{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,7]],"date-time":"2026-10-07T13:59:15Z","timestamp":1791381555039,"version":"4.3.3"},"reference-count":57,"publisher":"Wiley","issue":"8","license":[{"start":{"date-parts":[[2025,8,8]],"date-time":"2025-08-08T00:00:00Z","timestamp":1754611200000},"content-version":"vor","delay-in-days":7,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"content-domain":{"domain":["aapm.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Medical Physics"],"published-print":{"date-parts":[[2025,8]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Proton therapy is very sensitive to anatomical changes; therefore, the delivered dose might differ from the planned dose. To evaluate the actual delivered dose, repeated CT imaging can be used to re\u2010evaluate the dose distribution on the daily anatomy.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Purpose<\/jats:title>\n                    <jats:p>To develop a dose accumulation method including setup and range uncertainty, which incorporates inter\u2010fraction anatomical changes, as well as to perform quality assurance (QA) of the deformable dose mapping.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>We established a method for dose accumulation including setup and range uncertainty in RayStation (RaySearch Laboratories, Stockholm, Sweden). On each weekly repeat CT (reCT), the delivered plan was recalculated, nominally and in 28 error scenarios. Each scenario was mapped to the planning CT (pCT) using deformable image registration (DIR) without and with controlling regions\u2010of\u2010interest (ROIs, including the target, heart, and lungs). A weighted sum, accounting for the number of delivered fractions, of the mapped doses was created for each scenario, and a nominal, voxel\u2010wise minimum (VWmin) and maximum (VWmax) accumulated dose were calculated. The method was evaluated on twenty esophageal and twenty lung cancer patients treated with intensity modulated proton therapy (IMPT), and the accumulated dose was compared to the dose calculated directly on each reCT.<\/jats:p>\n                    <jats:p>Additionally, we established a QA strategy for the dose deformation inspired by the distance\u2010to\u2010discordance metric (DDM). Using the DDM metric, an uncertainty interval was created for each dose grid voxel. We evaluated this metric using the same 40 patients. From the pCT, deformed CTs (dCTs) were generated based on the reCTs using DIRs created in Mirada RTx (Mirada Medical, Oxford, UK), which then constituted known deformations to test the procedure against. Applying these \u2018ground\u2010truth\u2019 dCTs, dose accumulation was performed in RayStation, and DDM bandwidths were calculated to assess any potential errors introduced by DIR in the dose accumulations. DDM bandwidths were also calculated based on the dose accumulation applying the actual reCTs, to assess which DIR method (without or with controlling ROIs) provided the most consistent results.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>For most patients, the DIR\u2010based dose accumulation gave higher target coverage than simple weighting of the target coverage on the individual reCTs, showing the importance of taking anatomical changes into account using DIR. The DDM results, based on the dCTs, showed only small errors for the DIR\u2010based dose accumulation for most patients, but for esophageal cancer patients, issues were seen in the region below the diaphragm. For the esophageal cancer patients, the DIR with controlling ROIs provided the most consistent results, while for the lung cancer patients, DIR without these controlling ROIs was found most optimal.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>We have developed a framework for dose accumulation including setup and range uncertainty and evaluated it on 40 patients. We also established and validated a QA framework for assessing the dose accumulations.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1002\/mp.18037","type":"journal-article","created":{"date-parts":[[2025,8,9]],"date-time":"2025-08-09T04:19:50Z","timestamp":1754713190000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Dose accumulation over the treatment course including setup and range uncertainty for proton therapy of esophageal and lung cancer patients"],"prefix":"10.1002","volume":"52","author":[{"given":"Vicki Trier","family":"Taasti","sequence":"first","affiliation":[{"name":"Department of Radiation Oncology (Maastro) GROW School for Oncology and Reproduction Maastricht University Medical Centre+  Maastricht The Netherlands"},{"name":"Danish Centre for Particle Therapy Aarhus University\/Arhus University Hospital Aarhus 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