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Mapping heterogeneity in glucose uptake in metastatic melanoma using quantitative (18)F-FDG PET/CT analysis

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 tumo...

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Autores principales: de Heer, Ellen C., Brouwers, Adrienne H., Boellaard, Ronald, Sluiter, Wim J., Diercks, Gilles F. H., Hospers, Geke A. P., de Vries, Elisabeth G. E., Jalving, Mathilde
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6246760/
https://www.ncbi.nlm.nih.gov/pubmed/30460579
http://dx.doi.org/10.1186/s13550-018-0453-x
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author de Heer, Ellen C.
Brouwers, Adrienne H.
Boellaard, Ronald
Sluiter, Wim J.
Diercks, Gilles F. H.
Hospers, Geke A. P.
de Vries, Elisabeth G. E.
Jalving, Mathilde
author_facet de Heer, Ellen C.
Brouwers, Adrienne H.
Boellaard, Ronald
Sluiter, Wim J.
Diercks, Gilles F. H.
Hospers, Geke A. P.
de Vries, Elisabeth G. E.
Jalving, Mathilde
author_sort de Heer, Ellen C.
collection PubMed
description 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 (18)F-fluorodeoxyglucose positron emission tomography/computed tomography ((18)F-FDG PET/CT) parameters and corresponding intra- and inter-patient heterogeneity in tumour (18)F-FDG uptake among metastatic melanoma patients. Consecutive, newly diagnosed stage IV melanoma patients with a baseline (18)F-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 BRAF(V600) 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 SUV(peak) 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 BRAF(V600) 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 (18)F-FDG uptake. CONCLUSIONS: Baseline tumour (18)F-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 (18)F-FDG PET parameters is of interest. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13550-018-0453-x) contains supplementary material, which is available to authorized users.
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spelling pubmed-62467602018-12-06 Mapping heterogeneity in glucose uptake in metastatic melanoma using quantitative (18)F-FDG PET/CT analysis de Heer, Ellen C. Brouwers, Adrienne H. Boellaard, Ronald Sluiter, Wim J. Diercks, Gilles F. H. Hospers, Geke A. P. de Vries, Elisabeth G. E. Jalving, Mathilde EJNMMI Res Original Research 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 (18)F-fluorodeoxyglucose positron emission tomography/computed tomography ((18)F-FDG PET/CT) parameters and corresponding intra- and inter-patient heterogeneity in tumour (18)F-FDG uptake among metastatic melanoma patients. Consecutive, newly diagnosed stage IV melanoma patients with a baseline (18)F-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 BRAF(V600) 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 SUV(peak) 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 BRAF(V600) 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 (18)F-FDG uptake. CONCLUSIONS: Baseline tumour (18)F-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 (18)F-FDG PET parameters is of interest. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13550-018-0453-x) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2018-11-20 /pmc/articles/PMC6246760/ /pubmed/30460579 http://dx.doi.org/10.1186/s13550-018-0453-x Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Research
de Heer, Ellen C.
Brouwers, Adrienne H.
Boellaard, Ronald
Sluiter, Wim J.
Diercks, Gilles F. H.
Hospers, Geke A. P.
de Vries, Elisabeth G. E.
Jalving, Mathilde
Mapping heterogeneity in glucose uptake in metastatic melanoma using quantitative (18)F-FDG PET/CT analysis
title Mapping heterogeneity in glucose uptake in metastatic melanoma using quantitative (18)F-FDG PET/CT analysis
title_full Mapping heterogeneity in glucose uptake in metastatic melanoma using quantitative (18)F-FDG PET/CT analysis
title_fullStr Mapping heterogeneity in glucose uptake in metastatic melanoma using quantitative (18)F-FDG PET/CT analysis
title_full_unstemmed Mapping heterogeneity in glucose uptake in metastatic melanoma using quantitative (18)F-FDG PET/CT analysis
title_short Mapping heterogeneity in glucose uptake in metastatic melanoma using quantitative (18)F-FDG PET/CT analysis
title_sort mapping heterogeneity in glucose uptake in metastatic melanoma using quantitative (18)f-fdg pet/ct analysis
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6246760/
https://www.ncbi.nlm.nih.gov/pubmed/30460579
http://dx.doi.org/10.1186/s13550-018-0453-x
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