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1.
Prostate ; 84(4): 342-348, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38041475

RESUMO

BACKGROUND: We sought to describe patterns of delivery of adjuvant (aRT) and salvage RT (sRT) in patients who underwent RP after receiving neoadjuvant androgen receptor pathway inhibitor (ARPI) before radical prostatectomy (RP) for high-risk localized prostate cancer (HRLPC). METHODS: Two hundred eighteen patients treated on phase 2 neoadjuvant trials between 2006 and 2018 at two academic centers were evaluated. aRT and sRT were defined as receipt of RT with a PSA of ≤0.1 or >0.1 ng/mL, respectively. Primary outcomes were biochemical recurrence (BCR), defined as time from aRT/sRT to a PSA rising to >0.1 ng/mL, and metastasis-free survival (MFS) after RT. RESULTS: Twenty-three (11%) and 55 (25%) patients received aRT and sRT respectively. Median PSA at start of aRT and sRT was 0.01 and 0.16 ng/mL, and median duration from RP to RT was 5 and 14 months, respectively. All aRT patients had NCCN high-risk disease, 30% were pN1 and 43% had positive surgical margins; 52% had prostate bed RT. Fifty-one percent of sRT patients had biopsy Gleason 9-10, 29% were pT2 and 9% had positive surgical margins; 63% had RT to the prostate bed/pelvis. At a median follow-up of 5.3 and 3.0 years after aRT and sRT, 3-year freedom from BCR was 55% and 47%, and 3-year MFS was 56% and 53%, respectively. CONCLUSIONS: aRT was infrequently used in patients who received neoadjuvant ARPI before RP for HRLPC. Outcomes of aRT and sRT were similar but generally poor. Studies evaluating intensified systemic therapy approaches with postoperative RT in this high-risk population are needed.


Assuntos
Antígeno Prostático Específico , Neoplasias da Próstata , Masculino , Humanos , Próstata/patologia , Neoplasias da Próstata/patologia , Terapia Neoadjuvante , Radioterapia Adjuvante , Margens de Excisão , Prostatectomia , Adjuvantes Farmacêuticos , Terapia de Salvação , Recidiva Local de Neoplasia/cirurgia , Estudos Retrospectivos
2.
Lancet Oncol ; 23(12): 1508-1516, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36400098

RESUMO

BACKGROUND: Stereotactic ablative body radiotherapy (SABR) is a non-invasive treatment option for primary renal cell carcinoma, for which long-term data are awaited. The primary aim of this study was to report on long-term efficacy and safety of SABR for localised renal cell carcinoma. METHODS: This study was an individual patient data meta-analysis, for which patients undergoing SABR for primary renal cell carcinoma across 12 institutions in five countries (Australia, Canada, Germany, Japan, and the USA) were eligible. Eligible patients had at least 2 years of follow-up, were aged 18 years or older, had any performance status, and had no previous local therapy. Patients with metastatic renal cell carcinoma or upper-tract urothelial carcinoma were excluded. SABR was delivered as a single or multiple fractions of greater than 5 Gy. The primary endpoint was investigator-assessed local failure per the Response Evaluation Criteria in Solid Tumours version 1.1, and was evaluated using cumulative incidence functions. FINDINGS: 190 patients received SABR between March 23, 2007, and Sept 20, 2018. Single-fraction SABR was delivered in 81 (43%) patients and multifraction SABR was delivered in 109 (57%) patients. Median follow-up was 5·0 years (IQR 3·4-6·8). 139 (73%) patients were men, and 51 (27%) were women. Median age was 73·6 years (IQR 66·2-82·0). Median tumour diameter was 4·0 cm (IQR 2·8-4·9). 96 (75%) of 128 patients with available operability details were deemed inoperable by the referring urologist. 56 (29%) of 190 patients had a solitary kidney. Median baseline estimated glomerular filtration rate (eGFR) was 60·0 mL/min per 1·73 m2 (IQR 42·0-76·0) and decreased by 14·2 mL/min per 1·73 m2 (IQR 5·4-22·5) by 5 years post-SABR. Seven (4%) patients required dialysis post-SABR. The cumulative incidence of local failure at 5 years was 5·5% (95% CI 2·8-9·5) overall, with single-fraction SABR yielding fewer local failures than multifraction (Gray's p=0·020). There were no grade 3 toxic effects or treatment-related deaths. One (1%) patient developed an acute grade 4 duodenal ulcer and late grade 4 gastritis. INTERPRETATION: SABR is effective and safe in the long term for patients with primary renal cell carcinoma. Single-fraction SABR might yield less local failure than multifraction, but further evidence from randomised trials is needed to elucidate optimal treatment schedules. These mature data lend further support for renal SABR as a treatment option for patients unwilling or unfit to undergo surgery. FUNDING: None.


Assuntos
Carcinoma de Células Renais , Carcinoma de Células de Transição , Neoplasias Renais , Radiocirurgia , Neoplasias da Bexiga Urinária , Masculino , Humanos , Feminino , Idoso , Carcinoma de Células Renais/radioterapia , Carcinoma de Células Renais/cirurgia , Radiocirurgia/efeitos adversos , Neoplasias Renais/radioterapia , Neoplasias Renais/cirurgia , Rim
3.
Gastrointest Endosc ; 94(5): 953-958, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34081967

RESUMO

BACKGROUND AND AIMS: Image-guided radiation therapy (IGRT) often relies on EUS-guided fiducial markers. Previously used manually backloaded fiducial needles have multiple potential limitations including safety and efficiency concerns. Our aim was to evaluate the efficacy, feasibility, and safety of EUS-guided placement of gold fiducials using a novel preloaded 22-gauge needle compared with a traditional, backloaded 19-gauge needle. METHODS: This was a single-center comparative cohort study. Patients with pancreatic and hepatobiliary malignancy who underwent EUS-guided fiducial placement (EUS-FP) between October 2014 and February 2018 were included. The main outcome was the technical success of fiducial placement. Secondary outcomes were mean procedure time, fiducial visibility during IGRT, technical success of IGRT delivery, and adverse events. RESULTS: One hundred fourteen patients underwent EUS-FP during the study period. Of these, 111 patients had successful placement of a minimum of 2 fiducials. Fifty-six patients underwent placement using a backloaded 19-gauge needle and 58 patients underwent placement using a 22-gauge preloaded needle. The mean number of fiducials placed successfully at the target site was significantly higher in the 22-gauge group compared with the 19-gauge group (3.53 ± .96 vs 3.11 ± .61, respectively; P = .006). In the 22-gauge group, the clinical goal of placing 4 fiducials was achieved in 78%, compared with 23% in the 19-gauge group (P < .001). In univariate analyses, gender, age, procedure time, tumor size, and location did not influence the number of successfully placed fiducials. Technical success of IGRT with fiducial tracking was high in both the 19-gauge (51/56, 91%) and the 22-gauge group (47/58, 81%; P = .12). CONCLUSIONS: EUS-FP using a preloaded 22-gauge needle is feasible, effective, and safe and allows for a higher number of fiducials placed when compared with the traditional backloaded 19-gauge needle.


Assuntos
Radioterapia Guiada por Imagem , Estudos de Coortes , Endossonografia , Marcadores Fiduciais , Humanos , Agulhas
4.
J Urol ; 201(6): 1097-1104, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30741849

RESUMO

PURPOSE: Stereotactic ablative radiotherapy is an emerging treatment for renal cell carcinoma. Our study objective was to evaluate this therapy in patients with a solitary kidney, focusing on oncologic and renal function outcomes. MATERIALS AND METHODS: We pooled individual patient data from 9 IROCK (International Radiosurgery Oncology Consortium for Kidney) institutions in Germany, Australia, the United States of America, Canada and Japan. Median followup was 2.6 years. Baseline characteristics and outcomes were compared between the solitary and bilateral kidney cohorts. Predictors of renal function after stereotactic ablative radiotherapy were assessed by logistic regression modeling. RESULTS: A total of 81 patients with a solitary kidney underwent stereotactic ablative radiotherapy. Mean age was 67.3 years and 97.5% of patients had good performance status, including ECOG (Eastern Cooperative Oncology Group) 0-1 or KPS (Karnofsky Performance Status) 70% or greater. Median tumor diameter was 3.7 cm (IQR 2.5-4.3) and 37% of tumors were 4 cm or greater. The 138 patients in the bilateral cohort harbored larger tumors and were older (p <0.001) with a lower baseline estimated glomerular filtration rate (p = 0.024). After stereotactic ablative radiotherapy in the solitary kidney cohort the mean ± SD estimated glomerular filtration rate decrease was -5.8 ± 10.8 ml per minute (-9%). No patient with a solitary kidney required dialysis. After stereotactic ablative radiotherapy a tumor size of 4 cm or greater was associated with an estimated glomerular filtration rate decrease of 15 ml per minute or greater (OR 4.2, p = 0.029). At 2 years the rates of local control, and progression-free, cancer specific and overall survival in the solitary cohort were 98.0%, 77.5%, 98.2% and 81.5%, respectively. There was no significant difference in renal function or oncologic outcomes between the cohorts (p >0.05). CONCLUSIONS: In this analysis of the IROCK database stereotactic ablative radiotherapy in patients with a solitary kidney had an acceptable impact on renal function and achieved excellent oncologic outcomes, similar to those in patients with bilateral kidneys. Thus, stereotactic ablative radiotherapy represents a viable treatment option in patients with renal cell carcinoma in a solitary kidney.


Assuntos
Carcinoma de Células Renais/radioterapia , Neoplasias Renais/radioterapia , Radiocirurgia , Idoso , Idoso de 80 Anos ou mais , Carcinoma de Células Renais/complicações , Feminino , Humanos , Neoplasias Renais/complicações , Masculino , Pessoa de Meia-Idade , Rim Único/complicações
5.
Cancer ; 124(5): 934-942, 2018 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-29266183

RESUMO

BACKGROUND: Stereotactic ablative radiotherapy (SABR) is an emerging therapy for primary renal cell carcinoma. The authors assessed safety, efficacy, and survival in a multi-institutional setting. Outcomes between single-fraction and multifraction SABR were compared. METHODS: Individual patient data sets from 9 International Radiosurgery Oncology Consortium for Kidney institutions across Germany, Australia, the United States, Canada, and Japan were pooled. Toxicities were recorded using Common Terminology Criteria for Adverse Events, version 4.0. Patient, tumor, and treatment characteristics were stratified according to the number of radiotherapy fractions (single vs multiple). Survival outcomes were examined using Kaplan-Meier estimates and Cox proportional-hazards regression. RESULTS: Of 223 patients, 118 received single-fraction SABR, and 105 received multifraction SABR. The mean patient age was 72 years, and 69.5% of patients were men. There were 83 patients with grade 1 and 2 toxicity (35.6%) and 3 with grade 3 and 4 toxicities (1.3%). The rates of local control, cancer-specific survival, and progression-free survival were 97.8%, 95.7%, and 77.4%, respectively, at 2 years; and they were 97.8%, 91.9%, and 65.4%, respectively, at 4 years. On multivariable analysis, tumors with a larger maximum dimension and the receipt of multifraction SABR were associated with poorer progression-free survival (hazard ratio, 1.16 [P < .01] and 1.13 [P = .02], respectively) and poorer cancer-specific survival (hazard ratio, 1.28 [P < .01] and 1.33 [P = .01], respectively). There were no differences in local failure between the single-fraction cohort (n = 1) and the multifraction cohort (n = 2; P = .60). The mean ( ± standard deviation) estimated glomerular filtration rate at baseline was 59.9 ± 21.9 mL per minute, and it decreased by 5.5 ± 13.3 mL per minute (P < .01). CONCLUSIONS: SABR is well tolerated and locally effective for treating patients who have primary renal cell carcinoma and has an acceptable impact on renal function. An interesting observation is that patients who receive single-fraction SABR appear to be less likely to progress distantly or to die of cancer. Cancer 2018;124:934-42. © 2017 American Cancer Society.


Assuntos
Carcinoma de Células Renais/cirurgia , Neoplasias Renais/cirurgia , Radiocirurgia/métodos , Idoso , Idoso de 80 Anos ou mais , Austrália , Canadá , Carcinoma de Células Renais/diagnóstico , Feminino , Alemanha , Humanos , Cooperação Internacional , Japão , Estimativa de Kaplan-Meier , Neoplasias Renais/diagnóstico , Masculino , Pessoa de Meia-Idade , Técnicas Estereotáxicas , Estados Unidos
6.
J Urol ; 197(2): 376-384, 2017 02.
Artigo em Inglês | MEDLINE | ID: mdl-27593476

RESUMO

PURPOSE: Harms of prostate cancer treatment on urinary health related quality of life have been thoroughly studied. In this study we evaluated not only the harms but also the potential benefits of prostate cancer treatment in relieving the pretreatment urinary symptom burden. MATERIALS AND METHODS: In American (1,021) and Spanish (539) multicenter prospective cohorts of men with localized prostate cancer we evaluated the effects of radical prostatectomy, external radiotherapy or brachytherapy in relieving pretreatment urinary symptoms and in inducing urinary symptoms de novo, measured by changes in urinary medication use and patient reported urinary bother. RESULTS: Urinary symptom burden improved in 23% and worsened in 28% of subjects after prostate cancer treatment in the American cohort. Urinary medication use rates before treatment and 2 years after treatment were 15% and 6% with radical prostatectomy, 22% and 26% with external radiotherapy, and 19% and 46% with brachytherapy, respectively. Pretreatment urinary medication use (OR 1.4, 95% CI 1.0-2.0, p = 0.04) and pretreatment moderate lower urinary tract symptoms (OR 2.8, 95% CI 2.2-3.6) predicted prostate cancer treatment associated relief of baseline urinary symptom burden. Subjects with pretreatment lower urinary tract symptoms who underwent radical prostatectomy experienced the greatest relief of pretreatment symptoms (OR 4.3, 95% CI 3.0-6.1), despite the development of deleterious de novo urinary incontinence in some men. The magnitude of pretreatment urinary symptom burden and beneficial effect of cancer treatment on those symptoms were verified in the Spanish cohort. CONCLUSIONS: Men with pretreatment lower urinary tract symptoms may experience benefit rather than harm in overall urinary outcome from primary prostate cancer treatment. Practitioners should consider the full spectrum of urinary symptom burden evident before prostate cancer treatment in treatment decisions.


Assuntos
Sintomas do Trato Urinário Inferior/terapia , Neoplasias da Próstata/terapia , Idoso , Braquiterapia/efeitos adversos , Braquiterapia/métodos , Efeitos Psicossociais da Doença , Seguimentos , Humanos , Sintomas do Trato Urinário Inferior/etiologia , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Prostatectomia/efeitos adversos , Prostatectomia/métodos , Qualidade de Vida , Resultado do Tratamento
7.
AJR Am J Roentgenol ; 206(3): 544-53, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26901010

RESUMO

OBJECTIVE: The objective of our study was to assess the growth rate and enhancement of renal masses before and after treatment with stereotactic body radiotherapy (SBRT). MATERIALS AND METHODS: This retrospective study included all patients with renal masses who underwent SBRT during a 5-year period. Orthogonal measurements of renal masses were obtained on pre- and posttreatment CT or MRI. Pre- and posttreatment growth rates were compared for renal mass diameter and volume using the t test. Pre- and posttreatment tumor enhancement values were compared for tumors that underwent multiphasic contrast-enhanced MRI. RESULTS: Forty patients underwent SBRT for the treatment of 41 renal tumors: clear cell renal cell carcinomas (RCCs) (n = 16), papillary RCCs (n = 6), oncocytic neoplasms (n = 8), unclassified RCCs (n = 2), urothelial carcinoma (n = 1), and no pathologic diagnosis (n = 8). The mean maximum tumor diameter before treatment was 3.9 cm (range, 1.6-8.3 cm). Three hundred thirty-eight pre- and posttreatment imaging studies were analyzed: 214 MRI studies and 124 CT studies. The mean pre- and posttreatment lengths of observation were 416 days (range, 2-1800 days) and 561 days (83-1366 days), respectively. The mean pretreatment tumor growth rate of 0.68 cm/y decreased to -0.37 cm/y post treatment (p < 0.0001), and the mean tumor volume growth rate of 21.2 cm(3)/y before treatment decreased to -5.35 cm(3)/y after treatment (p = 0.002). Local control-defined as less than 5 mm of growth-was achieved in 38 of 41 (92.7%) tumors. The Response Evaluation Criteria in Solid Tumors (RECIST) 1.1 showed progression in one tumor (2.4%), stability in 31 tumors (75.6%), partial response in eight tumors (19.5%), and complete response in one tumor (2.4%). No statistically significant change in tumor enhancement was shown (mean follow-up, 142 days; range, 7-581 days). CONCLUSION: Renal tumors treated with SBRT show statistically significant reductions in growth rate and tumor size after treatment but do not show statistically significant differences in enhancement in the initial (mean, 142 days) posttreatment period.


Assuntos
Neoplasias Renais/fisiopatologia , Neoplasias Renais/radioterapia , Radiocirurgia , Carga Tumoral , Idoso , Idoso de 80 Anos ou mais , Progressão da Doença , Feminino , Humanos , Neoplasias Renais/diagnóstico , Cinética , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Tomografia Computadorizada por Raios X
8.
BJU Int ; 114(4): 511-6, 2014 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-24112602

RESUMO

OBJECTIVE: To describe a successful quality improvement process that arose from unexpected differences in control groups' short-term patient-reported outcomes (PROs) within a comparative effectiveness study of a prostate brachytherapy technique intended to reduce urinary morbidity. PATIENTS AND METHODS: Patients planning prostate brachytherapy at one of three institutions were enrolled in a prospective cohort study. Patients were surveyed using a validated instrument to assess treatment-related toxicity before treatment and at pre-specified intervals. Unexpectedly, urinary PROs were worse in one of two standard brachytherapy technique control populations (US-BT1 and US-BT2 ). Therefore, we collaboratively reviewed treatment procedures, identified a discrepancy in technique, made a corrective modification, and evaluated the change. RESULTS: The patient groups were demographically and clinically similar. In the first preliminary analysis, US-BT2 patients reported significantly more short-term post-treatment urinary symptoms than US-BT1 patients. The study's treating physicians reviewed the US-BT1 and US-BT2 treatment protocols and found that they differed in whether they used an indwelling urinary catheter. After adopting the US-BT1 approach, short-term urinary morbidity in US-BT2 patients decreased significantly. Brachytherapy procedures were otherwise unchanged. CONCLUSION: Many procedures in cancer treatments are not evaluated, resulting in practice variation and suboptimal outcomes. Patients, the primary medical consumers, provide little direct input in evaluations of their care. We used PROs, a sensitive and valid measure of treatment-related toxicity, for quality assessment and quality improvement (QA/QI) of prostate brachytherapy. This serendipitous patient-centred QA/QI process may be a useful model for empirically evaluating complex cancer treatment procedures and for screening for substandard care.


Assuntos
Braquiterapia/efeitos adversos , Avaliação de Resultados da Assistência ao Paciente , Neoplasias da Próstata/radioterapia , Melhoria de Qualidade , Autorrelato , Transtornos Urinários/prevenção & controle , Idoso , Idoso de 80 Anos ou mais , Braquiterapia/métodos , Cateteres de Demora , Estudos de Coortes , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Reprodutibilidade dos Testes , Cateterismo Urinário , Transtornos Urinários/etiologia
9.
Eur Urol Oncol ; 2024 Jul 09.
Artigo em Inglês | MEDLINE | ID: mdl-38987159

RESUMO

BACKGROUND AND OBJECTIVE: Renal function preservation is particularly important following nonoperative treatment of localized renal cell carcinoma (RCC) since patients are often older with medical comorbidities. Our objective was to report long-term renal function outcomes after stereotactic ablative radiotherapy (SABR) including patients with a solitary kidney. METHODS: Patients with primary RCC treated with SABR with ≥2 yr of follow-up at 12 International Radiosurgery Consortium for Kidney institutions were included. Renal function was measured by estimated glomerular filtration rate (eGFR). KEY FINDINGS AND LIMITATIONS: In total, 190 patients (56 with a solitary kidney) underwent SABR and were followed for a median of 5.0 yr (interquartile range [IQR]: 3.4-6.8). In patients with a solitary kidney versus bilateral kidneys, pre-SABR eGFR (mean [standard deviation]) was 61.1 (23.2) versus 58.0 (22.3) ml/min (p = 0.32) and the median tumor size was 3.65 cm (IQR: 2.59-4.50 cm) versus 4.00 cm (IQR: 3.00-5.00 cm; p = 0.026). At 5 yr after SABR, eGFR decreased by -14.5 (7.6) and -13.3 (15.9) ml/min (p = 0.67), respectively, and there were similar rates of post-SABR dialysis (3.6% [n = 2/56] vs 3.7% [n = 5/134]). A multivariable analysis demonstrated that increasing tumor size (odds ratio [OR] per 1 cm: 1.57; 95% confidence interval [CI]: 1.14-2.16, p = 0.0055) and baseline eGFR (OR per 10 ml/min: 1.30; 95% CI: 1.02-1.66, p = 0.034) were associated with an eGFR decline of ≥15 ml/min at 1 yr. CONCLUSIONS AND CLINICAL IMPLICATIONS: With long-term follow-up after SABR, kidney function decline remains moderate, with no observed difference between patients with a solitary kidney and bilateral kidneys. Tumor size and baseline eGFR are dominant factors predictive of long-term renal function decline. PATIENT SUMMARY: With long-term follow-up, stereotactic ablative radiotherapy (SABR) yields moderate long-term renal function decline and low dialysis rates even in patients with a solitary kidney. SABR thus represents a promising noninvasive, nephron-sparing option for patients with localized renal cell carcinoma.

10.
J Natl Compr Canc Netw ; 11(11): 1364-72, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24225970

RESUMO

NCCN Guidelines recommend active surveillance as the primary management option for patients with very-low-risk prostate cancer and an expected survival of less than 20 years, reflecting the favorable prognosis of these men and the lack of perceived benefit of immediate, definitive treatment. The authors hypothesized that care at a multidisciplinary clinic, where multiple physicians have an opportunity to simultaneously review and discuss each case, is associated with increased rates of active surveillance in men with very-low-risk prostate cancer, including those with limited life expectancy. Of 630 patients with low-risk prostate cancer managed at 1 of 3 tertiary care centers in Boston, Massachusetts in 2009, 274 (43.5%) had very-low-risk classification. Patients were either seen by 1 or more individual practitioners in sequential settings or at a multidisciplinary clinic, in which concurrent consultation with 2 or more of the following specialties was obtained: urology, radiation oncology, and medical oncology. Patients seen at a multidisciplinary prostate cancer clinic were more likely to select active surveillance than those seen by individual practitioners (64% vs 30%; P<.001), an association that remained significant on multivariable logistic regression (odds ratio [OR], 4.16; P<.001). When the analysis was limited to patients with an expected survival of less than 20 years, this association remained highly significant (72% vs 34%, P<.001; OR, 5.19; P<.001, respectively). Multidisciplinary care is strongly associated with selection of active surveillance, adherence to NCCN Guidelines and minimization of overtreatment in patients with very-low-risk prostate cancer.


Assuntos
Atenção à Saúde/normas , Fidelidade a Diretrizes , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/terapia , Idoso , Prestação Integrada de Cuidados de Saúde/normas , Humanos , Masculino , Pessoa de Meia-Idade , Encaminhamento e Consulta , Medição de Risco , Fatores de Risco
11.
EBioMedicine ; 98: 104888, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38007948

RESUMO

BACKGROUND: Pancreatic Duct Adenocarcinoma (PDAC) screening can enable early-stage disease detection and long-term survival. Current guidelines use inherited predisposition, with about 10% of PDAC cases eligible for screening. Using Electronic Health Record (EHR) data from a multi-institutional federated network, we developed and validated a PDAC RISk Model (Prism) for the general US population to extend early PDAC detection. METHODS: Neural Network (PrismNN) and Logistic Regression (PrismLR) were developed using EHR data from 55 US Health Care Organisations (HCOs) to predict PDAC risk 6-18 months before diagnosis for patients 40 years or older. Model performance was assessed using Area Under the Curve (AUC) and calibration plots. Models were internal-externally validated by geographic location, race, and time. Simulated model deployment evaluated Standardised Incidence Ratio (SIR) and other metrics. FINDINGS: With 35,387 PDAC cases, 1,500,081 controls, and 87 features per patient, PrismNN obtained a test AUC of 0.826 (95% CI: 0.824-0.828) (PrismLR: 0.800 (95% CI: 0.798-0.802)). PrismNN's average internal-external validation AUCs were 0.740 for locations, 0.828 for races, and 0.789 (95% CI: 0.762-0.816) for time. At SIR = 5.10 (exceeding the current screening inclusion threshold) in simulated model deployment, PrismNN sensitivity was 35.9% (specificity 95.3%). INTERPRETATION: Prism models demonstrated good accuracy and generalizability across diverse populations. PrismNN could find 3.5 times more cases at comparable risk than current screening guidelines. The small number of features provided a basis for model interpretation. Integration with the federated network provided data from a large, heterogeneous patient population and a pathway to future clinical deployment. FUNDING: Prevent Cancer Foundation, TriNetX, Boeing, DARPA, NSF, and Aarno Labs.


Assuntos
Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Humanos , Carcinoma Ductal Pancreático/patologia , Modelos Logísticos , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/epidemiologia , Neoplasias Pancreáticas/etiologia , Estudos Retrospectivos , Estudos Multicêntricos como Assunto
12.
Urol Oncol ; 41(10): 432.e11-432.e20, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37500322

RESUMO

INTRODUCTION: Traditional surveillance protocols do not adequately account for the decreasing risk of mortality over time in aggressive malignancies, such as bladder cancer. Rather, the risk of death depends on both the baseline risk of mortality and the time survived since treatment. We therefore evaluated the conditional survival of patients diagnosed with urothelial carcinoma of the bladder (UCB) following radical cystectomy (RC). PATIENTS AND METHODS: We identified patients aged 18 to 75 with Charlson 0-1 and pTany pN0-3 cM0 UCB diagnosed from 2006 to 2015 in the National Cancer Database and treated with RC. The 2- and 5-year conditional overall survival (COS)-i.e., the probability of surviving an additional 2- or 5-years given a specified time survived since treatment-was estimated using the Kaplan-Meier method. Multivariable Cox regression models with landmark time analysis were used to evaluate the associations of baseline characteristics with OS over time. RESULTS: A total of 15,594 patients were included in the study. Median follow-up was 27.8 months. The 2- and 5-year COS for the overall cohort increased through 36 months follow-up and then plateaued. When stratified by pT and pN stage, the COS gain increased with higher pT and pN stage, demonstrating the greatest increase over time for patients with pTany N1-3 disease (5-year COS of 23% at baseline, 58% at 36-months, and 71% at 60-months). In multivariable Cox regression modeling, pT and pN stage were significantly associated with higher all-cause mortality at baseline (HR 3.27 for pT4, HR 2.57 for pT3 vs. ≤pT2; HR 2.26 for pN2-3, HR 1.77 for pN1 vs. pN0), but these associations were attenuated in magnitude with increasing landmark times of 36- and 60-months (HR 1.63 for pT4, HR 1.35 for pT3 vs. ≤pT2; HR 1.34 for pN2-3, HR 1.27 for pN1 vs. pN0). Our study is limited by the retrospective design and the lack of cancer-specific survival data. CONCLUSIONS: Risk of death after RC varies with time elapsed since treatment and disease stage. Accordingly, stage-specific COS may be used to improve prognostication and surveillance protocols.


Assuntos
Carcinoma de Células de Transição , Neoplasias da Bexiga Urinária , Humanos , Carcinoma de Células de Transição/patologia , Neoplasias da Bexiga Urinária/patologia , Bexiga Urinária/patologia , Cistectomia/métodos , Estudos Retrospectivos , Estadiamento de Neoplasias , Resultado do Tratamento
13.
Urol Oncol ; 41(5): 255.e7-255.e14, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36470805

RESUMO

INTRODUCTION: Although pathologic lymph node involvement carries a poor prognosis in patients with urothelial carcinoma of the bladder (UCB), a subset of patients may demonstrate durable survival following surgical resection. To this end, there are limited contemporary data describing the natural history of UCB in patients with isolated lymph node involvement (cN0pN+) following radical cystectomy (RC) with pelvic lymph node dissection (PLND). We therefore utilized a large, nationwide oncology dataset to examine the natural history and outcomes of cN0 pN+ UCB after surgical resection. MATERIALS AND METHODS: We identified patients in the National Cancer Database (NCDB) with cN0 pN+ cM0 UCB from 2006 to 2015 treated with RC and PLND. The associations of baseline characteristics with all-cause mortality (ACM) were evaluated using Cox regression. RESULTS: A total of 2,884 patients formed the study cohort, including 42% with pN1 and 58% with pN2-3 disease. Of these, 606 (21%) received multiagent neoadjuvant chemotherapy, while 1,172 (41%) received postoperative adjuvant chemotherapy. A median of 15 (IQR 9-23) LNs were removed during PLND. The 5- and 7-year OS for the entire cohort were 20% and 17%, respectively. Compared to the overall cohort, patients surviving ≤5 years had lower pN stage (59% vs. 42% pN1) and lower pT stage (41% vs. 22% ≤pT2). On multivariable analysis, higher pT stage (HR 2.85, 95% CI 1.52-5.36 for pT3, HR 3.27, 95% CI 1.73-6.18 for pT4 vs. pT0), higher pN stage (HR 1.17, 95% CI 1.05-1.31 for pN2-3 vs. pN1), and increasing LN density (HR 2.37, 95% CI 1.88-2.99) were most strongly associated with increased ACM, while receipt of adjuvant chemotherapy (HR 0.61, 95% CI 0.55-0.68) was associated with reduced ACM. CONCLUSIONS: Although OS for patients with cN0 pN+ M0 UCB is poor, a subset of patients demonstrates durable long-term survival with 5- and 7-year OS of 20% and 17%, respectively. pT and pN stage represent important prognostic characteristics, while administration of adjuvant chemotherapy represents a potential therapeutic intervention associated with improved ACM.


Assuntos
Carcinoma de Células de Transição , Neoplasias da Bexiga Urinária , Humanos , Neoplasias da Bexiga Urinária/patologia , Carcinoma de Células de Transição/patologia , Bexiga Urinária/patologia , Metástase Linfática/patologia , Resultado do Tratamento , Excisão de Linfonodo , Linfonodos/cirurgia , Linfonodos/patologia , Cistectomia , Estudos Retrospectivos
14.
Int J Radiat Oncol Biol Phys ; 116(4): 770-778, 2023 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-36592721

RESUMO

PURPOSE: There is considerable interest in very short (ultrahypofractionated) radiation therapy regimens to treat prostate cancer based on potential radiobiological advantages, patient convenience, and resource allocation benefits. Our objective is to demonstrate that detectable changes in health-related quality of life measured by the bowel and urinary domains of the Expanded Prostate Cancer Index Composite (EPIC-50) were not substantially worse than baseline scores. METHODS AND MATERIALS: NRG Oncology's RTOG 0938 is a nonblinded randomized phase 2 study of National Comprehensive Cancer Network low-risk prostate cancer in which each arm is compared with a historical control. Patients were randomized to 5 fractions (7.25 Gy in 2 week and a day [twice a week]) or 12 fractions (4.3Gy in 2.5 weeks [5 times a week]). Secondary objectives assessed patient-reported toxicity at 5 years using the EPIC. Chi-square tests were used to assess the proportion of patients with a deterioration from baseline of >5 points for bowel, >2 points for urinary, and >11 points for sexual score. RESULTS: The study enrolled 127 patients to 5 fractions (121 eligible) and 128 patients to 12 fractions (125 eligible). The median follow-up for all patients at the time of analysis was 5.38 years. The 5-year frequency for >5 point change in bowel score were 38.4% (P = .27) and 23.4% (P = 0.98) for 5 and 12 fractions, respectively. The 5-year frequencies for >2 point change in urinary score were 46.6% (P = .15) and 36.4% (P = .70) for 5 and 12 fractions, respectively. For 5 fractions, 49.3% (P = .007) of patients had a drop in 5-year EPIC-50 sexual score of ≥11 points; for 12 fractions, 54% (P < .001) of patients had a drop in 5-year EPIC-50 sexual score of ≥11 points. Disease-free survival at 5 years is 89.6% (95% CI: 84.0-95.2) in the 5-fraction arm and 92.3% (95% CI: 87.4-97.1) in the 12-fraction arm. There was no late grade 4 or 5 treatment-related urinary or bowel toxicity. CONCLUSIONS: This study confirms that, based on long-term changes in bowel and urinary domains and toxicity, the 5- and 12-fraction regimens are well tolerated. These ultrahypofractionated approaches need to be compared with current standard radiation therapy regimens.


Assuntos
Neoplasias da Próstata , Qualidade de Vida , Masculino , Humanos , Neoplasias da Próstata/radioterapia , Medidas de Resultados Relatados pelo Paciente , Intervalo Livre de Doença , Intestinos
15.
Cancer ; 118(15): 3681-90, 2012 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-22170628

RESUMO

BACKGROUND: Recent reports using extreme hypofractionated regimens in the treatment of low-risk prostate adenocarcinoma have been encouraging. Here, the authors report on their own multi-institutional experience with extreme hypofractionated stereotactic radiotherapy for early stage disease. METHODS: In total, at 4 centers, 45 patients with National Comprehensive Cancer Network-defined, low-risk prostate adenocarcinoma were enrolled in a phase 1, multi-institutional trial of hypofractionated radiosurgery with a proprietary radiosurgical device (CyberKnife). Thirty-four patients received 7.5 grays (Gy) delivered in 5 fractions, 9 patients received 7.25 Gy delivered in 5 fractions, and 2 patients received other regimens. The variables evaluated were biochemical progression-free survival (bPFS), prostate-specific antigen (PSA) bounce, and toxicities. Health-related quality of life was evaluated using the Sexual Health Inventory for Men (SHIM), American Urological Association (AUA), and Expanded Prostate Cancer Index Composite (EPIC) questionnaires. RESULTS: The median follow-up for surviving patients was 44.5 months (range, 0-62 months). The bPFS rate at 3 years was 97.7%. The median PSA declined from 4.9 ng/mL at diagnosis to 0.2 ng/mL at last follow-up, and the median percentage PSA decline at 12 months was 80%. Nine patients experienced at least 1 PSA bounce ≥0.4 ng/mL, and 4 patients experienced 2 PSA bounces. The median time to first PSA bounce was 11.6 months (range, 7.2-18.2 months), and the mean percentage PSA bounce was 1.07 ng/mL. There was 1 episode of late grade 3 urinary obstruction, and there were 2 episodes of late grade 3 proctitis. There was a significant late decline in SHIM and EPIC sexual scores and a small, late decline in the EPIC Bowel domain score. CONCLUSIONS: In a select population, extreme hypofractionation with stereotactic radiosurgery was safe and effective for the treatment of low-risk prostate adenocarcinoma.


Assuntos
Adenocarcinoma/radioterapia , Neoplasias da Próstata/radioterapia , Radiocirurgia/métodos , Idoso , Idoso de 80 Anos ou mais , Humanos , Masculino , Pessoa de Meia-Idade , Antígeno Prostático Específico/sangue , Radiocirurgia/efeitos adversos
16.
Artigo em Inglês | MEDLINE | ID: mdl-36434164

RESUMO

BACKGROUND: The optimal management of node-positive (pN1) prostate cancer following radical prostatectomy (RP) remains uncertain. Despite randomized evidence, utilization of immediate, life-long androgen deprivation therapy (ADT) remains poor, and recent trials of early salvage radiotherapy included only a minority of pN1 patients. We therefore emulated a hypothetical pragmatic trial of adjuvant radiotherapy versus observation in men with pN1 prostate cancer. METHODS: Using the RADICALS-RT trial to inform the design of a hypothetical trial, we identified men aged 50-69 years with pT2-3 Rany pN1 M0, pre-treatment PSA < 50 ng/mL prostate cancer in the NCDB from 2006 to 2015 treated with 60-72 Gy of adjuvant RT (aRT) ± ADT within 26 weeks of RP or observation. After estimating a propensity score for receipt of aRT, we estimated absolute and relative treatment effects using stabilized inverse probability of treatment (sIPW) re-weighting. RESULTS: In total, 3510 patients were included in the study, of whom 587 (17%) received aRT (73% with concurrent ADT). Median follow-up was 40.0 -months, during which 333 deaths occurred. After sIPW re-weighting, baseline characteristics were well-balanced. Adjusted overall survival (OS) was 93% versus 89% at 5-years and 82% versus 79% at 7-years for aRT versus observation (p = 0.11). In IPW-reweighted Cox regression, aRT was associated with a lower risk of all-cause mortality (ACM) than observation, but this did not reach statistical significance (HR 0.70 p = 0.06). In analyses examining heterogeneity of treatment effects, aRT was associated with improved ACM only for men with Gleason 8-10 disease (HR 0.59, p = 0.01), ≥2 positive LNs (HR 0.49, p = 0.04 for 2 positive LNs; HR 0.42, p = 0.01 for ≥3 positive LNs), or negative surgical margins (HR 0.50, p = 0.02). CONCLUSIONS: In observational analyses designed to emulate a hypothetical target trial of aRT versus observation in pN1 prostate cancer, aRT was associated with improved OS only for men with Gleason 8-10 disease, ≥2 positive LNs, or negative surgical margins.

17.
Urol Oncol ; 40(6): 274.e15-274.e23, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35307291

RESUMO

BACKGROUND: The role of adjuvant chemotherapy (AC) in patients with locally advanced bladder cancer following radical cystectomy (RC) remains uncertain, with contemporary clinical trials underpowered and closed early due to low accrual. OBJECTIVE: To conduct observational analyses designed to emulate a completed randomized trial of AC in patients with locally advanced bladder cancer. DESIGN, SETTINGS, AND PARTICIPANTS: Based on EORTC 30994 eligibility criteria, we identified adult patients aged 35 to 75 with pT3/pT4 Nany M0 or Tany pN1-3 M0, R0 urothelial carcinoma of the bladder treated with RC and lymphadenectomy from 2006 to 2015 in the National Cancer Database. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: A propensity score for receipt of AC within 3 months of RC was estimated, and the associations of AC with overall survival were evaluated after reweighting by stabilized inverse probability of treatment weights. RESULTS: Of the 2,416 patients who met inclusion criteria, 945 (39%) received AC after RC. After propensity score adjustment, baseline characteristics were well-balanced. Median follow-up was 26.0 months. After IPW-reweighting, overall survival was 43% vs. 36% at 5-years and 34% vs. 24% at 10-years, among those who did and did not receive AC, respectively (P < 0.01). In IPW-adjusted Cox regression models, AC was associated with improved all-cause mortality (HR 0.71; 95% CI 0.63-0.81; P < 0.01). Estimates were overall consistent in analyses that examined heterogeneity of treatment effects. Limitations include unmeasured confounding, selection bias, and lack of baseline renal function data. CONCLUSION: In observational analyses designed to emulate EORTC 30994, AC was associated with improved overall survival compared to observation after RC. Results were consistent across baseline patient and tumor characteristics.


Assuntos
Carcinoma de Células de Transição , Neoplasias da Bexiga Urinária , Adulto , Carcinoma de Células de Transição/tratamento farmacológico , Carcinoma de Células de Transição/patologia , Carcinoma de Células de Transição/cirurgia , Quimioterapia Adjuvante , Cistectomia/métodos , Humanos , Estudos Retrospectivos , Resultado do Tratamento , Bexiga Urinária/patologia , Neoplasias da Bexiga Urinária/tratamento farmacológico , Neoplasias da Bexiga Urinária/patologia , Neoplasias da Bexiga Urinária/cirurgia
18.
Bladder Cancer ; 8(4): 405-417, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-38994178

RESUMO

BACKGROUND: Survival with locally advanced bladder cancer (LABC) following radical cystectomy (RC) remains poor. Although adjuvant chemotherapy (AC) is standard of care, one small, randomized trial has suggested a potential survival benefit when combined with post-operative radiotherapy (PORT). OBJECTIVE: We examined the association of AC + PORT with overall survival (OS) in patients with LABC after RC. METHODS: Using a prior phase 2 trial to inform design, we conducted observational analyses to emulate a hypothetical target trial of patients aged 18-79 years with pT3-4 Nany M0 or pTany N1-3 M0 urothelial bladder carcinoma following RC who were treated with AC (multiagent chemotherapy within 3 months of RC) with or without PORT (≥45 Gy to the pelvis) from 2006-2015 in the NCDB. Patients who received preoperative chemotherapy or radiotherapy were excluded. The associations of treatment with OS were evaluated using multivariable Cox regression. RESULTS: 1,684 patients were included, with 66 receiving AC + PORT and 1,618 AC alone. Compared to patients treated with AC alone, those treated with AC + PORT were more likely to have pT4 disease (52% vs 26%; p < 0.01), positive surgical margins (44% vs 17%; p < 0.01), and be treated at a non-academic facility (75% vs 53%; p < 0.01). Crude 5-year OS was 19% for AC + PORT versus 36% for AC alone (p = 0.01). Adjusted 5-year OS was 33% for AC + PORT versus 36% for AC alone (p = 0.49). After adjusting for baseline characteristics including pathologic features, AC + PORT was not associated with improved OS compared to AC alone (HR 1.11; 95% CI 0.82-1.51). CONCLUSIONS: Although infrequently utilized, the addition of radiotherapy to AC is not associated with improved OS in LABC. These results highlight the need for prospective trials to better define the potential benefits from PORT with regard to symptomatic progression and oncologic outcomes.

19.
N Engl J Med ; 358(12): 1250-61, 2008 Mar 20.
Artigo em Inglês | MEDLINE | ID: mdl-18354103

RESUMO

BACKGROUND: We sought to identify determinants of health-related quality of life after primary treatment of prostate cancer and to measure the effects of such determinants on satisfaction with the outcome of treatment in patients and their spouses or partners. METHODS: We prospectively measured outcomes reported by 1201 patients and 625 spouses or partners at multiple centers before and after radical prostatectomy, brachytherapy, or external-beam radiotherapy. We evaluated factors that were associated with changes in quality of life within study groups and determined the effects on satisfaction with the treatment outcome. RESULTS: Adjuvant hormone therapy was associated with worse outcomes across multiple quality-of-life domains among patients receiving brachytherapy or radiotherapy. Patients in the brachytherapy group reported having long-lasting urinary irritation, bowel and sexual symptoms, and transient problems with vitality or hormonal function. Adverse effects of prostatectomy on sexual function were mitigated by nerve-sparing procedures. After prostatectomy, urinary incontinence was observed, but urinary irritation and obstruction improved, particularly in patients with large prostates. No treatment-related deaths occurred; serious adverse events were rare. Treatment-related symptoms were exacerbated by obesity, a large prostate size, a high prostate-specific antigen score, and older age. Black patients reported lower satisfaction with the degree of overall treatment outcomes. Changes in quality of life were significantly associated with the degree of outcome satisfaction among patients and their spouses or partners. CONCLUSIONS: Each prostate-cancer treatment was associated with a distinct pattern of change in quality-of-life domains related to urinary, sexual, bowel, and hormonal function. These changes influenced satisfaction with treatment outcomes among patients and their spouses or partners.


Assuntos
Satisfação do Paciente , Neoplasias da Próstata , Qualidade de Vida , Adulto , Idoso , Idoso de 80 Anos ou mais , Antagonistas de Androgênios/efeitos adversos , Antagonistas de Androgênios/uso terapêutico , Braquiterapia , Quimioterapia Adjuvante , Feminino , Humanos , Enteropatias , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Avaliação de Resultados em Cuidados de Saúde , Complicações Pós-Operatórias , Estudos Prospectivos , Prostatectomia , Neoplasias da Próstata/psicologia , Neoplasias da Próstata/terapia , Comportamento Sexual , Cônjuges/psicologia , Sobreviventes/psicologia , Transtornos Urinários
20.
JAMA ; 306(11): 1205-14, 2011 Sep 21.
Artigo em Inglês | MEDLINE | ID: mdl-21934053

RESUMO

CONTEXT: Sexual function is the health-related quality of life (HRQOL) domain most commonly impaired after prostate cancer treatment; however, validated tools to enable personalized prediction of erectile dysfunction after prostate cancer treatment are lacking. OBJECTIVE: To predict long-term erectile function following prostate cancer treatment based on individual patient and treatment characteristics. DESIGN: Pretreatment patient characteristics, sexual HRQOL, and treatment details measured in a longitudinal academic multicenter cohort (Prostate Cancer Outcomes and Satisfaction With Treatment Quality Assessment; enrolled from 2003 through 2006), were used to develop models predicting erectile function 2 years after treatment. A community-based cohort (community-based Cancer of the Prostate Strategic Urologic Research Endeavor [CaPSURE]; enrolled 1995 through 2007) externally validated model performance. Patients in US academic and community-based practices whose HRQOL was measured pretreatment (N = 1201) underwent follow-up after prostatectomy, external radiotherapy, or brachytherapy for prostate cancer. Sexual outcomes among men completing 2 years' follow-up (n = 1027) were used to develop models predicting erectile function that were externally validated among 1913 patients in a community-based cohort. MAIN OUTCOME MEASURES: Patient-reported functional erections suitable for intercourse 2 years following prostate cancer treatment. RESULTS: Two years after prostate cancer treatment, 368 (37% [95% CI, 34%-40%]) of all patients and 335 (48% [95% CI, 45%-52%]) of those with functional erections prior to treatment reported functional erections; 531 (53% [95% CI, 50%-56%]) of patients without penile prostheses reported use of medications or other devices for erectile dysfunction. Pretreatment sexual HRQOL score, age, serum prostate-specific antigen level, race/ethnicity, body mass index, and intended treatment details were associated with functional erections 2 years after treatment. Multivariable logistic regression models predicting erectile function estimated 2-year function probabilities from as low as 10% or less to as high as 70% or greater depending on the individual's pretreatment patient characteristics and treatment details. The models performed well in predicting erections in external validation among CaPSURE cohort patients (areas under the receiver operating characteristic curve, 0.77 [95% CI, 0.74-0.80] for prostatectomy; 0.87 [95% CI, 0.80-0.94] for external radiotherapy; and 0.90 [95% CI, 0.85-0.95] for brachytherapy). CONCLUSION: Stratification by pretreatment patient characteristics and treatment details enables prediction of erectile function 2 years after prostatectomy, external radiotherapy, or brachytherapy for prostate cancer.


Assuntos
Disfunção Erétil/etiologia , Modelos Teóricos , Ereção Peniana , Prostatectomia/efeitos adversos , Neoplasias da Próstata/radioterapia , Neoplasias da Próstata/cirurgia , Idoso , Braquiterapia/efeitos adversos , Previsões , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Avaliação de Resultados em Cuidados de Saúde , Ereção Peniana/efeitos da radiação , Neoplasias da Próstata/fisiopatologia , Qualidade de Vida , Lesões por Radiação
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