Related Experiment Video
Updated: Feb 2, 2026

Determining Glucose Metabolism Kinetics Using 18F-FDG Micro-PET/CT
Published on: May 2, 2017
Mapping heterogeneity in glucose uptake in metastatic melanoma using quantitative 18F-FDG PET/CT analysis
Ellen C de Heer1, Adrienne H Brouwers2, Ronald Boellaard2
1Department of Medical Oncology, University Medical Center Groningen, University of Groningen, Hanzeplein 1, PO Box 30.001, 9700 RB, Groningen, The Netherlands.
Background:
Metastatic melanoma patients can have durable responses to systemic therapy and even long-term survival. However, a large subgroup of patients does not benefit. Tumour metabolic alterations may well be involved in the efficacy of both targeted and immunotherapy. Knowledge on in vivo tumour glucose uptake and its heterogeneity in metastatic melanoma may aid in upfront patient selection for novel (concomitant) metabolically targeted therapies. The aim of this retrospective study was to provide insight into quantitative 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) parameters and corresponding intra- and inter-patient heterogeneity in tumour 18F-FDG uptake among metastatic melanoma patients. Consecutive, newly diagnosed stage IV melanoma patients with a baseline 18F-FDG PET/CT scan performed between May 2014 and December 2015 and scheduled to start first-line systemic treatment were included. Volume of interests (VOIs) of all visible tumour lesions were delineated using a gradient-based contour method, and standardized uptake values (SUVs), metabolically active tumour volume (MATV) and total lesion glycolysis (TLG) were determined on a per-lesion and per-patient basis. Differences in quantitative PET parameters were explored between patient categories stratified by BRAFV600 and RAS mutational status, baseline serum lactate dehydrogenase (LDH) levels and tumour programmed death-ligand 1 (PD-L1) expression.
Results:
In 64 patients, 1143 lesions ≥ 1 ml were delineated. Median number of lesions ≥ 1 ml was 6 (range 0-168), median maximum SUVpeak 9.5 (range 0-58), median total MATV 29 ml (range 0-2212) and median total TLG 209 (range 0-16,740). Per-patient analysis revealed considerable intra- and inter-patient heterogeneity. Maximum SUVs, MATV, number of lesions and TLG per patient did not differ when stratifying between BRAFV600 or RAS mutational status or PD-L1 expression status, but were higher in the patient group with elevated LDH levels (> 250 U/l) compared to the group with normal LDH levels (P < 0.001). A subset of patients with normal LDH levels also showed above median tumour 18F-FDG uptake.
Conclusions:
Baseline tumour 18F-FDG uptake in stage IV melanoma is heterogeneous, independent of mutational status and cannot be fully explained by LDH levels. Further investigation of the prognostic and predictive value of quantitative 18F-FDG PET parameters is of interest.
Insights
Metastatic melanoma 18F-FDG PET/CT scans show varied tumor glucose uptake, independent of genetic markers. Elevated LDH levels correlate with higher uptake, but don't fully explain the heterogeneity in stage IV melanoma patients.
Area of Science:
- Oncology
- Nuclear Medicine
- Medical Imaging
Background:
- Metastatic melanoma response to therapy varies significantly among patients.
- Tumor metabolic alterations are implicated in targeted and immunotherapy efficacy.
- Understanding in vivo glucose uptake heterogeneity can guide patient selection for novel therapies.
Purpose of the Study:
- To investigate quantitative 18F-FDG PET/CT parameters in metastatic melanoma.
- To assess intra- and inter-patient heterogeneity of 18F-FDG uptake.
- To explore correlations between PET parameters and patient/tumor characteristics.
Main Methods:
- Retrospective analysis of baseline 18F-FDG PET/CT scans in 64 stage IV melanoma patients.
- Delineation of tumor lesions and calculation of SUVs, MATV, and TLG.
- Stratification by BRAF/RAS mutational status, LDH levels, and PD-L1 expression.
Main Results:
- 1143 lesions were analyzed, revealing significant intra- and inter-patient heterogeneity in 18F-FDG uptake.
- PET parameters did not differ based on BRAF/RAS or PD-L1 status.
- Elevated LDH levels were associated with higher SUVs, MATV, and TLG (P < 0.001).
Conclusions:
- Baseline 18F-FDG uptake in stage IV melanoma is heterogeneous and not solely explained by LDH levels or molecular markers.
- Further research into the prognostic and predictive value of quantitative PET parameters is warranted.
More Related Videos
06:51Utilizing 18F-FDG PET/CT Imaging and Quantitative Histology to Measure Dynamic Changes in the Glucose Metabolism in Mouse Models of Lung Cancer
Published on: July 21, 2018
10:04Analysis of 18FDG PET/CT Imaging as a Tool for Studying Mycobacterium tuberculosis Infection and Treatment in Non-human Primates
Published on: September 5, 2017
Related Concept Videos
Quantitative Analysis
In quantitative analysis, two key measurements are made: the sample quantity and a property proportional to the amount of the analyte (the substance being analyzed). This forms the basis of the...
Glucose Homeostasis: Regulation of Blood Glucose
During fasting, when blood glucose levels are low, the pancreas secretes glucagon. it...
Glucose Transporters
Facilitated diffusion-glucose transporters (GLUTs) are encoded by the solute-linked carrier (SLC) family 2, subfamily A gene family, or SLC2A. The 14 GLUT protein members are distributed into three classes:
Glucose Absorption Into the Small Intestine
Radiological Investigation I: X-ray and CT
Imaging Studies I: CT and MRI
Description of the Procedures
Computed Tomography (CT) scan:
Computed Tomography (CT) scans use X-ray technology to generate detailed images of bones, organs, and tissues. During the scan, the patient lies on a moving table...