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1.
J Urol ; 191(5): 1225-30, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24270130

RESUMO

PURPOSE: Clinical pathways are designed to reduce variability in patient care practices and improve clinical outcomes. We evaluated the effect of implementing a clinical care pathway on length of stay in patients undergoing kidney surgery. MATERIALS AND METHODS: After receiving institutional review board approval we evaluated prospective data on consecutive cases of partial and radical nephrectomy performed at our institution from 2000 to 2011. We identified 1,775 partial nephrectomies (1,449 open and 326 minimally invasive) and 1,025 radical nephrectomies (857 open and 168 minimally invasive). We used multivariate linear regression to test for an interaction between procedure type and surgery before vs after the clinical pathway was begun. RESULTS: Median length of stay decreased 40% (from 5 to 3 days) for open surgery and 33% (from 3 to 2 days) for minimally invasive surgery after clinical pathway implementation. Length of stay in patients treated with minimally invasive or open partial nephrectomy and open radical nephrectomy decreased while it remained stable in those who underwent minimally invasive radical nephrectomy. The difference in length of stay between open and minimally invasive partial nephrectomy before and after implementing the clinical pathway decreased by 1.5 days (95% CI 0.56-2.5, p = 0.002). At 30 days postoperatively major complication rates remained similar. CONCLUSIONS: The clinical pathway resulted in a significantly shorter length of stay in patients treated with partial and radical nephrectomy without a discernible impact on safety or quality of care. Clinical pathways for kidney surgery should be used and continually optimized to enhance efficiency, patient safety and outcomes.


Assuntos
Procedimentos Clínicos , Tempo de Internação/estatística & dados numéricos , Nefrectomia/métodos , Feminino , Humanos , Masculino , Procedimentos Cirúrgicos Minimamente Invasivos , Estudos Prospectivos
2.
J Urol ; 190(1): 159-64, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23391468

RESUMO

PURPOSE: We evaluated urine NGAL as a marker of acute kidney injury in patients undergoing partial nephrectomy. We sought to identify the preoperative clinical features and surgical factors during partial nephrectomy that are associated with renal injury, as measured by increased urine NGAL vs controls. MATERIALS AND METHODS: Using patients treated with radical nephrectomy or thoracic surgery as controls, we prospectively collected and analyzed urine and serum samples from patients treated with partial or radical nephrectomy, or thoracic surgery between April 2010 and April 2012. Urine was collected preoperatively and at multiple time points postoperatively. Differences in urine NGAL levels were analyzed among the 3 surgical groups using a generalized estimating equation model. The partial nephrectomy group was subdivided based on a preoperative estimated glomerular filtration rate of less than 60, or 60 ml/minute/1.73 m(2) or greater. RESULTS: Of 162 patients included in final analysis more than 65% had cardiovascular disease. The median estimated glomerular filtration rate was greater than 60 ml/minute/1.73 m(2) in the radical and partial nephrectomy, and thoracic surgery groups (61, 78 and 84.5 ml/minute/1.73 m(2), respectively). Preoperatively, a 10 unit increase in the estimated glomerular filtration rate was associated with a 4 unit decrease in urine NGAL in the partial nephrectomy group. Postoperatively, urine NGAL in the partial nephrectomy group was not higher than in controls and did not correlate with ischemia time. Patients with partial nephrectomy with a preoperative estimated glomerular filtration rate of less than 60 ml/minute/1.73 m(2) had higher urine NGAL postoperatively than those with a higher preoperative estimated rate. CONCLUSIONS: Urine NGAL does not appear to be a useful marker for detecting renal injury in healthy patients treated with partial nephrectomy. However, patients with poorer preoperative renal function have higher baseline urine levels and appear more susceptible to acute kidney injury, as detected by urine levels and Acute Kidney Injury Network criteria, than those with a normal estimated glomerular filtration rate.


Assuntos
Injúria Renal Aguda/diagnóstico , Proteínas de Fase Aguda/metabolismo , Lipocalinas/metabolismo , Nefrectomia/efeitos adversos , Proteínas Proto-Oncogênicas/metabolismo , Injúria Renal Aguda/urina , Proteínas de Fase Aguda/urina , Idoso , Biomarcadores/metabolismo , Estudos de Casos e Controles , Feminino , Seguimentos , Humanos , Nefropatias/mortalidade , Nefropatias/patologia , Nefropatias/cirurgia , Lipocalina-2 , Lipocalinas/urina , Masculino , Pessoa de Meia-Idade , Nefrectomia/métodos , Cuidados Pós-Operatórios/métodos , Complicações Pós-Operatórias/sangue , Complicações Pós-Operatórias/diagnóstico , Cuidados Pré-Operatórios/métodos , Proteínas Proto-Oncogênicas/urina , Valores de Referência , Medição de Risco , Sensibilidade e Especificidade , Índice de Gravidade de Doença , Taxa de Sobrevida , Resultado do Tratamento
3.
BJU Int ; 112(4): 517-25, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-23510358

RESUMO

OBJECTIVES: To test a novel porcine two-kidney model for evaluating the effect of controlled acute kidney injury (AKI) related to induced unilateral ischaemia on both renal units (RUs) To use neutrophil gelatinase-associated lipocalin (NGAL) and physiological serum and urinary markers to assess AKI and renal function. METHODS: Twelve female Yorkshire pigs had bilateral cutaneous ureterostomies placed laparoscopically with identical duration of pneumoperitoneum for all cases. An experimental group (n = 9) underwent induced unilateral renal ischaemia with left hilar clamping of timed duration (15, 30, 60 min) and a control group (n = 3) had no induced renal ischaemia. Urine was collected and analysed from each RU to assess creatinine and NGAL concentration preoperatively and at multiple postoperative time points. Serum was collected and analysed daily for creatinine and NGAL levels. Statistical comparisons were made using the rank-sum and sign-rank tests. RESULTS: Three pigs were excluded because of intra-operative and postoperative complications. In the RUs that experienced renal ischaemia (n = 7),the median urine volume was lower (P = 0.04) at 6, 12, 24 and 48 h and the median NGAL concentration was higher (P = 0.04) at 12 and 48 h compared with the RUs of control pigs that experienced no renal ischaemia (n = 2). When comparing the ischaemic (left) RU of the pigs in the experimental group with their contralateral non-ischaemic (right) RU, ischaemic RUs had a lower median cumulative urine volume at 6, 12, 24 and 48 h (P = 0.05) and a higher median NGAL concentration at 12, 24 and 48 h (P < 0.05). At 48 h, no significant increase was found in serum NGAL in pigs in the experimental group compared with controls (P = 0.2). Creatinine clearance (CC) was lower in ischaemic RUs compared with non-ischaemic RUs 1 day after surgery (P = 0.04) with decreasing CC as the duration of ischaemia increased. CONCLUSIONS: We have developed a promising novel small-scale pilot surgical model that allowed the evaluation of bilateral RU function separately during and after unilateral renal ischaemia. The induction of unilateral renal ischaemia corresponds with physiological changes in both the ischaemic and contralateral RU. AKI as measured by increases in NGAL and decreased renal function as measured by decreases in CC, are specific to the RU exposed to ischaemia.


Assuntos
Injúria Renal Aguda , Modelos Animais de Doenças , Proteínas de Fase Aguda , Animais , Gelatinases , Isquemia , Rim/irrigação sanguínea , Lipocalinas , Neutrófilos , Projetos Piloto , Proteínas Proto-Oncogênicas , Suínos
4.
Urol Oncol ; 41(6): 284-291, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-36088245

RESUMO

Meningeal metastases (MM) are a rare progression in advanced prostate. Here we aimed to characterize the incidence, clinical presentation, and outcomes of patients with MM, including dural and leptomeningeal metastases, from primary prostate cancer. A systematic search was performed on MEDLINE, EMBASE, Scopus, and Web of Science. Studies that included patients who developed MM from primary prostate cancer were abstracted. Assessed outcomes included time from primary cancer to MM and MM to death, and clinical presentation of MM, among others. Case reports were compared qualitatively, while observational studies were pooled for quantitative synthesis. The systematic review was prospectively registered on PROSPERO (CRD42020205378). Our institutional series, 11 observational studies, and 46 case reports were synthesized, comprising a total of 191 patients. From the observational studies, the mean age at developing MM was 63.0 years (range: 58.4, 70.9). Presenting neurological symptoms were variable and largely depended on location of MM. The mean time from prostate cancer to MM was 54.6 months (range: 21.0, 101.5), and the mean time from MM to death was 9.0 months (range: 2.6, 23.0). Patients requiring resection for MM had shorter survival after disease progression compared to patients receiving radiation or supportive therapy. All articles had at least moderate risk of bias. We describe the largest synthesis of patients with progression to MM from prostate cancer. Current evidence is very low-quality and primarily stems from small observational studies. Neurological symptoms in the setting of advanced prostate cancer, especially in high-risk disease, warrants radiographic imaging for MM. Further prospective research on risk factors and treatment for MM is warranted.


Assuntos
Neoplasias da Próstata , Humanos , Masculino , Próstata/patologia , Neoplasias da Próstata/patologia
5.
Commun Med (Lond) ; 3(1): 159, 2023 Nov 02.
Artigo em Inglês | MEDLINE | ID: mdl-37919491

RESUMO

BACKGROUND: Virtual nurse-led care models designed with health care professionals (HCPs) and patients may support addressing unmet prostate cancer (PCa) survivor needs. Within this context, we aimed to better understand the optimal design of a service model for a proposed nurse-led PCa follow-up care platform (Ned Nurse). METHODS: A qualitative descriptive study exploring follow-up and virtual care experiences to inform a nurse-led virtual clinic (Ned Nurse) with an a priori convenience sample of 10 HCPs and 10 patients. We provide a health ecosystem readiness checklist mapping facilitators onto CFIR and Proctor's implementation outcomes. RESULTS: We show that barriers within the current standard of care include: fragmented follow-up, patient uncertainty, and long, persisting wait times despite telemedicine modalities. Participants indicate that a nurse-led clinic should be scoped to coordinate care and support patient self-management, with digital literacy considerations. CONCLUSION: A nurse-led follow-up care model for PCa is seen by HCPs as acceptable, feasible, and appropriate for care delivery. Patients value its potential to provide role clarity, reinforce continuity of care, enhance mental health support, and increase access to timely and targeted care. These findings inform design, development, and implementation strategies for digital health interventions within complex settings, revealing opportunities to optimally situate these interventions to improve care.


Prostate cancer (PCa) survivors in Canada receive follow-up care after treatment through a specialist-led model, which is currently straining to meet patient needs. We interviewed healthcare providers (HCPs) and patients to investigate the design and development of a healthcare service that uses technology, also known as virtual care, to provide nurse-led follow-up care. Mixed experiences with virtual care informed participant feedback and concerns, including impacts of the pandemic and digital literacy considerations. We show that HCPs and patients see potential benefit in virtual nurse-led follow-up care if it can increase access to resources, clarify patient and provider care roles, and improve access and continuity of care. This type of approach to follow-up care may help to improve survivor quality of life and PCa follow-up care while extending the reach of healthcare systems with limited resources.

6.
JMIR Cancer ; 9: e44332, 2023 Oct 04.
Artigo em Inglês | MEDLINE | ID: mdl-37792435

RESUMO

BACKGROUND: Comprehensive models of survivorship care are necessary to improve access to and coordination of care. New models of care provide the opportunity to address the complexity of physical and psychosocial problems and long-term health needs experienced by patients following cancer treatment. OBJECTIVE: This paper presents our expert-informed, rules-based survivorship algorithm to build a nurse-led model of survivorship care to support men living with prostate cancer (PCa). The algorithm is called No Evidence of Disease (Ned) and supports timelier decision-making, enhanced safety, and continuity of care. METHODS: An initial rule set was developed and refined through working groups with clinical experts across Canada (eg, nurse experts, physician experts, and scientists; n=20), and patient partners (n=3). Algorithm priorities were defined through a multidisciplinary consensus meeting with clinical nurse specialists, nurse scientists, nurse practitioners, urologic oncologists, urologists, and radiation oncologists (n=17). The system was refined and validated using the nominal group technique. RESULTS: Four levels of alert classification were established, initiated by responses on the Expanded Prostate Cancer Index Composite for Clinical Practice survey, and mediated by changes in minimal clinically important different alert thresholds, alert history, and clinical urgency with patient autonomy influencing clinical acuity. Patient autonomy was supported through tailored education as a first line of response, and alert escalation depending on a patient-initiated request for a nurse consultation. CONCLUSIONS: The Ned algorithm is positioned to facilitate PCa nurse-led care models with a high nurse-to-patient ratio. This novel expert-informed PCa survivorship care algorithm contains a defined escalation pathway for clinically urgent symptoms while honoring patient preference. Though further validation is required through a pragmatic trial, we anticipate the Ned algorithm will support timelier decision-making and enhance continuity of care through the automation of more frequent automated checkpoints, while empowering patients to self-manage their symptoms more effectively than standard care. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.1136/bmjopen-2020-045806.

7.
Can Urol Assoc J ; 17(10): 326-336, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37494316

RESUMO

INTRODUCTION: In patients with prostate cancer (PCa), the identification of an alteration in genes associated with homologous recombination repair (HRR) has implications for prognostication, optimization of therapy, and familial risk mitigation. The aim of this study was to assess the genomic testing landscape of PCa in Canada and to recommend an approach to offering germline and tumor testing for HRR-associated genes. METHODS: The Canadian Genitourinary Research Consortium (GURC) administered a cross-sectional survey to a largely academic, multidisciplinary group of investigators across 22 GURC sites between January and June 2022. RESULTS: Thirty-eight investigators from all 22 sites responded to the survey. Germline genetic testing was initiated by 34%, while 45% required a referral to a genetic specialist. Most investigators (82%) reported that both germline and tumor testing were needed, with 92% currently offering germline and 72% offering tissue testing to patients with advanced PCa. The most cited reasons for not offering testing were an access gap (50%), uncertainties around who to test and which genes to test, (33%) and interpreting results (17%). A majority reported that patients with advanced PCa (74-80%) should be tested, with few investigators testing patients with localized disease except when there is a family history of PCa (45-55%). CONCLUSIONS: Canadian physicians with academic subspecialist backgrounds in genitourinary malignancies recognize the benefits of both germline and somatic testing in PCa; however, there are challenges in accessing testing across practices and specialties. An algorithm to reduce uncertainty for providers when ordering genetic testing for patients with PCa is proposed.

8.
Lancet Digit Health ; 5(7): e435-e445, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37211455

RESUMO

BACKGROUND: Accurate prediction of side-specific extraprostatic extension (ssEPE) is essential for performing nerve-sparing surgery to mitigate treatment-related side-effects such as impotence and incontinence in patients with localised prostate cancer. Artificial intelligence (AI) might provide robust and personalised ssEPE predictions to better inform nerve-sparing strategy during radical prostatectomy. We aimed to develop, externally validate, and perform an algorithmic audit of an AI-based Side-specific Extra-Prostatic Extension Risk Assessment tool (SEPERA). METHODS: Each prostatic lobe was treated as an individual case such that each patient contributed two cases to the overall cohort. SEPERA was trained on 1022 cases from a community hospital network (Trillium Health Partners; Mississauga, ON, Canada) between 2010 and 2020. Subsequently, SEPERA was externally validated on 3914 cases across three academic centres: Princess Margaret Cancer Centre (Toronto, ON, Canada) from 2008 to 2020; L'Institut Mutualiste Montsouris (Paris, France) from 2010 to 2020; and Jules Bordet Institute (Brussels, Belgium) from 2015 to 2020. Model performance was characterised by area under the receiver operating characteristic curve (AUROC), area under the precision recall curve (AUPRC), calibration, and net benefit. SEPERA was compared against contemporary nomograms (ie, Sayyid nomogram, Soeterik nomogram [non-MRI and MRI]), as well as a separate logistic regression model using the same variables included in SEPERA. An algorithmic audit was performed to assess model bias and identify common patient characteristics among predictive errors. FINDINGS: Overall, 2468 patients comprising 4936 cases (ie, prostatic lobes) were included in this study. SEPERA was well calibrated and had the best performance across all validation cohorts (pooled AUROC of 0·77 [95% CI 0·75-0·78] and pooled AUPRC of 0·61 [0·58-0·63]). In patients with pathological ssEPE despite benign ipsilateral biopsies, SEPERA correctly predicted ssEPE in 72 (68%) of 106 cases compared with the other models (47 [44%] in the logistic regression model, none in the Sayyid model, 13 [12%] in the Soeterik non-MRI model, and five [5%] in the Soeterik MRI model). SEPERA had higher net benefit than the other models to predict ssEPE, enabling more patients to safely undergo nerve-sparing. In the algorithmic audit, no evidence of model bias was observed, with no significant difference in AUROC when stratified by race, biopsy year, age, biopsy type (systematic only vs systematic and MRI-targeted biopsy), biopsy location (academic vs community), and D'Amico risk group. According to the audit, the most common errors were false positives, particularly for older patients with high-risk disease. No aggressive tumours (ie, grade >2 or high-risk disease) were found among false negatives. INTERPRETATION: We demonstrated the accuracy, safety, and generalisability of using SEPERA to personalise nerve-sparing approaches during radical prostatectomy. FUNDING: None.


Assuntos
Inteligência Artificial , Próstata , Masculino , Humanos , Estudos Retrospectivos , Prostatectomia , Medição de Risco
9.
Cancer ; 118(13): 3397-406, 2012 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-22072494

RESUMO

BACKGROUND: Androgen deprivation therapy (ADT) improves prostate cancer outcomes in specific clinical settings, but is associated with adverse effects, including cardiac complications and possibly thromboembolic complications. The objective of this study was to estimate the impact of ADT on thromboembolic events (TEs) in a population-based cohort. METHODS: In the linked Surveillance, Epidemiology and End Results-Medicare database, we identified men older than 65 who were diagnosed with nonmetastatic prostate cancer between 1999 and 2005. Medical or surgical ADT was identified by Medicare claims for gonadotropin-releasing hormone agonists or bilateral orchiectomy at any time following diagnosis. TEs included deep venous thrombosis, pulmonary embolism, and arterial embolism. The impact of ADT on the risk of any TE and on total number of events was estimated, controlling for patient and tumor characteristics. RESULTS: Of 154,611 patients with prostate cancer, 58,466 (38%) received ADT. During a median follow-up of 52 months, 15,950 men had at least 1 TE, including 8829 (55%) who had ADT and 7121 (45%) with no ADT. ADT was associated with increased risk of a TE (adjusted hazard ratio = 1.56; 95% confidence interval, 1.50-1.61; P < .0001), and duration of ADT was associated with the total number of events (P < .0001). CONCLUSIONS: In this population-based cohort, ADT was associated with increased risk of a TE, and longer durations of ADT were associated with more TEs. Men with intermediate- and low-risk prostate cancer should be assessed for TE risk factors before starting ADT and counseled regarding the risks and benefits of this therapy.


Assuntos
Antagonistas de Androgênios/efeitos adversos , Neoplasias da Próstata/tratamento farmacológico , Neoplasias da Próstata/cirurgia , Trombose Venosa/induzido quimicamente , Idoso , Idoso de 80 Anos ou mais , Hormônio Liberador de Gonadotropina/efeitos adversos , Humanos , Masculino , Orquiectomia/efeitos adversos , Neoplasias da Próstata/complicações , Embolia Pulmonar/induzido quimicamente , Medição de Risco
10.
BJU Int ; 109(6): 855-9, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-21722291

RESUMO

OBJECTIVE: To evaluate the performance of the Isbarn nomogram for predicting 90-day mortality following radical cystectomy in a contemporary series. PATIENTS AND METHODS: We identified 1141 consecutive radical cystectomy patients treated at our institution between 1995 and 2005 with at least 90 days of follow-up. We applied the published nomogram to our cohort, determining its discrimination, with the area under the receiver operating characteristic curve (AUC), and calibration. We further compared it with a simple model using age and the Charlson comorbidity score. RESULTS: Our cohort was similar to that used to develop the Isbarn nomogram in terms of age, gender, grade and histology; however, we observed a higher organ-confined (≤pT2, N0) rate (52% vs 24%) and a lower overall 90-day mortality rate [2.8% (95% confidence interval 1.9%, 3.9%) vs 3.9%]. The Isbarn nomogram predicted individual 90-day mortality in our cohort with moderate discrimination [AUC 73.8% (95% confidence interval 64.4%, 83.2%)]. In comparison, a model using age and Charlson score alone had a bootstrap-corrected AUC of 70.2% (95% confidence interval 67.2%, 75.4%). CONCLUSIONS: The Isbarn nomogram showed moderate discrimination in our cohort; however, the exclusion of important preoperative comorbidity variables and the use of postoperative pathological stage limit its utility in the preoperative setting. The use of a simple model combining age and Charlson score yielded similar discriminatory ability and underscores the significance of individual patient variables in predicting outcomes. An accurate tool for predicting postoperative morbidity/mortality following radical cystectomy would be valuable for treatment planning and counselling. Future nomogram design should be based on preoperative variables including individual risk factors, such as comorbidities.


Assuntos
Cistectomia/mortalidade , Nomogramas , Neoplasias da Bexiga Urinária/mortalidade , Idoso , Cistectomia/métodos , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Curva ROC , Medição de Risco/métodos , Medição de Risco/normas , Taxa de Sobrevida , Fatores de Tempo , Resultado do Tratamento , Neoplasias da Bexiga Urinária/cirurgia
11.
BJU Int ; 109(9): 1309-14, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22085255

RESUMO

UNLABELLED: Study Type--Therapy (practice patterns). Level of Evidence 2b. What's known on the subject? And what does the study add? The treatment of locally advanced prostate cancer varies widely even though there is level one evidence supporting the use of multimodality therapy as compared with monotherapy. This study defines treatment patterns of locally advanced prostate cancer within the United States and identifies predicators of who receives multimodality therapy rather than monotherapy. OBJECTIVE: • To identify treatment patterns and predictors of receiving multimodality therapy in patients with locally advanced prostate cancer (LAPC). PATIENTS AND METHODS: • The cohort comprised patients ≥66 years with clinical stage T3 or T4 non-metastatic prostate cancer diagnosed between 1998 and 2005 identified from the Surveillance, Epidemiology and End Results (SEER) cancer registry records linked with Medicare claims. • Treatments were classified as radical prostatectomy (RP), radiation therapy (RT) and androgen deprivation therapy (ADT) received within 6 and 24 months of diagnosis. • We assessed trends over time and used multivariable logistic regression to identify predictors of multimodality treatment. RESULTS: • Within the first 6 months of diagnosis, 1060 of 3095 patients (34%) were treated with a combination of RT and ADT, 1486 (48%) received monotherapy (RT alone, ADT alone or RP alone), and 461 (15%) received no active treatment. • The proportion of patients who received RP increased, exceeding 10% in 2005. • Use of combined RT and ADT and use of ADT alone fluctuated throughout the study period. • In all 6% of patients received RT alone in 2005. • Multimodality therapy was less common in patients who were older, African American, unmarried, who lived in the south, and who had co-morbidities or stage T4 disease. CONCLUSIONS: • Treatment of LAPC varies widely, and treatment patterns shifted during the study period. • The slightly increased use of multimodality therapy since 2003 is encouraging, but further work is needed to increase combination therapy in appropriate patients and to define the role of RP.


Assuntos
Antagonistas de Androgênios/provisão & distribuição , Padrões de Prática Médica/estatística & dados numéricos , Prostatectomia/estatística & dados numéricos , Neoplasias da Próstata/terapia , Radioterapia/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Antagonistas de Androgênios/uso terapêutico , Terapia Combinada/métodos , Terapia Combinada/estatística & dados numéricos , Humanos , Masculino , Programa de SEER/estatística & dados numéricos , Estados Unidos
12.
Can Urol Assoc J ; 16(6): 213-221, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35099382

RESUMO

INTRODUCTION: We aimed to develop an explainable machine learning (ML) model to predict side-specific extraprostatic extension (ssEPE) to identify patients who can safely undergo nerve-sparing radical prostatectomy using preoperative clinicopathological variables. METHODS: A retrospective sample of clinicopathological data from 900 prostatic lobes at our institution was used as the training cohort. Primary outcome was the presence of ssEPE. The baseline model for comparison had the highest performance out of current biopsy-derived predictive models for ssEPE. A separate logistic regression (LR) model was built using the same variables as the ML model. All models were externally validated using a testing cohort of 122 lobes from another institution. Models were assessed by area under receiver-operating-characteristic curve (AUROC), precision-recall curve (AUPRC), calibration, and decision curve analysis. Model predictions were explained using SHapley Additive exPlanations. This tool was deployed as a publicly available web application. RESULTS: Incidence of ssEPE in the training and testing cohorts were 30.7 and 41.8%, respectively. The ML model achieved AUROC 0.81 (LR 0.78, baseline 0.74) and AUPRC 0.69 (LR 0.64, baseline 0.59) on the training cohort. On the testing cohort, the ML model achieved AUROC 0.81 (LR 0.76, baseline 0.75) and AUPRC 0.78 (LR 0.75, baseline 0.70). The ML model was explainable, well-calibrated, and achieved the highest net benefit for clinically relevant cutoffs of 10-30%. CONCLUSIONS: We developed a user-friendly application that enables physicians without prior ML experience to assess ssEPE risk and understand factors driving these predictions to aid surgical planning and patient counselling (https://share.streamlit.io/jcckwong/ssepe/main/ssEPE_V2.py).

13.
Cancer ; 117(17): 3933-42, 2011 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-21412757

RESUMO

BACKGROUND: Pelvic lymph node dissection (PLND) is an important component of prostate cancer staging and treatment, especially for surgical patients who have high-risk tumor features. It is not clear how the shift from open radical prostatectomy (ORP) to minimally invasive radical prostatectomy (MIRP) has affected the use of PLND. The objectives of this study were to identify predictors of PLND and to assess the impact of surgical technique in a contemporary, population-based cohort. METHODS: In Surveillance, Epidemiology, and End Results (SEER) cancer registry data linked with Medicare claims, the authors identified men who underwent ORP or MIRP for prostate cancer during 2003 to 2007. The impact of surgical approach on PLND was evaluated, and interactions were examined between surgical procedure, prostate-specific antigen (PSA), and Gleason score with the analysis controlled for patient and tumor characteristics. RESULTS: Of 6608 men who underwent ORP or MIRP, 70% (n = 4600) underwent PLND. The use of PLND declined over time both overall and within subgroups defined by procedure type. PLND was 5 times more likely in men who underwent ORP than in men who underwent MIRP when the analysis was controlled for patient and tumor characteristics. Elevated PSA and biopsy Gleason score, but not clinical stage, were associated with a greater odds of PLND in both the ORP group and the MIRP group. However, the magnitude of the association between these factors and PLND was significantly greater for patients in the ORP group. CONCLUSIONS: PLND was less common among men who underwent MIRP, independent of tumor risk factors. A decline in PLND rates was not fully explained by an increase in MIRP. The authors concluded that these trends may signal a surgical approach-dependent disparity in prostate cancer staging and therapy.


Assuntos
Excisão de Linfonodo/tendências , Prostatectomia/métodos , Neoplasias da Próstata/patologia , Neoplasias da Próstata/cirurgia , Idoso , Idoso de 80 Anos ou mais , Humanos , Laparoscopia , Excisão de Linfonodo/métodos , Metástase Linfática , Masculino , Pelve , Fatores de Risco , Programa de SEER
14.
J Urol ; 185(1): 37-42, 2011 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21074196

RESUMO

PURPOSE: Beginning with the 2002 American Joint Committee on Cancer staging system, renal sinus muscular venous branch invasion has prognostic equivalence with renal vein invasion in renal cell carcinoma cases. To validate this presumed equivalence we compared patients with isolated muscular venous branch invasion to those with renal vein invasion and those with no confirmed vascular invasion. MATERIALS AND METHODS: From routine cataloging at our institution we identified 500 patients who underwent partial or radical nephrectomy from 2003 to 2008. After excluding patients with metastasis or noncortical renal cell carcinoma pathology we identified 85 with positive muscular venous branch invasion (+). The 259 patients with pT1-2 muscular venous branch (-) invasion and the 71 with renal vein (+) invasion served as comparison groups. We used a multivariate Cox model to control for tumor characteristics using the Kattan renal cell carcinoma nomogram. RESULTS: On multivariate analysis the risk of recurrence in the pT1-2 muscular venous branch invasion (-) group was lower than in the muscular venous branch invasion (+) group (HR 0.06, 95% CI 0.02-0.18, p < 0.001). Patients with renal vein invasion (+) had a recurrence rate similar to that in those with muscular venous branch invasion (+) (HR 0.80, 95% CI 0.39-1.65, p = 0.6). The overall survival rate was higher in the muscular venous branch invasion (-) group than in the other groups. CONCLUSIONS: Patients with muscular venous branch invasion have an outcome inferior to that in patients with pT1-2 disease. This confirms the adverse prognosis of muscular venous branch invasion and supports pathological up-staging. The prognosis of muscular venous branch invasion is similar to that of renal vein invasion, although we cannot exclude the possibility of a difference. Our findings underscore the importance of close patient followup and careful pathological assessment of the nephrectomy specimen.


Assuntos
Carcinoma de Células Renais/patologia , Neoplasias Renais/patologia , Neoplasias Musculares/patologia , Veias Renais , Neoplasias Vasculares/patologia , Humanos , Pessoa de Meia-Idade , Invasividade Neoplásica , Prognóstico , Estudos Retrospectivos
15.
BJU Int ; 108(10): 1652-6; discussion 1657, 2011 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-21470359

RESUMO

OBJECTIVE: To evaluate if two commonly used laparoscopic simulators could be adapted and used successfully for the robotics platform in a laparoscopic and robotic naïve medical student population. MATERIALS AND METHODS: We identified two widely validated laparoscopic simulation programs, LapSim(®) (Surgical Science Sweden AB), and ProMIS(®) (Haptica, Ireland)for inclusion in the study. The McGill Inanimate System for Training and Evaluation of Laparoscopic Skills(®) task set was used for ProMIS, and adapted for the DaVinci(®) console (Intuitive Surgical, Inc., Sunnyvale, CA, USA) robotic platform. We then randomized 20 naïve medical students to receive training on either LapSim or ProMIS, both or neither, and evaluated them before and after training. RESULTS: When the groups were compared at baseline, there were no statistical differences in mean scores amongst the groups in univariate analysis (α= 0.05). When comparing mean scores within groups before and after training sessions, statistically significant performance enhancement in all four robotic tasks were identified in the groups receiving dual training. CONCLUSION: We have shown that the use of ProMIS hybrid and LapSim virtual reality (VR) simulators in conjunction with each other can considerable improve robotic console performance in novice medical students compared with hybrid and VR simulation alone.


Assuntos
Competência Clínica/normas , Simulação por Computador , Educação Médica/métodos , Laparoscopia/educação , Robótica/educação , Humanos , Ensino/métodos , Interface Usuário-Computador
16.
BMJ Open ; 11(4): e045806, 2021 04 21.
Artigo em Inglês | MEDLINE | ID: mdl-33883153

RESUMO

INTRODUCTION: Prostate cancer (PCa) is the most common cancer in Canadian men. Current models of survivorship care are no longer adequate to address the chronic and complex survivorship needs of patients today. Virtual care models for cancer survivorship have recently been associated with comparable clinical outcomes and lower costs to traditional follow-up care, with patients favouring off-site and on-demand visits. Building on their viability, our research group conceived the Ned Clinic-a virtual PCa survivorship model that provides patients with access to lab results, collects patient-reported outcomes, alerts clinicians to emerging issues, and promotes patient self-care. Despite the promise of the Ned Clinic, the model remains limited by its dependence on oncology specialists, lack of an autonomous triage algorithm, and has only been implemented among PCa survivors living in Ontario. METHODS AND ANALYSIS: Our programme of research comprises two main research objectives: (1) to evaluate the process and cost of implementing and sustaining five nurse-led virtual PCa survivorship clinics in three provinces across Canada and identify barriers and facilitators to implementation success and (2) to assess the impact of these virtual clinics on implementation and effectiveness outcomes of enrolled PCa survivors. The design phase will involve developing an autonomous triage algorithm and redesigning the Ned Clinic towards a nurse-led service model. Site-specific implementation plans will be developed to deploy a localised nurse-led virtual clinic at each centre. Effectiveness will be evaluated using a historical control study comparing the survivorship outcomes of 300 PCa survivors enrolled in the Ned Clinic with 300 PCa survivors receiving traditional follow-up care. ETHICS AND DISSEMINATION: Appropriate site-specific ethics approval will be secured prior to each research phase. Knowledge translation efforts will include diffusion, dissemination, and application approaches to ensure that knowledge is translated to both academic and lay audiences.


Assuntos
Neoplasias da Próstata , Sobrevivência , Algoritmos , Humanos , Masculino , Papel do Profissional de Enfermagem , Ontário , Neoplasias da Próstata/terapia , Qualidade de Vida
17.
NPJ Digit Med ; 3: 113, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32923690

RESUMO

Virtual care models for cancer survivorship are needed to support patients living with the chronic effects of cancer treatment, while increasing health system capacity. Characteristics that may be critical to their success have not been adequately studied. This scoping review summarizes previous efforts to virtualize survivorship care to inform future innovations in the field. Four databases were searched for articles published before January 2020, and 24 articles that met selection criteria were included in this analysis. Rationale for pursuing virtual models of care shared two common objectives: (1) the need for sustainable survivorship care, and (2) the opportunity to improve survivorship outcomes. Breast cancer (N = 10) and prostate cancer (N = 4) were the most targeted cancers for virtual survivorship care. The implemented technologies included web platforms (N = 15), telephone calls (N = 12), and smartphone or tablet applications (N = 5). A variety of healthcare professionals were effectively involved in the provision of virtual care. Future virtual care models may benefit from integrating with existing health systems and services, repurposing common technologies, involving allied health professionals, and engaging patients and caregivers from diverse communities in the design of virtual services.

18.
Can Urol Assoc J ; 14(12): E616-E620, 2020 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-32569568

RESUMO

INTRODUCTION: Abiraterone acetate plus prednisone (AA+P) has shown to significantly improve survival. COSMiC, a Canadian Observational Study in Metastatic Cancer of the Prostate, set out to prospectively amass real-world data on metastatic castration-resistant prostate cancer (mCRPC) patients managed with AA+P in Canada. Herein, we report their patient-reported outcomes (PROs). METHODS: After a median followup of 67.1 weeks, 254 patients were enrolled across 39 sites. Functional Assessment of Cancer Therapy-Prostate (FACT-P), Montreal Cognitive Assessment (MoCA), Brief Pain Inventory-Short Form (BPI-SF), Brief Fatigue Inventory (BFI), and Current Health Satisfaction in Prostate Cancer (CHS-PCa) were evaluated at baseline, as well as at weeks 12, 24, 48, and 72 after AA+P initiation. Descriptive analysis was used with continuous variables. Changes from baseline were summarized using mean (standard deviation [SD]). RESULTS: At a median age of 76.6 (8.94), baseline FACT-P total score was 111.3 (19.56) with no significant change in their functional status observed from baseline over time. The median baseline MoCA score was 25.2 (4.52), yet subsequent assessments showed an absence of cognitive decline while under treatment. Similarly, no meaningful changes were detected in BPI, BFI, and CHS-PCa during the 72-week study period, thus suggesting that patients' PROs were well-maintained throughout AA+P treatment. Prostate-specific antigen (PSA) response with >50% decline was 66.4%. Safety profile was consistent with the known side effect of AA+P. CONCLUSIONS: COSMiC represents the largest Canadian mCRPC cohort treated with AA+P with real-world, prospective evaluation of PROs. This data demonstrated the maintenance in quality of life and cognitive status over the course of the study and underscores the importance of PRO use in this complex patient population.

19.
Urology ; 124: 174-178, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30296502

RESUMO

OBJECTIVE: To characterize clinical and pathologic outcomes of cisplatin-refractory or relapsed germ cell tumor (GCT) patients who underwent retroperitoneal lymph node dissection (RPLND) following salvage chemotherapy with either conventional or high dose regimens. METHODS: Data were reviewed to identify all patients treated with TIP or TICE salvage chemotherapy between 1994 and 2011(n = 184) at our institution. We report clinicopathologic and outcomes data on 131 patients who were further managed with surgical resection. Using Cox-proportional hazards models, predictors of disease-specific survival (DSS) were analyzed. RESULTS: Median follow-up was 7.3 years. Of the 112 patients who underwent postsalvage chemotherapy RPLND, histology was reported as viable GCT in 30 (27%), teratoma only in 26 (23%) and fibrosis in 56 (50%). 5-year DSS for the entire cohort was 74% (95% confidence interval 63%-80%). On multivariable analysis, viable GCT histology at RPLND or extra-RPLND resection predicted for worse DSS (hazard ratio 7.37, P = .003). CONCLUSIONS: Our data suggest that approximately half of the patient with cisplatin-refractory or relapsed GCT salvaged with TIP or TICE chemotherapy and evidence of residual disease are at risk of harboring either viable GCT or teratoma. This finding underlines the critical role of surgery in the multimodality approach to the management of this advanced disease entity. If retroperitoneal disease exists prior to salvage chemotherapy, we recommend postchemotherapy resection in all eligible patients.


Assuntos
Neoplasias Embrionárias de Células Germinativas/cirurgia , Neoplasias Testiculares/cirurgia , Adulto , Humanos , Excisão de Linfonodo , Masculino , Estadiamento de Neoplasias , Neoplasias Embrionárias de Células Germinativas/tratamento farmacológico , Neoplasias Embrionárias de Células Germinativas/patologia , Estudos Retrospectivos , Terapia de Salvação , Neoplasias Testiculares/tratamento farmacológico , Neoplasias Testiculares/patologia
20.
J Urol ; 180(4): 1455-9, 2008 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-18710760

RESUMO

PURPOSE: We examined the usefulness, reliability and applicability of the smoothness metric of the ProMIS hybrid simulator (Haptica, Dublin, Ireland) for a urology residency program. MATERIALS AND METHODS: A total of 15 urology residents divided into junior and senior cohorts were followed prospectively for 6 training sessions. Validated McGill Inanimate System for Training and Evaluation of Laparoscopic Skills (MISTELS) laparoscopic tasks were used. The ProMIS hybrid simulator smoothness parameter, a unit-free metric of movement efficiency, was recorded using 3-dimensional visual tracking technology. Results were compared between cohorts at the midpoint and end of the defined training sessions. End of study junior means were also retrospectively compared to senior mid training means. Statistical significance was determined using the Mann-Whitney U test (alpha = 0.05). RESULTS: Statistically significant differences between 8 junior and 7 senior cohorts were measured in all MISTELS tasks. A statistically significant performance variation was also detected at the mid and end testing times. When juniors and seniors were compared between sessions 1 and 3, and 4 and 6, statistically significant performance improvements were noted. Lastly, statistical differences were also maintained when mid session senior means were compared to end of session junior means. A 38% improvement in task completion in the senior cohort as well as a 10-fold decrease in variance was observed compared to a 12% improvement in juniors, indicating greater efficiency of movement in seniors. CONCLUSIONS: The laparoscopic smoothness metric in the hybrid simulator demonstrated construct validity by effectively differentiating between experienced and novice urology residents using validated MISTELS tasks. The outcome suggests that the hybrid simulator smoothness metric is a valuable asset in residency programs for preparatory training for live operative experience, allowing improved trainee assessment.


Assuntos
Competência Clínica , Simulação por Computador , Laparoscopia/métodos , Validação de Programas de Computador , Adulto , Estudos de Coortes , Educação Baseada em Competências , Educação de Pós-Graduação em Medicina , Desenho de Equipamento , Segurança de Equipamentos , Feminino , Humanos , Internato e Residência , Masculino , Sensibilidade e Especificidade , Estatísticas não Paramétricas , Análise e Desempenho de Tarefas , Urologia/educação , Urologia/organização & administração
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