TY - JOUR
T1 - [18F]FDG Uptake and Expression of Immunohistochemical Markers Related to Glycolysis, Hypoxia, and Proliferation in Indeterminate Thyroid Nodules.
AU - de Koster, Elizabeth J.
AU - van Engen-van Grunsven, Adriana C.H.
AU - Bussink, Johan
AU - Frielink, Cathelijne
AU - de Geus-Oei, Lioe Fee
AU - Kusters, Benno
AU - Peters, Hans
AU - Oyen, Wim J.G.
AU - Vriens, Dennis
AU - Netea-Maier, Romana T.
AU - Smit, Jan W.A.
AU - de Wilt, Johannes H.W.
AU - Booij, Jan
AU - Fliers, Eric
AU - Klooker, Tamira K.
AU - van Dam, Eveline W.C.M.
AU - Dreijerink, Koen M.A.
AU - Raijmakers, Pieter G.H.M.
AU - Kam, Boen L.R.
AU - Peeters, Robin P.
AU - Verzijlbergen, John F.
AU - van Aken, Maarten O.
AU - Jager, Piet L.
AU - Mijnhout, G. Sophie
AU - van den Hout, Wilbert B.
AU - Arias, Alberto M.Pereira
AU - Morreau, Johannes
AU - Snel, Marieke
AU - Dijkhorst-Oei, Lioe Ting
AU - de Klerk, John M.H.
AU - Havekes, Bas
AU - Mitea, D. Cristina
AU - Vöö, Stefan
AU - Brouwer, Catharine B.
AU - van Dam, Pieter S.
AU - Sivro, Ferida
AU - te Beek, Erik T.
AU - Jebbink, Max C.W.
AU - Bleumink, Gysele S.
AU - Schelfhout, Vanessa J.R.
AU - Keijsers, Ruth G.M.
AU - Wakelkamp, Iris M.M.J.
AU - Brouwers, Adrienne H.
AU - Links, Thera P.
AU - de Keizer, Bart
AU - van Leeuwaarde, Rachel S.
AU - Bonenkamp, Johannes J.
AU - Donders, A. Rogier T.
AU - Fütterer, Jurgen J.
N1 - Funding Information:
The authors like to thank all the patients who participated in the EfFECTS trial, all members of the EfFECTS trial consortium, and all others who were involved in any of the study procedures, in particular Dr. Peter Laverman PhD, Head of the Radiopharmacy Unit and Research Labs, Department of Medical Imaging, Radboudumc, for his assistance with the immunohistochemical staining. EfFECTS Trial Study Group: Consortium Members Romana T. Netea-Maier8, Jan W.A. Smit8, Johannes H.W. de Wilt9, Jan Booij10, Eric Fliers11, Tamira K. Klooker11, Eveline W.C.M. van Dam12, Koen M.A. Dreijerink12, Pieter G.H.M. Raijmakers13, Boen L.R. Kam14, Robin P. Peeters15, John F. Verzijlbergen14, Maarten O. van Aken16, Piet L. Jager17, G. Sophie Mijnhout18, Wilbert B. van den Hout19, Alberto M. Pereira Arias20, Johannes Morreau21, Marieke Snel20, Lioe-Ting Dijkhorst-Oei22, John M.H. de Klerk23, Bas Havekes24, D. Cristina Mitea25, Stefan Vöö25, Catharine B. Brouwer26, Pieter S. van Dam26, Ferida Sivro27, Erik T. te Beek28, Max C.W. Jebbink29, Gysele S. Bleumink30, Vanessa J.R. Schelfhout6, Ruth G.M. Keijsers31, Iris M.M.J. Wakelkamp32, Adrienne H. Brouwers33, Thera P. Links34, Bart de Keizer35, Rachel S. van Leeuwaarde36, Johannes J. Bonenkamp9, A. Rogier T. Donders37, Jurgen J. Fütterer.388Department of Internal Medicine, Division of Endocrinology, Radboud University Medical Centre, Nijmegen, the Netherlands.9Department of Surgical Oncology, Radboud University Medical Centre, Nijmegen, the Netherlands.10Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Location Academic Medical Center, Amsterdam, the Netherlands.11Department of Endocrinology and Metabolism, Amsterdam University Medical Centers, Location Academic Medical Center, Amsterdam, the Netherlands.12Department of Internal Medicine, Division of Endocrinology, Amsterdam University Medical Centers, Location VU Medical Center, Amsterdam, the Netherlands.13Department of Radiology and Nuclear Medicine, Amsterdam University Medical Centers, Location VU Medical Center, Amsterdam, the Netherlands.14Department of Nuclear Medicine, Erasmus University Medical Centre, Rotterdam, the Netherlands.15Department of Internal Medicine, Erasmus University Medical Centre, Rotterdam, the Netherlands.16Department of Internal Medicine, Haga Hospital, The Hague, the Netherlands.17Department of Nuclear Medicine, Isala Hospital, Zwolle, the Netherlands.18Department of Internal Medicine, Isala Hospital, Zwolle, the Netherlands.19Department of Biomedical Data Sciences-Medical Decision Making, Leiden University Medical Center, Leiden, the Netherlands.20Department of Internal Medicine, Division of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands.21Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands.22Department of Internal Medicine, Meander Medical Centre, Amersfoort, the Netherlands.23Department of Nuclear Medicine, Meander Medical Centre, Amersfoort, the Netherlands.24Department of Internal Medicine, Division of Endocrinology, Maastricht University Medical Centre, Maastricht, the Netherlands.25Department of Radiology and Nuclear Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands.26Department of Internal Medicine, OLVG Hospital, Amsterdam, the Netherlands.27Department of Nuclear Medicine, OLVG Hospital, Amsterdam, the Netherlands.28Department of Nuclear Medicine, Reinier de Graaf Hospital, Delft, the Netherlands.29Department of Internal Medicine, Reinier de Graaf Hospital, Delft, the Netherlands.30Department of Internal Medicine, Rijnstate Hospital, Arnhem, the Netherlands.31Department of Nuclear Medicine, St. Antonius Hospital, Nieuwegein, the Netherlands.32Department of Internal Medicine, St. Antonius Hospital, Nieuwegein, the Netherlands.33Department of Nuclear Medicine and Molecular Imaging, University Medical Centre Groningen, Groningen, the Netherlands.34Division of Endocrinology, Department of Internal Medicine, University Medical Centre Groningen, Groningen, the Netherlands.35Department of Radiology and Nuclear Medicine, University Medical Centre Utrecht, Utrecht, the Netherlands.36Department of Endocrine Oncology, University Medical Centre Utrecht, Utrecht, the Netherlands.37Department for Health Evidence, Radboud University Medical Centre, Nijmegen, the Netherlands.38Department of Medical Imaging, Radiology, Radboud University Medical Centre, Nijmegen, the Netherlands.
Funding Information:
The EfFECTS trial, including the current study, was supported by a project grant from the Dutch Cancer Society (grant number KUN 2014–6514).
Publisher Copyright:
© 2022, The Author(s).
PY - 2023/6
Y1 - 2023/6
N2 - Purpose: The current study explored the association between 2-[18F]fluoro-2-deoxy-D-glucose ([18F]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 [18F]FDG-PET/CT and thyroid surgery were performed for Bethesda III and IV nodules. Three equally sized groups of [18F]FDG-positive malignant, [18F]FDG-positive benign, and [18F]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 (SUVmax, SUVpeak) and SUVmax ratio (SUVmax of nodule/background SUVmax of contralateral, normal thyroid) of the [18F]FDG-PET/CT using the Spearman’s rank correlation coefficient 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 SUVmax, SUVpeak, and SUVmax ratio. The expression of GLUT1 (p = 0.009), HK2 (p = 0.02), MCT4 (p = 0.01), and VEGF (p = 0.007) was statistically significantly different between [18F]FDG-positive benign nodules, [18F]FDG-positive thyroid carcinomas, and [18F]FDG-negative benign nodules. In both [18F]FDG-positive benign nodules and [18F]FDG-positive thyroid carcinomas, the expression of GLUT1, HK2, and MCT4 was increased as compared to [18F]FDG-negative benign nodules. VEGF expression was higher in [18F]FDG-positive thyroid carcinomas as compared to [18F]FDG-negative and [18F]FDG-positive benign nodules. Conclusions: Our results suggest that [18F]FDG-positive benign thyroid nodules undergo changes in protein expression similar 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.
AB - Purpose: The current study explored the association between 2-[18F]fluoro-2-deoxy-D-glucose ([18F]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 [18F]FDG-PET/CT and thyroid surgery were performed for Bethesda III and IV nodules. Three equally sized groups of [18F]FDG-positive malignant, [18F]FDG-positive benign, and [18F]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 (SUVmax, SUVpeak) and SUVmax ratio (SUVmax of nodule/background SUVmax of contralateral, normal thyroid) of the [18F]FDG-PET/CT using the Spearman’s rank correlation coefficient 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 SUVmax, SUVpeak, and SUVmax ratio. The expression of GLUT1 (p = 0.009), HK2 (p = 0.02), MCT4 (p = 0.01), and VEGF (p = 0.007) was statistically significantly different between [18F]FDG-positive benign nodules, [18F]FDG-positive thyroid carcinomas, and [18F]FDG-negative benign nodules. In both [18F]FDG-positive benign nodules and [18F]FDG-positive thyroid carcinomas, the expression of GLUT1, HK2, and MCT4 was increased as compared to [18F]FDG-negative benign nodules. VEGF expression was higher in [18F]FDG-positive thyroid carcinomas as compared to [18F]FDG-negative and [18F]FDG-positive benign nodules. Conclusions: Our results suggest that [18F]FDG-positive benign thyroid nodules undergo changes in protein expression similar 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.
KW - Glucose Metabolism
KW - Glycolysis
KW - Immunohistochemistry
KW - Thyroid Nodule
KW - [F]FDG-PET/CT
KW - [F-18]FDG-PET/CT
UR - http://www.scopus.com/inward/record.url?scp=85140049296&partnerID=8YFLogxK
U2 - 10.1007/s11307-022-01776-4
DO - 10.1007/s11307-022-01776-4
M3 - Article
C2 - 36253663
AN - SCOPUS:85140049296
SN - 1536-1632
VL - 25
SP - 483
EP - 494
JO - Molecular Imaging and Biology
JF - Molecular Imaging and Biology
IS - 3
ER -