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Hughes A, Johnny C, Huang SH, Su J, Bratman S, Cho J, Hahn E, Hosni A, Hope A, Kim J, Tsai J, O'Sullivan B, Ringash JG, Waldron J, Spreafico A, Eng L, Garcia ES, DeAlmeida J, Tong L, Xu W, McPartlin A. The prognostic and predictive value of pre-treatment hematologic markers for oropharyngeal carcinoma stratified by HPV status and treated with definitive (chemo) radiation. Radiother Oncol 2025; 207:110851. [PMID: 40118188 DOI: 10.1016/j.radonc.2025.110851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Revised: 03/11/2025] [Accepted: 03/15/2025] [Indexed: 03/23/2025]
Abstract
BACKGROUND AND PURPOSE The literature of hematological biomarker performance in oropharynx cancer is conflicted, likely due to heterogeneity of the cohorts studied, limiting clinical application. To resolve this, we analyze the predictive and prognostic power of the pre-treatment hematologic markers total lymphocyte count (TLC), total neutrophil count (TNC), total monocyte count (TMC), and neutrophil-lymphocyte ratio (NLR), for a large oropharynx cohort receiving definitive (chemo)radiotherapy ((C)RT). MATERIALS AND METHODS All OPC patients treated at a single academic center with definitive (C)RT between 2005-2018 were included. The actuarial rates of locoregional control (LRC) and distant control (DC) were calculated using competing risks methods, while overall survival (OS) was estimated using the Kaplan-Meier method. Multivariable analysis (MVA) was applied to assess the prognostic and predictive value of the TLC, TMC, TNC, and NLR, adjusted for known prognostic factors. A Bonferroni correction was applied with a significance threshold of p < 0.01, due to consideration of multiple markers. RESULTS A total of 1,515 OPC patients were included (HPV-positive 1,151; HPV-negative 364). The median follow-up was 5.5 years, and 469 deaths were recorded. A significant interaction between the association of TLC and overall survival (OS) and the use of chemotherapy was identified for HPV-positive disease (p < 0.001). Hence, analysis was performed separately to determine the association of TLC with the outcome for the CRT and RT alone cohorts for HPV-positive OPC. On MVA, TLC was only prognostic for HPV-positive OPC when receiving CRT (OS adjusted HR (aHR) 0.51 (0.35-0.74), p < 0.001), with improved outcomes seen with higher TLC. TLC was also predictive for HPV-positive OPC, with a larger benefit to OS from the addition of concurrent cisplatin seen as TLC increased. On MVA, NLR, TNC, and TMC did not show a significant prognostic value in HPV-positive or HPV-negative OPC (p > 0.01 for all markers). CONCLUSION In this large and homogenous cohort of OPC patients receiving definitive (C)RT, TLC was found to be a prognostic and predictive biomarker for patients with HPV-positive OPC receiving CRT, but not RT alone nor in HPV-negative disease. No other assessed marker was prognostic. TLC may inform the stratification of patients for investigation of novel treatment strategies in HPV-positive OPC. Prospective validation of this finding is required.
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Affiliation(s)
- A Hughes
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada.
| | - Ca Johnny
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - S H Huang
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada; Department of Otolaryngology-Head and Neck Surgery, Surgical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - J Su
- Department of Biostatistics, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - S Bratman
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - J Cho
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - E Hahn
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - A Hosni
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - A Hope
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - J Kim
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - J Tsai
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - B O'Sullivan
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada; Department of Otolaryngology-Head and Neck Surgery, Surgical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - J G Ringash
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada; Department of Otolaryngology-Head and Neck Surgery, Surgical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - J Waldron
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada; Department of Otolaryngology-Head and Neck Surgery, Surgical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - A Spreafico
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - L Eng
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - E Sanz Garcia
- Department of Medical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - J DeAlmeida
- Department of Otolaryngology-Head and Neck Surgery, Surgical Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - L Tong
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - Wei Xu
- Department of Biostatistics, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
| | - A McPartlin
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, Ontario, Canada
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Evans M, Bonomo P, Chan PC, Chua MLK, Eriksen JG, Hunter K, Jones TM, Laskar SG, Maroldi R, O'Sullivan B, Paterson C, Tagliaferri L, Tribius S, Yom SS, Gregoire V. Post-operative radiotherapy for oral cavity squamous cell carcinoma: Review of the data guiding the selection and the delineation of post-operative target volumes. Radiother Oncol 2025; 207:110880. [PMID: 40194704 DOI: 10.1016/j.radonc.2025.110880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 03/28/2025] [Accepted: 04/01/2025] [Indexed: 04/09/2025]
Abstract
BACKGROUND AND PURPOSE To date, no consensus guidelines have been published that systematically guide delineation of primary and nodal Clinical Target Volumes (CTVs) in patients who require post-operative radiotherapy (PORT) for head and neck squamous cell carcinoma (HNSCC). As a result, significant individual, institutional and national variation exists in the way that CTVs are delineated in the post-operative setting, leading to considerable heterogeneity in radiotherapy treatment. METHODS A multi-disciplinary group of experts was convened by the European Society for Radiotherapy and Oncology (ESTRO), including radiation oncologists from Europe, North America and Asia, as well as surgery, radiology and pathology representatives. Oral cavity squamous cell carcinoma (OCSCC), where surgery followed by PORT is the standard of care, was first selected for focus. The indications for PORT, and the influence of tumour subsite and stage on post-operative treatment volumes, were considered with reference to current evidence, and clinical experience within the group. RESULTS We present clear recommendations regarding the indications for PORT in OCSCC, and propose a new classification of lateralised and non-lateralised OCSCC, to help guide the delineation of post-operative nodal CTVs. CONCLUSIONS The evidence and expert opinion summarised in this manuscript provides the background and context required to underpin new international consensus guidelines for the delineation of primary and nodal CTVs for OCSCC in the post-operative setting.
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Affiliation(s)
- Mererid Evans
- Division of Cancer and Genetics, Cardiff University and Dept. of Clinical Oncology, Velindre University NHS Trust, Wales, UK.
| | - Pierluigi Bonomo
- Dept. of Radiation Oncology, Azienda Ospedaliero-Universitaria Careggi, University of Florence, Italy
| | - Po Chung Chan
- Dept of Clinical Oncology, Velindre University NHS Trust, Wales, UK
| | - Melvin L K Chua
- Division of Radiation Oncology, National Cancer Centre Singapore, Singapore
| | | | - Keith Hunter
- Liverpool Head and Neck Centre, Molecular and Clinical Cancer Medicine, University of Liverpool, UK
| | - T M Jones
- Liverpool Head and Neck Centre, Molecular and Clinical Cancer Medicine, University of Liverpool, UK
| | | | - Roberto Maroldi
- Dept. of Medical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Italy
| | - Brian O'Sullivan
- Dept. of Radiation Oncology, Princess Margaret Cancer Center, University of Toronto, Canada
| | | | - Luca Tagliaferri
- Dept of Diagnostic Imaging and Oncology, Fondazione Policlinico, Gemelli University Hospital, Rome, Italy
| | - Silke Tribius
- Dept of Radiation Oncology, Asklepios Klinik St.Georg. Hamburg, Germany
| | - Sue S Yom
- Dept. of Radiation Oncology, University of California San Francisco, United States
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Chen AM. HPV-Mediated Radiosensitivity in Oropharyngeal Squamous Cell Carcinoma: Molecular Mechanisms and Cellular Pathways. Curr Oncol Rep 2025; 27:634-641. [PMID: 40214894 DOI: 10.1007/s11912-025-01666-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2025] [Indexed: 05/16/2025]
Abstract
PURPOSE OF REVIEW While the oncogenic potential of HPV has been well-established in other disease sites (e.g. cervix, vulva, anus), it is increasingly evident that a significant proportion of oropharyngeal cancer cases are related to the virus. Although considerable progress has been made in the understanding of this disease with respect to its underlying biology and clinical behavior, numerous questions persist. From a therapeutic standpoint, HPV-positive oropharyngeal cancer has been shown to be more radiosensitive than HPV-negative disease. However, how HPV mediates this radiosensitivity is relatively uncertain. RECENT FINDINGS Given that it has been firmly established that patients with HPV-positive oropharyngeal cancer have a significantly improved prognosis as a result of their exquisite response to radiation and can be treated with less-than-standard doses, logical questions pertain to how HPV confers this benefit to infected patients. Although the exact reason for the improved radiosensitivity of HPV-positive oropharyngeal carcinoma is unclear, multiple theories have been proposed. Indeed, it is likely that no single explanation exists for the increased radiosensitivity, and instead, HPV likely exerts its influence through a cascade of activated pathways at both the cellular level and tumor microenvironment. As will be discussed in this review, the proposed mechanisms for HPV-induced radiation response have generally centered on the disruption of such cellular pathways as DNA repair, cell cycle checkpoints, metabolic-induced stress, immunology, and cancer stem cells. Given that HPV-positive oropharyngeal cancer is increasingly recognized as a public health problem, the search to better understand its unique biological radiosensitivity has important societal and treatment-related implications.
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Affiliation(s)
- Allen M Chen
- Department of Radiation Oncology, Irvine, Chao Family Comprehensive Cancer Center, University of California, 101 The City Drive, Building 23, Orange, CA, 92868, USA.
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Bartemes KR, Moore RM, Novotny BC, Pavelko KD, Sherman WA, Rivera M, Garcia JJ, Yin LX, Ma DJ, Moore EJ, Van Abel KM, Routman DM. Increased Interaction between B Cells and CD3+ T Cells in Nonprogressors with Human Papillomavirus-Associated Oropharyngeal Squamous Cell Carcinoma. Clin Cancer Res 2025; 31:1719-1729. [PMID: 39964349 DOI: 10.1158/1078-0432.ccr-24-2425] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Revised: 10/08/2024] [Accepted: 02/14/2025] [Indexed: 05/02/2025]
Abstract
PURPOSE Tumor-infiltrating lymphocytes are associated with a decreased risk of recurrence in human papillomavirus-associated oropharyngeal squamous cell carcinoma. The composition and spatial distribution of tumor-infiltrating lymphocytes and tumor-infiltrating immune cells are not well characterized. EXPERIMENTAL DESIGN Formalin-fixed, paraffin-embedded primary and lymph node (LN) tumor tissues from 10 progressors (cases) and 10 matched nonprogressors (controls) were interrogated by imaging mass cytometry. Immune, stromal, and tumor cells were quantified from selected regions of interest using machine learning. Nearest neighbors, cell-cell interactions, and niche analyses were performed. RESULTS In primary regions of interest, immune cell, lymphocyte, T cell, CD8+ T cell, and innate cell prevalence was significantly greater in controls. High prevalence of immune cells, lymphocytes, innate cells, and CD4+ T cells in primary tissues was significantly associated with increased time to event (TTE). Although primary and LN prevalence of T cells, CD4+ T cells, CD8+ T cells, macrophages, and tumor cells were significantly correlated, differences in LNs were neither significant nor associated with TTE. Average distances between T cells and the nearest B cells and between lymphocytes and the nearest tumor cells were decreased in control primary tissues. Interactions between B and T cells were less organized in primary tissues from cases. A niche predominantly comprising lymphocytes was associated with longer TTE. CONCLUSIONS In human papillomavirus-associated oropharyngeal squamous cell carcinoma, immune cell subset prevalence in primary tumors differs with outcome and is associated with TTE. Interactions between B cells and both T-cell subsets are associated with longer TTE, underscoring the importance of active intratumoral immune responses in outcomes.
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Affiliation(s)
- Kathleen R Bartemes
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota
- Division of Allergic Diseases, Department of Medicine, Mayo Clinic, Rochester, Minnesota
| | - Raymond M Moore
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
| | - Brenna C Novotny
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
| | | | - Will A Sherman
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
| | - Michael Rivera
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Joaquin J Garcia
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota
| | - Linda X Yin
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota
| | - Daniel J Ma
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota
| | - Eric J Moore
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota
| | - Kathryn M Van Abel
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota
| | - David M Routman
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota
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Jackson CC, Liu J(J, Liu HY, Williams SG, Anees A, Noor Z, Lucas N, Xavier D, Hains PG, Bucio-Noble D, Aref AT, Porceddu SV, Ladwa R, Whitfield J, Reddel RR, Zhong Q, Panizza BJ, Robinson PJ. A Proteomic Signature for Human Papillomavirus-Associated Oropharyngeal Squamous Cell Carcinoma Predicts Patients at High Risk of Recurrence. CANCER RESEARCH COMMUNICATIONS 2025; 5:580-593. [PMID: 40014866 PMCID: PMC11979894 DOI: 10.1158/2767-9764.crc-23-0460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 11/21/2023] [Accepted: 02/25/2025] [Indexed: 03/01/2025]
Abstract
SIGNIFICANCE HPV+OPSCC incidence is increasing, with heterogeneous treatment outcomes despite favorable prognosis. Current de-escalation strategies show inferior results, highlighting the need for precise risk stratification. Using data-independent acquisition mass spectrometry proteomics, we identified a 26-peptide signature that stratifies patients into risk categories, potentially enabling personalized treatment decisions and optimal patient selection for de-escalation trials.
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Affiliation(s)
- Christopher C. Jackson
- Department of Otolaryngology, Head and Neck Surgery, Princess Alexandra Hospital, Brisbane, Australia
- Queensland Head and Neck Cancer Centre, Princess Alexandra Hospital, Brisbane, Australia
- Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - Jia (Jenny) Liu
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
- The Kinghorn Cancer Centre, St. Vincent’s Hospital, Darlinghurst, Australia
- School of Clinical Medicine, Faculty of Medicine & Health, University of New South Wales, Sydney, Australia
| | - Howard Y. Liu
- Faculty of Medicine, University of Queensland, Brisbane, Australia
- Department of Cancer Services, Princess Alexandra Hospital, Brisbane, Australia
| | - Steven G. Williams
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
| | - Asim Anees
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
| | - Zainab Noor
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
| | - Natasha Lucas
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
| | - Dylan Xavier
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
| | - Peter G. Hains
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
| | - Daniel Bucio-Noble
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
| | - Adel T. Aref
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
| | - Sandro V. Porceddu
- Department of Cancer Services, Princess Alexandra Hospital, Brisbane, Australia
| | - Rahul Ladwa
- Department of Cancer Services, Princess Alexandra Hospital, Brisbane, Australia
| | - Joseph Whitfield
- Pathology Queensland, Princess Alexandra Hospital, Brisbane, Australia
| | - Roger R. Reddel
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
| | - Qing Zhong
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
| | - Benedict J. Panizza
- Department of Otolaryngology, Head and Neck Surgery, Princess Alexandra Hospital, Brisbane, Australia
- Queensland Head and Neck Cancer Centre, Princess Alexandra Hospital, Brisbane, Australia
- Faculty of Medicine, University of Queensland, Brisbane, Australia
| | - Phillip J. Robinson
- ProCan, Children’s Medical Research Institute, The University of Sydney, Sydney, Australia
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Mumba C, Mapulanga V, Mwale NK, Ngalamika O. Smoking and presence of human papillomavirus correlates with lymphocyte density in the stroma of penile squamous cell carcinoma. Front Oncol 2025; 15:1568764. [PMID: 40231254 PMCID: PMC11994432 DOI: 10.3389/fonc.2025.1568764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2025] [Accepted: 03/12/2025] [Indexed: 04/16/2025] Open
Abstract
Background Penile squamous cell carcinoma (PSCC) is the most common malignancy of the penis. Considering the increase in incidence of PSCC in many countries, there is a need for better and effective therapies for these patients. The tumor microenvironment may offer insights into a better understanding of the tumor, which may inform on predictive and prognostic targets. In this study, we investigated immune cell infiltration into the stroma of PSCC, and how it may be affected by multiple factors including smoking, HIV infection, and/or HPV infection. Methods We carried out a prospective analytical cross-sectional study at the University Teaching Hospital in Lusaka, Zambia. Consenting patients with confirmed PSCC, attending the Urology Clinic and scheduled for partial or total penectomy were enrolled into the study. HIV testing by serology, HPV detection and genotyping on fresh tumors by real time PCR, hematoxylin and eosin (H&E) staining and immunohistochemistry staining for CD3+ and CD8+ cells on formalin-fixed paraffin-embedded tissue, and flow cytometry for immunophenotyping circulating immune cells were done. Results We enrolled 33 participants into the study. The participants had a mean age of 56 years, the majority (84.8%) were HIV positive, high-risk HPV was detected in 63.6% of the tumors, and 57.6% were positive for both HIV and high-risk HPV. HPV-positive PSCC tumors had a significantly lower proportion of infiltrating lymphocytes in the stroma on H&E staining than HPV-negative tumors [18% vs 53%; p=0.025]. Smokers had a significantly lower number of infiltrating CD8+ cells in the stroma than non-smokers [68 vs 99; p=0.035]. No difference in the density of stromal lymphocytes between HPV/HIV co-infected and non-co-infected individuals was observed. There was a statistically significant positive correlation in number of CD3+ (⍴=0.38; p=0.027) and CD8+ (⍴=0.40; p=0.02) cells in the stroma and intra-tumor. Factors including histological stage, tumor grade, HPV status, and HIV status seem to influence the correlation in number of stroma and intra-tumoral immune cells. Conclusion Smoking and presence of hrHPV is associated with a lower density of infiltrating lymphocytes in the stroma of PSCC. There is a positive correlation in the number of CD3+ and CD8+ cells between the stroma and intra-tumoral compartment of PSCC.
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Affiliation(s)
- Chibamba Mumba
- Department of Pathology and Microbiology, University of Zambia School of Medicine, Lusaka, Zambia
| | - Victor Mapulanga
- Urology Section, Department of Surgery, University of Zambia School of Medicine, Lusaka, Zambia
| | - Nicholas K. Mwale
- Department of Physiological Sciences, University of Zambia School of Medicine, Lusaka, Zambia
| | - Owen Ngalamika
- Dermatology and Venereology Division, University of Zambia School of Medicine, Lusaka, Zambia
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Lin Y, Song Y, Zhang Y, Li X, Kan L, Han S. New insights on anti-tumor immunity of CD8 + T cells: cancer stem cells, tumor immune microenvironment and immunotherapy. J Transl Med 2025; 23:341. [PMID: 40097979 PMCID: PMC11912710 DOI: 10.1186/s12967-025-06291-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Accepted: 02/23/2025] [Indexed: 03/19/2025] Open
Abstract
Recent breakthroughs in tumor immunotherapy have confirmed the capacity of the immune system to fight several cancers. The effective means of treating cancer involves accelerating the death of tumor cells and improving patient immunity. Dynamic changes in the tumor immune microenvironment alter the actual effects of anti-tumor drug production and may trigger favorable or unfavorable immune responses by modulating tumor-infiltrating lymphocytes. Notably, CD8+ T cells are one of the primary tumor-infiltrating immune cells that provide anti-tumor response. Tumor cells and tumor stem cells will resist or evade destruction through various mechanisms as CD8+ T cells exert their anti-tumor function. This paper reviews the research on the regulation of tumor development and prognosis by cancer stem cells that directly or indirectly alter the role of tumor-infiltrating CD8+ T cells. We also discuss related immunotherapy strategies.
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Affiliation(s)
- Yibin Lin
- Department of Neurosurgery, The First Hospital of China Medical University, Shenyang, 110001, China
| | - Yifu Song
- Department of Neurosurgery, The First Hospital of China Medical University, Shenyang, 110001, China
| | - Yaochuan Zhang
- Department of Neurosurgery, The First Hospital of China Medical University, Shenyang, 110001, China
| | - Xiaodong Li
- Department of Neurosurgery, Siping Central People's Hospital, Siping, Jilin, 136000, China
| | - Liang Kan
- Department of Geriatrics, Shengjing Hospital of China Medical University, Shenyang, 110004, China.
| | - Sheng Han
- Department of Neurosurgery, The First Hospital of China Medical University, Shenyang, 110001, China.
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8
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Suchan M, Wuerdemann N, Wagner S, Langer C, Arens C, Johannsen J, Prinz J, Sharma SJ, Charpentier A, Mayer M, Klasen C, Zimmermann P, Eckel H, Kopp C, Huebbers CU, Klein S, Siemanowski J, Meinel J, Klussmann JP, Quaas A, Arolt C. Histological and genetic criteria define a clinically relevant subgroup of HPV-positive oropharyngeal carcinoma. Oral Oncol 2025; 162:107209. [PMID: 39893876 DOI: 10.1016/j.oraloncology.2025.107209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Revised: 01/19/2025] [Accepted: 01/25/2025] [Indexed: 02/04/2025]
Abstract
INTRODUCTION Subgroups with a poorer prognosis exist among patients with human papillomavirus positive oropharyngeal squamous cell carcinoma (HPV-positive OPSCC). This study aims to identify histological and genetic differences within HPV-positive OPSCC and correlate these findings with patient outcomes. METHODS The study included 102 OPSCC patients, all tested positive for high-risk HPV DNA and p16INK4a expression. Based on histomorphological classification (HPV Prediction Classification, HPV PC), all cases were categorized as either classic HPV-positive OPSCC (cHPV) or non-classic HPV-positive OPSCC (non-cHPV). Next-generation sequencing (NGS) of selected genes was performed on 55 tumor samples, correlating results with morphological status and survival. RESULTS Of all cases, 49 % (n = 50/102) were categorized as non-cHPV, histomorphologically resembling HPV-negative OPSCC, and showed significantly poorer overall survival (p = 0.004) and five-year survival rate (5YS: 83.9 % vs. 58.4 %). Multivariate analyses identified HPV PC as an independent prognostic marker (p = 0.027). NGS revealed loss-of-Function (LOF) mutations in TP53 in three non-cHPV samples. Additionally, PIK3CA/PTEN mutations were found in 35.7 % (10/28) of non-cHPV cases. The cumulative burden of gene mutations was higher in the non-cHPV subgroup compared to the cHPV subgroup (n = 53, p = 0.1). CONCLUSION HPV PC distinguished two histomorphological subgroups within HPV-positive OPSCCs: cHPV with excellent prognosis and non-cHPV with poorer overall survival. Non-cHPV tumors also exhibited higher overall mutation rates, notably LOF-TP53 and PIK3CA/PTEN mutations. These morphological subtypes, along with their corresponding mutational profiles, warrant further investigation as potential biomarkers for de-escalation intervention trials.
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Affiliation(s)
- Malte Suchan
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany.
| | - Nora Wuerdemann
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
| | - Steffen Wagner
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Giessen, Giessen, Germany
| | - Christine Langer
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Giessen, Giessen, Germany
| | - Christoph Arens
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Giessen, Giessen, Germany
| | - Jannik Johannsen
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
| | - Johanna Prinz
- Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
| | - Shachi Jenny Sharma
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
| | - Arthur Charpentier
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
| | - Marcel Mayer
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
| | - Charlotte Klasen
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
| | - Philipp Zimmermann
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
| | - Hans Eckel
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
| | - Christopher Kopp
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany
| | - Christian U Huebbers
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Molecular Head and Neck Oncology, Translational Research in Infectious Diseases and Oncology (TRIO) Research Building, University of Cologne, Cologne, Germany
| | - Sebastian Klein
- Department of Hematology and Stem Cell Transplantation, University Duisburg-Essen, University Hospital Essen, Essen, Germany
| | - Janna Siemanowski
- Institute of Pathology, University of Cologne, Medical Faculty, Cologne, Germany
| | - Jörn Meinel
- Institute of Pathology, University of Cologne, Medical Faculty, Cologne, Germany
| | - Jens Peter Klussmann
- Department of Otorhinolaryngology, Head and Neck Surgery, Medical Faculty, University of Cologne, Cologne, Germany; Center for Molecular Medicine Cologne (CMMC), Medical Faculty, University of Cologne, Cologne, Germany; Department I of Internal Medicine, Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf, Cologne, Germany
| | - Alexander Quaas
- Institute of Pathology, University of Cologne, Medical Faculty, Cologne, Germany
| | - Christoph Arolt
- Institute of Pathology, University of Cologne, Medical Faculty, Cologne, Germany
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9
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Joseph N, Alagiyawanna L, Ruwanpura T, Gunasekera S, Ruvinda L, Madushan S, Choudhury A. Whole-body integral dose and post-radiotherapy lymphocytopaenia in solid tumours. BMJ ONCOLOGY 2025; 4:e000522. [PMID: 40046832 PMCID: PMC11880780 DOI: 10.1136/bmjonc-2024-000522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 01/14/2025] [Indexed: 03/27/2025]
Abstract
Objective Since modern radiotherapy techniques such as intensity-modulated radiotherapy (IMRT) pivot on a strategy of dose redistribution, it may increase integral dose and consequently worsening of lymphocytopaenia. In this study, our objective was twofold: first to validate the correlation between integral body dose and post-treatment lymphocytopaenia in a cohort of patients treated with curative-intent radiotherapy and second to validate its prognostic impact. Methods and analysis Patients treated with curative intent radiotherapy with complete blood counts were included in the study. Data on the following variables were collected: treatment site, prescribed dose, use of concurrent chemotherapy, mean body dose, mean body volume, treatment technique and disease-free survival. Results A total of 116 patients were included for analysis. There was a significant decline in lymphocyte counts after radiotherapy (2.2×109/L vs 0.8×109/L; p<0.001). Multivariate linear regression analysis of post-treatment lymphocytopaenia revealed a significant correlation with pretreatment lymphocyte counts, integral body dose, use of IMRT and use of concurrent radiosensitising chemotherapy. Univariate survival analysis was performed in 37 patients with squamous cell carcinoma of the head and neck. In the Cox proportional hazards model, post-treatment lymphocyte count was statistically significant as a continuous variable (Hazard Ratio=0.998, p=0.01) and as a dichotomous variable. Conclusion The negative correlation between integral body dose and post-treatment lymphocytopaenia was validated, and post-treatment lymphocytopaenia is an adverse prognostic factor in patients with head and neck cancer treated with curative-intent radiotherapy.
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Affiliation(s)
- Nuradh Joseph
- Clinical Oncology, District General Hospital, Matara, Sri Lanka
| | - Lanka Alagiyawanna
- Sri Lanka Cancer Research Group, Maharagama, Sri Lanka
- University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Thilina Ruwanpura
- Clinical Oncology, Royal Stoke University Hospital, Stoke-on-Trent, UK
| | - Sanjeeva Gunasekera
- Sri Lanka Cancer Research Group, Maharagama, Sri Lanka
- Clinical Oncology, Apeksha Hospital, Maharagama, Sri Lanka
| | | | | | - Ananya Choudhury
- Clinical Oncology, The Christie NHS Foundation Trust, Manchester, UK
- Division of Cancer Sciences, The University of Manchester, Manchester, UK
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10
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Sunkara PR, Chow E, Waitzman J, Sukari A, Cramer JD. The Prognostication of Surgically Resected Head and Neck Squamous Cell Carcinoma Using Pre-Therapy Neutrophil and Lymphocyte Counts. Head Neck 2025; 47:687-694. [PMID: 39415507 DOI: 10.1002/hed.27949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Revised: 08/28/2024] [Accepted: 09/18/2024] [Indexed: 10/18/2024] Open
Abstract
BACKGROUND Hematological markers, such as neutrophils (ANC), lymphocyte (ALC), and neutrophil-lymphocyte ratio (NLR), may serve as indicators of systemic inflammation and immune response in head and neck squamous cell carcinoma (HNSCC). However, their prognostic significance across HNSCC subtypes remains to be fully elucidated. METHODS We conducted a secondary analysis of a randomized clinical trial involving patients with surgically resected HNSCC with either positive margins or extranodal extension. These patients received either adjuvant chemoradiation with or without lapatinib. We explored the correlation between pre-therapy ANC, ALC, and NLR levels and overall survival (OS) as well as disease-free survival (DFS). A sub-group analysis examined potential links between these markers, primary tumor location, and HPV status. RESULTS Of the 688 patients in the trial, we included 681 patients with documented pre-therapy ANC and ALC values. High pre-therapy ANC and ALC were significantly associated with reduced OS (HR, 1.56; 95% CI: 1.19-2.05) and (HR, 1.34; 95% CI: 1.01-1.79), respectively. High NLR did not significantly affect OS (HR, 1.09; 95% CI: 0.81-1.47). Subgroup analysis indicated significantly reduced OS in patients with high ANC across oropharyngeal, non-oropharyngeal, and HPV-negative subtypes. High ANC, ALC, and NLR did not impact DFS notably. CONCLUSION Elevated pre-therapy ANC is strongly associated with decreased survival across all patients and subgroups, ALC was only significant in the general patient analysis. NLR's association with reduced OS was not statistically significant. These biomarkers may provide greater prognostic value in patients with oropharyngeal cancer and seemed to be more strongly associated with OS than DFS. TRIAL REGISTRATION Clinicaltrials.gov identifier: NCT00424255; URL: https://clinicaltrials.gov/ct2/show/study/NCT00424255.
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Affiliation(s)
- Pranit R Sunkara
- Department of Otolaryngology - Head and Neck Surgery, Wayne State University, Detroit, Michigan, USA
| | - Emily Chow
- Department of Otolaryngology - Head and Neck Surgery, Wayne State University, Detroit, Michigan, USA
| | - Jacob Waitzman
- Department of Otolaryngology - Head and Neck Surgery, Wayne State University, Detroit, Michigan, USA
| | - Ammar Sukari
- Department of Oncology, Karmanos Cancer Institute, Wayne State University, Detroit, Michigan, USA
| | - John D Cramer
- Department of Otolaryngology - Head and Neck Surgery, Wayne State University, Detroit, Michigan, USA
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11
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An Z, Zhang X, Wang Z, Wusiman D, Zhao X, Li L, Guo L, Wei M, Li W, An C. The characterization of tumor immune microenvironment after neoadjuvant immunotherapy in head and neck squamous cell cancer using multiplex immunohistochemistry. Oral Oncol 2025; 161:107151. [PMID: 39746266 DOI: 10.1016/j.oraloncology.2024.107151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 11/01/2024] [Accepted: 12/17/2024] [Indexed: 01/04/2025]
Abstract
OBJECTIVE Optimizing clinical decision-making in head and neck squamous cell carcinoma (HNSCC) is challenging due to the ambiguous understanding of the immune cell dynamics and immune checkpoints regulation in the disease after the administration of neoadjuvant immunotherapy (NIT). METHODS HNSCC biopsy samples collected before and after the neoadjuvant treatment are classified into the pathologic response (PR) and the non-pathologic response (NPR) groups according to treatment responses and the expression of immune cells and checkpoints was labeled using multiplex immunohistochemistry (m-IHC). RESULTS The populations of CD4+ T cells, CD8+ T cells, regulatory T cells (Treg), PD-1, and PD-L1 were particularly higher in the PR group than the NPR group in pre-treatment tissues, with the p-values of log-transformed positive cell density <0.05. Almost all markers showed a lower expression in the PR patients after treatment, resulting lower post/pre-treatment ratios of positive cell densities in the PR patients relative to the NPR patients. Following treatment, TIM3+ T cells and LAG3+ T cells exhibited significantly diminished levels in the PR cohort relative to the NPR cohort, with post/pre-treatment expression ratios showing significant differences (P < 0.05). Tumor infiltration lymphocyte analysis revealed that the PR group exhibited a considerably higher average density of CD8+ T cells infiltrating in the tumor marginal zone. CONCLUSION The presence of T cells demonstrated significant predictive capability for responses to neoadjuvant immunotherapy in HNSCC patients. Furthermore, TIM3+ T cells and LAG3+ T cells were found to be remarkably lower in the partial response (PR) cohort than in the non-partial response (NPR) cohort post-treatment. This research contributes critical understanding of the physiological changes occurring in immune cell responses.
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Affiliation(s)
- Zhaohong An
- Department of Head and Neck Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Xiwei Zhang
- Department of Head and Neck Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Zhaoyang Wang
- Department of Head and Neck Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Dilinaer Wusiman
- Purdue Institute for Cancer Research, Purdue University, West Lafayette, IN 47906, USA
| | - Xiaohui Zhao
- Department of Head and Neck Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Lin Li
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Lei Guo
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Minghui Wei
- Department of Head & Neck Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen Center, Shenzhen 518000, Guangdong, China
| | - Wenbin Li
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Changming An
- Department of Head and Neck Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China.
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12
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Garb BF, Mohebbi E, Lawas M, Xia S, Maag G, Ahn PH, D’Silva NJ, Rozek LS, Sartor MA. Risk Stratification in HPV-Associated Oropharyngeal Cancer: Limitations of Current Approaches and the Search for Better Solutions. Cancers (Basel) 2025; 17:357. [PMID: 39941727 PMCID: PMC11816258 DOI: 10.3390/cancers17030357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 01/06/2025] [Accepted: 01/10/2025] [Indexed: 02/16/2025] Open
Abstract
The rising incidence of human papillomavirus (HPV)-associated oropharyngeal squamous cell carcinoma (OPSCC) necessitates advancements in risk stratification to optimize treatment outcomes and improve the quality of life for patients. Despite its favorable prognosis compared to HPV-negative OPSCC, current clinical staging and biomarkers, such as p16 status, are limited in their ability to distinguish between high- and low-risk patients within HPV-associated OPSCC. This limitation results in the overtreatment of low-risk patients, exposing them to unnecessary toxicity, and the undertreatment of high-risk patients who require more aggressive interventions. This review critically evaluates current stratification methods, including clinical assessments, de-escalation trials, and candidate molecular biomarkers for risk stratification. Emerging approaches such as immune markers, viral genomic integration patterns, and other molecular markers offer promising avenues for enhanced prognostic accuracy. By integrating advanced risk stratification methods, tailored treatment approaches may one day be developed to balance oncologic efficacy with reduced treatment-related morbidity. This review underscores the need for continued research into predictive biomarkers and adaptive treatment strategies to better address the diverse risk profiles of HPV-associated OPSCC patients.
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Affiliation(s)
- Bailey Fabiny Garb
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; (B.F.G.)
| | - Elham Mohebbi
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA (L.S.R.)
| | - Maria Lawas
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; (B.F.G.)
| | - Shaomiao Xia
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; (B.F.G.)
| | - Garett Maag
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; (B.F.G.)
| | - Peter H. Ahn
- Department of Radiation Oncology, MedStar Georgetown University Hospital, Washington, DC 20007, USA
| | - Nisha J. D’Silva
- Department of Periodontics and Oral Medicine, University of Michigan, Ann Arbor, MI 48019, USA;
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Laura S. Rozek
- Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC 20057, USA (L.S.R.)
| | - Maureen A. Sartor
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; (B.F.G.)
- Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
- Biostatistics Department, University of Michigan, Ann Arbor, MI 48109, USA
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13
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Pirhoushiaran M, Heidarzadehpilehrood R, Mokhtarinejad M, Hesami S, Rezaei N, Farahani AS. Upregulated PCAT-1 predicts poor prognosis and reduced immune cell infiltration in head and neck squamous cell carcinoma through the miR-145-5p / FSCN-1 axis. Mol Biol Rep 2025; 52:121. [PMID: 39806246 DOI: 10.1007/s11033-024-10208-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 12/29/2024] [Indexed: 01/16/2025]
Abstract
BACKGROUND LncRNA PCAT-1 is known to promote cancer proliferation, invasion, and metastasis. However, its significance in HNSCC is not fully understood. This research investigates how the PCAT-1 / miR-145-5p / FSCN-1 axis promote HNSCC. METHODS AND RESULTS We analyzed the gene expression patterns on 238 fresh-frozen samples, comparing tumors with their normal adjacent tissues (NATs). HNSCC samples showed higher PCAT-1 and FSCN-1 expression compared to NATs (p < 0.001 and p < 0.001, respectively). In contrast, miR-145-5p expression was markedly downregulated compared to NATs (p < 0.001). Notably, ROC curve analysis revealed exceptional diagnostic power, with an AUC of 0.83 for PCAT-1, 0.95 for miR-145-5p, and 0.91 for FSCN-1. Pearson correlation analysis unveiled a significant positive correlation between PCAT-1 and FSCN-1 expression levels (r = 0.084, p < 0.001) and negative correlations between FSCN-1 and miR-145-5p (r = -0.710, p < 0.001) as well as between PCAT-1 and miR-145-5p (r = -0.759, p < 0.001). Distinct molecular profiles were observed in the levels of PCAT-1, miR-145-5p, and FSCN-1 between HPV (-) and HPV ( +) 16 and 18 genotypes (p = 0.007, p = 0.027, and p = 0.002). MiR-145-5p expression showed significant differences between HPV (-) and HPV ( +) other genotypes (p = 0.035). FSCN-1 expression showed notable distinctions between HPV ( +) 18 & 16 and HPV ( +) other genotypes (p = 0.031). CONCLUSIONS Elevated levels of lncRNA PCAT-1 promote HNSCC through the miR-145-5p/FSCN-1 axis and are associated with poor prognosis and reduced immune cell infiltration levels.
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Affiliation(s)
- Maryam Pirhoushiaran
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, 1417613151, Iran
| | - Roozbeh Heidarzadehpilehrood
- Department of Obstetrics & Gynaecology, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia
| | - Mahnoosh Mokhtarinejad
- Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Tehran, 1417613151, Iran
| | - Sara Hesami
- Medical Genetic Ward, Faculty of Medicine, Imam Khomeini Hospital Complex, IKHC, Tehran University of Medical Sciences, Tehran, Iran
| | - Nima Rezaei
- Research Center for Immunodeficiencies, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran
- Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
- Cancer Immunology Project (CIP), Universal Scientific Education and Research Network (USERN), Stockholm, Sweden
| | - Abbas Shakoori Farahani
- Medical Genetic Ward, Faculty of Medicine, Imam Khomeini Hospital Complex, IKHC, Tehran University of Medical Sciences, Tehran, Iran.
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14
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Jenkins BH, Tracy I, Rodrigues MFSD, Smith MJL, Martinez BR, Edmond M, Mahadevan S, Rao A, Zong H, Liu K, Aggarwal A, Li L, Diehl L, King EV, Bates JG, Hanley CJ, Thomas GJ. Single cell and spatial analysis of immune-hot and immune-cold tumours identifies fibroblast subtypes associated with distinct immunological niches and positive immunotherapy response. Mol Cancer 2025; 24:3. [PMID: 39757146 DOI: 10.1186/s12943-024-02191-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 11/30/2024] [Indexed: 01/07/2025] Open
Abstract
Cancer-associated Fibroblasts (CAFs) have emerged as critical regulators of anti-tumour immunity, with both beneficial and detrimental properties that remain poorly characterised. To investigate this, we performed single-cell and spatial transcriptomic analysis, comparing head & neck squamous cell carcinoma (HNSCC) subgroups, which although heterogenous, can be considered broadly immune-hot and immune-cold (human papillomavirus [HPV]+ve and HPV-ve tumours respectively). This identified six fibroblast subpopulations, including two with immunomodulatory gene expression profiles (IL-11 + inflammatory [i]CAF and CCL19 + fibroblastic reticular cell [FRC]-like). IL-11 + iCAF were spatially associated with inflammatory monocytes and regulated in vitro through synergistic activation of canonical NF-κB signalling by IL-1β and TNF-α. FRC-like were enriched in immune-hot HPV+ve tumours, associated with CD4 + T-cells and B-cells in tertiary lymphoid structures and regulated through non-canonical NF-κB signalling via lymphotoxin. Pan-cancer analysis revealed several 'iCAF' subgroups present in both normal and cancer tissues; IL11 + iCAF were found in cancers from the gastrointestinal (GI) tract and transcriptomically distinct from iCAFs previously described in pancreatic and breast cancers with greater inflammatory properties; FRC-like fibroblasts were present at low frequencies in all tumour types, and were associated with significantly better survival in patients receiving checkpoint immunotherapy. This work clarifies and expands current literature on immunomodulatory CAFs, highlighting links with important immunological niches.
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Affiliation(s)
- Benjamin H Jenkins
- School of Cancer Sciences, University of Southampton, Southampton, UK
- NIHR Experimental Cancer Medicine Centre, University of Southampton, Southampton, UK
| | - Ian Tracy
- School of Cancer Sciences, University of Southampton, Southampton, UK
- NIHR Experimental Cancer Medicine Centre, University of Southampton, Southampton, UK
| | - Maria Fernanda S D Rodrigues
- School of Cancer Sciences, University of Southampton, Southampton, UK
- NIHR Experimental Cancer Medicine Centre, University of Southampton, Southampton, UK
- Postgraduate Program in Medicine-Biophotonics, Nove de Julho University, São Paulo, Brazil
| | - Melanie J L Smith
- School of Cancer Sciences, University of Southampton, Southampton, UK
- NIHR Experimental Cancer Medicine Centre, University of Southampton, Southampton, UK
| | - Begoña R Martinez
- School of Cancer Sciences, University of Southampton, Southampton, UK
- NIHR Experimental Cancer Medicine Centre, University of Southampton, Southampton, UK
| | - Mark Edmond
- School of Cancer Sciences, University of Southampton, Southampton, UK
- Dorset Cancer Centre, Poole Hospital NHS Foundation Trust, Poole, UK
| | | | - Anjali Rao
- Gilead Sciences Inc., Foster City, CA, US
| | | | - Kai Liu
- Gilead Sciences Inc., Foster City, CA, US
| | | | - Li Li
- Gilead Sciences Inc., Foster City, CA, US
| | | | - Emma V King
- School of Cancer Sciences, University of Southampton, Southampton, UK
- Dorset Cancer Centre, Poole Hospital NHS Foundation Trust, Poole, UK
| | | | - Christopher J Hanley
- School of Cancer Sciences, University of Southampton, Southampton, UK
- NIHR Experimental Cancer Medicine Centre, University of Southampton, Southampton, UK
| | - Gareth J Thomas
- School of Cancer Sciences, University of Southampton, Southampton, UK.
- NIHR Experimental Cancer Medicine Centre, University of Southampton, Southampton, UK.
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15
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Yang D, Chen H, Zhou Z, Guo J. ANXA5 predicts prognosis and immune response and mediates proliferation and migration in head and neck squamous cell carcinoma. Gene 2024; 931:148867. [PMID: 39168258 DOI: 10.1016/j.gene.2024.148867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 08/03/2024] [Accepted: 08/14/2024] [Indexed: 08/23/2024]
Abstract
BACKGROUND Head and neck squamous cell carcinoma (HNSCC) is a common malignancy that often develops unnoticed. Typically, these tumors are identified at advanced stages, resulting in a relatively low chance of successful treatment. Anoikis serves as a natural defense against the spread of tumor cells, meaning circumventing anoikis can effectively inhibit tumor metastasis. Nonetheless, studies focusing on anoikis in the context of HNSCC remain scarce. METHODS Anoikis-related genes (ARGs) were identified by using the GeneCards and Harmonizome databases. Expression data of these genes and relevant clinical features were downloaded from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. A LASSO regression and a prognostic risk score model were developed to determine their prognostic significance. The analysis included the use of the CIBERSORT algorithm to quantify immune and stromal cell presence. Furthermore, in vitro and in vivo, we confirmed the expression and functional roles of proteins and mRNA of genes independently predictive of prognosis. RESULTS The study identified eight genes linked to prognosis (ANXA5, BAK1, CDKN2A, PPARG, CCR7, MAPK11, CRYAB, CRYBA1) and developed a prognostic model that effectively forecasts the survival outcomes for patients with HNSCC. A higher survival likelihood is associated with lower risk scores. In addition, a significant relationship was found between immune and risk score, and ANXA5 deletion promoted the killing of HNSCC cells by activated CD8+ T cells. During the screening process, 65 different chemotherapeutic drugs were found to have significant differences in IC50 values when comparing high- and low-risk categories. ANXA5 emerged as a gene with independent prognostic significance, exhibiting notably elevated protein and mRNA levels in HNSCC tissue compared to non-tumorous tissue. The suppression of ANXA5 gene activity resulted in a substantial decrease in both the growth and mobility of HNSCC cells. Animal model experiments demonstrated that inhibiting ANXA5 suppressed HNSCC growth and migration in vivo. CONCLUSION Through bioinformatics, a prognostic risk model of high precision was developed, offering valuable insights into the survival rates and immune responses in patients with HNSCC. ANXA5 is highlighted as a significant prognostic factor among the identified genes, indicating its promise as a potential therapeutic target for those with HNSCC.
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Affiliation(s)
- Donghui Yang
- Department of Otorhinolaryngology, Gaozhou People's Hospital, Gaozhou, China.
| | - Huikuan Chen
- Department of Otorhinolaryngology, Affiliated Hospital of Guangdong Medical University, Zhanjiang, China
| | - Zheng Zhou
- Department of Otolaryngology Head and Neck Surgery, Hunan Children's Hospital, Changsha, China
| | - Jinfei Guo
- Department of Otorhinolaryngology, Gaozhou People's Hospital, Gaozhou, China
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16
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Dretzke J, Abou-Foul AK, Albon E, Hillier B, Scandrett K, Price MJ, Moore DJ, Mehanna H, Nankivell P. Systematic review of prognostic models for predicting recurrence and survival in patients with treated oropharyngeal cancer. BMJ Open 2024; 14:e090393. [PMID: 39638589 PMCID: PMC11624838 DOI: 10.1136/bmjopen-2024-090393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Accepted: 10/11/2024] [Indexed: 12/07/2024] Open
Abstract
OBJECTIVES This systematic review aims to evaluate externally validated models for individualised prediction of recurrence or survival in adults treated with curative intent for oropharyngeal cancer. DESIGN Systematic review. SETTING Hospital care. METHODS Systematic searches were conducted up to September 2023 and records were screened independently by at least two reviewers. The Prediction model Risk Of Bias ASsessment Tool was used to assess risk of bias (RoB). Model discrimination measures (c-indices) were presented in forest plots. Clinical and methodological heterogeneity precluded meta-analysis. RESULTS Fifteen studies developing and/or evaluating 25 individualised risk prediction models were included. The majority (77%) of c-indices for model developments and validations were ≥0.7 indicating 'good' discriminatory ability for models predicting overall survival. For disease-specific measures, most (73%) c-indices for model development were also ≥0.7, but fewer (40%) were ≥0.7 for external validations. Comparisons across models and outcome measures were hampered by heterogeneity. Only two studies directly compared models in the same cohort. Since all models were subject to a high RoB, primarily due to concerns with the analysis, the trustworthiness of the findings remains uncertain. Concerns included a lack of accounting for potentially missing data, model overfitting or competing risks as well as small event numbers. There were fewer concerns related to the participant, predictor and outcome domains, although reporting was not always detailed enough to make an informed decision. Where human papilloma virus (HPV) status and/or a radiomics score were included as a variable, models had better discriminative ability. CONCLUSIONS There were no models assessed as being at low RoB. Given that HPV status or a radiomics score appeared to improve model discriminative performance, further external validation of existing models to assess generalisability should focus on models that include HPV status as a variable. Development and validation of future models should be considered in HPV+ or HPV- cohorts separately to ensure representativeness. PROSPERO REGISTRATION NUMBER CRD42021248762.
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Affiliation(s)
- Janine Dretzke
- Department of Applied Health Sciences, College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Ahmad K Abou-Foul
- Institute for Head and Neck Studies and Education, Department of Cancer and Genomic Sciences, College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Esther Albon
- Department of Applied Health Sciences, College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Bethany Hillier
- Department of Applied Health Sciences, College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Katie Scandrett
- Department of Applied Health Sciences, College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Malcolm J Price
- Department of Applied Health Sciences, College of Medicine and Health, University of Birmingham, Birmingham, UK
- Department of Public Health, Canadian University Dubai, Dubai, UAE
| | - David J Moore
- Department of Applied Health Sciences, College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Hisham Mehanna
- Institute for Head and Neck Studies and Education, Department of Cancer and Genomic Sciences, College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Paul Nankivell
- Institute for Head and Neck Studies and Education, Department of Cancer and Genomic Sciences, College of Medicine and Health, University of Birmingham, Birmingham, UK
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17
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von Witzleben A, Grages A, Thomas J, Ezić J, Brunner C, Schuler PJ, Kraus JM, Kestler HA, Vahl JM, Doescher J, King EV, Ottensmeier CH, Hoffmann TK, Laban S. Immune checkpoint expression on tumor-infiltrating lymphocytes (TIL) is dependent on HPV status in oropharyngeal carcinoma (OPSCC) - A single-cell RNA sequencing analysis. Oral Oncol 2024; 159:107107. [PMID: 39549431 DOI: 10.1016/j.oraloncology.2024.107107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 11/02/2024] [Accepted: 11/06/2024] [Indexed: 11/18/2024]
Abstract
INTRODUCTION A substantial proportion of head and neck squamous cell carcinoma (HNSCC), particularly oropharyngeal squamous cell carcinoma (OPSCC), is associated with human papillomavirus (HPV), resulting in distinct molecular phenotypes. In this study, we investigated differential immune checkpoint molecule (ICM) expression by HPV status using RNA sequencing data to identify additional ICM targets that may complement anti-PD1 antibodies. MATERIAL AND METHODS RNA sequencing was performed on 51 OPSCC cases and validated using the TCGA HNSCC dataset. Unsupervised clustering and differential gene expression analyses in R were conducted based on HPV status. Additionally, a published single-cell RNA sequencing (scRNA) dataset of tumor-infiltrating lymphocytes (TIL) and peripheral immune cells (PBMC) (GSE139324) was analyzed with a Seurat pipeline grouped by HPV status. RESULTS Our study identified a significant upregulation of all examined ICM in HPV-positive OPSCC through bulk RNA sequencing, validated by the TCGA cohort. Unsupervised clustering revealed a strong association between HPV-positive/-negative and high/low ICM expression cases respectively, indicating overlap between ICM and HPV status. In scRNA analysis, CD27, PD-1, OX-40, and BTLA were significantly more highly expressed on TILs of HPV-positive OPSCC. Conversely, VSIR was increased in PBMC and TILs of HPV-negative OPSCC, while LAG3 expression on PBMC was reduced in HPV-negative OPSCC. CONCLUSION Our study unveils the intricate interplay of ICMs in OPSCC, emphasizing the necessity for personalized therapeutic approaches based on HPV status and immune profiles. The identified ICMs, including PD1, CD27, and CTLA4, are promising candidates for further investigation and may enhance immunotherapeutic interventions in the HPV-dependent treatment strategies for OPSCC.
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Affiliation(s)
- Adrian von Witzleben
- Department of Otorhinolaryngology and Head & Neck Surgery, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, University Medical Center Ulm, Germany.
| | - Ayla Grages
- Department of Otorhinolaryngology and Head & Neck Surgery, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, University Medical Center Ulm, Germany
| | - Jaya Thomas
- Cancer Sciences Unit, Faculty of Medicine, University of Southampton, UK
| | - Jasmin Ezić
- Department of Otorhinolaryngology and Head & Neck Surgery, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, University Medical Center Ulm, Germany
| | - Cornelia Brunner
- Department of Otorhinolaryngology and Head & Neck Surgery, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, University Medical Center Ulm, Germany; Core Facility Immune Monitoring, Medical Faculty of Ulm University, Germany
| | - Patrick J Schuler
- Department of Otorhinolaryngology and Head & Neck Surgery, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, University Medical Center Ulm, Germany
| | - Johann M Kraus
- Institute for Medical Systems Biology, University of Ulm, Germany
| | - Hans A Kestler
- Institute for Medical Systems Biology, University of Ulm, Germany
| | - Julius M Vahl
- Department of Otorhinolaryngology and Head & Neck Surgery, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, University Medical Center Ulm, Germany
| | - Johannes Doescher
- Department of Otorhinolaryngology and Head & Neck Surgery, University of Augsburg, Germany
| | - Emma V King
- Cancer Sciences Unit, Faculty of Medicine, University of Southampton, UK; Department of Otorhinolaryngology, Head & Neck Surgery, Poole Hospital, Poole, UK
| | - Christian H Ottensmeier
- Institute of Translational Medicine, Department of Molecular & Clinical Cancer Medicine, University of Liverpool, UK
| | - Thomas K Hoffmann
- Department of Otorhinolaryngology and Head & Neck Surgery, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, University Medical Center Ulm, Germany
| | - Simon Laban
- Department of Otorhinolaryngology and Head & Neck Surgery, Head and Neck Cancer Center of the Comprehensive Cancer Center Ulm, University Medical Center Ulm, Germany
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18
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Paric A, Tomic K, Alidzanovic L, Fojnica A, Vranic S. HPV-Related Cancers in Bosnia and Herzegovina: A Comprehensive Review. Acta Med Acad 2024; 53:237-273. [PMID: 39655353 PMCID: PMC11831570 DOI: 10.5644/ama2006-124.458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2024] [Accepted: 10/17/2024] [Indexed: 12/19/2024] Open
Abstract
This review assesses the burden of human papillomavirus (HPV)-related cancers in Bosnia and Herzegovina (BH), aiming to inform strategies for prevention and early detection. Despite the availability of highly effective HPV vaccines and screening programs, HPV-related cancers remain a significant public health burden worldwide. We conducted a comprehensive search of PubMed and GLOBOCAN to identify all available data on HPV prevalence/genotype and HPV-related malignancies in BH, including information on HPV vaccination and cervical cancer screening. A comprehensive literature search revealed limited data on HPV prevalence and HPV-related cancers, as well as the absence of a national HPV vaccination or cervical cancer screening program in BH. In the largest study with available data from BH, HPV prevalence was 43% among women undergoing routine gynecologic exams. HPV-16 was identified as the most common cause of cervical cancer. The HPV prevalence was 50% in head and neck cancer, with HPV-18 being the most prevalent subtype. HPV was detected in 80% of patients with colorectal cancer, and HPV-16 was the most common subtype. Conclusions. HPV-related cancers, particularly cervical cancer, represent a significant public health problem in BH. Implementation of a national HPV vaccination program, along with organized cervical cancer screening is essential to reduce HPV-related morbidity and mortality. Addressing systemic challenges, such as establishing a comprehensive cancer registry, is essential for effective HPV prevention and control. Raising public awareness about HPV infection, its consequences, and the importance of prevention is essential for vaccine acceptance and promoting healthy behaviors. By investing in HPV prevention, BH can significantly improve the health and well-being of its population, particularly women.
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Affiliation(s)
- Ana Paric
- Department of Oncology, University Hospital Center Mostar, Mostar, Bosnia and Herzegovina
| | - Kresimir Tomic
- Department of Oncology, University Hospital Center Mostar, Mostar, Bosnia and Herzegovina
| | - Lejla Alidzanovic
- Department of Oncology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
| | - Adnan Fojnica
- Institute of Virology, TUM School of Medicine, Technical University of Munich, Munich, Germany
| | - Semir Vranic
- College of Medicine, QU Health, Qatar University, Doha, Qatar. ;
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19
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Kim DH, Kang M, Park G, Mostafavi M, Lim Y, Ock CY, Koh J, Jeon YK, Jung KC, Ahn SH, Chung EJ, Kwon SK, Keam B. Changes in the tumor microenvironment in recurrent head and neck squamous cell carcinoma and its implication on efficacy of immune checkpoint inhibitors. Discov Oncol 2024; 15:686. [PMID: 39567471 PMCID: PMC11579274 DOI: 10.1007/s12672-024-01504-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 11/01/2024] [Indexed: 11/22/2024] Open
Abstract
Little is known about changes in the abundance of tumor-infiltrating lymphocytes (TILs) and immune phenotype (IP) in recurrent and/or metastatic (R/M) head and neck squamous cell carcinoma (HNSCC). We aimed to compare the TILs and IP between initial and recurrent HNSCCs using paired analysis. Thirty-seven patients who experienced recurrence after surgical resection and received treatment with immune checkpoint inhibitors (ICIs) between June 2014 and June 2023 were included. Changes in intratumoral TIL (iTILs), stromal TIL (sTILs), and IPs were subjected to paired analysis between the initial and recurrent tumors. We investigated their relationship with the outcomes of ICIs. The density of iTIL and sTIL in the recurrent tumors was significantly lower compared to initial tumors. IP was significantly different; the proportion of desert IP was higher in recurrent tumors (83.8% vs. 35.1%, P < 0.001). Increased sTIL was a favorable indicator for overall response to ICIs and progression-free survival. Our findings suggest TILs decrease during recurrence compared with the initial tumor, resulting in a transition toward desert IP. Therefore, careful evaluation of TIL density in both initial and recurrent tumors is recommended when using ICIs in patients with R/M HNSCC.
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Affiliation(s)
- Dong Hyun Kim
- Department of Internal Medicine, Seoul National University Hospital, 101, Daehak-Ro, Jongro-Gu, Seoul, 03080, Republic of Korea
- Department of Translational Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | | | | | | | | | | | - Jiwon Koh
- Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yoon Kyung Jeon
- Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Kyeong Cheon Jung
- Department of Pathology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Soon-Hyun Ahn
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Eun-Jae Chung
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Seong-Keun Kwon
- Department of Otorhinolaryngology-Head and Neck Surgery, Seoul National University Hospital, Seoul, Republic of Korea
| | - Bhumsuk Keam
- Department of Internal Medicine, Seoul National University Hospital, 101, Daehak-Ro, Jongro-Gu, Seoul, 03080, Republic of Korea.
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea.
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20
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Sannigrahi MK, Raghav L, Rich DJ, Schrank TP, Califano JA, Lukens JN, Sun L, Morgan IM, Cohen RB, Lin A, Liu X, Brown EJ, You J, Mirabello L, Mishra SK, Shimunov D, Brody RM, Pearson AT, Gimotty PA, Diab A, Jalaly JB, Basu D. Association of oropharyngeal cancer recurrence with tumor-intrinsic and immune-mediated sequelae of reduced genomic instability. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.31.621311. [PMID: 39574723 PMCID: PMC11580908 DOI: 10.1101/2024.10.31.621311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2024]
Abstract
Background Limited understanding of the biology predisposing certain human papillomavirus-related (HPV+) oropharyngeal squamous cell carcinomas (OPSCCs) to relapse impedes therapeutic personalization. We aimed to identify molecular traits that distinguish recurrence-prone tumors. Methods 50 HPV+ OPSCCs that later recurred (cases) and 50 non-recurrent controls matched for stage, therapy, and smoking history were RNA-sequenced. Groups were compared by gene set enrichment analysis, and select differences were validated by immunohistochemistry. Features discriminating groups were scored in each tumor using gene set variation analysis, and scores were evaluated for recurrence prediction ability. Results Cases downregulated pathways linked to anti-tumor immunity (FDR-adjusted p<.05) and contained fewer tumor-infiltrating lymphocytes (p<.001), including cytotoxic T-cells (p=.005). Cases also upregulated pathways related to cell division and other aspects of tumor progression. Upregulated and downregulated pathways were respectively used to define a tumor progression score (TPS) and immune suppression score (ISS) for each tumor. Correlation between TPS and ISS (r=.603, p<.001) was potentially explained by observed upregulation of DNA repair pathways in cases, which might enhance their progression directly and by limiting cytosolic DNA-induced inflammation. Accordingly, cases contained fewer double-strand breaks based on staining for phospho-RPA32 (p=.006) and γ-H2AX (p=.005) and downregulated pro-inflammatory components of the cytoplasmic DNA sensing pathway. A combined score derived from TPS and ISS optimized recurrence prediction and stratified survival in a manner generalizable to three external cohorts. Conclusions We provide novel evidence that limiting genomic instability makes tumor-intrinsic and immune-mediated contributions to HPV+ OPSCC recurrence risk, opening opportunities to detect and target this treatment-resistant biology.
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Affiliation(s)
- Malay K. Sannigrahi
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA
| | - Lovely Raghav
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA
| | - Dominick J. Rich
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA
| | - Travis P. Schrank
- Department of Otorhinolaryngology-Head and Neck Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Joseph A. Califano
- Department of Otolaryngology-Head and Neck Surgery, U. California San Diego, San Diego, CA
| | - John N. Lukens
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA
| | - Lova Sun
- Division of Hematology Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Iain M. Morgan
- Philips Institute for Oral Health Research and Massey Comprehensive Cancer Center, Virginia Commonwealth University, Richmond, VA
| | - Roger B. Cohen
- Division of Hematology Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Alexander Lin
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA
| | - Xinyi Liu
- Department of Pharmacology, University of Illinois at Chicago, Chicago, IL
| | - Eric J. Brown
- Department of Cancer Biology, University of Pennsylvania, Philadelphia, PA
| | - Jianxin You
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA
- Department of Microbiology, University of Pennsylvania, Philadelphia, PA
| | - Lisa Mirabello
- Division of Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD
| | - Sambit K. Mishra
- Division of Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD
| | - David Shimunov
- Department of Otolaryngology-Head and Neck Surgery, Stony Brook, NY
| | - Robert M Brody
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA
| | | | - Phyllis A. Gimotty
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA
| | - Ahmed Diab
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA
- Department of Cancer Biology, University of Pennsylvania, Philadelphia, PA
| | - Jalal B. Jalaly
- Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA
| | - Devraj Basu
- Department of Otorhinolaryngology-Head and Neck Surgery, University of Pennsylvania, Philadelphia, PA
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21
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Torri M, Sandell A, Al-Samadi A. The prognostic value of tumor-infiltrating lymphocytes in head and neck squamous cell carcinoma: A systematic review and meta-analysis. Biomed Pharmacother 2024; 180:117544. [PMID: 39418961 DOI: 10.1016/j.biopha.2024.117544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Revised: 10/07/2024] [Accepted: 10/08/2024] [Indexed: 10/19/2024] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) is experiencing a rising incidence and mortality worldwide, emphasizing the need for reliable prognostic markers. Tumor-infiltrating lymphocytes (TILs) have emerged as a promising biomarker for predicting HNSCC prognosis, yet no systematic reviews have exclusively focused on hematoxylin and eosin (H&E)-stained formalin-fixed paraffin-embedded (FFPE) samples, which are routinely used in clinical practice. This systematic review and meta-analysis followed the PRISMA guidelines to examine the prognostic value of TILs in HNSCC using H&E-stained FFPE samples. Data were pooled from 43 studies, including 26 studies in a meta-analysis, analyzing 5037 HNSCC samples. We found that a high TIL count associated with a significantly improved overall survival (OS) (HR 0.47, 95 % CI 0.41-0.55, p < 0.0001), disease-free survival (DFS) (HR 0.55, 95 % CI 0.41-0.55, p < 0.0001), and disease-specific survival (DSS) (HR 0.58, 95 % CI 0.46-0.73, p < 0.0001). The heterogeneity was moderate for the pooled analysis (OS: I² = 40 %; DFS: I² = 39 %; DSS: I² = 51 %), but low for the subgroup analysis based on tumor site in oral, oropharyngeal, laryngeal, and nasopharyngeal cancer (OS and DFS: I² = 0-14 %). This review is the first to systematically evaluate TILs in HNSCC using H&E-stained samples, confirming their prognostic value. A high TIL count is associated with improved survival outcomes, suggesting their potential as prognostic biomarkers in clinical settings.
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Affiliation(s)
- Meri Torri
- Department of Oral and Maxillofacial Diseases, Clinicum, University of Helsinki, Helsinki, Finland.
| | - Adam Sandell
- Institute of Dentistry, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
| | - Ahmed Al-Samadi
- Department of Oral and Maxillofacial Diseases, Clinicum, University of Helsinki, Helsinki, Finland; Institute of Dentistry, School of Medicine, Faculty of Health Sciences, University of Eastern Finland, Kuopio, Finland
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22
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Chen AM. De-escalated radiation for human papillomavirus virus-related oropharyngeal cancer: Who, why, what, where, when, how, how much…and what next? Radiother Oncol 2024; 200:110373. [PMID: 38857702 DOI: 10.1016/j.radonc.2024.110373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Revised: 05/20/2024] [Accepted: 06/05/2024] [Indexed: 06/12/2024]
Abstract
The emergence of treatment de-escalation as a feasible option for patients with newly diagnosed human papillomavirus (HPV)-associated oropharyngeal squamous cell carcinoma has generated considerable excitement among both providers and patients alike. Since HPV-positive oropharyngeal carcinoma has been shown to be a unique entity with distinct clinical and molecular characteristics, the rationale for customizing treatment for patients with this disease is compelling. Indeed, evidence has accumulated demonstrating that patients with HPV-positive oropharyngeal cancer have a significantly improved prognosis as a result of their exquisite radiosensitivity compared to their HPV-negative counterparts and thus might possibly be targeted with de-escalated approaches. The fundamental goal of de-escalation is to maintain the high cure and survival rates associated with traditional approaches while reducing the intensity of treatment and thus the incidence of both short- and long-term toxicity. Given the rapidly increasing incidence of this disease, particularly among younger patients who are generally healthy, the focus on quality of life seems germane. Although the exact reason for the improved sensitivity of HPV-positive oropharyngeal carcinoma to treatment is uncertain, prospective studies have now been published demonstrating that de-escalated radiation can successfully maintain the high rates of cure and preserve quality of life for appropriately selected patients with this disease. However, these studies have been fairly heterogeneous in design, and it remains questionable how to apply their findings to real-world practice. The potential of integrating translational approaches into clinical paradigms is also just starting to become recognized. Consequently, multiple uncertainties continue to exist with respect to de-escalation for HPV-positive oropharyngeal cancer, and these questions comprise the crux of this review.
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Affiliation(s)
- Allen M Chen
- Department of Radiation Oncology, Chao Family Comprehensive Cancer Center, University of California- Irvine, School of Medicine, Irvine, CA 92617, United States.
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23
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Lu Z, Haghollahi S, Afzal M. Potential Therapeutic Targets for the Treatment of HPV-Associated Malignancies. Cancers (Basel) 2024; 16:3474. [PMID: 39456568 PMCID: PMC11506301 DOI: 10.3390/cancers16203474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 09/26/2024] [Accepted: 09/27/2024] [Indexed: 10/28/2024] Open
Abstract
This review article aims to summarize broadly recent developments in the treatment of HPV-associated cancers, including cervical cancer and head and neck squamous cell carcinoma. Relatively new treatments targeting the key HPV E6 and E7 oncoproteins, including gene editing with TALENs and CRISPR/Cas9, are discussed. Given the increased immunogenicity of HPV-related diseases, other therapies such as PRR agonists, adoptive cell transfer, and tumor vaccines are reaching the clinical trial phase. Due to the mechanism, immunogenicity, and reversibility of HPV carcinogenesis, HPV-related cancers present unique targets for current and future therapies.
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24
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Saini KS, Somara S, Ko HC, Thatai P, Quintana A, Wallen ZD, Green MF, Mehrotra R, McGuigan S, Pang L, Das S, Yadav K, Neric D, Cantini L, Joshi C, Iwamoto K, Dubbewar S, Vidal L, Chico I, Severson E, Lorini L, Badve S, Bossi P. Biomarkers in head and neck squamous cell carcinoma: unraveling the path to precision immunotherapy. Front Oncol 2024; 14:1473706. [PMID: 39439946 PMCID: PMC11493772 DOI: 10.3389/fonc.2024.1473706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 09/09/2024] [Indexed: 10/25/2024] Open
Abstract
Recent strides in understanding the molecular underpinnings of head and neck cancers have sparked considerable interest in identifying precise biomarkers that can enhance prognostication and enable personalized treatment strategies. Immunotherapy has particularly revolutionized the therapeutic landscape for head and neck squamous cell carcinoma, offering new avenues for treatment. This review comprehensively examines the application and limitations of the established and emerging/novel biomarkers for head and neck squamous cell carcinoma. Established biomarkers, including well-characterized genetic mutations, protein expressions, and clinical factors, have been extensively studied and validated in clinical practice. Novel biomarkers identified through molecular analyses, including novel genetic alterations, immune-related markers, and molecular signatures, are currently being investigated and validated in preclinical and clinical settings. Biomarkers hold the potential to deepen our understanding of head and neck squamous cell carcinoma biology and guide therapeutic strategies. The evolving paradigm of predictive biomarkers facilitates the study of individual responses to specific treatments, including targeted therapy and immunotherapy.
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Affiliation(s)
- Kamal S. Saini
- Fortrea Inc., Durham, NC, United States
- Addenbrooke’s Hospital, Cambridge University Hospitals NHS Foundation Trust, Cambridge, United Kingdom
| | | | | | | | | | | | | | | | | | | | - Soma Das
- Fortrea Inc., Durham, NC, United States
| | - Kavita Yadav
- George Institute for Global Health, New Delhi, India
| | | | | | | | | | | | | | | | | | - Luigi Lorini
- Medical Oncology and Hematology Unit, IRCCS Humanitas Cancer Centre, Milan, Italy
| | - Sunil Badve
- Emory University, Atlanta, GA, United States
| | - Paolo Bossi
- Medical Oncology and Hematology Unit, IRCCS Humanitas Cancer Centre, Milan, Italy
- Università degli Studi di Brescia, Brescia, Italy
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25
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Nakkireddy SR, Jang I, Kim M, Yin LX, Rivera M, Garcia JJ, Bartemes KR, Routman DM, Moore EJ, Abdel-Halim CN, Ma DJ, Van Abel KM, Hwang TH. Integrative analysis of H&E and IHC identifies prognostic immune subtypes in HPV related oropharyngeal cancer. COMMUNICATIONS MEDICINE 2024; 4:190. [PMID: 39363031 PMCID: PMC11450009 DOI: 10.1038/s43856-024-00604-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 09/03/2024] [Indexed: 10/05/2024] Open
Abstract
BACKGROUND Deep learning techniques excel at identifying tumor-infiltrating lymphocytes (TILs) and immune phenotypes in hematoxylin and eosin (H&E)-stained slides. However, their ability to elucidate detailed functional characteristics of diverse cellular phenotypes within tumor immune microenvironment (TME) is limited. We aimed to enhance our understanding of cellular composition and functional characteristics across TME regions and improve patient stratification by integrating H&E with adjacent immunohistochemistry (IHC) images. METHODS A retrospective study was conducted on patients with Human Papillomavirus-positive oropharyngeal squamous cell carcinoma (OPSCC). Using paired H&E and IHC slides for 11 proteins, a deep learning pipeline was used to quantify tumor, stroma, and TILs in the TME. Patients were classified into immune inflamed (IN), immune excluded (IE), or immune desert (ID) phenotypes. By registering the IHC and H&E slides, we integrated IHC data to capture protein expression in the corresponding tumor regions. We further stratified patients into specific immune subtypes, such as IN, with increased or reduced CD8+ cells, based on the abundance of these proteins. This characterization provided functional insight into the H&E-based subtypes. RESULTS Analysis of 88 primary tumors and 70 involved lymph node tissue images reveals an improved prognosis in patients classified as IN in primary tumors with high CD8 and low CD163 expression (p = 0.007). Multivariate Cox regression analysis confirms a significantly better prognosis for these subtypes. CONCLUSIONS Integrating H&E and IHC data enhances the functional characterization of immune phenotypes of the TME with biological interpretability, and improves patient stratification in HPV( + ) OPSCC.
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Affiliation(s)
| | - Inyeop Jang
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA
| | - Minji Kim
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA
| | - Linda X Yin
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN, USA
| | - Michael Rivera
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Joaquin J Garcia
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Kathleen R Bartemes
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN, USA
| | - David M Routman
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA
| | - Eric J Moore
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA
| | - Chadi N Abdel-Halim
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, MN, USA
| | - Daniel J Ma
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN, USA.
| | - Kathryn M Van Abel
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| | - Tae Hyun Hwang
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Jacksonville, FL, USA.
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL, USA.
- Department of Immunology, Mayo Clinic, Jacksonville, FL, USA.
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26
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Yan S, Zhang X, Lin Q, Du M, Li Y, He S, Chen J, Li X, Bei J, Chen S, Song M. Deciphering the interplay of HPV infection, MHC-II expression, and CXCL13 + CD4 + T cell activation in oropharyngeal cancer: implications for immunotherapy. Cancer Immunol Immunother 2024; 73:206. [PMID: 39105803 PMCID: PMC11303625 DOI: 10.1007/s00262-024-03789-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2024] [Accepted: 07/22/2024] [Indexed: 08/07/2024]
Abstract
BACKGROUND Human papillomavirus (HPV) infection has become an important etiological driver of oropharyngeal squamous cell carcinoma (OPSCC), leading to unique tumor characteristics. However, the interplay between HPV-associated tumor cells and tumor microenvironment (TME) remains an enigma. METHODS We performed a single-cell RNA-sequencing (scRNA-seq) on HPV-positive (HPV+) and HPV-negative (HPV‒) OPSCC tumors, each for three samples, and one normal tonsil tissue. Ex vivo validation assays including immunofluorescence staining, cell line co-culture, and flow cytometry analysis were used to test specific subtypes of HPV+ tumor cells and their communications with T cells. RESULTS Through a comprehensive single-cell transcriptome analysis, we uncover the distinct transcriptional signatures between HPV+ and HPV‒ OPSCC. Specifically, HPV+ OPSCC tumor cells manifest an enhanced interferon response and elevated expression of the major histocompatibility complex II (MHC-II), potentially bolstering tumor recognition and immune response. Furthermore, we identify a CXCL13+CD4+ T cell subset that exhibits dual features of both follicular and pro-inflammatory helper T cells. Noteworthily, HPV+ OPSCC tumor cells embrace extensive intercellular communications with CXCL13+CD4+ T cells. Interaction with HPV+ OPSCC tumor cells amplifies CXCL13 and IFNγ release in CD4+T cells, fostering a pro-inflammatory TME. Additionally, HPV+ tumor cells expressing high MHC-II and CXCL13+CD4+ T cell prevalence are indicative of favorable overall survival rates in OPSCC patients. CONCLUSIONS Together, our study underscores a synergistic inflammatory immune response orchestrated by highly immunogenic tumor cells and CXCL13+CD4+ T cells in HPV+ OPSCC, offering useful insights into strategy development for patient stratification and effective immunotherapy in OPSCC.
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Affiliation(s)
- Shida Yan
- Department of Head and Neck Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Xing Zhang
- Department of Head and Neck Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Qiaohong Lin
- Department of Head and Neck Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Mingyuan Du
- Department of Head and Neck Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Yiqi Li
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Shuai He
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Jingtao Chen
- Department of Head and Neck Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Xiyuan Li
- Department of Head and Neck Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Jinxin Bei
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China
| | - Shuwei Chen
- Department of Head and Neck Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, China.
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China.
| | - Ming Song
- Department of Head and Neck Surgery, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, 651 Dongfeng Road East, Guangzhou, 510060, China.
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, China.
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Tabatabaeian H, Bai Y, Huang R, Chaurasia A, Darido C. Navigating therapeutic strategies: HPV classification in head and neck cancer. Br J Cancer 2024; 131:220-230. [PMID: 38643337 PMCID: PMC11263586 DOI: 10.1038/s41416-024-02655-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 03/04/2024] [Accepted: 03/06/2024] [Indexed: 04/22/2024] Open
Abstract
The World Health Organisation recognised human papillomavirus (HPV) as the cause of multiple cancers, including head and neck cancers. HPV is a double-stranded DNA virus, and its viral gene expression can be controlled after infection by cellular and viral promoters. In cancer cells, the HPV genome is detected as either integrated into the host genome, episomal (extrachromosomal), or a mixture of integrated and episomal. Viral integration requires the breakage of both viral and host DNA, and the integration rate correlates with the level of DNA damage. Interestingly, patients with HPV-positive head and neck cancers generally have a good prognosis except for a group of patients with fully integrated HPV who show worst clinical outcomes. Those patients present with lowered expression of viral genes and limited infiltration of cytotoxic T cells. An impediment to effective therapy applications in the clinic is the sole testing for HPV positivity without considering the HPV integration status. This review will discuss HPV integration as a potential determinant of response to therapies in head and neck cancers and highlight to the field a novel therapeutic avenue that would reduce the cancer burden and improve patient survival.
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Affiliation(s)
| | - Yuchen Bai
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, VIC, Australia
| | - Ruihong Huang
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, VIC, Australia
| | - Akhilanand Chaurasia
- Department of Oral Medicine and Radiology, Faculty of Dental Sciences King George's Medical University, Lucknow, Uttar Pradesh, India
| | - Charbel Darido
- Peter MacCallum Cancer Centre, 305 Grattan St, Melbourne, VIC, Australia.
- The Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, VIC, Australia.
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Díaz-Rivera J, Rodríguez-Rivera MA, Meléndez-Vázquez NM, Godoy-Vitorino F, Dorta-Estremera SM. Immune and Microbial Signatures Associated with PD-1 Blockade Sensitivity in a Preclinical Model for HPV+ Oropharyngeal Cancer. Cancers (Basel) 2024; 16:2065. [PMID: 38893183 PMCID: PMC11171047 DOI: 10.3390/cancers16112065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 05/17/2024] [Accepted: 05/23/2024] [Indexed: 06/21/2024] Open
Abstract
The United States is suffering from an epidemic associated with high-risk strains of the Human Papillomavirus (HPV) predominantly responsible for the development of head and neck squamous cell carcinoma (HNSCC). Treatment with immune checkpoint inhibitors targeting programmed death 1 (PD-1) or its ligand PD-L1 has shown poor efficacy in HNSCC patients, observing only a 20-30% response. Therefore, biological marker identification associated with PD-1 blockade response is important to improve prognosis and define novel therapeutics for HNSCC patients. Therapy response was associated with increased frequencies of activated CD27+T cells, activated CD79a+ B cells, antigen-presenting CD74+ dendritic and B cells, and PD-L1+ and PD-L2+ myeloid-derived suppressor cells (MDSCs). The oral microbiota composition differed significantly in mice bearing tongue tumors and treated with anti-PD-1. A higher abundance of Allobaculum, Blautia, Faecalibacterium, Dorea, or Roseburia was associated with response to the therapy. However, an increase in Enterococcus was attributed to tongue tumor-bearing non-responding mice. Our findings indicate that differences in immune phenotypes, protein expression, and bacterial abundance occur as mice develop tongue tumors and are treated with anti-PD-1. These results may have a clinical impact as specific bacteria and immune phenotype could serve as biomarkers for treatment response in HNSCC.
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Affiliation(s)
- Jennifer Díaz-Rivera
- Cancer Biology Division, Comprehensive Cancer Center, University of Puerto Rico, San Juan, PR 00936, USA; (J.D.-R.); (M.A.R.-R.)
- Microbiology and Medical Zoology Department, University of Puerto Rico Medical Sciences Campus, San Juan, PR 00936, USA; (N.M.M.-V.); (F.G.-V.)
| | - Michael A. Rodríguez-Rivera
- Cancer Biology Division, Comprehensive Cancer Center, University of Puerto Rico, San Juan, PR 00936, USA; (J.D.-R.); (M.A.R.-R.)
- Microbiology and Medical Zoology Department, University of Puerto Rico Medical Sciences Campus, San Juan, PR 00936, USA; (N.M.M.-V.); (F.G.-V.)
| | - Natalie M. Meléndez-Vázquez
- Microbiology and Medical Zoology Department, University of Puerto Rico Medical Sciences Campus, San Juan, PR 00936, USA; (N.M.M.-V.); (F.G.-V.)
| | - Filipa Godoy-Vitorino
- Microbiology and Medical Zoology Department, University of Puerto Rico Medical Sciences Campus, San Juan, PR 00936, USA; (N.M.M.-V.); (F.G.-V.)
| | - Stephanie M. Dorta-Estremera
- Cancer Biology Division, Comprehensive Cancer Center, University of Puerto Rico, San Juan, PR 00936, USA; (J.D.-R.); (M.A.R.-R.)
- Microbiology and Medical Zoology Department, University of Puerto Rico Medical Sciences Campus, San Juan, PR 00936, USA; (N.M.M.-V.); (F.G.-V.)
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Xirou V, Moutafi M, Bai Y, Nwe Aung T, Burela S, Liu M, Kimple RJ, Shabbir Ahmed F, Schultz B, Flieder D, Connolly DC, Psyrri A, Burtness B, Rimm DL. An algorithm for standardization of tumor Infiltrating lymphocyte evaluation in head and neck cancers. Oral Oncol 2024; 152:106750. [PMID: 38547779 PMCID: PMC11060915 DOI: 10.1016/j.oraloncology.2024.106750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 03/06/2024] [Accepted: 03/06/2024] [Indexed: 05/01/2024]
Abstract
PURPOSE The prognostic and predictive significance of pathologist-read tumor infiltrating lymphocytes (TILs) in head and neck cancers have been demonstrated through multiple studies over the years. TILs have not been broadly adopted clinically, perhaps due to substantial inter-observer variability. In this study, we developed a machine-based algorithm for TIL evaluation in head and neck cancers and validated its prognostic value in independent cohorts. EXPERIMENTAL DESIGN A network classifier called NN3-17 was trained to identify and calculate tumor cells, lymphocytes, fibroblasts and "other" cells on hematoxylin-eosin stained sections using the QuPath software. These measurements were used to construct three predefined TIL variables. A retrospective collection of 154 head and neck squamous cell cancer cases was used as the discovery set to identify optimal association of TIL variables and survival. Two independent cohorts of 234 cases were used for validation. RESULTS We found that electronic TIL variables were associated with favorable prognosis in both the HPV-positive and -negative cases. After adjusting for clinicopathologic factors, Cox regression analysis demonstrated that electronic total TILs% (p = 0.025) in the HPV-positive and electronic stromal TILs% (p < 0.001) in the HPV-negative population were independent markers of disease specific outcomes (disease free survival). CONCLUSIONS Neural network TIL variables demonstrated independent prognostic value in validation cohorts of HPV-positive and HPV-negative head and neck cancers. These objective variables can be calculated by an open-source software and could be considered for testing in a prospective setting to assess potential clinical implications.
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Affiliation(s)
- Vasiliki Xirou
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Myrto Moutafi
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Yalai Bai
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Thazin Nwe Aung
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Sneha Burela
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Matthew Liu
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA
| | - Randall J Kimple
- Department of Human Oncology and UW Carbone Cancer Center, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Fahad Shabbir Ahmed
- Department of Pathology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Bryant Schultz
- Biosample Repository Facility, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Douglas Flieder
- Department of Pathology, Fox Chase Cance Center, Philadelphia, PA, USA
| | - Denise C Connolly
- Biosample Repository Facility, Fox Chase Cancer Center, Philadelphia, PA, USA; Cancer Signaling and Microenvironment Program, Fox Chase Cancer Center, Philadelphia, PA, USA
| | - Amanda Psyrri
- Department of Internal Medicine (Medical Oncology), National and Kapodistrian University of Athens, Athens, Greece
| | - Barbara Burtness
- Department of Internal Medicine (Medical Oncology), Yale University School of Medicine, New Haven, CT, USA
| | - David L Rimm
- Department of Pathology, Yale University School of Medicine, New Haven, CT, USA; Department of Internal Medicine (Medical Oncology), Yale University School of Medicine, New Haven, CT, USA.
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Blažek T, Petráš M, Hurník P, Matoušek P, Knybel L, Čermáková ZZ, Štembírek J, Cvek J, Soumarová R. High PD-L1 expression on immune cells along with increased density of tumor-infiltrating lymphocytes predicts a favorable survival outcome for patients with loco-regionally advanced head and neck cancer: early results from a prospective study. Front Oncol 2024; 14:1346793. [PMID: 38638854 PMCID: PMC11024328 DOI: 10.3389/fonc.2024.1346793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 03/18/2024] [Indexed: 04/20/2024] Open
Abstract
Introduction In the era of personalized medicine and treatment optimization, use of immune biomarkers holds promise for estimating the prognosis of patients with head and neck squamous cell carcinoma (HNSCC) undergoing definitive treatment. Methods To evaluate the prognostic potential of immune biomarkers, we conducted a prospective monocentric cohort study with loco-regionally advanced HNSCC patients indicated for definitive radiotherapy/radiochemotherapy at the Department of Oncology, Ostrava University Hospital, Czech Republic, between June 2020 and August 2023. We focused on the expression of programmed death ligand 1 (PD-L1) and tumor-infiltrating lymphocytes (TILs) relative to overall survival (OS) and specific survival rates. Associations between biomarkers and survival rates were assessed by crude and adjusted hazard ratios (cHR, aHR, respectively) obtained from Cox proportional hazards regression. Results Among a total of 55 patients within a median follow-up of 19.7 months, there were 21 (38.2%) all-cause deaths and 15 (27.3%) cancer-related deaths. An overall survival (OS) rate of 61.8% and a disease-specific survival (DSS) rate of 72.7% were recorded. A significant association between survival rates and a ≥10% difference in PD-L1 expression on immune versus tumor cells (high PD-L1IC expression) was documented regardless of the type of analysis (univariate or multivariate). In addition, a stronger association was confirmed for OS and the composite biomarker high PD-L1IC expression along with either median-higher CD8+ TIL count or increased TIL density ≥30%, as indicated by an aHR of 0.08 (95% CI, 0.01 to 0.52) and 0.07 (95% CI, 0.01 to 0.46), respectively. Similar results were demonstrated for other specific survival rates. Discussion The early outcomes of the present study suggest the utility of a strong prognostic factor involving a composite biomarker high PD-L1IC expression along with increased TIL density in HNSCC patients undergoing definitive radiotherapy and radiochemotherapy. Trial registration The study is registered with Clinicaltrials.gov. - NCT05941676.
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Affiliation(s)
- Tomáš Blažek
- Department of Oncology, Ostrava University Hospital, Ostrava, Czechia
- Faculty of Medicine, University of Ostrava, Ostrava, Czechia
- Third Faculty of Medicine, Charles University, Prague, Czechia
| | - Marek Petráš
- Third Faculty of Medicine, Charles University, Prague, Czechia
| | - Pavel Hurník
- Faculty of Medicine, University of Ostrava, Ostrava, Czechia
- Department of Pathology, Ostrava University Hospital, Ostrava, Czechia
| | - Petr Matoušek
- Faculty of Medicine, University of Ostrava, Ostrava, Czechia
- Department of Otorhinolaryngology, Ostrava University Hospital, Ostrava, Czechia
| | - Lukáš Knybel
- Department of Oncology, Ostrava University Hospital, Ostrava, Czechia
- Faculty of Medicine, University of Ostrava, Ostrava, Czechia
| | - Zuzana Zděblová Čermáková
- Department of Oncology, Ostrava University Hospital, Ostrava, Czechia
- Faculty of Medicine, University of Ostrava, Ostrava, Czechia
| | - Jan Štembírek
- Faculty of Medicine, University of Ostrava, Ostrava, Czechia
- Department of Orofacial Surgery, Ostrava University Hospital, Ostrava, Czechia
| | - Jakub Cvek
- Department of Oncology, Ostrava University Hospital, Ostrava, Czechia
- Faculty of Medicine, University of Ostrava, Ostrava, Czechia
| | - Renata Soumarová
- Third Faculty of Medicine, Charles University, Prague, Czechia
- Department of Oncology, Královské Vinohrady University Hospital, Prague, Czechia
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31
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Bouassaly J, Karimi N, Kowalski LP, Sultanem K, Alaoui-Jamali M, Mlynarek A, Mascarella M, Hier M, Sadeghi N, da Silva SD. Rethinking treatment paradigms: Neoadjuvant therapy and de-escalation strategies in HPV-positive head and neck cancer. Crit Rev Oncol Hematol 2024; 196:104326. [PMID: 38479584 DOI: 10.1016/j.critrevonc.2024.104326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 02/27/2024] [Accepted: 03/07/2024] [Indexed: 03/24/2024] Open
Abstract
Head and neck cancer (HNC) is the 6th most common cancer across the world, with a particular increase in HNC associated with human papilloma virus (HPV) among younger populations. Historically, the standard treatment for this disease consisted of combined surgery and radiotherapy or curative platinum-based concurrent chemoradiotherapy, with associated long term and late toxicities. However, HPV-positive HNC is recognized as a unique cancer subtype, typically with improved clinical outcomes. As such, treatment de-escalation strategies have been widely researched to mitigate the adverse effects associated with the current standard of care without compromising efficacy. These strategies include treatment de-escalation, such as novel surgical techniques, alternative radiation technologies, radiation dose and volume reduction, as well as neoadjuvant chemotherapies, immunotherapies, and combined therapies. Although these therapies show great promise, many of them are still under investigation due to hesitation surrounding their widespread implementation. The objective of this review is to summarize the most recent progress in de-escalation strategies and neoadjuvant therapies designed for HPV-positive HNC. While specific treatments may require additional research before being widely adopted, encouraging results from recent studies have highlighted the advantages of neoadjuvant chemotherapy and immunotherapy, as well as radiation and surgical de-escalation approaches in managing HPV-positive HNC.
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Affiliation(s)
- Jenna Bouassaly
- Division of Experimental Medicine, McGill University, Montreal QC H4A 3J1, Canada; Segal Cancer Centre and Lady Davis Institute for Medical Research, Sir Mortimer B. Davis-Jewish General Hospital, Montreal QC H3T 1E2, Canada
| | - Naser Karimi
- Department of Otolaryngology Head and Neck Surgery, Sir Mortimer B. Davis-Jewish General Hospital, McGill University, Montreal QC H3T 1E2, Canada
| | - Luiz Paulo Kowalski
- AC Camargo Cancer Center, Faculty of Medicine - University of Sao Paulo, Sao Paulo, Brazil
| | - Khalil Sultanem
- Department of Otolaryngology Head and Neck Surgery, Sir Mortimer B. Davis-Jewish General Hospital, McGill University, Montreal QC H3T 1E2, Canada
| | - Moulay Alaoui-Jamali
- Division of Experimental Medicine, McGill University, Montreal QC H4A 3J1, Canada; Segal Cancer Centre and Lady Davis Institute for Medical Research, Sir Mortimer B. Davis-Jewish General Hospital, Montreal QC H3T 1E2, Canada
| | - Alex Mlynarek
- Department of Otolaryngology Head and Neck Surgery, Sir Mortimer B. Davis-Jewish General Hospital, McGill University, Montreal QC H3T 1E2, Canada
| | - Marco Mascarella
- Department of Otolaryngology Head and Neck Surgery, Sir Mortimer B. Davis-Jewish General Hospital, McGill University, Montreal QC H3T 1E2, Canada
| | - Michael Hier
- Department of Otolaryngology Head and Neck Surgery, Sir Mortimer B. Davis-Jewish General Hospital, McGill University, Montreal QC H3T 1E2, Canada
| | - Nader Sadeghi
- Department of Otolaryngology Head and Neck Surgery, Sir Mortimer B. Davis-Jewish General Hospital, McGill University, Montreal QC H3T 1E2, Canada
| | - Sabrina Daniela da Silva
- Division of Experimental Medicine, McGill University, Montreal QC H4A 3J1, Canada; Department of Otolaryngology Head and Neck Surgery, Sir Mortimer B. Davis-Jewish General Hospital, McGill University, Montreal QC H3T 1E2, Canada; Segal Cancer Centre and Lady Davis Institute for Medical Research, Sir Mortimer B. Davis-Jewish General Hospital, Montreal QC H3T 1E2, Canada; AC Camargo Cancer Center, Faculty of Medicine - University of Sao Paulo, Sao Paulo, Brazil.
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32
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Baudouin R, Hans S, Lisan Q, Morin B, Adimi Y, Martin J, Lechien JR, Tartour E, Badoual C. Prognostic Significance of the Microenvironment in Human Papillomavirus Oropharyngeal Carcinoma: A Systematic Review. Laryngoscope 2024; 134:1507-1516. [PMID: 37642393 DOI: 10.1002/lary.31010] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 08/01/2023] [Accepted: 08/15/2023] [Indexed: 08/31/2023]
Abstract
OBJECTIVE The immune microenvironment of HPV-associated (HPV+) oropharyngeal squamous cell carcinomas (OPSCCs) (HPV+OPSCCs) differs from that of HPV-independent oropharyngeal cancers (HPV-independent OPSCCs). The literature on the subject is very abundant, demanding an organized synthesis of this wealth of information to evaluate the hypothesis associating the favorable prognosis of HPV+OPSCC patients with a different immune microenvironment. A systematic review of the literature was conducted regarding the microenvironment of HPV+OPSCCs. DATA SOURCE MEDLINE/PubMed, Embase, and Cochrane Library databases. REVIEW METHODS A literature search was performed following PRISMA guidelines (Moher D. PLoS Med. 2009). The PEO (Population, Exposure, and Outcome) framework is detailed as follows: P: patients with oropharyngeal squamous cell carcinomas, E: human papillomavirus (HPV), and O: histological and immunological composition of the tumoral microenvironment (TME). No meta-analysis was performed. RESULTS From 1,202 studies that were screened, 58 studies were included (n = 6,474 patients; n = 3,581 (55%) HPV+OPSCCs and n = 2,861(45%) HPV-independent OPSCCs). The presence of tumor-infiltrating lymphocytes (TIL), CD3+ in 1,733 patients, CD4+ in 520 patients, and CD8+ (cytotoxic T lymphocytes (CTL)) in 3,104 patients, and high levels of PD-L1 expression in 1,222 patients is strongly correlated with an improved clinical outcome in HPV+OPSCCs. CONCLUSION This systematic review provides the most comprehensive information on the immune microenvironment of HPV+OPSCCs to date. Tumor-infiltrating lymphocytes and PD-L1 expression are associated with a favorable prognosis. B, CD8+ and resident memory cells densities are higher in HPV+OPSCCs. The importance of myeloid lineages is still a matter of debate and research. LEVEL OF EVIDENCE NA Laryngoscope, 134:1507-1516, 2024.
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Affiliation(s)
- R Baudouin
- Department of Otolaryngology-Head & Neck Surgery, Foch Hospital, Suresnes, France
- School of Medicine, UFR Simone Veil, Université Versailles Saint-Quentin-en-Yvelines (Paris Saclay University), Montigny-le-Bretonneux, France
| | - S Hans
- Department of Otolaryngology-Head & Neck Surgery, Foch Hospital, Suresnes, France
- School of Medicine, UFR Simone Veil, Université Versailles Saint-Quentin-en-Yvelines (Paris Saclay University), Montigny-le-Bretonneux, France
| | - Q Lisan
- Department of Otolaryngology-Head & Neck Surgery, Foch Hospital, Suresnes, France
- School of Medicine, UFR Simone Veil, Université Versailles Saint-Quentin-en-Yvelines (Paris Saclay University), Montigny-le-Bretonneux, France
| | - B Morin
- Department of Pathology, Hôpital Européen Georges Pompidou, Université Paris Cité, INSERM, PARCC, Paris, France
- Department of Biological Immunology, Hôpital Européen Georges Pompidou, Université Paris Cité, INSERM, PARCC, Paris, France
| | - Y Adimi
- Department of Pathology, Hôpital Européen Georges Pompidou, Université Paris Cité, INSERM, PARCC, Paris, France
- Department of Biological Immunology, Hôpital Européen Georges Pompidou, Université Paris Cité, INSERM, PARCC, Paris, France
| | - J Martin
- Department of Pathology, Hôpital Européen Georges Pompidou, Université Paris Cité, INSERM, PARCC, Paris, France
- Department of Biological Immunology, Hôpital Européen Georges Pompidou, Université Paris Cité, INSERM, PARCC, Paris, France
| | - J R Lechien
- Department of Otolaryngology-Head & Neck Surgery, Foch Hospital, Suresnes, France
- School of Medicine, UFR Simone Veil, Université Versailles Saint-Quentin-en-Yvelines (Paris Saclay University), Montigny-le-Bretonneux, France
| | - E Tartour
- Department of Biological Immunology, Hôpital Européen Georges Pompidou, Université Paris Cité, INSERM, PARCC, Paris, France
| | - C Badoual
- Department of Pathology, Hôpital Européen Georges Pompidou, Université Paris Cité, INSERM, PARCC, Paris, France
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Khoo A, Boyer M, Jafri Z, Makeham T, Pham T, Khachigian LM, Floros P, Dowling E, Fedder K, Shonka D, Garneau J, O'Meara CH. Human Papilloma Virus Positive Oropharyngeal Squamous Cell Carcinoma and the Immune System: Pathogenesis, Immunotherapy and Future Perspectives. Int J Mol Sci 2024; 25:2798. [PMID: 38474047 DOI: 10.3390/ijms25052798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2024] [Revised: 02/14/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024] Open
Abstract
Oropharyngeal squamous cell carcinoma (OPSCC), a subset of head and neck squamous cell carcinoma (HNSCC), involves the palatine tonsils, soft palate, base of tongue, and uvula, with the ability to spread to adjacent subsites. Personalized treatment strategies for Human Papillomavirus-associated squamous cell carcinoma of the oropharynx (HPV+OPSCC) are yet to be established. In this article, we summarise our current understanding of the pathogenesis of HPV+OPSCC, the intrinsic role of the immune system, current ICI clinical trials, and the potential role of small molecule immunotherapy in HPV+OPSCC.
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Affiliation(s)
- A Khoo
- Department of Otolaryngology, Head & Neck Surgery, Canberra Health Services, Canberra, ACT 2601, Australia
| | - M Boyer
- Chris O'Brien Lifehouse, Camperdown, NSW 2050, Australia
| | - Z Jafri
- Vascular Biology and Translational Research, Department of Pathology, School of Biomedical Sciences, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW 2052, Australia
| | - T Makeham
- Department of Otolaryngology, Head & Neck Surgery, Canberra Health Services, Canberra, ACT 2601, Australia
- ANU School of Medicine & Psychology, Australian National University, Canberra, ACT 0200, Australia
| | - T Pham
- Department of Otolaryngology, Head & Neck Surgery, Canberra Health Services, Canberra, ACT 2601, Australia
- ANU School of Medicine & Psychology, Australian National University, Canberra, ACT 0200, Australia
| | - L M Khachigian
- Vascular Biology and Translational Research, Department of Pathology, School of Biomedical Sciences, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW 2052, Australia
| | - P Floros
- St Vincent's Hospital, 390 Victoria Street, Sydney, NSW 2010, Australia
| | - E Dowling
- Department of Otolaryngology, Head & Neck Surgery, University of Virginia School of Medicine, Charlottesville, VA 22903, USA
| | - K Fedder
- Department of Otolaryngology, Head & Neck Surgery, University of Virginia School of Medicine, Charlottesville, VA 22903, USA
| | - D Shonka
- Department of Otolaryngology, Head & Neck Surgery, University of Virginia School of Medicine, Charlottesville, VA 22903, USA
| | - J Garneau
- Department of Otolaryngology, Head & Neck Surgery, University of Virginia School of Medicine, Charlottesville, VA 22903, USA
| | - C H O'Meara
- Department of Otolaryngology, Head & Neck Surgery, Canberra Health Services, Canberra, ACT 2601, Australia
- ANU School of Medicine & Psychology, Australian National University, Canberra, ACT 0200, Australia
- Department of Otolaryngology, Head & Neck Surgery, University of Virginia School of Medicine, Charlottesville, VA 22903, USA
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Mehanna H, Rapozo D, von Zeidler SV, Harrington KJ, Winter SC, Hartley A, Nankivell P, Schache AG, Sloan P, Odell EW, Thavaraj S, Hunter KD, Shah KA, Thomas GJ, Long A, Amel-Kashipaz R, Brown RM, Conn B, Hall GL, Matthews P, Weir J, Yeo Y, Pring M, West CM, McCaul J, Golusinski P, Sitch A, Spruce R, Batis N, Bryant JL, Brooks JM, Jones TM, Buffa F, Haider S, Robinson M. Developing and Validating a Multivariable Prognostic-Predictive Classifier for Treatment Escalation of Oropharyngeal Squamous Cell Carcinoma: The PREDICTR-OPC Study. Clin Cancer Res 2024; 30:356-367. [PMID: 37870417 PMCID: PMC10792360 DOI: 10.1158/1078-0432.ccr-23-1013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 06/09/2023] [Accepted: 10/16/2023] [Indexed: 10/24/2023]
Abstract
PURPOSE While there are several prognostic classifiers, to date, there are no validated predictive models that inform treatment selection for oropharyngeal squamous cell carcinoma (OPSCC).Our aim was to develop clinical and/or biomarker predictive models for patient outcome and treatment escalation for OPSCC. EXPERIMENTAL DESIGN We retrospectively collated clinical data and samples from a consecutive cohort of OPSCC cases treated with curative intent at ten secondary care centers in United Kingdom and Poland between 1999 and 2012. We constructed tissue microarrays, which were stained and scored for 10 biomarkers. We then undertook multivariable regression of eight clinical parameters and 10 biomarkers on a development cohort of 600 patients. Models were validated on an independent, retrospectively collected, 385-patient cohort. RESULTS A total of 985 subjects (median follow-up 5.03 years, range: 4.73-5.21 years) were included. The final biomarker classifier, comprising p16 and survivin immunohistochemistry, high-risk human papillomavirus (HPV) DNA in situ hybridization, and tumor-infiltrating lymphocytes, predicted benefit from combined surgery + adjuvant chemo/radiotherapy over primary chemoradiotherapy in the high-risk group [3-year overall survival (OS) 63.1% vs. 41.1%, respectively, HR = 0.32; 95% confidence interval (CI), 0.16-0.65; P = 0.002], but not in the low-risk group (HR = 0.4; 95% CI, 0.14-1.24; P = 0.114). On further adjustment by propensity scores, the adjusted HR in the high-risk group was 0.34, 95% CI = 0.17-0.67, P = 0.002, and in the low-risk group HR was 0.5, 95% CI = 0.1-2.38, P = 0.384. The concordance index was 0.73. CONCLUSIONS We have developed a prognostic classifier, which also appears to demonstrate moderate predictive ability. External validation in a prospective setting is now underway to confirm this and prepare for clinical adoption.
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Affiliation(s)
- Hisham Mehanna
- Institute of Head and Neck Studies and Education, University of Birmingham, Birmingham, United Kingdom
| | - Davy Rapozo
- National Cancer Institute of Brazil, Rio de Janeiro, Brazil
| | - Sandra V. von Zeidler
- Pathology Department and Biotechnology Post-graduation Program, Federal University of Espírito Santo, Vitória, Brazil
| | - Kevin J. Harrington
- The Royal Marsden/The Institute of Cancer Research National Institute of Health Research Biomedical Research Centre, London, United Kingdom
| | - Stuart C. Winter
- Department of ENT-Head and Neck Surgery, Churchill Hospital, Nuffield Department of Surgery, University of Oxford, Oxford, United Kingdom
| | - Andrew Hartley
- Hall-Edwards Radiotherapy Research Group, University Hospitals Birmingham, Birmingham, United Kingdom
| | - Paul Nankivell
- Institute of Head and Neck Studies and Education, University of Birmingham, Birmingham, United Kingdom
| | - Andrew G. Schache
- Northwest Cancer Research Centre, Department of Molecular & Clinical Cancer Medicine, University of Liverpool Head & Neck Unit, University Hospital Aintree, Liverpool, United Kingdom
| | - Philip Sloan
- Center for Oral Health Research, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Edward W. Odell
- Head and Neck Pathology, King's College London, Guy's Hospital, London, United Kingdom
| | - Selvam Thavaraj
- Faculty of Dental, Oral and Craniofacial Sciences, King's College London, London, United Kingdom
- Head and Neck Pathology at Guy's & St Thomas' Hospital NHS Foundation Trust, London, United Kingdom
| | - Keith D. Hunter
- Liverpool Head and Neck Centre, Molecular and Clinical Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Ketan A. Shah
- Department of Cellular Pathology, John Radcliffe Hospital, Oxford, United Kingdom
| | - Gareth J. Thomas
- Cancer Sciences Unit, University of Southampton, University Road, Southampton, United Kingdom
| | - Anna Long
- Cellular Pathology, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, United Kingdom
| | | | - Rachel M. Brown
- University Hospitals Birmingham, Edgbaston, Birmingham, United Kingdom
| | - Brendan Conn
- Royal Infirmary of Edinburgh, Edinburgh, Scotland
| | | | - Paul Matthews
- Department of Pathology, University Hospitals Coventry and Warwickshire, United Kingdom
| | - Justin Weir
- Department of Cellular Pathology, Charing Cross Hospital, Imperial College Healthcare Trust, London, United Kingdom
| | - Yen Yeo
- Department of Pathology and Laboratory Medicine, KK Women's and Children's Hospital, Singapore
| | - Miranda Pring
- Bristol Dental School, University of Bristol, Bristol, United Kingdom
| | - Catharine M.L. West
- Division of Cancer Studies, University of Manchester, Christie Hospital NHS Trust, Manchester Academic Health Science Centre, Manchester, United Kingdom
| | - James McCaul
- Department of Maxillofacial and Head and Neck Surgery, Queen Elizabeth II Hospital, Glasgow, Scotland
| | - Pawel Golusinski
- Department of Otolaryngology and Maxillofacial Surgery, University of Zielona Gora, Zielona Gora, Poland
| | - Alice Sitch
- Institute of Applied Health Research, University of Birmingham, Birmingham, United Kingdom
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | | | - Nikolaos Batis
- Institute of Head and Neck Studies and Education, University of Birmingham, Birmingham, United Kingdom
| | - Jennifer L. Bryant
- Institute of Head and Neck Studies and Education, University of Birmingham, Birmingham, United Kingdom
| | - Jill M. Brooks
- Institute of Head and Neck Studies and Education, University of Birmingham, Birmingham, United Kingdom
| | - Terence M. Jones
- Northwest Cancer Research Centre, Department of Molecular & Clinical Cancer Medicine, University of Liverpool Head & Neck Unit, University Hospital Aintree, Liverpool, United Kingdom
| | - Francesca Buffa
- Department of Oncology, University of Oxford, Oxford, United Kingdom
- Department of Computing Sciences, Bocconi University, Milano, Italy
| | - Syed Haider
- Department of Oncology, University of Oxford, Oxford, United Kingdom
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, United Kingdom
| | - Max Robinson
- Center for Oral Health Research, Newcastle University, Newcastle upon Tyne, United Kingdom
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von Witzleben A, Ellis M, Thomas GJ, Hoffmann TK, Jackson R, Laban S, Ottensmeier CH. Tumor-Infiltrating CD103+ Tissue-Resident Memory T Cells and CD103-CD8+ T Cells in HNSCC Are Linked to Outcome in Primary but not Metastatic Disease. Clin Cancer Res 2024; 30:224-234. [PMID: 37874322 DOI: 10.1158/1078-0432.ccr-23-0445] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 05/14/2023] [Accepted: 10/23/2023] [Indexed: 10/25/2023]
Abstract
PURPOSE High numbers of tumor-infiltrating lymphocytes (TIL) are linked to better survival in patients with cancer. Tissue-resident memory T cells (TRM; CD8+CD103+) are recognized as a key player of anticancer immune response. To assess TRM cells in primary, metastatic, and recurrent head and neck squamous cell carcinoma (HNSCC), we developed a tissue microarray (TMA) and used multiplex IHC (MxIHC). EXPERIMENTAL DESIGN Samples from primary tumors of 379 HNSCC cases treated at Southampton Hospitals between 2000 and 2016 were collected and analyzed. Of these, 105 cases had lymph node metastases and 82 recurrences. A TMA was generated with triplicate cores for each sample. MxIHC with a stain-and-strip approach was performed using CD8, CD103, and TIM3. Scanned slides were analyzed (digital image analysis) and quality checked (QC). RESULTS After QC, 194 primary tumors, 76 lymph node metastases, and 65 recurrences were evaluable. Alcohol consumption was statistically significantly correlated with a reduction of TRM cells in primary tumors (nondrinker vs. heavy drinker: P = 0.0036). The known survival benefit of TRM cell infiltration in primary tumors was not found for lymph node metastasis. In recurrences, a high TRM cell number led to a favorable outcome after 12 months. The checkpoint molecule TIM3, was expressed significantly higher on TRM and non-TRM cells in the lymph node compared with primary tumors (P < 0.0001), which was also seen in recurrences (P = 0.0134 and P = 0.0007, respectively). CONCLUSIONS We confirm the prognostic impact of TIL in primary tumors and in recurrences. TRM cell density in lymph node metastases was not linked to outcome. The role of TIM3, as a therapeutic target remains to be defined.
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Affiliation(s)
- Adrian von Witzleben
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Ulm, Ulm, Germany
- CRUK and NIHR Experimental Cancer Medicine Center and School of Cancer Sciences, Faculty of Medicine, H, Southampton, United Kingdom
| | - Matthew Ellis
- CRUK and NIHR Experimental Cancer Medicine Center and School of Cancer Sciences, Faculty of Medicine, H, Southampton, United Kingdom
| | - Gareth J Thomas
- CRUK and NIHR Experimental Cancer Medicine Center and School of Cancer Sciences, Faculty of Medicine, H, Southampton, United Kingdom
- Southampton University Hospitals NHS Foundation Trust, Southampton, United Kingdom
| | - Thomas K Hoffmann
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Ulm, Ulm, Germany
| | - Richard Jackson
- Liverpool Clinical Trials Center, University of Liverpool, Liverpool, United Kingdom
| | - Simon Laban
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Ulm, Ulm, Germany
| | - Christian H Ottensmeier
- Liverpool Head and Neck Center, Institute of Systems, Molecular and Integrative Biology and Liverpool CRUK and NIHR Experimental Cancer Medicine Center, UK University of Liverpool, Liverpool, United Kingdom
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Nenclares P, Larkeryd A, Manodoro F, Lee JY, Lalondrelle S, Gilbert DC, Punta M, O’Leary B, Rullan A, Sadanandam A, Chain B, Melcher A, Harrington KJ, Bhide SA. T-cell receptor determinants of response to chemoradiation in locally-advanced HPV16-driven malignancies. Front Oncol 2024; 13:1296948. [PMID: 38234396 PMCID: PMC10791873 DOI: 10.3389/fonc.2023.1296948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 11/28/2023] [Indexed: 01/19/2024] Open
Abstract
Background The effect of chemoradiation on the anti-cancer immune response is being increasingly acknowledged; however, its clinical implications in treatment responses are yet to be fully understood. Human papillomavirus (HPV)-driven malignancies express viral oncogenic proteins which may serve as tumor-specific antigens and represent ideal candidates for monitoring the peripheral T-cell receptor (TCR) changes secondary to chemoradiotherapy (CRT). Methods We performed intra-tumoral and pre- and post-treatment peripheral TCR sequencing in a cohort of patients with locally-advanced HPV16-positive cancers treated with CRT. An in silico computational pipeline was used to cluster TCR repertoire based on epitope-specificity and to predict affinity between these clusters and HPV16-derived epitopes. Results Intra-tumoral repertoire diversity, intra-tumoral and post-treatment peripheral CDR3β similarity clustering were predictive of response. In responders, CRT triggered an increase peripheral TCR clonality and clonal relatedness. Post-treatment expansion of baseline peripheral dominant TCRs was associated with response. Responders showed more baseline clustered structures of TCRs maintained post-treatment and displayed significantly more maintained clustered structures. When applying clustering by TCR-specificity methods, responders displayed a higher proportion of intra-tumoral TCRs predicted to recognise HPV16 peptides. Conclusions Baseline TCR characteristics and changes in the peripheral T-cell clones triggered by CRT are associated with treatment outcome. Maintenance and boosting of pre-existing clonotypes are key elements of an effective anti-cancer immune response driven by CRT, supporting a paradigm in which the immune system plays a central role in the success of CRT in current standard-of-care protocols.
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Affiliation(s)
- Pablo Nenclares
- Radiotherapy and Imaging Division, The Institute of Cancer Research, London, United Kingdom
- Head and Neck Unit, The Royal Marsden Hospital, London, United Kingdom
| | - Adrian Larkeryd
- Bioinformatics Unit, The Centre for Translational Immunotherapy, The Institute of Cancer Research, London, United Kingdom
| | - Floriana Manodoro
- Genomics Facility, The Institute of Cancer Research, London, United Kingdom
| | - Jen Y. Lee
- Radiotherapy and Imaging Division, The Institute of Cancer Research, London, United Kingdom
| | - Susan Lalondrelle
- Radiotherapy and Imaging Division, The Institute of Cancer Research, London, United Kingdom
| | - Duncan C. Gilbert
- Sussex Cancer Centre, University Hospitals Sussex NHS Foundation Trust, Brighton, United Kingdom
| | - Marco Punta
- Unit of Immunogenetic, Leukemia Genomics and Immunobiology, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Ben O’Leary
- Radiotherapy and Imaging Division, The Institute of Cancer Research, London, United Kingdom
- Head and Neck Unit, The Royal Marsden Hospital, London, United Kingdom
| | - Antonio Rullan
- Radiotherapy and Imaging Division, The Institute of Cancer Research, London, United Kingdom
- Head and Neck Unit, The Royal Marsden Hospital, London, United Kingdom
| | - Anguraj Sadanandam
- Systems and Precision Cancer Medicine Team, The Institute of Cancer Research, London, United Kingdom
| | - Benny Chain
- Division of Infection and Immunity, University College London, London, United Kingdom
| | - Alan Melcher
- Radiotherapy and Imaging Division, The Institute of Cancer Research, London, United Kingdom
| | - Kevin J. Harrington
- Radiotherapy and Imaging Division, The Institute of Cancer Research, London, United Kingdom
- Head and Neck Unit, The Royal Marsden Hospital, London, United Kingdom
| | - Shreerang A. Bhide
- Radiotherapy and Imaging Division, The Institute of Cancer Research, London, United Kingdom
- Head and Neck Unit, The Royal Marsden Hospital, London, United Kingdom
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Cao Y, Aryal M, Li P, Lee C, Schipper M, You D, Jaworski E, Gharzai L, Shah J, Eisbruch A, Mierzwa M. Diffusion MRI correlation with p16 status and prediction for tumor progression in locally advanced head and neck cancer. Front Oncol 2023; 13:998186. [PMID: 38188292 PMCID: PMC10771284 DOI: 10.3389/fonc.2023.998186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 11/06/2023] [Indexed: 01/09/2024] Open
Abstract
Purpose To investigate p16 effects on diffusion image metrics and associations with tumor progression in patients with locally advanced head and neck cancers. Methods Diffusion images pretreatment and after 20 Gy (2wk) of RT were analyzed in patients with cT4/N3 p16+ oropharynx cancer (OPSCC) (N=51) and locoregionally advanced head and neck squamous cell carcinoma (LAHNSCC) (N=28), enrolled onto a prospective adaptive RT trial. Mean ADC values, subvolumes with ADC <1.2 um2/ms (TVLADC), and peak values of low (µL) and high (µH) components of ADC histograms in primary and total nodal gross tumor volumes were analyzed for prediction of freedom from local, distant, or any progression (FFLP, FFDP or FFLRDP) using multivariate Cox proportional-hazards model with clinical factors. P value with false discovery control <0.05 was considered as significant. Results With a mean follow up of 36 months, 18 of LAHNSCC patients and 16 of p16+ OPSCC patients had progression. After adjusting for p16, small µL and ADC values, and large TVLADC of primary tumors pre-RT were significantly associated with superior FFLRDP, FFLP and FFDP in the LAHNSCC (p<0.05), but no diffusion metrics were significant in p16+ oropharynx cancers. Post ad hoc analysis of the p16+ OPSCC only showed that large TVLADC of the total nodal burden pre-RT was significantly associated with inferior FFDP (p=0.05). Conclusion ADC metrics were associated with different progression patterns in the LAHNSCC and p16+ OPSCC, possibly explained by differences in cancer biology and morphology. A deep understanding of ADC metrics is warranted to establish imaging biomarkers for adaptive RT in HNSCC.
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Affiliation(s)
- Yue Cao
- Departments of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
- Department of Radiology, University of Michigan, Ann Arbor, MI, United States
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States
| | - M. Aryal
- Departments of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
| | - P. Li
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States
| | - C. Lee
- Departments of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
| | - M. Schipper
- Departments of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States
| | - D. You
- Departments of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
| | - E. Jaworski
- Departments of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
| | - L. Gharzai
- Departments of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
| | - J. Shah
- Departments of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
- Department of Radiation Oncology, VA Ann Arbor Healthcare System, Ann Arbor, MI, United States
| | - A. Eisbruch
- Departments of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
| | - Michelle Mierzwa
- Departments of Radiation Oncology, University of Michigan, Ann Arbor, MI, United States
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Zhou S, Chan C, Lau YC, Rulach R, Dyab H, Hendry F, Wilson C, Schipani S, Lamb C, Grose D, James A, Maxfield C, Dempsey MF, Paterson C. The Effects of Human Papillomavirus Status and Treatment on the Positive Predictive Value of Post-radiotherapy 18F-Fluorodeoxyglucose Positron Emission Tomography-Computed Tomography in Advanced Head and Neck Squamous Cell Carcinoma. Clin Oncol (R Coll Radiol) 2023; 35:e699-e707. [PMID: 37798198 DOI: 10.1016/j.clon.2023.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 07/03/2023] [Accepted: 09/18/2023] [Indexed: 10/07/2023]
Abstract
AIMS The high negative predictive value of post-chemoradiation (CRT) positron emission tomography-computed tomography (PET-CT) is well established in head and neck squamous cell cancers (HNSCC). The positive predictive value (PPV) remains under scrutiny, with increasing evidence that it is affected by several factors. The aim of this study was to assess the PPV of post-treatment PET-CT for residual nodal disease when stratified by treatment modality and tumour human papillomavirus (HPV) status. MATERIALS AND METHODS This was a retrospective cohort study in a tertiary oncology centre carried out between January 2013 and December 2019. Patients were radically treated with radiotherapy only/CRT for node-positive HNSCC. PET-CT nodal responses were categorised as complete, equivocal (EQR) or incomplete (ICR), and outcomes extracted from electronic records. RESULTS In total, 480 patients were evaluated, all had a minimum potential follow-up of 2 years, with a median of 39.2 months. The PPV of 12-week PET-CT was significantly different between HPV-positive (22.5%) and HPV-unrelated (52.7%) disease, P < 0.001. It was also significantly different between the CRT (24.8%) and radiotherapy-only (51.1%) groups, P = 0.001. The PPV of an EQR was significantly less than an ICR, irrespective of HPV status and primary treatment modality. In HPV-positive disease, the PPV of an EQR was 9.0% for the CRT group compared with 21.4% for radiotherapy only, P = 0.278. The PPV in those who achieved an ICR was 34.2% in the CRT group, significantly lower than 70.0% in the radiotherapy-only group, P = 0.03. CONCLUSION The PPV of 12-week PET-CT is significantly lower for HPV-positive compared with HPV-unrelated HNSCC. It is poorer in patients with HPV-positive disease treated with CRT compared with radiotherapy alone.
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Affiliation(s)
- S Zhou
- The Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - C Chan
- University Hospital Ayr, Ayr, UK
| | - Y C Lau
- Royal Alexandra Hospital, Glasgow, UK
| | - R Rulach
- The Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - H Dyab
- West of Scotland PET Centre, Gartnavel General Hospital, Glasgow, UK
| | - F Hendry
- West of Scotland PET Centre, Gartnavel General Hospital, Glasgow, UK
| | - C Wilson
- The Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - S Schipani
- The Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - C Lamb
- The Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - D Grose
- The Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - A James
- The Beatson West of Scotland Cancer Centre, Glasgow, UK
| | - C Maxfield
- West of Scotland PET Centre, Gartnavel General Hospital, Glasgow, UK
| | - M-F Dempsey
- West of Scotland PET Centre, Gartnavel General Hospital, Glasgow, UK
| | - C Paterson
- The Beatson West of Scotland Cancer Centre, Glasgow, UK.
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Upadhyay L, Hartzell M, Parikh AR, Strickland MR, Klempner S, Malla M. Recent Advances in the Management of Anal Cancer. Healthcare (Basel) 2023; 11:3010. [PMID: 38063578 PMCID: PMC10706124 DOI: 10.3390/healthcare11233010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 11/15/2023] [Accepted: 11/16/2023] [Indexed: 08/29/2024] Open
Abstract
The incidence and mortality of squamous cell carcinoma of the anus (SCCA) is on the rise, which highlights the unmet need for advances in treatment options. The landscape of treatment for this cancer is rapidly evolving with novel combination strategies including immunotherapy, radiation therapy and biomarker-guided therapy. This review article features an overview of recent advancements in both locoregional and metastatic SCCA. The recent focus on locoregional SCCA management is to tailor treatment according to tumor burden and minimize treatment-related toxicities. Mitomycin plus either infusional 5-fluorouracil (5-FU) or capecitabine is used for first-line chemoradiotherapy (CRT), and intensity-modulated radiotherapy (IMRT) is the preferred modality for radiation for locoregional anal cancer. Locally recurrent disease is managed with surgical resection. Systemic treatment is first-line for metastatic SCCA and immunotherapy with nivolumab and pembrolizumab being included as second-line agents. Current and future clinical trials are evaluating treatments for SCCA including immunotherapy alone or in combination regimens, radiotherapies, targeted treatments and novel agents. Another critical aspect of current research in SCCA is the personalization of CRT and immunotherapies based on molecular characterization and biomarkers such as the programmed death-ligand 1 (PD-L1), epidermal growth factor receptor (EGFR) and circulating tumor DNA.
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Affiliation(s)
- Laxmi Upadhyay
- Department of Medicine, West Virginia University, Morgantown, WV 26506, USA; (L.U.); (M.H.)
| | - Michelle Hartzell
- Department of Medicine, West Virginia University, Morgantown, WV 26506, USA; (L.U.); (M.H.)
| | - Aparna R. Parikh
- Cancer Center, Massachusetts General Hospital, Boston, MA 02114, USA; (A.R.P.); (M.R.S.); (S.K.)
| | - Matthew R. Strickland
- Cancer Center, Massachusetts General Hospital, Boston, MA 02114, USA; (A.R.P.); (M.R.S.); (S.K.)
| | - Samuel Klempner
- Cancer Center, Massachusetts General Hospital, Boston, MA 02114, USA; (A.R.P.); (M.R.S.); (S.K.)
| | - Midhun Malla
- O’Neal Comprehensive Cancer Center, The University of Alabama, Birmingham, AL 35294, USA
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Gong X, Xiong J, Gong Y, Zhang J, Zhang J, Yang G, Chi H, Tian G. Deciphering the role of HPV-mediated metabolic regulation in shaping the tumor microenvironment and its implications for immunotherapy in HNSCC. Front Immunol 2023; 14:1275270. [PMID: 37876923 PMCID: PMC10590915 DOI: 10.3389/fimmu.2023.1275270] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 09/26/2023] [Indexed: 10/26/2023] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC), as a complex and variable malignancy, poses a significant threat to human health. Since the intricate association between HPV and HNSCC emerged, its role within the TME has garnered extensive attention. HPV+HNSCC exhibits distinct immunological characteristics within the TME, intricately intertwined with mechanisms of immune evasion. HPV employs multifaceted pathways to intervene in metabolic regulation within the TME, exerting influence over immune cell functionality and neoplastic cell genesis. Furthermore, the heightened immune reactivity exhibited by HPV+HNSCC within the TME augments responses to immune interventions such as immune checkpoint inhibitors. Therefore, amidst the current limitations of therapeutic approaches, immunotherapy stands as a promising strategy to overcome the conventional confines of treating HNSCC. This article comprehensively outlines the impact of HPV on the inception and progression of HNSCC while discussing the amalgamation of metabolic regulation within the TME and immunotherapeutic strategies. By intervening in the reciprocal interactions between HPV and HNSCC within the TME, the potential to modulate the efficacy of immune-based treatments becomes evident. Concurrently, a synthesis of pertinent biomarker development is summarized. Such endeavors hold paramount significance for personalized therapeutic approaches and the more effective management of HNSCC patients.
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Affiliation(s)
- Xiangjin Gong
- Department of Sports Rehabilitation, Southwest Medical University, Luzhou, China
| | - Jingwen Xiong
- Department of Sports Rehabilitation, Southwest Medical University, Luzhou, China
| | - Yu Gong
- Department of Sports Rehabilitation, Southwest Medical University, Luzhou, China
| | - Jieying Zhang
- First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
| | - Jinhao Zhang
- School of Stomatology, Southwest Medical University, Luzhou, China
| | - Guanhu Yang
- Department of Specialty Medicine, Ohio University, Athens, OH, United States
| | - Hao Chi
- Department of Clinical Medicine, School of Clinical Medicine, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Gang Tian
- Department of Laboratory Medicine, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Department of Laboratory Medicine, Southwest Medical University, Luzhou, China
- Sichuan Province Engineering Technology Research Center of Molecular Diagnosis of Clinical Diseases, Luzhou, China
- Molecular Diagnosis of Clinical Diseases Key Laboratory of Luzhou, Luzhou, China
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41
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Bao J, Betzler AC, Hess J, Brunner C. Exploring the dual role of B cells in solid tumors: implications for head and neck squamous cell carcinoma. Front Immunol 2023; 14:1233085. [PMID: 37868967 PMCID: PMC10586314 DOI: 10.3389/fimmu.2023.1233085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 09/06/2023] [Indexed: 10/24/2023] Open
Abstract
In the tumor milieu of head and neck squamous cell carcinoma (HNSCC), distinct B cell subpopulations are present, which exert either pro- or anti-tumor activities. Multiple factors, including hypoxia, cytokines, interactions with tumor cells, and other immune infiltrating lymphocytes (TILs), alter the equilibrium between the dual roles of B cells leading to cancerogenesis. Certain B cell subsets in the tumor microenvironment (TME) exhibit immunosuppressive function. These cells are known as regulatory B (Breg) cells. Breg cells suppress immune responses by secreting a series of immunosuppressive cytokines, including IL-10, IL-35, TGF-β, granzyme B, and adenosine or dampen effector TILs by intercellular contacts. Multiple Breg phenotypes have been discovered in human and mouse cancer models. However, when compartmentalized within a tertiary lymphoid structure (TLS), B cells predominantly play anti-tumor effects. A mature TLS contains a CD20+ B cell zone with several important types of B cells, including germinal-center like B cells, antibody-secreting plasma cells, and memory B cells. They kill tumor cells via antibody-dependent cytotoxicity and phagocytosis, and local complement activation effects. TLSs are also privileged sites for local T and B cell coordination and activation. Nonetheless, in some cases, TLSs may serve as a niche for hidden tumor cells and indicate a bad prognosis. Thus, TIL-B cells exhibit bidirectional immune-modulatory activity and are responsive to a variety of immunotherapies. In this review, we discuss the functional distinctions between immunosuppressive Breg cells and immunogenic effector B cells that mature within TLSs with the focus on tumors of HNSCC patients. Additionally, we review contemporary immunotherapies that aim to target TIL-B cells. For the development of innovative therapeutic approaches to complement T-cell-based immunotherapy, a full understanding of either effector B cells or Breg cells is necessary.
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Affiliation(s)
- Jiantong Bao
- Department of Otorhinolaryngology and Head & Neck Surgery, University Medical Center Ulm, Head & Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
- School of Medicine, Southeast University, Nanjing, China
| | - Annika C. Betzler
- Department of Otorhinolaryngology and Head & Neck Surgery, University Medical Center Ulm, Head & Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
| | - Jochen Hess
- Department of Otorhinolaryngology, Head and Neck Surgery, Heidelberg University Hospital, Heidelberg, Germany
- Molecular Mechanisms of Head and Neck Tumors, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Cornelia Brunner
- Department of Otorhinolaryngology and Head & Neck Surgery, University Medical Center Ulm, Head & Neck Cancer Center of the Comprehensive Cancer Center Ulm, Ulm, Germany
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Ma B, Guo J, Zhai TT, van der Schaaf A, Steenbakkers RJHM, van Dijk LV, Both S, Langendijk JA, Zhang W, Qiu B, van Ooijen PMA, Sijtsema NM. CT-based deep multi-label learning prediction model for outcome in patients with oropharyngeal squamous cell carcinoma. Med Phys 2023; 50:6190-6200. [PMID: 37219816 DOI: 10.1002/mp.16465] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2022] [Revised: 04/23/2023] [Accepted: 05/01/2023] [Indexed: 05/24/2023] Open
Abstract
BACKGROUND Personalized treatment is increasingly required for oropharyngeal squamous cell carcinoma (OPSCC) patients due to emerging new cancer subtypes and treatment options. Outcome prediction model can help identify low or high-risk patients who may be suitable to receive de-escalation or intensified treatment approaches. PURPOSE To develop a deep learning (DL)-based model for predicting multiple and associated efficacy endpoints in OPSCC patients based on computed tomography (CT). METHODS Two patient cohorts were used in this study: a development cohort consisting of 524 OPSCC patients (70% for training and 30% for independent testing) and an external test cohort of 396 patients. Pre-treatment CT-scans with the gross primary tumor volume contours (GTVt) and clinical parameters were available to predict endpoints, including 2-year local control (LC), regional control (RC), locoregional control (LRC), distant metastasis-free survival (DMFS), disease-specific survival (DSS), overall survival (OS), and disease-free survival (DFS). We proposed DL outcome prediction models with the multi-label learning (MLL) strategy that integrates the associations of different endpoints based on clinical factors and CT-scans. RESULTS The multi-label learning models outperformed the models that were developed based on a single endpoint for all endpoints especially with high AUCs ≥ 0.80 for 2-year RC, DMFS, DSS, OS, and DFS in the internal independent test set and for all endpoints except 2-year LRC in the external test set. Furthermore, with the models developed, patients could be stratified into high and low-risk groups that were significantly different for all endpoints in the internal test set and for all endpoints except DMFS in the external test set. CONCLUSION MLL models demonstrated better discriminative ability for all 2-year efficacy endpoints than single outcome models in the internal test and for all endpoints except LRC in the external set.
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Affiliation(s)
- Baoqiang Ma
- Department of Radiation Oncology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Jiapan Guo
- Department of Radiation Oncology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Machine Learning Lab, Data Science Centre in Health (DASH), University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, Groningen, the Netherlands
| | - Tian-Tian Zhai
- Department of Radiation Oncology, Cancer Hospital of Shantou University Medical College, Shantou, China
| | - Arjen van der Schaaf
- Department of Radiation Oncology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Roel J H M Steenbakkers
- Department of Radiation Oncology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Lisanne V van Dijk
- Department of Radiation Oncology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Centre, Houston, Texas, USA
| | - Stefan Both
- Department of Radiation Oncology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Johannes A Langendijk
- Department of Radiation Oncology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Weichuan Zhang
- Institute for Integrated and Intelligent Systems, Griffith University, Queensland, Australia
| | - Bingjiang Qiu
- Department of Radiation Oncology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Machine Learning Lab, Data Science Centre in Health (DASH), University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Peter M A van Ooijen
- Department of Radiation Oncology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
- Machine Learning Lab, Data Science Centre in Health (DASH), University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Nanna M Sijtsema
- Department of Radiation Oncology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
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Ma B, Guo J, Chu H, van Dijk LV, van Ooijen PM, Langendijk JA, Both S, Sijtsema NM. Comparison of computed tomography image features extracted by radiomics, self-supervised learning and end-to-end deep learning for outcome prediction of oropharyngeal cancer. Phys Imaging Radiat Oncol 2023; 28:100502. [PMID: 38026084 PMCID: PMC10663809 DOI: 10.1016/j.phro.2023.100502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 10/02/2023] [Accepted: 10/17/2023] [Indexed: 12/01/2023] Open
Abstract
Background and purpose To compare the prediction performance of image features of computed tomography (CT) images extracted by radiomics, self-supervised learning and end-to-end deep learning for local control (LC), regional control (RC), locoregional control (LRC), distant metastasis-free survival (DMFS), tumor-specific survival (TSS), overall survival (OS) and disease-free survival (DFS) of oropharyngeal squamous cell carcinoma (OPSCC) patients after (chemo)radiotherapy. Methods and materials The OPC-Radiomics dataset was used for model development and independent internal testing and the UMCG-OPC set for external testing. Image features were extracted from the Gross Tumor Volume contours of the primary tumor (GTVt) regions in CT scans when using radiomics or a self-supervised learning-based method (autoencoder). Clinical and combined (radiomics, autoencoder or end-to-end) models were built using multivariable Cox proportional-hazard analysis with clinical features only and both clinical and image features for LC, RC, LRC, DMFS, TSS, OS and DFS prediction, respectively. Results In the internal test set, combined autoencoder models performed better than clinical models and combined radiomics models for LC, RC, LRC, DMFS, TSS and DFS prediction (largest improvements in C-index: 0.91 vs. 0.76 in RC and 0.74 vs. 0.60 in DMFS). In the external test set, combined radiomics models performed better than clinical and combined autoencoder models for all endpoints (largest improvements in LC, 0.82 vs. 0.71). Furthermore, combined models performed better in risk stratification than clinical models and showed good calibration for most endpoints. Conclusions Image features extracted using self-supervised learning showed best internal prediction performance while radiomics features have better external generalizability.
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Affiliation(s)
- Baoqiang Ma
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Jiapan Guo
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Machine Learning Lab, Data Science Center in Health (DASH), Groningen, Netherlands
- Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence , University of Groningen, Groningen, Netherlands
| | - Hung Chu
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Machine Learning Lab, Data Science Center in Health (DASH), Groningen, Netherlands
- Center for Information Technology, University of Groningen ,Groningen, Netherlands
| | - Lisanne V. van Dijk
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX USA
| | - Peter M.A. van Ooijen
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Machine Learning Lab, Data Science Center in Health (DASH), Groningen, Netherlands
| | - Johannes A. Langendijk
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Stefan Both
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Nanna M. Sijtsema
- Department of Radiation Oncology, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
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Pu T, Peddle A, Zhu J, Tejpar S, Verbandt S. Neoantigen identification: Technological advances and challenges. Methods Cell Biol 2023; 183:265-302. [PMID: 38548414 DOI: 10.1016/bs.mcb.2023.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2024]
Abstract
Neoantigens have emerged as promising targets for cutting-edge immunotherapies, such as cancer vaccines and adoptive cell therapy. These neoantigens are unique to tumors and arise exclusively from somatic mutations or non-genomic aberrations in tumor proteins. They encompass a wide range of alterations, including genomic mutations, post-transcriptomic variants, and viral oncoproteins. With the advancements in technology, the identification of immunogenic neoantigens has seen rapid progress, raising new opportunities for enhancing their clinical significance. Prediction of neoantigens necessitates the acquisition of high-quality samples and sequencing data, followed by mutation calling. Subsequently, the pipeline involves integrating various tools that can predict the expression, processing, binding, and recognition potential of neoantigens. However, the continuous improvement of computational tools is constrained by the availability of datasets which contain validated immunogenic neoantigens. This review article aims to provide a comprehensive summary of the current knowledge as well as limitations in neoantigen prediction and validation. Additionally, it delves into the origin and biological role of neoantigens, offering a deeper understanding of their significance in the field of cancer immunotherapy. This article thus seeks to contribute to the ongoing efforts to harness neoantigens as powerful weapons in the fight against cancer.
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Affiliation(s)
- Ting Pu
- Digestive Oncology Unit, KULeuven, Leuven, Belgium
| | | | - Jingjing Zhu
- de Duve Institute, Université catholique de Louvain, Brussels, Belgium
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Corey L, Wallbillich JJ, Wu S, Farrell A, Hodges K, Xiu J, Nabhan C, Guastella A, Kheil M, Gogoi R, Winer I, Bandyopadhyay S, Huang M, Jones N, Wilhite A, Karnezis A, Thaker P, Herzog TJ, Oberley M, Korn WM, Vezina A, Morris R, Ali-Fehmi R. The Genomic Landscape of Vulvar Squamous Cell Carcinoma. Int J Gynecol Pathol 2023; 42:515-522. [PMID: 37131274 PMCID: PMC10417246 DOI: 10.1097/pgp.0000000000000950] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Vulvar squamous cell cancer (VSC) accounts for 90% of vulvar cancers. Next-generation sequencing studies of VSC imply human papillomavirus (HPV) and p53 status play separate roles in carcinogenesis and prognosis. We sought to describe the genomic landscape and analyze the immunologic profiles of VSC with respect to HPV and p53 status. A total of 443 VSC tumors underwent tumor profiling. Next-generation sequencing was performed on genomic DNA isolated from formalin-fixed paraffin-embedded tumor samples. PD-L1, microsatellite instability were tested by fragment analysis, IHC, and next-generation sequencing. Tumor mutational burden-high was defined as >10 mutations per MB. HPV 16/18 positive (HPV+) status was determined using whole exome sequencing on 105 samples. Three cohorts were identified from 105 samples with known HPV: HPV+, HPV-/p53wt, and HPV-/p53mt. Where HPV and p53 status were examined, TP53 mutations were exclusive of HPV+ tumors. In all, 37% of samples were HPV+. Among the 66 HPV- tumors, 52 (78.8%) were HPV-/p53mt and 14 (21.2%) were HPV-/p53wt. The HPV-/p53wt cohort had a higher rate of mutations in the PI3KCA gene (42.9% HPV-/p53wt vs 26.3% HPV+ vs. 5.8% HPV-/p53mt, q =0.028) and alterations in the PI3K/AkT/mTOR pathway (57.1% HPV-/p53wt vs. 34.2% HPV+ vs. 7.7% HPV-/p53mt, q =0.0386) than the other 2 cohorts. Ninety-eight VSC tumors with HPV16/18 information underwent transcriptomic analysis and immune deconvolution method. No differences were observed in immune profiles. The HPV-/p53wt VSC tumors had significantly higher rates of mutations in the PI3KCA gene and alterations in the PI3K/AkT/mTOR pathway, a potential target that merits further investigation in this subgroup.
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Yin LX, Rivera M, Garcia JJ, Bartemes KR, Lewis DB, Lohse CM, Routman DM, Ma DJ, Moore EJ, Van Abel KM. Impact of Tumor-Infiltrating Lymphocytes on Disease Progression in Human Papillomavirus-Related Oropharyngeal Carcinoma. Otolaryngol Head Neck Surg 2023; 169:539-547. [PMID: 36939471 DOI: 10.1002/ohn.249] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Revised: 11/13/2022] [Accepted: 12/17/2022] [Indexed: 01/31/2023]
Abstract
OBJECTIVE We aim to explore the prognostic value of tumor-infiltrating lymphocytes (TILs) in the primary tumor and metastatic lymph nodes of patients with HPV(+)OPSCC. We hypothesize that TILS density at both sites is associated with disease-free survival in HPV(+)OPSCC. STUDY DESIGN Matched case-control study among HPV(+)OPSCC patients who underwent intent-to-cure surgery. Cases developed locoregional or distant recurrence. Controls were matched based on age, sex, pathologic T, N, and overall stage, year of surgery, type of adjuvant treatment received, and the Adult Comorbidity Evaluation-27 (ACE-27) score. SETTING Single tertiary care center, May 2007 to December 2016. METHODS Tumoral TILs (tTILs) density was defined as % TILs; stromal TILs (sTILs) density was defined as absent/sparse or moderate/dense crowding. Associations between TILs and time to disease progression were assessed using Cox regression models. RESULTS Forty-four case-control pairs (N = 88) were included: 42 (48%) AJCC pStage I, 39 (44%) pStage II, and 7 (8%) pStage III. tTILs density ≥10% (hazard ratio [HR] 0.41, 95% confidence interval [CI] 0.17-0.99, p = .048) and a moderate/dense sTILs density (HR 0.21, 95% CI 0.06-0.75, p = .016) in the primary tumor were significantly associated with decreased risk of progression. TILs density in the lymph node was associated with decreased risk of progression but did not reach statistical significance. The tTILs and sTILs density correlated strongly between the primary tumor and lymph node. Concordance between the pathologists' was moderate (60%-70%). CONCLUSIONS In HPV(+)OPSCC, a higher density of tumoral and stromal TILs in the primary tumor and possibly the lymph node may predict a lower risk of disease progression.
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Affiliation(s)
- Linda X Yin
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Michael Rivera
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Joaquin J Garcia
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Kathleen R Bartemes
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Derrick B Lewis
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Christine M Lohse
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - David M Routman
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Daniel J Ma
- Department of Radiation Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Eric J Moore
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Kathryn M Van Abel
- Department of Otolaryngology-Head and Neck Surgery, Mayo Clinic, Rochester, Minnesota, USA
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Fujita Y, Fukuda Y, Sanuki F, Irei I, Monobe Y, Uno M, Akisada T, Shimoya K, Hara H, Moriya T. Protease-Activated Receptor 1 (PAR1) Expression Contributes to HPV-Associated Oropharyngeal Cancer Prognosis. Head Neck Pathol 2023; 17:658-672. [PMID: 37486532 PMCID: PMC10514014 DOI: 10.1007/s12105-023-01567-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 06/17/2023] [Indexed: 07/25/2023]
Abstract
BACKGROUND Human papillomavirus (HPV)-associated oropharyngeal cancer occasionally has a poor prognosis, making prognostic risk stratification crucial. Protease-activated receptor-1 (PAR1) is involved in carcinogenesis, and its expression is regulated by alpha-arrestin domain-containing protein 3 (ARRDC3). It is also involved in the tumor microenvironment. We sought to evaluate the predictive ability of PAR1, ARRDC3, and tumor-infiltrating lymphocyte (TIL) scores in patients with oropharyngeal, hypopharyngeal, and uterine cervical cancers, serving as comparators for HPV-associated oropharyngeal cancer. METHODS Immunohistochemical analysis of p16, ARRDC3, and PAR1 expression was performed on 79 oropharyngeal, 44 hypopharyngeal, and 42 uterine cervical cancer samples. The TIL scores were assessed and classified into the following groups based on invasion: low: 0-10%, medium: 20-40%, and high: > 50%. For prognostic analysis, the three groups were evaluated by dividing them into low, medium, and high categories, or alternatively into two groups using the median value as the cutoff. RESULTS p16 was expressed in 44 (56%) oropharyngeal, 8 (18%) hypopharyngeal, and all uterine cervical cancer samples. ARRDC3 was detected in 39 (49%) oropharyngeal, 25 (57%) hypopharyngeal, and 23 (55%) uterine cervical cancer samples. PAR1 was expressed in 45 (57%) oropharyngeal, 22 (50%) hypopharyngeal, and 22 (50%) uterine cervical cancer samples. Patients diagnosed with p16-positive oropharyngeal cancer had a substantially improved prognosis compared to those diagnosed with p16-negative cancer. The PAR1-negative cases had a considerably improved prognosis compared to the positive cases (disease-specific survival [DSS] and -negative cases (disease-free survival [DFS]). Multivariate analysis revealed that ARRDC3-positive cases had an appreciably better DSS prognosis than patients with p16-negative oropharyngeal cancers. PAR1-positive patients among patients with p16-positive oropharyngeal cancer had a poor prognosis. With respect to DFS, patients with PAR1-positive and p16-negative oropharyngeal cancer had a 35-fold higher recurrence rate than those with PAR1-negative and p16-negative oropharyngeal cancer. CONCLUSION Our results suggest that PAR1 expression affects the prognosis and recurrence rate of HPV-associated oropharyngeal cancer.
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Affiliation(s)
- Yoshinori Fujita
- Department of Pathology, Kawasaki Medical University, 577 Matsushima, Kurashiki, Okayama, 701-0192, Japan
- Department of Otolaryngology, Head and Neck Surgery, Kawasaki Medical University, Kurashiki, Okayama, Japan
| | - Yujiro Fukuda
- Department of Otolaryngology, Head and Neck Surgery, Kawasaki Medical University, Kurashiki, Okayama, Japan
| | - Fumiaki Sanuki
- Department of Pathology, Kawasaki Medical University, 577 Matsushima, Kurashiki, Okayama, 701-0192, Japan
| | - Isao Irei
- Department of Pathology, Kawasaki Medical University, 577 Matsushima, Kurashiki, Okayama, 701-0192, Japan
| | - Yasumasa Monobe
- Department of Pathology, Kawasaki Medical University, 577 Matsushima, Kurashiki, Okayama, 701-0192, Japan
| | - Masako Uno
- Department of Otolaryngology, Head and Neck Surgery, Kawasaki Medical University, Kurashiki, Okayama, Japan
| | - Takeshi Akisada
- Department of Otolaryngology, Head and Neck Surgery, Kawasaki Medical University, Kurashiki, Okayama, Japan
| | - Koichiro Shimoya
- Department of Obstetrics and Gynecology, Kawasaki Medical University, Kurashiki, Okayama, Japan
| | - Hirotaka Hara
- Department of Otolaryngology, Head and Neck Surgery, Kawasaki Medical University, Kurashiki, Okayama, Japan
| | - Takuya Moriya
- Department of Pathology, Kawasaki Medical University, 577 Matsushima, Kurashiki, Okayama, 701-0192, Japan.
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Brummel K, Eerkens AL, de Bruyn M, Nijman HW. Prognostic benefit of TILs independent of clinicopathological and molecular factors. Br J Cancer 2023; 129:737-738. [PMID: 37443345 PMCID: PMC10449827 DOI: 10.1038/s41416-023-02335-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 05/15/2023] [Accepted: 06/19/2023] [Indexed: 07/15/2023] Open
Affiliation(s)
- Koen Brummel
- Department of Obstetrics and Gynecology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Anneke L Eerkens
- Department of Obstetrics and Gynecology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Marco de Bruyn
- Department of Obstetrics and Gynecology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Hans W Nijman
- Department of Obstetrics and Gynecology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
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Stoiber S, Brkic FF, Maier T, Schnoell J, Gurnhofer E, Heiduschka G, Kadletz-Wanke L, Kenner L. β-CATENIN is a positive prognostic marker for HPV-positive head and neck squamous cell carcinoma. J Cancer Res Clin Oncol 2023; 149:7743-7750. [PMID: 37010585 PMCID: PMC10374714 DOI: 10.1007/s00432-023-04712-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 03/18/2023] [Indexed: 04/04/2023]
Abstract
PURPOSE The evolutionary-conserved Wnt/β-CATENIN (WBC) pathway has been implicated in the pathogenesis of different solid malignant tumors. We evaluated the prognostic relevance of β-CATENIN, a pivotal mediator of WBC activation, in patients with human papillomavirus (HPV)-positive head and neck squamous cell carcinoma (HNSCC). METHODS We analyzed if patients with HPV-positive HNSCC from the "The Cancer Genome Atlas" (TCGA cohort, n = 41) can be stratified based on their CTNNB1 mRNA expression. Moreover, in a tissue microarray (TMA) of primary tumor sections from HPV-positive HNSCC patients treated in a tertiary academic center (in-house cohort, n = 31), we evaluated the prognostic relevance of β-CATENIN expression on protein level. RESULTS In silico mining of CTNNB1 expression in HPV-positive HNSCC revealed that high CTNNB1 expression was linked to better overall survival (OS, p = 0.062). Moreover, high β-CATENIN expression was significantly associated with a better OS in our in-house cohort (p = 0.035). CONCLUSION Based on these findings, we postulate that β-CATENIN expression could serve (potentially in conjunction with other WBC pathway members) as a marker for better survival outcomes in patients with HPV-positive HNSCC. However, it is evident that future studies on bigger cohorts are warranted.
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Affiliation(s)
- Stefan Stoiber
- Department of Pathology, Medical University of Vienna, Vienna, Austria
- Christian Doppler Laboratory for Applied Metabolomics, Vienna, Austria
| | - Faris F. Brkic
- Department of Otorhinolaryngology and Head and Neck Surgery, Medical University of Vienna, Vienna, Austria
| | - Tobias Maier
- Department of Otorhinolaryngology and Head and Neck Surgery, Medical University of Vienna, Vienna, Austria
| | - Julia Schnoell
- Department of Otorhinolaryngology and Head and Neck Surgery, Medical University of Vienna, Vienna, Austria
| | | | - Gregor Heiduschka
- Department of Otorhinolaryngology and Head and Neck Surgery, Medical University of Vienna, Vienna, Austria
| | - Lorenz Kadletz-Wanke
- Department of Otorhinolaryngology and Head and Neck Surgery, Medical University of Vienna, Vienna, Austria
| | - Lukas Kenner
- Department of Pathology, Medical University of Vienna, Vienna, Austria
- Christian Doppler Laboratory for Applied Metabolomics, Vienna, Austria
- Unit of Laboratory Animal Pathology, University of Veterinary Medicine, Vienna, Austria
- CBmed GmbH—Center for Biomarker Research in Medicine, Graz, Austria
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Chen AM. De-escalated radiation for human papillomavirus virus-related oropharyngeal cancer: evolving paradigms and future strategies. Front Oncol 2023; 13:1175578. [PMID: 37576899 PMCID: PMC10413127 DOI: 10.3389/fonc.2023.1175578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 05/25/2023] [Indexed: 08/15/2023] Open
Abstract
The incidence of human papillomavirus (HPV)-associated oropharyngeal squamous cell carcinoma has increased dramatically in recent years reaching epidemic-like proportions. Data has emerged not only showing that these cancers are a unique entity with distinct molecular characteristics but that they also have a significantly improved prognosis as a result of their exquisite radiosensitivity compared to their HPV-negative counterparts. This, it has been increasingly suggested that these tumors can be targeted with de-escalated approaches using reduced doses of radiation. The overriding goal of de-escalation is to maintain the high cure and survival rates associated with traditional approaches while reducing the incidence of both short- and long-term toxicity. Although the exact reason for the improved radiosensitivity of HPV-positive oropharyngeal carcinoma is unclear, prospective studies have now been published demonstrating that de-escalated radiation can successfully maintain the high rates of cure and preserve quality of life for appropriately selected patients with this disease. However, these studies have been complicated by such factors as the relatively limited sample sizes, as well as the variability in treatment, inclusion criteria, and follow-up. As the data continues to mature on de-escalation, it is unquestionable that treatment paradigms for this disease will evolve. The ongoing quest to define a standard regimen comprises the subject of this review.
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Affiliation(s)
- Allen M. Chen
- Department of Radiation Oncology, Chao Family Comprehensive Cancer Center, School of Medicine, University of California- Irvine, Irvine, CA, United States
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