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1.
Eur Arch Otorhinolaryngol ; 281(7): 3779-3789, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38587651

RESUMEN

PURPOSE: The incidence of salivary duct carcinoma (SDC) seems to be underestimated due to inaccurate classification. Further, the frequency of SDC patients with targeted therapy options according to current guidelines is unclear. Therefore, this study aimed at (a) describing the proportion of SDC among salivary gland carcinoma (SGC) before and after reclassification of cases initially classified as adenocarcinoma, not otherwise specified (ANOS); and (b) quantifying the frequency of SDC patients with targeted therapy options. METHODS: All patients with SDC or ANOS treated in a tertiary care center between 1996 and 2023 were identified. Histopathological diagnosis was verified for patients primarily diagnosed with SDC and reviewed for patients initially diagnosed with ANOS. Clinical data for SDC patients were retrieved from clinical charts. Immunohistochemical (IHC) androgen receptor (AR) and HER2 staining was performed. RESULTS: Among 46 SDC, 34 were primarily diagnosed as SDC and 12 had initially been classified as ANOS. The proportion of SDC among SGC was 12.1% and was rising when comparing the time periods 2000-2015 (7.1-11.5%) versus 2016-2023 (15.4-18.1%). Nuclear AR staining in > 70% of tumor cells was found in 56.8% and HER2 positivity (IHC 3 +) in 36.4% of cases. 70.5% of patients showed AR staining in > 70% of tumor cells and/or HER2 positivity and therefore at least one molecular target. 5-year overall and disease-free survival (DFS) were 62.8% and 41.0%. Multivariate Cox regression revealed positive resection margins (HR = 4.0, p = 0.03) as independent negative predictor for DFS. CONCLUSIONS: The results suggest a rising SDC incidence and show that the extent of the AR and HER2 expression allows for targeted therapy in most SDC cases.


Asunto(s)
Receptor ErbB-2 , Receptores Androgénicos , Conductos Salivales , Neoplasias de las Glándulas Salivales , Centros de Atención Terciaria , Humanos , Neoplasias de las Glándulas Salivales/patología , Neoplasias de las Glándulas Salivales/metabolismo , Neoplasias de las Glándulas Salivales/terapia , Receptores Androgénicos/metabolismo , Receptor ErbB-2/metabolismo , Femenino , Masculino , Persona de Mediana Edad , Anciano , Conductos Salivales/patología , Adulto , Estudios Retrospectivos , Carcinoma Ductal/patología , Carcinoma Ductal/metabolismo , Carcinoma Ductal/terapia , Carcinoma Ductal/tratamiento farmacológico , Anciano de 80 o más Años , Terapia Molecular Dirigida , Inmunohistoquímica , Biomarcadores de Tumor/metabolismo , Adenocarcinoma/patología , Adenocarcinoma/metabolismo , Adenocarcinoma/terapia
2.
Laryngorhinootologie ; 103(6): 432-442, 2024 Jun.
Artículo en Alemán | MEDLINE | ID: mdl-38467160

RESUMEN

OBJECTIVE: The COVID-19 pandemic has had a profound impact on the healthcare system and medical education. In this publication, the influence of the pandemic on the education of physicians active in Head and Neck oncology was examined using a survey. METHODS: A survey comprising 53 questions was conducted to gather data on work settings, daily activities, team events, and educational aspects during the pandemic. A total of 497 oncologists participated, including 131 individuals working in the field of Head and Neck oncology. This subgroup consisted of 99 (75.6%) radiation oncologists, 10 (7.6%) maxillofacial specialists, and 22 (16.8%) otolaryngologists. RESULTS: Nearly half of the participants reported experiencing increased clinical burden, which resulted in reduced engagement in scientific activities. Digital platforms became the predominant mode of continuing education, albeit with reduced accessibility. The pandemic significantly impacted clinical training that involved direct patient interaction. On the other hand, positive effects were observed in terms of cost and availability for external educational events such as conferences. CONCLUSION: The findings highlight the detrimental effects of the COVID-19 pandemic on various aspects of medical education. While digitalization has accelerated in response, many physicians expressed a lack of professional interaction. Developing alternative digital learning platforms can provide a means to better cope with similar situations in the future. However, the importance of personal contact with colleagues and supervisors should not be overlooked when considering the quality of teaching.


Asunto(s)
COVID-19 , Neoplasias de Cabeza y Cuello , COVID-19/epidemiología , Humanos , Encuestas y Cuestionarios , Neoplasias de Cabeza y Cuello/epidemiología , Oncología Médica/educación , SARS-CoV-2 , Pandemias , Alemania , Educación Médica Continua , Otolaringología/educación , Oncólogos/educación
3.
Laryngorhinootologie ; 2024 Jul 16.
Artículo en Alemán | MEDLINE | ID: mdl-39013431

RESUMEN

Working during pregnancy and breastfeeding is a special situation for both the employee and the employer/supervisor. The amended version of the Maternity Protection Act (MuSchG), which came into force on January 1st, 2018, protects the health of women and their children while working, training or studying during pregnancy, after giving birth and while breastfeeding. Women should be able to continue their employment or related activities during this time without jeopardising their health or that of their child. This law was furthermore reformed to prevent discrimination against the working mother during this time. In order to create the best and safest possible framework conditions for employment during pregnancy and breastfeeding, the DGHNO-KHC and the BVHNO would like to present a "general positive list" and a "positive list for surgical activities" as part of this statement, which should serve as a guideline for all relevant parties. This agreed positive list is intended to enable pregnant and breastfeeding doctors to carry out patient-related activities as well as head and neck surgeries in accordance with the MuSchG of 2018. Hereby, affected colleagues should have the opportunity to continue working self-determined.

4.
Strahlenther Onkol ; 199(9): 806-819, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37540263

RESUMEN

PURPOSE: The COVID-19 pandemic has led to changes in global health care. Medical societies had to update guidelines and enhance new services such as video consultations. Cancer treatment had to be modified. The aim of this study is to ensure optimal care for cancer patients with the help of high-quality training even in times of crisis. We therefore conducted a nationwide survey of physicians in training in oncological disciplines during the pandemic to assess the impact on their education. METHODS: The survey was sent to tumour centres, hospitals, specialist societies, and working and junior research groups and distributed via newsletters and homepages. Interim results and a call for participation were published as a poster (DEGRO) [26] and in the German Cancer Society (DKG) journal FORUM [42]. The survey contained 53 questions on conditions of education and training and on clinical and scientific work. Statistics were carried out with LimeSurvey and SPSS (IBM Corp., Armonk, NY, USA). RESULTS: Between February and November 2022, 450 participants answered the survey, with radio-oncologists being the largest group (28%). Most colleagues (63%) had access to digital training methods. Virtual sessions were rated as a good alternative, especially as multidisciplinary meetings (54%) as well as in-house and external training programs (48%, 47%). The time spent by training supervisors on education was rated as less than before the pandemic by 57%. Half of all participants perceived communication (54%), motivation (44%) and atmosphere (50%) in the team as bad. The participants felt strongly burdened by extra work (55%) and by a changed team atmosphere (49%). One third felt a change in the quality of training during the pandemic and rated it as negative (35%). According to 37% of the participants, this had little influence on their own quality of work. Additional subgroup analyses revealed significant differences in gender, specialty and education level. CONCLUSION: In order to improve oncology training in times of crisis, access to digital training options and meetings should be ensured. Participants wish for regular team meetings in person to enable good team spirit, compensation for overtime work and sufficient time for training supervisors for discussion and feedback.


Asunto(s)
COVID-19 , Neoplasias , Humanos , COVID-19/epidemiología , Pandemias , Escolaridad , Neoplasias/epidemiología , Neoplasias/radioterapia
5.
BMC Cancer ; 23(1): 1054, 2023 Nov 02.
Artículo en Inglés | MEDLINE | ID: mdl-37919644

RESUMEN

BACKGROUND: Oropharyngeal squamous cell carcinoma (OPSCC) is the only subgroup of head neck cancer that presents with an increased incidence. Gender-specific studies in other cancer entities have revealed differences in treatment response and prognosis. However, only limited data in OPSCC according to gender and human papillomavirus (HPV) status exist. Therefore, we aimed to investigate sex-specific differences in OPSCC and how these may be distributed in relation to HPV and other risk factors. METHODS: This retrospective, bicentric study included 1629 patients with OPSCC diagnosed between 1992 and 2020. We formed subgroups based on TNM status, American Joint Cancer Committee 8th edition (AJCC8), HPV status, treatment modality (surgery (± radio(chemo)therapy (RCT) vs. definitive RCT) and patient-related risk factors and investigated gender differences and their impact on patients survival via descriptive-,uni- and multivariate analysis. RESULTS: With the exception of alcohol abuse, no significant differences were found in risk factors between men and women. Females presented with better OS than males in the subgroup T1-2, N + , independent of risk factors (p = 0.008). Males demonstrated significant stratification through all AJCC8 stages (all p < 0.050). In contrast, women were lacking significance between stage II and III (p = 0.992). With regard to therapy (surgery (± R(C)T) - vs. definitive RCT) women treated with surgery had better OS than men in the whole cohort (p = 0.008). Similar results were detected in the HPV-negative OPSCC sub-cohort (p = 0.042) and in high-risk groups (AJCC8 stage III and IV with M0, p = 0.003). CONCLUSION: Sex-specific differences in OPSCC represent a health disparity, particularly according to staging and treatment, which need to be addressed in future studies.


Asunto(s)
Neoplasias de Cabeza y Cuello , Neoplasias Orofaríngeas , Infecciones por Papillomavirus , Masculino , Humanos , Femenino , Carcinoma de Células Escamosas de Cabeza y Cuello/terapia , Carcinoma de Células Escamosas de Cabeza y Cuello/patología , Estudios de Cohortes , Neoplasias Orofaríngeas/patología , Estudios Retrospectivos , Estadificación de Neoplasias , Neoplasias de Cabeza y Cuello/patología , Pronóstico , Virus del Papiloma Humano , Papillomaviridae
6.
Br J Cancer ; 123(7): 1114-1122, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32624580

RESUMEN

BACKGROUND: A remarkably better prognosis is associated with oropharyngeal squamous cell carcinomas (OPSCC) driven by human papillomaviruses (HPV) compared with HPV-negative OPSCC. Consequently, de-escalation of standard treatment has been suggested. Due to modest specificity rates, debates are ongoing, whether p16INK4a, a surrogate marker for HPV-driven OPSCC, is sufficient to correctly identify those tumours and avoid substantial HPV misattribution and thus undertreatment of patients by de-escalation. Robust data estimating the proportion of potentially undertreated patients are missing. METHODS: We assessed a large-scale cohort of consecutively included OPSCC diagnosed between 2000 and 2017 for HPV-DNA, HPV genotypes, p16INK4a expression and multiple tumour- and patient-related risk factors, and investigated their impact on patients' survival in comprehensive uni- and multivariate analyses. RESULTS: Aetiological relevance of HPV (p16INK4a- and high-risk HPV-DNA-positivity) was detected in 27.1% (n = 192) of OPSCC, with HPV16 being the most abundant HPV type (94.6%). In 5.5% patients (n = 39), p16INK4a overexpression but no HPV-DNA was detected. Principal component and survival analyses revealed that 60.6% of these p16INK4a-positive OPSCC lacking HPV-DNA did not resemble HPV16-driven but HPV-negative OPSCC regarding risk-factor profile and overall survival. Notably, this group represented 10.6% of all p16INK4a-overexpressing OPSCC. CONCLUSIONS: p16INK4a as a single marker appears insufficient to indicate OPSCC patients suitable for treatment de-escalation.


Asunto(s)
Alphapapillomavirus/aislamiento & purificación , Inhibidor p16 de la Quinasa Dependiente de Ciclina/análisis , Neoplasias Orofaríngeas/terapia , Carcinoma de Células Escamosas de Cabeza y Cuello/terapia , Anciano , Biomarcadores de Tumor/análisis , Estudios de Cohortes , ADN Viral/análisis , Femenino , Humanos , Masculino , Persona de Mediana Edad , Neoplasias Orofaríngeas/química , Neoplasias Orofaríngeas/mortalidad , Neoplasias Orofaríngeas/virología , Análisis de Componente Principal , Carcinoma de Células Escamosas de Cabeza y Cuello/química , Carcinoma de Células Escamosas de Cabeza y Cuello/mortalidad , Carcinoma de Células Escamosas de Cabeza y Cuello/virología
7.
Laryngorhinootologie ; 98(2): 91-95, 2019 Feb.
Artículo en Alemán | MEDLINE | ID: mdl-30537772

RESUMEN

OBJECTIVE: In 2009 a nationwide survey revealed that only 24 % of the German ENT-hospitals performed sialendoscopy. In 2016 the survey was repeated to reevaluate the actual ranking of sialendoscopy in Germany. MATERIAL UND METHODS: Again, the same questionnaire as in 2009 was sent to all German ENT-hospitals. It is a self-developed questionnaire including eleven questions. The results from 2009 and the new results from 2016 were matched with each other. RESULTS: The amount of hospitals performing sialendoscopy doubled and the number of interventions tripled. There were various reasons for denying sialendoscopy. Main reason was a lack of patients. No differences were seen in ambulant vs. inpatient interventions and the duration of sialendoscopy. Preoperative ultrasound was performed in all hospitals. CONCLUSIONS: The survey reveals an increasing number of hospitals performing sialendoscopy and an increasing number of sialendoscopies. Simultaneously, some hospitals alleged a lack of patients. These facts could explain a development of specialized centers for obstructive sialadenitis and sialendoscopy. Meanwhile, further salivary gland diseases are treated with sialendoscopy. The preoperative diagnostic of choice is ultrasound. Sialendoscopy seems to be more and more established in German ENT-hospitals.


Asunto(s)
Endoscopía , Enfermedades de las Glándulas Salivales , Sialadenitis , Alemania , Hospitales , Humanos , Encuestas y Cuestionarios , Resultado del Tratamiento
8.
Br J Cancer ; 118(12): 1672-1681, 2018 06.
Artículo en Inglés | MEDLINE | ID: mdl-29795309

RESUMEN

BACKGROUND: The proxy marker for human papillomavirus (HPV), p16, is included in the new AJCC 8th/UICC 8th staging system, but due to incongruence between p16 status and HPV infection, single biomarker evaluation could lead to misallocation of patients. We established nomograms for overall survival (OS) and progression-free survival (PFS) in patients with oropharyngeal squamous cell carcinoma (OPSCC) and known HPV-DNA and p16 status, and validated the models in cohorts from high- and low-prevalent HPV countries. METHODS: Consecutive OPSCC patients treated in Denmark, 2000-2014 formed the development cohort. The validation cohorts were from Sweden, Germany, and the United Kingdom. We developed nomograms by applying a backward-selection procedure for selection of variables, and assessed model performance. RESULTS: In the development cohort, 1313 patients, and in the validation cohorts, 344 German, 503 Swedish and 463 British patients were included. For the OS nomogram, age, gender, combined HPV-DNA and p16 status, smoking, T-, N-, and M-status and UICC-8 staging were selected, and for the PFS nomogram the same variables except UICC-8 staging. The nomograms performed well in discrimination and calibration. CONCLUSIONS: Our nomograms are reliable prognostic methods in patients with OPSCC. Combining HPV DNA and p16 is essential for correct prognostication. The nomograms are available at www.orograms.org .


Asunto(s)
ADN Viral/análisis , Nomogramas , Neoplasias Orofaríngeas/virología , Papillomaviridae/genética , Carcinoma de Células Escamosas de Cabeza y Cuello/virología , Anciano , Estudios de Cohortes , Dinamarca/epidemiología , Femenino , Alemania/epidemiología , Humanos , Masculino , Persona de Mediana Edad , Neoplasias Orofaríngeas/epidemiología , Papillomaviridae/aislamiento & purificación , Reproducibilidad de los Resultados , Carcinoma de Células Escamosas de Cabeza y Cuello/epidemiología , Suecia/epidemiología , Reino Unido/epidemiología
9.
Eur Arch Otorhinolaryngol ; 275(12): 3087-3091, 2018 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-30327906

RESUMEN

The 8th edition of the AJCC/UICC TNM-staging system for p16[HPV]-positive OPSCC manages to improve prediction of prognosis and will essentially influence choice of therapy in future. Nonetheless, adjustments of the current version are needed. The surrogate marker p16 alone is inadequate for HPV detection, the role of ECS in HPV-positive OPSCC is not fully understood, and the patient's characteristics as well as molecular signatures and genetics have not been taken into consideration yet.


Asunto(s)
Carcinoma de Células Escamosas/metabolismo , Carcinoma de Células Escamosas/patología , Inhibidor p16 de la Quinasa Dependiente de Ciclina/metabolismo , Estadificación de Neoplasias , Neoplasias Orofaríngeas/metabolismo , Neoplasias Orofaríngeas/patología , Carcinoma de Células Escamosas/virología , Pruebas Diagnósticas de Rutina , Manejo de la Enfermedad , Humanos , Neoplasias Orofaríngeas/virología , Pronóstico
10.
Laryngorhinootologie ; 97(S 01): S48-S113, 2018 Mar.
Artículo en Inglés, Alemán | MEDLINE | ID: mdl-29905354

RESUMEN

Head and neck cancer is the sixth most common cancer with over 500000 annually reported incident cases worldwide. Besides major risk factors tobacco and alcohol, oropharyngeal squamous cell carcinomas (OSCC) show increased association with human papillomavirus (HPV). HPV-associated and HPV-negative OSCC are 2 different entities regarding biological characteristics, therapeutic response, and patient prognosis. In HPV OSCC, viral oncoprotein activity, as well as genetic (mutations and chromosomal aberrations) and epigenetic alterations plays a key role during carcinogenesis. Based on improved treatment response, the introduction of therapy de-intensification and targeted therapy is discussed for patients with HPV OSCC. A promising targeted therapy concept is immunotherapy. The use of checkpoint inhibitors (e.g. anti-PD1) is currently investigated. By means of liquid biopsies, biomarkers such as viral DNA or tumor mutations in the will soon be available for disease monitoring, as well as detection of treatment failure. By now, primary prophylaxis of HPV OSCC can be achieved by vaccination of girls and boys.


Asunto(s)
Neoplasias de Cabeza y Cuello , Papillomaviridae , Infecciones por Papillomavirus , Femenino , Neoplasias de Cabeza y Cuello/diagnóstico , Neoplasias de Cabeza y Cuello/epidemiología , Neoplasias de Cabeza y Cuello/terapia , Neoplasias de Cabeza y Cuello/virología , Humanos , Masculino , Persona de Mediana Edad , Infecciones por Papillomavirus/diagnóstico , Infecciones por Papillomavirus/epidemiología , Infecciones por Papillomavirus/terapia , Infecciones por Papillomavirus/virología
11.
Br J Cancer ; 116(12): 1604-1611, 2017 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-28472822

RESUMEN

BACKGROUND: Upfront surgery is a valuable treatment option for oropharyngeal squamous cell carcinoma (OPSCC) and risk stratification is emerging for treatment de-escalation in human papillomavirus (HPV)-related OPSCC. Available prognostic models are either based on selected, mainly non-surgically treated cohorts. Therefore, we investigated unselected OPSCC treated with predominantly upfront surgery. METHODS: All patients diagnosed with OPSCC and treated with curative intent between 2000 and 2009 (n=359) were included. HPV association was determined by HPV-DNA detection and p16INK4a immunohistochemistry. Predictors with significant impact on overall survival (OS) in univariate analysis were included in recursive partitioning analysis. RESULTS: Risk models generated from non-surgically treated patients showed low discrimination in our cohort. A new model developed for unselected patients predominantly treated with upfront surgery separates low-, intermediate- and high-risk patients with significant differences in 5-year OS (86%, 53% and 19%, P<0.001, respectively). HPV status is the most important parameter followed by T-stage in HPV-related and performance status in HPV-negative OPSCC. HPV status and ECOG remained important parameters in risk models for patients treated with or without surgery. CONCLUSIONS: Regardless of treatment strategies, HPV status is the strongest predictor of survival in unselected OPSCC patients. The proposed risk models are suitable to discriminate risk groups in unselected OPSCC patients treated with upfront surgery, which has substantial impact for design and interpretation of de-escalation trials.


Asunto(s)
Carcinoma de Células Escamosas/cirugía , Carcinoma de Células Escamosas/virología , ADN Viral/análisis , Neoplasias Orofaríngeas/cirugía , Neoplasias Orofaríngeas/virología , Infecciones por Papillomavirus/complicaciones , Inhibidor p16 de la Quinasa Dependiente de Ciclina/análisis , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Neoplasias Orofaríngeas/patología , Papillomaviridae/aislamiento & purificación , Pronóstico , Modelos de Riesgos Proporcionales , Factores de Riesgo , Índice de Severidad de la Enfermedad , Tasa de Supervivencia
15.
Front Cell Dev Biol ; 12: 1337361, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38328551

RESUMEN

Background: The incidence of oropharyngeal squamous cell carcinoma (OPSCC) is rapidly increasing in high income countries due to its association with persistent high-risk human papilloma virus (HPV) infection. Recent scientific advances have highlighted the importance of the tumor microenvironment in OPSCC. In this study, including 216 OPSCC patients, we analyze the composition of four established markers of cancer associated fibroblasts (CAFs) in the context of intratumoral CD8 T-cell infiltration. Methods: Immunohistochemical staining for fibroblast activation protein (FAP), platelet-derived growth factor receptor beta (PDGFRb), periostin, alpha smooth muscle actin (α-SMA) and CD8 were analyzed digitally and their association with survival, tumor- and patient characteristics was assessed. Results: Co-expression of CAF markers was frequent but not associated with HPV status. FAPhigh and PDGFRbhigh expression were associated with increased CD8 T-cell infiltration. Low expression of PDGFRb improved patient survival in female patients but not in male patients. We identified PDGFRblow periostinlow α-SMAlow status as an independent predictor of improved survival (hazard ratio 0.377, p = 0.006). Conclusion: These findings elucidate the co-expression of four established CAF markers in OPSCC and underscore their association with T-cell infiltration and patient survival. Future analyses of CAF subgroups in OPSCC may enable the development of individualized therapies.

17.
Eur Arch Otorhinolaryngol ; 270(11): 2939-45, 2013 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-23475126

RESUMEN

Sialendoscopy is an established, minimally invasive technique to diagnose and treat obstructive disorders of major salivary glands. Knowledge about patient satisfaction and quality of life is limited. All patients who underwent sialendoscopy were prospectively followed and evaluated. To determine the quality of life after sialendoscopy, an established questionnaire was evaluated (Short-Form-36 Health Survey-SF-36). To determine patient satisfaction, a self-made questionnaire was applied and evaluated. Furthermore, postoperative follow-up examination and the amount of patients who could be saved from sialadenectomy were determined. Main reasons for sialendoscopy were recurrent or permanent swelling of the affected salivary gland. 46 patients were included, 52 sialendoscopies were performed. Immediately after sialendoscopy operative ablation of the respective gland was averted in 98.1 % of the patients. After the follow-up period of 225.4 ± 79.0 days operative ablation of the respective gland was avoided in 89.9 % of the patients. Overall, 85.2 % reported an improvement of symptoms during follow-up, however, values for role-physical functioning (p = 0.025) and bodily pain (p = 0.011) still showed a significant difference when compared to a matched reference group of healthy individuals. Significant negative influence factors towards the outcome were younger age, long-term duration of symptoms and selected SF-36 items (vitality, social functioning, and mental health). Operative ablation of major salivary glands can be avoided by means of sialendoscopy in high percentages during short-term. There seems to be a high patient satisfaction in these selected cases. The duration of preoperative symptoms appears to be an important factor predisposing towards poor satisfaction.


Asunto(s)
Endoscopía/métodos , Satisfacción del Paciente , Calidad de Vida , Glándulas Salivales/cirugía , Sialadenitis/cirugía , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Encuestas y Cuestionarios , Resultado del Tratamiento , Adulto Joven
19.
NPJ Digit Med ; 6(1): 152, 2023 Aug 19.
Artículo en Inglés | MEDLINE | ID: mdl-37598255

RESUMEN

Human Papilloma Virus (HPV)-associated oropharyngeal squamous cell cancer (OPSCC) represents an OPSCC subgroup with an overall good prognosis with a rising incidence in Western countries. Multiple lines of evidence suggest that HPV-associated tumors are not a homogeneous tumor entity, underlining the need for accurate prognostic biomarkers. In this retrospective, multi-institutional study involving 906 patients from four centers and one database, we developed a deep learning algorithm (OPSCCnet), to analyze standard H&E stains for the calculation of a patient-level score associated with prognosis, comparing it to combined HPV-DNA and p16-status. When comparing OPSCCnet to HPV-status, the algorithm showed a good overall performance with a mean area under the receiver operator curve (AUROC) = 0.83 (95% CI = 0.77-0.9) for the test cohort (n = 639), which could be increased to AUROC = 0.88 by filtering cases using a fixed threshold on the variance of the probability of the HPV-positive class - a potential surrogate marker of HPV-heterogeneity. OPSCCnet could be used as a screening tool, outperforming gold standard HPV testing (OPSCCnet: five-year survival rate: 96% [95% CI = 90-100%]; HPV testing: five-year survival rate: 80% [95% CI = 71-90%]). This could be confirmed using a multivariate analysis of a three-tier threshold (OPSCCnet: high HR = 0.15 [95% CI = 0.05-0.44], intermediate HR = 0.58 [95% CI = 0.34-0.98] p = 0.043, Cox proportional hazards model, n = 211; HPV testing: HR = 0.29 [95% CI = 0.15-0.54] p < 0.001, Cox proportional hazards model, n = 211). Collectively, our findings indicate that by analyzing standard gigapixel hematoxylin and eosin (H&E) histological whole-slide images, OPSCCnet demonstrated superior performance over p16/HPV-DNA testing in various clinical scenarios, particularly in accurately stratifying these patients.

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