Vol.:(0123456789) 1 3
Molecular Imaging and Biology
https://doi.org/10.1007/s11307-022-01776-4
RESEARCH ARTICLE
[
18
F]FDG Uptake and Expression of Immunohistochemical Markers
Related to Glycolysis, Hypoxia, and Proliferation in Indeterminate
Thyroid Nodules
Elizabeth J. de Koster
1
· Adriana C. H. van Engen‑van Grunsven
2
· Johan Bussink
3
· Cathelijne Frielink
1
·
Lioe‑Fee de Geus‑Oei
1,4,5
· Benno Kusters
2
· Hans Peters
3
· Wim J. G. Oyen
1,6,7
· Dennis Vriens
4
· On behalf of
the EFFECTS trial study group
Received: 11 July 2022 / Revised: 21 September 2022 / Accepted: 23 September 2022
© The Author(s) 2022
Abstract
Purpose The current study explored the association between 2-[
18
F]fuoro-2-deoxy-D-glucose ([
18
F]FDG) uptake and the
quantitative expression of immunohistochemical markers related to glucose metabolism, hypoxia, and cell proliferation in
benign and malignant thyroid nodules of indeterminate cytology.
Procedures Using a case–control design, 24 patients were selected from participants of a randomized controlled multicenter trial
(NCT02208544) in which [
18
F]FDG-PET/CT and thyroid surgery were performed for Bethesda III and IV nodules. Three equally
sized groups of [
18
F]FDG-positive malignant, [
18
F]FDG-positive benign, and [
18
F]FDG-negative benign nodules were included.
Immunohistochemical staining was performed for glucose transporters (GLUT) 1, 3, and 4; hexokinases (HK) 1 and 2; hypoxia-
inducible factor-1 alpha (HIF1α; monocarboxylate transporter 4 (MCT4); carbonic anhydrase IX (CA-IX); vascular endothelial
growth factor (VEGF); sodium-iodide symporter (NIS); and Ki-67. Marker expression was scored using an immunoreactive score.
Unsupervised cluster analysis was performed. The immunoreactive score was correlated to the maximum and peak standardized
uptake values (SUV
max
, SUV
peak
) and SUV
max
ratio (SUV
max
of nodule/background SUV
max
of contralateral, normal thyroid) of the
[
18
F]FDG-PET/CT using the Spearman’s rank correlation coefcient and compared between the three groups using Kruskal–Wallis
tests.
Results The expression of GLUT1, GLUT3, HK2, and MCT4 was strongly positively correlated with the SUV
max
, SUV
peak
,
and SUV
max
ratio. The expression of GLUT1 (p = 0.009), HK2 (p = 0.02), MCT4 (p = 0.01), and VEGF (p = 0.007) was statisti-
cally signifcantly diferent between [
18
F]FDG-positive benign nodules, [
18
F]FDG-positive thyroid carcinomas, and [
18
F]FDG-
negative benign nodules. In both [
18
F]FDG-positive benign nodules and [
18
F]FDG-positive thyroid carcinomas, the expression
of GLUT1, HK2, and MCT4 was increased as compared to [
18
F]FDG-negative benign nodules. VEGF expression was higher
in [
18
F]FDG-positive thyroid carcinomas as compared to [
18
F]FDG-negative and [
18
F]FDG-positive benign nodules.
Conclusions Our results suggest that [
18
F]FDG-positive benign thyroid nodules undergo changes in protein expression simi-
lar to those in thyroid carcinomas. To expand the understanding of the metabolic changes in benign and malignant thyroid
nodules, further research is required, including correlation with underlying genetic alterations.
Key words Thyroid Nodule · [
18
F]FDG-PET/CT · Immunohistochemistry · Glycolysis · Glucose Metabolism
Introduction
Positron emission tomography/computed tomography
(PET/CT) using the glucose analogue 2-[
18
F]fluoro-
2-deoxy-D-glucose ([
18
F]FDG) visualizes (increased)
metabolic activity in tissues and is successfully applied for
the diagnosis, staging, and monitoring of many types of
cancers and infammatory disorders [1]. [
18
F]FDG-PET/
CT exploits the Warburg efect, a well-known phenomenon
in oncology describing the altered metabolism in malig-
nancies: as compared to a low rate of glycolysis followed
by oxidative phosphorylation in normal tissues, increased
glycolysis and lactic fermentation is observed in cancer,
* Elizabeth J. de Koster
Lisanne.deKoster@radboudumc.nl
Extended author information available on the last page of the article