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Vasudevan SS, Deeb H, Katta A, Olinde L, Pang J, Asarkar AA, Katz S, Nathan CAO. Efficacy and safety of proton therapy versus intensity-modulated radiation therapy in the treatment of head and neck tumors: A systematic review and meta-analysis. Head Neck 2024; 46:2616-2631. [PMID: 39007360 DOI: 10.1002/hed.27877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 06/19/2024] [Accepted: 07/07/2024] [Indexed: 07/16/2024] Open
Abstract
To comprehensively evaluate the therapeutic efficacy and safety when utilizing proton therapy (PT) versus intensity-modulated radiation therapy (IMRT) in head and neck cancer patients. Pubmed, ScienceDirect, Embase, Scopus, and Web of Science were systematically searched for studies on comparative PT and IMRT outcomes. We performed a random effect model meta-analysis to estimate the hazard ratio (HR) and odds ratio (OR) for efficacy and safety outcome variables between PT and IMRT. From 641 identified articles, 11 studies met the inclusion criteria, comprising 3087 patients (606 treated with PT and 2481 with IMRT). On toxicity analysis, PT is associated with decreased acute grade 1 nausea (OR = 0.34, 95% CI: 0.13-0.84, p = 0.02) compared to IMRT. In grade 2 toxicity, PT showed significant advantages over IMRT in mucositis (OR = 0.44, p < 0.0001), dysgeusia (OR = 0.35, p = 0.02), dysphagia (OR = 0.36, p < 0.0001), fatigue (OR = 0.29, p = 0.001), pain (OR = 0.34, p = 0.01), and weight loss (OR = 0.54, p = 0.02). Proton therapy also exhibited increased safety in grade 3 dysphagia incidence (OR = 0.44, p < 0.0001) compared to IMRT. PT demonstrated improved overall survival (OS) compared to IMRT across multiple time points: 1-year OS (HR = 0.43, p = 0.02), 2-year OS (HR = 0.44, p < 0.0001), and 5-year OS (HR = 0.78, p = 0.004). In terms of disease-free survival (DFS), PT also showed improved outcomes at 2-year DFS (HR = 0.65, p = 0.03) and 5-year DFS (HR = 0.81, p = 0.03). Proton therapy demonstrated superior overall survival (OS), disease-free survival (DFS), and better local control rate (LCR) compared to IMRT. The data also showed better safety outcomes in PT patients, particularly when involving grade 2 acute toxicity events.
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Affiliation(s)
- Srivatsa Surya Vasudevan
- Department of Otolaryngology - Head and Neck Surgery, Louisiana State University Health Sciences Center, Shreveport, Louisiana, USA
| | - Haya Deeb
- Department of Medicine, Faculty of Medicine, Damascus University, Damascus, Syria
| | - Anuhya Katta
- Department of Academics, Jonelta Foundation School of Medicine, University of Perpetual Help System Dalta, Las Piñas, Philippines
| | - Lindsay Olinde
- Department of Otolaryngology - Head and Neck Surgery, Louisiana State University Health Sciences Center, Shreveport, Louisiana, USA
| | - John Pang
- Department of Otolaryngology - Head and Neck Surgery, Louisiana State University Health Sciences Center, Shreveport, Louisiana, USA
| | - Ameya A Asarkar
- Department of Otolaryngology - Head and Neck Surgery, Louisiana State University Health Sciences Center, Shreveport, Louisiana, USA
| | - Sanford Katz
- Department of Radiation Oncology, Willis-Knighton Cancer Center, Shreveport, Louisiana, USA
| | - Cherie-Ann O Nathan
- Department of Otolaryngology - Head and Neck Surgery, Louisiana State University Health Sciences Center, Shreveport, Louisiana, USA
- Department of Surgery, Overton Brooks Veterans Administration Medical Center, Shreveport, Louisiana, USA
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Xu P, Wang S, Zhou J, Yuan K, Wang X, Li L, Lang J, Lu S. Spatially fractionated radiotherapy (Lattice SFRT) in the palliative treatment of locally advanced bulky unresectable head and neck cancer. Clin Transl Radiat Oncol 2024; 48:100830. [PMID: 39219705 PMCID: PMC11364051 DOI: 10.1016/j.ctro.2024.100830] [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: 04/23/2024] [Revised: 06/03/2024] [Accepted: 07/29/2024] [Indexed: 09/04/2024] Open
Abstract
Objectives Locally advanced bulky unresectable head neck cancer causes significant tumor mass effects, leading to severe symptoms. This study aims to report the safety and outcomes in patients undergoing Lattice spatially fractionated radiotherapy (Lattice SFRT) for locally advanced bulky unresectable head and neck cancer. Methods Patients with bulky head and neck cancer received Lattice SFRT between June 2022 and June 2023. Lattice SFRT was administered in 2-3 fractions of 12 Gy (Gy) using 6-megavolt (MV) photon beams through a multileaf collimator (MLC) based on VMAT technology. The primary endpoints were symptomatic and tumor response rates. Secondary endpoints were overall survival, local control, and acute and late toxicity rates. Results 19 consecutive patients meeting the study criteria were identified, predominantly with squamous cell carcinoma histology. The median patient age was 62 years (range 39-79 years), and the median tumor volume was 208 cc (cc) (range 48-701 cc). All patients completed radiotherapy. Among all investigated patients, 16 of 19 (84.2 %) patients achieved an objective response, including 10 individuals achieved a partial response (PR), with 3 of them exhibiting regression exceeding 75 %. 17 patients showed symptom improvement to varying degrees. Acute toxicity of Radiation Therapy Oncology Group (RTOG) grade 1 or higher occurred in 5 patients, while no grade 3 adverse events was observed. Conclusions Lattice SFRT proves to be a viable treatment option for the palliative management of bulky head and neck cancer. In the palliative setting, Lattice SFRT offers timely symptom relief, enhancing patient quality of life. Treatment toxicity remains within an acceptable range. Continued optimization of Lattice SFRT delivery and patient selection can benefit from further data on the feasibility and efficacy of this radiation modality.
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Affiliation(s)
- Peng Xu
- Department of Radiation Oncology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Shuo Wang
- Department of Radiation Oncology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Jie Zhou
- Department of Radiation Oncology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Ke Yuan
- Department of Radiation Oncology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Xianliang Wang
- Department of Radiation Oncology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Lintao Li
- Department of Radiation Oncology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Jinyi Lang
- Department of Radiation Oncology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
| | - Shun Lu
- Department of Radiation Oncology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, China
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Poongavanam SS, Behera A, Dharmalingam Jothinathan MK. Letter to the editor, "Proton therapy re-irradiation outcomes and genomic landscape of patients with recurrent head and neck cancer". Oral Oncol 2024; 156:106912. [PMID: 38941874 DOI: 10.1016/j.oraloncology.2024.106912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 06/20/2024] [Indexed: 06/30/2024]
Affiliation(s)
- Senthamil Selvi Poongavanam
- Centre for Global Health Research, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, India
| | - Archana Behera
- Centre for Global Health Research, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, India
| | - Mukesh Kumar Dharmalingam Jothinathan
- Centre for Global Health Research, Saveetha Medical College and Hospitals, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha University, Chennai, India.
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El-Habashy DM, Wahid KA, He R, McDonald B, Mulder SJ, Ding Y, Salzillo T, Lai SY, Christodouleas J, Dresner A, Wang J, Naser MA, Fuller CD, Mohamed ASR. Dataset of weekly intra-treatment diffusion weighted imaging in head and neck cancer patients treated with MR-Linac. Sci Data 2024; 11:487. [PMID: 38734679 PMCID: PMC11088675 DOI: 10.1038/s41597-024-03217-z] [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: 09/12/2023] [Accepted: 04/03/2024] [Indexed: 05/13/2024] Open
Abstract
Radiation therapy (RT) is a crucial treatment for head and neck squamous cell carcinoma (HNSCC); however, it can have adverse effects on patients' long-term function and quality of life. Biomarkers that can predict tumor response to RT are being explored to personalize treatment and improve outcomes. While tissue and blood biomarkers have limitations, imaging biomarkers derived from magnetic resonance imaging (MRI) offer detailed information. The integration of MRI and a linear accelerator in the MR-Linac system allows for MR-guided radiation therapy (MRgRT), offering precise visualization and treatment delivery. This data descriptor offers a valuable repository for weekly intra-treatment diffusion-weighted imaging (DWI) data obtained from head and neck cancer patients. By analyzing the sequential DWI changes and their correlation with treatment response, as well as oncological and survival outcomes, the study provides valuable insights into the clinical implications of DWI in HNSCC.
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Affiliation(s)
- Dina M El-Habashy
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Clinical Oncology and Nuclear Medicine, Menoufia University, Shebin Elkom, Egypt.
| | - Kareem A Wahid
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Renjie He
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Brigid McDonald
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Samuel J Mulder
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yao Ding
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Travis Salzillo
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Stephen Y Lai
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Molecular and Cellular Oncology, Division of Basic Science Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | - Alex Dresner
- Philips Healthcare MR Oncology, Cleveland, Ohio, USA
| | - Jihong Wang
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mohamed A Naser
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Clifton D Fuller
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Abdallah Sherif Radwan Mohamed
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Radiation Oncology, Baylor College of Medicine, Houston, TX, USA.
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Zhang S, Zeng N, Yang J, He J, Zhu F, Liao W, Xiong M, Li Y. Advancements of radiotherapy for recurrent head and neck cancer in modern era. Radiat Oncol 2023; 18:166. [PMID: 37803477 PMCID: PMC10559506 DOI: 10.1186/s13014-023-02342-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 08/31/2023] [Indexed: 10/08/2023] Open
Abstract
Head and neck cancer is a kind of cancer which can be eradicated from radical radiation therapy. However, with best efforts, nearly 40% patients will experience locoregional recurrence. Locoregional recurrence is the main cause of cancer-related death in head and neck cancers, so local treatments play a key role in improving progression free survival. In the last decades, radiation techniques have been tremendously developed, highly conformal radiation techniques such as intensity-modulated radiotherapy, stereotactic body radiation therapy, brachytherapy and proton or heavy ion radiation therapy have their unique radiobiological advances. Although reirradiation is widely used in clinical practice, but little is known when comparing the different techniques. In this review, we will provide a comprehensive overview of the role of reirradiation in recurrent head and neck cancers including radiation techniques, patient selection, overall clinical benefits, and toxicities.
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Affiliation(s)
- Shu Zhang
- Department of Head and Neck Oncology, Cancer Center, West China Hospital, SCU, Chengdu, Sichuan, China
- Department of Radiation Oncology, Cancer Center, West China Hospital, SCU, Chengdu, Sichuan, China
| | - Ni Zeng
- Department of Head and Neck Oncology, Cancer Center, West China Hospital, SCU, Chengdu, Sichuan, China
| | - Jiangping Yang
- Department of Head and Neck Oncology, Cancer Center, West China Hospital, SCU, Chengdu, Sichuan, China
| | - Jinlan He
- Department of Head and Neck Oncology, Cancer Center, West China Hospital, SCU, Chengdu, Sichuan, China
| | - Fubin Zhu
- Department of Oncology, Chengdu Seventh People's Hospital (Affiliated Cancer Hospital of Chengdu Medical College), Chengdu, China
| | - Wenjun Liao
- Department of Radiation Oncology, Radiation Oncology Key Laboratory of Sichuan Province, Sichuan Clinical Research Center for Cancer, Sichuan Cancer Center, Sichuan Cancer Hospital& Institute, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, Sichuan, China
| | - Maoqi Xiong
- West China Clinical Skills Training Center, West China School of Medicine, West China Hospital, SCU, Chengdu, Sichuan, China
| | - Yan Li
- Department of Radiation Oncology, Cancer Center, West China Hospital, SCU, Chengdu, Sichuan, China.
- Lung Cancer Center, West China Hospital, SCU, Chengdu, Sichuan, China.
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Gordon K, Smyk D, Gulidov I, Golubev K, Fatkhudinov T. An Overview of Head and Neck Tumor Reirradiation: What Has Been Achieved So Far? Cancers (Basel) 2023; 15:4409. [PMID: 37686685 PMCID: PMC10486419 DOI: 10.3390/cancers15174409] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 08/27/2023] [Accepted: 08/29/2023] [Indexed: 09/10/2023] Open
Abstract
The recurrence rate of head and neck cancers (HNCs) after initial treatment may reach 70%, and poor prognosis is reported in most cases. Curative options for recurrent HNCs mainly depend on the treatment history and the recurrent tumor localization. Reirradiation for HNCs is effective and has been included in most guidelines. However, the option remains clinically challenging due to high incidence of severe toxicity, especially in cases of quick infield recurrence. Recent technical advances in radiation therapy (RT) provide the means for upgrade in reirradiation protocols. While the majority of hospitals stay focused on conventional and widely accessible modulated RTs, the particle therapy options emerge as tolerable and providing further treatment opportunities for recurrent HNCs. Still, the progress is impeded by high heterogeneity of the data and the lack of large-scale prospective studies. This review aimed to summarize the outcomes of reirradiation for HNCs in the clinical perspective.
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Affiliation(s)
- Konstantin Gordon
- A. Tsyb Medical Radiological Research Center, Branch of the National Medical Research Radiological Center of the Ministry of Health of the Russian Federation (A. Tsyb MRRC), 4, Korolev Street, 249036 Obninsk, Russia; (D.S.); (I.G.); (K.G.)
- Medical Institute, Peoples’ Friendship University of Russia (RUDN University), Miklukho-Maklaya Street 8, 117198 Moscow, Russia;
| | - Daniil Smyk
- A. Tsyb Medical Radiological Research Center, Branch of the National Medical Research Radiological Center of the Ministry of Health of the Russian Federation (A. Tsyb MRRC), 4, Korolev Street, 249036 Obninsk, Russia; (D.S.); (I.G.); (K.G.)
- Medical Institute, Peoples’ Friendship University of Russia (RUDN University), Miklukho-Maklaya Street 8, 117198 Moscow, Russia;
| | - Igor Gulidov
- A. Tsyb Medical Radiological Research Center, Branch of the National Medical Research Radiological Center of the Ministry of Health of the Russian Federation (A. Tsyb MRRC), 4, Korolev Street, 249036 Obninsk, Russia; (D.S.); (I.G.); (K.G.)
| | - Kirill Golubev
- A. Tsyb Medical Radiological Research Center, Branch of the National Medical Research Radiological Center of the Ministry of Health of the Russian Federation (A. Tsyb MRRC), 4, Korolev Street, 249036 Obninsk, Russia; (D.S.); (I.G.); (K.G.)
| | - Timur Fatkhudinov
- Medical Institute, Peoples’ Friendship University of Russia (RUDN University), Miklukho-Maklaya Street 8, 117198 Moscow, Russia;
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Mahé M, Beddok A, Goudjil F, Ala Eddine C, Bolle S, Champion L, Feuvret L, Herman P, Zefkili S, Choussy O, Le Tourneau C, Dendale R, Buvat I, Sauvaget E, Créhange G, Calugaru V. Curative high-dose reirradiation for patients with recurrent head and neck adenoid cystic carcinomas: outcomes and analysis of patterns of failure. Int J Radiat Biol 2023; 100:79-86. [PMID: 37526368 DOI: 10.1080/09553002.2023.2242934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 07/19/2023] [Accepted: 07/25/2023] [Indexed: 08/02/2023]
Abstract
BACKGROUND To investigate the outcomes of patients who underwent curative reirradiation (reRT), with intensity-modulated radiation therapy (IMRT) or proton therapy (PT) for unresectable recurrent or second primary head and neck adenoid cystic carcinoma (HNACC). METHODS Ten patients, mostly KPS 90%, were reirradiated (3/10 with IMRT and 7/10 with PT) at a median maximum dose to the CTV of 64.2 Gy from July 2011 to November 2021. Locations at the time of reRT were mainly the sinus (4/10) and the salivary glands (including the parotid and submandibular gland, 3/10). CTCAEv5 was used to assess acute and late toxicities. Follow-up was the time between the end of reRT and the date of last news. RESULTS The median time between the two irradiations was 53.5 months (IQR: 18-84). After a median follow-up of 26 months (range, 12.5-51.8 months), six patients had developed a locoregional recurrence (LR), of which four occurred within the previously irradiated volume. Two and three-year locoregional failure-free survival (LFFS) and overall survival (OS) were 55.6% [95%CI: 31-99.7%], and 41% [18.5-94%] and 66.7% [42-100%] and 44.4% [21.4-92.3%], respectively. LFFS and OS were significantly better in the subgroup of sinus tumors (p = .013) and the subgroup of patients re-irradiated more than two years after the first course of irradiation (p = .01). Seven patients had impairments before the start of reRT, including hearing impairment (3/10) and facial nerve impairment (3/10). The most severe late toxicities were brain necrosis (2/10), osteoradionecrosis (1/10) and vision decreased (1/10). CONCLUSION Curative reRT for HNACC is possible for selected cases, but the LR rate in the irradiated field and the risk of severe toxicity remain high. Improved selection criteria and more carefully defined target volumes may improve outcome in these patients. A further study including larger cohort of patients would be useful to confirm these results.
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Affiliation(s)
- Mathilde Mahé
- Radiation Oncology Department. Paris/Saint-Cloud/Orsay, Institut Curie. PSL Research University, Paris, France
| | - Arnaud Beddok
- Radiation Oncology Department. Paris/Saint-Cloud/Orsay, Institut Curie. PSL Research University, Paris, France
- Institut Curie. PSL Research University. University Paris Saclay. Inserm LITO U1288 Orsay, Paris, France
| | - Farid Goudjil
- Radiation Oncology Department. Paris/Saint-Cloud/Orsay, Institut Curie. PSL Research University, Paris, France
| | | | - Stéphanie Bolle
- Department of Radiation Oncology, Gustave Roussy Campus, Villejuif, France
| | | | - Loïc Feuvret
- Department of Radiation Therapy, East Group Hospital. Hospices Civils de Lyon, Lyon, France
| | - Philippe Herman
- Department of Head and Neck Surgery, Lariboisière Hospital. APHP. Nord. Université Paris Cité, Paris, France
| | - Sofia Zefkili
- Radiation Oncology Department. Paris/Saint-Cloud/Orsay, Institut Curie. PSL Research University, Paris, France
| | - Olivier Choussy
- Department of Head and Neck Surgery. Institut Curie, Paris/Saint-Cloud, France
| | - Christophe Le Tourneau
- Department of Drug Development and Innovation (D3i), INSERM U900 Research unit. Paris-Saclay University. Institut Curie, Paris, France
| | - Remi Dendale
- Radiation Oncology Department. Paris/Saint-Cloud/Orsay, Institut Curie. PSL Research University, Paris, France
| | - Irene Buvat
- Institut Curie. PSL Research University. University Paris Saclay. Inserm LITO U1288 Orsay, Paris, France
| | - Elisabeth Sauvaget
- Department of Head and Neck Surgery, Saint-Joseph Hospital, Paris, France
| | - Gilles Créhange
- Radiation Oncology Department. Paris/Saint-Cloud/Orsay, Institut Curie. PSL Research University, Paris, France
| | - Valentin Calugaru
- Radiation Oncology Department. Paris/Saint-Cloud/Orsay, Institut Curie. PSL Research University, Paris, France
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Beddok A, Orlhac F, Calugaru V, Champion L, Ala Eddine C, Nioche C, Créhange G, Buvat I. [18F]-FDG PET and MRI radiomic signatures to predict the risk and the location of tumor recurrence after re-irradiation in head and neck cancer. Eur J Nucl Med Mol Imaging 2023; 50:559-571. [PMID: 36282298 DOI: 10.1007/s00259-022-06000-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 10/09/2022] [Indexed: 01/11/2023]
Abstract
PURPOSE To evaluate whether radiomics from [18F]-FDG PET and/or MRI before re-irradiation (reRT) of recurrent head and neck cancer (HNC) could predict the occurrence and the location "in-field" or "outside" of a second locoregional recurrence (LR). METHODS Among the 55 patients re-irradiated at curative intend for HNC from 2012 to 2019, 48 had an MRI and/or PET before the start of the reRT. Thirty-nine radiomic features (RF) were extracted from the re-irradiated GTV (rGTV) using LIFEx software. Student t tests and Spearman correlation coefficient were used to select the RF that best separate patients who recurred from those who did not, and "in-field" from "outside" recurrences. Principal component analysis involving these features only was used to create a prediction model. Leave-one-out cross-validation was performed to evaluate the models. RESULTS After a median follow-up of 17 months, 40/55 patients had developed a second LR, including 18 "in-field" and 22 "outside" recurrences. From pre-reRT MRI, a model based on three RF (GLSZM_SZHGLE, GLSZM_LGLZE, and skewness) predicted whether patients would recur with a balanced accuracy (BA) of 83.5%. Another model from pre-reRT MRI based on three other RF (GLSZM_ LZHGE, NGLDM_Busyness, and GLZLM_SZE) predicted whether patients would recur "in-field" or "outside" with a BA of 78.5%. From pre-reRT PET, a model based on four RF (Kurtosis, SUVbwmin, GLCM_Correlation, and GLCM_Contrast) predicted the LR location with a BA of 84.5%. CONCLUSION RF characterizing tumor heterogeneity extracted from pre-reRT PET and MRI predicted whether patients would recur, and whether they would recur "in-field" or "outside".
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Affiliation(s)
- Arnaud Beddok
- Institut Curie, PSL Research University, University Paris Saclay, Inserm LITO, U1288, Orsay, France.
- Institut Curie, Radiation Oncology Department, PSL Research University, 25 rue d'Ulm 75005, Paris/Orsay, France.
| | - Fanny Orlhac
- Institut Curie, PSL Research University, University Paris Saclay, Inserm LITO, U1288, Orsay, France
| | - Valentin Calugaru
- Institut Curie, Radiation Oncology Department, PSL Research University, 25 rue d'Ulm 75005, Paris/Orsay, France
| | - Laurence Champion
- Institut Curie, PSL Research University, University Paris Saclay, Inserm LITO, U1288, Orsay, France
- Department of Nuclear Medicine, Institut Curie, Saint-Cloud, France
| | | | - Christophe Nioche
- Institut Curie, PSL Research University, University Paris Saclay, Inserm LITO, U1288, Orsay, France
| | - Gilles Créhange
- Institut Curie, Radiation Oncology Department, PSL Research University, 25 rue d'Ulm 75005, Paris/Orsay, France
| | - Irène Buvat
- Institut Curie, PSL Research University, University Paris Saclay, Inserm LITO, U1288, Orsay, France
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