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1.
Sci Data ; 10(1): 785, 2023 11 08.
Article in English | MEDLINE | ID: mdl-37938247

ABSTRACT

Prediction and identification of tumor recurrence are critical for brain cancer treatment design and planning. Stereotactic radiation therapy delivered with Gamma Knife has been developed as one of the common treatment approaches combined with others by delivering radiation that targets accurately on the tumor while not affecting nearby healthy tissues. In this paper, we release a fully publicly available brain cancer MRI dataset and the companion Gamma Knife treatment planning and follow-up data for the purpose of tumor recurrence prediction. The dataset contains original patient MRI images, radiation therapy data, and clinical information. Lesion annotations are provided, and inclusive preprocessing steps have been specified to simplify the usage of this dataset. A baseline framework based on a convolutional neural network is proposed companionably with basic evaluations. The release of this dataset will contribute to the future development of automated brain tumor recurrence prediction algorithms and promote the clinical implementations associated with the computer vision field. The dataset is made publicly available on The Cancer Imaging Archive (TCIA) ( https://doi.org/10.7937/xb6d-py67 ).


Subject(s)
Brain Neoplasms , Radiosurgery , Humans , Brain/diagnostic imaging , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/radiotherapy , Magnetic Resonance Imaging , Neoplasm Recurrence, Local/diagnostic imaging
2.
Otolaryngol Clin North Am ; 56(2): 285-293, 2023 Apr.
Article in English | MEDLINE | ID: mdl-37030941

ABSTRACT

Laryngeal preservation with combined modality therapy involving radiotherapy and chemotherapy is usually the treatment of choice for patients with good performance status and with locoregionally advanced laryngeal cancer with a functional larynx. Surgical management with total laryngectomy with neck dissection, followed by adjuvant radiation or chemoradiation, is recommended for patients not eligible for laryngeal preservation. This article provides an overview of the current therapeutic approaches used to treat locoregionally advanced laryngeal cancer and outlines other currently investigated therapies.


Subject(s)
Laryngeal Neoplasms , Larynx , Humans , Laryngeal Neoplasms/therapy , Laryngeal Neoplasms/pathology , Treatment Outcome , Combined Modality Therapy , Larynx/surgery , Larynx/pathology , Radiotherapy, Adjuvant , Laryngectomy , Neoplasm Staging
3.
Clin Transl Radiat Oncol ; 22: 55-68, 2020 May.
Article in English | MEDLINE | ID: mdl-32274425

ABSTRACT

As the global COVID-19 pandemic escalates there is a need within radiation oncology to work to support our patients in the best way possible. Measures are required to reduce infection spread between patients and within the workforce. Departments need contingency planning to create capacity and continue essential treatments despite a reduced workforce. The #radonc community held an urgent online journal club on Twitter in March 2020 to discuss these issues and create some consensus on crucial next steps. There were 121 global contributors. This document summarises these discussions around themes of infection prevention, rationalisation of workload and working practice in the presence of infection.

5.
J Geriatr Oncol ; 11(4): 709-717, 2020 05.
Article in English | MEDLINE | ID: mdl-31718937

ABSTRACT

PURPOSE: Older patients have inferior outcomes for meningioma and experience more post-operative complications. The purpose of this study was to identify national treatment patterns and outcomes based on age for benign meningiomas using the National Cancer Database (NCDB). MATERIAL AND METHODS: The NCDB was queried for patients with biopsy-proven World Health Organization Grade (WHO) grade I meningioma diagnosed between 2004 and 2015. Patients were stratified based on age: 18-50, 51-60, 61-70, 71-80, and > 80 years of age. Clinicodemographic details were compared via the Chi Square test. Multivariable logistic regression was used to determine factors associated with receipt of treatment and post-operative complications. Multivariable Cox regression and the Kaplan-Meier method were used to examine survival. RESULTS: 56,960 patients met inclusion criteria with a median follow-up of 48 months. Ages 61-70 (OR 0.73, 95% CI 0.62-0.85, p < .001), ages 71-80 (OR 0.51, 95% CI 0.43-0.60, p < .001), and age > 80 (0.16, 95% CI 0.14-0.19, p < .001) were less likely to receive treatment. Older age groups were associated with increased risk of post-operative complications and post-operative complications predicted for decreased survival. Treatment with surgery (HR 0.57, 95% CI 0.52-0.62, p < .001) and surgery and radiation (HR 0.59, 95% CI 0.50-0.70, p < .001) provided a survival benefit. Older age was associated with a survival decrement. CONCLUSIONS: Older patients are less likely to undergo treatment for benign meningioma and are more likely to have post-operative complications. Survival decreased with increasing age. Treatment improved survival among all patients. Risk-benefit ratio of treatment should be carefully considered when treating older patients with benign meningioma.


Subject(s)
Meningeal Neoplasms , Meningioma , Aged , Aged, 80 and over , Humans , Kaplan-Meier Estimate , Meningeal Neoplasms/surgery , Meningioma/surgery , Radiotherapy, Adjuvant , Retrospective Studies , United States/epidemiology
6.
Clin Breast Cancer ; 19(5): 363-369, 2019 10.
Article in English | MEDLINE | ID: mdl-31213406

ABSTRACT

INTRODUCTION: A scar boost following postmastectomy radiation to a total dose of > 50 Gy can be considered in cases of invasive breast cancer with high-risk features including advanced tumor stage, lymphovascular space invasion (LVSI), and positive margins. The purpose of this study was to determine the impact of a scar boost on 5-year local recurrence-free survival (LRFS). MATERIALS AND METHODS: We retrospectively analyzed 140 patients with invasive breast cancer treated with mastectomy and postmastectomy radiation at a single institution between 2007 and 2016. Patients received 50 to 50.4 Gy to the chest wall and the majority of scar boosts were 9 to 10 Gy. LRFS was examined using the Kaplan-Meier method and univariable Cox regression. RESULTS: A total of 140 patients met inclusion criteria with a median follow-up time of 48 months. Ninety-four (67.1%) patients did receive a scar boost and 46 (32.9%) patients did not. On subset analysis of patients with LVSI or positive margins, 5-year LRFS was 79.3% in patients treated with scar boost compared with 71.1% in patients without a scar boost (P = .537). In patients with T3 or T4 disease, 5-year LRFS was 80.9% in those who received scar boost and 71.6% in patients who did not (P = .967). The use of a scar boost was not associated with a significant improvement in LRFS on Cox regression (hazard ratio, 0.83; 95% confidence interval, 0.37-1.84; P = .654). CONCLUSION: Use of a scar boost following postmastectomy radiation decreased the absolute percentages of local recurrences in patients with high-risk features; however, this did not translate into a statistically significant benefit.


Subject(s)
Breast Neoplasms/mortality , Cicatrix/mortality , Mastectomy/mortality , Neoplasm Recurrence, Local/mortality , Radiotherapy/mortality , Thoracic Wall/radiation effects , Adult , Breast Neoplasms/pathology , Breast Neoplasms/therapy , Cicatrix/radiotherapy , Combined Modality Therapy , Female , Follow-Up Studies , Humans , Neoplasm Invasiveness , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/therapy , Prognosis , Receptor, ErbB-2/metabolism , Retreatment , Retrospective Studies , Risk Factors , Survival Rate
7.
Laryngoscope ; 129(3): 643-654, 2019 03.
Article in English | MEDLINE | ID: mdl-30152118

ABSTRACT

OBJECTIVE: To identify differences in 3-year overall survival (OS) and disease-free survival (DFS) based on race in patients with tonsillar squamous cell carcinoma. METHODS: We retrospectively analyzed 80 patients with squamous cell carcinoma of the tonsil treated between 2006 and 2015. Overall survival and DFS curves comparing white and black patients were generated using the Kaplan-Meier method. Cox regression was used to determine covariables associated with OS and DFS. RESULTS: Forty-one percent of the patients in this cohort were black and 59% were white. Three-year OS for black patients was 45.5% versus 88.1% for white patients (P = 0.003). Three-year DFS for black patients was 41.1% versus 66.6% in white patients (P = 0.001). Black race (hazard ratio [HR] 4.81, 95% confidence interval [CI] 1.48-15.6, P = 0.009) and lack of insurance (HR 9.50, 95% CI 2.92-13.0, P < 0.009) were independently associated with worse OS on multivariable analysis. Black patients were more likely to have high-risk tumor features. Black patients with stage IV disease (American Joint Committee on Cancer, 7th edition) had decreased OS as compared to white patients, 41.4% versus 82.1% (P = 0.005). There was a trend toward worse OS in human papillomavirus (HPV)-negative black patients compared to HPV-negative white patients. Uninsured black patient experienced worse OS than white patients without insurance, 22.2% versus 68.1%, respectively (P < 0.001). CONCLUSION: Significant racial disparities were found in presentation, tumor, and nodal characteristics, as well as in outcomes in this group of patients with tonsillar cancer. The difference in HPV-associated tonsillar cancer is likely the primary cause of these disparities, but other factors may also contribute to inferior outcomes in black patients. LEVEL OF EVIDENCE: 3 Laryngoscope, 129:643-654, 2019.


Subject(s)
Black or African American , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/therapy , Oropharyngeal Neoplasms/pathology , Oropharyngeal Neoplasms/therapy , Palatine Tonsil , White People , Adult , Aged , Aged, 80 and over , Disease-Free Survival , Female , Health Status Disparities , Humans , Male , Middle Aged , Retrospective Studies , Treatment Outcome
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