifications to FFPE tissue-derived DNA. Libraries could still be prepared from RNA isolated from two-decade old FFPE tissues. Data were analysed using the CLC Bio Genomics Workbench and revealed systematic differences between FF and FFPE tissue-derived nucleic acid libraries. In spite of this, pairwise analysis of DNA Exome-Seq data showed concordance for 70-80% of variants in FF and FFPE samples stored for fewer than three years. RNA-Seq data showed high correlation of expression profiles in FF/FFPE pairs (Pearson Correlations of 0.90 +/- 0.05), irrespective of storage time (up to 244 months) and tissue type. A common set of 1,494 genes was identified with expression profiles that were significantly different between paired FF and FFPE samples irrespective of tissue type. Our results are promising and suggest that NGS can be used to study FFPE specimens in both prospective and retrospective archive-based studies in which FF specimens are not available.


Subject(s)
High-Throughput Nucleotide Sequencing/methods , Neoplasms/genetics , Neoplasms/pathology , Paraffin Embedding , Sequence Analysis, DNA/methods , Sequence Analysis, RNA/methods , Tissue Fixation , Cryopreservation , DNA/genetics , DNA/isolation & purification , Exome/genetics , Formaldehyde/pharmacology , Gene Expression Profiling , Humans , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins p21(ras) , RNA/genetics , RNA/isolation & purification , ras Proteins/genetics
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