Radiation Medicine Commons^™

Brain Extraction On Mri Scans In Presence Of Diffuse Glioma: Multi-Institutional Performance Evaluation Of Deep Learning Methods And Robust Modality-Agnostic Training, Siddhesh Thakur, Jimit Doshi, Sarthak Pati, Saima Rathore, Chiharu Sako, Michel Bilello, Sung Min Ha, Gaurav Shukla, Adam Flanders, Aikaterini Kotrotsou, Mikhail Milchenko, Spencer Liem, Bs, Gregory S Alexander, Joseph Lombardo, Joshua D Palmer, Pamela Lamontagne, Arash Nazeri, Sanjay Talbar, Uday Kulkarni, Daniel Marcus, Rivka Colen, Christos Davatzikos, Guray Erus, Spyridon Bakas

Department of Radiation Oncology Faculty Papers

Brain extraction, or skull-stripping, is an essential pre-processing step in neuro-imaging that has a direct impact on the quality of all subsequent processing and analyses steps. It is also a key requirement in multi-institutional collaborations to comply with privacy-preserving regulations. Existing automated methods, including Deep Learning (DL) based methods that have obtained state-of-the-art results in recent years, have primarily targeted brain extraction without considering pathologically-affected brains. Accordingly, they perform sub-optimally when applied on magnetic resonance imaging (MRI) brain scans with apparent pathologies such as brain tumors. Furthermore, existing methods focus on using only T1-weighted MRI scans, even though multi-parametric MRI …

Covid-19 Medical Papers Have Fewer Women First Authors Than Expected., Jens Peter Andersen, Mathias Wullum Nielsen, Nicole L Simone, Resa E Lewiss, Reshma Jagsi

Department of Radiation Oncology Faculty Papers

The COVID-19 pandemic has resulted in school closures and distancing requirements that have disrupted both work and family life for many. Concerns exist that these disruptions caused by the pandemic may not have influenced men and women researchers equally. Many medical journals have published papers on the pandemic, which were generated by researchers facing the challenges of these disruptions. Here we report the results of an analysis that compared the gender distribution of authors on 1893 medical papers related to the pandemic with that on papers published in the same journals in 2019, for papers with first authors and last …

Successful Stereotactic Radiotherapy Of Meningiomas In A Patient With Cowden Syndrome: A Case Report, Christian Fernandez, Md, Corey Savard, Christopher J Farrell, Md, Wenyin Shi

Department of Radiation Oncology Faculty Papers

Cowden's Syndrome (CS) is a rare disease with increased risk for several carcinomas. Experimental studies and limited case reports have described the negative effects of radiotherapy. A 35-yearold woman presented with newly diagnosed CS and multiple meningiomas. She underwent subtotal resection of a right petroclival meningioma to relieve brainstem compression and received adjuvant fractionated stereotactic radiotherapy 50 Gy in 25 fractions with minimal side effects. Twenty months post-operatively the patient presented with neurological deficits from progression of additional meningiomas. Craniotomy was performed and gross total resection was achieved for all sites of disease. Imaging five months after surgery demonstrated progressive …

Avoid, Delay, Shorten. Results Of Radiation Oncology’S Covid19 Patient Exposure Risk Mitigation Guidelines, Alex Kubli, Ms, Lilya Babinski, Bs, Angelia Landers, Phd, Christian Fernandez, Md, Amy Harrison, Phd

Health Equity and Quality Improvement (HEQI) Summit

We implemented evidence-based COVID19 guidelines on 3/16/20 to minimize patient exposure risks by avoiding, delaying, and shortening patient treatments when possible.

We analyzed the effectiveness of our COVID guidelines by comparing the number of new patient starts and number of treatments before and after implementation.

Our department successfully decreased patient exposure risk by reducing new prescription starts, rates of longer treatment courses, and overall number of treatment encounters in an evidence-based approach.

Organ Preservation For Advanced Laryngeal Cancer: Experience With Concurrent Chemoradiation Therapy, Asif Ali Arain, Muhammad Shaheryar Ahmed Rajput, Shabbir Akhtar, Arsalan A. Rajput, Mohammad Adeel, Ahmad Hatem, Ahmed Nadeem Abbasi

Section of Otolaryngology, Head & Neck Surgery

Introduction: The larynx is a part of the upper respiratory tract that performs many essential functions including breathing, speaking, and swallowing. For this reason, the quality of life is significantly affected by laryngeal cancer and its treatment. Therefore, the focus of management for the last few decades has been on preserving the function of a larynx without compromising survival. This study was done with the purpose of reviewing our experience of organ preservation approach with concurrent chemoradiation therapy (CCRT) for locally advanced cancers of larynx.
Methods: A retrospective chart review was carried out for the data of pathology reports and …

Dietary Alterations Modulate The Microrna 29/30 And Igf-1/Akt Signaling Axis In Breast Cancer Liver Metastasis., Anuradha A. Shastri, Anthony Saleh, Jason E. Savage, Tiziana Deangelis, Kevin Camphausen, Nicole L. Simone

Department of Radiation Oncology Faculty Papers

Background: Metastatic cancer is incurable and understanding the molecular underpinnings is crucial to improving survival for our patients. The IGF-1/Akt signaling pathway is often impaired in cancer leading to its progression and metastases. Diet modification is known to alter the IGF-1/Akt pathway and affect the expression of microRNA involved in tumor initiation, growth and metastases. Liver metastases are one of the most common type of metastases in breast and colon cancer. In the present study, we looked at the effect of diet modification on the expression of microRNA in normal liver and liver with breast cancer metastases using in vivo …

Design And Analysis Of A Novel Long-Distance Double Tendon-Sheath Transmission Device For Breast Intervention Robots Under Mri Field, Xiaohong Jia, Yongde Zhang, Jingang Jiang, Haiyan Du, Yan Yu

Department of Radiation Oncology Faculty Papers

Cancer represents a major threat to human health. Magnetic resonance imaging (MRI) provides superior performance to other imaging-based examination methods in the detection of tumors and offers distinct advantages in biopsy and seed implantation. However, because of the MRI environment, the material requirements for actuating devices for the medical robots used in MRI are incredibly demanding. This paper describes a novel double tendon-sheath transmission device for use in MRI applications. LeBus grooves are used in the original transmission wheels, thus enabling the system to realize long-distance and large-stroke transmission with improved accuracy. The friction model of the transmission system and …

Atrx Loss In Pediatric Glioma Results In Epigenetic Dysregulation Of G2/M Checkpoint Maintenance And Sensitivity To Atm Inhibition, Brendan Mullan, Tingting Qin, Ruby Siada, Carla Danussi, Jacqueline Brosnan-Cashman, Drew Pratt, Taylor Garcia, Viveka Nand Yadav, Xinyi Zhao, Meredith Morgan, Sriram Venneti, Alan Meeker, Alnawaz Rehemtulla, Pedro Lowenstein, Maria Castro, Carl Koschmann

Medical Student Research Symposium

ATRX is a histone chaperone protein recurrently mutated in pediatric glioma. The mechanism which mediates the proliferative advantage of ATRX loss in pediatric glioma remains unexplained. Recent data revealed a distinct pattern of DNA binding sites of the ATRX protein using ChIP-seq in mouse neuronal precursor cells (mNPCs). Using the ATRX peaks identified in p53^-/- mNPCs, we confirmed that ATRX binding sites were significantly enriched in gene promoters (p < 0.0001) and CpG islands (p < 0.0001) compared with random regions. Gene set enrichment (GSE) analysis identified that cell cycle and regulation of cell cycle were among the most significantly enriched gene sets (p=2.52e-16 and 1.61e-9, respectively). We found that ATRX loss resulted in dysfunction of G2/M checkpoint maintenance: (1) ATRX-deficient pediatric glioblastoma (GBM) cells exhibited a seven-fold increase in mitotic index at 16 hours after sub-lethal radiation, and (2) murine GBM cells with ATRX knockdown demonstrated impaired pChk1 signaling on western blot at multiple time points after radiation compared to controls (p=0.0187). Notably, the ATM signaling (pChk2) remained intact in those cells, suggesting a potential therapeutic target. ATRX-deficient mouse cells were uniquely sensitive to ATM inhibitors at 1 uM alongside 8 Gy radiation compared to controls with intact ATRX (AZD0156: p=0.0027 and AZD01390: p=0.0436). Mice intra-cranially implanted with ATRX-deficient GBM cells showed improved survival (n=10, p=0.0018) when treated with AZD0156 combined with radiation. Our findings suggest that ATRX loss in glioma results in unique sensitivity to ATM inhibition via epigenetic dysregulation of G2/M checkpoint maintenance.

The Pivotal Role Of Patient-Centred Approaches In Successful Outcome Of Evidence-Based High Quality Cancer Care, Ahmed Nadeem Abbasi

Department of Radiation Oncology

No abstract provided.

Effect Of Hemolysis On Fourier Transform Infrared And Raman Spectra Of Blood Plasma, Dinesh Medipally, Daniel Cullen, Valérie Untereiner, Jane Bryant, Ganesh D. Sockalingum, Thi Nguyet Que Nguyen, Emma Noone, Shirley Bradshaw, Marie Finn, Mary Dunne, Aoife M. Shannon, John Armstrong, Aidan Meade, Fiona Lyng

Articles

Hemolysis is a very common phenomenon and is referred as the release of intracellular components from red blood cells to the extracellular fluid. Hemolyzed samples are often rejected in clinics due to the interference of hemoglobin and intracellular components in laboratory measurements. Plasma and serum based vibrational spectroscopy studies are extensively applied to generate spectral biomarkers for various diseases. However, no studies have reported the effect of hemolysis in blood based vibrational spectroscopy studies. This study was undertaken to evaluate the effect of hemolysis on infrared and Raman spectra of blood plasma. In this study, prostate cancer plasma samples (n …

Spatially Fractionated Radiation Therapy: History, Present And The Future, Weisi Yan, Mohammad K. Khan, Xiaodong Wu, Charles B. Simone Ii, Jiajin Fan, Eric Gressen, Xin Zhang, Charles L. Limoli, Houda Bahig, Slavisa Tubin, Waleed F. Mourad

Department of Radiation Oncology Faculty Papers

No abstract provided.

The Effect Of Interventions On Radiotherapy-Induced Skin Toxicity: A Systematic Review, Claudia R. Figueroa

Honors Undergraduate Theses

Various studies show a variety of interventions for radiotherapy-induced skin toxicity. Radiotherapy-induced skin toxicity is the most common side effect for women with breast cancer who undergo radiotherapy sessions. Intervention agents include topical creams, barrier films, oral agents, as well as laser therapy. However, despite the variety of intervention agents available, there is still a lack of accepted guidelines to manage radiotherapy-induced skin toxicity. This thesis aims to conduct a systematic review and meta-analysis of published randomized controlled trials with the primary purpose of exploring the available intervention methods to prevent radiotherapy-induced skin toxicity and evaluate the effects of different …

High Lymph Node Positive To Sampled Ratio As A Potential Indication For Postoperative Radiation Therapy In Patients With Pn2 Non-Small-Cell Lung Cancer, Nikhil P Mankuzhy, Muayad F Almahariq, Craig W Stevens, Thomas J Quinn

Articles

Background: The role for postoperative radiation therapy (PORT) for patients with non–small-cell lung cancer (NSCLC) with mediastinal lymph node (LN) involvement (pN2 disease) is controversial. We performed a SEER analysis comparing surgery alone with PORT among patients with pN2 NSCLC. As we await the final results of the LUNG ART trial, a subset of patients with a high LN positive to sampled (LPR) ratio may benefit from PORT. Patients/methods: Patients with pN2 NSCLC, ranging from 1989-2016, were assessed from the Surveillance, Epidemiology and End Results (SEER) database. A propensity score (PS)-matched, inverse probability of treatment weighting (IPTW) analysis was conducted …

Phase Iib, Randomized, Double-Blind Trial Of Gc4419 Versus Placebo To Reduce Severe Oral Mucositis Due To Concurrent Radiotherapy And Cisplatin For Head And Neck Cancer., Carryn M. Anderson, Christopher M Lee, Deborah P. Saunders, Amarinthia Curtis, Neal Dunlap, Chaitali Nangia, Arielle S. Lee, Sharon M. Gordon, Philip Kovoor, Roberto Arevalo-Araujo, Voichita Bar-Ad, Abhinand Peddada, Kyle Colvett, Douglas Miller, Anshu K. Jain, James Wheeler, Dukagjin Blakaj, Marcelo Bonomi, Sanjiv S. Agarwala, Madhur Garg, Francis Worden, Jon Holmlund, Jeffrey M. Brill, Matt Downs, Stephen T. Sonis, Sanford Katz, John M. Buatti

Department of Radiation Oncology Faculty Papers

PURPOSE: Oral mucositis (OM) remains a common, debilitating toxicity of radiation therapy (RT) for head and neck cancer. The goal of this phase IIb, multi-institutional, randomized, double-blind trial was to compare the efficacy and safety of GC4419, a superoxide dismutase mimetic, with placebo to reduce the duration, incidence, and severity of severe OM (SOM).

PATIENTS AND METHODS: A total of 223 patients (from 44 institutions) with locally advanced oral cavity or oropharynx cancer planned to be treated with definitive or postoperative intensity-modulated RT (IMRT; 60 to 72 Gy [≥ 50 Gy to two or more oral sites]) plus cisplatin (weekly …

Combined Modality Therapies For High-Risk Prostate Cancer: Narrative Review Of Current Understanding And New Directions., Benjamin A. Greenberger, Victor E. Chen, Robert B. Den

Department of Radiation Oncology Faculty Papers

Despite the many prospective randomized trials that have been available in the past decade regarding the optimization of radiation, hormonal, and surgical therapies for high-risk prostate cancer (PCa), many questions remain. There is currently a lack of level I evidence regarding the relative efficacy of radical prostatectomy (RP) followed by adjuvant radiation compared to radiation therapy (RT) combined with androgen deprivation therapy (ADT) for high-risk PCa. Current retrospective series have also described an improvement in biochemical outcomes and PCa-specific mortality through the use of augmented radiation strategies incorporating brachytherapy. The relative efficacy of modern augmented RT compared to RP is …

Recent Updates In The Management Of Merkel Cell Carcinoma, Ahmed Nadeem Abbasi, Syed Mustajab Ahmed, Bilal Mazhar Qureshi

Department of Radiation Oncology

Merkel cell carcinoma is an aggressive non-melanomatous cutaneous tumour of neuroendocrine origin with an increasing incidence in the recent years. It is a tumour of the elderly and immunosuppressed, which most often appears on sun-exposed areas of the body. The clinical features of the cutaneous or subcutaneous lesions hardly contribute to the diagnosis, and, hence, histopathology and immunohistochemistry play a vital role in diagnosis. The latest staging system by the American Joint Committee on Cancer includes non-nodal invasion to adjacent structures i.e. bone, muscle, fascia, or cartilage into the criteria, in additionto size and depth of invasion. The management reliesheavily …

Value Of Elastography In Differentiating Benign From Malignant Breast Lesions Keeping Histopathology As Gold Standard, Faryal Farooq, Syed Mubarak, Shaista Shaukat, Noman Khan, Kahkashan Jafar, Tariq Mahmood, Muhammad Arif Saeed

Department of Radiology

Background: Breast cancer is the most common cancer in females, both in developed and developing countries. Pakistan has the highest breast cancer incidence rate in Asia. Guidelines recommend screening for detecting breast cancer with mammography and ultrasonography (US). Shear-wave elastography (SWE) is a newer technique that can aid additional characterization of breast lesions.
Objective: The aim of this study was to determine the diagnostic accuracy of breast ultrasound elastography in differentiating benign from malignant breast lesions using histology diagnosis as the gold standard.
Materials and methods: The study was conducted at the Abbasi Shaheed Hospital and Jinnah Post Graduate Medical …

Prediction Of Anal Cancer Recurrence After Chemoradiotherapy Using Quantitative Image Features Extracted From Serial (18)F-Fdg Pet/Ct, Michael Chuong

All Publications

No abstract provided.

Wilms Tumor Survivorship: Does Childhood Cancer Treatment Predict Late-Term Adverse Effects?, Ava Bibergal

Grace Peterson Nursing Research Colloquium

Abstract

Background: Wilms tumor is the leading cancer to affect the kidneys in children most commonly between the age of 3 and 5 years old. Treatment of Wilms tumor typically consists of chemotherapy, radiation, or a combination of the two – which are often successful in eradicating the cancer. However, current treatment options often leave patients with a high risk of late-term adverse effects such as cardiac diseases or secondary cancers later in life. Wilms’ tumor patients currently have a 90% survival rate from their disease, however face a future of indeterminate health problems due to their treatment regimen.

Objectives: …

Modeling Proton Relative Biological Effectiveness Using Monte Carlo Simulations Of Microdosimetry, Mark A. Newpower

Dissertations and Theses (Open Access)

Proton therapy is a radiotherapy modality that can offer a better physical dose distribution when compared to photon radiotherapy by taking advantage of the Bragg peak, a narrow region of rapid energy loss. Proton therapy is also known to offer an enhanced relative biological effectiveness (RBE) compared to photons. In the current clinical standard, RBE is fixed at 1.1 at all points along the proton beam, meaning protons are assumed to require 10% less dose than photons to achieve target coverage and organ at risk (OAR) sparing. However, there is mounting clinical evidence, and a significant number of in vitro …

Impact Of Peer Review In The Radiation Treatment Planning Process: Experience Of A Tertiary Care University Hospital In Pakistan, Bilal Mazhar Qureshi, Muhammad Atif Mansha, Muneeb Uddin Karim, Asim Hafiz, Nasir Ali, Benazir Mir, Fatima Shaukat, Maria Tariq, Ahmed Nadeem Abbasi

Department of Radiation Oncology

Purpose: To evaluate and report the frequency of changes in radiation therapy treatment plans after peer review in a simulation review meeting once a week.
Materials and Methods: Between July 1 and August 31, 2016, the radiation plans of 116 patients were discussed in departmental simulation review meetings. All plans were finalized by the primary radiation oncologist before presenting them in the meeting. A team of radiation oncologists reviewed each plan, and their suggestions were documented as no change, major change, minor change, or missing contour. Changes were further classified as changes in clinical target volume, treatment field, or dose. …

Report Of The First Patient Treated For Pelvic Sarcoma With A Directional 103pd Brachytherapy Device., Serguei A. Castaneda, Marian Khalili, Jacqueline Emrich, Veronica M Zoghbi, Michael S Weingarten, Mark J Rivard, Wilbur B Bowne, Jaganmohan Poli

Department of Radiation Oncology Faculty Papers

No abstract provided.

Retrospective Evaluation Of Weight Loss In Maine Medical Center Cancer Institute (Mmcci) Patients Receiving Radiation Treatment For Head And Neck Cancer, Julian Johnson, David Debartolo-Stone, Jessica Moore, Ruth Hanselman, Stephen Tyzik, Suneela Nayak, Amy Sparks

Operations Transformation

Treatment for head and neck cancer often results in weight loss as a side effect. One option to mitigate this weight loss is placement of a percutaneous endoscopic gastrostomy (PEG) tube placement. Radiation oncologists at a academic tertiary medical center discuss the option of PEG placement during patient consultation.

A retrospective evaluation of weight loss in patients receiving radiation was conducted over a two-year period. The goal of this data collection was to create a standard for oncology consultations regarding PEG tube placement.

Baseline metrics and a root cause analysis drove subsequent data collection steps. After analyzing the raw data, …

Multi-Institutional Dosimetric Evaluation Of Modern Day Stereotactic Radiosurgery (Srs) Treatment Options For Multiple Brain Metastases., Irina Vergalasova, Haisong Lui, Michelle Alonso-Basanta, Lei Dong, Jun Li, Ke Nie, Wenyin Shi, Boon-Keng Kevin Teo, Yan Yu, Ning Jeff Yue, Wei Zou, Taoran Li

Department of Radiation Oncology Faculty Papers

Purpose/Objectives: There are several popular treatment options currently available for stereotactic radiosurgery (SRS) of multiple brain metastases: 60Co sources and cone collimators around a spherical geometry (GammaKnife), multi-aperture dynamic conformal arcs on a linac (BrainLab Elements™ v1.5), and volumetric arc therapy on a linac (VMAT) calculated with either the conventional optimizer or with the Varian HyperArc™ solution. This study aimed to dosimetrically compare and evaluate the differences among these treatment options in terms of dose conformity to the tumor as well as dose sparing to the surrounding normal tissues.

Methods and Materials: Sixteen patients and a total of 112 metastases …

Continuity Of Care In The Resected Pancreatic Cancer Patient Population At Thomas Jefferson University Hospital, Christian Fernandez, Md, Nazanin Sarpoulaki, Andrew J. Song, Md, Mark D. Hurwitz, Md

House Staff Quality Improvement and Patient Safety Conference (2016-2019)

Introduction

• Standard of care for resectable pancreatic cancer according to the National Comprehensive Cancer Network guidelines includes surgery, chemotherapy, and consideration of radiotherapy
• Thomas Jefferson University Hospital is a high volume institution with over 100 surgical pancreatic cancer cases per year
• Adjuvant treatment at high volume centers is recommended at all stages and inpatients at TJUH routinely receive inpatient radiation and medical oncology consultations prior to discharge to discuss the benefit of adjuvant therapies
• Despite these efforts and potential benefit to patients, the rate of follow up and delivery of adjuvant therapies at TJUH have not be characterized
• We retrospectively …

Solitary Brain Metastasis: A Rare Initial Presentation Of Prostate Carcinoma, Asim Hafiz, Muneeb Uddin Karim, Bilal Mazhar Qureshi, Adnan Jabbar, Zubair Ahmad

Department of Radiation Oncology

Cerebral metastasis as an initial clinical presentation of prostate carcinoma is extremely rare. Usually, patients have widespread metastasis in the body before presenting with brain metastasis. In the absence of extensive metastasis, especially without bony metastasis, only brain metastasis is an unusual presentation of the disease. We report a case of a 59-years-old patient who presented with a lack of concentration and decreased vision. Magnetic resonance imaging (MRI) of the brain revealed a large right parietal-occipital space-occupying lesion. He underwent surgery and the pathological diagnosis of the tumor turned out to be metastatic prostate carcinoma. Further evaluation by a whole-body …

Single Institution Implementation Of Permanent 131cs Interstitial Brachytherapy For Previously Irradiated Patients With Resectable Recurrent Head And Neck Carcinoma, Voichita Bar-Ad, Emily Hubley, Adam Luginbuhl, David Cognetti, Joseph Curry, Amy Harrison, Jennifer Johnson, James Keller, Cheng Peng, David To, Laura Doyle

Department of Radiation Oncology Faculty Papers

Purpose: Permanent interstitial brachytherapy is an appealing treatment modality for patients with locoregional recurrent, resectable head and neck carcinoma (HNC), having previously received radiation. Cesium-131 (131Cs) is a permanent implant brachytherapy isotope, with a low average photon energy of 30 keV and a short half-life of 9.7 days. Exposure to medical staff and family members is low; patient isolation and patient room shielding are not required. This work presents a single institution’s implementation process of utilizing an intraoperative, permanent 131Cs implant for patients with completely resected recurrent HNC.

Materials & Methods: Fifteen patients receiving 131Cs permanent seed brachytherapy were included …

Carotid Dosimetry After Re-Irradiation With 131cs Permanent Implant Brachytherapy In Recurrent, Resected Head And Neck Cancer, Amanda Walsh, Emily Hubley, Laura Doyle M, David Cognetti, Joseph Curry, Voichita Bar-Ad, Adam Luginbuhl

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Purpose: Permanent seed implant cesium-131 (¹³¹Cs) brachytherapy provides highly localized radiation for patients with recurrent head and neck cancer (HNC), who may be ineligible for external beam radiation therapy due to a high-risk of toxicity. As carotid blowout is a concern in the setting of re-irradiation, a dose to the carotid artery was examined for ¹³¹Cs brachytherapy implants.

Material and methods: Eleven patients were implanted with¹³¹Cs adjacent to carotid at the time of resection for recurrent HNC. Vascularized tissue flaps were used in some patients. The carotid artery was contoured on the post-implant brachytherapy treatment …

Sub-Region Based Radiomics Analysis For Survival Prediction In Oesophageal Tumours Treated By Definitive Concurrent Chemoradiotherapy, Congying Xie, Pengfei Yang, Xuebang Zhang, Lei Xu, Xiaoju Wang, Xiadong Li, Luhan Zhang, Ruifei Xie, Ling Yang, Zhao Jing, Hongfang Zhang, Lingyu Ding, Yu Kuang, Tianye Niu, Shixiu Wu

Health Physics and Diagnostic Sciences Faculty Research

Background: Evaluating clinical outcome prior to concurrent chemoradiotherapy remains challenging for oesophageal squamous cell carcinoma (OSCC) as traditional prognostic markers are assessed at the completion of treatment. Herein, we investigated the potential of using sub-region radiomics as a novel tumour biomarker in predicting overall survival of OSCC patients treated by concurrent chemoradiotherapy. Methods: Independent patient cohorts from two hospitals were included for training (n = 87) and validation (n = 46). Radiomics features were extracted from sub-regions clustered from patients' tumour regions using K-means method. The LASSO regression for ‘Cox’ method was used for feature selection. The survival prediction model …

Rethinking Pulmonary Toxicity In Advanced Non-Small Cell Lung Cancer In The Era Of Combining Anti-Pd-1/Pd-L1 Therapy With Thoracic Radiotherapy., Mengqian Li, Lu Gan, Andrew Song, Jianxin Xue, You Lu

Department of Radiation Oncology Faculty Papers

The combination of programmed cell death 1/programmed cell death ligand 1 blockade and thoracic radiotherapy has become the new standard of care in the treatment of locally advanced non-small-cell lung cancer. The information regarding the pulmonary safety of such therapy remains limited to mostly retrospective studies and case reports with a small portion of data from prospective clinical trials. By analyzing the underlying mechanisms of interactions between radiation and immunotherapy from preclinical data and summarizing safety data from relevant clinical studies with pulmonary toxicity, we believe that longer and rigorous follow-up is warranted, to determine if the combination of such …