Quantification of receptor-ligand binding with [18F]fluciclatide in metastatic breast cancer patients

PurposeThe purpose of the study was to estimate the receptor-ligand binding of an arginine-glycine-aspartic acid (RGD) peptide in somatic tumours. To this aim, we employed dynamic positron emission tomography (PET) data obtained from breast cancer patients with metastases, studied with the αvβ3/5 integrin receptor radioligand [18F]fluciclatide.MethodsFirst, compartmental modelling and spectral analysis with arterial input function were performed at the region of interest (ROI) level in healthy lung and liver, and in lung and liver metastases; compartmental modelling was also carried out at the pixel level. The selection of the most appropriate indexes for tumour/healthy tissue differentiation and for estimation of specific binding was then assessed.ResultsThe two-tissue reversible model emerged as the best according to the Akaike Information Criterion. Spectral analysis confirmed the reversibility of tracer kinetics. Values of kinetic parameters, estimated as mean from parametric maps, correlated well with those computed from ROI analysis. The volume of distribution VT was on average higher in lung metastases than in the healthy lung, but lower in liver metastases than in the healthy liver. In agreement with the expected higher αvβ3/5 expression in pathology, k3 and k3/k4 were both remarkably higher in metastases, which makes them more suitable than VT for tumour/healthy tissue differentiation. The ratio k3/k4, in particular, appeared a reasonable measure of specific binding.ConclusionBesides establishing the best quantitative approaches for the analysis of [18F]fluciclatide data, this study indicated that the k3/k4 ratio is a reasonable measure of specific binding, suggesting that this index can be used to estimate αvβ3/5 receptor expression in oncology, although further studies are necessary to validate this hypothesis.

[1]  D. DuBois,et al.  A formula to estimate the approximate surface area if height and weight be known , 1989 .

[2]  D. D. Bois,et al.  CLINICAL CALORIMETRY: TENTH PAPER A FORMULA TO ESTIMATE THE APPROXIMATE SURFACE AREA IF HEIGHT AND WEIGHT BE KNOWN , 1916 .

[3]  H. Akaike A new look at the statistical model identification , 1974 .

[4]  I. Taylor,et al.  The blood supply of colorectal liver metastases. , 1978, British Journal of Cancer.

[5]  C. Charnsangavej,et al.  Treatment of hepatic neoplasm through extrahepatic collaterals. , 1983, Radiology.

[6]  David J. Schlyer,et al.  Graphical Analysis of Reversible Radioligand Binding from Time—Activity Measurements Applied to [N-11C-Methyl]-(−)-Cocaine PET Studies in Human Subjects , 1990, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[7]  Scott T. Grafton,et al.  Kinetics and Modeling of l-6-[18F]Fluoro-DOPA in Human Positron Emission Tomographic Studies , 1991, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[8]  T. Jones,et al.  Spectral Analysis of Dynamic PET Studies , 1993, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[9]  F. Turkheimer,et al.  The Use of Spectral Analysis to Determine Regional Cerebral Glucose Utilization with Positron Emission Tomography and [18F]Fluorodeoxyglucose: Theory, Implementation, and Optimization Procedures , 1994, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[10]  P. Brooks,et al.  Role of integrins in angiogenesis. , 1996, European journal of cancer.

[11]  E Biganzoli,et al.  Vascular integrin alpha(v)beta3: a new prognostic indicator in breast cancer. , 1998, Clinical cancer research : an official journal of the American Association for Cancer Research.

[12]  C. Cobelli,et al.  Evaluation of compartmental and spectral analysis models of [/sup 18/F]FDG kinetics for heart and brain studies with PET , 1998, IEEE Transactions on Biomedical Engineering.

[13]  P. Black,et al.  αvβ3 and αvβ5 Integrin Expression in Glioma Periphery , 2001 .

[14]  L. Bass,et al.  Liver kinetics of glucose analogs measured in pigs by PET: importance of dual-input blood sampling. , 2001, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[15]  P. Black,et al.  Alpha(v)beta3 and alpha(v)beta5 integrin expression in glioma periphery. , 2001, Neurosurgery.

[16]  Robert B. Innis,et al.  Strategies to Improve Neuroreceptor Parameter Estimation by Linear Regression Analysis , 2002, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[17]  F. Turkheimer,et al.  On the Undecidability among Kinetic Models: From Model Selection to Model Averaging , 2003, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[18]  W. S. Haubrich Kupffer of Kupffer cells. , 2004, Gastroenterology.

[19]  Judith P. Johnson Cell Adhesion Molecules in the Development and Progression of Malignant Melanoma , 2004, Cancer and Metastasis Reviews.

[20]  Horst Kessler,et al.  Noninvasive Visualization of the Activated αvβ3 Integrin in Cancer Patients by Positron Emission Tomography and [18F]Galacto-RGD , 2005, PLoS medicine.

[21]  M. Schwaiger,et al.  Positron emission tomography using [18F]Galacto-RGD identifies the level of integrin alpha(v)beta3 expression in man. , 2006, Clinical cancer research : an official journal of the American Association for Cancer Research.

[22]  Horst Kessler,et al.  Positron Emission Tomography Using [18F]Galacto-RGD Identifies the Level of Integrin αvβ3 Expression in Man , 2006, Clinical Cancer Research.

[23]  R. Kerbel Antiangiogenic Therapy: A Universal Chemosensitization Strategy for Cancer? , 2006, Science.

[24]  R. P. Maguire,et al.  Consensus Nomenclature for in vivo Imaging of Reversibly Binding Radioligands , 2007, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[25]  Markus Schwaiger,et al.  [18F]Galacto-RGD Positron Emission Tomography for Imaging of αvβ3 Expression on the Neovasculature in Patients with Squamous Cell Carcinoma of the Head and Neck , 2007, Clinical Cancer Research.

[26]  David A. Mankoff,et al.  Quantitative Imaging of Estrogen Receptor Expression in Breast Cancer with PET and 18F-Fluoroestradiol , 2008, Journal of Nuclear Medicine.

[27]  Matthias Glaser,et al.  Phase I Trial of the Positron-Emitting Arg-Gly-Asp (RGD) Peptide Radioligand 18F-AH111585 in Breast Cancer Patients , 2008, Journal of Nuclear Medicine.

[28]  A. Hui,et al.  The Biodistribution and Radiation Dosimetry of the Arg-Gly-Asp Peptide 18F-AH111585 in Healthy Volunteers , 2008, Journal of Nuclear Medicine.

[29]  A. Cuthbertson,et al.  Radiosynthesis and biodistribution of cyclic RGD peptides conjugated with novel [18F]fluorinated aldehyde-containing prosthetic groups. , 2008, Bioconjugate chemistry.

[30]  Alessandra Bertoldo,et al.  Voxel-Based Estimation of Kinetic Model Parameters of the l-[1-11C]Leucine PET Method for Determination of Regional Rates of Cerebral Protein Synthesis: Validation and Comparison with Region-of-Interest-Based Methods , 2009, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[31]  G. Lucignani,et al.  Imaging of neuroendocrine tumours with gamma-emitting radiopharmaceuticals. , 2010, The quarterly journal of nuclear medicine and molecular imaging : official publication of the Italian Association of Nuclear Medicine (AIMN) [and] the International Association of Radiopharmacology (IAR), [and] Section of the Society of....

[32]  C. Nanni,et al.  Evaluation of Modified PEG-Anilinoquinazoline Derivatives as Potential Agents for EGFR Imaging in Cancer by Small Animal PET , 2010, Molecular Imaging and Biology.

[33]  F. Turkheimer,et al.  Kinetic filtering of [18F]Fluorothymidine in positron emission tomography studies , 2010, Physics in medicine and biology.

[34]  L. Allen,et al.  Monitoring Tumor Response to Antiangiogenic Sunitinib Therapy with 18F-Fluciclatide, an 18F-Labeled αVβ3-Integrin and αVβ5-Integrin Imaging Agent , 2011, The Journal of Nuclear Medicine.

[35]  H. Hollema,et al.  VEGF-PET imaging is a noninvasive biomarker showing differential changes in the tumor during sunitinib treatment. , 2011, Cancer research.

[36]  Ramasamy Paulmurugan,et al.  Imaging cellular receptors in breast cancers: an overview. , 2011, Current pharmaceutical biotechnology.