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1.
JAMA Oncol ; 2024 May 23.
Artigo em Inglês | MEDLINE | ID: mdl-38780929

RESUMO

Importance: The association between body composition (BC) and cancer outcomes is complex and incompletely understood. Previous research in non-small-cell lung cancer (NSCLC) has been limited to small, single-institution studies and yielded promising, albeit heterogeneous, results. Objectives: To evaluate the association of BC with oncologic outcomes in patients receiving immunotherapy for advanced or metastatic NSCLC. Design, Setting, and Participants: This comprehensive multicohort analysis included clinical data from cohorts receiving treatment at the Dana-Farber Brigham Cancer Center (DFBCC) who received immunotherapy given alone or in combination with chemotherapy and prospectively collected data from the phase 1/2 Study 1108 and the chemotherapy arm of the phase 3 MYSTIC trial. Baseline and follow-up computed tomography (CT) scans were collected and analyzed using deep neural networks for automatic L3 slice selection and body compartment segmentation (skeletal muscle [SM], subcutaneous adipose tissue [SAT], and visceral adipose tissue). Outcomes were compared based on baseline BC measures or their change at the first follow-up scan. The data were analyzed between July 2022 and April 2023. Main Outcomes and Measures: Hazard ratios (HRs) for the association of BC measurements with overall survival (OS) and progression-free survival (PFS). Results: A total of 1791 patients (878 women [49%]) with NSCLC were analyzed, of whom 487 (27.2%) received chemoimmunotherapy at DFBCC (DFBCC-CIO), 825 (46.1%) received ICI monotherapy at DFBCC (DFBCC-IO), 222 (12.4%) were treated with durvalumab monotherapy on Study 1108, and 257 (14.3%) were treated with chemotherapy on MYSTIC; median (IQR) ages were 65 (58-74), 66 (57-71), 65 (26-87), and 63 (30-84) years, respectively. A loss in SM mass, as indicated by a change in the L3 SM area, was associated with worse oncologic outcome across patient groups (HR, 0.59 [95% CI, 0.43-0.81] and 0.61 [95% CI, 0.47-0.79] for OS and PFS, respectively, in DFBCC-CIO; HR, 0.74 [95% CI, 0.60-0.91] for OS in DFBCC-IO; HR, 0.46 [95% CI, 0.33-0.64] and 0.47 [95% CI, 0.34-0.64] for OS and PFS, respectively, in Study 1108; HR, 0.76 [95% CI, 0.61-0.96] for PFS in the MYSTIC trial). This association was most prominent among male patients, with a nonsignificant association among female patients in the MYSTIC trial and DFBCC-CIO cohorts on Kaplan-Meier analysis. An increase of more than 5% in SAT density, as quantified by the average CT attenuation in Hounsfield units of the SAT compartment, was associated with poorer OS in 3 patient cohorts (HR, 0.61 [95% CI, 0.43-0.86] for DFBCC-CIO; HR, 0.62 [95% CI, 0.49-0.79] for DFBCC-IO; and HR, 0.56 [95% CI, 0.40-0.77] for Study 1108). The change in SAT density was also associated with PFS for DFBCC-CIO (HR, 0.73; 95% CI, 0.54-0.97). This was primarily observed in female patients on Kaplan-Meier analysis. Conclusions and Relevance: The results of this multicohort study suggest that loss in SM mass during systemic therapy for NSCLC is a marker of poor outcomes, especially in male patients. SAT density changes are also associated with prognosis, particularly in female patients. Automated CT-derived BC measurements should be considered in determining NSCLC prognosis.

2.
medRxiv ; 2023 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-37745558

RESUMO

Because humans age at different rates, a person's physical appearance may yield insights into their biological age and physiological health more reliably than their chronological age. In medicine, however, appearance is incorporated into medical judgments in a subjective and non-standardized fashion. In this study, we developed and validated FaceAge, a deep learning system to estimate biological age from easily obtainable and low-cost face photographs. FaceAge was trained on data from 58,851 healthy individuals, and clinical utility was evaluated on data from 6,196 patients with cancer diagnoses from two institutions in the United States and The Netherlands. To assess the prognostic relevance of FaceAge estimation, we performed Kaplan Meier survival analysis. To test a relevant clinical application of FaceAge, we assessed the performance of FaceAge in end-of-life patients with metastatic cancer who received palliative treatment by incorporating FaceAge into clinical prediction models. We found that, on average, cancer patients look older than their chronological age, and looking older is correlated with worse overall survival. FaceAge demonstrated significant independent prognostic performance in a range of cancer types and stages. We found that FaceAge can improve physicians' survival predictions in incurable patients receiving palliative treatments, highlighting the clinical utility of the algorithm to support end-of-life decision-making. FaceAge was also significantly associated with molecular mechanisms of senescence through gene analysis, while age was not. These findings may extend to diseases beyond cancer, motivating using deep learning algorithms to translate a patient's visual appearance into objective, quantitative, and clinically useful measures.

3.
Lancet Digit Health ; 4(9): e657-e666, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-36028289

RESUMO

BACKGROUND: Artificial intelligence (AI) and deep learning have shown great potential in streamlining clinical tasks. However, most studies remain confined to in silico validation in small internal cohorts, without external validation or data on real-world clinical utility. We developed a strategy for the clinical validation of deep learning models for segmenting primary non-small-cell lung cancer (NSCLC) tumours and involved lymph nodes in CT images, which is a time-intensive step in radiation treatment planning, with large variability among experts. METHODS: In this observational study, CT images and segmentations were collected from eight internal and external sources from the USA, the Netherlands, Canada, and China, with patients from the Maastro and Harvard-RT1 datasets used for model discovery (segmented by a single expert). Validation consisted of interobserver and intraobserver benchmarking, primary validation, functional validation, and end-user testing on the following datasets: multi-delineation, Harvard-RT1, Harvard-RT2, RTOG-0617, NSCLC-radiogenomics, Lung-PET-CT-Dx, RIDER, and thorax phantom. Primary validation consisted of stepwise testing on increasingly external datasets using measures of overlap including volumetric dice (VD) and surface dice (SD). Functional validation explored dosimetric effect, model failure modes, test-retest stability, and accuracy. End-user testing with eight experts assessed automated segmentations in a simulated clinical setting. FINDINGS: We included 2208 patients imaged between 2001 and 2015, with 787 patients used for model discovery and 1421 for model validation, including 28 patients for end-user testing. Models showed an improvement over the interobserver benchmark (multi-delineation dataset; VD 0·91 [IQR 0·83-0·92], p=0·0062; SD 0·86 [0·71-0·91], p=0·0005), and were within the intraobserver benchmark. For primary validation, AI performance on internal Harvard-RT1 data (segmented by the same expert who segmented the discovery data) was VD 0·83 (IQR 0·76-0·88) and SD 0·79 (0·68-0·88), within the interobserver benchmark. Performance on internal Harvard-RT2 data segmented by other experts was VD 0·70 (0·56-0·80) and SD 0·50 (0·34-0·71). Performance on RTOG-0617 clinical trial data was VD 0·71 (0·60-0·81) and SD 0·47 (0·35-0·59), with similar results on diagnostic radiology datasets NSCLC-radiogenomics and Lung-PET-CT-Dx. Despite these geometric overlap results, models yielded target volumes with equivalent radiation dose coverage to those of experts. We also found non-significant differences between de novo expert and AI-assisted segmentations. AI assistance led to a 65% reduction in segmentation time (5·4 min; p<0·0001) and a 32% reduction in interobserver variability (SD; p=0·013). INTERPRETATION: We present a clinical validation strategy for AI models. We found that in silico geometric segmentation metrics might not correlate with clinical utility of the models. Experts' segmentation style and preference might affect model performance. FUNDING: US National Institutes of Health and EU European Research Council.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Aprendizado Profundo , Neoplasias Pulmonares , Algoritmos , Inteligência Artificial , Humanos , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Estados Unidos
4.
Int J Radiat Oncol Biol Phys ; 114(4): 666-675, 2022 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-35643252

RESUMO

PURPOSE: We retrospectively evaluated outcomes after radiation therapy for patients with oligoprogression on immune checkpoint inhibitors (ICI). METHODS AND MATERIALS: We identified patients irradiated to ≤5 progressive lesions while receiving ICI between 2010 and 2020. We excluded patients whose systemic therapy was switched after radiation but before progression. We evaluated predictors of local control (LC), progression-free survival (PFS) and overall survival (OS). RESULTS: We screened 1423 patients and identified 120 who were eligible; the most common histologies were lung cancer (n = 59) and melanoma (n = 36). The median number of oligoprogressive lesions was 1. For the median LC of irradiated oligoprogressive lesions, PFS and OS were not reached at 6.41 (4.67-7.66) and 29.80 (22.54-43.33) months, respectively. Tumor histology, radiated site, or radiation modality were not associated with LC, PFS, or OS. Local response to radiation (P < .0001) and radiation of newly developed lesions (P = .02) were associated with LC. Predictors of PFS on univariate and multivariate analyses were best response to radiation (P = .006) and high programmed death ligand 1 tumor proportion score (P = .02). On multivariate analyses, OS was associated with cumulative oligoprogressive lesion volumes (P = .02) and duration of ICI before oligoprogression (P = .03). CONCLUSIONS: Promising outcomes were observed among patients irradiated for oligoprogression on ICI, especially those with a favorable local response, high tumor programmed death ligand 1 expression, and those receiving ICI for longer periods before oligoprogression. These data can help identify patients well suited for radiation therapy versus those who should switch systemic treatment.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Antígeno B7-H1/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/patologia , Humanos , Inibidores de Checkpoint Imunológico/uso terapêutico , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/radioterapia , Estudos Retrospectivos
5.
Adv Radiat Oncol ; 7(2): 100880, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35097241

RESUMO

PURPOSE: Radiation therapy (RT)-associated lymphopenia may adversely affect treatment outcomes, particularly in the era of immunotherapy. We sought to determine dosimetric factors correlated with lymphopenia after palliative RT in a cohort of patients with advanced cancer treated with anti-PD-1 immune checkpoint inhibitors. METHODS AND MATERIALS: We included patients with metastatic lung cancer, melanoma, or renal cell carcinoma who were treated with either pembrolizumab or nivolumab and received palliative RT to an extracranial site. Baseline and nadir absolute lymphocyte counts (ALCs) within 6 weeks of RT were recorded. Dosimetric factors were extracted from the corresponding dose-volume histograms and also used to model the dose to circulating lymphocytes via a whole-body blood flow model that simulates the spatiotemporal distribution of blood particles in major organs during RT. RESULTS: We analyzed 55 patients who underwent 80 total courses of palliative RT; most (94%) were treated with 3-dimensional conformal RT. Doses to the whole body, bone, and large blood vessels (LBVs) were negatively correlated with the ALC nadir, with the strongest correlations seen at V15 (rs, -0.38, -0.43, and -0.37, and P = .0004, .0001, and .0008, respectively). Doses to other organs were not significantly correlated with the ALC nadir. The modeled dose to circulating lymphocytes was also negatively correlated with the ALC nadir and percent ALC change (for D2%, rs, -0.31 and -0.44, and P = .005 and .0001, respectively). Grade ≥3 lymphopenia was associated with LBV V15 (odds ratio [OR], 1.16; 95% CI, 1.07-1.26; P < .001), bone V15 (OR, 1.04; 95% CI, 1.01-1.08; P = .03), body V15 (OR, 1.003; 95% CI, 1.001-1.006; P = .008), and modeled lymphocyte dose (OR, 1.45; 95% CI, 1.16-1.82; P < .001). CONCLUSIONS: The RT dose to the whole body, bone, and LBVs and the modeled dose to circulating lymphocytes were correlated with lymphopenia in patients treated with palliative RT and anti-PD-1 immune checkpoint inhibitors. These findings may inform future radiation planning in this setting.

6.
Cancer ; 126(24): 5274-5282, 2020 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-32926760

RESUMO

BACKGROUND: Prior literature has suggested synergy between immune checkpoint therapy (ICT) and radiotherapy (RT) for the treatment of brain metastases (BrM), but to the authors' knowledge the optimal timing of therapy to maximize this synergy is unclear. METHODS: A total of 199 patients with melanoma and non-small cell lung cancer with BrM received ICT and RT between 2007 and 2016 at the study institution. To reduce selection biases, individual metastases were included only if they were treated with RT within 90 days of ICT. Concurrent treatment was defined as RT delivered on the same day as or in between doses of an ICT course; all other treatment was considered to be nonconcurrent. Multivariable Cox proportional hazards models were used to assess time to response and local disease recurrence on a per-metastasis basis, using a sandwich estimator to account for intrapatient correlation. RESULTS: The final cohort included 110 patients with 340 BrM, with 102 BrM treated concurrently and 238 BrM treated nonconcurrently. Response rates were higher with the use of concurrent treatment (70% vs 47%; P < .001), with correspondingly lower rates of progressive disease (5% vs 26%; P < .001). On multivariable analysis, concurrent treatment was found to be associated with improved time to response (hazard ratio, 1.76; 95% CI, 1.18-2.63 [P = .006]) and decreased local recurrence (hazard ratio, 0.42; 95% CI, 0.23-0.78 [P = .006]). This effect appeared to be greater for melanoma than for non-small cell lung cancer, although interaction tests were not statistically significant. Only 1 of 103 metastases which had a complete response later developed disease progression. CONCLUSIONS: Concurrent RT and ICT may improve response rates and decrease local recurrence of brain metastases compared with treatment that was nonconcurrent but delivered within 90 days. Further study of this combination in prospective, randomized trials is warranted.


Assuntos
Neoplasias Encefálicas/secundário , Neoplasias Encefálicas/terapia , Carcinoma Pulmonar de Células não Pequenas/terapia , Neoplasias Pulmonares/terapia , Melanoma/secundário , Melanoma/terapia , Idoso , Quimiorradioterapia , Progressão da Doença , Feminino , Humanos , Inibidores de Checkpoint Imunológico , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia , Modelos de Riscos Proporcionais , Estudos Prospectivos , Análise de Sobrevida , Resultado do Tratamento
8.
Front Oncol ; 10: 608772, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33614492

RESUMO

Immune checkpoint inhibitors (ICI) have revolutionized cancer treatment over the past decade. However, although the immune landscape suggests a strong rationale for the use of these agents in patients with head and neck squamous cell carcinoma, the available clinical evidence indicates that most patients currently do not respond to ICI monotherapy. Radiotherapy is a primary treatment modality for many patients with locally advanced head and neck cancer. While ionizing radiation traditionally has been thought to act in a purely cytotoxic fashion, a growing body of preclinical studies have demonstrated additional profound immunomodulatory effects. Consequently, there has been a surge of interest in the potential synergy between radiotherapy and immunotherapy, both the potential for radiotherapy to augment the systemic anti-tumor immune response and the potential for immunotherapy to improve in-field tumor response to radiation. In this review, we summarize the current preclinical and clinical evidence for radioimmunotherapy, with a particular focus on studies directly relevant to head and neck squamous cell carcinoma, as well as existing challenges and future directions for this emerging field.

9.
Int J Radiat Oncol Biol Phys ; 105(5): 1113-1118, 2019 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-31479702

RESUMO

PURPOSE: An increasing number of clinical trials are studying immunotherapy for the treatment of brain metastases. The role of local therapy in this setting has not been well described. METHODS AND MATERIALS: Twenty-three melanoma patients with brain metastases were treated with pembrolizumab in a prospective phase 2 trial, NCT02085070, and included in this secondary analysis. Patients had at least 1 untreated or progressive brain metastasis, 5 to 20 mm in size, without any associated neurologic symptoms. Local therapy (stereotactic radiosurgery, surgery, or laser interstitial thermal therapy) was used to treat concerning lesions immediately before trial enrollment and was also allowed on trial in patients whose brain metastases were progressing, but who were otherwise deriving benefit. RESULTS: In total, 13 out of 23 patients (57%) received local therapy immediately before or during the trial-4 patients received local therapy before the trial owing to lesion size or location in sensitive areas; 6 during the trial because of tumor growth, hemorrhage, or radiation necrosis/cystic changes; and 3 both before and during the trial. Of the 10 patients who did not receive local therapy immediately before or during the trial, 8 patients (35%) did not later receive local therapy owing to rapid disease progression, and only 2 patients (9%) lived for 2 years without requiring any local therapy. CONCLUSIONS: Local therapy continues to play an important role in the management of melanoma patients with brain metastases being treated with immunotherapy. These patients should be closely monitored via serial brain imaging, with a multidisciplinary team involved in clinical decision making to ensure each patient's neurologic safety.


Assuntos
Neoplasias Encefálicas/terapia , Imunoterapia , Melanoma/terapia , Equipe de Assistência ao Paciente , Anticorpos Monoclonais Humanizados/uso terapêutico , Neoplasias Encefálicas/patologia , Neoplasias Encefálicas/secundário , Progressão da Doença , Humanos , Terapia a Laser , Melanoma/patologia , Melanoma/secundário , Receptor de Morte Celular Programada 1 , Estudos Prospectivos , Lesões por Radiação , Radiocirurgia , Carga Tumoral
10.
J Neurosurg ; 132(2): 512-517, 2019 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-30771783

RESUMO

OBJECTIVE: Concurrent use of anti-PD-1 therapies with stereotactic radiosurgery (SRS) have been shown to be beneficial for survival and local lesional control in melanoma patients with brain metastases. It is not known, however, if immunotherapy (IT) confers the same outcome advantage in lung cancer patients with brain metastases treated with SRS. METHODS: The authors retrospectively reviewed 85 non-small cell lung cancer (NSCLC) patients with brain metastases who were treated with SRS between January 2006 and December 2016. Thirty-nine PD-L1 antibody-positive patients received anti-PD-1 therapy with SRS (IT group) and 46 patients received chemotherapy (CT) with SRS (CT group). Results were obtained using chi-square, Kaplan-Meier, and Mann-Whitney U tests and Cox regression analyses. RESULTS: Median survival following first radiosurgical treatment in the whole study group was 11.6 months (95% CI 8-15.5 months). Median survival times in the IT group and CT group were 10 months (95% CI 8.3-13.2 months) and 11.6 months (95% CI 7.7-15.6 months), respectively (p = 0.23). A Karnofsky Performance Status (KPS) score < 80 (p = 0.001) and lung-specific molecular marker Graded Prognostic Assessment (lungmol GPA) score < 1.5 (p = 0.02) were found to be predictive of worse survival.Maximal percent lesional shrinkage and time to maximal shrinkage were not significantly different between the CT and IT groups. Of the lesions for which a complete response occurred, 94.8% had pre-SRS volumes < 500 mm3. The amount of lesion shrinkage and time to maximal shrinkage were not different between the IT and CT groups for lesions with volumes < 500 mm3. However, in lesions with volume > 500 mm3, 90% of lesions shrank after radiosurgery in the IT group compared with 47.8% in the CT group (p = 0.001). Median times to initial response and times to maximal shrinkage were faster in the IT group than in the CT group: initial response 49 days (95% CI 33.7-64.3 days) versus 84 days (95% CI 28.1-140 days), p = 0.001; maximal response 105 days (95% CI 59-150 days) versus 182 days (95% CI 119.6-244 days), p = 0.12. CONCLUSIONS: Unlike patients with melanoma, patients with NSCLC with brain metastases undergoing SRS showed no significant benefit-either in terms of survival or total amount of lesional response-when anti-PD-1 therapies were used. However, in lesions with volume > 500 mm3, combining SRS with IT may result in a faster and better volumetric response which may be particularly beneficial in lesions causing mass effect or located in neurologically critical locations.


Assuntos
Neoplasias Encefálicas/secundário , Neoplasias Encefálicas/terapia , Carcinoma Pulmonar de Células não Pequenas/terapia , Imunoterapia/métodos , Neoplasias Pulmonares/terapia , Radiocirurgia/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias Encefálicas/mortalidade , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Estudos de Coortes , Terapia Combinada/métodos , Terapia Combinada/tendências , Feminino , Seguimentos , Humanos , Imunoterapia/mortalidade , Imunoterapia/tendências , Neoplasias Pulmonares/mortalidade , Masculino , Pessoa de Meia-Idade , Radiocirurgia/mortalidade , Radiocirurgia/tendências , Estudos Retrospectivos , Taxa de Sobrevida/tendências , Resultado do Tratamento
11.
Support Care Cancer ; 27(4): 1425-1433, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-30187220

RESUMO

BACKGROUND: Vaginal dilators (VD) are recommended following vaginal or pelvic radiotherapy for patients with endometrial carcinoma (EC) to prevent vaginal stenosis (VS). The time course of VS is not fully understood and the optimal duration of VD use is unknown. METHODS: We reviewed 243 stage IA-II EC patients who received adjuvant brachytherapy (BT) at an academic tertiary referral center. Patients were instructed to use their VD three times per week for at least 1-year duration. The primary outcome was development of grade ≥ 1 VS using CTCAEv4 criteria during the follow-up period. The log-rank test and multivariable Cox proportional hazards modeling were used to evaluate the effect of VD use (noncompliance vs. standard compliance [up to 1 year] vs. extended compliance [over 1 year]) on VS. RESULTS: The median follow-up was 15.2 months over the 5-year study period. At 15 months, the incidence of VS was 38.8% for noncompliant patients, 33.5% for those with standard compliance, and 21.4% for those with extended compliance (median time to grade ≥ 1 VS was 17.5 months, 26.7 months, and not yet reached for these groups, respectively). On multivariable Cox regression analysis, extended compliance remained a significant predictor of reduced VS risk when compared to both noncompliance (HR 0.38, 95% CI 0.18-0.80, p = 0.012) and standard compliance (HR 0.43, 95% CI 0.20-0.89, p = 0.023). CONCLUSIONS: The risk of VS persists beyond 1 year after BT. Extended VD compliance beyond 1 year may mitigate this risk.


Assuntos
Braquiterapia , Constrição Patológica/prevenção & controle , Dilatação/instrumentação , Neoplasias do Endométrio/radioterapia , Doenças Vaginais/prevenção & controle , Adulto , Idoso , Braquiterapia/efeitos adversos , Constrição Patológica/etiologia , Feminino , Seguimentos , Humanos , Pessoa de Meia-Idade , Cooperação do Paciente , Dosagem Radioterapêutica , Resultado do Tratamento , Vagina/patologia , Vagina/efeitos da radiação
12.
J Gynecol Oncol ; 28(6): e84, 2017 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-29027402

RESUMO

OBJECTIVE: To examine the outcomes (tolerability, toxicity, and recurrence) of vaginal brachytherapy (VBT) among endometrial cancer (EC) patients treated with small cylinder size. METHODS: Patients with EC who received adjuvant VBT between September 2011 and December 2015 were reviewed. Patients were fitted with the largest vaginal cylinder they could comfortably accommodate, from 2.0-3.0 cm diameter. Small cylinders were defined as size 2.3 cm or less. Patient, tumor, or treatment characteristics were correlated with need for small cylinders. Treatment tolerability, measures of gastrointestinal (GI), genitourinary (GU), and vaginal toxicity, and rates of recurrence were analyzed. RESULTS: Three hundred four patients were included. Small cylinders were used in 51 patients (17%). Normal body mass index (BMI; p<0.001), nulligravidity (p<0.001), and shorter vaginal length (p<0.001) were associated with small cylinder size. There was no acute or late grade 3 toxicity. Rates of acute (grade 1-2) GI, GU, or vaginal symptoms were low (10%, 11%, and 19%, respectively). Small cylinder size was associated with increased likelihood of reporting acute GI (p<0.05) but not GU or vaginal symptoms. Small cylinder size was associated with higher risk of grade 1-2 vaginal stenosis (odds ratio [OR]=4.7; 95% confidence interval [CI]=1.5-14.7; p=0.007). There was no association between cylinder size and recurrence rate (p=0.55). CONCLUSION: VBT is generally very well tolerated, however, patients fitted with smaller cylinders (commonly nulligravid and low BMI) may have increased side effects. Further study to improve the dosimetry of VBT for patients requiring small cylinders may be worthwhile.


Assuntos
Adenocarcinoma/radioterapia , Braquiterapia/instrumentação , Neoplasias do Endométrio/radioterapia , Gastroenteropatias/epidemiologia , Histerectomia , Lesões por Radiação/epidemiologia , Radioterapia Adjuvante/instrumentação , Doenças Vaginais/epidemiologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Índice de Massa Corporal , Constrição Patológica , Bases de Dados Factuais , Feminino , Número de Gestações , Humanos , Excisão de Linfonodo , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Ovariectomia , Salpingectomia , Resultado do Tratamento , Vagina
13.
Radiother Oncol ; 125(1): 80-88, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-28916225

RESUMO

BACKGROUND: Numerous studies suggest that radiation can boost antitumor immune response by stimulating release of tumor-specific antigens. However, the optimal timing between radiotherapy and immune checkpoint blockade to achieve potentially synergistic benefits is unclear. MATERIAL AND METHODS: Multi-institutional retrospective analysis was conducted of ninety-nine metastatic melanoma patients from 2007 to 2014 treated with ipilimumab who later received stereotactic radiosurgery (SRS) for new brain metastases that developed after starting immunotherapy. All patients had complete blood count acquired before SRS. Primary outcomes were intracranial disease control and overall survival (OS). RESULTS: The median follow-up time was 15.5months. In the MD Anderson cohort, patients who received SRS after 5.5months (n=20) of their last dose of ipilimumab had significantly worse intracranial control than patients who received SRS within 5.5months (n=51) (median 3.63 vs. 8.09months; hazard ratio [HR] 2.07, 95% confidence interval [CI] 1.03-4.16, p=0.041). OS was not different between the two arms. The improvement in intracranial control was confirmed in an independent validation cohort of 28 patients treated at Yale-New Haven Hospital. Circulating absolute lymphocyte count before SRS predicted for treatment response as those with baseline counts >1000/µL had reduced risk of intracranial recurrence compared with those with ≤1000/µL (HR 0.46, 95% CI 0.0.23-0.94, p=0.03). CONCLUSIONS: In this multi-institutional study, patients who received SRS for new brain metastases within 5.5months after ipilimumab therapy had better intracranial disease control than those who received SRS later. Moreover, higher circulating lymphocyte count was associated with improved intracranial disease control.


Assuntos
Neoplasias Encefálicas/radioterapia , Neoplasias Encefálicas/secundário , Ipilimumab/uso terapêutico , Melanoma/tratamento farmacológico , Melanoma/radioterapia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Antineoplásicos Imunológicos/uso terapêutico , Neoplasias Encefálicas/tratamento farmacológico , Antígeno CTLA-4/antagonistas & inibidores , Feminino , Humanos , Masculino , Melanoma/patologia , Pessoa de Meia-Idade , Radiocirurgia/métodos , Estudos Retrospectivos , Adulto Jovem
14.
J Neurooncol ; 132(3): 479-485, 2017 05.
Artigo em Inglês | MEDLINE | ID: mdl-28275886

RESUMO

The response assessment in neuro-oncology (RANO) working group recently proposed standardized response criteria for brain metastases (RANO-BM). We sought to compare RANO-BM to other criteria in an ongoing brain metastasis trial. The first 36 patients enrolled on NCT02085070, an ongoing trial of pembrolizumab for patients with untreated brain metastases, were included in this analysis. As RANO-BM had not been proposed when the protocol was written, response on trial was assessed using an institutional modification of RECIST 1.1 (mRECIST), wherein minimum target brain lesion size was 5 mm in longest diameter and up to five target brain lesions were followed. We here additionally assessed response using standard RECIST 1.1, RANO high-grade glioma (RANO-HGG), and RANO-BM. Comparison between the four criteria sets using cases eligible across the board revealed excellent concordance (kappa statistic > 0.8), with only one discordant case. However, compared to RECIST 1.1 or RANO-BM, using a 5 mm threshold for target brain lesions in mRECIST allowed enrollment of 13 additional patients, five of whom had durable responses. Compared to RANO-HGG, 19 additional patients were enrolled using mRECIST, eight of whom had durable responses. Consequently, this resulted in response rates ranging from 12% with RANO-HGG to 28% with mRECIST. This study supports using a 5 mm threshold for target brain lesions when using high resolution MRI with ≤2 mm slices to facilitate accrual to similar clinical trials and provide earlier access to novel therapies for brain metastasis patients. Concordance among the four criteria studied was otherwise very high.


Assuntos
Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/tratamento farmacológico , Oncologia/normas , Resultado do Tratamento , Adulto , Idoso , Idoso de 80 Anos ou mais , Anticorpos Monoclonais Humanizados/uso terapêutico , Antineoplásicos Imunológicos/uso terapêutico , Neoplasias Encefálicas/secundário , Feminino , Humanos , Imunoterapia/métodos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade
15.
Cancer ; 122(19): 3051-8, 2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-27285122

RESUMO

BACKGROUND: Growing evidence suggests that immunotherapy and radiation therapy can be synergistic in the treatment of cancer. This study was performed to determine the effect of the relative timing and type of immune checkpoint therapy on the response of melanoma brain metastases (BrMets) to treatment with stereotactic radiosurgery (SRS). METHODS: Seventy-five melanoma patients with 566 BrMets were treated with both SRS and immune checkpoint therapy between 2007 and 2015 at a single institution. Immunotherapy and radiosurgery treatment of any single lesion were considered concurrent if SRS was administered within 4 weeks of immunotherapy. The impact of the timing and type of immunotherapy on the lesional response was determined with the Wilcoxon rank-sum test, which was used to compare the median percent lesion volume change 1.5, 3, and 6 months after SRS treatment, with significance determined by P = .0167 according to the Bonferroni correction for multiple comparisons. RESULTS: Concurrent use of immunotherapy and SRS resulted in a significantly greater median percent reduction in the lesion volume at 1.5 (-63.1% vs -43.2%, P < .0001), 3 (-83.0% vs -52.8%, P < .0001), and 6 months (-94.9% vs -66.2%, P < .0001) in comparison with nonconcurrent therapy. The median percent reduction in the lesion volume was also significantly greater for anti-programmed cell death protein 1 (anti-PD-1) than anti-cytotoxic T-lymphocyte-associated protein 4 (anti-CTLA-4) at 1.5 (-71.1% vs -48.2%, P < .0001), 3 (-89.3% vs -66.2%, P < .0001), and 6 months (-95.1% vs -75.9%, P = .0004). CONCLUSIONS: The administration of immunotherapy within 4 weeks of SRS results in an improved lesional response of melanoma BrMets in comparison with treatment separated by longer than 4 weeks. Anti-PD-1 therapy also results in a greater lesional response than anti-CTLA-4 after SRS. Cancer 2016;122:3051-3058. © 2016 American Cancer Society.


Assuntos
Neoplasias Encefálicas/secundário , Pontos de Checagem do Ciclo Celular/imunologia , Imunoterapia , Melanoma/patologia , Radiocirurgia , Linfócitos T Citotóxicos/imunologia , Neoplasias Encefálicas/imunologia , Neoplasias Encefálicas/terapia , Antígeno CTLA-4/antagonistas & inibidores , Antígeno CTLA-4/imunologia , Terapia Combinada , Feminino , Seguimentos , Humanos , Masculino , Melanoma/imunologia , Melanoma/terapia , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Prognóstico , Receptor de Morte Celular Programada 1/antagonistas & inibidores , Receptor de Morte Celular Programada 1/imunologia , Estudos Retrospectivos , Taxa de Sobrevida , Tempo para o Tratamento
16.
J Radiosurg SBRT ; 4(1): 53-60, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-29296426

RESUMO

PURPOSE: Treatment-related imaging changes (TRICs) after stereotactic radiosurgery (SRS) involves the benign transient enlargement of radiographic lesions after treatment. Identifying the radiation dose volumes and conformality metrics associated with TRICs for different post-treatment periods would be helpful and improve clinical decision making. METHODS: 367 metastases in 113 patients were treated using Gamma Knife SRS between 1/1/2007-12/31/2009. Each metastasis was measured at each imaging follow-up to detect TRICs (defined as ≥ 20% increase in volume). Fluctuations in small volume lesions (less than 108 mm3) were ignored given widely variable conformity indices (CI) for small volumes. The Karolinska Adverse Radiation Effect (KARE) factor, Paddick's CI, Shaw's CI, tumor volume (TV), 10 Gy (V10) and 12 Gy (V12) volumes, and prescription isodose volume (PIV) were calculated. RESULTS: From 0-6 months, all measures correlated with the incidence of TRICs (p<.001), except KARE, which was inversely correlated. During the 6-12 month period all measures except KARE were still correlated. Beyond 12 months, no correlation was found between any of the measures and the development of TRICs. CONCLUSIONS: All metrics except KARE were associated with TRICs from 0-12 months only. Additional patient and treatment factors may become dominant at greater times after SRS.

17.
Mol Cancer Res ; 13(10): 1389-97, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26116172

RESUMO

UNLABELLED: Radiotherapy and DNA-damaging chemotherapy are frequently utilized in the treatment of solid tumors. Innate or acquired resistance to these therapies remains a major clinical challenge in oncology. The development of small molecules that sensitize cancers to established therapies represents an attractive approach to extending survival and quality of life in patients. Here, we demonstrate that YU238259, a member of a novel class of DNA double-strand break repair inhibitors, exhibits potent synthetic lethality in the setting of DNA damage response and DNA repair defects. YU238259 specifically inhibits homology-dependent DNA repair, but not non-homologous end-joining, in cell-based GFP reporter assays. Treatment with YU238259 is not only synergistic with ionizing radiation, etoposide, and PARP inhibition, but this synergism is heightened by BRCA2 deficiency. Further, growth of BRCA2-deficient human tumor xenografts in nude mice is significantly delayed by YU238259 treatment even in the absence of concomitant DNA-damaging therapy. The cytotoxicity of these small molecules in repair-deficient cells results from an accumulation of unresolved DNA double-strand breaks. These findings suggest that YU238259 or related small molecules may have clinical benefit to patients with advanced BRCA2-negative tumors, either as a monotherapy or as an adjuvant to radiotherapy and certain chemotherapies. IMPLICATIONS: We have identified a novel series of compounds that demonstrate synthetic lethality in DNA repair-deficient cell and animal models and have strong potential for clinical translation.


Assuntos
Benzamidas/farmacologia , Reparo do DNA/efeitos dos fármacos , Neoplasias/tratamento farmacológico , Neoplasias/radioterapia , Radiossensibilizantes/farmacologia , Sulfonamidas/farmacologia , Animais , Protocolos de Quimioterapia Combinada Antineoplásica/farmacologia , Neoplasias Ósseas/tratamento farmacológico , Neoplasias Ósseas/genética , Neoplasias Ósseas/radioterapia , Linhagem Celular Tumoral , Dicroísmo Circular , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/genética , Neoplasias Colorretais/radioterapia , Quebras de DNA de Cadeia Dupla , Sinergismo Farmacológico , Etoposídeo/administração & dosagem , Etoposídeo/farmacologia , Glioma/tratamento farmacológico , Glioma/genética , Glioma/radioterapia , Ensaios de Triagem em Larga Escala , Humanos , Substâncias Intercalantes/farmacologia , Camundongos , Camundongos Nus , Estrutura Molecular , Neoplasias/genética , Osteossarcoma/tratamento farmacológico , Osteossarcoma/genética , Osteossarcoma/radioterapia , Inibidores de Poli(ADP-Ribose) Polimerases/farmacologia , Bibliotecas de Moléculas Pequenas/farmacologia , Ensaios Antitumorais Modelo de Xenoenxerto
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