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1.
Nat Commun ; 15(1): 2009, 2024 Mar 18.
Article in English | MEDLINE | ID: mdl-38499531

ABSTRACT

The molecular characteristics of metastatic upper tract urothelial carcinoma (UTUC) are not well understood, and there is a lack of knowledge regarding the genomic and transcriptomic differences between primary and metastatic UTUC. To address these gaps, we integrate whole-exome sequencing, RNA sequencing, and Imaging Mass Cytometry using lanthanide metal-conjugated antibodies of 44 tumor samples from 28 patients with high-grade primary and metastatic UTUC. We perform a spatially-resolved single-cell analysis of cancer, immune, and stromal cells to understand the evolution of primary to metastatic UTUC. We discover that actionable genomic alterations are frequently discordant between primary and metastatic UTUC tumors in the same patient. In contrast, molecular subtype membership and immune depletion signature are stable across primary and matched metastatic UTUC. Molecular and immune subtypes are consistent between bulk RNA-sequencing and mass cytometry of protein markers from 340,798 single cells. Molecular subtypes at the single-cell level are highly conserved between primary and metastatic UTUC tumors within the same patient.


Subject(s)
Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Humans , Carcinoma, Transitional Cell/genetics , Carcinoma, Transitional Cell/pathology , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , Genomics/methods , Gene Expression Profiling , Transcriptome
2.
Nat Genet ; 56(3): 371-376, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38424461

ABSTRACT

Available genetically defined cancer models are limited in genotypic and phenotypic complexity and underrepresent the heterogeneity of human cancer. Here, we describe a combinatorial genetic strategy applied to an organoid transformation assay to rapidly generate diverse, clinically relevant bladder and prostate cancer models. Importantly, the clonal architecture of the resultant tumors can be resolved using single-cell or spatially resolved next-generation sequencing to uncover polygenic drivers of cancer phenotypes.


Subject(s)
Neoplasms , Male , Humans , Genotype , Phenotype , Neoplasms/genetics , Genetic Association Studies
3.
Eur Urol ; 85(3): 283-292, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37802683

ABSTRACT

BACKGROUND: Optimal patient selection for neoadjuvant chemotherapy prior to surgical extirpation is limited by the inaccuracy of contemporary clinical staging methods in high-risk upper tract urothelial carcinoma (UTUC). OBJECTIVE: To investigate whether the detection of plasma circulating tumor DNA (ctDNA) can predict muscle-invasive (MI) and non-organ-confined (NOC) UTUC. DESIGN, SETTING, AND PARTICIPANTS: Plasma cell-free DNA was prospectively collected from chemotherapy-naïve, high-risk UTUC patients undergoing surgical extirpation and sequenced using a 152-gene panel and low-pass whole-genome sequencing. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: To test for concordance, whole-exome sequencing was performed on matching tumor samples. The performance of ctDNA for predicting MI/NOC UTUC was summarized using the area under a receiver-operating curve, and a variant count threshold for predicting MI/NOC disease was determined by maximizing Youden's J statistic. Kaplan-Meier methods estimated survival, and Mantel-Cox log-rank testing assessed the association between preoperative ctDNA positivity and clinical outcomes. RESULTS AND LIMITATIONS: Of 30 patients enrolled prospectively, 14 were found to have MI/NOC UTUC. At least one ctDNA variant was detected from 21/30 (70%) patients, with 52% concordance with matching tumor samples. Detection of at least two panel-based molecular alterations yielded 71% sensitivity at 94% specificity to predict MI/NOC UTUC. Imposing this threshold in combination with a plasma copy number burden score of >6.5 increased sensitivity to 79% at 94% specificity. Furthermore, the presence of ctDNA was strongly prognostic for progression-free survival (PFS; 1-yr PFS 69% vs 100%, p < 0.001) and cancer-specific survival (CSS; 1-yr CSS 56% vs 100%, p = 0.016). CONCLUSIONS: The detection of plasma ctDNA prior to extirpative surgery was highly predictive of MI/NOC UTUC and strongly prognostic of PFS and CSS. Preoperative ctDNA demonstrates promise as a biomarker for selecting patients to undergo neoadjuvant chemotherapy prior to nephroureterectomy. PATIENT SUMMARY: Here, we show that DNA from upper tract urothelial tumors can be detected in the blood prior to surgical removal of the kidney or ureter. This circulating tumor DNA can be used to predict that upper tract urothelial carcinoma is invasive into the muscular lining of the urinary tract and may help identify those patients who could benefit from chemotherapy prior to surgery.


Subject(s)
Carcinoma, Transitional Cell , Circulating Tumor DNA , Ureteral Neoplasms , Urinary Bladder Neoplasms , Humans , Carcinoma, Transitional Cell/genetics , Carcinoma, Transitional Cell/surgery , Carcinoma, Transitional Cell/diagnosis , Circulating Tumor DNA/genetics , Retrospective Studies , Prognosis , Muscles/pathology , Ureteral Neoplasms/genetics , Ureteral Neoplasms/surgery
4.
Urol Oncol ; 41(10): 395-397, 2023 10.
Article in English | MEDLINE | ID: mdl-37833099

ABSTRACT

The advances in targeted therapies, immunotherapy, and the recent emergence of antibody-drug conjugates (ADCs) herald a potential paradigm shift in treating patients with metastatic urothelial cancer. Yet, there are inherent challenges in utilizing these therapies, including the management of treatment-related toxicities. In this special Urologic Oncology: Seminars and Original Investigations issue, we review the latest developments and discuss insights into future research needs.


Subject(s)
Carcinoma, Transitional Cell , Immunoconjugates , Urinary Bladder Neoplasms , Urologic Neoplasms , Humans , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/pathology , Carcinoma, Transitional Cell/drug therapy , Carcinoma, Transitional Cell/pathology , Urologic Neoplasms/drug therapy , Urologic Neoplasms/pathology , Immunotherapy , Immunoconjugates/therapeutic use
6.
bioRxiv ; 2023 Apr 14.
Article in English | MEDLINE | ID: mdl-37609344

ABSTRACT

Available genetically-defined cancer models are limited in genotypic and phenotypic complexity and underrepresent the heterogeneity of human cancer. Herein, we describe a combinatorial genetic strategy applied to an organoid transformation assay to rapidly generate diverse, clinically relevant bladder and prostate cancer models. Importantly, the clonal architecture of the resultant tumors can be resolved using single-cell or spatially resolved next-generation sequencing to uncover polygenic drivers of cancer phenotypes.

7.
JAMA Oncol ; 9(10): 1447-1454, 2023 Oct 01.
Article in English | MEDLINE | ID: mdl-37561425

ABSTRACT

Importance: A true revolution in the management of advanced genitourinary cancers has occurred with the discovery and adoption of immunotherapy (IO). The therapeutic benefits of IO were recently observed not to be solely confined to patients with disseminated disease but also in select patients with localized and locally advanced genitourinary neoplasms. Observations: KEYNOTE-057 demonstrated the benefit of pembrolizumab monotherapy for treating high-risk nonmuscle invasive bladder cancer unresponsive to bacillus Calmette-Guérin (BCG), resulting in recent US Food and Drug Administration approval. Furthermore, a current phase 3 trial (Checkmate274) demonstrated a disease-free survival benefit with the administration of adjuvant nivolumab vs placebo in muscle-invasive urothelial carcinoma after radical cystectomy. In addition, the recent highly publicized phase 3 KEYNOTE 564 trial demonstrated a recurrence-free survival benefit of adjuvant pembrolizumab in patients with high-risk localized/locally advanced kidney cancer. Conclusions and Relevance: The adoption and integration of IO in the management of localized genitourinary cancers exhibiting aggressive phenotypes are becoming an emerging therapeutic paradigm. Clinical oncologists and scientists should become familiar with these trials and indications because they are likely to dramatically change our treatment strategies in the months and years to come.


Subject(s)
Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Humans , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/pathology , Carcinoma, Transitional Cell/pathology , Immunotherapy/adverse effects , Nivolumab/therapeutic use , Progression-Free Survival , Neoplasm Invasiveness , Neoplasm Recurrence, Local
10.
JAMA Netw Open ; 6(4): e237444, 2023 04 03.
Article in English | MEDLINE | ID: mdl-37043205

ABSTRACT

This cohort study uses published clinical trial data to assess long-term survival of patients with metastatic urothelial carcinoma who are treated with immune checkpoint inhibitors.


Subject(s)
Carcinoma, Transitional Cell , Immune Checkpoint Inhibitors , Humans , Immune Checkpoint Inhibitors/therapeutic use , Carcinoma, Transitional Cell/drug therapy , Carcinoma, Transitional Cell/secondary , Antibodies, Monoclonal, Humanized/therapeutic use , Patients
11.
Nat Rev Urol ; 20(7): 406-419, 2023 07.
Article in English | MEDLINE | ID: mdl-36977797

ABSTRACT

Precision medicine has transformed the way urothelial carcinoma is managed. However, current practices are limited by the availability of tissue samples for genomic profiling and the spatial and temporal molecular heterogeneity observed in many studies. Among rapidly advancing genomic sequencing technologies, non-invasive liquid biopsy has emerged as a promising diagnostic tool to reproduce tumour genomics, and has shown potential to be integrated in several aspects of clinical care. In urothelial carcinoma, liquid biopsies such as plasma circulating tumour DNA (ctDNA) and urinary tumour DNA (utDNA) have been investigated as a surrogates for tumour biopsies and might bridge many shortfalls currently faced by clinicians. Both ctDNA and utDNA seem really promising in urothelial carcinoma diagnosis, staging and prognosis, response to therapy monitoring, detection of minimal residual disease and surveillance. The use of liquid biopsies in patients with urothelial carcinoma could further advance precision medicine in this population, facilitating personalized patient monitoring through non-invasive assays.


Subject(s)
Carcinoma, Transitional Cell , Circulating Tumor DNA , Urinary Bladder Neoplasms , Urologic Neoplasms , Humans , Urinary Bladder Neoplasms/diagnosis , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/pathology , Carcinoma, Transitional Cell/diagnosis , Carcinoma, Transitional Cell/genetics , DNA, Neoplasm/genetics , Urologic Neoplasms/diagnosis , Urologic Neoplasms/genetics , Circulating Tumor DNA/genetics , Biomarkers, Tumor/genetics
12.
Cancer Res ; 83(4): 506-520, 2023 02 15.
Article in English | MEDLINE | ID: mdl-36480186

ABSTRACT

Mutagenic processes leave distinct signatures in cancer genomes. The mutational signatures attributed to APOBEC3 cytidine deaminases are pervasive in human cancers. However, data linking individual APOBEC3 proteins to cancer mutagenesis in vivo are limited. Here, we showed that transgenic expression of human APOBEC3G promotes mutagenesis, genomic instability, and kataegis, leading to shorter survival in a murine bladder cancer model. Acting as mutagenic fuel, APOBEC3G increased the clonal diversity of bladder cancer, driving divergent cancer evolution. Characterization of the single-base substitution signature induced by APOBEC3G in vivo established the induction of a mutational signature distinct from those caused by APOBEC3A and APOBEC3B. Analysis of thousands of human cancers revealed the contribution of APOBEC3G to the mutational profiles of multiple cancer types, including bladder cancer. Overall, this study dissects the mutagenic impact of APOBEC3G on the bladder cancer genome, identifying that it contributes to genomic instability, tumor mutational burden, copy-number loss events, and clonal diversity. SIGNIFICANCE: APOBEC3G plays a role in cancer mutagenesis and clonal heterogeneity, which can potentially inform future therapeutic efforts that restrict tumor evolution. See related commentary by Caswell and Swanton, p. 487.


Subject(s)
APOBEC-3G Deaminase , Clonal Evolution , Mutagenesis , Urinary Bladder Neoplasms , Animals , Humans , Mice , APOBEC-3G Deaminase/genetics , APOBEC-3G Deaminase/metabolism , Clonal Evolution/genetics , Cytidine Deaminase/genetics , Cytidine Deaminase/metabolism , Genomic Instability , Minor Histocompatibility Antigens/genetics , Mutagenesis/genetics , Mutagens , Urinary Bladder Neoplasms/genetics
13.
Mol Cancer Ther ; 21(11): 1729-1741, 2022 11 03.
Article in English | MEDLINE | ID: mdl-36129800

ABSTRACT

SIGNIFICANCE: Most patients with bladder cancer do not respond to ICB targeting of the PD-L1 signaling axis. Our modeling applied a de novo resistance signature to show that tumor-infiltrating myeloid cells promote poor treatment response in a TGFß-dependent mechanism.


Subject(s)
B7-H1 Antigen , Urinary Bladder Neoplasms , Humans , B7-H1 Antigen/genetics , Transforming Growth Factor beta , Myeloid Cells , Signal Transduction , Tumor Microenvironment , Lymphocytes, Tumor-Infiltrating
14.
Am J Cancer Res ; 12(5): 2419-2421, 2022.
Article in English | MEDLINE | ID: mdl-35693069

ABSTRACT

Mutagenic mechanisms that shape the genomic landscape and dysfunction of DNA repair converge to promote bladder tumorigenesis. A recent study by Arnoff and El-Deiry highlights the unique interactions between CDKN1A loss of function mutations, which play a key role in cell cycle regulation, modulating DNA repair, and inducing cell apoptosis and senescence, and APOBEC3-induced mutagenesis, the predominant contributor of mutations in urothelial carcinoma.

15.
Sci Rep ; 12(1): 10081, 2022 06 16.
Article in English | MEDLINE | ID: mdl-35710704

ABSTRACT

Bladder cancer has a high recurrence rate and low survival of advanced stage patients. Few genetic drivers of bladder cancer have thus far been identified. We performed in-depth structural variant analysis on whole-genome sequencing data of 206 metastasized urinary tract cancers. In ~ 10% of the patients, we identified recurrent in-frame deletions of exons 8 and 9 in the aryl hydrocarbon receptor gene (AHRΔe8-9), which codes for a ligand-activated transcription factor. Pan-cancer analyses show that AHRΔe8-9 is highly specific to urinary tract cancer and mutually exclusive with other bladder cancer drivers. The ligand-binding domain of the AHRΔe8-9 protein is disrupted and we show that this results in ligand-independent AHR-pathway activation. In bladder organoids, AHRΔe8-9 induces a transformed phenotype that is characterized by upregulation of AHR target genes, downregulation of differentiation markers and upregulation of genes associated with stemness and urothelial cancer. Furthermore, AHRΔe8-9 expression results in anchorage independent growth of bladder organoids, indicating tumorigenic potential. DNA-binding deficient AHRΔe8-9 fails to induce transformation, suggesting a role for AHR target genes in the acquisition of the oncogenic phenotype. In conclusion, we show that AHRΔe8-9 is a novel driver of urinary tract cancer and that the AHR pathway could be an interesting therapeutic target.


Subject(s)
Receptors, Aryl Hydrocarbon , Urinary Bladder Neoplasms , Exons/genetics , Humans , Ligands , Mutation , Receptors, Aryl Hydrocarbon/metabolism , Urinary Bladder Neoplasms/genetics
16.
Article in English | MEDLINE | ID: mdl-35483877

ABSTRACT

Sarcomatoid urothelial carcinoma (SUC) is a rare subtype of urothelial carcinoma (UC) that typically presents at an advanced stage compared to more common variants of UC. Locally advanced and metastatic UC have a poor long-term survival following progression on first-line platinum-based chemotherapy. Antibodies directed against the programmed cell death 1 protein (PD-1) or its ligand (PD-L1) are now approved to be used in these scenarios. The need for reliable biomarkers for treatment stratification is still under research. Here, we present a novel case report of the first Imaging Mass Cytometry (IMC) analysis done in SUC to investigate the immune cell repertoire and PD-L1 expression in a patient who presented with metastatic SUC and experienced a prolonged response to the anti-PD1 immune checkpoint inhibitor pembrolizumab after progression on first-line chemotherapy. This case report provides an important platform for translating these findings to a larger cohort of UC and UC variants.


Subject(s)
Antineoplastic Agents, Immunological , Carcinoma, Transitional Cell , Sarcoma , Soft Tissue Neoplasms , Urinary Bladder Neoplasms , Antibodies, Monoclonal, Humanized , Antineoplastic Agents, Immunological/therapeutic use , B7-H1 Antigen , Carcinoma, Transitional Cell/drug therapy , Carcinoma, Transitional Cell/pathology , Female , Humans , Image Cytometry , Male , Sarcoma/drug therapy , Tumor Microenvironment , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/pathology
17.
Mol Oncol ; 16(12): 2384-2395, 2022 06.
Article in English | MEDLINE | ID: mdl-35231161

ABSTRACT

Primary clear cell renal cell carcinoma (ccRCC) has been previously characterized, but the genomic landscape of metastatic ccRCC is largely unexplored. Here, we performed whole exome sequencing (WES) in 68 samples from 44 patients with ccRCC, including 52 samples from a metastatic site. SETD2, PBRM1, APC and VHL were the most frequently mutated genes in the metastatic ccRCC cohort. RBM10 and FBXW7 were also among the 10 most frequently mutated genes in metastatic tissues. Recurrent somatic copy number variations (CNV) were observed at the previously identified regions 3p25, 9p21 and 14q25, but also at 6p21 (CDKN1A) and 13q14 (RB1). No statistically significant differences were found between samples from therapy-naïve and pretreated patients. Clonal evolution analyses with multiple samples from 13 patients suggested that early appearance of CNVs at 3p25, 9p21 and 14q25 may be associated with rapid clinical progression. Overall, the genomic landscapes of primary and metastatic ccRCC seem to share frequent CNVs at 3p25, 9p21 and 14q25. Future work will clarify the implication of RBM10 and FBXW7 mutations and 6p21 and 13q14 CNVs in metastatic ccRCC.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Carcinoma, Renal Cell/pathology , DNA Copy Number Variations/genetics , F-Box-WD Repeat-Containing Protein 7/genetics , Genomics , Humans , Kidney Neoplasms/pathology , Mutation/genetics , Nuclear Proteins/metabolism , RNA-Binding Proteins/genetics
18.
Br J Cancer ; 126(3): 430-439, 2022 02.
Article in English | MEDLINE | ID: mdl-35046520

ABSTRACT

BACKGROUND: Targeted sequencing of circulating tumour DNA (ctDNA) is a promising tool to monitor dynamic changes in the variant allele frequencies (VAF) of genomic alterations and predict clinical outcomes in patients with advanced urothelial carcinoma (UC). METHODS: We performed targeted sequencing of 182 serial ctDNA samples from 53 patients with advanced UC. RESULTS: Serial ctDNA-derived metrics predicted the clinical outcomes in patients with advanced UC. Combining serial ctDNA aggregate VAF (aVAF) values with clinical factors, including age, sex, and liver metastasis, improved the performance of prognostic models. An increase of the ctDNA aVAF by ≥1 in serial ctDNA samples predicted disease progression within 6 months in 90% of patients. The majority of patients with aVAFs ≤0.7 in three consecutive ctDNA samples achieved durable clinical responses (≥6 months). CONCLUSIONS: Serial ctDNA analysis predicts disease progression and enables dynamic monitoring to guide precision medicine in patients with advanced UC.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Transitional Cell/pathology , Circulating Tumor DNA/genetics , Mutation , Precision Medicine/methods , Urinary Bladder Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/blood , Carcinoma, Transitional Cell/blood , Carcinoma, Transitional Cell/genetics , Circulating Tumor DNA/blood , Disease Progression , Female , High-Throughput Nucleotide Sequencing/methods , Humans , Longitudinal Studies , Male , Middle Aged , Prognosis , Survival Rate , Urinary Bladder Neoplasms/blood , Urinary Bladder Neoplasms/genetics
19.
NPJ Genom Med ; 6(1): 66, 2021 Aug 12.
Article in English | MEDLINE | ID: mdl-34385467

ABSTRACT

The availability of fresh frozen (FF) tissue is a barrier for implementing RNA sequencing (RNA-seq) in the clinic. The majority of clinical samples are stored as formalin-fixed, paraffin-embedded (FFPE) tissues. Exome capture platforms have been developed for RNA-seq from FFPE samples. However, these methods have not been systematically compared. We performed transcriptomic analysis of 32 FFPE tumor samples from 11 patients using three exome capture-based methods: Agilent SureSelect V6, TWIST NGS Exome, and IDT XGen Exome Research Panel. We compared these methods to the TruSeq RNA-seq of fresh frozen (FF-TruSeq) tumor samples from the same patients. We assessed the recovery of clinically relevant biological features. The Spearman's correlation coefficients between the global expression profiles of the three capture-based methods from FFPE and matched FF-TruSeq were high (rho = 0.72-0.9, p < 0.05). A significant correlation between the expression of key immune genes between individual capture-based methods and FF-TruSeq (rho = 0.76-0.88, p < 0.05) was observed. All exome capture-based methods reliably detected outlier expression of actionable gene transcripts, including ERBB2, MET, NTRK1, and PPARG. In urothelial cancer samples, the Agilent assay was associated with the highest molecular subtype concordance with FF-TruSeq (Cohen's k = 0.7, p < 0.01). The Agilent and IDT assays detected all the clinically relevant fusions that were initially identified in FF-TruSeq. All FFPE exome capture-based methods had comparable performance and concordance with FF-TruSeq. Our findings will enable the implementation of RNA-seq in the clinic to guide precision oncology approaches.

20.
Oncologist ; 26(11): e1971-e1981, 2021 11.
Article in English | MEDLINE | ID: mdl-34286887

ABSTRACT

BACKGROUND: Characterization of circulating tumor DNA (ctDNA) has been integrated into clinical practice. Although labs have standardized validation procedures to develop single locus tests, the efficacy of on-site plasma-based next-generation sequencing (NGS) assays still needs to be proved. MATERIALS AND METHODS: In this retrospective study, we profiled DNA from matched tissue and plasma samples from 75 patients with cancer. We applied an NGS test that detects clinically relevant alterations in 33 genes and microsatellite instability (MSI) to analyze plasma cell-free DNA (cfDNA). RESULTS: The concordance between alterations detected in both tissue and plasma samples was higher in patients with metastatic disease. The NGS test detected 77% of sequence alterations, amplifications, and fusions that were found in metastatic samples compared with 45% of those alterations found in the primary tumor samples (p = .00005). There was 87% agreement on MSI status between the NGS test and tumor tissue results. In three patients, MSI-high ctDNA correlated with response to immunotherapy. In addition, the NGS test revealed an FGFR2 amplification that was not detected in tumor tissue from a patient with metastatic gastric cancer, emphasizing the importance of profiling plasma samples in patients with advanced cancer. CONCLUSION: Our validation experience of a plasma-based NGS assay advances current knowledge about translating cfDNA testing into clinical practice and supports the application of plasma assays in the management of oncology patients with metastatic disease. With an in-house method that minimizes the need for invasive procedures, on-site cfDNA testing supplements tissue biopsy to guide precision therapy and is entitled to become a routine practice. IMPLICATIONS FOR PRACTICE: This study proposes a solution for decentralized liquid biopsy testing based on validation of a next-generation sequencing (NGS) test that detects four classes of genomic alterations in blood: sequence mutations (single nucleotide substitutions or insertions and deletions), fusions, amplifications, and microsatellite instability (MSI). Although there are reference labs that perform single-site comprehensive liquid biopsy testing, the targeted assay this study validated can be established locally in any lab with capacity to offer clinical molecular pathology assays. To the authors' knowledge, this is the first report that validates evaluating an on-site plasma-based NGS test that detects the MSI status along with common sequence alterations encountered in solid tumors.


Subject(s)
Circulating Tumor DNA , Neoplasms , Circulating Tumor DNA/genetics , High-Throughput Nucleotide Sequencing , Humans , Microsatellite Instability , Neoplasms/genetics , Retrospective Studies
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