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Cao S, Asad Ayoubi M. HPV-unrelated oropharyngeal cancer has elevated risk of synchronous hepatobiliary second primary malignancies compared to HPV-related oropharyngeal cancer: a population-based study from SEER. Cancer Epidemiol 2025; 97:102826. [PMID: 40250084 DOI: 10.1016/j.canep.2025.102826] [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: 12/23/2024] [Revised: 04/04/2025] [Accepted: 04/11/2025] [Indexed: 04/20/2025]
Abstract
BACKGROUND Our aim was to compare risk of synchronous and metachronous hepatobiliary second primary malignancies (SPMs) in survivors of human papillomavirus (HPV)-related [i.e., p16(+)] and HPV-unrelated [i.e., p16(-)] oropharyngeal cancer (OPC). METHODS A retrospective study was conducted for cases with OPC diagnosis during years 2018-2021 who had known p16 status using data of USA from Surveillance, Epidemiology, and End Results (SEER) Program [Incidence - SEER Research Limited-Field Data, 22 Registries (excl IL and MA), Nov 2023 Sub (2000-2021)]. In the statistical analyses, death was considered as a competing event for the development of a hepatobiliary SPM. Bias due to unbalanced baseline characteristics was eliminated by adjustments using propensity score and inverse probability of treatment weighting (IPTW). Risk of development of a hepatobiliary SPM was assessed using propensity-score-adjusted time-varying Cox proportional hazard regression [adjusted hazard ratio (aHR) with 95 % confidence interval (95 % CI)]. RESULTS Overall, 25759 cases with tumor status of p16(-) (6353) and p16(+) (19406) with median (interquartile range) follow-up times of 14 (6, 26) and 20 (9, 32) months, respectively, were included. From these, 48 had a hepatobiliary SPM. Compared to HPV-related OPC, HPV-unrelated OPC had significantly elevated risk of synchronous all hepatobiliary SPMs [aHR= 2.39 (95 % CI, 1.11-5.15); P = 0.026] and synchronous hepatocellular carcinoma (HCC) SPM [aHR= 2.86 (95 % CI, 1.18-6.92); P = 0.020], but not metachronous ones. Curves of cumulative incidence of a hepatobiliary (or HCC) SPM and cumulative survival probability for those with a hepatobiliary SPM, both stratified by p16 status and adjusted by IPTW, were generated. The median survival time among patients with a hepatobiliary SPM was shorter for HPV-unrelated OPC (0.8 years) compared to HPV-related OPC (2.6 years). CONCLUSION The observed elevated risk was likely due to heavy alcohol and tobacco use and the protective role of HPV infection against HCC development in carriers of hepatitis C virus.
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Affiliation(s)
- Shaopan Cao
- The Third Bethune Hospital of Jilin University, No. 2519 Jiefang Road, Chaoyang District, Changchun City, Jilin Province postal code: 130026, China.
| | - Mehran Asad Ayoubi
- Alumni Network, Lund University, Stora Algatan 4, Lund postal code: 223 50, Sweden.
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Zhang Y, Qiu K, Ren J, Zhao Y, Cheng P. Roles of human papillomavirus in cancers: oncogenic mechanisms and clinical use. Signal Transduct Target Ther 2025; 10:44. [PMID: 39856040 PMCID: PMC11760352 DOI: 10.1038/s41392-024-02083-w] [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: 07/24/2024] [Revised: 10/19/2024] [Accepted: 11/24/2024] [Indexed: 01/27/2025] Open
Abstract
Human papillomaviruses, particularly high-risk human papillomaviruses, have been universally considered to be associated with the oncogenesis and progression of various cancers. The genome of human papillomaviruses is circular, double-stranded DNA that encodes early and late proteins. Each of the proteins is of crucial significance in infecting the epithelium of host cells persistently and supporting viral genome integrating into host cells. Notably, E6 and E7 proteins, classified as oncoproteins, trigger the incidence of cancers by fostering cell proliferation, hindering apoptosis, evading immune surveillance, promoting cell invasion, and disrupting the balance of cellular metabolism. Therefore, targeting human papillomaviruses and decoding molecular mechanisms by which human papillomaviruses drive carcinogenesis are of great necessity to better treat human papillomaviruses-related cancers. Human papillomaviruses have been applied clinically to different facets of human papillomavirus-related cancers, including prevention, screening, diagnosis, treatment, and prognosis. Several types of prophylactic vaccines have been publicly utilized worldwide and have greatly decreased the occurrence of human papillomavirus-related cancers, which have benefited numerous people. Although various therapeutic vaccines have been developed and tested clinically, none of them have been officially approved to date. Enhancing the efficacy of vaccines and searching for innovative technologies targeting human papillomaviruses remain critical challenges that warrant continuous research and attention in the future.
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Affiliation(s)
- Yu Zhang
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Ke Qiu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
- Department of Otolaryngology-Head & Neck Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Jianjun Ren
- Department of Otolaryngology-Head & Neck Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China.
| | - Yu Zhao
- Department of Otolaryngology-Head & Neck Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China.
| | - Ping Cheng
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China.
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3
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Zhang Z, Xing Y, Gong T, Li W, Zhang S, Wei L. Impact of HIV on HPV-related cancers in men who have sex with men: a review. Front Cell Infect Microbiol 2025; 14:1428491. [PMID: 39902182 PMCID: PMC11788171 DOI: 10.3389/fcimb.2024.1428491] [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: 05/06/2024] [Accepted: 12/23/2024] [Indexed: 02/05/2025] Open
Abstract
Co-infection with human immunodeficiency virus (HIV) significantly increases the incidence of human papillomavirus (HPV) infection and HPV-related cancers among men who have sex with men (MSM). Conversely, HPV infection can also influence HIV acquisition rates. HIV-induced immune suppression may affect chromosomal stability, gene expression, protein function and other molecular components in MSM with HPV-related cancers. Additionally, HIV infection also alters cellular mechanisms by compromising immune responses and epithelial integrity. In this review, we reviewed the influence of HIV on specific HPV-related cancers in MSM, including oropharyngeal squamous cell carcinoma, penile cancer, and anal cancer. We integrated epidemiological data from the past five years and discussed diagnosis and treatment strategies. Overall, our review offers crucial insights into the underlying molecular and cellular mechanisms of these co-infection MSM patients. Our review aims to assist future research in developing effective treatment strategies for MSM with HIV/HPV co-infection.
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Affiliation(s)
- Zixuan Zhang
- National Clinical Research Center for Infectious Diseases, The Third People’s Hospital of Shenzhen, The Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
- School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Yuying Xing
- National Clinical Research Center for Infectious Diseases, The Third People’s Hospital of Shenzhen, The Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
- School of Medicine, Southern University of Science and Technology, Shenzhen, China
| | - Tingdan Gong
- National Clinical Research Center for Infectious Diseases, The Third People’s Hospital of Shenzhen, The Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
| | - Wanlin Li
- National Clinical Research Center for Infectious Diseases, The Third People’s Hospital of Shenzhen, The Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
| | - Siwei Zhang
- National Clinical Research Center for Infectious Diseases, The Third People’s Hospital of Shenzhen, The Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
| | - Lanlan Wei
- National Clinical Research Center for Infectious Diseases, The Third People’s Hospital of Shenzhen, The Second Hospital Affiliated to Southern University of Science and Technology, Shenzhen, China
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Elmi M, Dass JH, Dass CR. Current treatments for oropharyngeal squamous cell carcinoma and the move towards molecular therapy. J Pharm Pharmacol 2024; 76:1552-1562. [PMID: 39137149 DOI: 10.1093/jpp/rgae107] [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: 03/21/2024] [Accepted: 07/25/2024] [Indexed: 08/15/2024]
Abstract
OBJECTIVES In this review, we discuss oropharyngeal squamous cell carcinoma (OPSCC) treatment options with a focus on the molecular mechanisms of OPSCC in head and neck squamous cell carcinoma (HNSCC) and head and neck cancers (HNCs). Treatment can be radical intent (aim for cure) or palliative intent (aim for disease control and symptom management). OPSCC is a prominent subset of HNSCCs in Australia and the Western World. METHOD We looked at the current conventional treatment options with an overview of recent advances and future endeavours. KEY FINDINGS We identified that radiotherapy is the primary management for OPSCC in most countries, including the USA, UK, NZ, and Australia. In contrast, surgery is only considered for superficial OPSCC or neck surgery. If surgery is incomplete, then definitive management still requires radiotherapy. CONCLUSION Molecular therapy is largely at the preclinical stage, with cetuximab, nivolumab, pembrolizumab, Lenvatinib, and bevacizumab being tested clinically currently.
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Affiliation(s)
- Mitra Elmi
- Curtin Medical School, Curtin University, Perth, WA, Australia
- Curtin Health Innovation Research Institute, Perth, WA, Australia
| | - Joshua H Dass
- Curtin Medical School, Curtin University, Perth, WA, Australia
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Perth, WA, Australia
| | - Crispin R Dass
- Curtin Medical School, Curtin University, Perth, WA, Australia
- Curtin Health Innovation Research Institute, Perth, WA, Australia
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Naranbhai A, Afrogheh A, O’Hagan S, Grobbelaar J, van Rensburg LJ. The radiological features of HPV-positive vs HPV-negative OPSCC at a South African hospital. SA J Radiol 2024; 28:2976. [PMID: 39650704 PMCID: PMC11621980 DOI: 10.4102/sajr.v28i1.2976] [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: 07/03/2024] [Accepted: 08/29/2024] [Indexed: 12/11/2024] Open
Abstract
Background Studies have found that, at presentation, human papillomavirus (HPV)-positive oropharyngeal squamous cell carcinoma (OPSCC) has a less advanced primary tumour, more advanced lymph node spread and commonly has cystic metastatic lymph nodes in comparison to HPV-negative OPSCC. Objectives To compare the radiological features of HPV-positive and HPV-negative OPSCC in South African patients. Method A retrospective cross-sectional study was conducted at a large South African hospital. Eligibility required a histologically proven OPSCC between 2007 and 2023; a p16 antigen test and, if positive, a confirmatory HPV DNA PCR test and a baseline pre-treatment contrast enhanced neck CT scan. All eligible HPV-positive OPSCC patients and a random sample of eligible HPV-negative OPSCC patients were enrolled. Results Twenty-one HPV-positive and 55 HPV-negative OPSCC patients were recruited. There was no statistically significant difference in the tumour epicentre location, local advancement (≥ T3 in 67% and 71%, respectively, p = 0.54), mean primary tumour size (41 mm vs. 39 mm, p = 0.73), lymph node spread (bilateral or more in 67% vs. 82%, p = 0.22) or morphologically cystic lymph nodes (10% and 4%, p = 0.61). Conclusion There was no statistically significant difference in the CT imaging appearances of HPV-positive and HPV-negative OPSCC in the studied sample of South African patients. Contribution This study documents the radiological features of OPSCC in a small South African sample population, where HPV-positive and HPV-negative OPSCC could not be distinguished on CT criteria and did not display the classic features described in the literature.
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Affiliation(s)
- Anand Naranbhai
- Department of Medical Imaging and Clinical Oncology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Amir Afrogheh
- Department of Oral and Maxillofacial Pathology, National Health Laboratory Service and University of the Western Cape, Cape Town, South Africa
- Division of Anatomical Pathology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Suzanne O’Hagan
- Department of Medical Imaging and Clinical Oncology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Johan Grobbelaar
- Department of Surgical Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Leon Janse van Rensburg
- Department of Medical Imaging and Clinical Oncology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Department of Radiology and Diagnostics, Faculty of Dentistry, University of the Western Cape, Cape Town, South Africa
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Consalvo F, De Simone M, Scarpa A, Acerra A, Salzano FA, Fineschi V, Santurro A. Challenges and Complications in the Management of Advanced Oropharyngeal Carcinoma: Role of Post-Mortem Diagnosis and Future Perspectives. J Clin Med 2024; 13:5198. [PMID: 39274413 PMCID: PMC11396599 DOI: 10.3390/jcm13175198] [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: 08/09/2024] [Revised: 08/30/2024] [Accepted: 08/31/2024] [Indexed: 09/16/2024] Open
Abstract
Oropharyngeal squamous-cell carcinoma (OPSCC) poses significant challenges in diagnosis, treatment, and management and has important medico-legal and forensic implications. In particular, the management of OPSCC and its treatment-related complications can often be challenging. In cases with advanced OPSCC, a loco-regional extension of the tumor can contribute to the destruction of oral cavity tissues, while the radiotherapy treatment can induce profound changes in tissue morphology and structure. These changes, which resemble tumor neoplasms and endovascular effects, are related to a higher risk of fatal bleeding, as reported in the case study illustrated, in which a hemorrhage occurred from a lingual artery, originating from an ulcerative, necrotic, hemorrhagic lesion on the tongue. Bleeding complications in OPSCC and prolonged radiotherapy are associated with high mortality and require comprehensive management strategies to improve survival and quality of life. Autopsy investigations, contributing to the definition of post-mortem diagnosis, can provide valuable insights into the pathogenetic mechanisms underlying bleeding and guide therapeutic decisions and preventive measures. The integration of autopsy and histopathological investigation into clinical practice should be considered as a necessary support to optimize the management of complications in advanced OPSCC patients, emphasizing the importance of a patient-centered approach and continued research.
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Affiliation(s)
- Francesca Consalvo
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy; (F.C.); (A.A.); (F.A.S.); (A.S.)
- BrainLab s.r.l., Mercato San Severino, 84085 Salerno, Italy
- Unit of Legal Medicine, University Hospital “San Giovanni di Dio e Ruggi D’Aragona”, 84081 Salerno, Italy
| | - Matteo De Simone
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy; (F.C.); (A.A.); (F.A.S.); (A.S.)
- BrainLab s.r.l., Mercato San Severino, 84085 Salerno, Italy
| | - Alfonso Scarpa
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy; (F.C.); (A.A.); (F.A.S.); (A.S.)
| | - Alfonso Acerra
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy; (F.C.); (A.A.); (F.A.S.); (A.S.)
- Unit of Otolaryngology, University Hospital “San Giovanni di Dio e Ruggi, D’Aragona”, 84081 Salerno, Italy
| | - Francesco Antonio Salzano
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy; (F.C.); (A.A.); (F.A.S.); (A.S.)
- Unit of Otolaryngology, University Hospital “San Giovanni di Dio e Ruggi, D’Aragona”, 84081 Salerno, Italy
| | - Vittorio Fineschi
- Department of Anatomical, Histological, Forensic and Orthopaedic Sciences, Sapienza University of Rome, 00161 Rome, Italy;
| | - Alessandro Santurro
- Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Salerno, Italy; (F.C.); (A.A.); (F.A.S.); (A.S.)
- Unit of Legal Medicine, University Hospital “San Giovanni di Dio e Ruggi D’Aragona”, 84081 Salerno, Italy
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Kalavacherla S, Poulhazan S, Funk E, Sacco AG, Guo T. Sex-Specific Survival and Treatment Delay in Oropharyngeal Squamous Cell Carcinoma. Otolaryngol Head Neck Surg 2024; 171:764-776. [PMID: 38678390 DOI: 10.1002/ohn.795] [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: 01/05/2024] [Revised: 03/28/2024] [Accepted: 04/07/2024] [Indexed: 04/30/2024]
Abstract
OBJECTIVE As the majority of oropharyngeal squamous cell carcinoma (OPSCC) is diagnosed in males, outcomes among females are not well-characterized. We identify sex-specific factors in OPSCC to refine female prognostication. STUDY DESIGN Retrospective cohort. SETTING National Cancer Database (NCDB). METHODS OPSCC cases from the 2004 to 2019 NCDB were identified. Sociodemographic, clinical, and treatment characteristics (including timing between diagnosis and treatment administration) were compared between sexes. Multivariable Cox proportional hazard regression models were constructed to characterize survival in overall and female-only cohorts. Similar multivariable binomial logistic regression and survival models were constructed to assess odds of treatment delays and their effects on survival, respectively. RESULTS A total of 192,973 OPSCC patients were identified; 36,695 (19%) were female. Females had more human papillomavirus (HPV) negative, lower clinical T and N stage, and higher comorbidity disease. Females experienced lower survival in HPV negative (hazard ratio, HR = 1.11, P < .001) but not HPV-positive disease. Females were more likely to have any treatment initiated over the median of 28 days (odds ratio, OR = 1.04, P = .014) or delays in adjuvant radiotherapy initiation over 6 weeks (OR = 1.11, P = .032). Treatment delay over 60 days (HR = 1.17, P = .016) and delay in adjuvant therapy initiation (HR = 1.24, P = .02) were associated with worse survival among females. CONCLUSION In one of the largest analyses of OPSCC, females had poorer survival than males, specifically in HPV-negative disease, despite presentation with less advanced disease. Notably, delays in any treatment initiation and adjuvant radiotherapy initiation were more likely in HPV-negative women and associated with worse survival, highlighting potential systemic weaknesses contributing to poor prognosis among females.
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Affiliation(s)
- Sandhya Kalavacherla
- Department of Otolaryngology-Head and Neck Surgery, UC San Diego Health, La Jolla, California, USA
| | - Solene Poulhazan
- Moores Cancer Center, UC San Diego Health, La Jolla, California, USA
| | - Emily Funk
- Department of Otolaryngology-Head and Neck Surgery, UC San Diego Health, La Jolla, California, USA
- Department of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University Hospital, Philadelphia, Pennsylvania, USA
| | - Assuntina G Sacco
- Moores Cancer Center, UC San Diego Health, La Jolla, California, USA
- Department of Internal Medicine, Division of Hematology-Oncology, UC San Diego Health, La Jolla, California, USA
| | - Theresa Guo
- Department of Otolaryngology-Head and Neck Surgery, UC San Diego Health, La Jolla, California, USA
- Moores Cancer Center, UC San Diego Health, La Jolla, California, USA
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Chen LL, Lauwers I, Verduijn G, Philippens M, Gahrmann R, Capala ME, Petit S. MRI for Differentiation between HPV-Positive and HPV-Negative Oropharyngeal Squamous Cell Carcinoma: A Systematic Review. Cancers (Basel) 2024; 16:2105. [PMID: 38893224 PMCID: PMC11171338 DOI: 10.3390/cancers16112105] [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: 04/22/2024] [Revised: 05/27/2024] [Accepted: 05/29/2024] [Indexed: 06/21/2024] Open
Abstract
Human papillomavirus (HPV) is an important risk factor for oropharyngeal squamous cell carcinoma (OPSCC). HPV-positive (HPV+) cases are associated with a different pathophysiology, microstructure, and prognosis compared to HPV-negative (HPV-) cases. This review aimed to investigate the potential of magnetic resonance imaging (MRI) to discriminate between HPV+ and HPV- tumours and predict HPV status in OPSCC patients. A systematic literature search was performed on 15 December 2022 on EMBASE, MEDLINE ALL, Web of Science, and Cochrane according to PRISMA guidelines. Twenty-eight studies (n = 2634 patients) were included. Five, nineteen, and seven studies investigated structural MRI (e.g., T1, T2-weighted), diffusion-weighted MRI, and other sequences, respectively. Three out of four studies found that HPV+ tumours were significantly smaller in size, and their lymph node metastases were more cystic in structure than HPV- ones. Eleven out of thirteen studies found that the mean apparent diffusion coefficient was significantly higher in HPV- than HPV+ primary tumours. Other sequences need further investigation. Fourteen studies used MRI to predict HPV status using clinical, radiological, and radiomics features. The reported areas under the curve (AUC) values ranged between 0.697 and 0.944. MRI can potentially be used to find differences between HPV+ and HPV- OPSCC patients and predict HPV status with reasonable accuracy. Larger studies with external model validation using independent datasets are needed before clinical implementation.
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Affiliation(s)
- Linda L. Chen
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands (G.V.); (M.E.C.)
| | - Iris Lauwers
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands (G.V.); (M.E.C.)
| | - Gerda Verduijn
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands (G.V.); (M.E.C.)
| | - Marielle Philippens
- Department of Radiotherapy, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands
| | - Renske Gahrmann
- Department of Radiology and Nuclear Medicine, Erasmus Medical Center, 3015 GD Rotterdam, The Netherlands;
| | - Marta E. Capala
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands (G.V.); (M.E.C.)
| | - Steven Petit
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands (G.V.); (M.E.C.)
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Schmidl B, Hütten T, Pigorsch S, Stögbauer F, Hoch CC, Hussain T, Wollenberg B, Wirth M. Assessing the role of advanced artificial intelligence as a tool in multidisciplinary tumor board decision-making for primary head and neck cancer cases. Front Oncol 2024; 14:1353031. [PMID: 38854718 PMCID: PMC11157509 DOI: 10.3389/fonc.2024.1353031] [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: 12/09/2023] [Accepted: 03/26/2024] [Indexed: 06/11/2024] Open
Abstract
Background Head and neck squamous cell carcinoma (HNSCC) is a complex malignancy that requires a multidisciplinary approach in clinical practice, especially in tumor board discussions. In recent years, artificial intelligence has emerged as a tool to assist healthcare professionals in making informed decisions. This study investigates the application of ChatGPT 3.5 and ChatGPT 4.0, natural language processing models, in tumor board decision-making. Methods We conducted a pilot study in October 2023 on 20 consecutive head and neck cancer patients discussed in our multidisciplinary tumor board (MDT). Patients with a primary diagnosis of head and neck cancer were included. The MDT and ChatGPT 3.5 and ChatGPT 4.0 recommendations for each patient were compared by two independent reviewers and the number of therapy options, the clinical recommendation, the explanation and the summarization were graded. Results In this study, ChatGPT 3.5 provided mostly general answers for surgery, chemotherapy, and radiation therapy. For clinical recommendation, explanation and summarization ChatGPT 3.5 and 4.0 scored well, but demonstrated to be mostly an assisting tool, suggesting significantly more therapy options than our MDT, while some of the recommended treatment modalities like primary immunotherapy are not part of the current treatment guidelines. Conclusions This research demonstrates that advanced AI models at the moment can merely assist in the MDT setting, since the current versions list common therapy options, but sometimes recommend incorrect treatment options and in the case of ChatGPT 3.5 lack information on the source material.
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Affiliation(s)
- Benedikt Schmidl
- Department of Otolaryngology Head and Neck Surgery, Technical University Munich, Munich, Germany
| | - Tobias Hütten
- Department of Otolaryngology Head and Neck Surgery, Technical University Munich, Munich, Germany
| | - Steffi Pigorsch
- Department of RadioOncology, Technical University Munich, Munich, Germany
| | - Fabian Stögbauer
- Institute of Pathology, Technical University Munich, Munich, Germany
| | - Cosima C. Hoch
- Department of Otolaryngology Head and Neck Surgery, Technical University Munich, Munich, Germany
| | - Timon Hussain
- Department of Otolaryngology Head and Neck Surgery, Technical University Munich, Munich, Germany
| | - Barbara Wollenberg
- Department of Otolaryngology Head and Neck Surgery, Technical University Munich, Munich, Germany
| | - Markus Wirth
- Department of Otolaryngology Head and Neck Surgery, Technical University Munich, Munich, Germany
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Bicci E, Calamandrei L, Di Finizio A, Pietragalla M, Paolucci S, Busoni S, Mungai F, Nardi C, Bonasera L, Miele V. Predicting Response to Exclusive Combined Radio-Chemotherapy in Naso-Oropharyngeal Cancer: The Role of Texture Analysis. Diagnostics (Basel) 2024; 14:1036. [PMID: 38786334 PMCID: PMC11120575 DOI: 10.3390/diagnostics14101036] [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: 03/31/2024] [Revised: 04/28/2024] [Accepted: 04/29/2024] [Indexed: 05/25/2024] Open
Abstract
The aim of this work is to identify MRI texture features able to predict the response to radio-chemotherapy (RT-CHT) in patients with naso-oropharyngeal carcinoma (NPC-OPC) before treatment in order to help clinical decision making. Textural features were derived from ADC maps and post-gadolinium T1-images on a single MRI machine for 37 patients with NPC-OPC. Patients were divided into two groups (responders/non-responders) according to results from MRI scans and 18F-FDG-PET/CT performed at follow-up 3-4 and 12 months after therapy and biopsy. Pre-RT-CHT lesions were segmented, and radiomic features were extracted. A non-parametric Mann-Whitney test was performed. A p-value < 0.05 was considered significant. Receiver operating characteristic curves and area-under-the-curve values were generated; a 95% confidence interval (CI) was reported. A radiomic model was constructed using the LASSO algorithm. After feature selection on MRI T1 post-contrast sequences, six features were statistically significant: gldm_DependenceEntropy and DependenceNonUniformity, glrlm_RunEntropy and RunLengthNonUniformity, and glszm_SizeZoneNonUniformity and ZoneEntropy, with significant cut-off values between responder and non-responder group. With the LASSO algorithm, the radiomic model showed an AUC of 0.89 and 95% CI: 0.78-0.99. In ADC, five features were selected with an AUC of 0.84 and 95% CI: 0.68-1. Texture analysis on post-gadolinium T1-images and ADC maps could potentially predict response to therapy in patients with NPC-OPC who will undergo exclusive treatment with RT-CHT, being, therefore, a useful tool in therapeutical-clinical decision making.
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Affiliation(s)
- Eleonora Bicci
- Department of Radiology, Azienda Ospedaliero-Universitaria Careggi, 50134 Florence, Italy; (F.M.); (L.B.); (V.M.)
| | - Leonardo Calamandrei
- Department of Experimental and Clinical Biomedical Sciences, Radiodiagnostic Unit n. 2, University of Florence, Azienda Ospedaliero-Universitaria Careggi, Largo Brambilla 3, 50134 Florence, Italy; (L.C.); (A.D.F.) (C.N.)
| | - Antonio Di Finizio
- Department of Experimental and Clinical Biomedical Sciences, Radiodiagnostic Unit n. 2, University of Florence, Azienda Ospedaliero-Universitaria Careggi, Largo Brambilla 3, 50134 Florence, Italy; (L.C.); (A.D.F.) (C.N.)
| | - Michele Pietragalla
- Department of Radiology, Ospedale San Jacopo, Via Ciliegiole 97, 51100 Pistoia, Italy;
| | - Sebastiano Paolucci
- Department of Health Physics, L.Go Brambilla, Careggi University Hospital, 50134 Florence, Italy; (S.P.); (S.B.)
| | - Simone Busoni
- Department of Health Physics, L.Go Brambilla, Careggi University Hospital, 50134 Florence, Italy; (S.P.); (S.B.)
| | - Francesco Mungai
- Department of Radiology, Azienda Ospedaliero-Universitaria Careggi, 50134 Florence, Italy; (F.M.); (L.B.); (V.M.)
| | - Cosimo Nardi
- Department of Experimental and Clinical Biomedical Sciences, Radiodiagnostic Unit n. 2, University of Florence, Azienda Ospedaliero-Universitaria Careggi, Largo Brambilla 3, 50134 Florence, Italy; (L.C.); (A.D.F.) (C.N.)
| | - Luigi Bonasera
- Department of Radiology, Azienda Ospedaliero-Universitaria Careggi, 50134 Florence, Italy; (F.M.); (L.B.); (V.M.)
| | - Vittorio Miele
- Department of Radiology, Azienda Ospedaliero-Universitaria Careggi, 50134 Florence, Italy; (F.M.); (L.B.); (V.M.)
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Sjöblom A, Pehkonen H, Jouhi L, Monni O, Randén-Brady R, Karhemo PR, Tarkkanen J, Haglund C, Mattila P, Mäkitie A, Hagström J, Carpén T. Liprin-α1 Expression in Tumor-Infiltrating Lymphocytes Associates with Improved Survival in Patients with HPV-Positive Oropharyngeal Squamous Cell Carcinoma. Head Neck Pathol 2023; 17:647-657. [PMID: 37335526 PMCID: PMC10513983 DOI: 10.1007/s12105-023-01565-7] [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: 03/31/2023] [Accepted: 06/03/2023] [Indexed: 06/21/2023]
Abstract
BACKGROUND Liprin-α1 is a scaffold protein involved in cell adhesion, motility, and invasion in malignancies. Liprin-α1 inhibits the expression of metastatic suppressor CD82 in cancers such as oral carcinoma, and the expression of these proteins has been known to correlate negatively. The role of these proteins has not been previously studied in human papillomavirus (HPV)-related head and neck cancers. Our aim was to assess the clinical and prognostic role of liprin-α1 and CD82 in HPV-positive oropharyngeal squamous cell carcinoma (OPSCC) in comparison to HPV-negative OPSCC. METHODS The data included 139 OPSCC patients treated at the Helsinki University Hospital (HUS) during 2012-2016. Immunohistochemistry was utilized in HPV determination and in biomarker assays. Overall survival (OS) was used in the survival analysis. RESULTS Stronger expression of liprin-α1 in tumor-infiltrating lymphocytes (TILs) was linked to lower cancer stage (p < 0.001) and HPV positivity (p < 0.001). Additionally, we found an association between elevated expression of liprin-α1 and weak expression of CD82 in tumor cells (p = 0.029). In survival analysis, we found significant correlation between favorable OS and stronger expression of liprin-α1 in TILs among the whole patient cohort (p < 0.001) and among HPV-positive patients (p = 0.042). CONCLUSIONS Increased liprin-α1 expression in the TILs is associated with favorable prognosis in OPSCC, especially among HPV-positive patients.
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Affiliation(s)
- Anni Sjöblom
- Department of Pathology, University of Helsinki and Helsinki University Hospital, PO Box 21, 00014 Helsinki, Finland
| | - Henna Pehkonen
- Applied Tumor Genomics Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Lauri Jouhi
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Outi Monni
- Applied Tumor Genomics Research Program and Department of Oncology, Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Reija Randén-Brady
- Department of Pathology, University of Helsinki and Helsinki University Hospital, PO Box 21, 00014 Helsinki, Finland
| | - Piia-Riitta Karhemo
- Applied Tumor Genomics Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Jussi Tarkkanen
- Department of Pathology, University of Helsinki and Helsinki University Hospital, PO Box 21, 00014 Helsinki, Finland
| | - Caj Haglund
- Research Programs Unit, Translational Cancer Medicine and Department of Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Petri Mattila
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Antti Mäkitie
- Department of Otorhinolaryngology, Head and Neck Surgery, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Division of Ear, Nose and Throat Diseases, Department of Clinical Sciences, Intervention and Technology, Karolinska Institutet and Karolinska Hospital, Stockholm, Sweden
- Departments of Pathology and of Otorhinolaryngology, Head and Neck Surgery and Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Jaana Hagström
- Department of Pathology and Research Programs Unit, Translational Cancer Medicine, University of Helsinki, Helsinki, Finland
- Department of Oral Pathology and Oral Radiology, University of Turku, Turku, Finland
| | - Timo Carpén
- Departments of Pathology and of Otorhinolaryngology, Head and Neck Surgery and Research Program in Systems Oncology, Faculty of Medicine, University of Helsinki, Helsinki, Finland
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12
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McMenamin E, Gottschalk AB, Pucci DA, Jacobs LA. Health behaviors among head and neck cancer survivors. JOURNAL OF HEALTH, POPULATION, AND NUTRITION 2023; 42:48. [PMID: 37248541 PMCID: PMC10226230 DOI: 10.1186/s41043-023-00390-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 05/19/2023] [Indexed: 05/31/2023]
Abstract
PURPOSE To determine to what extent head and neck cancer (HNC) survivors participate in health behaviors (HBs) recommended by the National Cancer Center Network (NCCN®). METHODS Participants identified through the tumor registries at the Abramson Cancer Center (ACC), University of Pennsylvania and affiliated sites. Eligibility: (a) diagnosis and treatment HNC; (b) aged 18 to 70 years; (c) ≥ 1-year post-diagnosis; (d) human papillomavirus (HPV) status confirmed; (e) ability to understand written English. Potential participants received an explanation of the study, informed consent, self-reported questionnaire, and self-addressed stamped envelope. RESULTS 451 individuals eligible, 102 (23%) agreed to participate, HPV positive (74%). Current smoking rare (7%), historical use common (48%). Current alcohol use common (65%), average 2.1 drinks/day, 12 days/month. 22% binge drank with an average of 3.5 binge-drinking sessions per month. Nutritional behavior mean 7.1 (range 0-16), lower scores indicating better nutrition. Body mass index (BMI) 59% overweight/obese. Adequate aerobic exercise 59%, adequate strength and flexibility 64%. Leisure time activity, 18% sedentary, 19% moderately active, 64% active. All participants reported having a primary care physician, 92% seen in the previous 12 months. CONCLUSIONS Most HNC survivors participated in some HBs. Current smoking rarely reported, binge drinking and high BMI most common negative HBs. Opportunities remain to improve dietary and exercise behaviors. IMPLICATIONS FOR CANCER SURVIVORS The NCCN® has outlined HBs that decrease likelihood of cancer survivors developing comorbidities that could impact overall survival. It is incumbent on healthcare providers to educate and encourage cancer survivors to participate in these HBs.
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Affiliation(s)
- Erin McMenamin
- Abramson Cancer Center, Perelman Center for Advanced Medicine, University of Pennsylvania, South Tower 10-149, 3400 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Abigail Blauch Gottschalk
- Abramson Cancer Center, Perelman Center for Advanced Medicine, University of Pennsylvania, South Tower 10-149, 3400 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Donna A Pucci
- Abramson Cancer Center, Perelman Center for Advanced Medicine, University of Pennsylvania, South Tower 10-149, 3400 Civic Center Boulevard, Philadelphia, PA, 19104, USA
| | - Linda A Jacobs
- Abramson Cancer Center, Perelman Center for Advanced Medicine, University of Pennsylvania, South Tower 10-149, 3400 Civic Center Boulevard, Philadelphia, PA, 19104, USA.
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Li D, Liu Q, Yang M, Xu H, Zhu M, Zhang Y, Xu J, Tian C, Yao J, Wang L, Liang Y. Nanomaterials for mRNA-based therapeutics: Challenges and opportunities. Bioeng Transl Med 2023; 8:e10492. [PMID: 37206219 PMCID: PMC10189457 DOI: 10.1002/btm2.10492] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 01/03/2023] [Accepted: 01/04/2023] [Indexed: 01/31/2023] Open
Abstract
Messenger RNA (mRNA) holds great potential in developing immunotherapy, protein replacement, and genome editing. In general, mRNA does not have the risk of being incorporated into the host genome and does not need to enter the nucleus for transfection, and it can be expressed even in nondividing cells. Therefore, mRNA-based therapeutics provide a promising strategy for clinical treatment. However, the efficient and safe delivery of mRNA remains a crucial constraint for the clinical application of mRNA therapeutics. Although the stability and tolerability of mRNA can be enhanced by directly retouching the mRNA structure, there is still an urgent need to improve the delivery of mRNA. Recently, significant progress has been made in nanobiotechnology, providing tools for developing mRNA nanocarriers. Nano-drug delivery system is directly used for loading, protecting, and releasing mRNA in the biological microenvironment and can be used to stimulate the translation of mRNA to develop effective intervention strategies. In the present review, we summarized the concept of emerging nanomaterials for mRNA delivery and the latest progress in enhancing the function of mRNA, primarily focusing on the role of exosomes in mRNA delivery. Moreover, we outlined its clinical applications so far. Finally, the key obstacles of mRNA nanocarriers are emphasized, and promising strategies to overcome these obstacles are proposed. Collectively, nano-design materials exert functions for specific mRNA applications, provide new perception for next-generation nanomaterials, and thus revolution of mRNA technology.
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Affiliation(s)
- De‐feng Li
- Department of GastroenterologyShenzhen People's Hospital (the Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology)ShenzhenGuangdongChina
| | - Qi‐song Liu
- National Clinical Research Center for Infectious DiseasesShenzhen Third People's Hospital, Southern University of Science and TechnologyShenzhenChina
| | - Mei‐feng Yang
- Department of HematologyYantian District People's HospitalShenzhenGuangdongChina
| | - Hao‐ming Xu
- Department of Gastroenterology and HepatologyGuangzhou Digestive Disease Center, Guangzhou First People's Hospital, School of Medicine, South China University of TechnologyGuangzhouChina
| | - Min‐zheng Zhu
- Department of Gastroenterology and Hepatologythe Second Affiliated Hospital, School of Medicine, South China University of TechnologyGuangzhouGuangdongChina
| | - Yuan Zhang
- Department of Medical AdministrationHuizhou Institute of Occupational Diseases Control and PreventionHuizhouGuangdongChina
| | - Jing Xu
- Department of Gastroenterology and HepatologyGuangzhou Digestive Disease Center, Guangzhou First People's Hospital, School of Medicine, South China University of TechnologyGuangzhouChina
| | - Cheng‐mei Tian
- Department of EmergencyShenzhen People's Hospital (the Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology)ShenzhenGuangdongChina
| | - Jun Yao
- Department of GastroenterologyShenzhen People's Hospital (the Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology)ShenzhenGuangdongChina
| | - Li‐sheng Wang
- Department of GastroenterologyShenzhen People's Hospital (the Second Clinical Medical College, Jinan University; the First Affiliated Hospital, Southern University of Science and Technology)ShenzhenGuangdongChina
| | - Yu‐jie Liang
- Department of Child and Adolescent PsychiatryShenzhen Kangning Hospital, Shenzhen Mental Health CenterShenzhenChina
- Affiliated Hospital of Jining Medical University, Jining Medical UniversityJiningShandongChina
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Khan I, Darido C. Squamous Cell Carcinoma—A Summary of Novel Advances in Pathogenesis and Therapies. Cancers (Basel) 2022; 14:cancers14102523. [PMID: 35626124 PMCID: PMC9140102 DOI: 10.3390/cancers14102523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 05/12/2022] [Indexed: 01/25/2023] Open
Abstract
Squamous cell carcinomas (SCCs) are cancers of epithelial cells lining the aerodigestive and genitourinary tract [...]
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Affiliation(s)
- Imran Khan
- Peter MacCallum Cancer Centre, 305 Grattan St., Melbourne, VIC 3000, Australia;
- The Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Charbel Darido
- Peter MacCallum Cancer Centre, 305 Grattan St., Melbourne, VIC 3000, Australia;
- The Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, VIC 3010, Australia
- Correspondence: ; Tel.: +61-3-8559-7111; Fax: +61-3-8559-5489
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