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1.
J Magn Reson Imaging ; 59(1): 311-322, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-37335079

RESUMO

BACKGROUND: The choice between different diffusion-weighted imaging (DWI) techniques is difficult as each comes with tradeoffs for efficient clinical routine imaging and apparent diffusion coefficient (ADC) accuracy. PURPOSE: To quantify signal-to-noise-ratio (SNR) efficiency, ADC accuracy, artifacts, and distortions for different DWI acquisition techniques, coils, and scanners. STUDY TYPE: Phantom, in vivo intraindividual biomarker accuracy between DWI techniques and independent ratings. POPULATION/PHANTOMS: NIST diffusion phantom. 51 Patients: 40 with prostate cancer and 11 with head-and-neck cancer at 1.5 T FIELD STRENGTH/SEQUENCE: Echo planar imaging (EPI): 1.5 T and 3 T Siemens; 3 T Philips. Distortion-reducing: RESOLVE (1.5 and 3 T Siemens); Turbo Spin Echo (TSE)-SPLICE (3 T Philips). Small field-of-view (FOV): ZoomitPro (1.5 T Siemens); IRIS (3 T Philips). Head-and-neck and flexible coils. ASSESSMENT: SNR Efficiency, geometrical distortions, and susceptibility artifacts were quantified for different b-values in a phantom. ADC accuracy/agreement was quantified in phantom and for 51 patients. In vivo image quality was independently rated by four experts. STATISTICAL TESTS: QIBA methodology for accuracy: trueness, repeatability, reproducibility, Bland-Altman 95% Limits-of-Agreement (LOA) for ADC. Wilcoxon Signed-Rank and student tests on P < 0.05 level. RESULTS: The ZoomitPro small FOV sequence improved b-image efficiency by 8%-14%, reduced artifacts and observer scoring for most raters at the cost of smaller FOV compared to EPI. The TSE-SPLICE technique reduced artifacts almost completely at a 24% efficiency cost compared to EPI for b-values ≤500 sec/mm2 . Phantom ADC 95% LOA trueness were within ±0.03 × 10-3 mm2 /sec except for small FOV IRIS. The in vivo ADC agreement between techniques, however, resulted in 95% LOAs in the order of ±0.3 × 10-3 mm2 /sec with up to 0.2 × 10-3 mm2 /sec of bias. DATA CONCLUSION: ZoomitPro for Siemens and TSE SPLICE for Philips resulted in a trade-off between efficiency and artifacts. Phantom ADC quality control largely underestimated in vivo accuracy: significant ADC bias and variability was found between techniques in vivo. LEVEL OF EVIDENCE: 3 TECHNICAL EFFICACY STAGE: 2.


Assuntos
Cabeça , Pescoço , Masculino , Humanos , Reprodutibilidade dos Testes , Imagens de Fantasmas , Imagem de Difusão por Ressonância Magnética/métodos , Imagem Ecoplanar/métodos
2.
BMC Cancer ; 22(1): 1318, 2022 Dec 16.
Artigo em Inglês | MEDLINE | ID: mdl-36526987

RESUMO

BACKGROUND: Large-scale trials have shown that hypofractionated adjuvant breast radiotherapy was as effective in terms of survival and local control as conventional fractionated radiotherapy, and acute toxicity was reduced with hypofractionated radiotherapy. However, there is a lack of data about the toxicity of breast with regional nodal irradiation (RNI). The aim of this study was to assess the effect of fractionation on radiation-related acute skin toxicity in patients receiving RNI in addition to whole-breast or chest wall irradiation, using real-life data. METHODS: We conducted a prospective, multicenter cohort study with systematic computerized data collection integrated into Mosaiq®. Three comprehensive cancer centers used a standardized form to prospectively collect patient characteristics, treatment characteristics and toxicity. RESULTS: Between November 2016 and January 2022, 1727 patients were assessed; 1419 (82.2%) and 308 (17.8%) patients respectively received conventional fractionated and hypofractionated radiation therapy. Overall, the incidence of acute grade 2 or higher dermatitis was 28.4% (490 patients). Incidence was lower with hypofractionated than with conventional fractioned radiation therapy (odds ratio (OR) 0.34 [0.29;0.41]). Two prognostic factors were found to increase the risk of acute dermatitis, namely 3D (vs IMRT) and breast irradiation (vs chest wall). CONCLUSION: Using real-life data from unselected patients with regional nodal irradiation, our findings confirm the decreased risk of dermatitis previously reported with hypofractionated radiation therapy in clinical trials. Expansion of systematic data collection systems to include additional centers as well as dosimetric data is warranted to further evaluate the short- and long-term effects of fractionation in real life.


Assuntos
Neoplasias da Mama , Dermatite , Lesões por Radiação , Radioterapia de Intensidade Modulada , Humanos , Feminino , Neoplasias da Mama/complicações , Estudos Prospectivos , Estudos de Coortes , Hipofracionamento da Dose de Radiação , Lesões por Radiação/epidemiologia , Lesões por Radiação/etiologia , Dermatite/complicações , Radioterapia Adjuvante/efeitos adversos , Radioterapia de Intensidade Modulada/efeitos adversos
3.
Support Care Cancer ; 30(2): 1569-1577, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34537889

RESUMO

PURPOSE: The study aims to assess the feasibility, safety, and tolerability of CareMin650, a new photobiomodulation device, in patients treated by radiotherapy (RT) and to collect preliminary data on efficacy for prevention and treatment of oral mucositis (OM) and radiation dermatitis (RD). METHODS: Safe PBM is a French, multicentric, prospective, non-comparative study which include patients with head and neck cancer (H&NC, cohort A) or breast cancer (BC, cohort B) treated in prophylactic (cohorts A1 and B1) or curative setting (cohort A2 and B2). Prophylactic treatment was administered from D1 to end of RT, at a dose of 3 J/cm2. Curative treatment started when a grade 1 to grade 3 lesion had occurred and was pursued until end of RT. Primary endpoint was incidence of device-related adverse events (AEs). OM and RD lesions were graded according to CTCAE V3. RESULTS: Overall, 72 patients were included (22, 9, 23, and 18 in cohorts A1, A2, B1, and B2, respectively). No device-related AE was reported after 1312 CareMin650 sessions. In cohorts A1 and B1, median time to first OM or RD lesion was 20 days. One BC patient developed G3 RD after completion of RT and discontinuation of CareMin650. Four H&NC patients developed G3 OM. In cohorts A2 and B2, lesions improved or stabilized in 71% of patients. Rates of satisfaction were high among patients and users. CONCLUSION: CareMin650 is feasible, safe, and well tolerated for preventive or curative treatment of OM and RD in cancer patients treated with RT. Preliminary efficacy results are promising.


Assuntos
Neoplasias de Cabeça e Pescoço , Terapia com Luz de Baixa Intensidade , Radiodermite , Estomatite , Neoplasias de Cabeça e Pescoço/radioterapia , Humanos , Estudos Prospectivos , Radiodermite/etiologia , Radiodermite/prevenção & controle , Estomatite/etiologia , Estomatite/prevenção & controle
4.
Rep Pract Oncol Radiother ; 23(4): 270-275, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-30090026

RESUMO

AIM: To develop a tool in order to guide pre-irradiation dental care (PIDC) for patients with oropharyngeal cancers. BACKGROUND: Osteoradionecrosis of the jaws is a potential complication of radiotherapy (RT) for head and neck cancers. To prevent this complication, PIDC can involve multiple dental extractions as a preventative measure to avoid post-RT complications. However, there is no standardized tool to guide PIDC. MATERIALS AND METHODS: From January 2005 to October 2015, 120 head and neck cancer patients were prospectively included in a study investigating dysgeusia after RT. From this cohort, patients were enrolled according to the following inclusion criteria: histopathological confirmation of oropharyngeal squamous cell carcinoma; stage T1-4 N1-3 M0; ≤10 missing teeth. Individual teeth were retrospectively delineated on planning computed tomography and doses to dentition were assessed to generate templates. RESULTS: Thirty-three patients were included. Molars received highest doses with a mean dose of 50 Gy (range; 19-75 Gy). Ipsi-lateral and contralateral wisdom teeth received RT dose superior to 50 Gy in 92% and 56% of cases, respectively. Patients with advanced disease (T4 or N2c-3) received higher mean doses on inferior and ipsi-lateral dental arches compared to other patients (T1-3 N0-2b): 42 Gy vs. 39 Gy and 44 Gy vs. 39 Gy (p < 0.05), respectively. CONCLUSION: Pre-RT dose distribution templates are an objective way to prepare PIDC. Further studies with a larger cohort are needed to validate these templates.

5.
Radiother Oncol ; 190: 110029, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38007041

RESUMO

BACKGROUND AND PURPOSE: Stereotactic radiotherapy potentially treats unresectable recurrences of previously irradiated head and neck (H&N) cancer. This study aimed to assess its efficacy and safety and evaluate prognostic factors. MATERIALS AND METHODS: We conducted a large retrospective series that included 110 patients who had undergone 36-Gy, six-fraction stereotactic reirradiation (CyberKnife®) for recurrent/secondary H&N cancer between 2007 and 2020 at the Oscar Lambret Center. Patient characteristics and toxicities were assessed. Overall survival (OS) and progression-free survival (PFS) were estimated using the Kaplan-Meier method. RESULTS: Median follow-up time was 106.3 months. The 2-year OS rate was 43.8 % (95 % confidence interval, 95 % CI, 34.3-52.9) and the median survival was 20.8 months (95 % CI, 16.5-26.3). The cumulative 2-year local-recurrence, regional-recurrence, and distant-metastasis rates were 52.2 % (95 % CI, 42.4-61.1 %), 12.8 % (95 % CI, 7.4-19.8 %), and 11 % (95 % CI, 6.0-17.6 %), respectively. 73 patients received concomitant cetuximab, and it was not significantly beneficial (HR = 1.34; 95 % CI, 0.80-2.26; p = 0.26). The cumulative incidences of grade ≥ 2 late toxicity was 42 % (CI95%: 33-51) at 24 months. Two grade 4 bleedings and no treatment-related deaths were reported. CONCLUSION: In a large retrospective series of SBRT reirradiation for recurrent or second primary H&N cancers, we observed a median OS of 20.8 months, with a cumulative incidence of grade ≥ 2 late toxicity of 42 % at 24 months. Such a treatment is feasible. However, local recurrence rates remain non-negligible, warranting further research. Radiosensitizer use is currently under study. Therefore, establishing a balance between therapeutic modifications and toxicity is essential.


Assuntos
Neoplasias de Cabeça e Pescoço , Radiocirurgia , Reirradiação , Humanos , Estudos Retrospectivos , Reirradiação/efeitos adversos , Recidiva Local de Neoplasia , Cetuximab/uso terapêutico , Neoplasias de Cabeça e Pescoço/radioterapia , Radiocirurgia/efeitos adversos , Radiocirurgia/métodos
6.
Radiother Oncol ; 193: 110116, 2024 04.
Artigo em Inglês | MEDLINE | ID: mdl-38316193

RESUMO

BACKGROUND AND PURPOSE: We performed a cost-effectiveness analysis (CEA) comparing an adaptive radiotherapy (ART) strategy, based on weekly replanning, aiming to correct the parotid gland overdose during treatment and expecting therefore to decrease xerostomia, when compared to a standard IMRT. MATERIALS AND METHODS: We conducted the ARTIX trial, a randomized, parallel-group, multicentric study comparing a systematic weekly replanning ART to a standard IMRT. The primary endpoint was the frequency of xerostomia at 12 months, measured by stimulating salivary flow with paraffin. The CEA was designed alongside the ARTIX trial which was linked to the French national health data system (SNDS). For each patient, healthcare consumptions and costs were provided by the SNDS. The reference case analysis was based on the primary endpoint of the trial. Sensitivity and scenario analyses were performed. RESULTS: Of the 129 patients randomly assigned between 2013 and 2018, only 2 records were not linked to the SNDS, which provides a linkage proportion of 98.4%. All of the other 127 records were linked with good to very good robustness. On the intent-to-treat population at 12 months, mean total costs per patient were €41,564 (SD 23,624) and €33,063 (SD 16,886) for ART and standard IMRT arms, respectively (p = 0.033). Incremental cost effectiveness ratio (ICER) was €162,444 per xerostomia avoided. At 24 months, ICER was €194,521 per xerostomia avoided. For both progression-free and overall survival, ART was dominated by standard IMRT. CONCLUSION: The ART strategy was deemed to be not cost-effective compared with standard IMRT for patients with locally advanced oropharyngeal cancer.


Assuntos
Neoplasias de Cabeça e Pescoço , Radioterapia de Intensidade Modulada , Xerostomia , Humanos , Análise de Custo-Efetividade , Radioterapia de Intensidade Modulada/efeitos adversos , Análise Custo-Benefício , Neoplasias de Cabeça e Pescoço/radioterapia , Xerostomia/etiologia , Xerostomia/prevenção & controle , Xerostomia/epidemiologia , Glândula Parótida , Dosagem Radioterapêutica
7.
Head Neck ; 46(6): 1253-1262, 2024 06.
Artigo em Inglês | MEDLINE | ID: mdl-38600434

RESUMO

BACKGROUND: An international multidisciplinary panel of experts aimed to provide consensus guidelines describing the optimal intratumoral and intranodal injection of NBTXR3 hafnium oxide nanoparticles in head and neck squamous cell carcinoma (HNSCC) of the oral cavity, oropharynx, and cervical lymph nodes and to review data concerning safety, feasibility, and procedural aspects of administration. METHODS: The Delphi method was used to determine consensus. A 4-member steering committee and a 10-member monitoring committee wrote and revised the guidelines, divided into eight sections. An independent 3-member reading committee reviewed the recommendations. RESULTS: After two rounds of voting, strong consensus was obtained on all recommendations. Intratumoral and intranodal injection was deemed feasible. NBTXR3 volume calculation, choice of patients, preparation and injection procedure, potential side effects, post injection, and post treatment follow-up were described in detail. CONCLUSIONS: Best practices for the injection of NBTXR3 were defined, thus enabling international standardization of intratumoral nanoparticle injection.


Assuntos
Neoplasias de Cabeça e Pescoço , Injeções Intralesionais , Carcinoma de Células Escamosas de Cabeça e Pescoço , Humanos , Neoplasias de Cabeça e Pescoço/terapia , Carcinoma de Células Escamosas de Cabeça e Pescoço/terapia , Técnica Delphi , Háfnio/administração & dosagem , Óxidos/administração & dosagem , Nanopartículas/administração & dosagem , Masculino , Consenso , Feminino , Carcinoma de Células Escamosas/terapia , Carcinoma de Células Escamosas/patologia , Guias de Prática Clínica como Assunto
8.
JAMA Oncol ; 9(8): 1056-1064, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-37261806

RESUMO

Importance: Xerostomia is a major toxic effect associated with intensity-modulated radiotherapy (IMRT) for oropharyngeal cancers. Objective: To assess whether adaptive radiotherapy (ART) improves salivary function compared with IMRT in patients with head and neck cancer. Design, Setting, and Participants: This phase 3 randomized clinical trial was conducted in 11 French centers. Patients aged 18 to 75 years with stage III-IVB squamous cell oropharyngeal cancer treated with chemoradiotherapy were enrolled between July 5, 2013, and October 1, 2018. Data were analyzed from November 2021 to May 2022. Interventions: The patients were randomly assigned (1:1) to receive standard IMRT (without replanning) or ART (systematic weekly replanning). Main Outcomes and Measures: The primary end point was the frequency of xerostomia, measured by stimulating salivary flow with paraffin. Secondary end points included salivary gland excretory function measured using technetium-99m pertechnetate scintigraphy, patient-reported outcomes (Eisbruch xerostomia-specific questionnaire and the MD Anderson Symptom Inventory for Head and Neck Cancer questionnaire), early and late toxic effects, disease control, and overall and cancer-specific survival. Results: A total of 132 patients were randomized, and after 1 exclusion in the ART arm, 131 were analyzed: 66 in the ART arm (mean [SD] age at inclusion, 60 [8] years; 57 [86.4%] male) and 65 in the standard IMRT arm (mean [SD] age at inclusion, 60 [8] years; 57 [87.7%] male). The median follow-up was 26.4 months (IQR, 1.2-31.3 months). The mean (SD) salivary flow (paraffin) at 12 months was 630 (450) mg/min in the ART arm and 584 (464) mg/min in the standard arm (P = .64). The mean (SD) excretory function of the parotid gland at 12 months, measured by scintigraphy, improved in the ART arm (48% [17%]) compared with the standard arm (41% [17%]) (P = .02). The 2-year-overall survival was 76.9% (95% CI, 64.7%-85.4%) in both arms. Conclusions and Relevance: This randomized clinical trial did not demonstrate a benefit of ART in decreasing xerostomia compared with standard IMRT. No significant differences were found in secondary end points except for parotid gland excretory function, as assessed by scintigraphy, or in survival rates. Trial Registration: ClinicalTrials.gov Identifier: NCT01874587.


Assuntos
Neoplasias de Cabeça e Pescoço , Neoplasias Orofaríngeas , Radioterapia de Intensidade Modulada , Xerostomia , Humanos , Masculino , Feminino , Radioterapia de Intensidade Modulada/efeitos adversos , Parafina , Neoplasias de Cabeça e Pescoço/radioterapia , Xerostomia/etiologia , Glândula Parótida
9.
Radiother Oncol ; 160: 1-8, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33845043

RESUMO

OBJECTIVE: To compare the impact of two radiation modalities on loco-regional control, survival and tumour emergence, after node dissection for an unilateral head and neck carcinoma of unknown primary (HNCUP). MATERIALS AND METHODS: This is a multicentric retrospective study of 138 patients with unilateral HNCUP treated between 2002 and 2017. The absence of primary tumour was assessed by a systematic panendoscopy and positron emission tomography. Neck dissection was initially performed for all patients. Radiation Therapy was delivered on ipsilateral lymph node areas in 62 cases (44%: UL-RT group) and on bilateral lymph node areas and the entire pharyngeal mucosa in 77 cases (56%: COMP-RT group). Impact of radiation modalities on locoregional control and overall survival was assessed using propensity score matching method in order to balance baseline characteristics between the two groups. RESULTS: The population included 80.4% men, 80.4% smokers, 32.6% P16 positive tumours and 71.0% extracapsular extension. After a median follow-up of 5 years, the locoregional control rate was 80.3% in the UL-RT group and 75.3% in the COMP-RT group (p = 0.688). The corresponding rate of contralateral lymph node recurrence was 0% versus 2.6% (p = 0.503) and the rate of tumour emergence was 11.5% versus 9.1% (p = 0.778). No significant difference was observed between the UL-RT and the COMP-RT groups for overall survival (p = 0.9516), specific survival (p = 0.4837) or tumour emergence (p = 0.9034). CONCLUSION: UL-RT seems to provide similar outcomes as COMP-RT in unilateral HNCUP post-operative management.


Assuntos
Carcinoma , Neoplasias de Cabeça e Pescoço , Neoplasias Primárias Desconhecidas , Feminino , Neoplasias de Cabeça e Pescoço/radioterapia , Neoplasias de Cabeça e Pescoço/cirurgia , Humanos , Masculino , Recidiva Local de Neoplasia , Pontuação de Propensão , Estudos Retrospectivos
10.
Eur J Cancer ; 146: 135-144, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33607477

RESUMO

PURPOSE: This phase I study assessed the safety of first-in-class radioenhancer nanoparticles, NBTXR3, in elderly or frail patients with locally advanced head and neck squamous cell carcinoma (HNSCC), ineligible for chemoradiation. METHODS: Patients with stage III or IVA (American Joint Committee on Cancer (AJCC) guidelines, 7th edition, 2010) HNSCC of the oral cavity or oropharynx, aged ≥70 or ≥65 years and ineligible to receive cisplatin, amenable to radiotherapy (RT) with curative intent, received NBTXR3 as a single intratumoural (IT) injection followed by activation by intensity-modulated radiation therapy (IMRT; 70 Gy). The NBTXR3 dose corresponded to a percentage of the baseline tumour volume, measured by magnetic resonance imaging. The primary objectives were to determine the recommended phase II dose (RP2D), dose-limiting toxicities (DLTs) and maximum tolerated dose (MTD). Safety and tolerability were assessed using National Cancer Institute CTCAE version 4.0. Antitumour activity was assessed by Response Evaluation Criteria in Solid Tumours 1.1. RESULTS: Nineteen patients were enrolled: 3 at the dose level of 5%, 3 at the dose level of 10%, 5 at the dose level of 15% and 8 at the dose level of 22% of the tumour volume. The MTD was not reached, and no DLTs or serious adverse event (SAEs) related to NBTXR3 were observed. Four adverse events related to NBTXR3 and/or the IT injection were reported (grade I-II). NBTXR3 remained in the injected tumour throughout RT, with no leakage in the surrounding healthy tissues. Specific RT-related toxicity was as expected with IMRT. The RP2D was determined as 22% baseline tumour volume. Preliminary signs of antitumour activity were observed. CONCLUSION: Intratumoural injection of NBTXR3 followed by IMRT is feasible and demonstrated a good safety profile, supporting further evaluation at the RP2D in this patient population. TRIAL REGISTRATION: ClinicalTrials.govNCT01946867.


Assuntos
Carcinoma de Células Escamosas/terapia , Quimiorradioterapia/métodos , Háfnio/administração & dosagem , Nanopartículas/administração & dosagem , Neoplasias Orofaríngeas/terapia , Óxidos/administração & dosagem , Radioterapia de Intensidade Modulada/métodos , Idoso , Idoso de 80 Anos ou mais , Carcinoma de Células Escamosas/patologia , Feminino , Seguimentos , Humanos , Masculino , Dose Máxima Tolerável , Ensaios Clínicos Controlados não Aleatórios como Assunto , Neoplasias Orofaríngeas/patologia , Prognóstico
11.
Radiother Oncol ; 160: 140-147, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33984351

RESUMO

INTRODUCTION: Head and neck reconstructive surgery using a flap is increasingly common. Best practices and outcomes for postoperative radiotherapy (poRT) with flaps have not been specified. We aimed to provide consensus recommendations to assist clinical decision-making highlighting areas of uncertainty in the presence of flaps. MATERIAL AND METHODS: Radiation, medical, and surgical oncologists were assembled from GORTEC and internationally with the Head and Neck Cancer International Group (HNCIG). The consensus-building approach covered 59 topics across four domains: (1) identification of postoperative tissue changes on imaging for flap delineation, (2) understanding of tumor relapse risks and target volume definitions, (3) functional radiation-induced deterioration, (4) feasibility of flap avoidance. RESULTS: Across the 4 domains, international consensus (median score ≥ 7/9) was achieved only for functional deterioration (73.3%); other consensus rates were 55.6% for poRT avoidance of flap structures, 41.2% for flap definition and 11.1% for tumor spread patterns. Radiation-induced flap fibrosis or atrophy and their functional impact was well recognized while flap necrosis was not, suggesting dose-volume adaptation for the former. Flap avoidance was recommended to minimize bone flap osteoradionecrosis but not soft-tissue toxicity. The need for identification (CT planning, fiducials, accurate operative report) and targeting of the junction area at risk between native tissues and flap was well recognized. Experts variably considered flaps as prone to tumor dissemination or not. Discrepancies in rating of 11 items among international reviewing participants are shown. CONCLUSION: International GORTEC and HNCIG-endorsed recommendations were generated for the management of flaps in head and neck radiotherapy. Considerable knowledge gaps hinder further consensus, in particular with respect to tumor spread patterns.


Assuntos
Neoplasias de Cabeça e Pescoço , Procedimentos de Cirurgia Plástica , Consenso , Neoplasias de Cabeça e Pescoço/radioterapia , Neoplasias de Cabeça e Pescoço/cirurgia , Humanos , Recidiva Local de Neoplasia , Estudos Retrospectivos , Carcinoma de Células Escamosas de Cabeça e Pescoço/radioterapia , Carcinoma de Células Escamosas de Cabeça e Pescoço/cirurgia
12.
Cancers (Basel) ; 13(1)2020 Dec 28.
Artigo em Inglês | MEDLINE | ID: mdl-33379188

RESUMO

BACKGROUND: There is no evidence to support surgery or radiotherapy as the best treatment for resectable oropharyngeal cancers with a negative HPV status. Predictive algorithms may help to decide which strategy to choose, but they will only be accepted by caregivers and European authorities if they are interpretable. As a proof of concept, we developed a predictive and interpretable algorithm to predict locoregional relapse at 18 months for oropharyngeal cancers as a first step towards that goal. METHODS: The model was based on clinical and Pyradiomics features extracted from the dosimetric CT scan. Intraclass correlation was used to filter out features dependant on delineation. Correlated redundant features were also removed. An XGBoost model was cross-validated and optimised on the HN1 cohort (79 patients), and performances were assessed on the ART ORL cohort (45 patients). The Shapley Values were used to provide an overall and local explanation of the model. RESULTS: On the ART ORL cohort, the model trained on HN1 yielded a precision-or predictive positive value-of 0.92, a recall of 0.42, an area under the curve of the receiver operating characteristic of 0.68 and an accuracy of 0.64. The most contributory features were shape Voxel Volume, grey level size zone matrix Small Area Emphasis (glszmSAE), gldm Dependence Non Uniformity Normalized (gldmDNUN), Sex and Age. CONCLUSIONS: We developed an interpretable and generalizable model that could yield a good precision-positive predictive value-for relapse at 18 months on a different test cohort.

13.
Eur J Cancer ; 141: 21-29, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33125944

RESUMO

BACKGROUND: Based on the hypothesis of synergistic effect of avelumab with cetuximab and radiotherapy, this new combination is tested in a randomised trial against two well-established standard of care (SOC) in locally advanced squamous-cell carcinoma of the head and neck (LA-SCCHN). METHODS: This phase III trial comprises two cohorts of patients deemed fit to receive cisplatin (100 mg/m2 Q3W) (cohort 1) or unfit to cisplatin (cohort 2). The SOC was Intensity Modulated Radiation Therapy (IMRT) with cisplatin in cohort 1 (arm A) and with weekly cetuximab in cohort 2 (arm D). In both cohorts, experimental arms (arms B and C) were IMRT with cetuximab and avelumab (10 mg/kg day 7 and every 2 weeks) followed by avelumab every two weeks for 12 months. A safety phase was planned among the first 41 patients in experimental arms by monitoring grade ≥IV adverse events (AEs) with an unacceptable rate of 35%. RESULTS: Between September 2017 and August 2018, 82 patients with LA-SCCHN were randomised including 41 patients in experimental arms. All patients of experimental arms except one (arm C) received entire radiotherapy as planned. Most common grade ≥III AEs were mucositis, radio-dermatitis, and dysphagia. Grade ≥IV AEs occurred in 5/41 (12%) patients, all in arm C (no grade V). This rate was acceptable according to the hypotheses of the safety phase. In the SOC arms, grade ≥IV AEs occurred in 3/21 patients (14%) in arm A and 2/20 (10%) in arm D. One grade V haemorrhage occurred in arm A. CONCLUSION: The avelumab-cetuximab-RT combination was tolerable for patients with LA-SCCHN, and the approval was given for continuing the trial without modification. CLINICALTRIAL.GOV: NCT02999087.


Assuntos
Anticorpos Monoclonais Humanizados/efeitos adversos , Antineoplásicos Imunológicos/efeitos adversos , Cetuximab/efeitos adversos , Quimiorradioterapia/efeitos adversos , Neoplasias de Cabeça e Pescoço/terapia , Carcinoma de Células Escamosas de Cabeça e Pescoço/terapia , Adulto , Idoso , Quimiorradioterapia/métodos , Cisplatino/efeitos adversos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
14.
Sci Rep ; 7(1): 10117, 2017 08 31.
Artigo em Inglês | MEDLINE | ID: mdl-28860628

RESUMO

Quantitative extraction of high-dimensional mineable data from medical images is a process known as radiomics. Radiomics is foreseen as an essential prognostic tool for cancer risk assessment and the quantification of intratumoural heterogeneity. In this work, 1615 radiomic features (quantifying tumour image intensity, shape, texture) extracted from pre-treatment FDG-PET and CT images of 300 patients from four different cohorts were analyzed for the risk assessment of locoregional recurrences (LR) and distant metastases (DM) in head-and-neck cancer. Prediction models combining radiomic and clinical variables were constructed via random forests and imbalance-adjustment strategies using two of the four cohorts. Independent validation of the prediction and prognostic performance of the models was carried out on the other two cohorts (LR: AUC = 0.69 and CI = 0.67; DM: AUC = 0.86 and CI = 0.88). Furthermore, the results obtained via Kaplan-Meier analysis demonstrated the potential of radiomics for assessing the risk of specific tumour outcomes using multiple stratification groups. This could have important clinical impact, notably by allowing for a better personalization of chemo-radiation treatments for head-and-neck cancer patients from different risk groups.


Assuntos
Carcinoma de Células Escamosas/diagnóstico por imagem , Neoplasias de Cabeça e Pescoço/diagnóstico por imagem , Tomografia por Emissão de Pósitrons/métodos , Medicina de Precisão/métodos , Tomografia Computadorizada por Raios X/métodos , Carcinoma de Células Escamosas/patologia , Neoplasias de Cabeça e Pescoço/patologia , Humanos , Medição de Risco
16.
PLoS One ; 11(3): e0150917, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-26987121

RESUMO

BACKGROUND: Inter-observer delineation variation has been detailed for many years in almost every tumor location. Inadequate delineation can impair the chance of cure and/or increase toxicity. The aim of our original work was to prospectively improve the homogeneity of delineation among all of the senior radiation oncologists in the Nord-Pas de Calais region, irrespective of the conditions of practice. METHODS: All 11 centers were involved. The first studied cancer was prostate cancer. Three clinical cases were studied: a low-risk prostate cancer case (case 1), a high-risk prostate cancer case (pelvic nodes, case 2) and a case of post-operative biochemical elevated PSA (case 3). All of the involved physicians delineated characteristically the clinical target volume (CTV) and organs at risk. The volumes were compared using validated indexes: the volume ratio (VR), common and additional volumes (CV and AV), volume overlap (VO) and Dice similarity coefficient (DSC). A second delineation of the same three cases was performed after discussion of the slice results and the choice of shared guidelines to evaluate homogenization. A comparative analysis of the indexes before and after discussion was conducted using the Wilcoxon test for paired samples. A p-value less than 0.05 was considered to indicate statistical significance. RESULTS: The indexes were not improved in case 1, for which the inter-observer agreement was considered good after the first comparison (DSC = 0.83 ± 0.06). In case 2, the second comparison showed homogenization of the CTV delineation with a significant improvement in CV (81.4 ± 11.7 vs. 88.6 ± 10.26, respectively, p = 0.048), VO (0.41 ± 0.09 vs. 0.47 ± 0.07, respectively; p = 0.009) and DSC (0.58 ± 0.09 vs. 0.63 ± 0.07, respectively; p = 0.0098). In case 3, VR and AV were significantly improved: VR: 1.71(± 0.6) vs. 1.34(± 0.46), respectively, p = 0.0034; AV: 46.58(± 14.50) vs. 38.08(± 15.10), respectively, p = 0.0024. DSC was not improved, but it was already superior to 0.6 in the first comparison. CONCLUSION: Our prospective work showed that a collaborative discussion about clinical cases and the choice of shared guidelines within an established framework improved the homogeneity of CTV delineation among the senior radiation oncologists in our region.


Assuntos
Próstata/patologia , Próstata/efeitos da radiação , Neoplasias da Próstata/patologia , Neoplasias da Próstata/radioterapia , França , Humanos , Masculino , Variações Dependentes do Observador , Estudos Prospectivos , Radioterapia Assistida por Computador , Radioterapia Guiada por Imagem
17.
Drugs ; 75(13): 1471-82, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26271398

RESUMO

Radiation-induced hemorrhagic cystitis (HC) is a complication of pelvic radiotherapy, mainly for prostate and uterine cancers. In the acute phase, patients feel urinary urgency and bladder pain. This phase is reversible after radiotherapy. In the chronic stage, an irritative syndrome is coupled with hematuria during the 2-10 years following radiotherapy. Cystoscopy shows white and frosted mucosa with telangiectasia. The incidence is estimated at 5 % or less. It is suggested that the radiation oncologist reviews the dosimetry plan to validate that the lesions coincide with significant radiation exposure confirming diagnosis of radiation-induced HC. The treatment for HC is first symptomatic, with bladder lavage, clot evacuation, coagulation via cystoscopy and blood transfusions if necessary. Subsequently, hyaluronic acid bladder instillation can be done with little toxicity. Hyperbaric oxygen therapy delivers pure oxygen to patients in a pressurized cabin, promoting angio-neogenesis and lowering hypoxia to the irradiated tissues. The clinical response rate is estimated to be around 80 %. Nevertheless, this approach is limited by the low availability, and length of treatment. While surgery remains an effective treatment for HC, it is the last option because of the high morbidity and mortality risks. Prospective studies need to be conducted to identify and evaluate new interventions, particularly for HC.


Assuntos
Cistite/terapia , Hemorragia/terapia , Lesões por Radiação/terapia , Cistite/epidemiologia , Cistite/etiologia , Feminino , Hemorragia/epidemiologia , Hemorragia/etiologia , Humanos , Ácido Hialurônico/administração & dosagem , Oxigenoterapia Hiperbárica/métodos , Incidência , Masculino , Neoplasias da Próstata/radioterapia , Lesões por Radiação/epidemiologia , Neoplasias Uterinas/radioterapia
18.
Biomed Res Int ; 2013: 264306, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-24078909

RESUMO

BACKGROUND: We investigated the feasibility of helical tomotherapy (HT) for inoperable large breast tumors, after failing to achieve adequate treatment planning with conformal radiation techniques. MATERIAL AND METHODS: Five consecutive patients with locally advanced breast cancer (LABC) were treated by preoperative HT. All patients received up-front chemotherapy before HT. Irradiated volumes included breast and nodal areas (45-50 Gy) in 4 patients. One patient received a simultaneous integrated boost (55 Gy) to gross tumor volume (GTV) without lymph node irradiation. Acute toxicity was assessed with Common Toxicity Criteria for Adverse Events v.4. Patients were evaluated for surgery at the end of treatment. RESULTS: Patients were staged IIB to IIIC (according to the AJCC staging system 2010). HT was associated in 4 patients with concomitant chemotherapy (5-fluorouracil and vinorelbine). Two patients were scored with grade 3 skin toxicity (had not completed HT) and one with grade 3 febrile neutropenia. One patient stopped HT with grade 2 skin toxicity. All patients were able to undergo mastectomy at a median interval of 43 days (31-52) from HT. Pathological partial response was seen in all patients. CONCLUSIONS: HT is feasible with acceptable toxicity profiles, potentially increased by chemotherapy. These preliminary results prompt us to consider a phase II study.


Assuntos
Neoplasias da Mama/radioterapia , Radioterapia de Intensidade Modulada , Adulto , Idoso , Neoplasias da Mama/diagnóstico por imagem , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/cirurgia , Terapia Combinada , Relação Dose-Resposta à Radiação , Feminino , Humanos , Pessoa de Meia-Idade , Prognóstico , Tomografia Computadorizada por Raios X , Resultado do Tratamento
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