Otolaryngology Commons^™

Neutrophil-To-Lymphocyte Ratio As A Prognostic Factor Of Survival Outcomes In Head And Neck Squamous Cell Carcinoma Receiving Neoadjuvant Immunotherapy, Pablo Llerena, Praneet C. Kaki, Kathryn Nunes, Eric Mastrolonardo, Kelly Bridgham, Annie Moroco, Hani Samarah, Mouadh Barbirou, David Baek, Chun Wang, Voichita Bar-Ad, David Cognetti, Joseph Curry, Jennifer M. Johnson, Hushan Yang, Larry A. Harshyne, Adam J. Luginbuhl

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

PURPOSE: The neutrophil-to-lymphocyte ratio (NLR) is a prognostic marker in cancers treated with immune checkpoint inhibitors (ICI), reflecting the link between inflammation and cancer immune response. This study examines NLR's prognostic value in head and neck squamous cell carcinoma (HNSCC) patients receiving neoadjuvant ICI therapy, focusing on its potential as an independent predictor of overall survival (OS) and disease-free survival (DFS).

METHODS: We conducted a retrospective cohort study including three neoadjuvant trials: durvalumab ± metformin, nivolumab ± tadalafil, or nivolumab ± BMS-986205 from 2017 to 2022. Pre-treatment NLR was calculated using absolute neutrophil and absolute lymphocyte counts obtained before neoadjuvant …

Tumor Microenvironment Governs The Prognostic Landscape Of Immunotherapy For Head And Neck Squamous Cell Carcinoma: A Computational Model-Guided Analysis, Priyan Bhattacharya, Alban J Linnenbach, Andrew P. South, Ubaldo E. Martinez-Outshoorn, Joseph M. Curry, Jennifer M. Johnson, Larry A. Harshyne, Mỹ G. Mahoney, Adam J. Luginbuhl, Rajanikanth Vadigepalli

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Immune checkpoint inhibition (ICI) has emerged as a critical treatment strategy for squamous cell carcinoma of the head and neck (HNSCC) that halts the immune escape of the tumor cells. Increasing evidence suggests that the onset, progression, and lack of/no response of HNSCC to ICI are emergent properties arising from the interactions within the tumor microenvironment (TME). Deciphering how the diversity of cellular and molecular interactions leads to distinct HNSCC TME subtypes subsequently governing the ICI response remains largely unexplored. We developed a cellular-molecular model of the HNSCC TME that incorporates multiple cell types, cellular states, and transitions, and molecularly …

Pediatric Papillary Thyroid Carcinoma: Outcomes After Surgery Without Adjuvant Radioactive Iodine, Luz E Castellanos, Mark E Zafereo, Erich M Sturgis, Jennifer R Wang, Anita K Ying, Steven G Waguespack

Faculty, Staff and Students Publications

Context: Pediatric papillary thyroid carcinoma (PTC) is usually treated with total thyroidectomy followed by radioactive iodine (RAI). Recently, RAI has been used more selectively based on surgical pathology and postoperative dynamic risk stratification (DRS).

Objective: To describe patients with pediatric PTC not initially treated with RAI and their disease outcomes.

Methods: This was an ambispective study at a tertiary cancer center of patients < 19 years diagnosed from January 1, 1990, to December 31, 2021, with stage 1 PTC who intentionally were not treated with RAI within a year of diagnosis. We assessed clinical characteristics, management, and disease outcomes using DRS.

Results: Of 490 PTC patients, we identified 93 eligible patients (median age at diagnosis 16 years; 87% female), including 46 (49%) with cervical lymph node metastases. Initial management included total thyroidectomy ± neck dissection (n = 69, …

Predicting Operative Mortality In Patients Who Undergo Elective Open Thoracoabdominal Aortic Aneurysm Repair, Kyle W Blackburn, Susan Y Green, Allen Kuncheria, Meng Li, Adel M Hassan, Brittany Rhoades, Scott A Weldon, Subhasis Chatterjee, Marc R Moon, Scott A Lemaire, Joseph S Coselli

Faculty, Staff and Students Publications

Background

We have developed a model aimed at identifying preoperative predictors of operative mortality in patients who undergo elective, open thoracoabdominal aortic aneurysm (TAAA) repair. We converted this model into an intuitive nomogram to aid preoperative counseling.

Methods

We retrospectively analyzed data from 2884 elective, open TAAA repairs performed between 1986 and 2023 in a single practice. Using clinical and selected operative variables, we built 4 predictive models: multivariable logistic regression (MLR), random forest, support vector machine, and gradient boosting machine. Each model’s predictive effectiveness was evaluated with the C-statistic. Test C-statistics were computed using an 80:20 cross-validation scheme with …

Potentially Functional Variants Of Chmp4a And Panx1 In The Pyroptosis-Related Pathway Predict Survival Of Patients With Non-Oropharyngeal Head And Neck Squamous Cell Carcinoma, Xiaozhun Tang, Huiling Wang, Hongliang Liu, Guojun Li, Erich M Sturgis, Sanjay Shete, Qingyi Wei

Faculty, Staff and Students Publications

Background: Pyroptosis has been implicated in the advancement of various cancers. Triggering pyroptosis within tumors amplifies the immune response, thereby fostering an antitumor immune environment. Nonetheless, few published studies have evaluated associations between functional variants in the pyroptosis-related genes and clinical outcomes of patients with non-oropharyngeal head and neck squamous cell carcinoma (NON-ORO HNSCC).

Methods: We conducted an association study of 985 NON-ORO HNSCC patients who were randomly divided into two groups: the discovery group of 492 patients and the replication group of 493 patients. We used Cox proportional hazards regression analysis to examine associations between genetic variants of the …

Comprehensive Peripheral Blood Immunoprofiling Reveals Five Immunotypes With Immunotherapy Response Characteristics In Patients With Cancer, Daniiar Dyikanov, Aleksandr Zaitsev, Tatiana Vasileva, Iris Wang, Arseniy Sokolov, Evgenii Bolshakov, Alena Frank, Polina Turova, Olga Golubeva, Anna Gantseva, Anna Kamysheva, Polina Shpudeiko, Ilya Krauz, Mary Abdou, Madison Chasse, Tori Conroy, Nicholas Merriam, Julia Alesse, Noel English, Boris Shpak, Anna Shchetsova, Evgenii Tikhonov, Ivan Filatov, Anastasia Radko, Anastasiia Bolshakova, Anastasia Kachalova, Nika Lugovykh, Andrey Bulahov, Anastasiia Kilina, Syimyk Asanbekov, Irina Zheleznyak, Pavel Skoptsov, Evgenia Alekseeva, Jennifer Johnson, Joseph Curry, Alban Linnenbach, Andrew South, Enjun Yang, Kirill Morozov, Anastasiya Terenteva, Lira Nigmatullina, Dmitry Fastovetz, Anatoly Bobe, Linda Balabanian, Krystle Nomie, Sheila Yong, Christopher Davitt, Alexander Ryabykh, Olga Kudryashova, Cagdas Tazearslan, Alexander Bagaev, Nathan Fowler, Adam Luginbuhl, Ravshan Ataullakhanov, Michael Goldberg

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

The lack of comprehensive diagnostics and consensus analytical models for evaluating the status of a patient's immune system has hindered a wider adoption of immunoprofiling for treatment monitoring and response prediction in cancer patients. To address this unmet need, we developed an immunoprofiling platform that uses multiparameter flow cytometry to characterize immune cell heterogeneity in the peripheral blood of healthy donors and patients with advanced cancers. Using unsupervised clustering, we identified five immunotypes with unique distributions of different cell types and gene expression profiles. An independent analysis of 17,800 open-source transcriptomes with the same approach corroborated these findings. Continuous immunotype-based …

Recurrent Oropharyngeal Squamous Cell Carcinomas Maintain Anti-Tumor Immunity And Multinucleation Levels Following Completion Of Radiation, Patricia Castro, Germán Corredor, Can Koyuncu, Luke A Nordstrom, Michelle Tiji, Taylor Leavitt, James S Lewis, Anant Madabhushi, Mitchell J Frederick, Vlad C Sandulache

Faculty, Staff and Students Publications

OBJECTIVE: Oropharyngeal squamous cell carcinoma (OPSCC) recurrence is almost universally fatal. Development of effective therapeutic options requires an improved understanding of recurrent OPSCC biology.

METHODS: We analyzed paired primary-recurrent OPSCC from Veterans treated at the Michael E. DeBakey Veterans Affairs Medical Center between 2000 and 2020 who received curative intent radiation-based treatment (with or without chemotherapy). Patient tumors were analyzed using standard immunohistochemistry and automated imaging of infiltrating lymphocytes and multinucleated tumor cells coupled to machine learning algorithms.

RESULTS: Primary and recurrent tumors demonstrated high concordance via p16 and p53 immunohistochemistry, with comparable levels of multinucleation. In contrast, recurrent tumors …

Outcomes After Definitive Treatment For Cutaneous Angiosarcomas Of The Face And Scalp: Reevaluating The Role Of Surgery And Radiation Therapy, Alison K Yoder, Ahsan S Farooqi, Cort Wernz, Aparna Subramaniam, Vinod Ravi, Ryan Goepfert, Erich M Sturgis, Devarati Mitra, Andrew J Bishop, B Ashleigh Guadagnolo

Faculty, Staff and Student Publications

INTRODUCTION: We investigated outcomes and prognostic factors for patients treated for cutaneous angiosarcoma (CA).

METHODS: We conducted a retrospective review of patients treated for CA of the face and scalp from 1962 to 2019. All received definitive treatment with surgery, radiation (RT), or a combination (S-XRT). The Kaplan-Meier method was used to estimate outcomes. Multivariable analyses were conducted using the Cox proportional hazards model.

RESULTS: For the 143 patients evaluated median follow-up was 33 months. Five-year LC was 51% and worse in patients with tumors >5 cm, multifocal tumors, those treated pre-2000, and with single modality therapy (SMT). These remained …

Machine Learning Driven Index Of Tumor Multinucleation Correlates With Survival And Suppressed Anti-Tumor Immunity In Head And Neck Squamous Cell Carcinoma Patients, Can F Koyuncu, Mitchell J Frederick, Lester D R Thompson, Germán Corredor, Sirvan Khalighi, Zelin Zhang, Bolin Song, Cheng Lu, Reetoja Nag, Vidya Sankar Viswanathan, Michael Gilkey, Kailin Yang, Shlomo A Koyfman, Deborah J Chute, Patricia Castro, James S Lewis, Anant Madabhushi, Vlad C Sandulache

Faculty, Staff and Students Publications

OBJECTIVES: Matching treatment intensity to tumor biology is critical to precision oncology for head and neck squamous cell carcinoma (HNSCC) patients. We sought to identify biological features of tumor cell multinucleation, previously shown by us to correlate with survival in oropharyngeal (OP) SCC using a machine learning approach.

MATERIALS AND METHODS: Hematoxylin and eosin images from an institutional OPSCC cohort formed the training set (D

RESULTS: MuNI correlated with overall survival. A multivariable nomogram that included MuNI, age, race, sex, T/N stage, and smoking status yielded a C-index of 0.65, and MuNI was prognostic of overall survival (2.25, 1.07-4.71, 0.03), …

Survival Outcomes Of Patients With Mycosis Fungoides Involving The External Ear And Ear Canal, Alex J Wilkinson, Marc-Elie Nader, Dianna Roberts, Madeleine Duvic, Jillian R Gunther, Bouthaina S Dabaja, Paul W Gidley

Faculty, Staff and Student Publications

OBJECTIVES/HYPOTHESIS: Mycosis Fungoides (MF) is the most common subtype of cutaneous T-cell lymphoma. Disease involvement of specific locations may be more significant than simply the symptoms associated with that site; it is possible that involvement of certain sites could be associated with poor prognosis. We aimed to evaluate the outcomes of patients with MF with documented involvement of the EAC and external ear.

STUDY DESIGN: Retrospective analysis.

METHODS: We retrospectively reviewed 40 patients with MF that were treated by otologists between 2012 and 2021.

RESULTS: We report the largest series of patients with MF involving the external ear and EAC. …

Molecular Diagnostics In The Evaluation Of Thyroid Nodules: Current Use And Prospective Opportunities, Jena Patel, Joshua Klopper, Elizabeth E. Cottrill

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Thyroid cancer is the most common endocrine malignancy with an estimated 43,800 new cases to be diagnosed in 2022 and representing the 7th most common cancer in women. While thyroid nodules are very common, being identified in over 60% of randomly selected adults, only 5-15% of thyroid nodules harbor thyroid malignancy. Therefore, it is incumbent upon physicians to detect and treat thyroid malignancies as is clinically appropriate and avoid unnecessary invasive procedures in patients with benign asymptomatic lesions. Over the last 15-20 years, rapid advances have been made in cytomolecular testing to aid in thyroid nodule management. Initially, indeterminate thyroid …

Head And Neck Cancer Predictive Risk Estimator To Determine Control And Therapeutic Outcomes Of Radiotherapy (Hnc-Predictor): Development, International Multi-Institutional Validation, And Web Implementation Of Clinic-Ready Model-Based Risk Stratification For Head And Neck Cancer, Lisanne V Van Dijk, Abdallah Sr Mohamed, Sara Ahmed, Nafiul Nipu, G Elisabeta Marai, Kareem Wahid, Nanna M Sijtsema, Brandon Gunn, Adam S Garden, Amy Moreno, Andrew J Hope, Johannes A Langendijk, Clifton D Fuller

Faculty, Staff and Student Publications

Background: Personalised radiotherapy can improve treatment outcomes of patients with head and neck cancer (HNC), where currently a 'one-dose-fits-all' approach is the standard. The aim was to establish individualised outcome prediction based on multi-institutional international 'big-data' to facilitate risk-based stratification of patients with HNC.

Methods: The data of 4611 HNC radiotherapy patients from three academic cancer centres were split into four cohorts: a training (n = 2241), independent test (n = 786), and external validation cohorts 1 (n = 1087) and 2 (n = 497). Tumour- and patient-related clinical variables were considered in a machine learning pipeline to predict overall …

Oropharyngeal Cancer Outcomes Correlate With P16 Status, Multinucleation And Immune Infiltration, David C Wilde, Patricia D Castro, Kaustav Bera, Syeling Lai, Anant Madabhushi, German Corredor, Can Koyuncu, James S Lewis, Cheng Lu, Mitchell J Frederick, Allan M Frederick, Avery E Haugen, Jose P Zevallos, Erich M Sturgis, Justin Shi, Andrew T Huang, David J Hernandez, Heath D Skinner, Jan O Kemnade, Wendong Yu, Andrew G Sikora, Vlad C Sandulache

Faculty, Staff and Students Publications

Oropharyngeal squamous cell carcinoma (OPSCC), largely fueled by the human papillomavirus (HPV), has a complex biological and immunologic phenotype. Although HPV/p16 status can be used to stratify OPSCC patients as a function of survival, it remains unclear what drives an improved treatment response in HPV-associated OPSCC and whether targetable biomarkers exist that can inform a precision oncology approach. We analyzed OPSCC patients treated between 2000 and 2016 and correlated locoregional control (LRC), disease-free survival (DFS) and overall survival (OS) with conventional clinical parameters, risk parameters generated using deep-learning algorithms trained to quantify tumor-infiltrating lymphocytes (TILs) (OP-TIL) and multinucleated tumor cells …

An Imaging Biomarker Of Tumor-Infiltrating Lymphocytes To Risk-Stratify Patients With Hpv-Associated Oropharyngeal Cancer, Germán Corredor, Paula Toro, Can Koyuncu, Cheng Lu, Christina Buzzy, Kaustav Bera, Pingfu Fu, Mitra Mehrad, Kim A Ely, Mojgan Mokhtari, Kailin Yang, Deborah Chute, David J Adelstein, Lester D R Thompson, Justin A Bishop, Farhoud Faraji, Wade Thorstad, Patricia Castro, Vlad Sandulache, Shlomo A Koyfman, James S Lewis, Anant Madabhushi

Faculty, Staff and Students Publications

BACKGROUND: Human papillomavirus (HPV)-associated oropharyngeal squamous cell carcinoma (OPSCC) has excellent control rates compared to nonvirally associated OPSCC. Multiple trials are actively testing whether de-escalation of treatment intensity for these patients can maintain oncologic equipoise while reducing treatment-related toxicity. We have developed OP-TIL, a biomarker that characterizes the spatial interplay between tumor-infiltrating lymphocytes (TILs) and surrounding cells in histology images. Herein, we sought to test whether OP-TIL can segregate stage I HPV-associated OPSCC patients into low-risk and high-risk groups and aid in patient selection for de-escalation clinical trials.

METHODS: Association between OP-TIL and patient outcome was explored on whole slide …

Cancer-Associated Fibroblast Density, Prognostic Characteristics, And Recurrence In Head And Neck Squamous Cell Carcinoma: A Meta-Analysis., Alexander M Knops, Andrew South, Ulrich Rodeck, Ubaldo Martinez-Outschoorn, Larry A Harshyne, Jennifer Johnson, Adam J Luginbuhl, Joseph M Curry

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Introduction: The progression and clinical course of head and neck squamous cell carcinoma (HNSCC) relies on complex interactions between cancer and stromal cells in the tumor microenvironment (TME). Among the most abundant of these stromal cells are cancer-associated fibroblasts (CAFs). While their contribution to tumor progression is widely acknowledged, and various CAF-targeted treatments are under development, the relationship between CAF density and the clinicopathologic course of HNSCC has not been clearly defined. Here we examine the published evidence investigating the relationship of cancer-associated fibroblasts to local recurrence and indicators of prognostic significance in HNSCC.

Methods: We conducted a meta-analysis of …

Cancer-Associated Fibroblast Density, Prognostic Characteristics, And Recurrence In Head And Neck Squamous Cell Carcinoma: A Meta-Analysis., Alexander M Knops, Andrew South, Ulrich Rodeck, Ubaldo Martinez-Outschoorn, Larry Harshyne, Phd, Jennifer Johnson, Md, Adam J Luginbuhl, Joseph M Curry

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Introduction: The progression and clinical course of head and neck squamous cell carcinoma (HNSCC) relies on complex interactions between cancer and stromal cells in the tumor microenvironment (TME). Among the most abundant of these stromal cells are cancer-associated fibroblasts (CAFs). While their contribution to tumor progression is widely acknowledged, and various CAF-targeted treatments are under development, the relationship between CAF density and the clinicopathologic course of HNSCC has not been clearly defined. Here we examine the published evidence investigating the relationship of cancer-associated fibroblasts to local recurrence and indicators of prognostic significance in HNSCC.

Methods: We conducted a meta-analysis of …

Management Of The Neck In Differentiated Thyroid Cancer, David M. Cognetti, Edmund A. Pribitkin, William M. Keane

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Differentiated thyroid cancer is characterized by an excellent long-term prognosis, which unlike other head and neck carcinomas, is not influenced definitively by regional lymph node metastasis. The relative rarity of the disease, together with its tendency for delayed metastasis and its low mortality, makes a prospective randomized trial comparing treatment outcomes difficult. As a result, the effect of cervical lymph node metastases on survival is unclear, making meaningful recommendations for their management somewhat subjective. This article discusses guidelines for the management of the neck in differentiated.