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Objectively Quantifying Radiation Esophagitis With Novel Computed Tomography-Based Metrics.
- Source :
-
International Journal of Radiation Oncology, Biology, Physics . Feb2016, Vol. 94 Issue 2, p385-393. 9p. - Publication Year :
- 2016
-
Abstract
- <bold>Purpose: </bold>To study radiation-induced esophageal expansion as an objective measure of radiation esophagitis in patients with non-small cell lung cancer (NSCLC) treated with intensity modulated radiation therapy.<bold>Methods and Materials: </bold>Eighty-five patients had weekly intra-treatment CT imaging and esophagitis scoring according to Common Terminlogy Criteria for Adverse Events 4.0, (24 Grade 0, 45 Grade 2, and 16 Grade 3). Nineteen esophageal expansion metrics based on mean, maximum, spatial length, and volume of expansion were calculated as voxel-based relative volume change, using the Jacobian determinant from deformable image registration between the planning and weekly CTs. An anatomic variability correction method was validated and applied to these metrics to reduce uncertainty. An analysis of expansion metrics and radiation esophagitis grade was conducted using normal tissue complication probability from univariate logistic regression and Spearman rank for grade 2 and grade 3 esophagitis endpoints, as well as the timing of expansion and esophagitis grade. Metrics' performance in classifying esophagitis was tested with receiver operating characteristic analysis.<bold>Results: </bold>Expansion increased with esophagitis grade. Thirteen of 19 expansion metrics had receiver operating characteristic area under the curve values >0.80 for both grade 2 and grade 3 esophagitis endpoints, with the highest performance from maximum axial expansion (MaxExp1) and esophageal length with axial expansion ≥30% (LenExp30%) with area under the curve values of 0.93 and 0.91 for grade 2, 0.90 and 0.90 for grade 3 esophagitis, respectively.<bold>Conclusions: </bold>Esophageal expansion may be a suitable objective measure of esophagitis, particularly maximum axial esophageal expansion and esophageal length with axial expansion ≥30%, with 2.1 Jacobian value and 98.6 mm as the metric value for 50% probability of grade 3 esophagitis. The uncertainty in esophageal Jacobian calculations can be reduced with anatomic correction methods. [ABSTRACT FROM AUTHOR]
- Subjects :
- *ESOPHAGUS diseases
*NON-small-cell lung carcinoma
*CANCER treatment
*INTENSITY modulated radiotherapy
*CANCER radiotherapy
*CANCER tomography
*IMAGE registration
*ANTHROPOMETRY
*COMPUTED tomography
*ESOPHAGUS
*LUNG cancer
*LUNG tumors
*PHARMACOKINETICS
*PROBABILITY theory
*RADIATION injuries
*RESEARCH funding
*UNCERTAINTY
*LOGISTIC regression analysis
*RECEIVER operating characteristic curves
ESOPHAGEAL radiography
Subjects
Details
- Language :
- English
- ISSN :
- 03603016
- Volume :
- 94
- Issue :
- 2
- Database :
- Academic Search Index
- Journal :
- International Journal of Radiation Oncology, Biology, Physics
- Publication Type :
- Academic Journal
- Accession number :
- 112087674
- Full Text :
- https://doi.org/10.1016/j.ijrobp.2015.10.010