Pieter Populaire , Gilles Defraene , Yuting Liu , Uwe Titt , Pablo Yepes , Lieven Depypere , Philippe Nafteux , Radhe Mohan , Steven Lin , Karin Haustermans
{"title":"食管癌患者接受三联疗法时左心室剂量与急性心脏毒性风险相关","authors":"Pieter Populaire , Gilles Defraene , Yuting Liu , Uwe Titt , Pablo Yepes , Lieven Depypere , Philippe Nafteux , Radhe Mohan , Steven Lin , Karin Haustermans","doi":"10.1016/j.radonc.2025.111002","DOIUrl":null,"url":null,"abstract":"<div><h3>Background and objective</h3><div>Esophageal cancer (EC) patients treated with neoadjuvant chemoradiotherapy (nCRT) followed by surgery (trimodality treatment) are at risk for developing cardiac toxicity (CarTox). The interaction between radiotherapy and surgery warrants specific CarTox prediction models in this population.</div></div><div><h3>Materials and methods</h3><div>EC-patients treated with photon-based nCRT at UZ Leuven between 01–2015 and 12–2023 were eligible for inclusion. A subset scanned with a standardized imaging protocol was used to perform voxel-based analysis (VBA) comparing per-voxel dose to the heart between patients with versus without CarTox. Statistically significant voxels were matched with cardiac substructures. Relevant substructure dose metrics were included in subsequent logistic regression-based toxicity prediction modelling, with a temporal development/validation split. Final external validation was performed on a mixed photon and proton-treated cohort of MD Anderson Cancer Center.</div></div><div><h3>Results</h3><div>For VBA, 50 patients were used to identify a cluster of voxels located mainly in the left ventricle (LV) that was higher dosed in patients with adenocarcinoma who developed CarTox. Subsequent model development (n = 77) and validation (n = 29) identified a model containing age, the absolute volume of the LV that received at least 10 Gy (V10Gy) and the interaction term. Model performance, depicted by AUC, was 0.76 in the validation population. In external validation (n = 50) AUC reduced to 0.66. After recalibration, in agreement with recommended closed-loop testing procedure, good LV absolute V10Gy dependent model performance was observed in the calibration curve.</div></div><div><h3>Discussion</h3><div>Model-based identification of high-risk patients and minimizing their low to intermediate LV-dose may help reduce CarTox in EC-patients undergoing trimodality treatment.</div></div>","PeriodicalId":21041,"journal":{"name":"Radiotherapy and Oncology","volume":"209 ","pages":"Article 111002"},"PeriodicalIF":4.9000,"publicationDate":"2025-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dose to the left ventricle is associated to the risk of acute cardiac toxicity in patients with esophageal cancer undergoing trimodality treatment\",\"authors\":\"Pieter Populaire , Gilles Defraene , Yuting Liu , Uwe Titt , Pablo Yepes , Lieven Depypere , Philippe Nafteux , Radhe Mohan , Steven Lin , Karin Haustermans\",\"doi\":\"10.1016/j.radonc.2025.111002\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background and objective</h3><div>Esophageal cancer (EC) patients treated with neoadjuvant chemoradiotherapy (nCRT) followed by surgery (trimodality treatment) are at risk for developing cardiac toxicity (CarTox). The interaction between radiotherapy and surgery warrants specific CarTox prediction models in this population.</div></div><div><h3>Materials and methods</h3><div>EC-patients treated with photon-based nCRT at UZ Leuven between 01–2015 and 12–2023 were eligible for inclusion. A subset scanned with a standardized imaging protocol was used to perform voxel-based analysis (VBA) comparing per-voxel dose to the heart between patients with versus without CarTox. Statistically significant voxels were matched with cardiac substructures. Relevant substructure dose metrics were included in subsequent logistic regression-based toxicity prediction modelling, with a temporal development/validation split. Final external validation was performed on a mixed photon and proton-treated cohort of MD Anderson Cancer Center.</div></div><div><h3>Results</h3><div>For VBA, 50 patients were used to identify a cluster of voxels located mainly in the left ventricle (LV) that was higher dosed in patients with adenocarcinoma who developed CarTox. Subsequent model development (n = 77) and validation (n = 29) identified a model containing age, the absolute volume of the LV that received at least 10 Gy (V10Gy) and the interaction term. Model performance, depicted by AUC, was 0.76 in the validation population. In external validation (n = 50) AUC reduced to 0.66. After recalibration, in agreement with recommended closed-loop testing procedure, good LV absolute V10Gy dependent model performance was observed in the calibration curve.</div></div><div><h3>Discussion</h3><div>Model-based identification of high-risk patients and minimizing their low to intermediate LV-dose may help reduce CarTox in EC-patients undergoing trimodality treatment.</div></div>\",\"PeriodicalId\":21041,\"journal\":{\"name\":\"Radiotherapy and Oncology\",\"volume\":\"209 \",\"pages\":\"Article 111002\"},\"PeriodicalIF\":4.9000,\"publicationDate\":\"2025-06-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Radiotherapy and Oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0167814025045062\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Radiotherapy and Oncology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0167814025045062","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
Dose to the left ventricle is associated to the risk of acute cardiac toxicity in patients with esophageal cancer undergoing trimodality treatment
Background and objective
Esophageal cancer (EC) patients treated with neoadjuvant chemoradiotherapy (nCRT) followed by surgery (trimodality treatment) are at risk for developing cardiac toxicity (CarTox). The interaction between radiotherapy and surgery warrants specific CarTox prediction models in this population.
Materials and methods
EC-patients treated with photon-based nCRT at UZ Leuven between 01–2015 and 12–2023 were eligible for inclusion. A subset scanned with a standardized imaging protocol was used to perform voxel-based analysis (VBA) comparing per-voxel dose to the heart between patients with versus without CarTox. Statistically significant voxels were matched with cardiac substructures. Relevant substructure dose metrics were included in subsequent logistic regression-based toxicity prediction modelling, with a temporal development/validation split. Final external validation was performed on a mixed photon and proton-treated cohort of MD Anderson Cancer Center.
Results
For VBA, 50 patients were used to identify a cluster of voxels located mainly in the left ventricle (LV) that was higher dosed in patients with adenocarcinoma who developed CarTox. Subsequent model development (n = 77) and validation (n = 29) identified a model containing age, the absolute volume of the LV that received at least 10 Gy (V10Gy) and the interaction term. Model performance, depicted by AUC, was 0.76 in the validation population. In external validation (n = 50) AUC reduced to 0.66. After recalibration, in agreement with recommended closed-loop testing procedure, good LV absolute V10Gy dependent model performance was observed in the calibration curve.
Discussion
Model-based identification of high-risk patients and minimizing their low to intermediate LV-dose may help reduce CarTox in EC-patients undergoing trimodality treatment.
期刊介绍:
Radiotherapy and Oncology publishes papers describing original research as well as review articles. It covers areas of interest relating to radiation oncology. This includes: clinical radiotherapy, combined modality treatment, translational studies, epidemiological outcomes, imaging, dosimetry, and radiation therapy planning, experimental work in radiobiology, chemobiology, hyperthermia and tumour biology, as well as data science in radiation oncology and physics aspects relevant to oncology.Papers on more general aspects of interest to the radiation oncologist including chemotherapy, surgery and immunology are also published.