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1.
J Thorac Oncol ; 2024 Apr 10.
Artigo em Inglês | MEDLINE | ID: mdl-38608932

RESUMO

BACKGROUND: Thymomas are rare intrathoracic malignancies that can relapse after surgery. Whether or not Post-Operative Radiotherapy (PORT) should be delivered after surgery remains a major issue. RADIORYTHMIC is an ongoing, multicenter, randomized phase 3 trial addressing this question in patients with completely R0 resected Masaoka-Koga stage IIb/III thymoma. Experts in the field met to develop recommendations for PORT. METHODS: A scientific committee from the RYTHMIC network identified key issues regarding the modalities of PORT in completely resected thymoma. A DELPHI-method was used to question 24 national experts, with 115 questions regarding: 1/ Imaging techniques, 2/ Clinical Target Volume (CTV) and margins, 3/ Dose constraints to Organs At Risk, 4/ Dose and fractionation, 5/ Follow-up and records. Consensus was defined when opinions reached ≥ 80% agreement. RESULTS: We established the following recommendations: pre-operative contrast-enhanced CT-scan is recommended (94% agreement); optimization of radiation delivery includes either a 4D-CT based planning (82% agreement), a breath-holding inspiration breath-hold-based planning, or daily control CT-imaging (81% agreement); imaging fusion based on cardiovascular structures of pre-operative and planning CT-scan is recommended (82% agreement); right coronary and left anterior descending coronary arteries should be delineated as cardiac substructures (88% agreement); rotational RCMI/VMAT is recommended (88% agreement); total dose is 50Gy (81% agreement) with 1.8-2Gy per fraction (94% agreement); cardiac evaluation, and follow-up for patients with history of cardiovascular disease is recommended (88% agreement) with EKG and evaluation of LVEF at 5 years and 10 years. CONCLUSION: This is the first consensus for PORT in thymoma. Implementation will help to harmonize practices.

2.
Annu Int Conf IEEE Eng Med Biol Soc ; 2020: 1667-1670, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-33018316

RESUMO

Hepatocellular carcinoma (HCC) is the sixth more frequent cancer worldwide. This type of cancer has a poor overall survival rate mainly due to underlying cirrhosis and risk of recurrence outside the treated lesion. Quantitative imaging within a radiomics workflow may help assessing the probability of survival and potentially may allow tailoring personalized treatments. In radiomics a large amount of features can be extracted, which may be correlated across a population and very often can be surrogates of the same physiopathology. This issues are more pronounced and difficult to tackle with imbalanced data. Feature selection strategies are therefore required to extract the most informative with the increased predictive capabilities. In this paper, we compared different unsupervised and supervised strategies for feature selection in presence of imbalanced data and optimize them within a machine learning framework. Multi-parametric Magnetic Resonance Images from 81 individuals (19 deceased) treated with stereotactic body radiation therapy (SBRT) for inoperable (HCC) were analyzed. Pre-selection of a reduced set of features based on Affinity Propagation clustering (non supervised) achieved a significant improvement in AUC compared to other approaches with and without feature pre-selection. By including the synthetic minority over-sampling technique (SMOTE) for imbalanced data and Random Forest classification this workflow emerges as an appealing feature selection strategy for survival prediction within radiomics studies.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Radiocirurgia , Carcinoma Hepatocelular/diagnóstico por imagem , Humanos , Neoplasias Hepáticas/diagnóstico por imagem , Aprendizado de Máquina , Recidiva Local de Neoplasia/diagnóstico por imagem
3.
Strahlenther Onkol ; 195(6): 504-516, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-30963203

RESUMO

PURPOSE: The aim of this study was to retrospectively study survival and long-term morbidities of children with nasopharyngeal carcinoma (NPC) treated by induction chemotherapy and concurrent chemoradiation (CRT). The total dose of radiation was adapted to the response following neoadjuvant chemotherapy. METHODS: Children with non-metastatic NPC treated in France between 1999 and 2015 were retrospectively included in the study. The strategy combined neoadjuvant platinum-based chemotherapy, followed by adapted CRT to tumor response. RESULTS: In total, 95 patients (median age 15 years [range, 7-23 years], male-to-female ratio 1.8) with undifferentiated NPC were included; 59% of patients had TNM stage IV. Intensity-modulated radiotherapy (IMRT) was delivered to 57 patients (60%), while the other patients were treated with conformal RT (3D-RT). After a median follow-up of 4.5 years [range, 3.6-5.5 years], 13 relapses and seven deaths had occurred. The 3­year overall and relapse-free survival (RFS) were 94% [95% CI, 85-97%] and 86% [77-92%], respectively. The locoregional failure rate was 6% [95% CI, 2-14]. Long-term treatment-related sequelae of grade 2+ were reported by 37 (50%) patients; odynophagia was significantly reduced treated by IMRT vs. conventional 3D-RT (7% vs. 55%, p = 0.015). Using a reduction dose of 59.4 Gy, 54 Gy, and 45 Gy, respectively, to the primary, involved, and uninvolved neck nodes, after a favorable tumor response, was not associated with an increased locoregional failure rate. CONCLUSIONS: The survival rates for NPC have been considerably improved by means of multimodal therapy, but long-term locoregional morbidity remains common. Use of IMRT may induce less residual odynophagia. Radiation dose reduction adapted to chemotherapy response does not have a negative impact on outcome. These findings support the use of an RT protocol adapted to the tumor response to neoadjuvant chemotherapy for a long-lasting improvement in the patient's quality of life.


Assuntos
Quimiorradioterapia/métodos , Quimioterapia de Indução , Carcinoma Nasofaríngeo/terapia , Neoplasias Nasofaríngeas/terapia , Adolescente , Criança , Terapia Combinada , Intervalo Livre de Doença , Feminino , Seguimentos , França , Humanos , Masculino , Carcinoma Nasofaríngeo/mortalidade , Carcinoma Nasofaríngeo/patologia , Neoplasias Nasofaríngeas/mortalidade , Neoplasias Nasofaríngeas/patologia , Estadiamento de Neoplasias , Radioterapia de Intensidade Modulada , Estudos Retrospectivos , Falha de Tratamento , Adulto Jovem
4.
Cancer Treat Rev ; 50: 240-246, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27768919

RESUMO

Stereotactic ablative radiation therapy (SABR) has become the standard treatment for peripheral medically non-operable patients with early stage non-small cell lung cancer (NSCLC). Previous attempts of trials to compare SABR and surgery have failed and new randomized studies (SABRtooth, STABLEMATES, and VALOR) are ongoing. While predictive factors of relapse have been extensively studied in patients receiving surgery, there is scarce data on such putative factors in SABR patients. The purpose of this review is to analyze such predictive factors through a critical review of the literature.


Assuntos
Adenocarcinoma/radioterapia , Carcinoma Pulmonar de Células não Pequenas/radioterapia , Carcinoma de Células Escamosas/radioterapia , Neoplasias Pulmonares/radioterapia , Recidiva Local de Neoplasia/epidemiologia , Radiocirurgia/métodos , Adenocarcinoma/diagnóstico por imagem , Adenocarcinoma/patologia , Carcinoma Pulmonar de Células não Pequenas/diagnóstico por imagem , Carcinoma Pulmonar de Células não Pequenas/patologia , Carcinoma de Células Escamosas/diagnóstico por imagem , Carcinoma de Células Escamosas/patologia , Humanos , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/patologia , Estadiamento de Neoplasias , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Radioterapia Guiada por Imagem , Fatores de Risco , Resultado do Tratamento , Carga Tumoral
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