Medicine and Health Sciences Commons^™

Biological Insights From Plasma Proteomics Of Non-Small Cell Lung Cancer Patients Treated With Immunotherapy, Jair Bar, Raya Leibowitz, Niels Reinmuth, Astrid Ammendola, Eyal Jacob, Mor Moskovitz, Adva Levy-Barda, Michal Lotem, Rivka Katsenelson, Abed Agbarya, Mahmoud Abu-Amna, Maya Gottfried, Tatiana Harkovsky, Ido Wolf, Ella Tepper, Gil Loewenthal, Ben Yellin, Yehuda Brody, Nili Dahan, Maya Yanko, Coren Lahav, Michal Harel, Shani Raveh Shoval, Yehonatan Elon, Itamar Sela, Adam Dicker, Yuval Shaked

Department of Radiation Oncology Faculty Papers

INTRODUCTION: Immune checkpoint inhibitors have made a paradigm shift in the treatment of non-small cell lung cancer (NSCLC). However, clinical response varies widely and robust predictive biomarkers for patient stratification are lacking. Here, we characterize early on-treatment proteomic changes in blood plasma to gain a better understanding of treatment response and resistance.

METHODS: Pre-treatment (T0) and on-treatment (T1) plasma samples were collected from 225 NSCLC patients receiving PD-1/PD-L1 inhibitor-based regimens. Plasma was profiled using aptamer-based technology to quantify approximately 7000 plasma proteins per sample. Proteins displaying significant fold changes (T1:T0) were analyzed further to identify associations with clinical outcomes using …

Identification Of Ct-Based Non-Invasive Radiomic Biomarkers For Overall Survival Prediction In Oral Cavity Squamous Cell Carcinoma, Xiao Ling, Gregory S. Alexander, Jason Molitoris, Jinhyuk Choi, Lisa Schumaker, Ranee Mehra, Daria A. Gaykalova, Lei Ren

Department of Radiation Oncology Faculty Papers

This study addresses the limited non-invasive tools for Oral Cavity Squamous Cell Carcinoma (OSCC) survival prediction by identifying Computed Tomography (CT)-based biomarkers to improve prognosis prediction. A retrospective analysis was conducted on data from 149 OSCC patients, including CT radiomics and clinical information. An ensemble approach involving correlation analysis, score screening, and the Sparse-L1 algorithm was used to select functional features, which were then used to build Cox Proportional Hazards models (CPH). Our CPH achieved a 0.70 concordance index in testing. The model identified two CT-based radiomics features, Gradient-Neighboring-Gray-Tone-Difference-Matrix-Strength (GNS) and normalized-Wavelet-LLL-Gray-Level-Dependence-Matrix-Large-Dependence-High-Gray-Level-Emphasis (HLE), as well as stage and alcohol usage, …

High-Dose-Rate Brachytherapy For The Treatment Of Basal And Squamous Cell Carcinomas On Sensitive Areas Of The Face: A Report Of Clinical Outcomes And Acute And Subacute Toxicities, James M. Taylor, Bahar Dasgeb, Spencer Liem, Ayesha Ali, Amy Harrison, Mitchell Finkelstein, Jisun Cha, Rani Anne, Steven Greenbaum, William Sherwin, Wenyin Shi

Department of Radiation Oncology Faculty Papers

Purpose Basal cell and cutaneous squamous cell carcinoma are common malignancies (keratinocyte carcinomas [KCs]). Surgical resection is the standard of care. Radiation using high-dose rate brachytherapy (HDR-BT) may serve as a superior alternative where surgical scars may be of cosmetic concern or in elderly patients with significant comorbidity. We aim to describe the clinical and cosmetic outcomes as well as posttreatment radiation toxicities associated with HDR-BT in patients who were treated for KCs of the face.

Methods and Materials Patients with KCs treated with HDR-BT from 2015 to 2018 were included in the study. Patient medical records and clinical photos …

Comparative Effectiveness Of Intensity Modulated Radiation Therapy To 3-Dimensional Conformal Radiation In Locally Advanced Lung Cancer: Pathological And Clinical Outcomes., Sarit Appel, Jair Bar, Alon Ben-Nun, Marina Perelman, Dror Alezra, Damien Urban, Maoz Ben-Ayun, Nir Honig, Efrat Ofek, Tamar Katzman, Amir Onn, Sumit Chatterji, Sergey Dubinski, Lev Tsvang, Shira Felder, Judith Kraitman, Ory Haisraely, Tatiana Rabin Alezra, Sivan Lieberman, Edith M. Marom, Nir Golan, David Simansky, Zvi Symon, Yaacov Richard Lawrence

Department of Radiation Oncology Faculty Papers

OBJECTIVE: Intensity-modulated radiotherapy (IMRT) has better normal-tissue sparing compared with 3-dimensional conformal radiation (3DCRT). We sought to assess the impact of radiation technique on pathological and clinical outcomes in locally advanced non-small cell lung cancer (LANSCLC) treated with a trimodality strategy.

METHODS: Retrospective review of LANSCLC patients treated from August 2012 to August 2018 at Sheba Medical Center, Israel. The trimodality strategy consisted of concomitant chemoradiation to 60 Gray (Gy) followed by completion surgery. The planning target volume (PTV) was defined by co-registered PET/CT. Here we compare the pathological regression, surgical margin status, local control rates (LC), disease free (DFS) …

Nrg Oncology-Radiation Therapy Oncology Group Study 1014: 1-Year Toxicity Report From A Phase 2 Study Of Repeat Breast-Preserving Surgery And 3-Dimensional Conformal Partial-Breast Reirradiation For In-Breast Recurrence., Douglas W. Arthur, Kathryn A. Winter, Henry M. Kuerer, Bruce G. Haffty, Laurie W. Cuttino, Dorin A. Todor, Nicole L. Simone, Shelly B. Hayes, Wendy A. Woodward, Beryl Mccormick, Randi J. Cohen, Walter M. Sahijdak, Daniel J. Canaday, Doris R. Brown, Adam D. Currey, Christine M. Fisher, Reshma Jagsi, Julia White

Department of Radiation Oncology Faculty Papers

PURPOSE: To determine the associated toxicity, tolerance, and safety of partial-breast reirradiation.

METHODS AND MATERIALS: Eligibility criteria included in-breast recurrence occurring >1 year after whole-breast irradiation, <3 >cm, unifocal, and resected with negative margins. Partial-breast reirradiation was targeted to the surgical cavity plus 1.5 cm; a prescription dose of 45 Gy in 1.5 Gy twice daily for 30 treatments was used. The primary objective was to evaluate the rate of grade ≥3 treatment-related skin, fibrosis, and/or breast pain adverse events (AEs), occurring ≤1 year from re-treatment completion. A rate of ≥13% for these AEs in a cohort of 55 patients was …

Gene Expression Signatures Modulated By Epidermal Growth Factor Receptor Activation And Their Relationship To Cetuximab Resistance In Head And Neck Squamous Cell Carcinoma., Elana J Fertig, Qing Ren, Haixia Cheng, Hiromitsu Hatakeyama, Adam Dicker Md, Phd, Ulrich Rodeck, Michael Considine, Michael F Ochs, Christine H Chung

Department of Radiation Oncology Faculty Papers

BACKGROUND: Aberrant activation of signaling pathways downstream of epidermal growth factor receptor (EGFR) has been hypothesized to be one of the mechanisms of cetuximab (a monoclonal antibody against EGFR) resistance in head and neck squamous cell carcinoma (HNSCC). To infer relevant and specific pathway activation downstream of EGFR from gene expression in HNSCC, we generated gene expression signatures using immortalized keratinocytes (HaCaT) subjected to ligand stimulation and transfected with EGFR, RELA/p65, or HRASVal12D.

RESULTS: The gene expression patterns that distinguished the HaCaT variants and conditions were inferred using the Markov chain Monte Carlo (MCMC) matrix factorization algorithm Coordinated Gene Activity …

Phase I Study Of 'Dose-Dense' Pemetrexed Plus Carboplatin/Radiotherapy For Locally Advanced Non-Small Cell Lung Carcinoma., Xinglei Shen, Albert Denittis, Maria Werner-Wasik, Rita Axelrod, Paul Gilman, Thomas Meyer, Joseph Treat, Walter J Curran, Mitchell Machtay

Department of Radiation Oncology Faculty Papers

BACKGROUND: This phase I study investigates the feasibility of carboplatin plus dose-dense (q2-week) pemetrexed given concurrently with radiotherapy (XRT) for locally advanced and oligometastatic non-small cell lung cancer (NSCLC).

METHODS: Eligible patients had Stage III or IV (oligometastatic) NSCLC. Patients received XRT to 63 Gy in standard fractionation. Patients received concurrent carboplatin (AUC = 6) during weeks 1 and 5 of XRT, and pemetrexed during weeks 1, 3, 5, and 7 of XRT. The starting dose level (level 1) of pemetrexed was 300 mg/m2. Following the finding of dose limiting toxicity (DLT) in dose level 1, an amended dose level …