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1.
Front Oncol ; 13: 1166047, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37731630

RESUMO

Objective: The aim of this study was to quantify radiomic changes in prostate cancer (PCa) progression on serial MRI among patients on active surveillance (AS) and evaluate their association with pathologic progression on biopsy. Methods: This retrospective study comprised N = 121 biopsy-proven PCa patients on AS at a single institution, of whom N = 50 at baseline conformed to the inclusion criteria. ISUP Gleason Grade Groups (GGG) were obtained from 12-core TRUS-guided systematic biopsies at baseline and follow-up. A biopsy upgrade (AS+) was defined as an increase in GGG (or in number of positive cores) and no upgrade (AS-) was defined when GGG remained the same during a median period of 18 months. Of N = 50 patients at baseline, N = 30 had MRI scans available at follow-up (median interval = 18 months) and were included for delta radiomic analysis. A total of 252 radiomic features were extracted from the PCa region of interest identified by board-certified radiologists on 3T bi-parametric MRI [T2-weighted (T2W) and apparent diffusion coefficient (ADC)]. Delta radiomic features were computed as the difference of radiomic feature between baseline and follow-up scans. The association of AS+ with age, prostate-specific antigen (PSA), Prostate Imaging Reporting and Data System (PIRADS v2.1) score, and tumor size was evaluated at baseline and follow-up. Various prediction models were built using random forest (RF) classifier within a threefold cross-validation framework leveraging baseline radiomics (Cbr), baseline radiomics + baseline clinical (Cbrbcl), delta radiomics (CΔr), delta radiomics + baseline clinical (CΔrbcl), and delta radiomics + delta clinical (CΔrΔcl). Results: An AUC of 0.64 ± 0.09 was obtained for Cbr, which increased to 0.70 ± 0.18 with the integration of clinical variables (Cbrbcl). CΔr yielded an AUC of 0.74 ± 0.15. Integrating delta radiomics with baseline clinical variables yielded an AUC of 0.77 ± 0.23. CΔrΔclresulted in the best AUC of 0.84 ± 0.20 (p < 0.05) among all combinations. Conclusion: Our preliminary findings suggest that delta radiomics were more strongly associated with upgrade events compared to PIRADS and other clinical variables. Delta radiomics on serial MRI in combination with changes in clinical variables (PSA and tumor volume) between baseline and follow-up showed the strongest association with biopsy upgrade in PCa patients on AS. Further independent multi-site validation of these preliminary findings is warranted.

2.
Eur J Radiol Open ; 10: 100496, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37396490

RESUMO

Background: around one third of clinically significant prostate cancer (CsPCa) foci are reported to be MRI non-visible (MRI─). Objective: To quantify the differences between MR visible (MRI+) and MRI─ CsPCa using intra- and peri-lesional radiomic features on bi-parametric MRI (bpMRI). Methods: This retrospective and multi-institutional study comprised 164 patients with pre-biopsy 3T prostate multi-parametric MRI from 2014 to 2017. The MRI─ CsPCa referred to lesions with PI-RADS v2 score < 3 but ISUP grade group > 1. Three experienced radiologists were involved in annotating lesions and PI-RADS assignment. The validation set (Dv) comprised 52 patients from a single institution, the remaining 112 patients were used for training (Dt). 200 radiomic features were extracted from intra-lesional and peri-lesional regions on bpMRI.Logistic regression with least absolute shrinkage and selection operator (LASSO) and 10-fold cross-validation was applied on Dt to identify radiomic features associated with MRI─ and MRI+ CsPCa to generate corresponding risk scores RMRI─ and RMRI+. RbpMRI was further generated by integrating RMRI─ and RMRI+. Statistical significance was determined using the Wilcoxon signed-rank test. Results: Both intra-lesional and peri-lesional bpMRI Haralick and CoLlAGe radiomic features were significantly associated with MRI─ CsPCa (p < 0.05). Intra-lesional ADC Haralick and CoLlAGe radiomic features were significantly different among MRI─ and MRI+ CsPCa (p < 0.05). RbpMRI yielded the highest AUC of 0.82 (95 % CI 0.72-0.91) compared to AUCs of RMRI+ 0.76 (95 % CI 0.63-0.89), and PI-RADS 0.58 (95 % CI 0.50-0.72) on Dv. RbpMRI correctly reclassified 10 out of 14 MRI─ CsPCa on Dv. Conclusion: Our preliminary results demonstrated that both intra-lesional and peri-lesional bpMRI radiomic features were significantly associated with MRI─ CsPCa. These features could assist in CsPCa identification on bpMRI.

3.
Cancer Causes Control ; 34(6): 521-531, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36882598

RESUMO

PURPOSE: Previous literature shows that more bladder cancer patients overall die from causes other than the primary malignancy. Given known disparities in bladder cancer outcomes by race and sex, we aimed to characterize differences in cause-specific mortality for bladder cancer patients by these demographics. METHODS: We identified 215,252 bladder cancer patients diagnosed with bladder cancer from 2000 to 2017 in the SEER 18 database. We calculated cumulative incidence of death from seven causes (bladder cancer, COPD, diabetes, heart disease, external, other cancer, other) to assess differences in cause-specific mortality between race and sex subgroups. We used multivariable Cox proportional hazards regression and Fine-Gray competing risk models to compare risk of bladder cancer-specific mortality between race and sex subgroups overall and stratified by cancer stage. RESULTS: 17% of patients died from bladder cancer (n = 36,923), 30% died from other causes (n = 65,076), and 53% were alive (n = 113,253). Among those who died, the most common cause of death was bladder cancer, followed by other cancer and diseases of the heart. All race-sex subgroups were more likely than white men to die from bladder cancer. Compared to white men, white women (HR: 1.20, 95% CI: 1.17-1.23) and Black women (HR: 1.57, 95% CI: 1.49-1.66) had a higher risk of dying from bladder cancer, overall and stratified by stage. CONCLUSION: Among bladder cancer patients, death from other causes especially other cancer and heart disease contributed a large proportion of mortality. We found differences in cause-specific mortality by race-sex subgroups, with Black women having a particularly high risk of dying from bladder cancer.


Assuntos
Cardiopatias , Neoplasias da Bexiga Urinária , Masculino , Humanos , Feminino , Estados Unidos/epidemiologia , Causas de Morte , Modelos de Riscos Proporcionais , Programa de SEER , Neoplasias da Bexiga Urinária/epidemiologia
4.
Int J Impot Res ; 35(4): 1-5, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34992225

RESUMO

Testosterone Therapy (TTh) trends have changed as a result of clinical research and market forces over the past several years. Understanding the trends or preferences regarding testosterone prescriptions remains unknown. Our objective was to assess both regional and national trends in TTh prescriptions amongst medical specialties within the United States between 2013 and 2017. Publicly available data from the Center for Medicare and Medicaid Services (CMS) Part D Prescriber database with regards to TTh prescriptions across a 5-year span (January 1, 2013-December 31, 2017) were analyzed. TTh therapies were consolidated into four categories: Topical, Oral, Injection and Pellet. Statistical analysis utilizing R 4.0.2 was performed on the resulting data. Trends in prescription modality claim count and cost were plotted over the study period while statistical analysis evaluated associations between TTh modality and medical specialist. We found that Endocrinologists and Urologists prescribed topical testosterone more than all other specialties (60.4% and 53.5%, respectively), while Family and Internal medicine physicians were more likely to prescribe injections (59.82% and 50.69%, respectively). Oral and pellet testosterone were rarely prescribed across all specialties. In conclusion, the wide variation in modalities of testosterone prescriptions illustrates an opportunity for treatment guidelines to be streamlined across all specialists to improve patient outcomes.


Assuntos
Medicina , Testosterona , Idoso , Humanos , Estados Unidos , Testosterona/uso terapêutico , Medicare , Centers for Medicare and Medicaid Services, U.S. , Prescrições
5.
Eur Urol Focus ; 9(4): 669-680, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-36566099

RESUMO

BACKGROUND: While microbiome and host regulation contribute independently to many disease states, it is unclear how circumcision in pediatric population influences subsequent changes in penile microbiome. OBJECTIVE: Our study aims to analyze jointly paired taxonomic profiles and assess pathways implicated in inflammation, barrier protection, and energy metabolism. DESIGN, SETTING, AND PARTICIPANTS: We analyzed 11 paired samples, periurethral collection, before and after circumcision, to generate microbiome and mycobiome profiling. Sample preparation of 16S ribosomal RNA and internal transcribed spacer sequencing was adapted from the methods developed by the National Institutes of Health Human Microbiome Project. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: We obtained the predictive functional attributes of the microbial communities between samples using Silva-Tax4Fun and the Greengenes-Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt) approach. The predictive functioning of the microbial communities was determined by linearly combining the normalized taxonomic abundances into the precomputed association matrix of Kyoto Encyclopedia of Genes and Genomes orthology reference profiles. RESULTS AND LIMITATIONS: Several notable microbiome and mycobiome compositional differences were observed between pre- and postcircumcision patients. Pairwise comparisons across taxa revealed a significant decrease (p < 0.05, false discovery rate corrected) of microbiome organisms (Clostridiales, Bacteroidales, and Campylobacterales) and mycobiome (Saccharomycetales and Pleosporales) following circumcision. A total of 14 pathways were found to differ in abundance between the pre- and postcircumcision groups (p < 0.005, false discovery rate <0.1 and linear discriminant analysis score >3; five enriched and nine depleted). The pathways reduced after circumcision were mostly involved with amino acid and glucose metabolism, while pathways prior to circumcision were enriched in genetic information processing and transcription processes. As expected, enrichment in methyl-accepting chemotaxis protein, an integral membrane protein involved in directed motility of microbes to chemical cues and environment, occurred prior to circumcision, while the filamentous hemagglutinin pathway (a strong immunogenic protein) was depleted after circumcision CONCLUSIONS: Our results offer greater insight into the host-microbiota relationship of penile circumcision and may serve to lay the groundwork for future studies focused on drivers of inflammation, infection, and oncogenesis. PATIENT SUMMARY: Our study showed a significant reduction in bacteria and fungi after circumcision, particularly anaerobic bacteria, which are known to be potential inducers of inflammation and cancer. This is the first study of its kind showing the changes in microbiome after circumcision, and some of the changes that occur in healthy infants after circumcision that may explain the differences in cancer and inflammatory disorders in adulthood.


Assuntos
Microbioma Gastrointestinal , Microbiota , Micobioma , Estados Unidos , Masculino , Lactente , Humanos , Criança , Filogenia , Microbiota/genética , Inflamação
6.
Can J Urol ; 29(3): 11170-11174, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35691039

RESUMO

INTRODUCTION: Patients undergoing cystectomy for bladder cancer are at an increased risk for Clostridium difficile infection (CDI) due to prolonged antibiotics and underlying comorbidities. We aim to evaluate CDI risk factors in cystectomy patients. MATERIALS AND METHODS: Utilizing National Surgical Quality Improvement Program (NSQIP), patients undergoing cystectomy with diagnosis of bladder cancer between 2015-2017 were included. Baseline demographics including age, sex, comorbidities, and preoperative labs were collected. Univariate and multivariable logistic regression were used to evaluate risk factors for and complications of CDI during the index hospitalization. RESULTS: There were a total of 6,432 patients included in the analysis, with 6,242 (96%) and 190 (4%) in the non-CDI vs. CDI groups, respectively. Patients with a diagnosis of postoperative CDI were more likely to be female [4.09% vs. 2.71%, p = 0.001] and have lower preoperative albumin [3.78 g/dL (0.52) vs. 3.92 g/dL (0.48), p = 0.003]. Patients with a history of female sex (OR 1.46, p = 0.03), neobladder (OR 1.57, p = 0.01), and low preoperative albumin (OR 1.45, p = 0.04) were at the highest risk for development of CDI postoperatively. Patients with a diagnosis of CDI were more likely to experience readmission within 30 days (31.1% vs. 19.2%, p < 0.001). CONCLUSION: Utilizing the NSQIP database, we identified predictors for development of CDI in cystectomy patients. Female sex, continent diversion, and low preoperative albumin all significantly increased the rate of CDI. While our findings are retrospective, they are compelling enough to warrant further prospective investigation.


Assuntos
Infecções por Clostridium , Neoplasias da Bexiga Urinária , Albuminas , Infecções por Clostridium/epidemiologia , Infecções por Clostridium/etiologia , Infecções por Clostridium/cirurgia , Cistectomia/efeitos adversos , Feminino , Humanos , Masculino , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/cirurgia , Melhoria de Qualidade , Estudos Retrospectivos , Fatores de Risco , Neoplasias da Bexiga Urinária/cirurgia
7.
Front Oncol ; 12: 841801, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35669420

RESUMO

Objective: To derive and evaluate the association of prostate shape distension descriptors from T2-weighted MRI (T2WI) with prostate cancer (PCa) biochemical recurrence (BCR) post-radical prostatectomy (RP) independently and in conjunction with texture radiomics of PCa. Methods: This retrospective study comprised 133 PCa patients from two institutions who underwent 3T-MRI prior to RP and were followed up with PSA measurements for ≥3 years. A 3D shape atlas-based approach was adopted to derive prostate shape distension descriptors from T2WI, and these descriptors were used to train a random forest classifier (CS ) to predict BCR. Texture radiomics was derived within PCa regions of interest from T2WI and ADC maps, and another machine learning classifier (CR ) was trained for BCR. An integrated classifier CS + R was then trained using predictions from CS and CR . These models were trained on D1 (N = 71, 27 BCR+) and evaluated on independent hold-out set D2 (N = 62, 12 BCR+). CS + R was compared against pre-RP, post-RP clinical variables, and extant nomograms for BCR-free survival (bFS) at 3 years. Results: CS + R resulted in a higher AUC (0.75) compared to CR (0.70, p = 0.04) and CS (0.69, p = 0.01) on D2 in predicting BCR. On univariable analysis, CS + R achieved a higher hazard ratio (2.89, 95% CI 0.35-12.81, p < 0.01) compared to other pre-RP clinical variables for bFS. CS + R , pathologic Gleason grade, extraprostatic extension, and positive surgical margins were associated with bFS (p < 0.05). CS + R resulted in a higher C-index (0.76 ± 0.06) compared to CAPRA (0.69 ± 0.09, p < 0.01) and Decipher risk (0.59 ± 0.06, p < 0.01); however, it was comparable to post-RP CAPRA-S (0.75 ± 0.02, p = 0.07). Conclusions: Radiomic shape descriptors quantifying prostate surface distension complement texture radiomics of prostate cancer on MRI and result in an improved association with biochemical recurrence post-radical prostatectomy.

8.
J Adv Pract Oncol ; 13(2): 121-126, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35369398

RESUMO

Background: Music is a safe and cost-effective intervention that can reduce postoperative pain and anxiety. We investigated the effects of music therapy on postoperative recovery in patients undergoing robotic-assisted laparoscopic prostatectomy (RALP). Methods: Subjects were males 18 years and older undergoing RALP at a single tertiary care institution. Patients were randomized to music or control groups. The music group received 30 minutes of music in the recovery area and on postoperative day (POD) 1, while the control group was not provided postoperative music. Inpatient narcotic use (morphine milligram equivalent, or MME) and outpatient narcotic use were measured, and the State-Trait Anxiety Inventory (STAI) survey was completed on POD 1 and POD 7 by an inpatient advanced practitioner (AP). T-test and Chi-square were used to compare the groups. Linear regression was used to adjust for age, blood loss, and inpatient MME. Results: A total of 40 patients were prospectively recruited. There was no statistically significant difference in the hourly MME (2.06 [0.71-3.17] vs. 1.55 [0.83-3.37]) or total MME (49.52 [17-76] vs. 37.25 [20-69]) used in the music vs. non-music arms, respectively. Evaluation of STAI questionnaire revealed no overall differences in anxiety levels among the two groups on POD 1 or POD 7. After adjusting for age, blood loss, and inpatient MME use, patients assigned to the music intervention had a 26% reduction in post-hospitalization use. Conclusion: Our prospective randomized study suggests that music can be an AP-driven adjunct to facilitate postoperative patient comfort and reduce narcotic use upon discharge in prostate cancer patients.

9.
Urology ; 165: 36-43, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35192863

RESUMO

OBJECTIVE: To present a recent clinical case of Skene's gland carcinoma and review all published literature of Skene's gland malignancy with associated treatment and outcomes. METHODS: We review a new case of metastatic Skene's gland adenocarcinoma. We then performed a systematic search of PubMed and Ovid-Medline through December 2021 and retrieved English language articles for review. Peer-reviewed articles were deemed eligible if they included patients with Skene's gland malignancy. Reports were reviewed for pathologic accuracy, patient characteristics, clinical presentation, tumor pathology, treatment and outcome. RESULTS: We reviewed 211 articles and included 15 cases from 1974 to 2022. The median patient age was 71 years (range 46-88). The most common presentation was an asymptomatic periurethral or urethral lesion in five cases (33.3%), followed by hematuria or vaginal bleeding in three patients (20.0%). In eight cases, a prostate-specific antigen was measured and found to be elevated, range 0.8-60.8 ng/mL. Treatment approaches varied and included local excision in eight cases, radical surgical resection in two cases, radiation therapy in two cases, and adjunctive androgen deprivation therapy in one case. Pathology was consistent with adenocarcinoma resembling prostate in all cases. In all cases tested, prostate-specific antigen normalized after definitive therapy of any type. Median follow up was 11.5 months, and there were no cases of recurrence or mortality secondary to Skene's gland adenocarcinoma. CONCLUSION: There are 15 published cases of a Skene's gland malignancy, all adenocarcinoma resembling prostate. Local excision is most often utilized for treatment, with androgen deprivation therapy emerging as a new treatment consideration.


Assuntos
Adenocarcinoma , Neoplasias da Próstata , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adenocarcinoma/patologia , Antagonistas de Androgênios , Androgênios , Antígeno Prostático Específico
10.
Pediatr Emerg Care ; 38(2): e876-e880, 2022 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-33848099

RESUMO

OBJECTIVES: Injuries are the leading cause of morbidity and mortality in children ages 1 to 18 years. There are limited studies about pediatric thoracolumbar (TL) spinal injuries; the purpose of this study was to characterize TL spinal injuries among pediatric patients evaluated in US trauma centers. METHODS: This was a retrospective cohort study of the National Trauma Data Bank. Patients aged 1 to 18 years with a thoracic or lumbar spinal injury sustained by blunt trauma during calendar years 2011 through 2016 were included. Cervical spinal injuries, death before arrival, or penetrating trauma were excluded. The data was abstracted, and missing data was addressed by imputations. Data was analyzed using descriptive statistics and multinomial logistic regressions. RESULTS: A total of 20,062 patients were included in the study. Thoracolumbar spinal injuries were more commonly sustained by 16- to 17-year-olds (45.7%), boys (56.6%), and White (74.8%). The injuries were often from a motor vehicle collision (MVC) (55.2%) and resulted in a bone injury (82.3%). Mechanism of injury and age were significant in predicting injury type. A fall was more likely than MVC to result in disc injury (odds ratio [OR], 1.70; 95% confidence interval [CI], 1.24-2.33), strain injury (OR, 1.18; 95% CI, 1.05-1.34), or cord injury (OR, 1.27; 95% CI, 1.12-1.45). Younger children were more likely than adolescents to present with disc injury (OR, 2.79; 95% CI, 1.75-4.45), cord injury (OR, 1.46; 95% CI, 1.18-1.81), or strain injury (OR, 1.37; 95% CI, 1.09-1.72). CONCLUSIONS: To our knowledge, this is the largest pediatric TL spinal study. Clinicians should consider TL spinal injuries when adolescents present after an MVC, and specifically, TL spinal cord injuries when young children present after a fall. Additionally, pediatric TL spinal injury prevention should highlight motor vehicle and fall safety.


Assuntos
Traumatismos da Medula Espinal , Traumatismos da Coluna Vertebral , Ferimentos não Penetrantes , Acidentes de Trânsito , Adolescente , Criança , Pré-Escolar , Humanos , Lactente , Masculino , Estudos Retrospectivos , Traumatismos da Medula Espinal/epidemiologia , Traumatismos da Medula Espinal/etiologia , Traumatismos da Coluna Vertebral/epidemiologia , Centros de Traumatologia , Estados Unidos/epidemiologia , Ferimentos não Penetrantes/epidemiologia
11.
Urology ; 165: 98-105, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-34813833

RESUMO

OBJECTIVE: To characterize the epidemiological profile of metastatic bladder cancer (BC) and assess mortality rate with respect to race and gender across the three most common histologies of bladder cancer-Transitional Cell Carcinoma, Adenocarcinoma, and SCC (Squamous Cell Carcinoma). MATERIALS AND METHODS: The Surveillance, Epidemiology, and End Results Program database (2000-2017) was queried for all metastatic bladder cancer patients at presentation. Our primary exposure consists of four race/gender combinations. One-way ANOVA and Chi-square tests compared categorical and continuous variables across the exposure variable, respectively. Univariable and multivariable Cox proportional hazards regression analyses were used to examine the association between race/gender combinations and the overall and cancer specific survival adjusting for the other variables. RESULTS: A total of 312,846 bladder cancer patients, 6337 with distant metastases and 11,446 with regional metastases were evaluated. Black female cancer specific survival in metastatic disease was disproportionally lower compared to all race/gender for Transitional Cell Carcinoma 4.3% (95% CI: 1.6-8.9), SCC 2.6% (95% CI: 0.2-11.8), and Adenocarcinoma 6.4% (0.4%-25%). In regional metastastatic disease, worse cancer specific mortality was associated with identifying as a Black Female (aHR 1.17, P = .023), SCC (aHR 1.8, P <.001), increasing age (aHR 1.3, P <.001), and poorly differentiated grade (aHR 2.01, P <.001). CONCLUSION: Black females experience excess mortality in overall and cancer oncologic outcomes in metastatic BC. Our findings contribute to the body of research warranting examination of the impact of social determinants of health and provider decisions on BC survivorship and contribute to physician decision making in the treatment and surveillance of bladder cancer.


Assuntos
Adenocarcinoma , Carcinoma de Células Escamosas , Carcinoma de Células de Transição , Neoplasias da Bexiga Urinária , Adenocarcinoma/patologia , Carcinoma de Células Escamosas/patologia , Carcinoma de Células de Transição/patologia , Distribuição de Qui-Quadrado , Feminino , Humanos , Estadiamento de Neoplasias , Taxa de Sobrevida , Neoplasias da Bexiga Urinária/patologia
12.
Lancet Digit Health ; 3(7): e445-e454, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34167765

RESUMO

BACKGROUND: Biparametric MRI (comprising T2-weighted MRI and apparent diffusion coefficient maps) is increasingly being used to characterise prostate cancer. Although previous studies have combined Prostate Imaging-Reporting & Data System (PI-RADS)-based MRI findings with routinely available clinical variables and with deep learning-based imaging predictors, respectively, for prostate cancer risk stratification, none have combined all three. We aimed to construct an integrated nomogram (referred to as ClaD) combining deep learning-based imaging predictions, PI-RADS scoring, and clinical variables to identify clinically significant prostate cancer on biparametric MRI. METHODS: In this retrospective multicentre study, we included patients with prostate cancer, with histopathology or biopsy reports and a screening or diagnostic MRI scan in the axial view, from four cohorts in the USA (from University Hospitals Cleveland Medical Center, Icahn School of Medicine at Mount Sinai, Cleveland Clinic, and Long Island Jewish Medical Center) and from the PROSTATEx Challenge dataset in the Netherlands. We constructed an integrated nomogram combining deep learning, PI-RADS score, and clinical variables (prostate-specific antigen, prostate volume, and lesion volume) using multivariable logistic regression to identify clinically significant prostate cancer on biparametric MRI. We used data from the first three cohorts to train the nomogram and data from the remaining two cohorts for independent validation. We compared the performance of our ClaD integrated nomogram with that of integrated nomograms combining clinical variables with either the deep learning-based imaging predictor (referred to as DIN) or PI-RADS score (referred to as PIN) using area under the receiver operating characteristic curves (AUCs). We also compared the ability of the nomograms to predict biochemical recurrence on a subset of patients who had undergone radical prostatectomy. We report cross-validation AUCs as means for the training set and used AUCs with 95% CIs to assess the performance on the test set. The difference in AUCs between the models were tested for statistical significance using DeLong's test. We used log-rank tests and Kaplan-Meier curves to analyse survival. FINDINGS: We investigated 592 patients (823 lesions) with prostate cancer who underwent 3T multiparametric MRI at five hospitals in the USA between Jan 8, 2009, and June 3, 2017. The training data set consisted of 368 patients from three sites (the PROSTATEx Challenge cohort [n=204], University Hospitals Cleveland Medical Center [n=126], and Icahn School of Medicine at Mount Sinai [n=38]), and the independent validation data set consisted of 224 patients from two sites (Cleveland Clinic [n=151] and Long Island Jewish Medical Center [n=73]). The ClaD clinical nomogram yielded an AUC of 0·81 (95% CI 0·76-0·85) for identification of clinically significant prostate cancer in the validation data set, significantly improving performance over the DIN (0·74 [95% CI 0·69-0·80], p=0·0005) and PIN (0·76 [0·71-0·81], p<0·0001) nomograms. In the subset of patients who had undergone radical prostatectomy (n=81), the ClaD clinical nomogram resulted in a significant separation in Kaplan-Meier survival curves between patients with and without biochemical recurrence (HR 5·92 [2·34-15·00], p=0·044), whereas the DIN (1·22 [0·54-2·79], p=0·65) and PIN nomograms did not (1·30 [0·62-2·71], p=0·51). INTERPRETATION: Risk stratification of patients with prostate cancer using the integrated ClaD nomogram could help to identify patients with prostate cancer who are at low risk, very low risk, and favourable intermediate risk, who might be candidates for active surveillance, and could also help to identify patients with lethal prostate cancer who might benefit from adjuvant therapy. FUNDING: National Cancer Institute of the US National Institutes of Health, National Institute for Biomedical Imaging and Bioengineering, National Center for Research Resources, US Department of Veterans Affairs Biomedical Laboratory Research and Development Service, US Department of Defense, US National Institute of Diabetes and Digestive and Kidney Diseases, The Ohio Third Frontier Technology Validation Fund, Case Western Reserve University, Dana Foundation, and Clinical and Translational Science Collaborative.


Assuntos
Aprendizado Profundo , Imageamento por Ressonância Magnética Multiparamétrica , Nomogramas , Neoplasias da Próstata/diagnóstico por imagem , Sistemas de Dados , Humanos , Masculino , Projetos de Pesquisa , Estudos Retrospectivos
13.
Int Urogynecol J ; 32(8): 2021-2031, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34050771

RESUMO

INTRODUCTION AND HYPOTHESIS: While approximately 225,000 pelvic organ prolapse (POP) surgeries are performed annually in the US, there is no consensus on the optimal route for pelvic support for the initial treatment of uterovaginal prolapse (UVP). Our objective is to compare the outcomes of abdominal sacrocolpopexy (ASC) to vaginal pelvic support (VPS) with either uterosacral ligament suspension (USLS) or sacrospinous ligament fixation (SSF) in combination with hysterectomy for treating apical prolapse. METHODS: A systematic search was performed through March 2021. Studies comparing ASC with VPS for treatment of UVP were included in the review. The primary outcome was the rate of overall anatomic prolapse failure per studies' definition. Secondary outcomes included evaluating isolated recurrent vaginal wall prolapse, postoperative POP-Q points, total vaginal length (TVL), and Pelvic Floor Distress Inventory (PFDI-20) scores. Random effect analyses were generated utilizing R 4.0.2. RESULTS: Out of 4225 total studies, 4 met our inclusion criteria, including 226 patients in the ASC group and 199 patients in the VPS group. ASC was not found to be associated with a higher rate of vaginal wall prolapse recurrence (OR = 0.6; 95% CI = 0.2-2.4; P = 0.33). There was no significant difference between groups for anterior or apical vaginal wall prolapse recurrence (P = 0.58 and P = 0.97, respectively). ASC was associated with significantly longer TVL (mean difference [MD]: 1.01; 95% CI = 0.33-1.70; P = 0.02) and better POP-Q Ba scores [MD = -0.23; 95% CI = -0.37; -0.10; P = 0.01]. CONCLUSIONS: ASC and vaginal pelvic support (either USLS or SSF) have comparable anatomical outcomes. However, weak evidence of a difference in TVL and Ba was found. The strength of the evidence in this study is based on the small number of observational studies. A large, randomized trial is highly warranted.


Assuntos
Prolapso de Órgão Pélvico , Prolapso Uterino , Feminino , Procedimentos Cirúrgicos em Ginecologia , Humanos , Histerectomia , Histerectomia Vaginal , Ligamentos/cirurgia , Estudos Observacionais como Assunto , Prolapso de Órgão Pélvico/cirurgia , Peritônio , Resultado do Tratamento , Prolapso Uterino/cirurgia
14.
Can Urol Assoc J ; 15(11): E574-E581, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33999804

RESUMO

INTRODUCTION: We aimed to evaluate opioid prescribing patterns of urologists across the United States (U.S.) and the District of Columbia (D.C.) using publicly available data from Medicare Part D. Our secondary analysis was to identify any loco-regional trends that may exist within the U.S. METHODS: We queried publicly reported information from the Part D prescriber database, which is compiled from beneficiaries enrolled within the Medicare Part D prescription drug program. Only providers with the specialty description of urologist were included in this study. RESULTS: Between 2013 and 2017, a five-year average of 452 901 opioid claims by 9640 urologists - amounting to $5 357 114 USD and comprising 3.78% of all claims made - were identified. The state of Maine featured the highest percentage of opioid claims in relation to all claims (5.81%). West Virginia had the greatest average total opioid claims per provider (90), while Michigan featured the highest average proportion of opioid claims per provider (10.63%). The fewest opioid claims were processed within the Mid-Atlantic and New England regions. CONCLUSIONS: A multitude of factors likely contributes to variability between states. Urologists should be increasingly aware of their individual prescription tendencies and use available drug monitoring programs to reduce unnecessary prescriptions, all while providing more targeted and appropriate pain management.

15.
Prostate Cancer Prostatic Dis ; 24(2): 507-513, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33483626

RESUMO

BACKGROUND: To assess whether prior interventional treatment for benign prostatic hyperplasia (BPH) influences oncologic or functional outcomes following primary whole-gland prostate cryoablation. METHODS: Among 3831 men with prostate cancer who underwent primary whole-gland prostate cryoablation, we identified 160 with a history of prior BPH interventional therapy including transurethral needle ablation (n = 6), transurethral microwave thermotherapy (n = 9), or transurethral resection of the prostate (n = 145). Patients with a history of medically treated or unspecified BPH therapy were excluded from the study. Oncological and functional outcomes were compared between men with and without prior BPH interventional therapy. RESULTS: In unadjusted analyses, prior interventional BPH therapy was associated with higher risks of postoperative urinary retention (17.5% vs. 9.6%, p = 0.001) and new-onset urinary incontinence (39.9% vs. 19.4%, p > 0.001) compared with no prior therapy. Interventional BPH therapy was not correlated with the risk of developing a rectourethral fistula (p = 0.84) or new-onset erectile dysfunction (ED) at 12 months (p = 0.08) following surgery. On multivariable regression, prior interventional BPH therapy was associated with increased risk of urinary retention (OR 1.9, 95%, p = 0.015) and new-onset urinary incontinence (OR 2.13, p < 0.001). The estimated 5 years Kaplan-Meier survival analysis showed no statistically significant difference (p = 0.3) in biochemical progression free survival between those who underwent interventional BPH therapy compared with those who did not. Local disease recurrence assessed by post cryoablation positive for-cause prostate biopsy showed no significant difference between the two groups (25.4% vs. 28.7%, p = 0.59). CONCLUSIONS: Prior interventional BPH therapy did not affect the oncologic outcomes nor did it increase the risk of rectourethral fistula or ED in sexually performing patients prior to cryosurgery. Prior interventional BPH therapy was associated with increased risk of urinary retention and incontinence after primary whole-gland prostate cryoablation for prostate cancer.


Assuntos
Criocirurgia/métodos , Cuidados Pré-Operatórios , Hiperplasia Prostática/cirurgia , Neoplasias da Próstata/cirurgia , Ressecção Transuretral da Próstata/métodos , Idoso , Seguimentos , Humanos , Masculino , Prognóstico , Estudos Prospectivos , Hiperplasia Prostática/patologia , Neoplasias da Próstata/patologia , Taxa de Sobrevida
16.
AJR Am J Roentgenol ; 217(4): 908-918, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-33336582

RESUMO

BACKGROUND. In-gantry MRI-guided biopsy (MRGB) of the prostate has been shown to be more accurate than other targeted prostate biopsy methods. However, the optimal number of cores to obtain during in-gantry MRGB remains undetermined. OBJECTIVE. The purpose of this study was to assess the diagnostic yield of obtaining an incremental number of cores from the primary lesion and of second lesion sampling during in-gantry MRGB of the prostate. METHODS. This retrospective study included 128 men with 163 prostate lesions who underwent in-gantry MRGB between 2016 and 2019. The men had a total of 163 lesions sampled with two or more cores, 121 lesions sampled with three or more cores, and 52 lesions sampled with four or more cores. A total of 40 men underwent sampling of a second lesion. Upgrade on a given core was defined as a greater International Society of Urological Pathology (ISUP) grade group (GG) relative to the previously obtained cores. Clinically significant prostate cancer (csPCa) was defined as ISUP GG 2 or greater. RESULTS. The frequency of any upgrade was 12.9% (21/163) on core 2 versus 10.7% (13/121) on core 3 (p = .29 relative to core 2) and 1.9% (1/52) on core 4 (p = .03 relative to core 3). The frequency of upgrade to csPCa was 7.4% (12/163) on core 2 versus 4.1% (5/121) on core 3 (p = .13 relative to core 2) and 0% (0/52) on core 4 (p = .07 relative to core 3). The frequency of upgrade on core 2 was higher for anterior lesions (p < .001) and lesions with a higher PI-RADS score (p = .007); the frequency of upgrade on core 3 was higher for apical lesions (p = .01) and lesions with a higher PI-RADS score (p = .01). Sampling of a second lesion resulted in an upgrade in a single patient (2.5%; 1/40); both lesions were PI-RADS category 4 and showed csPCa. CONCLUSION. When performing in-gantry MRGB of the prostate, obtaining three cores from the primary lesion is warranted to optimize csPCa diagnosis. Obtaining a fourth core from the primary lesion or sampling a second lesion has very low yield in upgrading cancer diagnoses. CLINICAL IMPACT. To reduce patient discomfort and procedure times, operators may refrain from obtaining more than three cores or second lesion sampling.


Assuntos
Biópsia com Agulha de Grande Calibre/métodos , Biópsia Guiada por Imagem/métodos , Imagem por Ressonância Magnética Intervencionista/métodos , Neoplasias da Próstata/diagnóstico por imagem , Neoplasias da Próstata/patologia , Idoso , Humanos , Masculino , Pessoa de Meia-Idade , Gradação de Tumores , Estudos Retrospectivos
17.
EBioMedicine ; 63: 103163, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33321450

RESUMO

BACKGROUND: We developed and validated an integrated radiomic-clinicopathologic nomogram (RadClip) for post-surgical biochemical recurrence free survival (bRFS) and adverse pathology (AP) prediction in men with prostate cancer (PCa). RadClip was further compared against extant prognostics tools like CAPRA and Decipher. METHODS: A retrospective study of 198 patients with PCa from four institutions who underwent pre-operative 3 Tesla MRI followed by radical prostatectomy, between 2009 and 2017 with a median 35-month follow-up was performed. Radiomic features were extracted from prostate cancer regions on bi-parametric magnetic resonance imaging (bpMRI). Cox Proportional-Hazards (CPH) model warped with minimum redundancy maximum relevance (MRMR) feature selection was employed to select bpMRI radiomic features for bRFS prediction in the training set (D1, N = 71). In addition, a bpMRI radiomic risk score (RadS) and associated nomogram, RadClip, were constructed in D1 and then compared against the Decipher, pre-operative (CAPRA), and post-operative (CAPRA-S) nomograms for bRFS and AP prediction in the testing set (D2, N = 127). FINDINGS: "RadClip yielded a higher C-index (0.77, 95% CI 0.65-0.88) compared to CAPRA (0.68, 95% CI 0.57-0.8) and Decipher (0.51, 95% CI 0.33-0.69) and was found to be comparable to CAPRA-S (0.75, 95% CI 0.65-0.85). RadClip resulted in a higher AUC (0.71, 95% CI 0.62-0.81) for predicting AP compared to Decipher (0.66, 95% CI 0.56-0.77) and CAPRA (0.69, 95% CI 0.59-0.79)." INTERPRETATION: RadClip was more prognostic of bRFS and AP compared to Decipher and CAPRA. It could help pre-operatively identify PCa patients at low risk of biochemical recurrence and AP and who therefore might defer additional therapy. FUNDING: The National Institutes of Health, the U.S. Department of Veterans Affairs, and the Department of Defense.


Assuntos
Diagnóstico por Imagem , Assistência Perioperatória , Neoplasias da Próstata/diagnóstico por imagem , Neoplasias da Próstata/mortalidade , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais , Tomada de Decisão Clínica , Diagnóstico por Imagem/métodos , Gerenciamento Clínico , Humanos , Estimativa de Kaplan-Meier , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia , Estadiamento de Neoplasias , Nomogramas , Seleção de Pacientes , Prognóstico , Prostatectomia , Neoplasias da Próstata/patologia , Neoplasias da Próstata/cirurgia , Estudos Retrospectivos , Fluxo de Trabalho
18.
Eur Radiol ; 31(3): 1336-1346, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32876839

RESUMO

OBJECTIVES: To explore the associations between T1 and T2 magnetic resonance fingerprinting (MRF) measurements and corresponding tissue compartment ratios (TCRs) on whole mount histopathology of prostate cancer (PCa) and prostatitis. MATERIALS AND METHODS: A retrospective, IRB-approved, HIPAA-compliant cohort consisting of 14 PCa patients who underwent 3 T multiparametric MRI along with T1 and T2 MRF maps prior to radical prostatectomy was used. Correspondences between whole mount specimens and MRI and MRF were manually established. Prostatitis, PCa, and normal peripheral zone (PZ) regions of interest (ROIs) on pathology were segmented for TCRs of epithelium, lumen, and stroma using two U-net deep learning models. Corresponding ROIs were mapped to T2-weighted MRI (T2w), apparent diffusion coefficient (ADC), and T1 and T2 MRF maps. Their correlations with TCRs were computed using Pearson's correlation coefficient (R). Statistically significant differences in means were assessed using one-way ANOVA. RESULTS: Statistically significant differences (p < 0.01) in means of TCRs and T1 and T2 MRF were observed between PCa, prostatitis, and normal PZ. A negative correlation was observed between T1 and T2 MRF and epithelium (R = - 0.38, - 0.44, p < 0.05) of PCa. T1 MRF was correlated in opposite directions with stroma of PCa and prostatitis (R = 0.35, - 0.44, p < 0.05). T2 MRF was positively correlated with lumen of PCa and prostatitis (R = 0.57, 0.46, p < 0.01). Mean T2 MRF showed significant differences (p < 0.01) between PCa and prostatitis across both transition zone (TZ) and PZ, while mean T1 MRF was significant (p = 0.02) in TZ. CONCLUSION: Significant associations between MRF (T1 in the TZ and T2 in the PZ) and tissue compartments on corresponding histopathology were observed. KEY POINTS: • Mean T2 MRF measurements and ADC within cancerous regions of interest dropped with increasing ISUP prognostic groups (IPG). • Mean T1 and T2 MRF measurements were significantly different (p < 0.001) across IPGs, prostatitis, and normal peripheral zone (NPZ). • T2 MRF showed stronger correlations in the peripheral zone, while T1 MRF showed stronger correlations in the transition zone with histopathology for prostate cancer.


Assuntos
Aprendizado Profundo , Neoplasias da Próstata , Prostatite , Imagem de Difusão por Ressonância Magnética , Epitélio , Humanos , Imageamento por Ressonância Magnética , Masculino , Neoplasias da Próstata/diagnóstico por imagem , Prostatite/diagnóstico por imagem , Estudos Retrospectivos
19.
Eur Urol Oncol ; 4(1): 84-92, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-31368436

RESUMO

BACKGROUND: While female gender is considered a protective determinant in the majority of cancers, outcomes in women diagnosed with bladder cancer have continued to show disproportional mortality when compared with men. OBJECTIVE: The aim of this retrospective propensity score-matched analysis was to evaluate the intra- and postoperative differences among genders, as well as to evaluate reproductive organ-preserving radical cystectomy (ROPRC) as compared with radical cystectomy (RC) as a potential confounder in female cystectomy patients. DESIGN, SETTING, AND PARTICIPANTS: Utilizing the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP), men and women undergoing a cystectomy between 2011 and 2017 were analyzed. In addition, females undergoing ROPRC and RC were analyzed for immediate postoperative outcomes. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Men and women undergoing a cystectomy were evaluated through propensity score matching (PSM) for baseline differences using a 1:1 caliper width of 0.2 to the nearest neighbor. Using multivariable logistic regression analysis, we evaluated differences in the risk of readmission, complications, and reoperation in the immediate postsurgical period in males and females. Similarly, differences were assessed in ROPRC and RC groups. RESULTS AND LIMITATIONS: We achieved a balance between males and females after PSM: 1263 males and 1263 females treated with cystectomy. The risks of readmission (adjusted odds ratio [aOR] 1.228 [1.005-1.510], p=0.045), superficial surgical site infection (aOR 1.507 [1.095-2.086], p=0.012), and transfusion (aOR 2.031 [1.713-2.411], p<0.001) were increased in females undergoing a cystectomy compared with males. No differences were observed in surgical outcomes in ovarian sparing/RC cohort. CONCLUSIONS: Using the 2011-2017 NSQIP database, we were able to demonstrate an increased rate of postoperative transfusion, readmission rate, and surgical site infection in females who underwent cystectomy. Our findings suggest that females experience an increased rate of complications in the immediate postoperative period. This may ultimately lead to worse oncologic outcomes in females after an RC. Lastly, we did not find any increased rate of complications in ROPRC as compared with RC. PATIENT SUMMARY: This study highlights differences in immediate postoperative outcomes between males and females undergoing cystectomy for bladder cancer. Some of these potential differences include higher risk of infection, transfusion, and readmission. These differences may predispose females to worse long-term outcomes. In addition, due to potential benefits of ovarian preservation in the recent literature, we also evaluated the risks and complications of ovarian sparing cystectomy. We found ovarian preservation to be a safe and feasible procedure in a highly selected group of patients.


Assuntos
Cistectomia , Melhoria de Qualidade , Cistectomia/efeitos adversos , Feminino , Humanos , Masculino , Complicações Pós-Operatórias/epidemiologia , Período Pós-Operatório , Pontuação de Propensão , Estudos Retrospectivos
20.
Urology ; 147: 299-305, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-32916190

RESUMO

OBJECTIVE: To validate the Martini staging system for postoperative rectourethral fistula (RUF) utilizing data from previous studies to determine whether it can accurately predict postoperative success rate. METHODS: A systematic search of peer-reviewed studies was conducted through January, 2020. The primary inclusion criteria for the studies were studies that evaluated outcomes based on the etiology of the fistula (ie, radiotherapy/ablation [RA] vs nonradiotherapy/ablation [NRA]). Martini RUF classification was utilized for the subgroup analysis. RESULTS: Out of 1948 papers, 7 studies with a total of 490 patients (251 in RA vs 239 NRA) were included in this study. Receiving RA increased the risk of permanent bowel diversion by 11.1 folds, eventual fistula recurrence by 9.1 folds, and post-op urinary incontinence (UI) by 2.6 folds. Similarly, compared to a Grade 0 fistula, a Grade I fistula increased the risk of permanent bowel diversion by 9.1 folds, fistula recurrence by 20 folds, and post-op UI by 2.7 folds. There were some valuable variables that were not captured by the Martini classification. CONCLUSION: Overall, the Martini classification system is efficacious in stratifying post-op complications from RUF repair based on the grade and etiology; however, it is limited in application. There is an opportunity for the development of more comprehensive staging systems in this domain.


Assuntos
Fístula Retal/classificação , Doenças Uretrais/classificação , Fístula Urinária/classificação , Humanos
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