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1.
Int J Radiat Oncol Biol Phys ; 103(2): 403-410, 2019 02 01.
Article in English | MEDLINE | ID: mdl-30291994

ABSTRACT

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.


Subject(s)
Carcinoma, Non-Small-Cell Lung/radiotherapy , Lung Neoplasms/radiotherapy , Lung/radiation effects , Radiation Pneumonitis/diagnosis , Radiotherapy, Intensity-Modulated/methods , Smoking/adverse effects , Adult , Aged , Aged, 80 and over , Bayes Theorem , Carboplatin/administration & dosage , Data Interpretation, Statistical , Female , Humans , Incidence , Male , Middle Aged , Neoplasm Recurrence, Local , Paclitaxel/administration & dosage , Photons , Proton Therapy/methods , Protons , Radiometry , Radiotherapy , Reproducibility of Results , Risk , Scattering, Radiation , Young Adult
2.
Ann Surg ; 265(3): 574-580, 2017 03.
Article in English | MEDLINE | ID: mdl-27735826

ABSTRACT

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.


Subject(s)
Breast Neoplasms/drug therapy , Neoadjuvant Therapy/methods , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Academic Medical Centers , Adult , Aged , Aged, 80 and over , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Chemotherapy, Adjuvant , Cohort Studies , Databases, Factual , Disease-Free Survival , Female , Humans , Incidence , Kaplan-Meier Estimate , Mastectomy/methods , Middle Aged , Multivariate Analysis , Neoplasm Invasiveness/pathology , Neoplasm Recurrence, Local/therapy , Neoplasm Staging , Predictive Value of Tests , Proportional Hazards Models , Retrospective Studies , Risk Assessment , Survival Analysis , Treatment Outcome
3.
Radiother Oncol ; 119(3): 495-500, 2016 06.
Article in English | MEDLINE | ID: mdl-27189523

ABSTRACT

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.


Subject(s)
Carcinoma, Non-Small-Cell Lung/therapy , Chemoradiotherapy , Heart/radiation effects , Lung Neoplasms/therapy , Lung/radiation effects , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/mortality , Female , Humans , Lung Neoplasms/mortality , Male , Middle Aged , Proportional Hazards Models , Radiotherapy Dosage , Radiotherapy, Conformal/adverse effects , Retrospective Studies
4.
JAMA Oncol ; 2(7): 929-36, 2016 Jul 01.
Article in English | MEDLINE | ID: mdl-26986538

ABSTRACT

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.


Subject(s)
Breast Neoplasms/drug therapy , Estrogen Receptor alpha/genetics , Prognosis , Receptor, ErbB-2/genetics , Adult , Aged , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Disease-Free Survival , Female , Humans , Middle Aged , Neoadjuvant Therapy , Neoplasm Grading , Neoplasm Staging , Predictive Value of Tests
5.
J Appl Clin Med Phys ; 17(1): 246-258, 2016 01 08.
Article in English | MEDLINE | ID: mdl-26894362

ABSTRACT

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.


Subject(s)
Computer Simulation , Head and Neck Neoplasms/pathology , Image Processing, Computer-Assisted/methods , Phantoms, Imaging , Tomography, X-Ray Computed/methods , Algorithms , Head and Neck Neoplasms/radiotherapy , Humans , Radiotherapy Dosage , Radiotherapy Planning, Computer-Assisted , Radiotherapy, Intensity-Modulated , Retrospective Studies
6.
Ann Surg Oncol ; 23(3): 749-56, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26511263

ABSTRACT

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.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/metabolism , Breast Neoplasms/pathology , Mastectomy, Segmental , Neoadjuvant Therapy , Adult , Aged , Breast Neoplasms/drug therapy , Breast Neoplasms/metabolism , Breast Neoplasms/surgery , Chemotherapy, Adjuvant , Combined Modality Therapy , Female , Follow-Up Studies , Humans , Immunoenzyme Techniques , Middle Aged , Neoplasm Grading , Neoplasm Staging , Prognosis , Receptor, ErbB-2/metabolism , Receptors, Estrogen/metabolism , Receptors, Progesterone/metabolism , Survival Rate , Young Adult
7.
Nat Commun ; 6: 8094, 2015 Sep 08.
Article in English | MEDLINE | ID: mdl-26348915

ABSTRACT

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.


Subject(s)
Adenocarcinoma/diagnosis , Biocompatible Materials , Breast Neoplasms/diagnosis , Liver Neoplasms/diagnosis , Lung Neoplasms/diagnosis , Neoplastic Cells, Circulating , Tissue Scaffolds , Adenocarcinoma/secondary , Animals , Breast Neoplasms/pathology , Disease Models, Animal , Early Detection of Cancer , Female , Humans , Liver Neoplasms/secondary , Lung Neoplasms/secondary , Mice , Neoplasm Metastasis , Neoplasm Transplantation , Prostheses and Implants , Tomography, Optical Coherence , Tumor Burden
8.
J Natl Cancer Inst ; 107(10)2015 Oct.
Article in English | MEDLINE | ID: mdl-26307641

ABSTRACT

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.


Subject(s)
Antineoplastic Agents, Hormonal/administration & dosage , Breast Neoplasms/drug therapy , Estrogen Receptor Modulators/administration & dosage , Infertility, Female/chemically induced , Medication Adherence , Premenopause , Tamoxifen/administration & dosage , Adult , Antineoplastic Agents, Hormonal/adverse effects , Breast Neoplasms/prevention & control , Carcinoma, Intraductal, Noninfiltrating/drug therapy , Drug Administration Schedule , Estrogen Receptor Modulators/adverse effects , Female , Humans , Infertility, Female/prevention & control , Infertility, Female/psychology , Medication Adherence/psychology , Medication Adherence/statistics & numerical data , Neoplasm Recurrence, Local/prevention & control , Risk Factors , Tamoxifen/adverse effects
9.
Radiother Oncol ; 112(2): 237-43, 2014 Aug.
Article in English | MEDLINE | ID: mdl-25201126

ABSTRACT

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.


Subject(s)
Gastrointestinal Diseases/etiology , Gastrointestinal Diseases/physiopathology , Prostatic Neoplasms/radiotherapy , Radiation Injuries/etiology , Radiation Injuries/physiopathology , Aged , Aged, 80 and over , Brachytherapy/adverse effects , Brachytherapy/methods , Case-Control Studies , Cross-Sectional Studies , Humans , Male , Middle Aged , Salvage Therapy , Surveys and Questionnaires , Survivors
10.
Int J Radiat Oncol Biol Phys ; 90(4): 834-42, 2014 Nov 15.
Article in English | MEDLINE | ID: mdl-25220716

ABSTRACT

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 ∼80%. External validation would be required to establish texture as a prognostic factor.


Subject(s)
Carcinoma, Non-Small-Cell Lung/diagnostic imaging , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Adenocarcinoma/diagnostic imaging , Adenocarcinoma/drug therapy , Adenocarcinoma/mortality , Adenocarcinoma/pathology , Adenocarcinoma/radiotherapy , Aged , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Non-Small-Cell Lung/radiotherapy , Carcinoma, Squamous Cell/diagnostic imaging , Carcinoma, Squamous Cell/drug therapy , Carcinoma, Squamous Cell/mortality , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/radiotherapy , Chemoradiotherapy , Contrast Media , Exhalation , Female , Follow-Up Studies , Humans , Induction Chemotherapy/methods , Karnofsky Performance Status , Lung Neoplasms/drug therapy , Lung Neoplasms/mortality , Lung Neoplasms/radiotherapy , Male , Middle Aged , Movement , Neoplasm Staging , Prognosis , Proportional Hazards Models , Radiotherapy Planning, Computer-Assisted , Reproducibility of Results , Risk Assessment/methods , Tomography, X-Ray Computed/methods
11.
J Thorac Oncol ; 9(4): 534-40, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24736077

ABSTRACT

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.


Subject(s)
Anastomosis, Surgical , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Esophageal Neoplasms/complications , Esophagectomy/adverse effects , Postoperative Complications/etiology , Radiotherapy/adverse effects , Adult , Aged , Combined Modality Therapy , Esophageal Neoplasms/therapy , Female , Follow-Up Studies , Humans , Male , Middle Aged , Prognosis , Retrospective Studies
12.
Cancer Res ; 74(12): 3282-93, 2014 Jun 15.
Article in English | MEDLINE | ID: mdl-24743243

ABSTRACT

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.


Subject(s)
Neoplasms, Cystic, Mucinous, and Serous/metabolism , Ovarian Neoplasms/metabolism , Receptors, Notch/metabolism , Animals , Antineoplastic Agents, Phytogenic/pharmacology , Apoptosis , Calcium-Binding Proteins/metabolism , Cell Line, Tumor , Dynamins/metabolism , Endocytosis , Female , Gene Knockdown Techniques , Humans , Intercellular Signaling Peptides and Proteins/metabolism , Jagged-1 Protein , Kaplan-Meier Estimate , Membrane Proteins/metabolism , Mice , Mice, Nude , Neoplasms, Cystic, Mucinous, and Serous/mortality , Neoplasms, Cystic, Mucinous, and Serous/pathology , Oligonucleotide Array Sequence Analysis , Ovarian Neoplasms/mortality , Ovarian Neoplasms/pathology , Paclitaxel/pharmacology , RNA, Small Interfering/genetics , Receptor, Notch3 , Receptors, Notch/genetics , Serrate-Jagged Proteins , Transcriptome , Tumor Burden/drug effects , Xenograft Model Antitumor Assays
13.
Clin Cancer Res ; 20(12): 3280-8, 2014 Jun 15.
Article in English | MEDLINE | ID: mdl-24756370

ABSTRACT

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.


Subject(s)
Alcohol Dehydrogenase/genetics , Biomarkers, Tumor/genetics , Cystadenocarcinoma, Serous/genetics , Cytoreduction Surgical Procedures , Fatty Acid-Binding Proteins/genetics , Neoplasm, Residual/genetics , Ovarian Neoplasms/genetics , Cohort Studies , Cystadenocarcinoma, Serous/mortality , Cystadenocarcinoma, Serous/pathology , Cystadenocarcinoma, Serous/surgery , Female , Follow-Up Studies , Humans , Neoplasm Grading , Neoplasm, Residual/mortality , Neoplasm, Residual/pathology , Neoplasm, Residual/surgery , Ovarian Neoplasms/mortality , Ovarian Neoplasms/pathology , Ovarian Neoplasms/surgery , Prognosis , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Survival Rate
14.
Int J Radiat Oncol Biol Phys ; 88(2): 357-62, 2014 Feb 01.
Article in English | MEDLINE | ID: mdl-24411609

ABSTRACT

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.


Subject(s)
Duodenum/radiation effects , Endometrial Neoplasms/radiotherapy , Organs at Risk/radiation effects , Ovarian Neoplasms/radiotherapy , Radiation Injuries/etiology , Uterine Cervical Neoplasms/radiotherapy , Adult , Aged , Aged, 80 and over , Analysis of Variance , Body Mass Index , Duodenum/diagnostic imaging , Female , Humans , Lymphatic Irradiation/methods , Middle Aged , Neoplasm Recurrence, Local , Organs at Risk/pathology , Radiation Injuries/pathology , Radiography , Radiotherapy Dosage , Radiotherapy, Intensity-Modulated/adverse effects , Radiotherapy, Intensity-Modulated/methods
15.
Acta Oncol ; 53(6): 815-21, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24460070

ABSTRACT

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.


Subject(s)
Brachytherapy/methods , Organs at Risk , Prostatic Neoplasms/radiotherapy , Radiation Injuries/prevention & control , Radiotherapy Planning, Computer-Assisted/methods , Humans , Male , Radiation Dosage , Radiotherapy/methods , Tomography, X-Ray Computed
16.
Neuro Oncol ; 16(2): 303-9, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24311638

ABSTRACT

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.


Subject(s)
Brain Neoplasms/radiotherapy , Craniospinal Irradiation/adverse effects , Craniospinal Irradiation/methods , Neoplasm Recurrence, Local/radiotherapy , Neutropenia/etiology , Protons/adverse effects , Radiotherapy/adverse effects , Adolescent , Adult , Brain Neoplasms/mortality , Brain Neoplasms/pathology , Computer Simulation , Disease-Free Survival , Feasibility Studies , Female , Follow-Up Studies , Humans , Male , Medical Records , Middle Aged , Neoplasm Grading , Neoplasm Recurrence, Local/mortality , Neoplasm Recurrence, Local/pathology , Prognosis , Survival Rate , Young Adult
17.
Acta Oncol ; 53(5): 590-6, 2014 May.
Article in English | MEDLINE | ID: mdl-23992110

ABSTRACT

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.


Subject(s)
Carcinoma, Non-Small-Cell Lung/radiotherapy , Heart/radiation effects , Lung Neoplasms/radiotherapy , Radiation Pneumonitis/etiology , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Incidence , Male , Middle Aged , Radiation Pneumonitis/epidemiology
18.
Int J Radiat Oncol Biol Phys ; 86(5): 885-91, 2013 Aug 01.
Article in English | MEDLINE | ID: mdl-23845841

ABSTRACT

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.


Subject(s)
Chemoradiotherapy, Adjuvant/methods , Esophageal Neoplasms/therapy , Postoperative Complications , Adenocarcinoma/surgery , Adenocarcinoma/therapy , Adult , Aged , Analysis of Variance , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Squamous Cell/surgery , Carcinoma, Squamous Cell/therapy , Chemoradiotherapy, Adjuvant/adverse effects , Combined Modality Therapy/adverse effects , Combined Modality Therapy/methods , Esophageal Neoplasms/surgery , Female , Gastrointestinal Diseases/etiology , Heart Diseases/etiology , Humans , Lung Diseases/etiology , Male , Middle Aged , Odds Ratio , Radiotherapy/adverse effects , Radiotherapy/methods , Retrospective Studies , Statistics, Nonparametric , Young Adult
19.
PLoS One ; 8(6): e65659, 2013.
Article in English | MEDLINE | ID: mdl-23840350

ABSTRACT

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] = 1.463 [95% confidence interval {CI} = 1.012-2.114], P = 0.043) and shorter DMFS (HR = 1.601 [95% CI = 1.042-2.459], P = 0.032) and that the TGFß1 rs1982073 CT/CC genotype predicted poor DMFS (HR = 1.589 [95% CI = 1.009-2.502], P = 0.046) and poor brain MFS (HR = 2.567 [95% CI = 1.155-5.702], P = 0.021) 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.


Subject(s)
Carcinoma, Non-Small-Cell Lung/radiotherapy , Lung Neoplasms/genetics , Polymorphism, Single Nucleotide , Transforming Growth Factor beta1/genetics , A549 Cells , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/genetics , Cell Line, Tumor , Cell Movement , Disease-Free Survival , Female , Humans , Male , Middle Aged , Neoplasm Metastasis , Prognosis , Prospective Studies , Survival Analysis
20.
J Appl Clin Med Phys ; 14(3): 4195, 2013 May 06.
Article in English | MEDLINE | ID: mdl-23652249

ABSTRACT

The purpose of the study was to examine whether CT imaging can be used to quantify radiation-induced injury to the esophagus. Weekly CT images for 14 patients receiving proton therapy for thoracic tumors were retrospectively reviewed. The images were registered with the original treatment planning CT image using deformable registration techniques, and the esophageal contours from the treatment plan were automatically mapped to the weekly images. The relative change in the size of the esophagus was calculated for each CT slice as the ratio of the cross-sectional area of the esophagus (minus air) in the weekly CT image to the same area in the planning CT image. The maximum relative change in cross sectional area for each CT image was calculated and examined for correlation with the clinical toxicity score for all the patients. The average maximum relative expansion of the esophagus at the end of treatment was 1.41 ± 0.26, 1.68 ± 0.36, and 2.10 ± 0.18 for patients with grade 0, 2, and 3 esophagitis, respectively. An unpaired t-test, with the level of significance corrected with a Bonferroni correction, showed that the difference between grade 3 and 0 was significant, but the differences between grade 0 and 2, and 2 and 3 were not. The timing of changes in esophageal expansion closely matched that of clinically noted changes in patient symptoms. Expansion of the esophagus on CT images has potential as an objective measure of toxicity. The ability to quantify objectively the spatial distribution of radiation-induced injury will be a useful tool in understanding the impact of partial esophageal sparing on the probability of esophagitis.


Subject(s)
Esophagitis/diagnostic imaging , Protons/adverse effects , Radiation Injuries/diagnostic imaging , Radiotherapy, Conformal/adverse effects , Thoracic Neoplasms/radiotherapy , Tomography, X-Ray Computed , Esophagitis/etiology , Humans , Image Processing, Computer-Assisted , Radiation Injuries/etiology , Radiotherapy Dosage , Retrospective Studies
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