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1.
J Physiol Pharmacol ; 75(1)2024 02.
Artigo em Inglês | MEDLINE | ID: mdl-38583441

RESUMO

Several cytokines have been indicated to be significantly involved in urological diseases. Interleukin 17A (IL-17A) and interleukin 23 (IL-23) have recently received attention for their involvement in inflammatory diseases and cancers. The aim of the study was to show changes in the level of pro-inflammatory interleukins IL-17A and IL-23 in patients with bladder cancer (BC) and selected urological diseases. An important cognitive aspect was to study the interdependencies between the studied interleukins and to assess their diagnostic value for such diseases. The material for the study was urine sample from patients with BC, urinary tract infection (UTI), urolithiasis, benign prostatic hyperplasia (BPH), US (urethral stricture), which was compared to the urine sample of healthy people without urological disorders. Interleukin concentrations were measured by the immunoenzymatic method. The levels of IL-17A and IL-23 in the urine of patients with BC, UTI, BPH and US were significantly higher compared to the control group. Statistically significant differences were found in the level of both interleukins compared to the control group in all diseases except urolithiasis. IL-17A and IL-23 correlated with each other in patients with all urological diseases except urolithiasis. The results of the conducted studies showed that selected urological diseases changed the levels of IL-17A and IL-23 in the urine of patients. The observations made confirmed the participation of these interleukins in the course of the urological diseases, especially in BC, and allowed to classify them as potentially useful parameters for diagnostic purposes.


Assuntos
Hiperplasia Prostática , Neoplasias da Bexiga Urinária , Urolitíase , Doenças Urológicas , Masculino , Humanos , Interleucina-17 , Doenças Urológicas/diagnóstico , Neoplasias da Bexiga Urinária/diagnóstico , Interleucinas , Urolitíase/diagnóstico , Interleucina-23
2.
Urol Pract ; 11(1): 54-60, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-37914255

RESUMO

INTRODUCTION: Current AUA guidelines mandate a risk-stratified approach for the evaluation of microhematuria. Urine genomic tests with high negative predictive value could further reduce unnecessary diagnostic testing and morbidity, but the economic impact is unknown. This study modeled the financial impact of Cxbladder Detect on microhematuria evaluations. METHODS: A decision tree analysis was constructed by Coreva Scientific comparing 1-year costs of the standard microhematuria evaluation using the AUA guidelines vs an algorithm incorporating Cxbladder Detect. Cxbladder Detect-positive patients had cystoscopy and imaging, whereas patients with negative tests were reevaluated in 6 months. Patients with positive diagnostic testing underwent cystoscopy, and positive cystoscopies led to transurethral resection of bladder tumor. Test performance was based on published literature, and costs were based on Medicare allowable fees. RESULTS: Using the decision tree model, the average savings of using Cxbladder Detect was $559 compared with the standard of care, with an average reduction of 0.38 procedures per patient. Probabilistic analysis showed statistical significance with a median reduction in the total cost of $498 per patient (95% CrI [-1356, -2]) and a significant median reduction in diagnostic procedures per patient of 0.36 (95% CrI [-0.52, -0.16]) without impact on the number of cancers diagnosed. CONCLUSIONS: This model-based study demonstrates the potential economic value of using a Cxbladder-driven protocol for microhematuria evaluations.


Assuntos
Neoplasias da Bexiga Urinária , Sistema Urinário , Estados Unidos , Humanos , Idoso , Medicare , Hematúria/diagnóstico , Neoplasias da Bexiga Urinária/diagnóstico , Sistema Urinário/patologia , Cistoscopia , Biomarcadores Tumorais/urina
3.
Curr Urol Rep ; 25(1): 19-35, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38099997

RESUMO

PURPOSE OF REVIEW: The aim of the systematic review is to assess AI's capabilities in the genetics of prostate cancer (PCa) and bladder cancer (BCa) to evaluate target groups for such analysis as well as to assess its prospects in daily practice. RECENT FINDINGS: In total, our analysis included 27 articles: 10 articles have reported on PCa and 17 on BCa, respectively. The AI algorithms added clinical value and demonstrated promising results in several fields, including cancer detection, assessment of cancer development risk, risk stratification in terms of survival and relapse, and prediction of response to a specific therapy. Besides clinical applications, genetic analysis aided by the AI shed light on the basic urologic cancer biology. We believe, our results of the AI application to the analysis of PCa, BCa data sets will help to identify new targets for urological cancer therapy. The integration of AI in genomic research for screening and clinical applications will evolve with time to help personalizing chemotherapy, prediction of survival and relapse, aid treatment strategies such as reducing frequency of diagnostic cystoscopies, and clinical decision support, e.g., by predicting immunotherapy response. These factors will ultimately lead to personalized and precision medicine thereby improving patient outcomes.


Assuntos
Próstata , Neoplasias da Bexiga Urinária , Masculino , Humanos , Recidiva Local de Neoplasia/genética , Inteligência Artificial , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/genética , Neoplasias da Bexiga Urinária/terapia , Recidiva , Biomarcadores
4.
J Med Econ ; 26(1): 1398-1406, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37800535

RESUMO

AIMS: French guidelines for the management of non-muscle-invasive bladder cancer recommend that blue-light cystoscopy should be used in patients where the risk of missing residual tumor is highest. Despite evidence for its cost-effectiveness, budgetary concerns have limited uptake in France. The aim of this analysis was to model the cost-consequences of adopting the recommendations in a French urology unit. MATERIALS AND METHODS: A budget impact model was developed in Excel, using a decision tree approach derived from guidelines issued by L'Academie franÒ«aise d'urologie. Risk profiles were derived from an analysis of studies using white-light cystoscopy; estimates for the impact of blue-light cystoscopy were derived from a published Cochrane Review. Costs were based on published tariff prices from L'Agence Technique de L'Information sur L'Hospitalisation. The model allowed results to be tailored to activity levels and projected blue-light usage in the chosen urology unit. RESULTS: Two scenarios were evaluated, based on a 3-year time horizon. Full implementation of all recommendations within a large public hospital was estimated to yield incremental costs of €269 per procedure (∼10% increase overall); a more targeted approach within a smaller private hospital yielded incremental costs of €133 per procedure (5% increase overall). LIMITATIONS: The basis of the model is a change in the time to first recurrence. There are no data available for subsequent recurrences or progression, both of which could have an influence on expenditure. Secondly, recurrence rates for blue-light cystoscopy were not specifically available for each patient group identified in the guidelines: extrapolation of data may have resulted in bias. Finally, the data were derived from clinical trials, which may not be generalisable to real-world clinical practice. CONCLUSIONS: The model has shown that the additional expenditure required to implement blue-light cystoscopy is modest and not disproportionate to the overall cost of care.


Assuntos
Neoplasias não Músculo Invasivas da Bexiga , Neoplasias da Bexiga Urinária , Humanos , Cistoscopia/métodos , Ácido Aminolevulínico , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/patologia , França
5.
Photodiagnosis Photodyn Ther ; 44: 103758, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37604217

RESUMO

BACKGROUND: Photodynamic diagnosis-assisted transurethral resection of bladder tumor (PDD-TURBT) showed improvement of diagnostic accuracy and treatment efficacy compared to white light TURBT (WL-TURBT). While PDD-TURBT is highly effective, PDD-TURBT requires the use of PDD device and light-sensitive substance precursor, which increases the medical cost compared to WL-TURBT. In this study, the impact on health care economic costs were examined between PDD-TURBT and WL-TURBT. METHODS: Of the total 265 patients, 88 patients for WL-TURBT and 105 patients for PDD-TURBT were available for analysis. Costs were also examined between 34 patients without false-positives and 36 patients with false-positives with a follow-up period of at least 200 days. To compare costs between the two treatments, we calculated the cost/person/year of TURBT using Japanese Diagnosis Procedure Combination and Per-Diem Payment System (DPC/PDPS). RESULTS: The total number of surgeries including the first TURBT was 135 (47 recurrences) in the WL-TURBT group and 133 (28 recurrences) in the PDD-TURBT group. The cost per person for hospitalization and surgery was 366,310 Japanese yen (JPY) for the WL-TURBT and 501,930 JPY for the PDD-TURBT. The cost per person per year was 491,622 JPY in the WL-TURBT group and 506,405 JPY in the PDD-TURBT group. Regarding false-positives, the cost per person per year was 494,544 JPY in the group without false-positives and 328,086 JPY in the group with false-positives. CONCLUSIONS: Although PDD-TURBT is cost more than WL-TURBT for one surgical hospitalization, the cost per person per year for PDD-TURBT and WL-TURBT is cost-neutral.


Assuntos
Fotoquimioterapia , Neoplasias da Bexiga Urinária , Humanos , Ácido Aminolevulínico/uso terapêutico , Japão/epidemiologia , Fármacos Fotossensibilizantes/uso terapêutico , Ressecção Transuretral de Bexiga , Fotoquimioterapia/métodos , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/cirurgia , Neoplasias da Bexiga Urinária/patologia , Cistectomia/métodos , Recidiva Local de Neoplasia/patologia
6.
Cancer Cytopathol ; 131(10): 637-654, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37377320

RESUMO

BACKGROUND: Adopting a computational approach for the assessment of urine cytology specimens has the potential to improve the efficiency, accuracy, and reliability of bladder cancer screening, which has heretofore relied on semisubjective manual assessment methods. As rigorous, quantitative criteria and guidelines have been introduced for improving screening practices (e.g., The Paris System for Reporting Urinary Cytology), algorithms to emulate semiautonomous diagnostic decision-making have lagged behind, in part because of the complex and nuanced nature of urine cytology reporting. METHODS: In this study, the authors report on the development and large-scale validation of a deep-learning tool, AutoParis-X, which can facilitate rapid, semiautonomous examination of urine cytology specimens. RESULTS: The results of this large-scale, retrospective validation study indicate that AutoParis-X can accurately determine urothelial cell atypia and aggregate a wide variety of cell-related and cluster-related information across a slide to yield an atypia burden score, which correlates closely with overall specimen atypia and is predictive of Paris system diagnostic categories. Importantly, this approach accounts for challenges associated with the assessment of overlapping cell cluster borders, which improve the ability to predict specimen atypia and accurately estimate the nuclear-to-cytoplasm ratio for cells in these clusters. CONCLUSIONS: The authors developed a publicly available, open-source, interactive web application that features a simple, easy-to-use display for examining urine cytology whole-slide images and determining the level of atypia in specific cells, flagging the most abnormal cells for pathologist review. The accuracy of AutoParis-X (and other semiautomated digital pathology systems) indicates that these technologies are approaching clinical readiness and necessitates full evaluation of these algorithms in head-to-head clinical trials.


Assuntos
Neoplasias da Bexiga Urinária , Neoplasias Urológicas , Humanos , Estudos Retrospectivos , Reprodutibilidade dos Testes , Citologia , Citodiagnóstico/métodos , Algoritmos , Urina , Neoplasias Urológicas/diagnóstico , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/patologia , Urotélio/patologia
7.
Urol Pract ; 10(1): 59-65, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-37103437

RESUMO

INTRODUCTION: Medicare eligibility at 65 has been associated with increased diagnosis and survival for certain cancers due to greater health care utilization. We aim to assess for a similar "Medicare effect" for bladder and kidney cancers, which has not been previously established. METHODS: Patients diagnosed with bladder or kidney cancer from 2000-2018 at ages 60-69 years were identified with the Surveillance, Epidemiology, and End Results database. We used age-over-age percent change calculations to characterize trends in cancer diagnoses focusing on patients aged 65. Multivariable Cox models were used to compare cancer-specific mortality across ages at diagnosis. RESULTS: We identified 63,960 patients diagnosed with bladder cancer and 52,316 diagnosed with kidney cancer. Age-over-age change in diagnosis was highest for patients aged 65 compared to all other ages for both cancers (P < .01 for both). Stratified by stage, patients aged 65 had a higher age-over-age change than those aged 61-64 or 66-69 for in situ (P = .01, P < .01, respectively), localized (P = .03, P = .01), and regional (P = .02, P = .02) bladder cancer and localized (P = .01, P = .01) kidney cancer. Bladder cancer patients aged 65 had lower cancer-specific mortality than patients aged 66 (HR = 1.17, P = .01) and 69 (HR = 1.18, P = .01), while kidney cancer patients aged 65 had lower mortality than patients aged 64 (HR = 1.18, P < .01) and 66-69. CONCLUSIONS: The age of 65, marking the onset of Medicare eligibility, is associated with more diagnoses of bladder and kidney cancer. Patients diagnosed at age 65 demonstrate decreased bladder and kidney cancer-specific mortality.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Neoplasias da Bexiga Urinária , Humanos , Idoso , Estados Unidos/epidemiologia , Medicare , Bexiga Urinária , Programa de SEER , Neoplasias Renais/diagnóstico , Carcinoma de Células Renais/complicações , Neoplasias da Bexiga Urinária/diagnóstico
8.
Cancer Med ; 12(10): 11305-11314, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36965102

RESUMO

BACKGROUND: To assess urinary symptoms and urine cytology as screening tools for cystoscopic detection of local recurrence after bladder-preserving trimodality treatment (TMT). METHODS: Patients with muscle-invasive bladder cancer receiving definitive TMT follow-up three monthly for 2 years, six monthly for the next 3 years and then yearly, with a clinical review, urine cytology and cystoscopy at each visit (triple assessment, TA). Grade 2+ cystitis/haematuria absent/present was scored 0/1, and urine cytology reported negative/suspicious or positive was scored 0/1, respectively. The performance of these two parameters for predicting local recurrence in cystoscopic biopsy was tested. Other hypothetical surveillance schedules included cystoscopy on alternate visits (COAV), or suspected recurrence (COSR), six-monthly COSR and six-monthly TA. RESULTS: A total of 630 follow-up visits in 112 patients with 19 recurrences (7 muscle invasive, 12 non-muscle invasive) at a median follow-up of 19 months were analysed. The sensitivity and specificity of clinical symptoms were 47.4% and 92%, and for urine cytology 58% and 85%, respectively. The combination of clinical symptoms and cytology (COSR) was 95% sensitive and 78% specific for local recurrence but 100% sensitive for muscle-invasive recurrence. Both COAV and COSV schedules showed a high area under the curve (AUC) for detecting local recurrence (COAV = 0.84, COSR = 0.83), muscle-invasive recurrence (AUC = 0.848 each) and non-muscle-invasive recurrence (COAV = 0.82, COSR = 0.81); reducing the need for TAs by 64% and 67% respectively, and overall cost by 18% and 33%, respectively. CONCLUSION: Cystoscopy at suspected recurrence during follow-up is safe and the most cost-effective for detecting muscle-invasive local recurrences, while cystoscopy at alternate visits may be more optimal for detecting any local recurrence.


Assuntos
Quimiorradioterapia , Cistoscopia , Recidiva Local de Neoplasia , Neoplasias da Bexiga Urinária , Cistoscopia/economia , Efeitos Psicossociais da Doença , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/terapia , Recidiva Local de Neoplasia/diagnóstico , Recidiva Local de Neoplasia/patologia , Tratamentos com Preservação do Órgão , Cistoscópios , Humanos , Masculino , Pessoa de Meia-Idade , Idoso , Custos e Análise de Custo , Feminino , Resultado do Tratamento
9.
Pharmacoeconomics ; 41(6): 633-650, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-36890355

RESUMO

BACKGROUND AND OBJECTIVE: Bladder cancer is common among current and former smokers. High bladder cancer mortality may be decreased through early diagnosis and screening. The aim of this study was to appraise decision models used for the economic evaluation of bladder cancer screening and diagnosis, and to summarise the main outcomes of these models. METHODS: MEDLINE via PubMed, Embase, EconLit and Web of Science databases was systematically searched from January 2006 to May 2022 for modelling studies that assessed the cost effectiveness of bladder cancer screening and diagnostic interventions. Articles were appraised according to Patient, Intervention, Comparator and Outcome (PICO) characteristics, modelling methods, model structures and data sources. The quality of the studies was also appraised using the Philips checklist by two independent reviewers. RESULTS: Searches identified 3082 potentially relevant studies, which resulted in 18 articles that met our inclusion criteria. Four of these articles were on bladder cancer screening, and the remaining 14 were diagnostic or surveillance interventions. Two of the four screening models were individual-level simulations. All screening models (n = 4, with three on a high-risk population and one on a general population) concluded that screening is either cost saving or cost effective with cost-effectiveness ratios lower than $53,000/life-years saved. Disease prevalence was a strong determinant of cost effectiveness. Diagnostic models (n = 14) assessed multiple interventions; white light cystoscopy was the most common intervention and was considered cost effective in all studies (n = 4). Screening models relied largely on published evidence generalised from other countries and did not report the validation of their predictions to external data. Almost all diagnostic models (n = 13 out of 14) had a time horizon of 5 years or less and most of the models (n = 11) did not incorporate health-related utilities. In both screening and diagnostic models, epidemiological inputs were based on expert elicitation, assumptions or international evidence of uncertain generalisability. In modelling disease, seven models did not use a standard classification system to define cancer states, others used risk-based, numerical or a Tumour, Node, Metastasis classification. Despite including certain components of disease onset or progression, no models included a complete and coherent model of the natural history of bladder cancer (i.e. simulating the progression of asymptomatic primary bladder cancer from cancer onset, i.e. in the absence of treatment). CONCLUSIONS: The variation in natural history model structures and the lack of data for model parameterisation suggest that research in bladder cancer early detection and screening is at an early stage of development. Appropriate characterisation and analysis of uncertainty in bladder cancer models should be considered a priority.


Assuntos
Detecção Precoce de Câncer , Neoplasias da Bexiga Urinária , Humanos , Análise Custo-Benefício , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/epidemiologia
10.
Cancer Med ; 12(1): 640-650, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-35674112

RESUMO

BACKGROUND: We investigate the impact of gender, race, and socioeconomic status on the diagnosis and management of bladder cancer in the United States. METHODS: We utilized the National Cancer Database to stratify cases of urothelial cell carcinoma of the bladder as early (Tis, Ta, T1), muscle invasive (T2-T3, N0), locally advanced (T4, N1-3), and metastatic. Multivariate binomial and multinomial logistic regression analyses identified demographic characteristics associated with stage at diagnosis and receipt of cancer-directed therapies. Odds ratios (OR) are reported with 95% confidence intervals. RESULTS: After exclusions, we identified 331,714 early, 72,154 muscle invasive, 15,579 locally advanced, and 15,161 metastatic cases from 2004-2016. Relative to diagnosis at early stage, the strongest independent predictors of diagnosis at muscle invasive, locally advanced, and metastatic disease included Black race (OR = 1.19 [1.15-1.23], OR = 1.49 [1.40-1.59], OR = 1.66 [1.56-1.76], respectively), female gender (OR = 1.21 [1.18-1.21], OR = 1.16 [1.12-1.20], and OR = 1.34 [1.29-1.38], respectively), and uninsured status (OR = 1.22 [1.15-1.29], OR = 2.09 [1.94-2.25], OR = 2.57 [2.39-2.75], respectively). Additional demographic factors associated with delayed diagnosis included older age, treatment at an academic center, Medicaid insurance and patients from lower income/less educated/more rural areas (all p < 0.01). Treatment at a non-academic center, older age, women, Hispanic and Black patients, lower income and rural areas were all less likely to receive cancer-directed therapies in early stage disease (all p < 0.01). Women, older patients, and Black patients remained less likely to receive treatment in muscle invasive, locally advanced, and metastatic disease (all p < 0.01). CONCLUSION: Black race was the strongest independent predictor of delayed diagnosis and substandard treatment of bladder cancer.


Assuntos
Carcinoma de Células de Transição , Neoplasias da Bexiga Urinária , Humanos , Feminino , Estados Unidos/epidemiologia , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/terapia , Neoplasias da Bexiga Urinária/patologia , Medicaid , Hispânico ou Latino , População Negra , Disparidades em Assistência à Saúde
11.
World J Urol ; 41(2): 471-476, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36534153

RESUMO

PURPOSE: In the Netherlands yearly more than 5000 patients are diagnosed with non-muscle invasive bladder cancer (NMIBC). With a specificity of 88.0% and a negative predictive value (NPV) for high grade NMIBC of 99.3%, the Bladder EpiCheck (BE) urine test may be used in NMIBC to reduce the burden of follow-up cystoscopies. METHODS: In this study a cost analysis of the BE follow-up strategy in the Dutch healthcare system was performed. In half of the follow-up appointments, BE was used as a rule-in for cystoscopy. In addition, the possible delay in recurrence detection was estimated. A cost calculation tool was developed using Microsoft Excel. RESULTS: The BE strategy results in an estimated cost reduction of 8%, 4% and 9% in low, intermediate and high risk patients, respectively. In the Netherlands this may result in a cost reduction of approximately 1.6 million euro per year. The estimated delay in the detection of recurrent disease would be 3.9, 1.7 and 1.3 months in low, intermediate and high risk NMIBC patients respectively. CONCLUSION: To conclude, the BE can be used to reduce the costs of NMIBC follow-up, with a small delay in diagnosis of recurrent disease.


Assuntos
Neoplasias da Bexiga Urinária , Bexiga Urinária , Humanos , Seguimentos , Biomarcadores Tumorais/urina , Neoplasias da Bexiga Urinária/diagnóstico , Cistoscopia/métodos , Custos e Análise de Custo , Recidiva Local de Neoplasia/diagnóstico
12.
Urol Oncol ; 41(4): 207.e9-207.e16, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36564259

RESUMO

INTRODUCTION AND OBJECTIVE: Management of non-muscle-invasive bladder cancer (NMIBC) significantly impacts healthcare resource utilization due to requirements for ongoing surveillance. White light cystoscopy (WLC) represents the traditional approach to NMIBC disease surveillance, though physicians utilizing WLC alone may fail to detect all cancerous lesions. The approval of blue light cystoscopy (BLC) as an adjunct to WLC enhances the urologist's ability to more readily detect cancerous tissue. A more complete resection will reduce recurrences and could result in reduced costs for the US healthcare system. This analysis quantifies the clinical and economic impact of the incorporation of BLC in the management of NMIBC in ambulatory surgical centers (ASCs) considering current Center for Medicare Services (CMS) patient-physician coverage and reimbursement. METHODS AND MATERIALS: A budget impact model was developed to assess projected ASC costs for a cohort of 50 newly diagnosed bladder cancer patients over a 2-year follow-up comparing WLC alone vs. WLC + BLC. Treatment and surveillance intervals were based on AUA/SUO clinical guidelines. Clinical and cost metrics for staging and biopsy rates were assessed, with cost inputs based on Medicare reimbursement rates. RESULTS: Use of WLC + BLC for NMIBC surveillance resulted in the identification of 5 additional NMIBC recurrences compared to WLC alone. There was an associated increased cost of performing BLC in an ASC setting, with a net increase in the total cost of care for NMIBC of $110 per cystoscopy over a 2-year period. If recurrences missed using WLC alone were to progress prior to detection, the model projects an increase in treatment costs borne by Medicare of $9,097 to $34,538 due to more intensive treatments required for the increased risk of recurrence. CONCLUSIONS: Modeled results suggests that the Medicare program will incur increased costs, due to the gap between added costs per cystoscopy due to BLC. The current discrepancy in reimbursement disincentivizes community-based ASCs from adopting BLC, resulting in suboptimal patient care while increasing downstream treatment costs to Medicare, necessitated when missed disease progresses to higher stage/grade disease. The findings have important clinical implications for the optimal management of NMIBC and should inform healthcare policies that promote cost-effectiveness and enhanced patient outcomes.


Assuntos
Cistoscopia , Neoplasias da Bexiga Urinária , Humanos , Idoso , Estados Unidos , Cistoscopia/métodos , Ácido Aminolevulínico , Medicare , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/cirurgia , Neoplasias da Bexiga Urinária/patologia , Biópsia
13.
Acta Biomater ; 158: 358-373, 2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-36581006

RESUMO

Cellular mechanical properties (CMPs) have been frequently reported as biomarkers for cell cancerization to assist objective cytology, compared to the current subjective method dependent on cytomorphology. However, single or dual CMPs cannot always successfully distinguish every kind of malignant cell from its benign counterpart. In this work, we extract 4 CMPs of four different graded bladder cancer (BC) cell lines by AFM (atomic force microscopy)-based nanoindentation to generate a CMP database, which is used to train a cancerization-grade classifier by machine learning. The classifier is tested on 4 categories of BC cells at different cancer grades. The classification shows split-independent robustness and an accuracy of 91.25% with an AUC-ROC (ROC stands for receiver operating characteristic, and ROC curve is a graphical plot which illustrates the performance of a binary classifier system as its discrimination threshold is varied) value of 97.98%. Finally, we also compare our proposed method with traditional invasive diagnosis and noninvasive cancer diagnosis relying on cytomorphology, in terms of accuracy, sensitivity and specificity. Unlike former studies focusing on the discrimination between normal and cancerous cells, our study fulfills the classification of 4 graded cell lines at different cancerization stages, and thus provides a potential method for early detection of cancerization. STATEMENT OF SIGNIFICANCE: We measured four cellular mechanical properties (CMPs) of 4 graded bladder cancer (BC) cell lines using AFM (atomic force microscopy). We found that single or dual CMPs cannot fulfill the task of BC cell classification. Instead, we employ MLA (Machine Learning Algorithm)-based analysis whose inputs are BC CMPs. Compared with traditional cytomorphology-based prognoses, the non-invasive method proposed in this study has higher accuracy but with many fewer cellular properties as inputs. The proposed non-invasive prognosis is characterized with high sensitivity and specificity, and thus provides a potential tumor-grading means to identify cancer cells with different metastatic potential. Moreover, our study proposes an objective grading method based on quantitative characteristics desirable for avoiding misdiagnosis induced by ambiguous subjectivity.


Assuntos
Detecção Precoce de Câncer , Neoplasias da Bexiga Urinária , Humanos , Microscopia de Força Atômica/métodos , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/patologia , Sensibilidade e Especificidade , Aprendizado de Máquina
14.
Health Technol Assess ; 26(40): 1-144, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-36300825

RESUMO

BACKGROUND: Around 7500 people are diagnosed with non-muscle-invasive bladder cancer in the UK annually. Recurrence following transurethral resection of bladder tumour is common, and the intensive monitoring schedule required after initial treatment has associated costs for patients and the NHS. In photodynamic diagnosis, before transurethral resection of bladder tumour, a photosensitiser that is preferentially absorbed by tumour cells is instilled intravesically. Transurethral resection of bladder tumour is then conducted under blue light, causing the photosensitiser to fluoresce. Photodynamic diagnosis-guided transurethral resection of bladder tumour offers better diagnostic accuracy than standard white-light-guided transurethral resection of bladder tumour, potentially reducing the chance of subsequent recurrence. OBJECTIVE: The objective was to assess the clinical effectiveness and cost-effectiveness of photodynamic diagnosis-guided transurethral resection of bladder tumour. DESIGN: This was a multicentre, pragmatic, open-label, parallel-group, non-masked, superiority randomised controlled trial. Allocation was by remote web-based service, using a 1 : 1 ratio and a minimisation algorithm balanced by centre and sex. SETTING: The setting was 22 NHS hospitals. PARTICIPANTS: Patients aged ≥ 16 years with a suspected first diagnosis of high-risk non-muscle-invasive bladder cancer, no contraindications to photodynamic diagnosis and written informed consent were eligible. INTERVENTIONS: Photodynamic diagnosis-guided transurethral resection of bladder tumour and standard white-light cystoscopy transurethral resection of bladder tumour. MAIN OUTCOME MEASURES: The primary clinical outcome measure was the time to recurrence from the date of randomisation to the date of pathologically proven first recurrence (or intercurrent bladder cancer death). The primary health economic outcome was the incremental cost per quality-adjusted life-year gained at 3 years. RESULTS: We enrolled 538 participants from 22 UK hospitals between 11 November 2014 and 6 February 2018. Of these, 269 were allocated to photodynamic diagnosis and 269 were allocated to white light. A total of 112 participants were excluded from the analysis because of ineligibility (n = 5), lack of non-muscle-invasive bladder cancer diagnosis following transurethral resection of bladder tumour (n = 89) or early cystectomy (n = 18). In total, 209 photodynamic diagnosis and 217 white-light participants were included in the clinical end-point analysis population. All randomised participants were included in the cost-effectiveness analysis. Over a median follow-up period of 21 months for the photodynamic diagnosis group and 22 months for the white-light group, there were 86 recurrences (3-year recurrence-free survival rate 57.8%, 95% confidence interval 50.7% to 64.2%) in the photodynamic diagnosis group and 84 recurrences (3-year recurrence-free survival rate 61.6%, 95% confidence interval 54.7% to 67.8%) in the white-light group (hazard ratio 0.94, 95% confidence interval 0.69 to 1.28; p = 0.70). Adverse event frequency was low and similar in both groups [12 (5.7%) in the photodynamic diagnosis group vs. 12 (5.5%) in the white-light group]. At 3 years, the total cost was £12,881 for photodynamic diagnosis-guided transurethral resection of bladder tumour and £12,005 for white light. There was no evidence of differences in the use of health services or total cost at 3 years. At 3 years, the quality-adjusted life-years gain was 2.094 in the photodynamic diagnosis transurethral resection of bladder tumour group and 2.087 in the white light group. The probability that photodynamic diagnosis-guided transurethral resection of bladder tumour was cost-effective was never > 30% over the range of society's cost-effectiveness thresholds. LIMITATIONS: Fewer patients than anticipated were correctly diagnosed with intermediate- to high-risk non-muscle-invasive bladder cancer before transurethral resection of bladder tumour and the ratio of intermediate- to high-risk non-muscle-invasive bladder cancer was higher than expected, reducing the number of observed recurrences and the statistical power. CONCLUSIONS: Photodynamic diagnosis-guided transurethral resection of bladder tumour did not reduce recurrences, nor was it likely to be cost-effective compared with white light at 3 years. Photodynamic diagnosis-guided transurethral resection of bladder tumour is not supported in the management of primary intermediate- to high-risk non-muscle-invasive bladder cancer. FUTURE WORK: Further work should include the modelling of appropriate surveillance schedules and exploring predictive and prognostic biomarkers. TRIAL REGISTRATION: This trial is registered as ISRCTN84013636. FUNDING: This project was funded by the National Institute for Health and Care Research ( NIHR ) Health Technology Assessment programme and will be published in full in Health Technology Assessment; Vol. 26, No. 40. See the NIHR Journals Library website for further project information.


Around 7500 people are diagnosed with early-stage bladder cancer in the UK each year. Early bladder cancer is contained within the bladder and has not yet invaded the bladder's muscle wall or spread elsewhere in the body. The cancer will return (recur) in around half of people after initial treatment and they have to attend hospital for regular check-ups, with costs to both them and the NHS. The first step in treating early bladder cancer is surgery to remove the tumour. This surgery is normally performed under white light. Photodynamic diagnosis is a new technique in which a liquid is put into the patient's bladder before surgery and a blue light is used during the operation. This causes the bladder cancer to fluoresce so that it can be seen more easily by the surgeon. The Photodynamic versus white-light-guided resection of first diagnosis non-muscle-invasive bladder cancer ( PHOTO ) trial aimed to find out whether or not using photodynamic diagnosis at initial surgery would reduce how often the cancer recurred and whether or not this could reduce the cost of treating early bladder cancer. A total of 538 people with early bladder cancer who had a medium to high chance of their cancer returning after treatment were enrolled in the PHOTO trial. They were included in one of two treatment groups, at random: 269 had photodynamic surgery and 269 had standard white-light surgery. People in both groups were monitored regularly for any recurrences, with further treatment as appropriate. After 3 years, 4 out of 10 people in each group had a recurrence of their bladder cancer. We found no difference between the treatment groups in the number of people with recurrences. We found no evidence of a benefit to patients, and the total costs of photodynamic surgery were higher than those of standard white light. We therefore recommend that it is no longer used in the treatment of this group of patients.


Assuntos
Neoplasias da Bexiga Urinária , Humanos , Biomarcadores , Análise Custo-Benefício , Qualidade de Vida , Anos de Vida Ajustados por Qualidade de Vida , Avaliação da Tecnologia Biomédica , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/cirurgia , Luz , Fotoquimioterapia
15.
Arch Esp Urol ; 75(2): 126-132, 2022 Mar.
Artigo em Inglês, Espanhol | MEDLINE | ID: mdl-35332882

RESUMO

Bladder cancer (BCa) represents the 7thmost frequent cancer in the male population worldwideand the 10th when both genders are considered.Due its high prevalence, result of high incidence andlow cancer specific mortality in low grade disease, BCarepresents a significant clinical and financial burden.Despite our knowledge of the natural history of thedisease and of the risk factors associated with BCa(age, gender, smoking history and certain chemicals)and, the evidence that outcomes, related directly tothe stage of the disease, are affected by delays in thediagnosis, "screening" is not even considered by mosturological societies and relevant international urologicalguidelines.The aim of the present article is to provide the readerwith an up to date, non-systematic, narrative reviewof the most relevant articles focussed on the useof urinary biomarkers (UBMs) in the screening of BCaboth, mass and high risk population screening, theeconomic assessment of the cost-effectiveness of suchprogrammes, as well as, potential innovations for thefuture of BCa screening.


El cáncer de vejiga (CV) representa el 7ºcáncer más frecuente en varones a nivel mundial y el10º cuando se consideran ambos sexos. Debido a sualta prevalencia, resultado de la alta incidencia y bajamortalidad cáncer específica en la enfermedad debajo grado, el CV representa un problema importanteen términos tanto clínicos como económicos.A pesar de nuestro conocimiento de la historia naturalde la enfermedad y de los factores de riesgo asociadoscon el CV (edad, género, tabaquismo y ciertosquímicos) y la evidencia de que los resultados, relacionadosdirectamente con el estadio de la enfermedad,se ven afectados por retrasos en el diagnóstico, el cribadoo despistaje (screening) ni siquiera es consideradopor la mayoría de las sociedades urológicas ni porlas guías urológicas internacionales.El objetivo del presente artículo es proporcionar allector una revisión narrativa actualizada, no sistemática,de los artículos más relevantes, centrados en eluso de biomarcadores urinarios (BMUs) en el cribadodel CV, tanto en el cribado masivo como en el de poblaciónde alto riesgo, su evaluación en términos decoste-eficiencia, así como posibles innovaciones parael futuro del cribado del CV.


Assuntos
Neoplasias da Bexiga Urinária , Biomarcadores , Detecção Precoce de Câncer/efeitos adversos , Feminino , Humanos , Incidência , Masculino , Programas de Rastreamento/efeitos adversos , Neoplasias da Bexiga Urinária/diagnóstico
16.
JAMA Netw Open ; 5(3): e223050, 2022 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-35302627

RESUMO

Importance: Low-risk non-muscle-invasive bladder cancer (NMIBC) is associated with extremely low rates of progression and cancer-specific mortality; however, patients with low-risk NMIBC may often receive non-guideline-recommended and potentially costly surveillance testing and treatment. Objective: To describe current surveillance and treatment practices, cancer outcomes, and costs of care for low-grade papillary stage Ta (low-grade Ta) NMIBC and identify factors associated with increased cost of care. Design, Setting, and Participants: This population-based cohort study identified 13 054 older adults (aged 66-90 years) diagnosed with low-grade Ta tumors in the Surveillance, Epidemiology and End Results-linked Medicare database from January 1, 2004, through December 31, 2013. Medicare claims data through December 31, 2014, were also reviewed. Data were analyzed from April 1 to October 6, 2021. Exposures: Surveillance testing and treatment among patients with low-grade Ta NMIBC. Main Outcomes and Measures: The primary outcome was patterns in population-level surveillance and treatment practice over time among patients with low-grade Ta NMIBC. Secondary outcomes were recurrence (defined as receipt of subsequent transurethral resection of bladder tumor >3 months after index diagnosis of NMIBC and initial transurethral resection of bladder tumor), progression (defined as receipt of definitive treatment for bladder cancer), and costs of care. Results: Among 13 054 patients who met inclusion criteria, 9596 (73.5%) were male and 3458 (26.5%) were female, with a median age of 76 years (IQR, 71-81 years). A total of 403 patients (3.1%) were Black, 120 (0.9%) were Hispanic, 12 123 (92.9%) were White, and 408 (3.1%) were of other races and/or ethnicities. Rates of surveillance cystoscopy increased over the study period (from 79.3% in 2004 to 81.5% in 2013; P = .007), with patients receiving a median of 3.0 cystoscopies per year (IQR, 2.0-4.0 per year). Rates of upper tract imaging (particularly computed tomography or magnetic resonance imaging) also increased over the study period (from 30.4% in 2004 to 47.0% in 2013; P < .001), with most patients receiving a median of 2.0 imaging tests per year (IQR, 1.0-2.0 per year). The use of urine cytologic testing or other urine biomarker assessment also increased (from 44.8% in 2004 to 54.9% in 2013; P < .001). Rates of adherence to current guidelines were similar over time (eg, a median of 4398 patients [55.2%] received ≤2 cystoscopies per year in 2004-2008 vs a median of 2736 patients [53.8%] in 2009-2013; P = .11), suggesting overuse of all surveillance testing modalities. With regard to treatment, 2250 patients (17.2%) received intravesical bacillus Calmette-Guérin, and 792 patients (6.1%) received intravesical chemotherapy (excluding receipt of a single perioperative dose). Among all patients with low-grade Ta NMIBC, 217 (1.7%) experienced disease recurrence and 52 (0.4%) experienced disease progression. The total annual median costs of low-grade Ta surveillance testing and treatment increased by 60% (from $34 792 in 2004 to $53 986 in 2013), with higher 1-year median expenditures noted among those with disease recurrence ($76 669) vs no disease recurrence ($53 909) at the end of the study period. Conclusions and Relevance: In this cohort study, despite low rates of disease recurrence and progression, rates of surveillance testing increased during the study period. The annual cost of care also increased over time, particularly among patients with recurrent disease. Efforts to improve adherence to current practice guidelines, with the focus on limiting overuse of surveillance testing and treatment, may mitigate associated increasing costs of care.


Assuntos
Neoplasias da Bexiga Urinária , Adjuvantes Imunológicos , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Progressão da Doença , Feminino , Humanos , Masculino , Medicare , Recidiva Local de Neoplasia/tratamento farmacológico , Estados Unidos/epidemiologia , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/epidemiologia , Neoplasias da Bexiga Urinária/terapia
17.
J Urol ; 207(1): 52-60, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34428924

RESUMO

PURPOSE: We sought to model the diagnostic recommendations and associated costs of new hematuria guidelines regarding referral patterns, procedure utilization and urothelial cell carcinoma (UCC) detection. MATERIALS AND METHODS: Patients with microhematuria were identified retrospectively. Initial encounter data were collected from January 2017 to May 2018 from a large public health care system; followup was continued to December 2020. Risk stratification was performed based on the American Urological Association 2020 microhematuria guidelines, and disease outcomes were analyzed within this framework. The guideline-recommended workups and costs were modeled; cost data were sourced from the Centers for Medicare & Medicaid Services Medicare Physician Fee Schedule and Clinical Laboratory Fee Schedule for 2020. Modeled diagnostic volumes and costs were assessed for 2020 and 2012 microhematuria guidelines, respectively. RESULTS: Of the 3,789 patients included for analysis, 1,382 (36.5%), 1,026 (27.1%) and 1,381 (36.4%) were retroactively stratified as low risk, intermediate risk (InR) and high risk (HiR), respectively. A total of 19 cases of UCC (17 bladder, 2 upper tract) were diagnosed, of which 84% were HiR. For high-grade UCC, 92% of cases were HiR. The 2020 guidelines recommended renal ultrasound for 1,117 InR cases, computerized tomography urogram (CTU) for 1,476 HiR cases, and cystoscopy for 2,593 InR and HiR cases combined. Total costs were $1,905,236 (2012) versus $1,260,677 (2020), driven mainly by CTU costs. Per-cancer detected costs were $100,276 (2012) versus $61,760 (2020). CONCLUSIONS: In retrospect, the 2020 guidelines would have effectively risk-stratified microhematuria cases for detection of malignancies. As compared to the 2012 guidelines, application of the 2020 guidelines would result in significant changes to diagnostic and procedural volumes, while substantially reducing total and per-patient costs.


Assuntos
Carcinoma de Células de Transição/complicações , Carcinoma de Células de Transição/diagnóstico , Custos e Análise de Custo , Hematúria/etiologia , Neoplasias da Bexiga Urinária/complicações , Neoplasias da Bexiga Urinária/diagnóstico , Adulto , Idoso , Feminino , Humanos , Masculino , Medicaid , Medicare , Pessoa de Meia-Idade , Modelos Teóricos , Guias de Prática Clínica como Assunto , Estudos Retrospectivos , Sociedades Médicas , Estados Unidos , Urologia
18.
Asian Pac J Cancer Prev ; 22(10): 3115-3120, 2021 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-34710986

RESUMO

OBJECTIVE: We aimed to determine the interest and changing trends over time in the diagnosis and treatment of bladder cancer and its awareness campaign by examining the Google Trends application as an indicator of people's interest globally. METHODS: Using the Google Trends application, we determined the yearly and country-based relative search volumes of the term "bladder tumor" and of the methods used in the diagnosis and treatment of bladder cancer in the period from January 2004 to December 2019. We compared the median relative search volumes found in the period 2004-2011 (Period 1) with those found in the period 2012-2019 (Period 2). RESULTS: We found that the median relative search volume for bladder cancer decreased in period 2 and this was parallel to the decrease in the incidence rates in North America and Australia (p<0.001). We found that the bladder cancer awareness month did not cause an increase in the online interest (p>0.05). We found that the median relative search volumes of diagnostic cystoscopy and cytology were higher than those of molecular markers and imaging methods in line with guidelines (p<0.001). Also, TURBT was the most sought-term among treatment methods with increasing popularity in the second period (p<0.001). CONCLUSION: People use the internet intensively to search for information about bladder cancer. We think that several types of web-based applications such as "Google Trends" can help determine the behavioural patterns and tendencies of bladder cancer patients and affect the clinical decision-making processes, as well as readily determining the impact of cancer awareness campaigns to bring about an increased awareness in the society for the recognition of the importance of an early diagnosis.


Assuntos
Saúde Global/estatística & dados numéricos , Promoção da Saúde/estatística & dados numéricos , Avaliação das Necessidades/estatística & dados numéricos , Ferramenta de Busca/estatística & dados numéricos , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/terapia , Austrália , Biomarcadores Tumorais , Canadá , Estudos Transversais , Cistoscopia/estatística & dados numéricos , Cistoscopia/tendências , Diagnóstico por Imagem/estatística & dados numéricos , Diagnóstico por Imagem/tendências , Saúde Global/tendências , Promoção da Saúde/tendências , Humanos , Incidência , Irlanda , Avaliação das Necessidades/tendências , Nova Zelândia , Fatores de Tempo , Reino Unido , Estados Unidos , Neoplasias da Bexiga Urinária/epidemiologia , Neoplasias da Bexiga Urinária/patologia
19.
Pathol Res Pract ; 226: 153607, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-34509050

RESUMO

BACKGROUND: Immune checkpoint inhibitors (ICI) therapies have demonstrated significant benefit in the treatment of many tumors including high grade urothelial cancer (HGUC) of the bladder. However, variability in patients' clinical responses highlights the need for biomarkers to aid patient stratification. ICI relies on an intact host immune response. In this context, we hypothesize that key players in the antitumor immune response such as markers of activated cytotoxic T lymphocytes (CD8, granzyme-B) and immune suppression (FOXP3) may help to identify patients who will derive the greatest therapeutic benefit from ICI. A major obstacle for deployment of such a strategy is the limited quantities of tumor-derived biopsy material. Therefore, in this technical study, we develop a multiplex biomarker with digital workflow. We explored the (1) concordance of conventional single stain results using digital image analysis, and (2) agreement between digital scoring versus manual analysis. METHODS: (1) For concordance study of single and multiplex stains, triplicate core tissue microarrays of 207 muscle invasive, HGUC of bladder had sequential 4-micron sections cut and stained with CD8, FOXP3 and granzyme-B. An inhouse developed tri-chromogen multiplex immunohistochemistry (m-IHC) assay consisting of CD8 (green), granzyme B (brown), and FOXP3 (red) was used to stain the next sequential tissue section. (2) Agreement between manual and digital analysis was performed on 19 whole slide sections of HGUC cystectomy specimens. All slides were scanned using Aperio ScanScope AT Digital Scanner at 40X. Quantitative digital image analysis was performed using QuPath version 0.2.3 open-source software. Scores from triplicate cores were averaged for each HGUC specimen for each marker. Intraclass correlation coefficients were used to compare percent positive cells between the single- and multi-plex assays. Lin's concordance correlation coefficients were used for manual versus digital analysis. RESULTS AND CONCLUSIONS: m-IHC offers significant advantages in characterizing the host immune microenvironment particularly in limited biopsy tissue material. Utilizing a digital image workflow resulted in significant concordance between m-IHC and individual single stains (p < 0.001 for all assessments). Moderate to good agreements were achieved between manual and digital scoring. Our technical work demonstrated potential uses of multiplex marker in assessing the host immune status and could be used in conjunction with PD-L1 as a predictor of response to ICI therapy.


Assuntos
Biomarcadores Tumorais/análise , Carcinoma de Células de Transição/diagnóstico , Interpretação de Imagem Assistida por Computador/métodos , Imuno-Histoquímica/métodos , Neoplasias da Bexiga Urinária/diagnóstico , Fluxo de Trabalho , Carcinoma de Células de Transição/imunologia , Carcinoma de Células de Transição/patologia , Humanos , Projetos Piloto , Coloração e Rotulagem/métodos , Análise Serial de Tecidos/métodos , Neoplasias da Bexiga Urinária/imunologia , Neoplasias da Bexiga Urinária/patologia
20.
JCO Clin Cancer Inform ; 5: 641-653, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-34097440

RESUMO

PURPOSE: Population-based cancer incidence rates of bladder cancer may be underestimated. Accurate estimates are needed for understanding the burden of bladder cancer in the United States. We developed and evaluated the feasibility of a machine learning-based classifier to identify bladder cancer cases missed by cancer registries, and estimated the rate of bladder cancer cases potentially missed. METHODS: Data were from population-based cohort of 37,940 bladder cancer cases 65 years of age and older in the SEER cancer registries linked with Medicare claims (2007-2013). Cases with other urologic cancers, abdominal cancers, and unrelated cancers were included as control groups. A cohort of cancer-free controls was also selected using the Medicare 5% random sample. We used five supervised machine learning methods: classification and regression trees, random forest, logic regression, support vector machines, and logistic regression, for predicting bladder cancer. RESULTS: Registry linkages yielded 37,940 bladder cancer cases and 766,303 cancer-free controls. Using health insurance claims, classification and regression trees distinguished bladder cancer cases from noncancer controls with very high accuracy (95%). Bacille Calmette-Guerin, cystectomy, and mitomycin were the most important predictors for identifying bladder cancer. From 2007 to 2013, we estimated that up to 3,300 bladder cancer cases in the United States may have been missed by the SEER registries. This would result in an average of 3.5% increase in the reported incidence rate. CONCLUSION: SEER cancer registries may potentially miss bladder cancer cases during routine reporting. These missed cases can be identified leveraging Medicare claims and data analytics, leading to more accurate estimates of bladder cancer incidence.


Assuntos
Neoplasias da Bexiga Urinária , Idoso , Humanos , Aprendizado de Máquina , Medicare , Sistema de Registros , Programa de SEER , Estados Unidos/epidemiologia , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/epidemiologia
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