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2.
J Nucl Med ; 63(12): 1822-1828, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-35512996

RESUMO

Prostate-specific membrane antigen (PSMA) PET offers an accuracy superior to other imaging modalities in initial staging of prostate cancer and is more likely to affect management. We examined the prognostic value of 68Ga-PSMA-11 uptake in the primary lesion and presence of metastatic disease on PET in newly diagnosed prostate cancer patients before initial therapy. Methods: In a prospective study from April 2016 to December 2020, 68Ga-PSMA-11 PET/MRI was performed in men with a new diagnosis of intermediate- or high-grade prostate cancer who were candidates for prostatectomy. Patients were followed up after initial therapy for up to 5 y. We examined the Kendall correlation between PET (intense uptake in the primary lesion and presence of metastatic disease) and clinical and pathologic findings (grade group, extraprostatic extension, nodal involvement) relevant for risk stratification, and examined the relationship between PET findings and outcome using Kaplan-Meier analysis. Results: Seventy-three men (age, 64.0 ± 6.3 y) were imaged. Seventy-two had focal uptake in the prostate, and in 20 (27%) PSMA-avid metastatic disease was identified. Uptake correlated with grade group and prostate-specific antigen (PSA). Presence of PSMA metastasis correlated with grade group and pathologic nodal stage. PSMA PET had higher per-patient positivity than nodal dissection in patients with only 5-15 nodes removed (8/41 vs. 3/41) but lower positivity if more than 15 nodes were removed (13/21 vs. 10/21). High uptake in the primary lesion (SUVmax > 12.5, P = 0.008) and presence of PSMA metastasis (P = 0.013) were associated with biochemical failure, and corresponding hazard ratios for recurrence within 2 y (4.93 and 3.95, respectively) were similar to or higher than other clinicopathologic prognostic factors. Conclusion: 68Ga-PSMA-11 PET can risk-stratify patients with intermediate- or high-grade prostate cancer before prostatectomy based on degree of uptake in the prostate and presence of metastatic disease.


Assuntos
Adenocarcinoma , Neoplasias da Próstata , Masculino , Humanos , Pessoa de Meia-Idade , Idoso , Próstata/patologia , Estudos Prospectivos , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada/métodos , Radioisótopos de Gálio , Neoplasias da Próstata/diagnóstico por imagem , Neoplasias da Próstata/cirurgia , Imageamento por Ressonância Magnética , Adenocarcinoma/diagnóstico por imagem , Adenocarcinoma/terapia , Adenocarcinoma/patologia , Ácido Edético , Estudos Retrospectivos
3.
J Urol ; 206(3): 604-612, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33878887

RESUMO

PURPOSE: Targeted biopsy improves prostate cancer diagnosis. Accurate prostate segmentation on magnetic resonance imaging (MRI) is critical for accurate biopsy. Manual gland segmentation is tedious and time-consuming. We sought to develop a deep learning model to rapidly and accurately segment the prostate on MRI and to implement it as part of routine magnetic resonance-ultrasound fusion biopsy in the clinic. MATERIALS AND METHODS: A total of 905 subjects underwent multiparametric MRI at 29 institutions, followed by magnetic resonance-ultrasound fusion biopsy at 1 institution. A urologic oncology expert segmented the prostate on axial T2-weighted MRI scans. We trained a deep learning model, ProGNet, on 805 cases. We retrospectively tested ProGNet on 100 independent internal and 56 external cases. We prospectively implemented ProGNet as part of the fusion biopsy procedure for 11 patients. We compared ProGNet performance to 2 deep learning networks (U-Net and holistically-nested edge detector) and radiology technicians. The Dice similarity coefficient (DSC) was used to measure overlap with expert segmentations. DSCs were compared using paired t-tests. RESULTS: ProGNet (DSC=0.92) outperformed U-Net (DSC=0.85, p <0.0001), holistically-nested edge detector (DSC=0.80, p <0.0001), and radiology technicians (DSC=0.89, p <0.0001) in the retrospective internal test set. In the prospective cohort, ProGNet (DSC=0.93) outperformed radiology technicians (DSC=0.90, p <0.0001). ProGNet took just 35 seconds per case (vs 10 minutes for radiology technicians) to yield a clinically utilizable segmentation file. CONCLUSIONS: This is the first study to employ a deep learning model for prostate gland segmentation for targeted biopsy in routine urological clinical practice, while reporting results and releasing the code online. Prospective and retrospective evaluations revealed increased speed and accuracy.


Assuntos
Aprendizado Profundo , Processamento de Imagem Assistida por Computador/métodos , Próstata/diagnóstico por imagem , Neoplasias da Próstata/diagnóstico , Conjuntos de Dados como Assunto , Estudos de Viabilidade , Humanos , Biópsia Guiada por Imagem/métodos , Imagem por Ressonância Magnética Intervencionista , Masculino , Imagem Multimodal/métodos , Imageamento por Ressonância Magnética Multiparamétrica , Estudo de Prova de Conceito , Estudos Prospectivos , Próstata/patologia , Neoplasias da Próstata/patologia , Reprodutibilidade dos Testes , Estudos Retrospectivos , Software , Fatores de Tempo , Ultrassonografia de Intervenção/métodos
4.
Urology ; 100: 65-71, 2017 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-27634733

RESUMO

OBJECTIVE: To assess whether patient factors, such as age and preoperative kidney function, were associated with receipt of partial nephrectomy in a national integrated healthcare system. MATERIALS AND METHODS: We identified patients treated with a radical or partial nephrectomy from 2002 to 2014 in the Veterans Health Administration. We examined associations among patient age, sex, race or ethnicity, multimorbidity, baseline kidney function, tumor characteristics, and receipt of partial nephrectomy. We estimated the odds of receiving a partial nephrectomy and assessed interactions between covariates and the year of surgery to explore whether patient factors associated with partial nephrectomy changed over time. RESULTS: In our cohort of 14,186 patients, 4508 (31.2%) received a partial nephrectomy. Use of partial nephrectomy increased from 17% in 2002 to 32% in 2008 and to 38% in 2014. Patient race or ethnicity, age, tumor stage, and year of surgery were independently associated with receipt of partial nephrectomy. Black veterans had significantly increased odds of receipt of partial nephrectomy, whereas older patients had significantly reduced odds. Partial nephrectomy utilization increased for all groups over time, but older patients and patients with worse baseline kidney function showed the least increase in odds of partial nephrectomy. CONCLUSION: Although the utilization of partial nephrectomy increased for all groups, the greatest increase occurred in the youngest patients and those with the highest baseline kidney function. These trends warrant further investigation to ensure that patients at the highest risk of impaired kidney function are considered for partial nephrectomy whenever possible.


Assuntos
Carcinoma de Células Renais/cirurgia , Neoplasias Renais/cirurgia , Nefrectomia/estatística & dados numéricos , Adulto , Fatores Etários , Idoso , Carcinoma de Células Renais/complicações , Carcinoma de Células Renais/patologia , Creatinina/sangue , Feminino , Humanos , Neoplasias Renais/complicações , Neoplasias Renais/patologia , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Seleção de Pacientes , Insuficiência Renal/diagnóstico , Insuficiência Renal/etiologia , Insuficiência Renal/cirurgia , Estudos Retrospectivos , Fatores Socioeconômicos , Veteranos
5.
J Urol ; 181(2): 627-32; discussion 632-3, 2009 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-19091344

RESUMO

PURPOSE: Computerized tomography has a critical role in the surveillance of stage I nonseminomatous germ cell tumors of the testis. Some protocols call for up to 16 computerized tomography scans over 5 years, thereby exposing young patients to a significant amount of radiation. We estimated the lifetime risk of cancer incidence and cancer death from imaging related radiation received during surveillance of stage I nonseminomatous germ cell tumor. MATERIALS AND METHODS: Using a model with a 64-slice computerized tomography scanner obtaining images of the abdomen and pelvis with or without chest in a standardized, phantom male patient, organ specific radiation doses were estimated using Monte Carlo simulation techniques. Lifetime attributable risks of cancer were estimated using the approach outlined in the Biological Effects of Ionizing Radiation VII Phase 2 report. RESULTS: With a 5-year surveillance protocol as suggested by the National Comprehensive Cancer Network, lifetime cancer risk ranged from 1 in 52 (1.9%) for an 18-year-old to 1 in 63 for a 40-year-old patient (1.2%). If chest computerized tomography is also performed the risk increases to 1 in 39 (2.6%) and 1 in 85 (1.6%), respectively. Lung and colon cancer accounted for most of the risk. The relative risk of a secondary malignancy with surveillance compared to a single scan after retroperitoneal lymph node dissection is approximately 15.2. CONCLUSIONS: Computerized tomography used in testicular cancer surveillance protocols imparts large radiation doses and is associated with a significant risk of cancer. This risk should be factored into counseling patients with stage I nonseminomatous germ cell tumor.


Assuntos
Neoplasias Induzidas por Radiação/epidemiologia , Doses de Radiação , Neoplasias Testiculares/diagnóstico por imagem , Neoplasias Testiculares/patologia , Tomografia Computadorizada por Raios X/efeitos adversos , Adolescente , Adulto , Distribuição por Idade , Biópsia por Agulha , Estudos de Coortes , Diagnóstico por Imagem/efeitos adversos , Diagnóstico por Imagem/métodos , Relação Dose-Resposta à Radiação , Seguimentos , Humanos , Imuno-Histoquímica , Incidência , Masculino , Pessoa de Meia-Idade , Monitorização Fisiológica/efeitos adversos , Monitorização Fisiológica/métodos , Método de Monte Carlo , Estadiamento de Neoplasias , Neoplasias Induzidas por Radiação/patologia , Valor Preditivo dos Testes , Sistema de Registros , Medição de Risco , Taxa de Sobrevida , Neoplasias Testiculares/mortalidade , Neoplasias Testiculares/cirurgia , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Adulto Jovem
6.
Psychooncology ; 15(2): 121-31, 2006 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-15880458

RESUMO

Spirituality is interdependent with the biological, psychological, and interpersonal aspects of life. Although spirituality has been studied in breast cancer survivors, little work has been done in men with prostate cancer. We sought to determine whether lower spirituality in men with early stage prostate cancer is associated with worse general health-related quality of life (HRQOL), disease-specific HRQOL, or psychosocial health. Two hundred and twenty-two subjects were drawn from a state-funded program providing free prostate cancer treatment to indigent men. Validated instruments captured spirituality, general and disease-specific HRQOL, anxiety, symptom distress, and emotional well-being. We found a consistent relationship between spirituality and the outcomes assessed. Low spirituality was associated with significantly worse physical and mental health, sexual function and more urinary bother after controlling for covariates. All of the psychosocial variables studied reflected worse adjustment in the men with low spirituality. Because the likelihood of prostate cancer survivorship is high, interventions targeting spirituality could impact the physical and psychosocial health of many men.


Assuntos
Nível de Saúde , Neoplasias da Próstata/psicologia , Qualidade de Vida/psicologia , Espiritualidade , Idoso , Ansiedade/diagnóstico , Ansiedade/epidemiologia , Ansiedade/psicologia , Demografia , Depressão/diagnóstico , Depressão/epidemiologia , Depressão/psicologia , Humanos , Relações Interpessoais , Masculino , Pessoa de Meia-Idade , Neoplasias da Próstata/epidemiologia , Inquéritos e Questionários
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