Evaluation of a cumulative SUV-volume histogram method for parameterizing heterogeneous intratumoural FDG uptake in non-small cell lung cancer PET studies

• DOI: 10.1007/s00259-011-1845-6
• Publication Date: 2011-05-26T09:14:22Z
• Authors: Floris H. P. van ...; Patsuree Cheebsumon; Maqsood Yaqub; Egbert F. Smit; Otto S. Hoekstra; Adriaan A. Lammer...; Ronald Boellaard
• Keywords: Male; Lung Neoplasms; Biological Transport; Middle Aged; Tumor Burden; 3. Good health; 03 medical and health sciences; 0302 clinical medicine; Radiology Nuclear Medicine and imaging; Fluorodeoxyglucose F18; Carcinoma, Non-Small-Cell Lung; Positron-Emission Tomography; Image Processing, Computer-Assisted; Humans; Original Article; Female; Aged

Standardized uptake values (SUV) are commonly used for quantification of whole-body [(18)F]fluoro-2-deoxy-D: -glucose (FDG) positron emission tomography (PET) studies. Changes in SUV following therapy, however, only provide a proper measure of response in case of homogeneous FDG uptake in the tumour. The purpose of this study was therefore to implement and characterize a method that enables quantification of heterogeneity in tumour FDG uptake.Cumulative SUV-volume histograms (CSH), describing % of total tumour volume above % threshold of maximum SUV (SUV(max)), were calculated. The area under a CSH curve (AUC) is a quantitative index of tumour uptake heterogeneity, with lower AUC corresponding to higher degrees of heterogeneity. Simulations of homogeneous and heterogeneous responses were performed to assess the value of AUC-CSH for measuring uptake and/or response heterogeneity. In addition, partial volume correction and image denoising was applied prior to calculating AUC-CSH. Finally, the method was applied to a number of human FDG scans.Partial volume correction and noise reduction improved CSH curves. Both simulations and clinical examples showed that AUC-CSH values corresponded with level of tumour heterogeneity and/or heterogeneity in response. In contrast, this correspondence was not seen with SUV(max) alone. The results indicate that the main advantage of AUC-CSH above other measures, such as 1/COV (coefficient of variation), is the possibility to measure or normalize AUC-CSH in different ways.AUC-CSH might be used as a quantitative index of heterogeneity in tracer uptake. In response monitoring studies it can be used to address heterogeneity in response.