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1.
World J Urol ; 42(1): 22, 2024 Jan 10.
Artículo en Inglés | MEDLINE | ID: mdl-38197890

RESUMEN

PURPOSE: To evaluate predictive factors of increasing intravesical recurrence (IVR) rate in patients with upper tract urothelial carcinoma (UTUC) after receiving radical nephroureterectomy (RNUx) with bladder cuff excision (BCE). MATERIALS AND METHODS: A total of 2114 patients were included from the updated data of the Taiwan UTUC Collaboration Group. It was divided into two groups: IVR-free and IVR after RNUx, with 1527 and 587 patients, respectively. To determine the factors affecting IVR, TNM stage, the usage of pre-operative ureteroscopy, and pathological outcomes were evaluated. The Kaplan-Meier estimator was used to estimate the rates of prognostic outcomes in overall survival (OS), cancer-specific survival (CSS), disease-free survival (DFS), and bladder recurrence-free survival (BRFS), and the survival curves were compared using the stratified log-rank test. RESULTS: Based on our research, ureter tumor, female, smoking history, age (< 70 years old), multifocal tumor, history of bladder cancer were determined to increase the risk of IVR after univariate analysis. The multivariable analysis revealed that female (BRFS for male: HR 0.566, 95% CI 0.469-0.681, p < 0.001), ureter tumor (BRFS: HR 1.359, 95% CI 1.133-1.631, p = 0.001), multifocal (BRFS: HR 1.200, 95% CI 1.001-1.439, p = 0.049), history of bladder cancer (BRFS: HR 1.480, 95% CI 1.118-1.959, p = 0.006) were the prognostic factors for IVR. Patients who ever received ureterorenoscopy (URS) did not increase the risk of IVR. CONCLUSION: Patients with ureter tumor and previous bladder UC history are important factors to increase the risk of IVR after RNUx. Pre-operative URS manipulation is not associated with higher risk of IVR and diagnostic URS is feasible especially for insufficient information of image study. More frequent surveillance regimen may be needed for these patients.


Asunto(s)
Carcinoma de Células Transicionales , Neoplasias Ureterales , Neoplasias de la Vejiga Urinaria , Humanos , Femenino , Masculino , Anciano , Carcinoma de Células Transicionales/cirugía , Nefroureterectomía , Pronóstico , Neoplasias Ureterales/cirugía
2.
Neurourol Urodyn ; 43(3): 604-619, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38291827

RESUMEN

AIM: Antimuscarinics and the ß3-adrenoreceptor agonist, mirabegron, are commonly used for treating patients with overactive bladder (OAB) and α1 -adrenoreceptor antagonists (α1 -blockers) are the main pharmacological agents used for treating lower urinary tract symptoms (LUTS) secondary to benign prostatic hyperplasia (BPH). As these conditions commonly occur together, the aim of this systematic review was to identify publications that compared the use of an α1 -blocker plus mirabegron with an α1 -blocker plus antimuscarinic in men with LUTS secondary to BPH and OAB. A meta-analysis was subsequently conducted to explore the safety and efficacy of these combinations. METHODS: Included records had to be from a parallel-group, randomized clinical trial that was ≥8 weeks in duration. Participants were male with LUTS secondary to BPH and OAB. The indirect analyses that were identified compared an α1 -blocker plus OAB agent with an α1 -blocker plus placebo. The PubMed/Medical Literature Analysis and Retrieval System Online, the Excerpta Medica Database, the Cochrane Central Register of Controlled Trials, and the ClinicalTrials.gov registry were searched for relevant records up until March 5, 2020. Safety outcomes included incidences of overall treatment-emergent adverse events (TEAEs) and urinary retention, postvoid residual volume, and maximum urinary flow (Qmax ). Primary efficacy outcomes were micturitions/day, incontinence episodes/day, and urgency episodes/day, and secondary outcomes were Overactive Bladder Symptom Score and International Prostate Symptom Score. A Bayesian network meta-analysis approach was used for the meta-analysis. RESULTS: Out of a total of 1039 records identified, 24 were eligible for inclusion in the meta-analysis. There were no statistically significant differences between the α1 -blocker plus mirabegron and α1 -blocker plus antimuscarinic groups in terms of the comparisons identified for all the safety and efficacy analyses conducted. Numerically superior results were frequently observed for the α1 -blocker plus mirabegron group compared with the α1 -blocker plus antimuscarinic group for the safety parameters, including TEAEs, urinary retention, and Qmax . For some of the efficacy parameters, most notably micturitions/day, numerically superior results were noted for the α1 -blocker plus antimuscarinic group. Inconsistency in reporting and study variability were noted in the included records, which hindered data interpretation. CONCLUSION: This systematic review and meta-analysis showed that an α1 -blocker plus mirabegron and an α1 -blocker plus antimuscarinic have similar safety and efficacy profiles in male patients with LUTS secondary to BPH and OAB. Patients may, therefore, benefit from the use of either combination within the clinical setting.


Asunto(s)
Síntomas del Sistema Urinario Inferior , Hiperplasia Prostática , Tiazoles , Vejiga Urinaria Hiperactiva , Retención Urinaria , Humanos , Masculino , Femenino , Vejiga Urinaria Hiperactiva/tratamiento farmacológico , Vejiga Urinaria Hiperactiva/etiología , Vejiga Urinaria Hiperactiva/diagnóstico , Antagonistas Muscarínicos/efectos adversos , Hiperplasia Prostática/complicaciones , Hiperplasia Prostática/tratamiento farmacológico , Retención Urinaria/complicaciones , Teorema de Bayes , Metaanálisis en Red , Resultado del Tratamiento , Quimioterapia Combinada , Acetanilidas/efectos adversos , Síntomas del Sistema Urinario Inferior/tratamiento farmacológico , Síntomas del Sistema Urinario Inferior/etiología , Agonistas de Receptores Adrenérgicos beta 3/efectos adversos , Ensayos Clínicos Controlados Aleatorios como Asunto
3.
Int J Mol Sci ; 25(1)2023 Dec 21.
Artículo en Inglés | MEDLINE | ID: mdl-38203334

RESUMEN

Using platelet-rich plasma (PRP) injections to treat urological diseases has attracted great attention. This study investigated the impact of cytokine concentrations in PRP on the treatment outcome of patients with recurrent urinary tract infection (rUTI) and interstitial cystitis/bladder pain syndrome (IC/BPS). Forty patients with IC/BPS and twenty-one patients with rUTI were enrolled for four-monthly repeated PRP injections. PRP was collected at the first injection and analyzed with multiplex immunoassays for 12 target cytokines. In patients with IC/BPS, a Global Response Assessment (GRA) score ≥ 2 was defined as a successful outcome. In rUTI patients, ≤2 episodes of UTI recurrence during one year of follow-up was considered a successful outcome. Nineteen (47.5%) patients with IC/BPS and eleven (52.4%) patients with rUTI had successful outcomes. The IC/BPS patients with successful outcomes had significantly lower levels of tumor necrosis factor-α (TNF-α) in their PRP than those with unsuccessful outcomes (p = 0.041). The rUTI patients with successful outcomes also had a lower level of TNF-α (p = 0.025) and a higher level of epidermal growth factor (p = 0.035) and transforming growth factor-ß2 (p = 0.024) in PRP than those with unsuccessful outcomes. A lower level of TNF-α in PRP might be a potentially predictive factor of treatment outcome.


Asunto(s)
Cistitis Intersticial , Plasma Rico en Plaquetas , Infecciones Urinarias , Humanos , Cistitis Intersticial/terapia , Factor de Necrosis Tumoral alfa , Infecciones Urinarias/terapia , Resultado del Tratamiento , Citocinas
4.
Math Biosci Eng ; 21(2): 2163-2188, 2024 Jan 10.
Artículo en Inglés | MEDLINE | ID: mdl-38454678

RESUMEN

An automatic recognizing system of white blood cells can assist hematologists in the diagnosis of many diseases, where accuracy and efficiency are paramount for computer-based systems. In this paper, we presented a new image processing system to recognize the five types of white blood cells in peripheral blood with marked improvement in efficiency when juxtaposed against mainstream methods. The prevailing deep learning segmentation solutions often utilize millions of parameters to extract high-level image features and neglect the incorporation of prior domain knowledge, which consequently consumes substantial computational resources and increases the risk of overfitting, especially when limited medical image samples are available for training. To address these challenges, we proposed a novel memory-efficient strategy that exploits graph structures derived from the images. Specifically, we introduced a lightweight superpixel-based graph neural network (GNN) and broke new ground by introducing superpixel metric learning to segment nucleus and cytoplasm. Remarkably, our proposed segmentation model superpixel metric graph neural network (SMGNN) achieved state of the art segmentation performance while utilizing at most 10000$ \times $ less than the parameters compared to existing approaches. The subsequent segmentation-based cell type classification processes showed satisfactory results that such automatic recognizing algorithms are accurate and efficient to execeute in hematological laboratories. Our code is publicly available at https://github.com/jyh6681/SPXL-GNN.


Asunto(s)
Algoritmos , Redes Neurales de la Computación , Procesamiento de Imagen Asistido por Computador/métodos , Leucocitos , Citoplasma
5.
Int Urol Nephrol ; 56(9): 2905-2912, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-38613663

RESUMEN

PURPOSE: The suburethral sling procedure has been widely used as the first-line treatment for female stress urinary incontinence (SUI). This study retrospectively compared the long-term surgical outcomes and complications between retropubic and transobturator suburethral sling procedures. METHODS: From 2010 to 2022, a total of 533 women with SUI underwent retropubic pubovaginal sling (PVS) or transobturator tape (TOT) procedures using a synthetic polypropylene mesh with or without concomitant anterior colporrhaphy. All patients underwent preoperative videourodynamic studies, Valsalva leak point pressure (VLPP), and voiding efficiency (VE). The success rate, postoperative complications, overactive bladder symptoms, transvaginal urethrolysis, and repeat procedures were compared among different surgical procedures. RESULTS: Among the patients, PVS was performed in 251 (47.1%) patients and with colporrhaphy in 58 (10.9%), TOT in 174 (32.6%) and with colporrhaphy in 50 (9.4%). The success rate was 87.4% in the PVS group and 75.4% in the TOT group, with or without colporrhaphy (p = 0.001). Urethrolysis was performed in 4.7% of the patients, and repeat suburethral sling procedures were performed in 8.3%. The overall success rate was significantly lower in TOT group, either with high or low VLPP, or with high or low VE. The rate of persistent OAB was significantly higher in TOT group regardless of VLPP or VE, whereas patients with VE < 90% at baseline had a significantly higher rate of postoperative dysuria. CONCLUSION: TOT procedures had an inferior long-term success rate than PVS procedures for female SUI. Additionally, no differences in the success rate were observed between patients with different bladder functions, high or low VLPP, and high or low VE.


Asunto(s)
Cabestrillo Suburetral , Incontinencia Urinaria de Esfuerzo , Humanos , Incontinencia Urinaria de Esfuerzo/cirugía , Femenino , Estudios Retrospectivos , Persona de Mediana Edad , Resultado del Tratamiento , Anciano , Procedimientos Quirúrgicos Urológicos/métodos , Adulto , Complicaciones Posoperatorias
6.
Toxins (Basel) ; 16(3)2024 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-38535789

RESUMEN

PURPOSE: Neurogenic lower urinary tract dysfunction (NLUTD) is common in patients with neurological lesions in the central nervous system (CNS). Medical treatment usually cannot adequately relieve NLUTD. This study reported the real-life treatment outcome of botulinum toxin A (BoNT-A) for overactive bladders (OAB) and voiding dysfunction in patients with CNS lesions. METHODS: We retrospectively analyzed the first-time treatment outcome of 74 patients who received detrusor 100 U BoNT-A for OAB and 45 patients who received a urethral sphincter 100 U BoNT-A injection for voiding dysfunction. The treatment outcome, therapeutic duration, and adverse events (AE) after BoNT-A were compared among different CNS lesions and among patients with different urodynamic characteristics. RESULTS: The study included 74 patients receiving detrusor injections for OAB (36 with cerebrovascular accidents, 13 with Parkinson's disease, and 25 with dementia) and 45 patients receiving a urethral sphincter injection for voiding dysfunction (26 with cerebrovascular accidents, 7 with Parkinson's disease, and 12 with dementia). After detrusor BoNT-A treatment, urinary continence was achieved in 28.4% of patients with neurogenic OAB, postoperative difficult urination in 59.5%, acute urinary retention (AUR) in 9.5%, and urinary tract infection (UTI) in 14.9%, with a therapeutic duration of 6.43 months. There were no differences among subgroups or between patients with detrusor overactivity (DO) and DO with detrusor underactivity (DU) in terms of treatment outcomes and AEs. The improvement rate of urethral sphincter BoNT-A injections was 75.6% without any difference among subgroups. After treatment, 24.4% of the patients had exacerbated urinary incontinence, 33.3% had persistent difficult urination, and 15.6% had UTI. Patients with dementia had higher rates of difficult urination and UTI, higher postvoid residual volume, and a shorter therapeutic duration. Patients with DU and those without urethral sphincter dyssynergia had less favorable outcomes after their urethral sphincter BoNT-A injection. CONCLUSIONS: The therapeutic efficacy of detrusor BoNT-A injection for OAB due to CNS lesions is limited, with high rates of difficult urination, AUR, and UTI. Although urethral sphincter BoNT-A injection is effective in treating voiding dysfunction; however, exacerbated urinary incontinence and persistent difficult urination remain a problem, particularly in patients with dementia.


Asunto(s)
Toxinas Botulínicas Tipo A , Demencia , Enfermedades del Sistema Nervioso , Enfermedad de Parkinson , Accidente Cerebrovascular , Vejiga Urinaria Hiperactiva , Incontinencia Urinaria , Humanos , Estudios Retrospectivos , Resultado del Tratamiento , Sistema Nervioso Central
7.
Biomedicines ; 12(3)2024 Feb 26.
Artículo en Inglés | MEDLINE | ID: mdl-38540138

RESUMEN

Our previous study showed that the Epstein-Barr virus (EBV) may be the etiology for some patients with interstitial cystitis/bladder pain syndrome (IC/BPS); hence, the current study aimed to investigate the urinary viral spectrum in patients with IC/BPS and the clinical efficacy of valacyclovir. Twenty-eight patients were prospectively enrolled for valacyclovir 500 mg twice a day for 4 weeks. Urine samples were collected from IC/BPS patients and 30 controls. The primary outcome was the difference in the visual analog scale (VAS) pain score, and secondary outcomes included changes in the urinary viral spectrum and urinary inflammatory cytokine level (ClinicalTrials.gov Identifier: NCT05094414). Urinary EBV was detected in 14.2% IC/BPS patients but not in the controls. Urinary John Cunningham virus and BK virus were detected in 18 (64.3%) and 2 (7.1%) patients with IC/BPS, respectively, with similar prevalences noted for the controls. No cytomegalovirus, varicella-zoster virus, or herpes simplex virus was detected in the urine samples. The VAS pain score in patients with IC/BPS significantly decreased after 4 weeks (from 7.5 [5.52-9.0] to 5 [1.5-6.0], p = 0.0003). Urinary EBV was undetectable in any sample after valacyclovir treatment, and the decreases in urinary interleukin (IL)-1ß (from 0.66 [0.55-0.82] pg/mL to 0.58 [0.55-0.64] pg/mL, p = 0.0034), IL-8 (from 6.81 [2.38 to 29.1] pg/mL to 4.33 [1.53-11.04] pg/mL, p = 0.0361), IL-10 (from 1.06 [0.94-1.18] pg/mL to 0.92 [0.88-1.02], p = 0.0086), and tumor necrosis factor-α (from 1.61 [1.50-1.72] pg/mL to 1.50 [1.44-1.55] pg/mL, p = 0.0079) were significant. Valacyclovir could relieve bladder pain, eliminate urinary EBV, and reduce bladder inflammation.

8.
Tzu Chi Med J ; 36(2): 110-119, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38645782

RESUMEN

A precision diagnosis of lower urinary tract dysfunctions (LUTD) such as bladder outlet obstruction, detrusor overactivity (DO), interstitial cystitis/bladder pain syndrome (IC/BPS), dysfunctional voiding (DV), or detrusor underactivity (DU) needs invasive videourodynamic study. Exploring non-invasive tools to help screening LUTD is necessary for clinicians in their daily practice. This article reviews recently clinical studies of using urinary inflammatory proteins and oxidative stress biomarkers in the identification of specific LUTD among men and women with lower urinary tract symptoms (LUTS). Some important findings have been reported: (1) Using urine chemokines CXCL-1 and interleukin-8 (IL-8), we may discriminate overactive bladder (OAB) symptoms in women between DO and urinary tract infection. (2) Urinary levels of oxidative stress biomarkers such as 8-hydroxydeoxyguanosine (8-OHdG) and 8-isoprostane have a potential being used as a tool to identify women with mixed DO and stress urinary incontinence. (3) Urine levels of total antioxidant capacity (TAC), and prostaglandin E2 (PGE2) are positively correlated with voiding detrusor pressure in patients with DU. (4) Urine levels of brain-derived neurotrophic factor (BDNF) and PGE2 were significantly higher in the DU patients with detrusor function recovery. (5) Women with DV had higher urinary levels of tumor necrosis factor-alpha (TNF-α) and 8-OHdG, and urinary IL-2 level was significantly lower. (6) Urine level of 8-isoprostane was higher in the patients with idiopathic DO and neurogenic DO. (7) Higher urine cytokine levels of monocyte chemoattractant protein-1 (MCP-1), regulated on activation, normal T-cell expressed and secreted (RANTES), CXCL-10, IL-7, and eotaxin-1 in patients with IC/BPS than controls. (8) The urine levels of IL-8, CXCL-10, BDNF, IL-6, and RANTES were significantly higher in patients with Hunner's IC than non-Hunner's IC. (9) Male patients with IC/BPS had a significantly higher level of eotaxin, MCP-1, TNF-α, 8-OHdG, and TAC. Combining a higher eotaxin and a higher TNF-α can provide a satisfactory diagnostic value in discriminating IC/BPS from other LUTD in men. These studies provide evidence that measurement of cluster of urine biomarkers could be used as a diagnostic tool to differentiate different LUTD in patients with similar LUTS.

9.
Tzu Chi Med J ; 36(1): 30-37, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38406570

RESUMEN

Interstitial cystitis/bladder pain syndrome (IC/BPS) is a chronic inflammatory bladder disease of unknown etiology, characterized by bladder pain and frequency urgency symptoms. Based on the cystoscopic findings after hydrodistention under anesthesia, the phenotype of IC/BPS includes no glamerulation, characteristic glomerulation, and with Hunner's lesion. IC is specifically defined if there are characteristic Hunner's lesion appeared in cystoscopy or after hydrodistention. If there are glomerulations without Hunner's lesion, BPS should be considered. The definition of Hunner's lesion and glomerulations differs based on different definition and observations. Currently, there has been no clear description and grading of the glomerulations and Hunner's lesion. Because the classification of IC/BPS has an impact on the treatment strategy and associated with therapeutic outcome, it is unmet to have a clear definition and consensus on the characteristic cystoscopic findings of IC/BPS. This article reviews the literature and presents the figures of Hunner's lesions and description of different mucosal lesions after cystoscopic hydrodistention.

10.
Urology ; 189: 27-33, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38710455

RESUMEN

OBJECTIVE: To investigate the efficacy and safety of modified botulinum toxin type A (BoNT-A) injections (with additional periurethral injection [PUI] of BoNT-A) for the treatment of interstitial cystitis/bladder pain syndrome (IC/BPS). METHODS: This single-center, retrospective cohort study included 52 adult female patients with IC/BPS, with 24 patients receiving conventional BoNT-A injections and 28 receiving modified BoNT-A injections. The primary outcome measure was patient-reported global response assessment. Secondary outcomes included daytime frequency, nocturia, number of urinary urgency episodes in the voiding diary, pain visual analog score, O'Leary-Sant interstitial cystitis symptom index and interstitial cystitis problem index, pelvic pain and urgency/frequency scores, risk factors for recurrence, and postoperative recurrence-free time. RESULTS: The median duration of follow-up was 16.0 months (interquartile range 11.75-21 months). Patients who underwent modified BoNT-A injections showed significant improvement in postoperative global response assessment, symptom questionnaires, and pain assessment compared with those who underwent conventional surgery. A statistically significant difference was observed between the 2 groups in terms of recurrence-free time (12.5 vs 18.0 months, P = .02). Subgroup analysis suggested that additional PUI of BoNT-A was more effective in patients with combined severe periurethral pain. No serious complications occurred in both groups, and all minor postoperative complications were temporary. CONCLUSION: Modified BoNT-A injection is an effective treatment for IC/BPS that significantly reduces pain and improves voiding symptoms. It is particularly effective in patients with combined periurethral pain. In such patients, PUI of BoNT-A should be added to the routine intravesical injection of BoNT-A.


Asunto(s)
Toxinas Botulínicas Tipo A , Cistitis Intersticial , Humanos , Toxinas Botulínicas Tipo A/administración & dosificación , Cistitis Intersticial/tratamiento farmacológico , Cistitis Intersticial/complicaciones , Femenino , Estudios Retrospectivos , Persona de Mediana Edad , Adulto , Fármacos Neuromusculares/administración & dosificación , Administración Intravesical , Resultado del Tratamiento , Estudios de Cohortes , Dimensión del Dolor , Anciano
11.
Biomed Pharmacother ; 174: 116522, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38565055

RESUMEN

In recent decades, there has been a surge in the approval of monoclonal antibodies for treating a wide range of hematological and solid malignancies. These antibodies exhibit exceptional precision in targeting the surface antigens of tumors, heralding a groundbreaking approach to cancer therapy. Nevertheless, monoclonal antibodies alone do not show sufficient lethality against cancerous cells compared to chemotherapy. Consequently, a new class of anti-tumor medications, known as antibody-drug conjugates (ADCs), has been developed to bridge the divide between monoclonal antibodies and cytotoxic drugs, enhancing their therapeutic potential. ADCs are chemically synthesized by binding tumor-targeting monoclonal antibodies with cytotoxic payloads through linkers that are susceptible to cleavage by intracellular proteases. They combined the accurate targeting of monoclonal antibodies with the potent efficacy of cytotoxic chemotherapy drugs while circumventing systemic toxicity and boasting superior lethality over standalone targeted drugs. The human epidermal growth factor receptor (HER) family, which encompasses HER1 (also known as EGFR), HER2, HER3, and HER4, plays a key role in regulating cellular proliferation, survival, differentiation, and migration. HER2 overexpression in various tumors is one of the most frequently targeted antigens for ADC therapy in HER2-positive cancers. HER2-directed ADCs have emerged as highly promising treatment modalities for patients with HER2-positive cancers. This review focuses on three approved anti-HER2 ADCs (T-DM1, DS-8201a, and RC48) and reviews ongoing clinical trials and failed trials based on anti-HER2 ADCs. Finally, we address the notable challenges linked to ADC development and underscore potential future avenues for tackling these hurdles.


Asunto(s)
Inmunoconjugados , Neoplasias , Receptor ErbB-2 , Humanos , Inmunoconjugados/uso terapéutico , Inmunoconjugados/farmacología , Neoplasias/tratamiento farmacológico , Receptor ErbB-2/metabolismo , Receptor ErbB-2/antagonistas & inhibidores , Receptor ErbB-2/inmunología , Animales , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico
12.
Diagnostics (Basel) ; 14(5)2024 Feb 21.
Artículo en Inglés | MEDLINE | ID: mdl-38472940

RESUMEN

Bladder cancer (BCa) is a significant health issue and poses a healthcare burden on patients, highlighting the importance of an effective detection method. Here, we developed a urine DNA methylation diagnostic panel for distinguishing between BCa and non-BCa. In the discovery stage, an analysis of the TCGA database was conducted to identify BCa-specific DNA hypermethylation markers. In the validation phase, DNA methylation levels of urine samples were measured with real-time quantitative methylation-specific PCR (qMSP). Comparative analysis of the methylation levels between BCa and non-BCa, along with the receiver operating characteristic (ROC) analyses with machine learning algorithms (logistic regression and decision tree methods) were conducted to develop practical diagnostic panels. The performance evaluation of the panel shows that the individual biomarkers of ZNF671, OTX1, and IRF8 achieved AUCs of 0.86, 0.82, and 0.81, respectively, while the combined yielded an AUC of 0.91. The diagnostic panel using the decision tree algorithm attained an accuracy, sensitivity, and specificity of 82.6%, 75.0%, and 90.9%, respectively. Our results show that the urine-based DNA methylation diagnostic panel provides a sensitive and specific method for detecting and stratifying BCa, showing promise as a standard test that could enhance the diagnosis and prognosis of BCa in clinical settings.

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