1
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Rühle A, Weymann M, Behrens M, Olbrich J, Kut C, Marschner SN, Haderlein M, Fabian A, Senger C, Bakst BP, Kraft J, von der Grün J, Looman EL, Chen E, Domschikowski J, Altay-Langguth A, Kalinauskaite G, Lewitzki V, Bonomi M, Blakaj D, Jhawar SR, Baliga S, Elguindy AN, Ferentinos K, Zamboglou C, Müller JA, Leucht C, Dickstein DR, Schnellhardt S, Haehl E, Hambsch P, Kuhnt T, Seidel C, Belka C, Mayer A, Schmidberger H, Grosu AL, Balermpas P, Stromberger C, Binder H, Quon H, Nicolay NH. Predicting cisplatin tolerability in older adults with head and neck cancer - Insights for improved chemoradiation outcomes. Radiother Oncol 2024; 204:110697. [PMID: 39725066 DOI: 10.1016/j.radonc.2024.110697] [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: 10/08/2024] [Revised: 12/17/2024] [Accepted: 12/19/2024] [Indexed: 12/28/2024]
Abstract
PURPOSE Cumulative cisplatin doses of ≥ 200 mg/m2 improve survival in adults with head-and-neck squamous cell carcinoma (HNSCC) undergoing chemoradiation, but many older adults with HNSCC cannot receive this prognostically relevant dose due to toxicities. This study aims to develop predictive models to assess the likelihood of older adults with HNSCC receiving ≥ 200 mg/m2 cisplatin during chemoradiation. METHODS 366 patients from the SENIOR database, an international cohort of adults ≥ 65 years with HNSCC, received definitive chemoradiation with single-agent cisplatin and were analyzed. A Generalized Linear Model (GLM), Support Vector Machine (SVM), and Random Forest Model (RFM) were trained and compared for their performance in predicting a cumulative cisplatin dose of ≥ 200 mg/m2. RESULTS 195 (53 %) patients achieved a cumulative cisplatin dose of ≥ 200 mg/m2. In the GLM, laryngeal carcinoma (β = 1.37, p = 0.01), tumoral p16 positivity (β = 0.69, p = 0.04), higher hemoglobin levels (β = 0.26, p = 0.002), elevated C-reactive protein (CRP) concentration (β = 0.02, p = 0.003), and increased estimated glomerular filtration rate (eGFR) (β = 0.02, p = 0.008) were associated with a higher probability of reaching ≥ 200 mg/m2 cisplatin. Hemoglobin, CRP, eGFR, and p16 status constituted the most important features in the SVM and RFM. AUC values for the GLM, SVM, and RFM were 0.70 (95 % CI, 0.67-0.73), 0.71 (95 % CI, 0.68-0.73), and 0.73 (95 % CI, 0.71-0.75), respectively. CONCLUSIONS We developed predictive models to support clinicians in identifying older adults with HNSCC capable of tolerating ≥ 200 mg/m2 cumulative cisplatin during chemoradiation. Once validated, these models could improve personalized treatments and enhance shared decision-making in older adults with HNSCC.
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Affiliation(s)
- Alexander Rühle
- Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK), Partner Site DKTK-Freiburg, Germany; Department of Radiation Oncology, University Medical Center Leipzig, Leipzig, Germany; Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Leipzig, Germany.
| | - Maria Weymann
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center-University of Freiburg, Freiburg, Germany
| | - Max Behrens
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center-University of Freiburg, Freiburg, Germany
| | - Johannes Olbrich
- Department of Radiation Oncology, University Medical Center Leipzig, Leipzig, Germany
| | - Carmen Kut
- Department of Radiation Oncology, Johns Hopkins University, Baltimore, MD, USA
| | - Sebastian N Marschner
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium (DKTK) Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marlen Haderlein
- Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
| | - Alexander Fabian
- Department of Radiation Oncology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Carolin Senger
- Department of Radiation Oncology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany, Berlin, Germany; German Cancer Consortium (DKTK) Partner Site Berlin, German Cancer Research Center (DKFZ), Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | | | - Johannes Kraft
- Department of Radiation Oncology, University Hospital Würzburg, Würzburg, Germany
| | - Jens von der Grün
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Esmée Lauren Looman
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Eric Chen
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, OH, USA
| | - Justus Domschikowski
- Department of Radiation Oncology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Alev Altay-Langguth
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium (DKTK) Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Radiotherapy and Oncology, Goethe University Frankfurt, Frankfurt am Main, Germany; German Cancer Consortium (DKTK) Partner Site Frankfurt, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Goda Kalinauskaite
- Department of Radiation Oncology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany, Berlin, Germany; German Cancer Consortium (DKTK) Partner Site Berlin, German Cancer Research Center (DKFZ), Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Victor Lewitzki
- Department of Radiation Oncology, University Hospital Würzburg, Würzburg, Germany
| | - Marcelo Bonomi
- Department of Medical Oncology, The Ohio State University Wexner Medical Center, Ohio, OH, USA
| | - Dukagjin Blakaj
- Department of Radiation Oncology, The Ohio State University Wexner Medical Center, Ohio, OH, USA
| | - Sachin R Jhawar
- Department of Radiation Oncology, The Ohio State University Wexner Medical Center, Ohio, OH, USA
| | - Sujith Baliga
- Department of Radiation Oncology, The Ohio State University Wexner Medical Center, Ohio, OH, USA
| | - Ahmed N Elguindy
- Department of Radiation Oncology, The Ohio State University Wexner Medical Center, Ohio, OH, USA
| | - Konstantinos Ferentinos
- Department of Radiation Oncology, German Oncology Center, European University of Cyprus, Limassol, Cyprus
| | - Constantinos Zamboglou
- Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK), Partner Site DKTK-Freiburg, Germany; Department of Radiation Oncology, German Oncology Center, European University of Cyprus, Limassol, Cyprus
| | - Jörg Andreas Müller
- Department of Radiation Oncology, University Hospital Halle (Saale), Halle (Saale), Germany
| | - Chris Leucht
- Department of Radiation Oncology, University Hospital Halle (Saale), Halle (Saale), Germany
| | - Daniel R Dickstein
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sören Schnellhardt
- Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
| | - Erik Haehl
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium (DKTK) Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Peter Hambsch
- Department of Radiation Oncology, University Medical Center Leipzig, Leipzig, Germany; Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Leipzig, Germany
| | - Thomas Kuhnt
- Department of Radiation Oncology, University Medical Center Leipzig, Leipzig, Germany; Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Leipzig, Germany
| | - Clemens Seidel
- Department of Radiation Oncology, University Medical Center Leipzig, Leipzig, Germany; Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Leipzig, Germany
| | - Claus Belka
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium (DKTK) Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Arnulf Mayer
- Department of Radiation Oncology and Radiation Therapy, University Medical Center Mainz, Mainz, Germany; German Cancer Consortium (DKTK) Partner Site Mainz, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Heinz Schmidberger
- Department of Radiation Oncology and Radiation Therapy, University Medical Center Mainz, Mainz, Germany; German Cancer Consortium (DKTK) Partner Site Mainz, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anca-Ligia Grosu
- Department of Radiation Oncology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK), Partner Site DKTK-Freiburg, Germany
| | - Panagiotis Balermpas
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Carmen Stromberger
- Department of Radiation Oncology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Germany, Berlin, Germany; German Cancer Consortium (DKTK) Partner Site Berlin, German Cancer Research Center (DKFZ), Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Harald Binder
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center-University of Freiburg, Freiburg, Germany
| | - Harry Quon
- Department of Radiation Oncology, Johns Hopkins University, Baltimore, MD, USA
| | - Nils H Nicolay
- Department of Radiation Oncology, University Medical Center Leipzig, Leipzig, Germany; Comprehensive Cancer Center Central Germany, Partner Site Leipzig, Leipzig, Germany
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Lechien JR. Transoral Laser Microsurgery and Transoral Robotic Surgery in Aging Patients: A State-of-The-Art Review. Clin Interv Aging 2024; 19:2121-2132. [PMID: 39691799 PMCID: PMC11651065 DOI: 10.2147/cia.s475037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 12/04/2024] [Indexed: 12/19/2024] Open
Abstract
Purpose In the present study, the findings related to the epidemiology, clinical presentation, and therapeutic outcomes of elderly patients treated with transoral laser microsurgery (TOLM) and transoral robotic surgery (TORS) for supraglottic laryngeal squamous cell carcinoma (LSCC) have been reviewed. Methods A PubMed, Cochrane Library, and Scopus literature search was conducted according to the PRISMA statements. Critical literature analysis was carried out considering the last advancement in TOLS and TORS, and their related surgical, functional, and survival outcomes. Findings The mean age of patients with supraglottic LSCCs has progressively increased in the past decades. The data on postoperative complications in elderly patients with LSCC are heterogeneous and contradictory. The thought of the age-related high risk of complications was based on open supraglottic laryngectomy (SGL), but not on TOLM and TORS findings, which do not support an age-related increase of most postoperative complications. The only complication that could be associated with age is aspiration. The adequate selection of patients undergoing TOLM or TORS, and the pre- to postoperative evaluation of swallowing function can prevent this risk. The OS of elderly patients treated with TOLM or TORS SGL could be lower compared to younger patients. However, the disease-free survival was not influenced by age, highlighting the role of comorbidities and intercurrent diseases in the presumed lower survival. The survival analysis could definitively consider the physiological age rather than the chronological age to investigate the impact of age on survival outcomes. Conclusion The current literature supports an important place of TOLM and TORS in managing cT1-T3 supraglottic LSCC. The preoperative geriatric, nutritional, and swallowing evaluations are important for ensuring an adequate selection of patients treated with TORS or TOLM SGL.
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Affiliation(s)
- Jerome R Lechien
- Polyclinic of Poitiers, Elsan Hospital, Poitiers, France
- Department of Surgery, Mons School of Medicine, UMONS Research Institute for Health Sciences and Technology, University of Mons (UMONS), Mons, Belgium
- Department of Otolaryngology-Head and Neck Surgery, Foch Hospital, Paris Saclay University, Paris, France
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Morris L, Turner S, Phillips JL, Parmar A, Agar M. The status quo of global geriatric radiation oncology education: A scoping review. Tech Innov Patient Support Radiat Oncol 2024; 32:100288. [PMID: 39629008 PMCID: PMC11613160 DOI: 10.1016/j.tipsro.2024.100288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 10/31/2024] [Accepted: 11/08/2024] [Indexed: 12/06/2024] Open
Abstract
Purpose To identify potential gaps in geriatric radiation oncology (RO) education worldwide, as measured by geriatric oncology (GO) content within postgraduate RO training program (TP) curricula across 8 focus countries. Methods and materials The need for improved education around GO is internationally recognized and is a key strategic priority of the International Society of Geriatric Oncology (SIOG).Two reviewers undertook a systematic scoping review from March to September 2023. Focus countries were selected using predefined selection criteria based on national radiation therapy (RT) service provision, RT access and post-graduate specialty training standards. This review is in accordance with evidence-based curriculum design methodology and represents the initial phase i.e., problem identification and needs assessment. Results Overall RO TP and curriculum elements varied by jurisdiction. Common elements included length of training, summative assessments and prerequisite requirements. Considerable variability exists across TPs around identified learning outcomes, content, TP organization, training networks and accreditation.Across 6 TPs, only 2 had any documented GO curriculum content. Of these, only one contained geriatric RO content scoring moderate to high based on accepted quality benchmarks. Outside official RO TPs, there is considerable GO online education content, including face to face courses, peer-reviewed articles, learning materials and resources relevant to RO postgraduate training worldwide. However accessibility to these learning interventions may be region specific and content is not standardized. Conclusions As expected, this systematic scoping review has identified significant gaps in GO education within RO TPs worldwide. These findings represent an essential step in the development of evidence-based recommendations for updating standards for GO training within RO training programs and establishing a globally accepted, standardized benchmarks for minimal geriatric RO education. In turn, this will ensure future radiation oncologists are able to deliver a high standard of care to and improve outcomes for older people with cancer.
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Affiliation(s)
- Lucinda Morris
- University of Technology Sydney (UTS), Faculty of Health, Improving Palliative, Aged and Chronic Care through Clinical Research and Translation (IMPACCT), Ultimo, NSW, Australia
- St George Cancer Care Centre, St George Hospital, Sydney, NSW, Australia
| | - Sandra Turner
- Sydney Medical School. The University of Sydney, Sydney, Australia
- Crown Princess Mary Cancer Centre, Westmead Hospital, Sydney, New South Wales, Australia
| | - Jane L. Phillips
- University of Technology Sydney (UTS), Faculty of Health, Improving Palliative, Aged and Chronic Care through Clinical Research and Translation (IMPACCT), Ultimo, NSW, Australia
- Queensland University of Technology, Faculty of Health, Brisbane, Queensland
| | - Anamika Parmar
- Bradford Teaching Hospital NHS Trust, Yorkshire, United Kingdom
| | - Meera Agar
- University of Technology Sydney (UTS), Faculty of Health, Improving Palliative, Aged and Chronic Care through Clinical Research and Translation (IMPACCT), Ultimo, NSW, Australia
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4
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Giannotti C, Ottaviani S, Muzyka M, Tagliafico L, Bacigalupo A, Belgioia L, Tominaj C, Vecchio S, Monacelli F, Nencioni A. Frailty and Overall Survival of Older Patients Undergoing Radiotherapy for Head and Neck Cancer: A Prospective Analysis. Cancers (Basel) 2024; 16:3939. [PMID: 39682127 DOI: 10.3390/cancers16233939] [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: 10/23/2024] [Revised: 11/17/2024] [Accepted: 11/20/2024] [Indexed: 12/18/2024] Open
Abstract
BACKGROUND/OBJECTIVES Over 60% of diagnoses of head and neck squamous cell carcinoma (HNSCC) occur in patients aged over 65. The benefits of radiotherapy (RT) combined with chemotherapy remain controversial in geriatric patients. Frailty stratification is underutilized in clinical practice despite evidence suggesting its predictive power. We aimed to assess the impact of pre-treatment frailty stratification on overall survival (OS) and acute radiation-related toxicity in a cohort of older patients with HNSCC. METHODS A prospective cohort of 117 patients aged ≥65 years with newly diagnosed HNSCC was enrolled between 2017 and 2022. Patients received RT with or without chemotherapy. Frailty was assessed using the 40-item Frailty Index (FI) as part of a comprehensive geriatric assessment. The primary outcomes were OS and acute RT toxicity, defined as a grade ≥ 3 based on CTCAE 5.0. Cox proportional hazard models and logistic regression models, adjusted for age, tumor stage, and chemotherapy, were used. RESULTS After a median follow-up of 819 days, FI (HR 1.478, 95% CI 1.182-1.848, p < 0.001) was an independent predictor of OS. Grade ≥ 3 toxicities were observed in 38% of patients, but frailty was not significantly associated with toxicity. A sub-analysis of oropharyngeal carcinoma patients demonstrated improved OS in HPV-positive patients (HR 0.231, 95% CI 0.078-0.686, p = 0.008). CONCLUSIONS the standardized introduction of frailty assessment in the evaluation of older HNSCC patients holds great promise for predicting long-term survival. This approach could be crucial in tailoring treatment protocols that account for the biological heterogeneity of older adults.
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Affiliation(s)
| | - Silvia Ottaviani
- Geriatrics Clinic, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, 16132 Genoa, Italy
| | - Mariya Muzyka
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
- Geriatrics Clinic, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, 16132 Genoa, Italy
| | - Luca Tagliafico
- Geriatrics Clinic, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, 16132 Genoa, Italy
| | - Almalina Bacigalupo
- Radiation Oncology Department, IRCCS Ospedale Policlinco San Martino, 16132 Genoa, Italy
| | - Liliana Belgioia
- Radiation Oncology Department, IRCCS Ospedale Policlinco San Martino, 16132 Genoa, Italy
- Department of Health Science (DISSAL), University of Genoa, 16132 Genoa, Italy
| | - Celjeta Tominaj
- Department of Health Science (DISSAL), University of Genoa, 16132 Genoa, Italy
| | - Stefania Vecchio
- Medical Oncology Department, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Fiammetta Monacelli
- Geriatrics Clinic, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, 16132 Genoa, Italy
| | - Alessio Nencioni
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
- Geriatrics Clinic, Department of Internal Medicine and Medical Specialties (DIMI), University of Genoa, 16132 Genoa, Italy
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5
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Zhu R, Wang P, Dai J, Cheng Y, Zhu H. Efficacy of chemoradiotherapy in elderly patients with stage IV inoperable head and neck cancer. Eur Arch Otorhinolaryngol 2024; 281:5931-5945. [PMID: 39042169 DOI: 10.1007/s00405-024-08805-8] [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: 01/19/2024] [Accepted: 06/24/2024] [Indexed: 07/24/2024]
Abstract
OBJECTIVES This study aimed to compare the efficacy of chemoradiotherapy (CRT) with radiotherapy (RT) alone for elderly patients (≥ 65 years) with stage IV inoperable head and neck cancer (IV-HNC). METHODS Elderly patients diagnosed with inoperable IV-HNC from 2010 to 2015 were identified using the SEER database. Then, we performed a 1:1 propensity-score matched (PSM) analysis to reduce treatment selection bias, and the prognostic role of CRT was investigated using Kaplan-Meier analysis, log-rank test, and Cox proportional hazard models. The main outcome was overall survival (OS), and the secondary outcome was cancer-specific survival (CSS). RESULTS A total of 3318 patients were enrolled, of whom 601 received RT alone and 2717 received CRT. Through PSM, 526 patients were successfully matched, and balances between the two treatment groups were reached. In the matched dataset, multivariable Cox analysis revealed that CRT was associated with better OS (HR = 0.580, P < 0.001) and CSS (HR = 0.586, P < 0.001). Meanwhile, subgroups of patients with IV-HNC (younger age, male sex, being married, black race, grade I-II, oral cavity site, T3-T4 stage, N0-N1 stage, M1 stage) were inclined to benefit more from CRT treatment. Furthermore, the survival benefit of CRT was more pronounced in patients aged 65 to 80 years, but was absent in patients aged 80 years or older. CONCLUSIONS This study indicated that CRT resulted in better survival than RT alone in elderly patients with inoperable IV-HNC, especially for those subpopulations that benefit more from CRT treatment.
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Affiliation(s)
- Runqiu Zhu
- Department of Oral and Maxillofacial Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, 79# Qingchun Road, Hangzhou, Zhejiang Province, 310003, People's Republic of China
- Zhejiang University School of Medicine, Hangzhou, China
| | - Pan Wang
- Department of Oral and Maxillofacial Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, 79# Qingchun Road, Hangzhou, Zhejiang Province, 310003, People's Republic of China
- Zhejiang University School of Medicine, Hangzhou, China
| | - Jiahui Dai
- Department of Oral and Maxillofacial Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, 79# Qingchun Road, Hangzhou, Zhejiang Province, 310003, People's Republic of China
- Zhejiang University School of Medicine, Hangzhou, China
| | - Yangxi Cheng
- Department of Oral and Maxillofacial Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, 79# Qingchun Road, Hangzhou, Zhejiang Province, 310003, People's Republic of China
- Zhejiang University School of Medicine, Hangzhou, China
| | - Huiyong Zhu
- Department of Oral and Maxillofacial Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, 79# Qingchun Road, Hangzhou, Zhejiang Province, 310003, People's Republic of China.
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6
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Li Y, Xiao Q, Chen H, Zhu E, Wang X, Dai J, Zhang X, Lu Q, Zhu Y, Yang G. Tailoring nonsurgical therapy for elderly patients with head and neck squamous cell carcinoma: A deep learning-based approach. Medicine (Baltimore) 2024; 103:e39659. [PMID: 39287264 PMCID: PMC11404971 DOI: 10.1097/md.0000000000039659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/19/2024] Open
Abstract
To assess deep learning models for personalized chemotherapy selection and quantify the impact of baseline characteristics on treatment efficacy for elderly head and neck squamous cell carcinoma (HNSCC) patients who are not surgery candidates. A comparison was made between patients whose treatments aligned with model recommendations and those whose did not, using overall survival as the primary metric. Bias was addressed through inverse probability treatment weighting (IPTW), and the impact of patient characteristics on treatment choice was analyzed via mixed-effects regression. Four thousand two hundred seventy-six elderly HNSCC patients in total met the inclusion criteria. Self-Normalizing Balanced individual treatment effect for survival data model performed best in treatment recommendation (IPTW-adjusted hazard ratio: 0.74, 95% confidence interval [CI], 0.63-0.87; IPTW-adjusted risk difference: 9.92%, 95% CI, 4.96-14.90; IPTW-adjusted the difference in restricted mean survival time: 16.42 months, 95% CI, 10.83-21.22), which surpassed other models and National Comprehensive Cancer Network guidelines. No survival benefit for chemoradiotherapy was seen for patients not recommended to receive this treatment. Self-Normalizing Balanced individual treatment effect for survival data model effectively identifies elderly HNSCC patients who could benefit from chemoradiotherapy, offering personalized survival predictions and treatment recommendations. The practical application will become a reality with further validation in clinical settings.
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Affiliation(s)
- Yang Li
- Heilongjiang University of Chinese Medicine, Harbin, China
| | - Qinyu Xiao
- Zhejiang Chinese Medical University, Zhejiang, China
| | - Haiqi Chen
- Department of Oncology, Dongying District Hospital, Dongying, Shandong, China
| | - Enzhao Zhu
- School of Medicine, Tongji University, Shanghai, China
| | - Xin Wang
- College of Electronic and Information Engineering, Tongji University, Shanghai, China
| | - Jianmeng Dai
- School of Medicine, Tongji University, Shanghai, China
| | - Xu Zhang
- School of Medicine, Tongji University, Shanghai, China
| | - Qiuyi Lu
- School of Medicine, Tongji University, Shanghai, China
| | - Yanming Zhu
- School of Medicine, Tongji University, Shanghai, China
| | - Guangliang Yang
- Department of Oncology, Dongying District Hospital, Dongying, Shandong, China
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7
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Matos LL, Kowalski LP. The need to include older patients with head and neck cancer in clinical trials. THE LANCET. HEALTHY LONGEVITY 2024; 5:e380-e381. [PMID: 38759668 DOI: 10.1016/s2666-7568(24)00067-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 04/11/2024] [Accepted: 04/15/2024] [Indexed: 05/19/2024] Open
Affiliation(s)
- Leandro Luongo Matos
- Head and Neck Surgery, Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Universidade de São Paulo (HCFMUSP), 05403-000, São Paulo, Brazil; Faculdade Israelita de Ciências da Saúde Albert Einstein, São Paulo, Brazil.
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8
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Rühle A, Weymann M, Behrens M, Marschner S, Haderlein M, Fabian A, Senger C, Dickstein DR, Kraft J, von der Grün J, Chen E, Aquino-Michaels T, Domschikowski J, Bickel A, Altay-Langguth A, Kalinauskaite G, Lewitzki V, Bonomi M, Blakaj DM, Jhawar SR, Baliga S, Barve R, Ferentinos K, Zamboglou C, Schnellhardt S, Haehl E, Spohn SKB, Kuhnt T, Zöller D, Guckenberger M, Budach V, Belka C, Bakst R, Mayer A, Schmidberger H, Grosu AL, Balermpas P, Stromberger C, Nicolay NH. A Multicenter Evaluation of Different Chemotherapy Regimens in Older Adults With Head and Neck Squamous Cell Carcinoma Undergoing Definitive Chemoradiation. Int J Radiat Oncol Biol Phys 2024; 118:1282-1293. [PMID: 37914144 DOI: 10.1016/j.ijrobp.2023.10.025] [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: 07/12/2023] [Revised: 09/26/2023] [Accepted: 10/14/2023] [Indexed: 11/03/2023]
Abstract
PURPOSE The number of older adults with head and neck squamous cell carcinoma (HNSCC) is increasing, and treatment of these patients is challenging. Although cisplatin-based chemotherapy concomitantly with radiation therapy is considered the standard regimen for patients with locoregionally advanced HNSCC, there is substantial real-world heterogeneity regarding concomitant chemotherapy in older patients with HNSCC. METHODS AND MATERIALS The SENIOR study is an international multicenter cohort study including older patients (≥65 years) with HNSCC treated with definitive radiation therapy at 13 academic centers in the United States and Europe. Patients with concomitant chemoradiation were analyzed regarding overall survival (OS) and progression-free survival (PFS) via Kaplan-Meier analyses. Fine-Gray competing risk regressions were performed regarding the incidence of locoregional failures and distant metastases. RESULTS Six hundred ninety-seven patients with a median age of 71 years were included in this analysis. Single-agent cisplatin was the most common chemotherapy regimen (n = 310; 44%), followed by cisplatin plus 5-fluorouracil (n = 137; 20%), carboplatin (n = 73; 10%), and mitomycin C plus 5-fluorouracil (n = 64; 9%). Carboplatin-based regimens were associated with diminished PFS (hazard ratio [HR], 1.39 [1.03-1.89]; P < .05) and a higher incidence of locoregional failures (subdistribution HR, 1.54 [1.00-2.38]; P = .05) compared with single-agent cisplatin, whereas OS (HR, 1.15 [0.80-1.65]; P = .46) was comparable. There were no oncological differences between single-agent and multiagent cisplatin regimens (all P > .05). The median cumulative dose of cisplatin was 180 mg/m2 (IQR, 120-200 mg/m2). Cumulative cisplatin doses ≥200 mg/m2 were associated with increased OS (HR, 0.71 [0.53-0.95]; P = .02), increased PFS (HR, 0.66 [0.51-0.87]; P = .003), and lower incidence of locoregional failures (subdistribution HR, 0.50 [0.31-0.80]; P = .004). Higher cumulative cisplatin doses remained an independent prognostic variable in the multivariate regression analysis for OS (HR, 0.996 [0.993-0.999]; P = .009). CONCLUSIONS Single-agent cisplatin can be considered in the standard chemotherapy regimen for older patients with HNSCC who can tolerate cisplatin. Cumulative cisplatin doses are prognostically relevant in older patients with HNSCC.
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Affiliation(s)
- Alexander Rühle
- Department of Radiation Oncology, University of Freiburg - Medical Center, Freiburg, Germany; German Cancer Consortium (DKTK) Partner Site Freiburg, German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Radiation Oncology, University of Leipzig, Leipzig, Germany; Cancer Center Central Germany (CCCG), Partner Site Leipzig, Leipzig, Germany.
| | - Maria Weymann
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Max Behrens
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Sebastian Marschner
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium (DKTK) Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Marlen Haderlein
- Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Alexander Fabian
- Department of Radiation Oncology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Carolin Senger
- Department of Radiation Oncology, Charité - Universitätsmedizin Berlin; Freie Universität Berlin, Humboldt-Universität zu Berlin; and Berlin Institute of Health, Berlin, Germany; German Cancer Consortium (DKTK) Partner Site Berlin, German Cancer Research Center (DKFZ), Neuenheimer Feld 280, Heidelberg, Germany
| | - Daniel R Dickstein
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Johannes Kraft
- Department of Radiation Oncology, University Hospital Würzburg, Würzburg, Germany
| | - Jens von der Grün
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, Frankfurt am Main, Germany; German Cancer Consortium (DKTK) Partner Site Frankfurt, German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Eric Chen
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, Ohio
| | - Todd Aquino-Michaels
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center, Cleveland, Ohio
| | - Justus Domschikowski
- Department of Radiation Oncology, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Amanda Bickel
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Alev Altay-Langguth
- Department of Radiotherapy and Oncology, Goethe University Frankfurt, Frankfurt am Main, Germany; German Cancer Consortium (DKTK) Partner Site Frankfurt, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Goda Kalinauskaite
- Department of Radiation Oncology, Charité - Universitätsmedizin Berlin; Freie Universität Berlin, Humboldt-Universität zu Berlin; and Berlin Institute of Health, Berlin, Germany; German Cancer Consortium (DKTK) Partner Site Berlin, German Cancer Research Center (DKFZ), Neuenheimer Feld 280, Heidelberg, Germany
| | - Victor Lewitzki
- Department of Radiation Oncology, University Hospital Würzburg, Würzburg, Germany
| | - Marcelo Bonomi
- Department of Medical Oncology, Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Dukagjin M Blakaj
- Department of Radiation Oncology, Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Sachin R Jhawar
- Department of Radiation Oncology, Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Sujith Baliga
- Department of Radiation Oncology, Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Rahul Barve
- Department of Radiation Oncology, Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Konstantinos Ferentinos
- Department of Radiation Oncology, German Oncology Center, European University of Cyprus, Limassol, Cyprus
| | - Constantinos Zamboglou
- Department of Radiation Oncology, University of Freiburg - Medical Center, Freiburg, Germany; German Cancer Consortium (DKTK) Partner Site Freiburg, German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Radiation Oncology, German Oncology Center, European University of Cyprus, Limassol, Cyprus
| | - Sören Schnellhardt
- Department of Radiation Oncology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Comprehensive Cancer Center Erlangen-EMN (CCC ER-EMN), Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany; Department of Radiotherapy and Radiation Oncology, Saarland University Medical Center, Homburg, Germany
| | - Erik Haehl
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium (DKTK) Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Simon K B Spohn
- Department of Radiation Oncology, University of Freiburg - Medical Center, Freiburg, Germany; German Cancer Consortium (DKTK) Partner Site Freiburg, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Thomas Kuhnt
- Department of Radiation Oncology, University of Leipzig, Leipzig, Germany; Cancer Center Central Germany (CCCG), Partner Site Leipzig, Leipzig, Germany
| | - Daniela Zöller
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Matthias Guckenberger
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Volker Budach
- Department of Radiation Oncology, Charité - Universitätsmedizin Berlin; Freie Universität Berlin, Humboldt-Universität zu Berlin; and Berlin Institute of Health, Berlin, Germany
| | - Claus Belka
- Department of Radiation Oncology, University Hospital, LMU Munich, Munich, Germany; German Cancer Consortium (DKTK) Partner Site Munich, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Richard Bakst
- Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Arnulf Mayer
- Department of Radiation Oncology and Radiation Therapy, University Medical Center Mainz, Mainz, Germany; German Cancer Consortium (DKTK) Partner Site Mainz, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Heinz Schmidberger
- Department of Radiation Oncology and Radiation Therapy, University Medical Center Mainz, Mainz, Germany; German Cancer Consortium (DKTK) Partner Site Mainz, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Anca-Ligia Grosu
- Department of Radiation Oncology, University of Freiburg - Medical Center, Freiburg, Germany; German Cancer Consortium (DKTK) Partner Site Freiburg, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Panagiotis Balermpas
- Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Carmen Stromberger
- Department of Radiation Oncology, Charité - Universitätsmedizin Berlin; Freie Universität Berlin, Humboldt-Universität zu Berlin; and Berlin Institute of Health, Berlin, Germany; German Cancer Consortium (DKTK) Partner Site Berlin, German Cancer Research Center (DKFZ), Neuenheimer Feld 280, Heidelberg, Germany
| | - Nils H Nicolay
- Department of Radiation Oncology, University of Freiburg - Medical Center, Freiburg, Germany; German Cancer Consortium (DKTK) Partner Site Freiburg, German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Radiation Oncology, University of Leipzig, Leipzig, Germany; Cancer Center Central Germany (CCCG), Partner Site Leipzig, Leipzig, Germany
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