FDG PET Metabolic Tumor Volume Segmentation and Pathologic Volume of Primary Human Solid Tumors

被引:71
作者
Sridhar, Praveen [1 ]
Mercier, Gustavo [1 ]
Tan, Josenia [2 ]
Truong, Minh Tam [3 ]
Daly, Benedict [4 ]
Subramaniam, Rathan M. [1 ,5 ]
机构
[1] Boston Univ, Sch Med, Dept Radiol, Boston, MA 02118 USA
[2] Boston Univ, Sch Med, Dept Pathol, Boston, MA 02118 USA
[3] Boston Univ, Sch Med, Dept Radiat Oncol, Boston, MA 02118 USA
[4] Boston Univ, Sch Med, Dept Cardiothorac Surg, Boston, MA 02118 USA
[5] Johns Hopkins Univ, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
关键词
fixed threshold method; gradient method; metabolic tumor volume; segmentation; SQUAMOUS-CELL-CARCINOMA; POSITRON-EMISSION-TOMOGRAPHY; GRADIENT-BASED METHOD; LUNG-CANCER; F-18-FDG PET; STANDARDIZED UPTAKE; PROGNOSTIC VALUE; NECK-CANCER; ORAL-CAVITY; HEAD;
D O I
10.2214/AJR.13.11456
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
OBJECTIVE. The purpose of this study was to establish the correlation and reliability among the pathologic tumor volume and gradient and fixed threshold segmentations of F-18-FDG PET metabolic tumor volume of human solid tumors. MATERIALS AND METHODS. There were 52 patients included in the study who had undergone baseline PET/CT with subsequent resection of head and neck, lung, and colorectal tumors. The pathologic volume was calculated from three dimensions of the gross tumor specimen as a reference standard. The primary tumor metabolic tumor volume was segmented using gradient and 30%, 40%, and 50% maximum standardized uptake value (SUVmax) threshold methods. Pearson correlation coefficient, intraclass correlation coefficient, and Bland-Altman analyses were performed to establish the correlation and reliability among the pathologic volume and segmented metabolic tumor volume. RESULTS. The mean pathologic volume; gradient-based metabolic tumor volume; and 30%, 40%, and 50% SUVmax threshold metabolic tumor volumes were 13.46, 13.75, 15.47, 10.63, and 7.57 mL, respectively. The intraclass correlation coefficients among the pathologic volume and the gradient-based and 30%, 40%, and 50% SUVmax threshold metabolic tumor volumes were 0.95, 0.85, 0.80, and 0.76, respectively. The Bland-Altman biases were -0.3, -2.0, 2.82, and 5.9 mL, respectively. Of the small tumors (< 10 mL), 23 of the 35 patients had PET segmented volume outside 50% of the pathologic volume, and among the large tumors (>= 10 mL) three of the 17 patients had PET segmented volumes that were outside 50% of pathologic volume. CONCLUSION. FDG PET metabolic tumor volume estimated using gradient segmentation had superior correlation and reliability with the estimated ellipsoid pathologic volume of the tumors compared with threshold method segmentation.
引用
收藏
页码:1114 / 1119
页数:6
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