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Pu Y, Yang J, Shui L, Tang Q, Zhang X, Liu G. Risk prediction models for dysphagia after radiotherapy among patients with head and neck cancer: a systematic review and meta-analysis. Front Oncol 2025; 15:1502404. [PMID: 39990691 PMCID: PMC11842330 DOI: 10.3389/fonc.2025.1502404] [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: 09/26/2024] [Accepted: 01/20/2025] [Indexed: 02/25/2025] Open
Abstract
Background Predictive models can identify patients at risk and thus enable personalized interventions. Despite the increasing number of prediction models used to predict the risk of dysphagia after radiotherapy in patients with head and neck cancer (HNC), there is still uncertainty about the effectiveness of these models in clinical practice and about the quality and applicability of future studies. The aim of this study was to systematically evaluate and analyze all predictive models used to predict dysphagia in patients with HNC after radiotherapy. Methods PubMed, Cochrane Library, EMbase and Web of Science databases were searched from database establishment to August 31, 2024. Data from selected studies were extracted using predefined tables and the quality of the predictive modelling studies was assessed using the PROBAST tool. Meta-analysis of the predictive performance of the model was performed using the "metafor" package in R software. Results Twenty-five models predicting the risk of dysphagia after radiotherapy in patients with HNC were included, covering a total of 8,024 patients. Common predictors include mean dose to pharyngeal constrictor muscles, treatment setting, and tumor site. Of these models, most were constructed based on logistic regression, while only two studies used machine learning methods. The area under the receiver operating characteristic curve (AUC) reported values for these models ranged from 0.57 to 0.909, with 13 studies having a combined AUC value of 0.78 (95% CI: 0.74-0.81). All studies showed a high risk of bias as assessed by the PROBAST tool. Conclusion Most of the published prediction models in this study have good discrimination. However, all studies were considered to have a high risk of bias based on PROBAST assessments. Future studies should focus on large sample size and rigorously designed multicenter external validation to improve the reliability and clinical applicability of prediction models for dysphagia after radiotherapy for HNC. Systematic review registration https://www.crd.york.ac.uk/prospero, identifier CRD42024587252.
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Affiliation(s)
- You Pu
- Department of Oncology, Sichuan Mianyang 404 Hospital, Mianyang, Sichuan, China
| | - Jin Yang
- Department of Cardiology, Sichuan Mianyang 404 Hospital, Mianyang, Sichuan, China
| | - Lian Shui
- Department of Oncology, Sichuan Mianyang 404 Hospital, Mianyang, Sichuan, China
| | - Qianlong Tang
- Department of Oncology, Sichuan Mianyang 404 Hospital, Mianyang, Sichuan, China
| | - Xianqin Zhang
- School of Basic Medical Sciences, Chengdu Medical College, Chengdu, Sichuan, China
| | - Guangguo Liu
- Department of Oncology, Sichuan Mianyang 404 Hospital, Mianyang, Sichuan, China
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Giraud P, Guihard S, Thureau S, Guilbert P, Ruffier A, Eugene R, Lamrani-Ghaouti A, Chargari C, Liem X, Bibault JE. Prediction of the need of enteral nutrition during radiation therapy for head and neck cancers. Radiother Oncol 2025; 203:110693. [PMID: 39716591 DOI: 10.1016/j.radonc.2024.110693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 12/01/2024] [Accepted: 12/16/2024] [Indexed: 12/25/2024]
Abstract
INTRODUCTION Patients with a head and neck (HN) cancer undergoing radiotherapy risk critical weight loss and oral intake reduction leading to enteral nutrition. We developed a predictive model for the need for enteral nutrition during radiotherapy in this setting. Its performances were reported on a real-world multicentric cohort. MATERIAL AND METHODS Two models were trained on a prospective monocentric cohort of 230 patients. The first model predicted an outcome combining severe or early fast weight loss, or severe oral intake impairment (grade 3 anorexia or dysphagia or the prescription of enteral nutrition). The second outcome only combined oral intake impairment criteria. We trained a gradient boosted tree with a nested cross validation for Bayesian optimization on a prospective cohort and predictive performances were reported on the external multicentric real-world cohort of 410 patients from 3 centres. Predictions were explainable for each patient using Shapley values. RESULTS For the first and second outcome, the model yielded a ROC curve AUC of 81 % and 80%, an accuracy of 77 % and 77 %, a positive predictive value of 77 % and 72 %, a specificity of 78 % and 79 % and a sensitivity of 75 % and 73 %. The negative predictive value was 80 % and 80 %. For each patient, the underlying Shapley values of each clinical predictor to the prediction could be displayed. Overall, the most contributing predictor was concomitant chemotherapy. CONCLUSION Our predictive model yielded good performance on a real life multicentric validation cohort to predict the need for enteral nutrition during radiotherapy for HN cancers.
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Affiliation(s)
- Paul Giraud
- INSERM UMR 1138, Team 22, Information Science to Support Personalized Medicine, Centre de Recherche des Cordeliers, Université de Paris, 15 rue de l'école de médecine 75006 Paris, France.
| | - Sebastien Guihard
- Radiation Oncology, Institut de Cancérologie Strasbourg Europe (ICANS), 17 Rue Albert Calmette 67033 Strasbourg, France
| | - Sebastien Thureau
- Radiation Oncology, Centre Henri Becquerel, 1 Rue d'Amiens, 76038 Rouen, France; Unité Litis-Quantif EA 4108, Université de Rouen Normandie, France
| | - Philippe Guilbert
- Radiation Oncology, Institut Jean Godinot, 1 rue du General Koenig 51100 Reims, France
| | - Amandine Ruffier
- Radiation Oncology, ILC Centre Jean Bernard, 64 rue de Degré, 72000 Le Mans, France
| | - Remi Eugene
- Elekta France, 19 rue du Dome, 92100 Boulogne-Billancourt, France
| | | | - Cyrus Chargari
- Radiation oncology, Pitié Salpêtrière Hospital - Sorbonne Université, 47-83 bd de l'Hôpital, 75013 Paris, France
| | - Xavier Liem
- Radiation Oncology, Centre Oscar Lambret, 3 Rue Frédéric Combemale, 59000 Lille, France
| | - Jean Emmanuel Bibault
- INSERM UMR 1138, Team 22, Information Science to Support Personalized Medicine, Centre de Recherche des Cordeliers, Université de Paris, 15 rue de l'école de médecine 75006 Paris, France; Radiation Oncology, Hôpital Européen Georges Pompidou, 20 rue Leblanc 75015 Paris, France
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Salem PP, Chami P, Daou R, Hajj J, Lin H, Chhabra AM, Simone CB, Lee NY, Hajj C. Proton Radiation Therapy: A Systematic Review of Treatment-Related Side Effects and Toxicities. Int J Mol Sci 2024; 25:10969. [PMID: 39456752 PMCID: PMC11506991 DOI: 10.3390/ijms252010969] [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: 09/20/2024] [Revised: 10/09/2024] [Accepted: 10/10/2024] [Indexed: 10/28/2024] Open
Abstract
Cancer is the second leading cause of death worldwide. Around half of all cancer patients undergo some type of radiation therapy throughout the course of their treatment. Photon radiation remains (RT) the most widely utilized modality of radiotherapy despite recent advancements in proton radiation therapy (PBT). PBT makes use of the particle's biological property known as the Bragg peak to better spare healthy tissue from radiation damage, with data to support that this treatment modality is less toxic than photon RT. Hence, proton radiation dosimetry looks better compared to photon dosimetry; however, due to proton-specific uncertainties, unexpected acute, subacute, and long-term toxicities can be encountered. Reported neurotoxicity resulting from proton radiation treatments include radiation necrosis, moyamoya syndrome, neurosensory toxicities, brain edema, neuromuscular toxicities, and neurocognitive toxicities. Pulmonary toxicities include pneumonitis and fibrosis, pleural effusions, and bronchial toxicities. Pericarditis, pericardial effusions, and atrial fibrillations are among the cardiac toxicities related to proton therapy. Gastrointestinal and hematological toxicities are also found in the literature. Genitourinary toxicities include urinary and reproductive-related toxicities. Osteological, oral, endocrine, and skin toxicities have also been reported. The side effects will be comparable to the ones following photon RT, nonetheless at an expected lower incidence. The toxicities collected mainly from case reports and clinical trials are described based on the organs affected and functions altered.
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Affiliation(s)
- Peter P. Salem
- Faculty of Medicine, American University of Beirut, Beirut 1107, Lebanon; (P.P.S.); (P.C.)
| | - Perla Chami
- Faculty of Medicine, American University of Beirut, Beirut 1107, Lebanon; (P.P.S.); (P.C.)
| | - Remy Daou
- Family Medicine Department, Hotel Dieu de France Hospital, Beirut 1660, Lebanon;
| | - Joseph Hajj
- Faculty of Medicine, University of Balamand, Beirut 1100, Lebanon;
| | - Haibo Lin
- New York Proton Center, New York, NY 10035, USA; (H.L.); (A.M.C.); (C.B.S.II); (N.Y.L.)
| | - Arpit M. Chhabra
- New York Proton Center, New York, NY 10035, USA; (H.L.); (A.M.C.); (C.B.S.II); (N.Y.L.)
| | - Charles B. Simone
- New York Proton Center, New York, NY 10035, USA; (H.L.); (A.M.C.); (C.B.S.II); (N.Y.L.)
- Memorial Sloan Kettering Cancer Center, New York, NY 10027, USA
| | - Nancy Y. Lee
- New York Proton Center, New York, NY 10035, USA; (H.L.); (A.M.C.); (C.B.S.II); (N.Y.L.)
- Memorial Sloan Kettering Cancer Center, New York, NY 10027, USA
| | - Carla Hajj
- New York Proton Center, New York, NY 10035, USA; (H.L.); (A.M.C.); (C.B.S.II); (N.Y.L.)
- Memorial Sloan Kettering Cancer Center, New York, NY 10027, USA
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Zhang L, Jin S, Wang Y, Zhang Z, Jia H, Li D, Lu Q. Predict nutrition-related adverse outcomes in head and neck cancer patients undergoing radiotherapy: A systematic review. Radiother Oncol 2024; 197:110339. [PMID: 38795812 DOI: 10.1016/j.radonc.2024.110339] [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: 01/31/2024] [Revised: 05/06/2024] [Accepted: 05/10/2024] [Indexed: 05/28/2024]
Abstract
BACKGROUND Acute nutrition-related adverse outcomes are common in head and neck cancer patients undergoing radiotherapy. Predictive models can assist in identifying high-risk patients to enable targeted intervention. We aimed to systematically evaluate predictive models for predicting severe acute nutritional symptoms, insufficient intake, tube feeding, sarcopenia, and weight loss. METHODS We searched PubMed, Web of Science, EBSCO, Embase, WanFang, CNKI, and SinoMed. We selected studies developing predictive models for the aforementioned outcomes. Data were extracted using a predefined checklist. Risk of bias and applicability assessment were assessed using the Prediction model Risk of Bias Assessment Tool. A narrative synthesis was conducted to summarize the model characteristics, risk of bias, and performance. RESULTS A total of 2941 studies were retrieved and 19 were included. Study outcome measure were different symptoms (n = 11), weight loss (n = 5), tube feeding (n = 3), and symptom or tube feeding (n = 1). Predictive factors mainly encompassed sociodemographic data, disease-related data, and treatment-related data. Seventeen studies reported area under the curve or C-index values ranging from 0.610 to 0.96, indicating moderate to good predictive performance. However, candidate predictors were incomplete, outcome measures were diverse, and the risk of bias was high. Most of them used traditional model development methods, and only two used machine learning. CONCLUSIONS Most current models showed moderate to good predictive performance. However, predictors are incomplete, outcome are inconsistent, and the risk of bias is high. Clinicians could carefully select the models with better model performance from the available models according to their actual conditions. Future research should include comprehensive and modifiable indicators and prioritize well-designed and reported studies for model development.
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Affiliation(s)
- Lichuan Zhang
- Division of Medical & Surgical Nursing, School of Nursing, Peking University, Beijing, 100191, China
| | - Shuai Jin
- Department of Adult Care, School of Nursing, Capital Medical University, Beijing, 100069, China
| | - Yujie Wang
- Department of Nursing, Henan Provincial People's Hospital, Zhengzhou University People's Hospital, Henan University People's Hospital, Henan Provincial Key Medicine Laboratory of Nursing, Zhengzhou, 450003, China
| | - Zijuan Zhang
- Division of Medical & Surgical Nursing, School of Nursing, Peking University, Beijing, 100191, China
| | - Huilin Jia
- School of Nursing, Hebei University, Baoding, 071000, China
| | - Decheng Li
- School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, China
| | - Qian Lu
- Division of Medical & Surgical Nursing, School of Nursing, Peking University, Beijing, 100191, China.
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Paetkau O, Weppler S, Kwok J, Quon HC, Gomes da Rocha C, Smith W, Tchistiakova E, Kirkby C. Pharyngeal Constrictor Dose-Volume Histogram Metrics and Patient-Reported Dysphagia in Head and Neck Radiotherapy. Clin Oncol (R Coll Radiol) 2024; 36:173-182. [PMID: 38220581 DOI: 10.1016/j.clon.2024.01.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/03/2023] [Accepted: 01/05/2024] [Indexed: 01/16/2024]
Abstract
AIMS Head and neck radiotherapy long-term survival continues to improve and the management of long-term side-effects is moving to the forefront of patient care. Dysphagia is associated with dose to the pharyngeal constrictors and can be measured using patient-reported outcomes to evaluate its effect on quality of life. The aim of the present study was to relate pharyngeal constrictor dose-volume parameters with patient-reported outcomes to identify prognostic dose constraints. MATERIALS AND METHODS A 64-patient training cohort and a 24-patient testing cohort of oropharynx and nasopharynx cancer patients treated with curative-intent chemoradiotherapy were retrospectively examined. These patients completed the MD Anderson Dysphagia Inventory outcome survey at 12 months post-radiotherapy to evaluate late dysphagia: a composite score lower than 60 indicated dysphagia. The pharyngeal constrictor muscles were subdivided into four substructures: superior, middle, inferior and cricopharyngeal. Dose-volume histogram (DVH) metrics for each of the structure combinations were extracted. A decision tree classifier was run for each DVH metric to identify dose constraints optimising the accuracy and sensitivity of the cohort. A 60% accuracy threshold and feature selection method were used to ensure statistically significant DVH metrics were identified. These dose constraints were then validated on the 24-patient testing cohort. RESULTS Existing literature dose constraints only had two dose constraints performing above 60% accuracy and sensitivity when evaluated on our training cohort. We identified two well-performing dose constraints: the pharyngeal constrictor muscle D63% < 55 Gy and the superior-middle pharyngeal constrictor combination structure V31Gy < 100%. Both dose constraints resulted in ≥73% mean accuracy and ≥80% mean sensitivity on the training and testing patient cohorts. In addition, a pharyngeal constrictor muscle mean dose <57 Gy resulted in a mean accuracy ≥74% and mean sensitivity ≥60%. CONCLUSION Mid-dose pharyngeal constrictor muscle and substructure combination dose constraints should be used in the treatment planning process to reduce late patient-reported dysphagia.
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Affiliation(s)
- O Paetkau
- Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada.
| | - S Weppler
- Tom Baker Cancer Center, Calgary, Alberta, Canada
| | - J Kwok
- Tom Baker Cancer Center, Calgary, Alberta, Canada; Division of Radiation Oncology, Department of Oncology, University of Calgary, Calgary, Alberta, Canada
| | - H C Quon
- Tom Baker Cancer Center, Calgary, Alberta, Canada
| | - C Gomes da Rocha
- Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada; Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta, Canada; Institute for Quantum Science and Technology, University of Calgary, Calgary, Alberta, Canada
| | - W Smith
- Varian Medical Systems - A Siemens Healthineers Company, Palo Alto, California, USA
| | - E Tchistiakova
- Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada
| | - C Kirkby
- Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada
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Kalavacherla S, Bernard B, Kim SS, Dornisch A, Blumenfeld L, Linnemeyer-Risser K, Sanghvi P, Guo T. Early Improved Functional Outcomes in Head and Neck Cancer Patients with Primary Tumor Detection. Laryngoscope 2024; 134:701-707. [PMID: 37462352 PMCID: PMC10874284 DOI: 10.1002/lary.30903] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 07/05/2023] [Accepted: 07/07/2023] [Indexed: 01/18/2024]
Abstract
OBJECTIVES We characterize functional outcomes in head and neck cancer of unknown primary (CUP) based on primary site identification. METHODS In this retrospective study, CUP cases were categorized as known primaries (KP) if a tumor was localized after diagnostic workup or persisting unknown primaries (UP). Age, sex, HPV status, diagnostic methods, and treatments regimens were collected. Pretreatment and short-term posttreatment (3-6 months after completion of treatment) weights, PHQ-9, Eating Assessment Tool (EAT-10), and Voice Handicap Index (VHI-10) scores were compared between UP and KP. RESULTS Among 67 CUP patients, 35 (52.2%) had identified primaries (91.4% oropharyngeal and 8.6% nasopharyngeal). KP patients were younger (58 vs. 64, p = 0.04) and more likely to be HPV-positive (88.6% vs. 50%, p = 0.002). Overall detection rates were 16.7% for PET/CT, 34.7% for direct laryngoscopy, and 46.6% for transoral robotic oropharyngectomy. Diagnostic workup was not significantly different between groups. Patients with KP received smaller intermediate radiation dose volumes (436.5 vs. 278.9 cc, p = 0.03) and lower doses to the cricopharyngeal muscle (41.6 vs. 24.6 Gy, p = 0.03).Pretreatment weights, PHQ-9, EAT-10, and VHI-10 scores did not differ between groups. However, posttreatment, UP had greater relative weight loss (-14.1% vs. -7.6%, p = 0.032), higher EAT-10 scores (12.5 vs. 3, p = 0.004), and higher PHQ-9 scores (6 vs. 1.4, p = 0.017). Specifically, UP reported more stressful swallowing, difficulty swallowing solids and pills, and swallowing affecting public eating. CONCLUSION KP patients experienced less weight loss, depression, and reduced swallowing dysfunction, highlighting an early functional benefit of primary tumor identification likely driven by reduced radiation treatment volumes. LEVEL OF EVIDENCE 4 Laryngoscope, 134:701-707, 2024.
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Affiliation(s)
- Sandhya Kalavacherla
- School of Medicine, University of California San Diego, La Jolla, California, U.S.A
| | - Benjamin Bernard
- Department of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, California, U.S.A
| | - Sangwoo S Kim
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California, U.S.A
| | - Anna Dornisch
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California, U.S.A
| | - Liza Blumenfeld
- Department of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, California, U.S.A
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California, San Diego, California, U.S.A
| | - Kristen Linnemeyer-Risser
- Department of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, California, U.S.A
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California, San Diego, California, U.S.A
| | - Parag Sanghvi
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, San Diego, California, U.S.A
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California, San Diego, California, U.S.A
| | - Theresa Guo
- Department of Otolaryngology-Head & Neck Surgery, University of California San Diego, San Diego, California, U.S.A
- Gleiberman Head and Neck Cancer Center, Moores Cancer Center, University of California, San Diego, California, U.S.A
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Radiation-Induced Esophagitis in Non-Small-Cell Lung Cancer Patients: Voxel-Based Analysis and NTCP Modeling. Cancers (Basel) 2022; 14:cancers14071833. [PMID: 35406605 PMCID: PMC8997452 DOI: 10.3390/cancers14071833] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 03/31/2022] [Accepted: 03/31/2022] [Indexed: 12/19/2022] Open
Abstract
Simple Summary Radiation-induced esophagitis (RE) is a common dose-limiting complication associated with concurrent chemoradiation therapy for Non-Small-Cell Lung Cancer (NSCLC), and a wide range of esophageal dosimetric parameters have been described as predictive of RE. In this study, we characterize the risk of RE for NSCLC patients enrolled in a prospective trial comparing intensity-modulated RT versus passive scattering proton therapy for locally advanced NSCLC. Dose patterns associated with RE were analyzed by applying voxel-based analysis approaches, and predictive models for RE were finally investigated. Two predictive models for acute RE with good cross-validated predictive performances and discrimination capability were developed (thoracic esophageal model: ROC-AUC = 0.73; whole esophagus model: ROC-AUC = 0.70). Abstract The aim of our study is to characterize the risk of radiation-induced esophagitis (RE) in a cohort of Non-Small-Cell Lung Cancer (NSCLC) patients treated with concurrent chemotherapy and photon/proton therapy. For each patient, the RE was graded according to the CTCAE v.3. The esophageal dose-volume histograms (DVHs) were extracted. Voxel-based analyses (VBAs) were performed to assess the spatial patterns of the dose differences between patients with and without RE of grade ≥ 2. Two hierarchical NTCP models were developed by multivariable stepwise logistic regression based on non-dosimetric factors and on the DVH metrics for the whole esophagus and its anatomical subsites identified by the VBA. In the 173 analyzed patients, 76 (44%) developed RE of grade ≥ 2 at a median follow-up time of 31 days. The VBA identified regions of significant association between dose and RE in a region encompassing the thoracic esophagus. We developed two NTCP models, including the RT modality and a dosimetric factor: V55Gy for the model related to the whole esophagus, and the mean dose for the model designed on the thoracic esophagus. The cross-validated performance showed good predictions for both models (ROC-AUC of 0.70 and 0.73, respectively). The only slight improvement provided by the analysis of the thoracic esophageal subsites might be due to the relevant sparing of cervical and lower thoracic esophagus in the analyzed cohort. Further studies on larger cohorts and a more heterogeneous set of dose distributions are needed to validate these preliminary findings and shed further light on the spatial patterns of RE development.
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Vermaire JA, Raaijmakers CPJ, Monninkhof EM, Verdonck-de Leeuw IM, Terhaard CHJ, Speksnijder CM. Factors associated with swallowing dysfunction in patients with head and neck cancer. Oral Dis 2022. [PMID: 35298058 DOI: 10.1111/odi.14192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 03/03/2022] [Accepted: 03/13/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND The aim of this prospective cohort study was to investigate swallowing function in relation to personal and clinical factors among patients with head and neck cancer (HNC) from diagnosis up to 2 years after treatment. METHODS The 100 mL water swallow test was measured before treatment, and 3, 6, 12, and 24 months after treatment. Linear mixed-effects model analysis was conducted to investigate changes over time and the association with personal (sex, age) and clinical (tumor site, tumor stage, treatment modality) factors. RESULTS Among 128 included patients, number of swallows increased from baseline to 3 months after treatment and decreased to baseline again at 6 months after treatment. The number of swallows was associated with age and treatment modality. CONCLUSIONS In patients with HNC, swallowing (dys)function changes over time with the worst score 3 months after treatment. A higher age and being treated with surgery are factors associated with swallowing dysfunction over time.
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Affiliation(s)
- Jorine A Vermaire
- Department of Radiation Oncology, Imaging Division, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Cornelis P J Raaijmakers
- Department of Radiation Oncology, Imaging Division, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Evelyn M Monninkhof
- Department of Epidemiology, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Irma M Verdonck-de Leeuw
- Department of Otolaryngology-Head and Neck Surgery and Cancer Center Amsterdam, UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.,Department of Clinical, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, the Netherlands
| | - Chris H J Terhaard
- Department of Radiation Oncology, Imaging Division, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Caroline M Speksnijder
- Department of Oral and Maxillofacial Surgery and Special Dental Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands.,Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
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Dhakad V, Saldanha E, Patel D, Desai S, Joseph B, Ghosh S, Monteiro A. Comparison of functional and survival outcomes in pedicled and microsurgical flap reconstruction for near-total and total glossectomies. Ann Maxillofac Surg 2022; 12:54-59. [PMID: 36199453 PMCID: PMC9527839 DOI: 10.4103/ams.ams_178_21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 05/30/2022] [Accepted: 06/23/2022] [Indexed: 11/30/2022] Open
Abstract
Introduction: Patients with advanced carcinoma tongue end up with near-total/total glossectomy (NTG/TG). We intended to compare functional, oncological, and survival outcomes of patients undergoing pedicled and microsurgical flap reconstruction in NTG/TG patients at our hospital. Methodology: A prospective study was conducted for 7 years on 91 patients with carcinoma tongue who underwent NTG/TG at our institute. Patients underwent anterolateral thigh (ALT), free radial artery forearm flap (FRAFF), and pectoralis major myocutaneous (PMMC) flap reconstruction and were followed up for immediate complications and functional outcomes for speech, swallowing, and decannulation after completion of adjuvant treatment and then for survival rates for a period of 60 months and statistically analysed with log rank test and Fisher’s exact test for correlation. Results: Ninety-one (42.85%) patients underwent NTG, while 57.14% underwent TG. 85% of patients had >5 mm margin, 14% had ≤ of 5 mm, and none were positive. 57% of patients did not have postoperative complications and 10% underwent re-exploration. During follow-up, 85.7% of patients were able to take orally: 52% soft diet and 32% liquid diet. Multivariate analysis of individual flaps, swallowing, and speech intelligibility values were significant. After 5 years of postadjuvant therapy, there was 76% overall survival, 11% local recurrence and 12% had regional recurrence. Discussion: Morbidity and functional outcome depends on the extent of resection. PMMC flaps can be done on lack of expertise. FRAFF has better functional outcomes owing to pliability of flap. ALT and other bulky flaps require expertise and are prone to flap-related complications. Planning of reconstruction should be based on the defect size together with counseling of patients regarding the risk of complications and delay in adjuvant therapy.
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10
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Chen G, Han Y, Zhang H, Tu W, Zhang S. Radiotherapy-Induced Digestive Injury: Diagnosis, Treatment and Mechanisms. Front Oncol 2021; 11:757973. [PMID: 34804953 PMCID: PMC8604098 DOI: 10.3389/fonc.2021.757973] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 10/20/2021] [Indexed: 12/12/2022] Open
Abstract
Radiotherapy is one of the main therapeutic methods for treating cancer. The digestive system consists of the gastrointestinal tract and the accessory organs of digestion (the tongue, salivary glands, pancreas, liver and gallbladder). The digestive system is easily impaired during radiotherapy, especially in thoracic and abdominal radiotherapy. In this review, we introduce the physical classification, basic pathogenesis, clinical characteristics, predictive/diagnostic factors, and possible treatment targets of radiotherapy-induced digestive injury. Radiotherapy-induced digestive injury complies with the dose-volume effect and has a radiation-based organ correlation. Computed tomography (CT), MRI (magnetic resonance imaging), ultrasound (US) and endoscopy can help diagnose and evaluate the radiation-induced lesion level. The latest treatment approaches include improvement in radiotherapy (such as shielding, hydrogel spacers and dose distribution), stem cell transplantation and drug administration. Gut microbiota modulation may become a novel approach to relieving radiogenic gastrointestinal syndrome. Finally, we summarized the possible mechanisms involved in treatment, but they remain varied. Radionuclide-labeled targeting molecules (RLTMs) are promising for more precise radiotherapy. These advances contribute to our understanding of the assessment and treatment of radiation-induced digestive injury.
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Affiliation(s)
- Guangxia Chen
- Department of Gastroenterology, The First People's Hospital of Xuzhou, Xuzhou Municipal Hospital Affiliated to Xuzhou Medical University, Xuzhou, China
| | - Yi Han
- Department of Gastroenterology, The First People's Hospital of Xuzhou, Xuzhou Municipal Hospital Affiliated to Xuzhou Medical University, Xuzhou, China
| | - Haihan Zhang
- Department of Gastroenterology, The First People's Hospital of Xuzhou, Xuzhou Municipal Hospital Affiliated to Xuzhou Medical University, Xuzhou, China
| | - Wenling Tu
- The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Shuyu Zhang
- The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China.,West China Second University Hospital, Sichuan University, Chengdu, China
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11
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de Oliveira Faria S, Hurwitz G, Kim J, Liberty J, Orchard K, Liu G, Barbera L, Howell D. Identifying Patient-Reported Outcome Measures (PROMs) for Routine Surveillance of Physical and Emotional Symptoms in Head and Neck Cancer Populations: A Systematic Review. J Clin Med 2021; 10:jcm10184162. [PMID: 34575271 PMCID: PMC8470145 DOI: 10.3390/jcm10184162] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 09/03/2021] [Accepted: 09/08/2021] [Indexed: 11/16/2022] Open
Abstract
The aims of this review were to identify symptoms experienced by head and neck cancer (HNC) patients and their prevalence, as well as to compare symptom coverage identified in HNC specific patient-reported outcome measures (PROMs). Searches of Ovid Medline, Embase, PsychInfo, and CINAHL were conducted to identify studies. The search revealed 4569 unique articles and identified 115 eligible studies. The prevalence of reported symptoms was highly variable among included studies. Variability in sample size, timing of the assessments, and the use of different measures was noted across studies. Content mapping of commonly used PROMs showed variability and poor capture of prevalent symptoms, even though validation studies confirmed satisfactory reliability and validity. This suggests limitations of some of the tools in providing an accurate and comprehensive picture of the patient's symptoms and problems.
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Affiliation(s)
- Sheilla de Oliveira Faria
- Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo 01246-903, Brazil
- Department of Supportive Care, Princess Margaret Cancer Centre, Toronto, ON M5G 2M9, Canada;
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON M5T 1P8, Canada
- Correspondence: ; Tel.: +55-11-3061-8278
| | - Gillian Hurwitz
- Cancer Care Ontario, Toronto, ON M5G 2L7, Canada; (G.H.); (J.K.); (J.L.); (K.O.)
| | - Jaemin Kim
- Cancer Care Ontario, Toronto, ON M5G 2L7, Canada; (G.H.); (J.K.); (J.L.); (K.O.)
| | - Jacqueline Liberty
- Cancer Care Ontario, Toronto, ON M5G 2L7, Canada; (G.H.); (J.K.); (J.L.); (K.O.)
| | - Kimberly Orchard
- Cancer Care Ontario, Toronto, ON M5G 2L7, Canada; (G.H.); (J.K.); (J.L.); (K.O.)
| | - Geoffrey Liu
- Department of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, ON M5G 2M9, Canada;
- Dalla Lana School of Public Health, Toronto, ON M5T 3M7, Canada
- Temerty Faculty of Medicine, Toronto, ON M5S 1A8, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, ON M5S 1A1, Canada
| | - Lisa Barbera
- Tom Baker Cancer Centre, University of Calgary, Calgary, AB T2N 1N4, Canada;
| | - Doris Howell
- Department of Supportive Care, Princess Margaret Cancer Centre, Toronto, ON M5G 2M9, Canada;
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON M5T 1P8, Canada
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12
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Koyama S, Morisaki T, Taira K, Fukuhara T, Fujiwara K. Sequential Evaluation of Swallowing Function During Chemoradiotherapy for Head and Neck Cancer. Yonago Acta Med 2021; 64:234-239. [PMID: 34429700 DOI: 10.33160/yam.2021.08.001] [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: 03/30/2021] [Accepted: 05/20/2021] [Indexed: 11/05/2022]
Abstract
Background Many studies have addressed chronic dysphagia resulting from chemoradiotherapy for head and neck cancer (HNC) because of its severity, but changes in the swallowing function during chemoradiotherapy has been rarely reported. This study aimed to elucidate the changes in the swallowing function during chemoradiotherapy for HNC. Methods From April 2018 to July 2020, 20 patients who underwent definitive or postoperative chemoradiotherapy at our hospital for head and neck squamous cell carcinoma were evaluated by flexible endoscopy with the Hyodo scoring system for swallowing, the Penetration-Aspiration Scale (PAS), and the Functional Outcomes Swallowing Scale (FOSS). Results Assessments at the start of treatment, at 40 Gy, and at the end of treatment yielded these mean values: Hyodo score-0.39, 1.22, and 2.56; PAS-1.00, 1.05, and 1.5; FOSS-0.2, 0.55, and 1.1, respectively. The Dunn multiple comparison test was used for analysis to determine significance (P < 0.05). The Hyodo score and FOSS were significantly increased at the end of treatment versus initial evaluation; however, score was maintained at a tolerable level for oral intake. PAS did not show a significant increase. Conclusion In conclusion, changes in the swallowing function during chemoradiotherapy for HNC were mild, and swallowing function was maintained at a tolerable level for oral intake.
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Affiliation(s)
- Satoshi Koyama
- Division of Otolaryngology, Head and Neck Surgery, Department of Sensory and Motor Organs, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Tsuyoshi Morisaki
- Division of Otolaryngology, Head and Neck Surgery, Department of Sensory and Motor Organs, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Kenkichiro Taira
- Division of Otolaryngology, Head and Neck Surgery, Department of Sensory and Motor Organs, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Takahiro Fukuhara
- Division of Otolaryngology, Head and Neck Surgery, Department of Sensory and Motor Organs, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
| | - Kazunori Fujiwara
- Division of Otolaryngology, Head and Neck Surgery, Department of Sensory and Motor Organs, School of Medicine, Faculty of Medicine, Tottori University, Yonago 683-8504, Japan
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13
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Cella L, Monti S, Thor M, Rimner A, Deasy JO, Palma G. Radiation-Induced Dyspnea in Lung Cancer Patients Treated with Stereotactic Body Radiation Therapy. Cancers (Basel) 2021; 13:cancers13153734. [PMID: 34359634 PMCID: PMC8345168 DOI: 10.3390/cancers13153734] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 07/20/2021] [Accepted: 07/23/2021] [Indexed: 01/10/2023] Open
Abstract
Simple Summary Dyspnea is a common symptomatic side-effect of thoracic radiation therapy. The aim of this study is to build a predictive model of any-grade radiation-induced dyspnea within six months after stereotactic body radiation therapy in patients treated for non-small cell lung cancer. The occurrence of pre-treatment chronic obstructive pulmonary disease and higher relative lungs volume receiving more than 15 Gy as well as heart volume were shown to be risk factors for dyspnea. The obtained results encourage further studies on the topic, which could validate the present organ-based findings and explore the voxel-based landscape of radiation dose sensitivity in the development of dyspnea. Abstract In this study, we investigated the prognostic factors for radiation-induced dyspnea after hypo-fractionated radiation therapy (RT) in 106 patients treated with Stereotactic Body RT for Non-Small-Cell Lung Cancer (NSCLC). The median prescription dose was 50 Gy (range: 40–54 Gy), delivered in a median of four fractions (range: 3–12). Dyspnea within six months after SBRT was scored according to CTCAE v.4.0. Biologically Effective Dose (α/β = 3 Gy) volume histograms for lungs and heart were extracted. Dosimetric parameters along with patient-specific and treatment-related factors were analyzed, multivariable logistic regression method with Leave-One-Out (LOO) internal validation applied. Model performance was evaluated by the area under the receiver operating characteristic (ROC) curve (AUC) and calibration plot parameters. Fifty-seven patients (53.8%) out of 106 developed dyspnea of any grade after SBRT (25/57 grade ≥ 2 cases). A three-variable predictive model including patient comorbidity (COPD), heart volume and the relative lungs volume receiving more than 15 Gy was selected. The model displays an encouraging performance given by a training ROC-AUC = 0.71 [95%CI 0.61–0.80] and a LOO-ROC-AUC = 0.64 [95%CI 0.53–0.74]. Further modeling efforts are needed for dyspnea prediction in hypo-fractionated treatments in order to identify patients at high risk for developing lung toxicity more accurately.
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Affiliation(s)
- Laura Cella
- Institute of Biostructures and Bioimaging, National Research Council, 80145 Napoli, Italy;
- Correspondence: (L.C.); (G.P.)
| | - Serena Monti
- Institute of Biostructures and Bioimaging, National Research Council, 80145 Napoli, Italy;
| | - Maria Thor
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (M.T.); (J.O.D.)
| | - Andreas Rimner
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA;
| | - Joseph O. Deasy
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; (M.T.); (J.O.D.)
| | - Giuseppe Palma
- Institute of Biostructures and Bioimaging, National Research Council, 80145 Napoli, Italy;
- Correspondence: (L.C.); (G.P.)
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14
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Chiu YH, Tseng WH, Ko JY, Wang TG. Radiation-induced swallowing dysfunction in patients with head and neck cancer: A literature review. J Formos Med Assoc 2021; 121:3-13. [PMID: 34246510 DOI: 10.1016/j.jfma.2021.06.020] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 05/28/2021] [Accepted: 06/21/2021] [Indexed: 12/20/2022] Open
Abstract
Swallowing dysfunction is a prevailing state following radiotherapy in patients with head and neck cancer. Following the advancement of cancer treatment in recent years, the survival rate of head and neck cancer has gradually increased. Simultaneously, patients with head and neck cancer suffer due to the long-duration and more prominent swallowing dysfunction states. Based on an extensive literature review, we aimed to explore the mechanisms, risk factors, and clinical evaluations of swallowing dysfunction and their related symptoms following radiotherapy. These include functional changes of the muscles, trismus, xerostomia, neuropathy, and lymphedema. When swallowing dysfunction occurs, patients usually seek medical help and are referred for rehabilitation therapy, such as muscle strengthening and tongue resistance exercise. Furthermore, clinicians should discuss with patients how and when to place the feeding tube. Only through detailed evaluation and management can swallowing dysfunction resolve and improve the quality of life of patients with head and neck cancer following radiotherapy.
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Affiliation(s)
- Yi-Hsiang Chiu
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Wen-Hsuan Tseng
- Department of Otolaryngology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Jenq-Yuh Ko
- Department of Otolaryngology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Tyng-Guey Wang
- Department of Physical Medicine and Rehabilitation, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.
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15
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Ebert MA, Gulliford S, Acosta O, de Crevoisier R, McNutt T, Heemsbergen WD, Witte M, Palma G, Rancati T, Fiorino C. Spatial descriptions of radiotherapy dose: normal tissue complication models and statistical associations. Phys Med Biol 2021; 66:12TR01. [PMID: 34049304 DOI: 10.1088/1361-6560/ac0681] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 05/28/2021] [Indexed: 12/20/2022]
Abstract
For decades, dose-volume information for segmented anatomy has provided the essential data for correlating radiotherapy dosimetry with treatment-induced complications. Dose-volume information has formed the basis for modelling those associations via normal tissue complication probability (NTCP) models and for driving treatment planning. Limitations to this approach have been identified. Many studies have emerged demonstrating that the incorporation of information describing the spatial nature of the dose distribution, and potentially its correlation with anatomy, can provide more robust associations with toxicity and seed more general NTCP models. Such approaches are culminating in the application of computationally intensive processes such as machine learning and the application of neural networks. The opportunities these approaches have for individualising treatment, predicting toxicity and expanding the solution space for radiation therapy are substantial and have clearly widespread and disruptive potential. Impediments to reaching that potential include issues associated with data collection, model generalisation and validation. This review examines the role of spatial models of complication and summarises relevant published studies. Sources of data for these studies, appropriate statistical methodology frameworks for processing spatial dose information and extracting relevant features are described. Spatial complication modelling is consolidated as a pathway to guiding future developments towards effective, complication-free radiotherapy treatment.
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Affiliation(s)
- Martin A Ebert
- School of Physics, Mathematics and Computing, University of Western Australia, Crawley, Western Australia, Australia
- Department of Radiation Oncology, Sir Charles Gairdner Hospital, Nedlands, Western Australia, Australia
- 5D Clinics, Claremont, Western Australia, Australia
| | - Sarah Gulliford
- Department of Radiotherapy Physics, University College Hospitals London, United Kingdom
- Department of Medical Physics and Bioengineering, University College London, United Kingdom
| | - Oscar Acosta
- Univ Rennes, CLCC Eugène Marquis, INSERM, LTSI-UMR 1099, F-35000 Rennes, France
| | | | - Todd McNutt
- Johns Hopkins University, Baltimore, Maryland, United States of America
| | | | - Marnix Witte
- The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Giuseppe Palma
- Institute of Biostructures and Bioimaging, National Research Council, Napoli, Italy
| | - Tiziana Rancati
- Prostate Cancer Program, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Claudio Fiorino
- Medical Physics, San Raffaele Scientific Institute, Milano, Italy
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16
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Vermaire JA, Terhaard CHJ, Verdonck-de Leeuw IM, Raaijmakers CPJ, Speksnijder CM. Reliability of the 100 mL water swallow test in patients with head and neck cancer and healthy subjects. Head Neck 2021; 43:2468-2476. [PMID: 33955058 PMCID: PMC9543915 DOI: 10.1002/hed.26723] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 03/08/2021] [Accepted: 04/14/2021] [Indexed: 12/14/2022] Open
Abstract
Background Dysphagia may occur in up to 44% of patients with head and neck cancer (HNC) treated with radiation therapy and up to 84% of patients treated with surgery. To test the extent of dysphagia, the 100 mL water swallow test (WST) was developed. In this study, reliability of the 100 mL WST was determined in patients with HNC and healthy subjects. Methods Thirty‐three patients and 40 healthy subjects performed the WST twice on the same day. To assess reliability, the intraclass correlation coefficient (ICC2,1), standard error of measurement, smallest detectable change, and limits of agreement were calculated. Results Good to excellent correlations were found for patients with HNC (number of swallows; ICC = 0.923, duration; ICC = 0.893), and excellent correlations for healthy subjects (number of swallows; ICC = 0.950, duration; ICC = 0.916). Conclusion The 100 mL WST has a good to excellent reliability in patients with HNC and healthy subjects.
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Affiliation(s)
- Jorine A Vermaire
- Department of Radiation Oncology, Imaging Division, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Chris H J Terhaard
- Department of Radiation Oncology, Imaging Division, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Irma M Verdonck-de Leeuw
- Department of Otolaryngology-Head and Neck Surgery and Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Department of Clinical, Neuro- and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Cornelis P J Raaijmakers
- Department of Radiation Oncology, Imaging Division, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Caroline M Speksnijder
- Department of Oral and Maxillofacial Surgery and Special Dental Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,Department of Head and Neck Surgical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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17
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de Oliveira Faria S, Howell D, Vamondes Kulcsar MA, Eluf-Neto J. Nutritional outcomes in head and neck cancer patients: is intensive nutritional care worth it? Cancer Treat Res Commun 2020; 25:100233. [PMID: 33161323 DOI: 10.1016/j.ctarc.2020.100233] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 10/20/2020] [Accepted: 10/30/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVE This study aimed to compare nutritional outcomes before and after implementation of weekly dietetic counseling (intensive nutritional care) in head and neck cancers patients. METHODS A retrospective study with all head and neck patients, who received radiotherapy between January 2010 and December 2017 were performed. The main outcome was significant weight loss. Compliance to caloric and protein recommendations were also evaluated. RESULTS In all, 472 patients were included. Weight loss was not different between before and after implementation (-6.7%; IQ -10.5/-1.9 vs -5.0%; IQ -9.8/-0.7;p=0.06).There were no significant difference in terms of meeting the recommended intake. Higher baseline body mass index and oral nutritional support predicted significant weight loss. CONCLUSION Implementation of intensive nutritional care did not have an impact on weight loss and energy and protein intake in head and neck cancer patients. Further research would be of value to determine the appropriate service-delivery model to achieve optimal patient outcomes.
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Affiliation(s)
- Sheilla de Oliveira Faria
- Departamento de Medicina Preventiva, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, SP, Brazil; Princess Margaret Cancer Centre Research Institute, Toronto, Ontario, Canada; Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada.
| | - Doris Howell
- Princess Margaret Cancer Centre Research Institute, Toronto, Ontario, Canada; Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
| | - Marco Auré Vamondes Kulcsar
- Cirurgia de Cabeça e Pescoço, Instituto do Câncer do Estado de São Paulo (ICESP), Hospital das Clinicas HCFMUSP, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Jose Eluf-Neto
- Departamento de Medicina Preventiva, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
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18
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Azzam P, Mroueh M, Francis M, Daher AA, Zeidan YH. Radiation-induced neuropathies in head and neck cancer: prevention and treatment modalities. Ecancermedicalscience 2020; 14:1133. [PMID: 33281925 PMCID: PMC7685771 DOI: 10.3332/ecancer.2020.1133] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2020] [Indexed: 12/24/2022] Open
Abstract
Head and neck cancer (HNC) is the sixth most common human malignancy with a global incidence of 650,000 cases per year. Radiotherapy (RT) is commonly used as an effective therapy to treat tumours as a definitive or adjuvant treatment. Despite the substantial advances in RT contouring and dosage delivery, patients suffer from various radiation-induced complications, among which are toxicities to the nervous tissues in the head and neck area. Radiation-mediated neuropathies manifest as a result of increased oxidative stress-mediated apoptosis, neuroinflammation and altered cellular function in the nervous tissues. Eventually, molecular damage results in the formation of fibrotic tissues leading to susceptible loss of function of numerous neuronal substructures. Neuropathic sequelae following irradiation in the head and neck area include sensorineural hearing loss, alterations in taste and smell functions along with brachial plexopathy, and cranial nerves palsies. Numerous management options are available to relieve radiation-associated neurotoxicities notwithstanding treatment alternatives that remain restricted with limited benefits. In the scope of this review, we discuss the use of variable management and therapeutic modalities to palliate common radiation-induced neuropathies in head and neck cancers.
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Affiliation(s)
- Patrick Azzam
- Department of Anatomy, Cell Biology and Physiology, Faculty of Medicine, American University of Beirut, Beirut 1107 2020, Lebanon
| | - Manal Mroueh
- Department of Anatomy, Cell Biology and Physiology, Faculty of Medicine, American University of Beirut, Beirut 1107 2020, Lebanon
| | - Marina Francis
- Department of Anatomy, Cell Biology and Physiology, Faculty of Medicine, American University of Beirut, Beirut 1107 2020, Lebanon
| | - Alaa Abou Daher
- Department of Anatomy, Cell Biology and Physiology, Faculty of Medicine, American University of Beirut, Beirut 1107 2020, Lebanon
| | - Youssef H Zeidan
- Department of Anatomy, Cell Biology and Physiology, Faculty of Medicine, American University of Beirut, Beirut 1107 2020, Lebanon
- Department of Radiation Oncology, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon
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19
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Sharabiani M, Clementel E, Andratschke N, Hurkmans C. Generalizability assessment of head and neck cancer NTCP models based on the TRIPOD criteria. Radiother Oncol 2020; 146:143-150. [PMID: 32155505 DOI: 10.1016/j.radonc.2020.02.013] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 02/06/2020] [Accepted: 02/17/2020] [Indexed: 12/23/2022]
Abstract
This review aimed to provide an overview of the level of maturity of normal tissue complication probability (NTCP) models for head and neck cancer (HNC) patients. A systematic literature review was performed to retrieve NTCP models for HNC toxicities. Patient population characteristics, NTCP model and the predictors, treatment technique and endpoint definition were extracted per article. Models were then scored based on the TRIPOD (transparent reporting of a multivariable prediction model for individual prognosis or diagnosis) consensus guidelines to evaluate their generalizability. 335 articles on photon and proton therapy of HNC were identified and 52 relevant articles were further analyzed. Eighteen articles on xerostomia and sticky saliva (TRIPOD types 1a-2b: 15; TRIPOD type 3: 1; TRIPOD types 4a: 1 & 4b:1), thirteen articles on dysphagia and tube feeding dependence (TRIPOD types 1a-2b: 7; TRIPOD type 3: 2; TRIPOD types 4a:2 & 4b:2), five articles on oral mucositis (TRIPOD types 1a-2b: 4; TRIPOD type 4b: 1), seven articles on hypothyroidism (TRIPOD types 1a-2b: 4; TRIPOD type 3: 1; TRIPOD types 4a: 1 & 4b:1), four articles on hearing loss and tinnitus (TRIPOD type 1a: 4) and ten articles on esophagitis (TRIPOD types 1a-2b: 9; TRIPOD type 4a: 1) were included. External validation studies of HNC NTCP models are scarce. Moreover, the majority of them were validating a model developed by the same researchers. Only 2 independent external validation studies were found. There is a strong need to publish external validation studies to get more mature NTCP models applicable in clinical practice.
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Affiliation(s)
- Marjan Sharabiani
- European Organisation for Research and Treatment of Cancer (EORTC) Headquarters, Brussels, Belgium.
| | - Enrico Clementel
- European Organisation for Research and Treatment of Cancer (EORTC) Headquarters, Brussels, Belgium
| | - Nicolaus Andratschke
- Department of Radiation Oncology, University Hospital Zürich, University of Zurich, Zürich, Switzerland; EORTC Radiation Oncology Group, Brussels, Belgium
| | - Coen Hurkmans
- Department of Radiation Oncology, Catharina Hospital, Eindhoven, The Netherlands; EORTC Radiation Oncology Group, Brussels, Belgium
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20
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Alterio D, D’Ippolito E, Vischioni B, Fossati P, Gandini S, Bonora M, Ronchi S, Vitolo V, Mastella E, Magro G, Franco P, Ricardi U, Krengli M, Ivaldi G, Ferrari A, Fanetti G, Comi S, Tagliabue M, Verri E, Ricotti R, Ciardo D, Jereczek-Fossa BA, Valvo F, Orecchia R. Mixed-beam approach in locally advanced nasopharyngeal carcinoma: IMRT followed by proton therapy boost versus IMRT-only. Evaluation of toxicity and efficacy. Acta Oncol 2020; 59:541-548. [PMID: 32090645 DOI: 10.1080/0284186x.2020.1730001] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Objective: To compare radiation-induced toxicity and dosimetry parameters in patients with locally advanced nasopharyngeal cancer (LANPC) treated with a mixed-beam (MB) approach (IMRT followed by proton therapy boost) with an historic cohort of patients treated with a full course of IMRT-only.Material and methods: Twenty-seven patients with LANPC treated with the MB approach were compared to a similar cohort of 17 patients treated with IMRT-only. The MB approach consisted in a first phase of IMRT up to 54-60 Gy followed by a second phase delivered with a proton therapy boost up to 70-74 Gy (RBE). The total dose for patients treated with IMRT-only was 69.96 Gy. Induction chemotherapy was administrated to 59 and 88% and concurrent chemoradiotherapy to 88 and 100% of the MB and IMRT-only patients, respectively. The worst toxicity occurring during the entire course of treatment (acute toxicity) and early-late toxicity were registered according to the Common Terminology Criteria Adverse Events V4.03.Results: The two cohorts were comparable. Patients treated with MB received a significantly higher median total dose to target volumes (p = .02). Acute grade 3 mucositis was found in 11 and 76% (p = .0002) of patients treated with MB and IMRT-only approach, respectively, while grade 2 xerostomia was found in 7 and 35% (p = .02) of patients treated with MB and IMRT-only, respectively. There was no statistical difference in late toxicity. Local progression-free survival (PFS) and progression-free survival curves were similar between the two cohorts of patients (p = .17 and p = .40, respectively). Local control rate was 96% and 81% for patients treated with MB approach and IMRT-only, respectively.Conclusions: Sequential MB approach for LANPC patients provides a significantly lower acute toxicity profile compared to full course of IMRT. There were no differences in early-late morbidities and disease-related outcomes (censored at two-years) but a longer follow-up is required to achieve conclusive results.
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Affiliation(s)
- Daniela Alterio
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Emma D’Ippolito
- Radiation Oncology Clinical Department, National Center of Oncological Hadrontherapy, Pavia, Italy
| | - Barbara Vischioni
- Radiation Oncology Clinical Department, National Center of Oncological Hadrontherapy, Pavia, Italy
| | - Piero Fossati
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Radiation Oncology Clinical Department, National Center of Oncological Hadrontherapy, Pavia, Italy
| | - Sara Gandini
- Department of Experimental Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Maria Bonora
- Radiation Oncology Clinical Department, National Center of Oncological Hadrontherapy, Pavia, Italy
| | - Sara Ronchi
- Radiation Oncology Clinical Department, National Center of Oncological Hadrontherapy, Pavia, Italy
| | - Viviana Vitolo
- Radiation Oncology Clinical Department, National Center of Oncological Hadrontherapy, Pavia, Italy
| | - Edoardo Mastella
- Radiation Oncology Clinical Department, National Center of Oncological Hadrontherapy, Pavia, Italy
| | - Giuseppe Magro
- Radiation Oncology Clinical Department, National Center of Oncological Hadrontherapy, Pavia, Italy
| | | | - Umberto Ricardi
- Department of Oncology, Radiation Oncology, University of Torino, Turin, Italy
| | - Marco Krengli
- Department of Translational Medicine, Novara, University of Piemonte Orientale, Vercelli, Italy
| | - Giovanni Ivaldi
- Unit of Radiation Oncology, ICS Maugeri, IRCSS, Pavia, Italy
| | - Annamaria Ferrari
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Giuseppi Fanetti
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Stefania Comi
- Unit of Medical Physics, European Institute of Oncology, Milan, Italy
| | - Marta Tagliabue
- Department of Head and Neck Surgery and Otorhinolaryngology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Elena Verri
- Department of Medical Oncology, European Institute of Oncology, Milan, Italy
| | - Rosalinda Ricotti
- Radiation Oncology Clinical Department, National Center of Oncological Hadrontherapy, Pavia, Italy
| | - Delia Ciardo
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Barbara Alicja Jereczek-Fossa
- Division of Radiation Oncology, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Francesca Valvo
- Radiation Oncology Clinical Department, National Center of Oncological Hadrontherapy, Pavia, Italy
| | - Roberto Orecchia
- Scientific Direction, European Institute of Oncology IRCCS, Milan, Italy
- Scientific Direction, National Center of Oncological Hadrontherapy, Pavia, Italy
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21
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Age-dependent hemato- and nephrotoxicity in patients with head and neck cancer receiving chemoradiotherapy with weekly cisplatin. Strahlenther Onkol 2019; 196:515-521. [PMID: 31784802 DOI: 10.1007/s00066-019-01550-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Accepted: 11/06/2019] [Indexed: 01/13/2023]
Abstract
BACKGROUND AND PURPOSE In cases of simultaneous chemoradiotherapy (CRT), early recognition of toxic side effects is important, as drug discontinuation may prevent further injury. It appears favorable to undertake further steps to investigate whether patient subgroups behave differently depending on their toxicity profile. METHODS We retrospectively analyzed 125 consecutive patients with non-metastasized carcinoma of the head and neck who were treated with CRT (cisplatin 40 mg/m2 weekly) in 2013/2014. Patients were planned to receive six cycles of cisplatin. Statistical analyses were performed using the chi2 test, t-test, Kaplan-Meier method, and the log-rank test, as appropriate. RESULTS Eighty-six patients did not reach the intended sixth cycle (68.8%; 60.0% of whom were ≥60 years, p < 0.05). Acute kidney injury (glomerular filtration rate <60 mL/min/1.73m2) was the most common reason for drug discontinuation (26.7%; 82.6% of whom were ≥60 years; p < 0.01), followed by leukopenia <3/nL (23.3%; 75% of whom were <60 years; p < 0.01) and infection (11.6%). Patients who underwent ≥5 cycles were associated with prolonged overall survival and metastasis-free survival after CRT (p < 0.02; median follow-up 24 months), especially patients <60 years. CONCLUSION Acute kidney injury was the most common side effect in patients ≥60 years, whereas leukopenia characteristically occurred significantly more often in younger patients. Discontinuing cisplatin during CRT was associated with a worse outcome, especially in patients <60 years.
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Is there a patient population with squamous cell carcinoma of the head and neck region who might benefit from de-intensification of postoperative radiotherapy? : A monocentric retrospective analysis of a previously defined low-risk patient population treated with standard-of-care radiotherapy. Strahlenther Onkol 2019; 195:482-495. [PMID: 30610355 DOI: 10.1007/s00066-018-1415-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Accepted: 12/11/2018] [Indexed: 12/14/2022]
Abstract
PURPOSE The aim of this retrospective study was to evaluate the clinical outcome of a previously defined low-risk patient population with completely resected (R0) squamous cell carcinoma of the oral cavity, oropharynx, larynx (pT1-3, pN0-pN2b), hypopharynx (pT1-2, pN0-pN1), and the indication for postoperative radio(chemo)therapy. PATIENTS AND METHODS According to predefined criteria, 99 patients with head and neck squamous cell carcinoma (SCC) who were treated at our institution from January 1, 2005 to December 31, 2014, were available for analysis. The Kaplan-Meier method was used for calculating survival and incidence rates. For univariate comparative analysis, the log-rank test was used for analyzing prognostic clinicopathologic parameters. RESULTS Median follow-up was 67 months. Cumulative overall (OS) and disease-free survival (DFS) were 97.9%/94.7%/88.0% and 96.9%/92.6%/84.7% after 1, 2, and 5 years, respectively. Cumulative incidence of loco-regional recurrence (LRR), distant metastases (DM), and second cancer (SC) were 1.0%/1.0%/4.9%, 0.0%/3.4%/5.8%, and 2.1%/4.2%/13.1%, respectively. In univariate comparative analysis, location of the primary tumor in the oropharynx was a significant predictor for increased OS (p = 0.043) and DFS (p = 0.048). CONCLUSION Considering the low disease relapse rates and high rates of therapy-induced late side effects, as well as the increased risk of developing SC, a prospective multicentric trial investigating de-escalation of radiotherapy in this clearly defined low-risk patient population was started and is still recruiting patients (DIREKHT-Trial, NCT02528955).
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Kufeldt J, Viehrig M, Schweikert D, Fritsche A, Bamberg M, Adolph M. Treatment of malnutrition decreases complication rates and shortens the length of hospital stays in a radiation oncology department. Strahlenther Onkol 2018; 194:1049-1059. [DOI: 10.1007/s00066-018-1360-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 08/17/2018] [Indexed: 01/16/2023]
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Pattern of dysphagia after swallowing-sparing intensity-modulated radiotherapy (IMRT) of head and neck cancers: results of a mono-institutional prospective study. Strahlenther Onkol 2018; 194:1114-1123. [DOI: 10.1007/s00066-018-1328-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2018] [Accepted: 06/16/2018] [Indexed: 10/28/2022]
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25
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Dean J, Wong K, Gay H, Welsh L, Jones AB, Schick U, Oh JH, Apte A, Newbold K, Bhide S, Harrington K, Deasy J, Nutting C, Gulliford S. Incorporating spatial dose metrics in machine learning-based normal tissue complication probability (NTCP) models of severe acute dysphagia resulting from head and neck radiotherapy. Clin Transl Radiat Oncol 2018; 8:27-39. [PMID: 29399642 PMCID: PMC5796681 DOI: 10.1016/j.ctro.2017.11.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2017] [Revised: 11/16/2017] [Accepted: 11/17/2017] [Indexed: 12/20/2022] Open
Abstract
Severe acute dysphagia commonly results from head and neck radiotherapy (RT). A model enabling prediction of severity of acute dysphagia for individual patients could guide clinical decision-making. Statistical associations between RT dose distributions and dysphagia could inform RT planning protocols aiming to reduce the incidence of severe dysphagia. We aimed to establish such a model and associations incorporating spatial dose metrics. Models of severe acute dysphagia were developed using pharyngeal mucosa (PM) RT dose (dose-volume and spatial dose metrics) and clinical data. Penalized logistic regression (PLR), support vector classification and random forest classification (RFC) models were generated and internally (173 patients) and externally (90 patients) validated. These were compared using area under the receiver operating characteristic curve (AUC) to assess performance. Associations between treatment features and dysphagia were explored using RFC models. The PLR model using dose-volume metrics (PLRstandard) performed as well as the more complex models and had very good discrimination (AUC = 0.82) on external validation. The features with the highest RFC importance values were the volume, length and circumference of PM receiving 1 Gy/fraction and higher. The volumes of PM receiving 1 Gy/fraction or higher should be minimized to reduce the incidence of severe acute dysphagia.
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Key Words
- pm, pharyngeal mucosa
- plr, penalized logistic regression
- svc, support vector classification
- rfc, random forest classification
- auc, area under the receiver operating characteristic curve
- ntcp, normal tissue complication probability
- rt, radiotherapy
- imrt, intensity modulated radiotherapy
- ctcae, common terminology criteria for adverse events
- peg, percutaneous endoscopic gastrostomy
- dvh, dose-volume histogram
- dlh, dose-length histogram
- dch, dose-circumference histogram
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Affiliation(s)
- Jamie Dean
- Joint Department of Physics at the Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London SM2 5NG, UK
| | - Kee Wong
- Head and Neck Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, London SW3 6JJ, UK
| | - Hiram Gay
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO, USA
| | - Liam Welsh
- Head and Neck Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, London SW3 6JJ, UK
| | - Ann-Britt Jones
- Head and Neck Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, London SW3 6JJ, UK
| | - Ulricke Schick
- Head and Neck Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, London SW3 6JJ, UK
| | - Jung Hun Oh
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Aditya Apte
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kate Newbold
- Head and Neck Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, London SW3 6JJ, UK
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, Fulham Road, London SW3 6JJ, UK
| | - Shreerang Bhide
- Head and Neck Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, London SW3 6JJ, UK
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, Fulham Road, London SW3 6JJ, UK
| | - Kevin Harrington
- Head and Neck Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, London SW3 6JJ, UK
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, Fulham Road, London SW3 6JJ, UK
| | - Joseph Deasy
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Christopher Nutting
- Head and Neck Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, London SW3 6JJ, UK
- Division of Radiotherapy and Imaging, The Institute of Cancer Research, Fulham Road, London SW3 6JJ, UK
| | - Sarah Gulliford
- Joint Department of Physics at the Institute of Cancer Research and The Royal Marsden NHS Foundation Trust, London SM2 5NG, UK
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