RESUMO
PURPOSE: To confirm the superiority of effective dose (Deff) over mean lung dose (MLD) for predicting risk of radiation pneumonitis (RP), using data from patients on a randomized trial of intensity modulated radiation therapy (IMRT) versus passively scattered proton therapy (PSPT). METHODS AND MATERIALS: The prescribed target dose for the 203 evaluated patients was 66 to 74 Gy (relative biological effectiveness) in 33 to 37 fractions with concurrent carboplatin/paclitaxel. Time to grade ≥2 RP was computed from the start of radiation therapy, with disease recurrence or death considered censoring events. Generalized Lyman models of censored time to RP were constructed with MLD or Deff as the dosimetric parameter. Smoking status (current, former, never) was also analyzed. RESULTS: Of the 203 patients, 46 experienced grade ≥2 RP (crude incidence 23%) at a median 3.7 months (range, 0.6-12.6 months). The volume parameter estimated for the Deff model was n = 0.5, confirming estimates from earlier studies. Compared with MLD (in which n = 1), the dosimetric parameter Deff, computed using n = 0.5, resulted in a better fit of the Lyman model to the clinical data (P = .010). Using Deff, the model describes RP risk for IMRT and PSPT data combined because no further improvement was found from separate fits (P = .558). Based on Deff, predicted RP risk per patient ranged from 24 percentage points lower to 19 percentage points higher than predictions based on MLD. For patients with similar MLD, Deff predicted higher risk, on average, for PSPT over IMRT. Current smokers had a lower risk of RP compared with former smokers and nonsmokers (P = .021). CONCLUSIONS: We used data from a randomized trial to validate our previous finding that Deff with n = 0.5 (corresponding to root mean squared dose) is a better predictor of RP than is MLD. Differences between Deff and MLD indicate that delivering higher doses to smaller lung volumes (vs lower doses to larger volumes) increases RP risk. We further corroborated that current smoking is associated with decreased RP risk.
Assuntos
Carcinoma Pulmonar de Células não Pequenas/radioterapia , Neoplasias Pulmonares/radioterapia , Pulmão/efeitos da radiação , Pneumonite por Radiação/diagnóstico , Radioterapia de Intensidade Modulada/métodos , Fumar/efeitos adversos , Adulto , Idoso , Idoso de 80 Anos ou mais , Teorema de Bayes , Carboplatina/administração & dosagem , Interpretação Estatística de Dados , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia , Paclitaxel/administração & dosagem , Fótons , Terapia com Prótons/métodos , Prótons , Radiometria , Radioterapia , Reprodutibilidade dos Testes , Risco , Espalhamento de Radiação , Adulto JovemRESUMO
OBJECTIVE: The current study was undertaken to determine if the CPS+EG score could stratify patients with respect to local-regional recurrence (LRR). BACKGROUND: We previously defined and validated a novel breast cancer staging system incorporating the American Joint Committee on Cancer clinical stage (CS), final pathologic stage (PS), estrogen receptor status (E), and nuclear grade (G) (CPS+EG score). The score is associated with disease-specific survival outcomes in patients treated with neoadjuvant chemotherapy. METHODS: Patients receiving neoadjuvant chemotherapy between 1997 and 2005 were identified and clinicopathologic data were used to determine the CPS+EG score. Type of local therapy, breast-conserving therapy, mastectomy alone, or mastectomy followed by postmastectomy radiation therapy was recorded. Multivariate analysis, including CPS+EG score and local therapy, was performed to evaluate for association with LRR. RESULTS: Of 1697 patients, breast conserving therapy was performed in 656 (39%), mastectomy in 297 (17%) and mastectomy + postmastectomy radiation therapy in 744 (44%). At a median follow-up of 49 months, the crude incidence of LRR was 6.5%. Freedom from LRR at 5 years ranged from 86% to 97% by clinical stage, 86% to 97% by pathologic stage, and 71% to 99% by CPS+EG score. On multivariate analysis, CPS+EG score and surgery type were independently associated with LRR, with increased risk among patients with CPS+EG scores of 3 or greater (HR 1.94, 95% CI 1.04-3.63) or mastectomy alone (HR 2.14, 95% CI 1.26-3.63). CONCLUSIONS: The CPS+EG staging system better stratifies patients with respect to LRR after neoadjuvant chemotherapy than presenting clinical stage or final pathologic stage. For CPS+EG scores ≥3, use of postmastectomy radiation therapy decreases the likelihood of LRR after mastectomy.
Assuntos
Neoplasias da Mama/tratamento farmacológico , Terapia Neoadjuvante/métodos , Recidiva Local de Neoplasia/mortalidade , Recidiva Local de Neoplasia/patologia , Centros Médicos Acadêmicos , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/mortalidade , Neoplasias da Mama/patologia , Neoplasias da Mama/cirurgia , Quimioterapia Adjuvante , Estudos de Coortes , Bases de Dados Factuais , Intervalo Livre de Doença , Feminino , Humanos , Incidência , Estimativa de Kaplan-Meier , Mastectomia/métodos , Pessoa de Meia-Idade , Análise Multivariada , Invasividade Neoplásica/patologia , Recidiva Local de Neoplasia/terapia , Estadiamento de Neoplasias , Valor Preditivo dos Testes , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Medição de Risco , Análise de Sobrevida , Resultado do TratamentoRESUMO
BACKGROUND AND PURPOSE: To determine whether the impact of heart dose on early overall survival (OS) reported in RTOG 0617 could be confirmed in an independent cohort. MATERIALS AND METHODS: Heart and lung dose-volume histogram data were retrospectively extracted for patients with stage IIIA-IIIB non-small cell lung cancer (NSCLC) who had received radiotherapy using 3D CRT, IMRT or proton therapy delivered with concurrent chemotherapy between 1999 and 2010. Potential associations between clinical and dosimetric factors and OS up to 24months after start of treatment were assessed in univariate and multivariate analyses with log-rank tests or Cox proportional hazards models. RESULTS: 468 patients met inclusion criteria. Factors associated with increased risk of early death in univariate analyses were performance status (PS), stage, treatment with 3D conformal radiotherapy, lower tumor dose and larger gross tumor volume (GTV), mean heart dose (MHD), heart V5, mean lung dose (MLD) and lung V5. Factors retaining significance in multivariate analysis were PS, GTV, and MLD. There was a strong correlation between MHD and heart V5 with MLD. However, no evidence was found that heart doses had an independent effect on OS during the first 2years. CONCLUSIONS: In a large group of patients treated with chemoradiation for locally advanced NSCLC, heart dose was not found to be associated with early survival outcomes when lung dose was taken into account. Nevertheless, based on the known adverse effects of radiotherapy on vasculature and cardiac function, dose to the heart should be minimized during radiotherapy planning.
Assuntos
Carcinoma Pulmonar de Células não Pequenas/terapia , Quimiorradioterapia , Coração/efeitos da radiação , Neoplasias Pulmonares/terapia , Pulmão/efeitos da radiação , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Feminino , Humanos , Neoplasias Pulmonares/mortalidade , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Dosagem Radioterapêutica , Radioterapia Conformacional/efeitos adversos , Estudos RetrospectivosRESUMO
IMPORTANCE: We previously described and validated a breast cancer staging system (CPS+EG, clinical-pathologic scoring system incorporating estrogen receptor-negative disease and nuclear grade 3 tumor pathology) for assessing prognosis after neoadjuvant chemotherapy using pretreatment clinical stage, posttreatment pathologic stage, estrogen receptor (ER) status, and grade. Development of the CPS+EG staging system predated routine administration of trastuzumab in patients with ERBB2-positive disease (formerly HER2 or HER2/neu). OBJECTIVE: To validate the CPS+EG staging system using the new definition of ER positivity (≥1%) and to develop an updated staging system (Neo-Bioscore) that incorporates ERBB2 status into the previously developed CPS+EG. DESIGN, SETTING, AND PARTICIPANTS: Retrospective review of data collected prospectively from January 2005 through December 2012 on patients with breast cancer treated with neoadjuvant chemotherapy at The University of Texas MD Anderson Cancer Center. MAIN OUTCOMES AND MEASURE: Prognostic scores were computed using 2 versions of the CPS+EG staging system, one with ER considered positive if it measured 10% or higher, the other with ER considered positive if it measured 1% or higher. Fits of the Cox proportional hazards model for the 2 sets of prognostic scores were compared using the Akaike Information Criterion (AIC). Status of ERBB2 was added to the model, and the likelihood ratio test was used to determine improvement in fit. RESULTS: A total of 2377 patients were included; all were women (median age, 50 years [range, 21-87 years]); ER status was less than 1% in 28.9%, 1% to 9% in 8.3%, and 10% or higher in 62.8%; 591 patients were ERBB2 positive. Median follow-up was 4.2 years (range, 0.5-11.7 years). Five-year disease-specific survival was 89% (95% CI, 87%-90%). Using 1% or higher as the cutoff for ER positivity, 5-year disease-specific survival estimates determined using the CPS+EG stage ranged from 52% to 98%, thereby validating our previous finding that the CPS+EG score facilitates more refined categorization into prognostic subgroups than clinical or final pathologic stage alone. The AIC value for this model was 3333.06, while for a model using 10% or higher as the cutoff for ER positivity, it was 3333.38, indicating that the model fits were nearly identical. The improvement in fit of the model when ERBB2 status was added was highly significant, with 5-year disease-specific survival estimates ranging from 48% to 99% (P < .001). Incorporating ERBB2 into the staging system defined the Neo-Bioscore, which provided improved stratification of patients with respect to prognosis. CONCLUSIONS AND RELEVANCE: The Neo-Bioscore improves our previously validated staging system and allows its application in ERBB2-positive patients. We recommend that treatment response and biologic markers be incorporated into the American Joint Committee on Cancer staging system.
Assuntos
Neoplasias da Mama/tratamento farmacológico , Receptor alfa de Estrogênio/genética , Prognóstico , Receptor ErbB-2/genética , Adulto , Idoso , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Intervalo Livre de Doença , Feminino , Humanos , Pessoa de Meia-Idade , Terapia Neoadjuvante , Gradação de Tumores , Estadiamento de Neoplasias , Valor Preditivo dos TestesRESUMO
The purpose of this study was to develop an approach to generate artificial computed tomography (CT) images with known deformation by learning the anatomy changes in a patient population for voxel-level validation of deformable image registration. Using a dataset of CT images representing anatomy changes during the course of radiation therapy, we selected a reference image and registered the remaining images to it, either directly or indirectly, using deformable registration. The resulting deformation vector fields (DVFs) represented the anatomy variations in that patient population. The mean deformation, computed from the DVFs, and the most prominent variations, which were captured using principal component analysis (PCA), composed an active shape model that could generate random known deformations with realistic anatomy changes based on those learned from the patient population. This approach was applied to a set of 12 head and neck patients who received intensity-modulated radiation therapy for validation. Artificial planning CT and daily CT images were generated to simulate a patient with known anatomy changes over the course of treatment and used to validate the deformable image registration between them. These artificial CT images potentially simulated the actual patients' anatomies and also showed realistic anatomy changes between different daily CT images. They were used to successfully validate deformable image registration applied to intrapatient deformation.
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Simulação por Computador , Neoplasias de Cabeça e Pescoço/patologia , Processamento de Imagem Assistida por Computador/métodos , Imagens de Fantasmas , Tomografia Computadorizada por Raios X/métodos , Algoritmos , Neoplasias de Cabeça e Pescoço/radioterapia , Humanos , Dosagem Radioterapêutica , Planejamento da Radioterapia Assistida por Computador , Radioterapia de Intensidade Modulada , Estudos RetrospectivosRESUMO
BACKGROUND: Our group previously published data showing that patients could be stratified by constructed molecular subtype with respect to locoregional recurrence (LRR)-free survival after neoadjuvant chemotherapy and breast-conserving therapy (BCT). That study predated use of trastuzumab for human epidermal growth factor receptor 2 (HER2)-positive patients. The current study was undertaken to determine the impact of subtype and response to therapy in a contemporary cohort. METHODS: Clinicopathologic data from 751 breast cancer patients who received neoadjuvant chemotherapy (with trastuzumab if HER2(+)) and BCT from 2005 to 2012 were identified. Hormone receptor (HR) and HER2 status were used to construct molecular subtypes: HR(+)/HER2(-) (n = 369), HR(+)/HER2(+) (n = 105), HR(-)/HER2(+) (n = 58), and HR(-)/HER2(-) (n = 219). Actuarial rates of LRR were determined by the Kaplan-Meier method and compared by the log-rank test. Multivariate analysis was performed to determine factors associated with LRR. RESULTS: The pathologic complete response (pCR) rates by subtype were as follows: 16.5% (HR(+)/HER2(-)), 45.7% (HR(+)/HER2(+)), 72.4% (HR(-)/HER2(+)), and 42.0% (HR(-)/HER2(-)) (P < 0.001). Median follow-up was 4.6 years. The 5-year LRR-free survival rate for all patients was 95.4%. Five-year LRR-free survival rates by subtype were 97.2 % (HR(+)/HER2(-)), 96.1% (HR(+)/HER2(+)), 94.4% (HR(-)/HER2(+)), and 93.4% (HR(-)/HER2(-)) (P = 0.44). For patients with HR(-)/HER2(+) disease, the LRR-free survival rates were 97.4 and 86.7% for those who did and those who did not experience pCR, respectively. For patients with HR(-)/HER2(-) disease, the LRR-free survival rates were 98.6% (pCR) versus 89.9% (no pCR). On multivariate analysis, the HR(-)/HER2(-) subtype, clinical stage III disease, and failure to experience a pCR were associated with LRR. CONCLUSIONS: Patients undergoing BCT after neoadjuvant chemotherapy have excellent rates of 5-year LRR-free survival that are affected by molecular subtype and by response to neoadjuvant chemotherapy.
Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Biomarcadores Tumorais/metabolismo , Neoplasias da Mama/patologia , Mastectomia Segmentar , Terapia Neoadjuvante , Adulto , Idoso , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/metabolismo , Neoplasias da Mama/cirurgia , Quimioterapia Adjuvante , Terapia Combinada , Feminino , Seguimentos , Humanos , Técnicas Imunoenzimáticas , Pessoa de Meia-Idade , Gradação de Tumores , Estadiamento de Neoplasias , Prognóstico , Receptor ErbB-2/metabolismo , Receptores de Estrogênio/metabolismo , Receptores de Progesterona/metabolismo , Taxa de Sobrevida , Adulto JovemRESUMO
Breast cancer is a leading cause of death for women, with mortality resulting from metastasis. Metastases are often detected once tumour cells affect the function of solid organs, with a high disease burden limiting effective treatment. Here we report a method for the early detection of metastasis using an implanted scaffold to recruit and capture metastatic cells in vivo, which achieves high cell densities and reduces the tumour burden within solid organs 10-fold. Recruitment is associated with infiltration of immune cells, which include Gr1(hi)CD11b(+) cells. We identify metastatic cells in the scaffold through a label-free detection system using inverse spectroscopic optical coherence tomography, which identifies changes to nanoscale tissue architecture associated with the presence of tumour cells. For patients at risk of recurrence, scaffold implantation following completion of primary therapy has the potential to identify metastatic disease at the earliest stage, enabling initiation of therapy while the disease burden is low.
Assuntos
Adenocarcinoma/diagnóstico , Materiais Biocompatíveis , Neoplasias da Mama/diagnóstico , Neoplasias Hepáticas/diagnóstico , Neoplasias Pulmonares/diagnóstico , Células Neoplásicas Circulantes , Alicerces Teciduais , Adenocarcinoma/secundário , Animais , Neoplasias da Mama/patologia , Modelos Animais de Doenças , Detecção Precoce de Câncer , Feminino , Humanos , Neoplasias Hepáticas/secundário , Neoplasias Pulmonares/secundário , Camundongos , Metástase Neoplásica , Transplante de Neoplasias , Próteses e Implantes , Tomografia de Coerência Óptica , Carga TumoralRESUMO
BACKGROUND: Adjuvant tamoxifen reduces breast cancer recurrence risk and mortality; however, initiation and treatment persistence are poor for younger patients. We hypothesized that a unique set of factors, including fertility concerns, would contribute to the poor tamoxifen use among premenopausal patients. METHODS: From 2007 to 2012, 515 premenopausal patients younger than age 45 years, with stage 0 to III hormone receptor-positive breast cancer, for whom tamoxifen was recommended, were identified. Clinical and pathologic tumor characteristics, treatment regimens, and fertility concerns were recorded. Clinical factors associated with tamoxifen noninitiation and discontinuation were identified using univariate and multivariable analysis. After the recommendation for tamoxifen, patient reasons for tamoxifen noninitiation or discontinuation were also documented. All statistical tests were two-sided. RESULTS: Based on multivariable analysis, fertility concerns were statistically associated with both noninitiation (odds ratio = 5.04, 95% confidence interval (CI) = 2.29 to 11.07) and early discontinuation (hazard ratio = 1.78, 95% CI = 1.09 to 3.38) of tamoxifen. Other independent predictors of noninitiation included a diagnosis of ductal carcinoma in situ, declining radiation, and not receiving chemotherapy (stage I-III). Additionally, smoking and not receiving radiation therapy were statistically significant predictors of early withdrawal from therapy. Primary patient reasons for noninitiation and early discontinuation included concerns about side effects and fertility. CONCLUSION: This study provided insight into factors associated with tamoxifen use for reproductive-aged breast cancer survivors, with a new focus on fertility. Fertility concerns negatively impacted tamoxifen initiation and continuation among premenopausal patients. Interventions to optimize treatment initiation and persistence for young cancer patients should include access to fertility preservation options.
Assuntos
Antineoplásicos Hormonais/administração & dosagem , Neoplasias da Mama/tratamento farmacológico , Moduladores de Receptor Estrogênico/administração & dosagem , Infertilidade Feminina/induzido quimicamente , Adesão à Medicação , Pré-Menopausa , Tamoxifeno/administração & dosagem , Adulto , Antineoplásicos Hormonais/efeitos adversos , Neoplasias da Mama/prevenção & controle , Carcinoma Intraductal não Infiltrante/tratamento farmacológico , Esquema de Medicação , Moduladores de Receptor Estrogênico/efeitos adversos , Feminino , Humanos , Infertilidade Feminina/prevenção & controle , Infertilidade Feminina/psicologia , Adesão à Medicação/psicologia , Adesão à Medicação/estatística & dados numéricos , Recidiva Local de Neoplasia/prevenção & controle , Fatores de Risco , Tamoxifeno/efeitos adversosRESUMO
BACKGROUND AND PURPOSE: With modern radiotherapy technology we have the means to substantially reduce late gastrointestinal toxicities after radiation therapy for prostate cancer. However, there is still a lack of knowledge regarding the spectrum of patient-reported gastrointestinal symptoms after such treatment. MATERIALS AND METHODS: We conducted a cross-sectional study using a study-specific questionnaire to survey gastrointestinal symptoms 2-14years after prostate cancer radiation therapy. We included 985 men treated between 1994 and 2006 with primary (EBRT) or salvage (POSTOP) external beam radiation therapy or EBRT and high-dose rate brachytherapy (EBRT BT). We also included 350 non-irradiated population-based controls randomly matched 1:3 for age and area of residence. RESULTS: Survey participation rate was 89% (874/985) for survivors and 73% (243/332) for controls. We found significant increased prevalence ratios for 13/34 symptoms in the primary EBRT group, 10/34 symptoms in the EBRT BT group and 9/34 symptoms in the POSTOP group, several of which have not been described previously. Bother due to these symptoms increased with increasing symptom intensity and was highest for fecal leakage and defecation urgency. CONCLUSIONS: Our results can be used to inform clinical evaluation and future studies of long-term gastrointestinal toxicity after radiotherapy for prostate cancer.
Assuntos
Gastroenteropatias/etiologia , Gastroenteropatias/fisiopatologia , Neoplasias da Próstata/radioterapia , Lesões por Radiação/etiologia , Lesões por Radiação/fisiopatologia , Idoso , Idoso de 80 Anos ou mais , Braquiterapia/efeitos adversos , Braquiterapia/métodos , Estudos de Casos e Controles , Estudos Transversais , Humanos , Masculino , Pessoa de Meia-Idade , Terapia de Salvação , Inquéritos e Questionários , SobreviventesRESUMO
PURPOSE: To determine whether pretreatment CT texture features can improve patient risk stratification beyond conventional prognostic factors (CPFs) in stage III non-small cell lung cancer (NSCLC). METHODS AND MATERIALS: We retrospectively reviewed 91 cases with stage III NSCLC treated with definitive chemoradiation therapy. All patients underwent pretreatment diagnostic contrast enhanced computed tomography (CE-CT) followed by 4-dimensional CT (4D-CT) for treatment simulation. We used the average-CT and expiratory (T50-CT) images from the 4D-CT along with the CE-CT for texture extraction. Histogram, gradient, co-occurrence, gray tone difference, and filtration-based techniques were used for texture feature extraction. Penalized Cox regression implementing cross-validation was used for covariate selection and modeling. Models incorporating texture features from the 33 image types and CPFs were compared to those with models incorporating CPFs alone for overall survival (OS), local-regional control (LRC), and freedom from distant metastases (FFDM). Predictive Kaplan-Meier curves were generated using leave-one-out cross-validation. Patients were stratified based on whether their predicted outcome was above or below the median. Reproducibility of texture features was evaluated using test-retest scans from independent patients and quantified using concordance correlation coefficients (CCC). We compared models incorporating the reproducibility seen on test-retest scans to our original models and determined the classification reproducibility. RESULTS: Models incorporating both texture features and CPFs demonstrated a significant improvement in risk stratification compared to models using CPFs alone for OS (P=.046), LRC (P=.01), and FFDM (P=.005). The average CCCs were 0.89, 0.91, and 0.67 for texture features extracted from the average-CT, T50-CT, and CE-CT, respectively. Incorporating reproducibility within our models yielded 80.4% (±3.7% SD), 78.3% (±4.0% SD), and 78.8% (±3.9% SD) classification reproducibility in terms of OS, LRC, and FFDM, respectively. CONCLUSIONS: Pretreatment tumor texture may provide prognostic information beyond that obtained from CPFs. Models incorporating feature reproducibility achieved classification rates of â¼80%. External validation would be required to establish texture as a prognostic factor.
Assuntos
Carcinoma Pulmonar de Células não Pequenas/diagnóstico por imagem , Carcinoma Pulmonar de Células não Pequenas/patologia , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/patologia , Adenocarcinoma/diagnóstico por imagem , Adenocarcinoma/tratamento farmacológico , Adenocarcinoma/mortalidade , Adenocarcinoma/patologia , Adenocarcinoma/radioterapia , Idoso , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/mortalidade , Carcinoma Pulmonar de Células não Pequenas/radioterapia , Carcinoma de Células Escamosas/diagnóstico por imagem , Carcinoma de Células Escamosas/tratamento farmacológico , Carcinoma de Células Escamosas/mortalidade , Carcinoma de Células Escamosas/patologia , Carcinoma de Células Escamosas/radioterapia , Quimiorradioterapia , Meios de Contraste , Expiração , Feminino , Seguimentos , Humanos , Quimioterapia de Indução/métodos , Avaliação de Estado de Karnofsky , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/mortalidade , Neoplasias Pulmonares/radioterapia , Masculino , Pessoa de Meia-Idade , Movimento , Estadiamento de Neoplasias , Prognóstico , Modelos de Riscos Proporcionais , Planejamento da Radioterapia Assistida por Computador , Reprodutibilidade dos Testes , Medição de Risco/métodos , Tomografia Computadorizada por Raios X/métodosRESUMO
PURPOSE: Residual disease following primary cytoreduction is associated with adverse overall survival in patients with epithelial ovarian cancer. Accurate identification of patients at high risk of residual disease has been elusive, lacking external validity and prompting many to undergo unnecessary surgical exploration. Our goal was to identify and validate molecular markers associated with high rates of residual disease. METHODS: We interrogated two publicly available datasets from chemonaïve primary high-grade serous ovarian tumors for genes overexpressed in patients with residual disease and significant at a 10% false discovery rate (FDR) in both datasets. We selected genes with wide dynamic range for validation in an independent cohort using quantitative RT-PCR to assay gene expression, followed by blinded prediction of a patient subset at high risk for residual disease. Predictive success was evaluated using a one-sided Fisher exact test. RESULTS: Forty-seven probe sets met the 10% FDR criterion in both datasets. These included FABP4 and ADH1B, which tracked tightly, showed dynamic ranges >16-fold and had high expression levels associated with increased incidence of residual disease. In the validation cohort (n = 139), FABP4 and ADH1B were again highly correlated. Using the top quartile of FABP4 PCR values as a prespecified threshold, we found 30 of 35 cases of residual disease in the predicted high-risk group (positive predictive value = 86%) and 54 of 104 among the remaining patients (P = 0.0002; OR, 5.5). CONCLUSION: High FABP4 and ADH1B expression is associated with significantly higher risk of residual disease in high-grade serous ovarian cancer. Patients with high tumoral levels of these genes may be candidates for neoadjuvant chemotherapy.
Assuntos
Álcool Desidrogenase/genética , Biomarcadores Tumorais/genética , Cistadenocarcinoma Seroso/genética , Procedimentos Cirúrgicos de Citorredução , Proteínas de Ligação a Ácido Graxo/genética , Neoplasia Residual/genética , Neoplasias Ovarianas/genética , Estudos de Coortes , Cistadenocarcinoma Seroso/mortalidade , Cistadenocarcinoma Seroso/patologia , Cistadenocarcinoma Seroso/cirurgia , Feminino , Seguimentos , Humanos , Gradação de Tumores , Neoplasia Residual/mortalidade , Neoplasia Residual/patologia , Neoplasia Residual/cirurgia , Neoplasias Ovarianas/mortalidade , Neoplasias Ovarianas/patologia , Neoplasias Ovarianas/cirurgia , Prognóstico , RNA Mensageiro/genética , Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Taxa de SobrevidaRESUMO
The Notch pathway plays an important role in the growth of high-grade serous ovarian (HGS-OvCa) and other cancers, but its clinical and biologic mechanisms are not well understood. Here, we found that the Notch pathway alterations are prevalent and significantly related to poor clinical outcome in patients with ovarian cancer. Particularly, Notch3 alterations, including amplification and upregulation, were highly associated with poor patient survival. Targeting Notch3 inhibited ovarian cancer growth and induced apoptosis. Importantly, we found that dynamin-mediated endocytosis was required for selectively activating Jagged-1-mediated Notch3 signaling. Cleaved Notch3 expression was the critical determinant of response to Notch-targeted therapy. Collectively, these data identify previously unknown mechanisms underlying Notch3 signaling and identify new, biomarker-driven approaches for therapy.
Assuntos
Neoplasias Císticas, Mucinosas e Serosas/metabolismo , Neoplasias Ovarianas/metabolismo , Receptores Notch/metabolismo , Animais , Antineoplásicos Fitogênicos/farmacologia , Apoptose , Proteínas de Ligação ao Cálcio/metabolismo , Linhagem Celular Tumoral , Dinaminas/metabolismo , Endocitose , Feminino , Técnicas de Silenciamento de Genes , Humanos , Peptídeos e Proteínas de Sinalização Intercelular/metabolismo , Proteína Jagged-1 , Estimativa de Kaplan-Meier , Proteínas de Membrana/metabolismo , Camundongos , Camundongos Nus , Neoplasias Císticas, Mucinosas e Serosas/mortalidade , Neoplasias Císticas, Mucinosas e Serosas/patologia , Análise de Sequência com Séries de Oligonucleotídeos , Neoplasias Ovarianas/mortalidade , Neoplasias Ovarianas/patologia , Paclitaxel/farmacologia , RNA Interferente Pequeno/genética , Receptor Notch3 , Receptores Notch/genética , Proteínas Serrate-Jagged , Transcriptoma , Carga Tumoral/efeitos dos fármacos , Ensaios Antitumorais Modelo de XenoenxertoRESUMO
INTRODUCTION: Postoperative morbidities, such as anastomotic leaks, are common after trimodality therapy (chemoradiation followed by surgery) for esophageal cancer. We investigated for factors associated with an increased incidence of anastomotic leaks. METHODS: Data from 285 esophageal cancer patients treated from 2000 to 2011 with trimodality therapy were analyzed. Anastomotic location relative to preoperative radiation field was assessed using postoperative computed tomographic imaging. Logistic regression was used to evaluate for factors associated with any or clinically relevant (CR) (≥ grade 2) leaks. RESULTS: Overall anastomotic leak rate was 11% (31 of 285), and CR leak rate was 6% (17 of 285). Multivariable analysis identified body mass index (odds ratio [OR], 1.09; 95% confidence interval [CI], 1.00-1.17; OR, 1.11, 95% CI, 1.01-1.22), three-field surgery (OR, 10.01; 95% CI, 3.83-26.21; OR, 4.83; 95% CI, 1.39-16.71), and within radiation field ("in-field") anastomosis (OR, 5.37; 95% CI, 2.21-13.04; OR, 8.63; 95% CI, 2.90-25.65) as independent predictors of both all grade and CR leaks, respectively. While patients with distal esophageal tumors and Ivor-Lewis surgery had the lowest incidence of all grade (6.5%) and CR leaks (4.2%), most of the leaks were associated with the anastomosis constructed within the field of radiation (in-field: 39% and 30% versus out-of-field: 2.6% and 1.0%, respectively, for total and CR leaks, p less than 0.0001, Fisher's exact test). CONCLUSIONS: Esophagogastric anastomosis placed within the preoperative radiation field was a very strong predictor for anastomotic leaks in esophageal cancer patients treated with trimodality therapy, among other factors. Surgical planning should include a critical evaluation of the preoperative radiation fields to ensure proper anastomotic placement after chemoradiation therapy.
Assuntos
Anastomose Cirúrgica , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Neoplasias Esofágicas/complicações , Esofagectomia/efeitos adversos , Complicações Pós-Operatórias/etiologia , Radioterapia/efeitos adversos , Adulto , Idoso , Terapia Combinada , Neoplasias Esofágicas/terapia , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos RetrospectivosRESUMO
PURPOSE: To determine the incidence of duodenal toxicity in patients receiving intensity modulated radiation therapy (IMRT) for treatment of para-aortic nodes and to identify dosimetric parameters predictive of late duodenal toxicity. METHODS AND MATERIALS: We identified 105 eligible patients with gynecologic malignancies who were treated with IMRT for gross metastatic disease in the para-aortic nodes from January 1, 2005, through December 31, 2009. Patients were treated to a nodal clinical target volume to 45 to 50.4 Gy with a boost to 60 to 66 Gy. The duodenum was contoured, and dosimetric data were exported for analysis. Duodenal toxicity was scored according to Radiation Therapy Oncology Group criteria. Univariate Cox proportional hazards analysis and recursive partitioning analysis were used to determine associations between dosimetric variables and time to toxicity and to identify the optimal threshold that separated patients according to risk of toxicity. RESULTS: Nine of the 105 patients experienced grade 2 to grade 5 duodenal toxicity, confirmed by endoscopy in all cases. The 3-year actuarial rate of any duodenal toxicity was 11.7%. A larger volume of the duodenum receiving 55 Gy (V55) was associated with higher rates of duodenal toxicity. The 3-year actuarial rates of duodenal toxicity with V55 above and below 15 cm(3) were 48.6% and 7.4%, respectively (P<.01). In Cox univariate analysis of dosimetric variables, V55 was associated with duodenal toxicity (P=.029). In recursive partitioning analysis, V55 less than 13.94% segregated all patients with duodenal toxicity. CONCLUSIONS: Dose-escalated IMRT can safely and effectively treat para-aortic nodal disease in gynecologic malignancies, provided that care is taken to limit the dose to the duodenum to reduce the risk of late duodenal toxicity. Limiting V55 to below 15 cm(3) may reduce the risk of duodenal complications. In cases where the treatment cannot be delivered within these constraints, consideration should be given to other treatment approaches such as resection or initial chemotherapy.
Assuntos
Duodeno/efeitos da radiação , Neoplasias do Endométrio/radioterapia , Órgãos em Risco/efeitos da radiação , Neoplasias Ovarianas/radioterapia , Lesões por Radiação/etiologia , Neoplasias do Colo do Útero/radioterapia , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise de Variância , Índice de Massa Corporal , Duodeno/diagnóstico por imagem , Feminino , Humanos , Irradiação Linfática/métodos , Pessoa de Meia-Idade , Recidiva Local de Neoplasia , Órgãos em Risco/patologia , Lesões por Radiação/patologia , Radiografia , Dosagem Radioterapêutica , Radioterapia de Intensidade Modulada/efeitos adversos , Radioterapia de Intensidade Modulada/métodosRESUMO
BACKGROUND: When evaluating late toxicity after combined external beam radiation therapy (EBRT) and high-dose rate brachytherapy (HDR BT) prostate cancer treatments, it is important that the composite dose distribution is taken into account. This can be challenging if organ-at-risk (OAR) dose data are incomplete, i.e. due to a limited ultrasound imaging field-of-view in the HDR BT procedure. This work proposes a method that provides estimates of composite OAR doses for such situations. MATERIAL AND METHODS: Original EBRT, simulated HDR BT, and composite dose-volume histograms (DVHs) for 10 pelvic OARs in 30 prostate cancer cases were used for method implementation and evaluation (EBRT: 25×2.0 Gy+BT: 2×10.0 Gy). The proposed method used information from the EBRT DVH to estimate OAR BT doses (with or without fractionation correction). Coefficients of determination (R2) were calculated for linear relationships between several EBRT DVH parameters and a BT DVH parameter of interest. The largest R2 value decided the relationship that best predicted the BT DVH parameter. The composite dose value was then calculated by adding the EBRT DVH and the estimated BT DVH parameter values and was compared to the reference composite value (in 1200 OAR/patient/parameter cases). RESULTS: The linear relationships had an average R2 of 0.68 (range 0.42-0.88). Only one ninth of the 1200 estimated composite DVH values differed more than 2 Gy from their reference values. CONCLUSION: Given a successful implementation, the proposed method only requires original or simulated BT plan data for a subset of patients to estimate composite doses for large study populations in a time-efficient manner. This can assist in evaluating radiation-induced late toxicity in multimodality treatments with limited OAR dose data.
Assuntos
Braquiterapia/métodos , Órgãos em Risco , Neoplasias da Próstata/radioterapia , Lesões por Radiação/prevenção & controle , Planejamento da Radioterapia Assistida por Computador/métodos , Humanos , Masculino , Doses de Radiação , Radioterapia/métodos , Tomografia Computadorizada por Raios XRESUMO
BACKGROUND: Proton craniospinal irradiation (p-CSI) has been proposed to reduce side effects associated with CSI. We evaluated acute toxicities and preliminary clinical outcomes in a series of adults treated with p-CSI. METHODS: We reviewed medical records for 50 patients (aged 16-63 y) with malignancies of varying histologies treated consecutively with vertebral body-sparing p-CSI at MD Anderson Cancer Center from 2007 to 2011. Median CSI and total boost doses were 30.6 and 54 Gy. Forty patients received chemotherapy, varying by histology. Median follow-up was 20.1 months (range, 0.3-59). RESULTS: Median doses to the thyroid gland, pituitary gland, hypothalamus, and cochleae were 0.003 Gy-relative biological effectiveness (RBE; range, 0.001-8.5), 36.1 Gy-RBE (22.5-53.0), 37.1 Gy-RBE (22.3-54.4), and 33.9 Gy-RBE (22.2-52.4), respectively. Median percent weight loss during CSI was 1.6% (range, 10% weight loss to 14% weight gain). Mild nausea/vomiting was common (grade 1 = 46%, grade 2 = 20%); however, only 5 patients experienced grade ≥2 anorexia (weight loss >5% baseline weight). Median percent baseline white blood cells, hemoglobin, and platelets at nadir were 52% (range, 13%-100%), 97% (65%-112%), and 61% (10%-270%), respectively. Four patients developed grade ≥3 cytopenias. Overall and progression-free survival rates were 96% and 82%, respectively, at 2 years and 84% and 68% at 5 years. CONCLUSIONS: This large series of patients treated with p-CSI confirms low rates of acute toxicity, consistent with dosimetric models. Vertebral body-sparing p-CSI is feasible and should be considered as a way to reduce acute gastrointestinal and hematologic toxicity in adults requiring CSI.
Assuntos
Neoplasias Encefálicas/radioterapia , Radiação Cranioespinal/efeitos adversos , Radiação Cranioespinal/métodos , Recidiva Local de Neoplasia/radioterapia , Neutropenia/etiologia , Prótons/efeitos adversos , Radioterapia/efeitos adversos , Adolescente , Adulto , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/patologia , Simulação por Computador , Intervalo Livre de Doença , Estudos de Viabilidade , Feminino , Seguimentos , Humanos , Masculino , Prontuários Médicos , Pessoa de Meia-Idade , Gradação de Tumores , Recidiva Local de Neoplasia/mortalidade , Recidiva Local de Neoplasia/patologia , Prognóstico , Taxa de Sobrevida , Adulto JovemRESUMO
BACKGROUND: The goal of the present study was to determine, in a large clinical cohort, whether incidental radiation exposure to the heart during definitive radiotherapy of inoperable non-small cell lung cancer (NSCLC) detectably increased the risk of radiation pneumonitis (RP) beyond that resulting from radiation exposure to lung. MATERIAL AND METHODS: Data were analyzed from all patients who received definitive three-dimensional (3D) concurrent radiotherapy or intensity-modulated radiotherapy for the treatment of NSCLC over a 10-year period at our institution, except those who had previous lung cancer or for whom radiation treatment plans were unavailable for calculation of heart and lung dose-volume histograms (DVHs). Parameters computed from heart and lung DVHs included mean lung dose (MLD), effective lung dose computed using volume parameter n = 0.5 (Deff), mean heart dose (MHD), percentage of heart receiving > 65 Gy (V65), and minimum dose to the hottest 10% of heart (D10). Univariate and multivariate normal-tissue complication probability (NTCP) models were used to analyze incidence of Grade ≥ 2 or Grade ≥ 3 RP as a function of these and other parameters. RESULTS: The study cohort included 629 patients, with crude rates of Grade ≥ 2 RP and Grade ≥ 3 RP of N = 263 (42%) and N = 124 (20%), respectively. Univariate NTCP models based on dosimetric lung parameters (MLD and Deff) fit the data better than models based on univariate heart parameters (heart D10, heart V65 or MHD). In multivariate modeling, incorporation of heart parameters did not significantly improve the fit of RP risk models based on lung parameters alone (p > 0.38 in each case). CONCLUSIONS: In this large clinical cohort, there was no evidence that incidental heart exposure during radiotherapy of NSCLC had a detectable impact on the occurrence of moderate or severe RP.
Assuntos
Carcinoma Pulmonar de Células não Pequenas/radioterapia , Coração/efeitos da radiação , Neoplasias Pulmonares/radioterapia , Pneumonite por Radiação/etiologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Pneumonite por Radiação/epidemiologiaRESUMO
PURPOSE: While trimodality therapy for esophageal cancer has improved patient outcomes, surgical complication rates remain high. The goal of this study was to identify modifiable factors associated with postoperative complications after neoadjuvant chemoradiation. METHODS AND MATERIALS: From 1998 to 2011, 444 patients were treated at our institution with surgical resection after chemoradiation. Postoperative (pulmonary, gastrointestinal [GI], cardiac, wound healing) complications were recorded up to 30 days postoperatively. Kruskal-Wallis tests and χ(2) or Fisher exact tests were used to assess associations between continuous and categorical variables. Multivariate logistic regression tested the association between perioperative complications and patient or treatment factors that were significant on univariate analysis. RESULTS: The most frequent postoperative complications after trimodality therapy were pulmonary (25%) and GI (23%). Lung capacity and the type of radiation modality used were independent predictors of pulmonary and GI complications. After adjusting for confounding factors, pulmonary and GI complications were increased in patients treated with 3-dimensional conformal radiation therapy (3D-CRT) versus intensity modulated radiation therapy (IMRT; odds ratio [OR], 2.018; 95% confidence interval [CI], 1.104-3.688; OR, 1.704; 95% CI, 1.03-2.82, respectively) and for patients treated with 3D-CRT versus proton beam therapy (PBT; OR, 3.154; 95% CI, 1.365-7.289; OR, 1.55; 95% CI, 0.78-3.08, respectively). Mean lung radiation dose (MLD) was strongly associated with pulmonary complications, and the differences in toxicities seen for the radiation modalities could be fully accounted for by the MLD delivered by each of the modalities. CONCLUSIONS: The radiation modality used can be a strong mitigating factor of postoperative complications after neoadjuvant chemoradiation.
Assuntos
Quimiorradioterapia Adjuvante/métodos , Neoplasias Esofágicas/terapia , Complicações Pós-Operatórias , Adenocarcinoma/cirurgia , Adenocarcinoma/terapia , Adulto , Idoso , Análise de Variância , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carcinoma de Células Escamosas/cirurgia , Carcinoma de Células Escamosas/terapia , Quimiorradioterapia Adjuvante/efeitos adversos , Terapia Combinada/efeitos adversos , Terapia Combinada/métodos , Neoplasias Esofágicas/cirurgia , Feminino , Gastroenteropatias/etiologia , Cardiopatias/etiologia , Humanos , Pneumopatias/etiologia , Masculino , Pessoa de Meia-Idade , Razão de Chances , Radioterapia/efeitos adversos , Radioterapia/métodos , Estudos Retrospectivos , Estatísticas não Paramétricas , Adulto JovemRESUMO
PURPOSE: Transforming growth factor (TGF) -ß1 signaling is involved in cancer-cell metastasis. We investigated whether single nucleotide polymorphisms (SNPs) at TGFß1 were associated with overall survival (OS) and distant metastasis-free survival (DMFS) in patients with non-small cell lung cancer (NSCLC) treated with definitive radiotherapy, with or without chemotherapy. METHODS: We genotyped TGFß1 SNPs at rs1800469 (C-509T), rs1800471 (G915C), and rs1982073 (T+29C) by polymerase chain reaction-restriction fragment length polymorphism in blood samples from 205 NSCLC patients who had had definitive radiotherapy at one institution in November 1998-January 2005. We also tested whether the TGF-ß1 rs1982073 (T+29C) SNP affected the migration and invasion of A549 and PC9 lung cancer cells. RESULTS: Median follow-up time for all patients was 17 months (range, 1-97 months; 39 months for patients alive at the time of analysis). Multivariate analysis showed that the TGFß1 rs1800469 CT/CC genotype was associated with poor OS (hazard ratio [HR]â=â1.463 [95% confidence interval {CI}â=â1.012-2.114], Pâ=â0.043) and shorter DMFS (HRâ=â1.601 [95% CIâ=â1.042-2.459], Pâ=â0.032) and that the TGFß1 rs1982073 CT/CC genotype predicted poor DMFS (HRâ=â1.589 [95% CIâ=â1.009-2.502], Pâ=â0.046) and poor brain MFS (HRâ=â2.567 [95% CIâ=â1.155-5.702], Pâ=â0.021) after adjustment for age, sex, race, performance status, smoking status, tumor histology and volume, stage, receipt of concurrent radiochemotherapy, number of chemotherapy cycles, and radiation dose. Transfection with TGFß1+29C (vs. +29T) stimulated the migration and invasion of A549 and PC9 cells, suggesting that TGFß1+29C may be linked with increased metastatic potential. CONCLUSIONS: TGFß1 genotypes at rs1800469 and rs1982073 could be useful for predicting DMFS among patients with NSCLC treated with definitive radiation therapy. These findings require validation in larger prospective trials and thorough mechanistic studies.
Assuntos
Carcinoma Pulmonar de Células não Pequenas/radioterapia , Neoplasias Pulmonares/genética , Polimorfismo de Nucleotídeo Único , Fator de Crescimento Transformador beta1/genética , Células A549 , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma Pulmonar de Células não Pequenas/genética , Linhagem Celular Tumoral , Movimento Celular , Intervalo Livre de Doença , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Prognóstico , Estudos Prospectivos , Análise de SobrevidaRESUMO
PURPOSE: To evaluate a method for quantifying the effect of setup errors and range uncertainties on dose distribution and dose-volume histogram using statistical parameters; and to assess existing planning practice in selected treatment sites under setup and range uncertainties. METHODS AND MATERIALS: Twenty passively scattered proton lung cancer plans, 10 prostate, and 1 brain cancer scanning-beam proton plan(s) were analyzed. To account for the dose under uncertainties, we performed a comprehensive simulation in which the dose was recalculated 600 times per given plan under the influence of random and systematic setup errors and proton range errors. On the basis of simulation results, we determined the probability of dose variations and calculated the expected values and standard deviations of dose-volume histograms. The uncertainties in dose were spatially visualized on the planning CT as a probability map of failure to target coverage or overdose of critical structures. RESULTS: The expected value of target coverage under the uncertainties was consistently lower than that of the nominal value determined from the clinical target volume coverage without setup error or range uncertainty, with a mean difference of -1.1% (-0.9% for breath-hold), -0.3%, and -2.2% for lung, prostate, and a brain cases, respectively. The organs with most sensitive dose under uncertainties were esophagus and spinal cord for lung, rectum for prostate, and brain stem for brain cancer. CONCLUSIONS: A clinically feasible robustness plan analysis tool based on direct dose calculation and statistical simulation has been developed. Both the expectation value and standard deviation are useful to evaluate the impact of uncertainties. The existing proton beam planning method used in this institution seems to be adequate in terms of target coverage. However, structures that are small in volume or located near the target area showed greater sensitivity to uncertainties.