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1.
Mol Cell ; 77(6): 1294-1306.e5, 2020 03 19.
Article in English | MEDLINE | ID: mdl-32023483

ABSTRACT

von Hippel-Lindau (VHL) is a critical tumor suppressor in clear cell renal cell carcinomas (ccRCCs). It is important to identify additional therapeutic targets in ccRCC downstream of VHL loss besides hypoxia-inducible factor 2α (HIF2α). By performing a genome-wide screen, we identified Scm-like with four malignant brain tumor domains 1 (SFMBT1) as a candidate pVHL target. SFMBT1 was considered to be a transcriptional repressor but its role in cancer remains unclear. ccRCC patients with VHL loss-of-function mutations displayed elevated SFMBT1 protein levels. SFMBT1 hydroxylation on Proline residue 651 by EglN1 mediated its ubiquitination and degradation governed by pVHL. Depletion of SFMBT1 abolished ccRCC cell proliferation in vitro and inhibited orthotopic tumor growth in vivo. Integrated analyses of ChIP-seq, RNA-seq, and patient prognosis identified sphingosine kinase 1 (SPHK1) as a key SFMBT1 target gene contributing to its oncogenic phenotype. Therefore, the pVHL-SFMBT1-SPHK1 axis serves as a potential therapeutic avenue for ccRCC.


Subject(s)
Biomarkers, Tumor/metabolism , Carcinoma, Renal Cell/pathology , Gene Expression Regulation, Neoplastic , Kidney Neoplasms/pathology , Phosphotransferases (Alcohol Group Acceptor)/metabolism , Repressor Proteins/metabolism , Von Hippel-Lindau Tumor Suppressor Protein/metabolism , Animals , Apoptosis , Biomarkers, Tumor/genetics , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/metabolism , Cell Cycle , Cell Movement , Cell Proliferation , Genome-Wide Association Study , Humans , Kidney Neoplasms/genetics , Kidney Neoplasms/metabolism , Mice , Mice, Inbred NOD , Mice, SCID , Phosphotransferases (Alcohol Group Acceptor)/genetics , Prognosis , Prolyl Hydroxylases/genetics , Prolyl Hydroxylases/metabolism , Repressor Proteins/genetics , Tumor Cells, Cultured , Ubiquitination , Von Hippel-Lindau Tumor Suppressor Protein/genetics , Xenograft Model Antitumor Assays
2.
N Engl J Med ; 2024 Sep 15.
Article in English | MEDLINE | ID: mdl-39282902

ABSTRACT

BACKGROUND: Muscle-invasive urothelial carcinoma is an aggressive disease with high rates of relapse. Whether pembrolizumab as adjuvant therapy would be effective in patients with high-risk muscle-invasive urothelial carcinoma after radical surgery is unknown. METHODS: In this phase 3 trial, we randomly assigned patients, in a 1:1 ratio, to receive pembrolizumab at a dose of 200 mg every 3 weeks for 1 year or to undergo observation. Randomization was stratified according to pathological stage, centrally tested programmed death ligand 1 (PD-L1) status, and previous neoadjuvant chemotherapy. The coprimary end points were disease-free survival and overall survival in the intention-to-treat population. We considered the trial to be successful if either disease-free survival or overall survival was significantly longer with pembrolizumab than with observation. RESULTS: A total of 702 patients underwent randomization; 354 were assigned to receive pembrolizumab, and 348 were assigned to observation. As of July 5, 2024, the median duration of follow-up for disease-free survival was 44.8 months. The median disease-free survival was 29.6 months (95% confidence interval [CI], 20.0 to 40.7) with pembrolizumab and 14.2 months (95% CI, 11.0 to 20.2) with observation (hazard ratio for disease progression or death, 0.73; 95% CI, 0.59 to 0.90; two-sided P = 0.003). Grade 3 or higher adverse events (regardless of attribution) occurred in 50.7% of the patients in the pembrolizumab group and in 31.6% of the patients in the observation group. CONCLUSIONS: Among patients with high-risk muscle-invasive urothelial carcinoma after radical surgery, disease-free survival was significantly longer with adjuvant pembrolizumab than with observation. (Funded by the National Cancer Institute of the National Institutes of Health and others; Alliance A031501 AMBASSADOR ClinicalTrials.gov number, NCT03244384.).

3.
Cell ; 149(2): 307-21, 2012 Apr 13.
Article in English | MEDLINE | ID: mdl-22500798

ABSTRACT

Kinase inhibitors have limited success in cancer treatment because tumors circumvent their action. Using a quantitative proteomics approach, we assessed kinome activity in response to MEK inhibition in triple-negative breast cancer (TNBC) cells and genetically engineered mice (GEMMs). MEK inhibition caused acute ERK activity loss, resulting in rapid c-Myc degradation that induced expression and activation of several receptor tyrosine kinases (RTKs). RNAi knockdown of ERK or c-Myc mimicked RTK induction by MEK inhibitors, and prevention of proteasomal c-Myc degradation blocked kinome reprogramming. MEK inhibitor-induced RTK stimulation overcame MEK2 inhibition, but not MEK1 inhibition, reactivating ERK and producing drug resistance. The C3Tag GEMM for TNBC similarly induced RTKs in response to MEK inhibition. The inhibitor-induced RTK profile suggested a kinase inhibitor combination therapy that produced GEMM tumor apoptosis and regression where single agents were ineffective. This approach defines mechanisms of drug resistance, allowing rational design of combination therapies for cancer.


Subject(s)
Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , Drug Resistance, Neoplasm , MAP Kinase Kinase 1/antagonists & inhibitors , Protein Kinases/genetics , Proteome/analysis , Animals , Antineoplastic Agents/therapeutic use , Benzenesulfonates/therapeutic use , Benzimidazoles/therapeutic use , Disease Models, Animal , Extracellular Signal-Regulated MAP Kinases/antagonists & inhibitors , Female , Gene Expression Regulation, Neoplastic , Humans , Male , Mice , Niacinamide/analogs & derivatives , Phenylurea Compounds , Protein Kinase Inhibitors/therapeutic use , Protein Kinases/metabolism , Proto-Oncogene Proteins c-myc/metabolism , Pyridines/therapeutic use , Receptor Protein-Tyrosine Kinases/genetics , Sorafenib
4.
J Urol ; 212(2): 320-330, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38717916

ABSTRACT

PURPOSE: Because multiple management options exist for clinical T1 renal masses, patients may experience a state of uncertainty about the course of action to pursue (ie, decisional conflict). To better support patients, we examined patient, clinical, and decision-making factors associated with decisional conflict among patients newly diagnosed with clinical T1 renal masses suspicious for kidney cancer. MATERIALS AND METHODS: From a prospective clinical trial, participants completed the Decisional Conflict Scale (DCS), scored 0 to 100 with < 25 associated with implementing decisions, at 2 time points during the initial decision-making period. The trial further characterized patient demographics, health status, tumor burden, and patient-centered communication, while a subcohort completed additional questionnaires on decision-making. Associations of patient, clinical, and decision-making factors with DCS scores were evaluated using generalized estimating equations to account for repeated measures per patient. RESULTS: Of 274 enrollees, 250 completed a DCS survey; 74% had masses ≤ 4 cm in size, while 11% had high-complexity tumors. Model-based estimated mean DCS score across both time points was 17.6 (95% CI 16.0-19.3), though 50% reported a DCS score ≥ 25 at least once. On multivariable analysis, DCS scores increased with age (+2.64, 95% CI 1.04-4.23), high- vs low-complexity tumors (+6.50, 95% CI 0.35-12.65), and cystic vs solid masses (+9.78, 95% CI 5.27-14.28). Among decision-making factors, DCS scores decreased with higher self-efficacy (-3.31, 95% CI -5.77 to -0.86]) and information-seeking behavior (-4.44, 95% CI -7.32 to -1.56). DCS scores decreased with higher patient-centered communication scores (-8.89, 95% CI -11.85 to -5.94). CONCLUSIONS: In addition to patient and clinical factors, decision-making factors and patient-centered communication relate with decisional conflict, highlighting potential avenues to better support patient decision-making for clinical T1 renal masses.


Subject(s)
Conflict, Psychological , Decision Making , Kidney Neoplasms , Humans , Prospective Studies , Kidney Neoplasms/psychology , Kidney Neoplasms/therapy , Male , Female , Middle Aged , Aged , Neoplasm Staging , Surveys and Questionnaires , Patient Participation , Adult
5.
JAMA ; 332(12): 1001-1010, 2024 Sep 24.
Article in English | MEDLINE | ID: mdl-39196544

ABSTRACT

Importance: Renal cell carcinoma (RCC) is a common malignancy, with an estimated 434 840 incident cases worldwide in 2022. In the US, it is the sixth most common cancer among males and ninth among females. Observations: Clear cell RCC is the most common histologic subtype (75%-80% of cases) and is characterized by inactivation of the von Hippel Lindau (VHL) tumor suppressor gene. Many patients (37%-61%) are diagnosed with RCC incidentally on an abdominal imaging study such as ultrasound or computed tomographic scan, and 70% of patients have stage I RCC at diagnosis. Although its incidence has increased approximately 1% per year from 2015 through 2019, the mortality rate of RCC has declined about 2% per year in the US from 2016 through 2020. Patients with a solid renal mass or complex cystic renal mass should be referred to urology. Treatment options for RCC confined to the kidney include surgical resection with partial or radical nephrectomy, ablative techniques (eg, cryoablation, radiofrequency ablation, radiation), or active surveillance for some patients (especially those with renal masses <2 cm). For patients with renal masses less than 4 cm in size (48% of patients), partial nephrectomy can result in a 5-year cancer-specific survival of more than 94%. For advanced or metastatic RCC, combinations of immune checkpoint inhibitors or the combination of immune checkpoint inhibitors with tyrosine kinase inhibitors are associated with tumor response of 42% to 71%, with a median overall survival of 46 to 56 months. Conclusions and Relevance: RCC is a common malignancy that is often diagnosed incidentally on an abdominal imaging study. Seventy percent of patients are diagnosed with stage I RCC and 11% of patients with stage IV. First-line treatments for early-stage RCC are partial or radical nephrectomy, which can result in 5-year cancer-specific survival of more than 94%, ablative techniques, or active surveillance. New treatment options for patients with metastatic RCC include immune checkpoint inhibitors and tyrosine kinase inhibitors.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Female , Humans , Male , Carcinoma, Renal Cell/diagnosis , Carcinoma, Renal Cell/epidemiology , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/therapy , Kidney Neoplasms/diagnosis , Kidney Neoplasms/epidemiology , Kidney Neoplasms/genetics , Kidney Neoplasms/therapy , Neoplasm Staging , Nephrectomy/methods , Incidence , Kidney/diagnostic imaging , Kidney/pathology , Kidney/surgery , Survival Rate , Ablation Techniques/methods , Watchful Waiting , Neoplastic Syndromes, Hereditary/diagnosis , Neoplastic Syndromes, Hereditary/epidemiology , Neoplastic Syndromes, Hereditary/genetics , Neoplastic Syndromes, Hereditary/therapy , Von Hippel-Lindau Tumor Suppressor Protein/genetics
6.
Am J Physiol Cell Physiol ; 323(5): C1417-C1429, 2022 11 01.
Article in English | MEDLINE | ID: mdl-36154696

ABSTRACT

In clear cell renal cell carcinoma (ccRCC), the von Hippel-Lindau tumor suppressor gene/hypoxia inducible factor (VHL/HIF) axis lays the groundwork for tumorigenesis and is the target of many therapeutic agents. HIF activation alone, however, is largely insufficient for kidney tumor development, and secondary mutations in PBRM1, BAP1, SETD2, KDM5C, or other tumor suppressor genes are strong enablers of tumorigenesis. Interestingly, it has been discovered that VHL loss and subsequent HIF activation results in upregulation of a negative feedback loop mediated by ISGF3, a transcription factor activated by type I interferon (IFN). Secondary mutations in the aforementioned tumor suppressor genes all partially disable this negative feedback loop to facilitate tumor growth. The convergence of several cancer genes on this pathway suggests that it plays an important role in ccRCC development and maintenance. Tumors with secondary mutations that dampen the negative feedback loop may be exquisitely sensitive to its reactivation, and pharmacological activation of ISGF3 either alone or in combination with other therapies could be an effective method to treat patients with ccRCC. In this review, we examine the relevance of the type I IFN pathway to ccRCC, synthesize our current knowledge of the ccRCC tumor suppressors in its regulation, and explore how this may impact the future treatment of patients with ccRCC.


Subject(s)
Carcinoma, Renal Cell , Interferon Type I , Kidney Neoplasms , Humans , Carcinoma, Renal Cell/drug therapy , Von Hippel-Lindau Tumor Suppressor Protein/genetics , Von Hippel-Lindau Tumor Suppressor Protein/metabolism , Interferon Type I/genetics , Interferon Type I/metabolism , Interferon Type I/therapeutic use , Gene Expression Regulation, Neoplastic , Kidney Neoplasms/drug therapy , Cell Transformation, Neoplastic/genetics
7.
Cancer Causes Control ; 33(8): 1071-1081, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35699798

ABSTRACT

PURPOSE: To systematically review the literature to investigate racial disparities among bladder cancer clinical trial enrollees. METHODS: A systematic review was conducted using Ovid, MEDLINE® to identify clinical trials between 1970 and 2020. Articles were reviewed and were included if they assessed race in their outcomes reporting among bladder cancer patients enrolled in clinical trials. The review was conducted in accordance with the PRISMA statement. RESULTS: We identified 544 clinical trials meeting our initial search criteria, with only 24 (4.4%) studies reporting racial demographic data. Enrollees were largely Caucasian (81-98%), with a strikingly small proportion of enrolled patients consisting of African-Americans (2-8%) and Hispanics (2-5%). Only one of the studies reported results on the efficacy and safety/tolerability of the tested treatment separately for racial groups and performed analyses stratified by race. CONCLUSION: Race is poorly studied in bladder cancer clinical trials. Trial cohorts may not reflect multicultural populations. The potential association between race and efficacy, safety or tolerability of the tested interventions is unknown. Given the up to twofold increase in bladder cancer-specific death among African-Americans, further research is needed to address the impact of race in clinical trials, while encompassing socioeconomic factors and disease risk factor exposures.


Subject(s)
Urinary Bladder Neoplasms , Black or African American , Hispanic or Latino , Humans , Racial Groups , Urinary Bladder Neoplasms/therapy , White People
8.
Br J Cancer ; 125(9): 1251-1260, 2021 10.
Article in English | MEDLINE | ID: mdl-34294892

ABSTRACT

BACKGROUND: FGFR3-altered urothelial cancer (UC) correlates with a non-T cell-inflamed phenotype and has therefore been postulated to be less responsive to immune checkpoint blockade (ICB). Preclinical work suggests FGFR3 signalling may suppress pathways such as interferon signalling that alter immune microenvironment composition. However, correlative studies examining clinical trials have been conflicting as to whether FGFR altered tumours have equivalent response and survival to ICB in patients with metastatic UC. These findings have yet to be validated in real world data, therefore we evaluated clinical outcomes of patients with FGFR3-altered metastatic UC treated with ICB and investigate the underlying immunogenomic mechanisms of response and resistance. METHODS: 103 patients with metastatic UC treated with ICB at a single academic medical center from 2014 to 2018 were identified. Clinical annotation for demographics and cancer outcomes, as well as somatic DNA and RNA sequencing, were performed. Objective response rate to ICB, progression-free survival, and overall survival was compared between patients with FGFR3-alterations and those without. RNA expression, including molecular subtyping and T cell receptor clonality, was also compared between FGFR3-altered and non-altered patients. RESULTS: Our findings from this dataset confirm that FGFR3-altered (n = 17) and wild type (n = 86) bladder cancers are equally responsive to ICB (12 vs 19%, p = 0.73). Moreover, we demonstrate that despite being less inflamed, FGFR3-altered tumours have equivalent T cell receptor (TCR) diversity and that the balance of a CD8 T cell gene expression signature to immune suppressive features is an important determinant of ICB response. CONCLUSIONS: Our work in a real world dataset validates prior observations from clinical trials but also extends this prior work to demonstrate that FGFR3-altered and wild type tumours have equivalent TCR diversity and that the balance of effector T cell to immune suppression signals are an important determinant of ICB response.


Subject(s)
Carcinoma, Transitional Cell/drug therapy , Immune Checkpoint Inhibitors/administration & dosage , Receptor, Fibroblast Growth Factor, Type 3/genetics , Urinary Bladder Neoplasms/drug therapy , Adult , Aged , Aged, 80 and over , CD8-Positive T-Lymphocytes/metabolism , Carcinoma, Transitional Cell/genetics , Carcinoma, Transitional Cell/immunology , Female , Gene Expression Regulation, Neoplastic , Humans , Immune Checkpoint Inhibitors/pharmacology , Male , Middle Aged , Receptors, Antigen, T-Cell/metabolism , Retrospective Studies , Sequence Analysis, DNA , Sequence Analysis, RNA , Survival Analysis , Treatment Outcome , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/immunology
9.
Am J Pathol ; 190(1): 134-144, 2020 01.
Article in English | MEDLINE | ID: mdl-31610173

ABSTRACT

Lymphoepithelioma-like carcinoma of the bladder (LELC-B) is a rare subtype of urothelial carcinoma consisting of undifferentiated epithelial cells within a dense inflammatory cell infiltrate. We set out to molecularly characterize LELC-B through RNA expression profiling as well as immunohistochemistry (IHC) to understand its underlying biology. Sixteen cases of LELC-B were identified at Johns Hopkins University. RNA sequencing was performed on 14 cases. IHC staining for programmed cell death ligand 1 (PD-L1) and mismatch repair proteins MutL homolog 1 (MLH1), MutS homolog 2 (MSH2), MSH6, and PMS1 homolog, mismatch repair system component 2 (PMS2) was performed. Transcriptomic profiling of LELC-B showed that they are enriched in a basal-like phenotype, with 12 of 14 LELC-B cases correlating to the basal centroid of the bladder cancer analysis of subtypes by gene expression 47 (BASE47) predictive analysis of microarrays (PAM) classifier. Gene signature analysis confirmed the lymphocyte infiltration profile consistent with the histomorphology. LELC-B lacked features to explain the robust lymphocytic infiltrate, such as loss of mismatch repair protein expression or expression of Epstein-Barr virus transcripts. Nonetheless, PD-L1 IHC was positive in 93% of LELC cases. Our study demonstrates that LELC-B tumors are enriched in a basal-like molecular subtype and share a high level of immune infiltration and PD-L1 expression, similar to basal tumors. The basal-like phenotype is consistent with the known sensitivity of LELC-B to chemotherapy and suggests that immune checkpoint therapy should be explored in this rare disease.


Subject(s)
Adenocarcinoma/pathology , Biomarkers, Tumor/genetics , Carcinoma, Basal Cell/pathology , Carcinoma, Transitional Cell/pathology , Urinary Bladder Neoplasms/pathology , Adenocarcinoma/genetics , Adenocarcinoma/virology , Carcinoma, Basal Cell/genetics , Carcinoma, Basal Cell/virology , Carcinoma, Transitional Cell/genetics , Carcinoma, Transitional Cell/virology , Epstein-Barr Virus Infections/complications , Epstein-Barr Virus Infections/virology , Gene Expression Profiling , Herpesvirus 4, Human/isolation & purification , High-Throughput Nucleotide Sequencing , Humans , Tumor Cells, Cultured , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/virology
10.
N Engl J Med ; 374(2): 135-45, 2016 Jan 14.
Article in English | MEDLINE | ID: mdl-26536169

ABSTRACT

BACKGROUND: Papillary renal-cell carcinoma, which accounts for 15 to 20% of renal-cell carcinomas, is a heterogeneous disease that consists of various types of renal cancer, including tumors with indolent, multifocal presentation and solitary tumors with an aggressive, highly lethal phenotype. Little is known about the genetic basis of sporadic papillary renal-cell carcinoma, and no effective forms of therapy for advanced disease exist. METHODS: We performed comprehensive molecular characterization of 161 primary papillary renal-cell carcinomas, using whole-exome sequencing, copy-number analysis, messenger RNA and microRNA sequencing, DNA-methylation analysis, and proteomic analysis. RESULTS: Type 1 and type 2 papillary renal-cell carcinomas were shown to be different types of renal cancer characterized by specific genetic alterations, with type 2 further classified into three individual subgroups on the basis of molecular differences associated with patient survival. Type 1 tumors were associated with MET alterations, whereas type 2 tumors were characterized by CDKN2A silencing, SETD2 mutations, TFE3 fusions, and increased expression of the NRF2-antioxidant response element (ARE) pathway. A CpG island methylator phenotype (CIMP) was observed in a distinct subgroup of type 2 papillary renal-cell carcinomas that was characterized by poor survival and mutation of the gene encoding fumarate hydratase (FH). CONCLUSIONS: Type 1 and type 2 papillary renal-cell carcinomas were shown to be clinically and biologically distinct. Alterations in the MET pathway were associated with type 1, and activation of the NRF2-ARE pathway was associated with type 2; CDKN2A loss and CIMP in type 2 conveyed a poor prognosis. Furthermore, type 2 papillary renal-cell carcinoma consisted of at least three subtypes based on molecular and phenotypic features. (Funded by the National Institutes of Health.).


Subject(s)
Carcinoma, Papillary/metabolism , Kidney Neoplasms/metabolism , Mutation , NF-E2-Related Factor 2/metabolism , Proto-Oncogene Proteins c-met/metabolism , Carcinoma, Papillary/genetics , CpG Islands/physiology , DNA Methylation , Humans , Kidney Neoplasms/genetics , MicroRNAs/chemistry , NF-E2-Related Factor 2/genetics , Phenotype , Proto-Oncogene Proteins c-met/chemistry , Proto-Oncogene Proteins c-met/genetics , RNA, Messenger/chemistry , RNA, Neoplasm/chemistry , Sequence Analysis, RNA , Signal Transduction/physiology
11.
Br J Cancer ; 119(7): 801-807, 2018 10.
Article in English | MEDLINE | ID: mdl-30293995

ABSTRACT

BACKGROUND: The majority of urothelial cancers (UC) harbor alterations in retinoblastoma (Rb) pathway genes that can lead to loss of Rb tumour suppressor function. Palbociclib is an oral, selective inhibitor of CDK 4/6 that restores Rb function and promotes cell cycle arrest. METHODS: In this phase II trial, patients with metastatic platinum-refractory UC molecularly selected for p16 loss and intact Rb by tumour immunohistochemistry received palbociclib 125 mg p.o. daily for 21 days of a 28-day cycle. Primary endpoint was progression-free survival at 4 months (PFS4) using a Simon's two-stage design. Next-generation sequencing including Rb pathway alterations was conducted. RESULTS: Twelve patients were enrolled and two patients (17%) achieved PFS4 with insufficient activity to advance to stage 2. No responses were seen. Median PFS was 1.9 months (95% CI 1.8-3.7 months) and median overall survival was 6.3 months (95% CI 2.2-12.6 months). Fifty-eight percent of patients had grade ≥3 hematologic toxicity. There were no CDKN2A alterations found and no correlation of Rb pathway alterations with clinical outcome. CONCLUSIONS: Palbociclib did not demonstrate meaningful activity in selected patients with platinum-refractory metastatic UC. Further development of palbociclib should only be considered with improved integral biomarker selection or in rational combination with other therapies.


Subject(s)
Carcinoma, Transitional Cell/drug therapy , Cyclin-Dependent Kinase Inhibitor p16/genetics , Piperazines/administration & dosage , Protein Kinase Inhibitors/administration & dosage , Pyridines/administration & dosage , Urologic Neoplasms/drug therapy , Aged , Aged, 80 and over , Carcinoma, Transitional Cell/genetics , Disease-Free Survival , Drug Administration Schedule , Female , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Mutation , Piperazines/adverse effects , Protein Kinase Inhibitors/adverse effects , Pyridines/adverse effects , Sequence Analysis, DNA , Treatment Outcome , Urologic Neoplasms/genetics
12.
Oncologist ; 23(2): 179-185, 2018 02.
Article in English | MEDLINE | ID: mdl-29158372

ABSTRACT

BACKGROUND: Using next-generation sequencing (NGS) to guide cancer therapy has created challenges in analyzing and reporting large volumes of genomic data to patients and caregivers. Specifically, providing current, accurate information on newly approved therapies and open clinical trials requires considerable manual curation performed mainly by human "molecular tumor boards" (MTBs). The purpose of this study was to determine the utility of cognitive computing as performed by Watson for Genomics (WfG) compared with a human MTB. MATERIALS AND METHODS: One thousand eighteen patient cases that previously underwent targeted exon sequencing at the University of North Carolina (UNC) and subsequent analysis by the UNCseq informatics pipeline and the UNC MTB between November 7, 2011, and May 12, 2015, were analyzed with WfG, a cognitive computing technology for genomic analysis. RESULTS: Using a WfG-curated actionable gene list, we identified additional genomic events of potential significance (not discovered by traditional MTB curation) in 323 (32%) patients. The majority of these additional genomic events were considered actionable based upon their ability to qualify patients for biomarker-selected clinical trials. Indeed, the opening of a relevant clinical trial within 1 month prior to WfG analysis provided the rationale for identification of a new actionable event in nearly a quarter of the 323 patients. This automated analysis took <3 minutes per case. CONCLUSION: These results demonstrate that the interpretation and actionability of somatic NGS results are evolving too rapidly to rely solely on human curation. Molecular tumor boards empowered by cognitive computing could potentially improve patient care by providing a rapid, comprehensive approach for data analysis and consideration of up-to-date availability of clinical trials. IMPLICATIONS FOR PRACTICE: The results of this study demonstrate that the interpretation and actionability of somatic next-generation sequencing results are evolving too rapidly to rely solely on human curation. Molecular tumor boards empowered by cognitive computing can significantly improve patient care by providing a fast, cost-effective, and comprehensive approach for data analysis in the delivery of precision medicine. Patients and physicians who are considering enrollment in clinical trials may benefit from the support of such tools applied to genomic data.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Neoplasms/drug therapy , Biomarkers, Tumor , Case-Control Studies , Combined Modality Therapy , Follow-Up Studies , Gene Expression Regulation, Neoplastic , High-Throughput Nucleotide Sequencing , Humans , Lymphatic Metastasis , Neoplasm Invasiveness , Neoplasm Recurrence, Local/drug therapy , Neoplasm Recurrence, Local/pathology , Neoplasms/pathology , Prognosis , Retrospective Studies , Survival Rate
13.
J Am Chem Soc ; 139(3): 1045-1048, 2017 01 25.
Article in English | MEDLINE | ID: mdl-27936678

ABSTRACT

Nitrite (NO2-) and nitroso compounds (E-NO, E = RS, RO, and R2N) in mammalian plasma and cells serve important roles in nitric oxide (NO) dependent as well as NO independent signaling. Employing an electron deficient ß-diketiminato copper(II) nitrito complex [Cl2NNF6]Cu(κ2-O2N)·THF, thiols mediate reduction of nitrite to NO. In contrast to NO generation upon reaction of thiols at iron nitrite species, at copper this conversion proceeds through nucleophilic attack of thiol RSH on the bound nitrite in [CuII](κ2-O2N) that leads to S-nitrosation to give the S-nitrosothiol RSNO and copper(II) hydroxide [CuII]-OH. This nitrosation pathway is general and results in the nitrosation of the amine Ph2NH and alcohol tBuOH to give Ph2NNO and tBuONO, respectively. NO formation from thiols occurs from the reaction of RSNO and a copper(II) thiolate [CuII]-SR intermediate formed upon reaction of an additional equiv thiol with [CuII]-OH.

15.
Cancer Causes Control ; 28(6): 539-544, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28321693

ABSTRACT

BACKGROUND: Heterogeneity of muscle-invasive bladder cancer (MIBC) has been characterized using whole-genome mRNA expression data, showing distinct molecular and clinicopathological characteristics by subtypes. However, associations between risk factors and molecular subtypes have not been reported. METHODS: Four previously published schemes were used to categorize molecular subtypes in 372 MIBC patients from the Cancer Genome Atlas (TCGA). Data on gene expression (RNA-seq), demographic, and clinicopathological characteristics were retrieved through TCGA data portal. Polytomous logistic regression was used to estimate the associations of subtypes by different schemes with age at diagnosis, obesity, and smoking. RESULTS: While some quantitative variation was evident, distinct molecular subtype schemes showed considerable consistency in the association with the risk factors. Generally, compared to patients with luminal-like tumors, patients with basal-like subtypes were more likely to be older (OR75 + yrs vs. <60 years range = 1.32-2.89), obese (ORobese vs. normal range = 1.30-3.05), and to start smoking at early age (OR<18 years vs. 25+ years range = 1.11-4.57). CONCLUSIONS: Different molecular subtypes of MIBC may have distinct risk profiles. Large population-based studies with detailed information on bladder cancer risk factors are needed to further define etiologic heterogeneity for bladder cancer.


Subject(s)
Muscle, Smooth/metabolism , Obesity/metabolism , Smoking/adverse effects , Urinary Bladder Neoplasms/metabolism , Adult , Age of Onset , Aged , Female , Humans , Male , Middle Aged , Muscle, Smooth/pathology , Obesity/complications , Obesity/pathology , Risk Factors , Urinary Bladder Neoplasms/etiology , Urinary Bladder Neoplasms/pathology
16.
Proc Natl Acad Sci U S A ; 111(8): 3110-5, 2014 Feb 25.
Article in English | MEDLINE | ID: mdl-24520177

ABSTRACT

We sought to define whether there are intrinsic molecular subtypes of high-grade bladder cancer. Consensus clustering performed on gene expression data from a meta-dataset of high-grade, muscle-invasive bladder tumors identified two intrinsic, molecular subsets of high-grade bladder cancer, termed "luminal" and "basal-like," which have characteristics of different stages of urothelial differentiation, reflect the luminal and basal-like molecular subtypes of breast cancer, and have clinically meaningful differences in outcome. A gene set predictor, bladder cancer analysis of subtypes by gene expression (BASE47) was defined by prediction analysis of microarrays (PAM) and accurately classifies the subtypes. Our data demonstrate that there are at least two molecularly and clinically distinct subtypes of high-grade bladder cancer and validate the BASE47 as a subtype predictor. Future studies exploring the predictive value of the BASE47 subtypes for standard of care bladder cancer therapies, as well as novel subtype-specific therapies, will be of interest.


Subject(s)
Gene Expression Regulation, Neoplastic/genetics , Models, Biological , Urinary Bladder Neoplasms/classification , Urinary Bladder Neoplasms/genetics , Breast Neoplasms/classification , Cluster Analysis , Gene Expression Profiling/methods , Humans , Microarray Analysis , Predictive Value of Tests
17.
Cancer ; 122(19): 2988-95, 2016 10.
Article in English | MEDLINE | ID: mdl-27341404

ABSTRACT

BACKGROUND: Historically, African American (AA) patients with renal cell carcinoma (RCC) have had inferior survival compared with Caucasian patients. Recent studies suggest that the survival disparity between races may be worsening since the advent of targeted therapies for RCC. In this study, survival rates among AA and Caucasian patients with advanced RCC are examined over time to determine whether a disparity in survival persists in the targeted therapy era. METHODS: The authors identified patients with stage IV RCC in the National Cancer Data Base and compared survival between AA and Caucasian patients during the periods before (1998-2004) and after (2006-2011) the advent of targeted therapy. RESULTS: In total, 48,846 patients were identified, and 10% were AA. Three-year survival among both AA and Caucasian patients improved between the 2 periods (P < .01 for both), with no interaction observed between race and improved survival over time (P = .15). The adjusted hazard ratio (HR) for death among AAs compared with Caucasians was 1.13 (95% confidence interval, 1.08-1.19) in the post-targeted therapy era, which was unchanged from the pretargeted therapy era (adjusted HR, 1.10; 95% confidence interval, 1.04-1.15). The adjusted HR was similar when the analysis was restricted to those who received systemic therapy. CONCLUSIONS: Both AA and Caucasian patients with advanced RCC have had a significant improvement in survival since the advent of targeted therapy. However, AA patients maintain a survival disadvantage compared with Caucasians independent of treatment received, potentially related to unmeasured comorbidities, disease burden, or tumor biology. Cancer 2016;122:2988-2995. © 2016 American Cancer Society.


Subject(s)
Carcinoma, Papillary/mortality , Carcinoma, Renal Cell/mortality , Ethnicity/statistics & numerical data , Healthcare Disparities , Kidney Neoplasms/mortality , Molecular Targeted Therapy , Racial Groups , Black or African American/statistics & numerical data , Aged , Carcinoma, Papillary/pathology , Carcinoma, Papillary/therapy , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/therapy , Female , Follow-Up Studies , Humans , Kidney Neoplasms/pathology , Kidney Neoplasms/therapy , Male , Middle Aged , Neoplasm Staging , Prognosis , Survival Rate , White People/statistics & numerical data
18.
Chem Res Toxicol ; 28(6): 1144-55, 2015 Jun 15.
Article in English | MEDLINE | ID: mdl-26039340

ABSTRACT

There is strong epidemiologic evidence linking chronic exposure to inorganic arsenic (iAs) to myriad adverse health effects, including cancer of the bladder. We set out to identify DNA methylation patterns associated with arsenic and its metabolites in exfoliated urothelial cells (EUCs) that originate primarily from the urinary bladder, one of the targets of arsenic-induced carcinogenesis. Genome-wide, gene-specific promoter DNA methylation levels were assessed in EUCs from 46 residents of Chihuahua, Mexico, and the relationship was examined between promoter methylation profiles and the intracellular concentrations of total arsenic and arsenic species. A set of 49 differentially methylated genes was identified with increased promoter methylation associated with EUC tAs, iAs, and/or monomethylated As (MMAs) enriched for their roles in metabolic disease and cancer. Notably, no genes had differential methylation associated with EUC dimethylated As (DMAs), suggesting that DMAs may influence DNA methylation-mediated urothelial cell responses to a lesser extent than iAs or MMAs. Further analysis showed that 22 of the 49 arsenic-associated genes (45%) are also differentially methylated in bladder cancer tissue identified using The Cancer Genome Atlas repository. Both the arsenic- and cancer-associated genes are enriched for the binding sites of common transcription factors known to play roles in carcinogenesis, demonstrating a novel potential mechanistic link between iAs exposure and bladder cancer.


Subject(s)
Arsenic/toxicity , DNA Methylation/drug effects , Urinary Bladder Neoplasms/chemically induced , Urinary Bladder Neoplasms/genetics , Urothelium/cytology , Urothelium/drug effects , Adult , Aged , Arsenic/metabolism , Cell Transformation, Neoplastic/chemically induced , DNA Methylation/genetics , Female , Humans , Middle Aged , Urinary Bladder Neoplasms/pathology , Young Adult
19.
Cancer ; 120(1): 86-95, 2014 Jan 01.
Article in English | MEDLINE | ID: mdl-24122346

ABSTRACT

BACKGROUND: Bladder cancer is notable for a striking heterogeneity of disease-specific risks. Among the approximately 75% of incident cases found to be superficial to the muscularis propria at the time of presentation (non-muscle-invasive bladder cancer), the risk of progression to the lethal phenotype of muscle-invasive disease is strongly associated with stage and grade of disease. Given the suggestion of an increasing percentage of low-risk cases in hospital-based registry data in recent years, the authors hypothesized that population-based data may reveal changes in the stage distribution of early-stage cases. METHODS: Surveillance, Epidemiology, and End Results (SEER) data were used to examine trends for the stage-specific incidence of bladder cancer between 1988 and 2006, adjusted for age, race, and sex, using Joinpoint and nonparametric tests. RESULTS: The adjusted incidence rate of papillary noninvasive (Ta) predominantly low grade (77%) disease was found to increase from 5.52 to 9.09 per 100,000 population (P < .0001), with an average annual percentage change of +3.3. Over the same period, concomitant, albeit smaller, decreases were observed for flat in situ (Tis) and lamina propria-invasive (T1) disease (2.57 to 1.19 and 6.65 to 4.61 per 100,000 population [both P < .0001]; average annual percent change of -5.0 and -1.6, respectively). The trend was most dramatic among patients in the oldest age strata, suggesting a previously unappreciated cohort phenomenon. CONCLUSIONS: The findings of the current study should motivate further epidemiological investigations of differential associations of genetic and environmental factors with different bladder cancer phenotypes as well as further scrutiny of clinical practice guideline recommendations for the growing subgroup of predominantly older patients with lower-risk disease.


Subject(s)
Urinary Bladder Neoplasms/epidemiology , Urinary Bladder Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Incidence , Male , Middle Aged , Neoplasm Invasiveness , Neoplasm Staging , SEER Program , United States/epidemiology
20.
Adv Funct Mater ; 24(42): 6601-6611, 2014 Nov 12.
Article in English | MEDLINE | ID: mdl-25395922

ABSTRACT

Combination chemotherapy is a common practice in clinical management of malignancy. Synergistic therapeutic outcome is only achieved when tumor cells are exposed to cells in an optimal ratio. However, due to diverse physicochemical properties of drugs, no free drug cocktails or nanomaterials are capable of co-loading and co-delivering drugs at an optimal ratio. Herein, we develop a novel nano-platform with precise ratiometric co-loading and co-delivery of two hydrophilic drugs for synergistic anti-tumor effects. Based on previous work, we utilize a solvent displacement method to ratiometrically load dioleoyl phosphatidic acid (DOPA)-gemcitabine monophosphate and DOPA coated cisplatin-precipitate nanocores into the same PLGA NP. These cores are designed to have similar hydrophobic surface properties. GMP and cisplatin are engineered into PLGA NP at an optimal synergistic ratio (5:1, mol:mol) with over 70% encapsulation efficiency and were ratiometrically taken up by tumor cells in vitro and in vivo. These PLGA NP exhibit synergistic anti-cancer effects in a stroma-rich bladder tumor model. A single injection of dual drugs in PLGA NP can significantly inhibit tumor growth. This nanomaterial-system solves problems related to ratiometric co-loading and co-delivery of different hydrophilic moieties and provides possibilities for co-loading hydrophilic drugs with hydrophobic drugs for combination therapy.

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