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Smith NJ, Green MA, Bahler CD, Tann M, Territo W, Smith AM, Hutchins GD. Comparison of tracer kinetic models for 68Ga-PSMA-11 PET in intermediate-risk primary prostate cancer patients. EJNMMI Res 2024; 14:6. [PMID: 38198060 PMCID: PMC10781928 DOI: 10.1186/s13550-023-01066-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 12/21/2023] [Indexed: 01/11/2024] Open
Abstract
BACKGROUND 68Ga-PSMA-11 positron emission tomography enables the detection of primary, recurrent, and metastatic prostate cancer. Regional radiopharmaceutical uptake is generally evaluated in static images and quantified as standard uptake values (SUVs) for clinical decision-making. However, analysis of dynamic images characterizing both tracer uptake and pharmacokinetics may offer added insights into the underlying tissue pathophysiology. This study was undertaken to evaluate the suitability of various kinetic models for 68Ga-PSMA-11 PET analysis. Twenty-three lesions in 18 patients were included in a retrospective kinetic evaluation of 55-min dynamic 68Ga-PSMA-11 pre-prostatectomy PET scans from patients with biopsy-demonstrated intermediate- to high-risk prostate cancer. Three kinetic models-a reversible one-tissue compartment model, an irreversible two-tissue compartment model, and a reversible two-tissue compartment model, were evaluated for their goodness of fit to lesion and normal reference prostate time-activity curves. Kinetic parameters obtained through graphical analysis and tracer kinetic modeling techniques were compared for reference prostate tissue and lesion regions of interest. RESULTS Supported by goodness of fit and information loss criteria, the irreversible two-tissue compartment model optimally fit the time-activity curves. Lesions exhibited significant differences in kinetic rate constants (K1, k2, k3, Ki) and semiquantitative measures (SUV and %ID/kg) when compared with reference prostatic tissue. The two-tissue irreversible tracer kinetic model was consistently appropriate across prostatic zones. CONCLUSIONS An irreversible tracer kinetic model is appropriate for dynamic analysis of 68Ga-PSMA-11 PET images. Kinetic parameters estimated by Patlak graphical analysis or full compartmental analysis can distinguish tumor from normal prostate tissue.
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Affiliation(s)
- Nathaniel J Smith
- Indiana University School of Medicine, 950 West Walnut Street, Indianapolis, IN, 46202, USA.
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, IN, USA.
| | - Mark A Green
- Indiana University School of Medicine, 950 West Walnut Street, Indianapolis, IN, 46202, USA
| | - Clinton D Bahler
- Indiana University School of Medicine, 950 West Walnut Street, Indianapolis, IN, 46202, USA
| | - Mark Tann
- Indiana University School of Medicine, 950 West Walnut Street, Indianapolis, IN, 46202, USA
| | - Wendy Territo
- Indiana University School of Medicine, 950 West Walnut Street, Indianapolis, IN, 46202, USA
| | - Anne M Smith
- Siemens Medical Solutions USA, Inc., Knoxville, TN, USA
| | - Gary D Hutchins
- Indiana University School of Medicine, 950 West Walnut Street, Indianapolis, IN, 46202, USA
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Smith NJ, Green MA, Bahler CD, Tann M, Territo W, Smith AM, Hutchins GD. Comparison of Tracer Kinetic Models for 68Ga-PSMA-11 PET in Intermediate Risk Primary Prostate Cancer Patients. Res Sq 2023:rs.3.rs-3420161. [PMID: 37961116 PMCID: PMC10635384 DOI: 10.21203/rs.3.rs-3420161/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
BACKGROUND 68Ga-PSMA-11 positron emission tomography enables the detection of primary, recurrent, and metastatic prostate cancer. Regional radiopharmaceutical uptake is generally evaluated in static images and quantified as standard uptake values (SUV) for clinical decision-making. However, analysis of dynamic images characterizing both tracer uptake and pharmacokinetics may offer added insights into the underlying tissue pathophysiology. This study was undertaken to evaluate the suitability of various kinetic models for 68Ga-PSMA-11 PET analysis. Twenty-three lesions in 18 patients were included in a retrospective kinetic evaluation of 55-minute dynamic 68Ga-PSMA-11 pre-prostatectomy PET scans from patients with biopsy-demonstrated intermediate to high-risk prostate cancer. A reversible one-tissue compartment model, irreversible two-tissue compartment model, and a reversible two-tissue compartment model were evaluated for their goodness-of-fit to lesion and normal reference prostate time-activity curves. Kinetic parameters obtained through graphical analysis and tracer kinetic modeling techniques were compared for reference prostate tissue and lesion regions of interest. RESULTS Supported by goodness-of-fit and information loss criteria, the irreversible two-tissue compartment model was selected as optimally fitting the time-activity curves. Lesions exhibited significant differences in kinetic rate constants (K1, k2, k3, Ki) and semiquantitative measures (SUV) when compared with reference prostatic tissue. The two-tissue irreversible tracer kinetic model was consistently appropriate across prostatic zones. CONCLUSIONS An irreversible tracer kinetic model is appropriate for dynamic analysis of 68Ga-PSMA-11 PET images. Kinetic parameters estimated by Patlak graphical analysis or full compartmental analysis can distinguish tumor from normal prostate tissue.
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Affiliation(s)
| | | | | | - Mark Tann
- Indiana University School of Medicine
| | | | - Anne M Smith
- Siemens Medical Solutions USA Inc: Siemens Healthcare USA
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Smith NJ, Deaton TK, Territo W, Graner B, Gauger A, Snyder SE, Schulte ML, Green MA, Hutchins GD, Veronesi MC. Hybrid 18F-Fluoroethyltyrosine PET and MRI with Perfusion to Distinguish Disease Progression from Treatment-Related Change in Malignant Brain Tumors: The Quest to Beat the Toughest Cases. J Nucl Med 2023; 64:1087-1092. [PMID: 37116915 PMCID: PMC10315704 DOI: 10.2967/jnumed.122.265149] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 02/16/2023] [Indexed: 04/30/2023] Open
Abstract
Conventional MRI has important limitations when assessing for progression of disease (POD) versus treatment-related changes (TRC) in patients with malignant brain tumors. We describe the observed impact and pitfalls of implementing 18F-fluoroethyltyrosine (18F-FET) perfusion PET/MRI into routine clinical practice. Methods: Through expanded-access investigational new drug use of 18F-FET, hybrid 18F-FET perfusion PET/MRI was performed during clinical management of 80 patients with World Health Organization central nervous system grade 3 or 4 gliomas or brain metastases of 6 tissue origins for which the prior brain MRI results were ambiguous. The diagnostic performance with 18F-FET PET/MRI was dually evaluated within routine clinical service and for retrospective parametric evaluation. Various 18F-FET perfusion PET/MRI parameters were assessed, and patients were monitored for at least 6 mo to confirm the diagnosis using pathology, imaging, and clinical progress. Results: Hybrid 18F-FET perfusion PET/MRI had high overall accuracy (86%), sensitivity (86%), and specificity (87%) for difficult diagnostic cases for which conventional MRI accuracy was poor (66%). 18F-FET tumor-to-brain ratio static metrics were highly reliable for distinguishing POD from TRC (area under the curve, 0.90). Dynamic tumor-to-brain intercept was more accurate (85%) than SUV slope (73%) or time to peak (73%). Concordant PET/MRI findings were 89% accurate. When PET and MRI conflicted, 18F-FET PET was correct in 12 of 15 cases (80%), whereas MRI was correct in 3 of 15 cases (20%). Clinical management changed after 88% (36/41) of POD diagnoses, whereas management was maintained after 87% (34/39) of TRC diagnoses. Conclusion: Hybrid 18F-FET PET/MRI positively impacted the routine clinical care of challenging malignant brain tumor cases at a U.S. institution. The results add to a growing body of literature that 18F-FET PET complements MRI, even rescuing MRI when it fails.
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Affiliation(s)
- Nathaniel J Smith
- School of Medicine, Indiana University, Indianapolis, Indiana
- Weldon School of Biomedical Engineering, Purdue University, West Lafayette, Indiana; and
| | | | - Wendy Territo
- School of Medicine, Indiana University, Indianapolis, Indiana
| | - Brian Graner
- School of Medicine, Indiana University, Indianapolis, Indiana
| | - Andrew Gauger
- School of Medicine, Indiana University, Indianapolis, Indiana
| | - Scott E Snyder
- School of Medicine, Indiana University, Indianapolis, Indiana
| | | | - Mark A Green
- School of Medicine, Indiana University, Indianapolis, Indiana
| | - Gary D Hutchins
- School of Medicine, Indiana University, Indianapolis, Indiana
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Mather KJ, Considine RV, Hamilton L, Patel NA, Mathias C, Territo W, Goodwill AG, Tune JD, Green MA, Hutchins GD. Combination GLP-1 and Insulin Treatment Fails to Alter Myocardial Fuel Selection vs. Insulin Alone in Type 2 Diabetes. J Clin Endocrinol Metab 2018; 103:3456-3465. [PMID: 30020461 PMCID: PMC6126889 DOI: 10.1210/jc.2018-00712] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2018] [Accepted: 07/12/2018] [Indexed: 12/25/2022]
Abstract
CONTEXT It is unclear if effects of glucagon-like peptide-1 (GLP-1) and clinically available GLP-1 agonists on the heart occur at clinical doses in humans, possibly contributing to reduced cardiovascular disease risk. OBJECTIVE To determine whether liraglutide, at clinical dosing, augments myocardial glucose uptake (MGU) alone or combined with insulin compared with insulin alone in metformin-treated type 2 diabetes mellitus (T2D). DESIGN In a randomized clinical trial of patients with T2D treated with metformin plus oral agents or basal insulin, myocardial fuel use was compared after 3 months of treatment with insulin detemir, liraglutide, or combination detemir plus liraglutide added to background metformin. MAIN OUTCOME MEASURES Myocardial blood flow (MBF), fuel selection, and rates of fuel use were evaluated using positron emission tomography, powered to demonstrate large effects. RESULTS MBF was greater in the insulin-treated groups [median (25th, 75th percentile): detemir, 0.64 mL/g/min (0.50, 0.69); liraglutide, 0.52 mL/g/min (0.46, 0.58); detemir plus liraglutide, 0.75 mL/g/min (0.55, 0.77); P = 0.035 comparing three groups, P = 0.01 comparing detemir groups to liraglutide alone]. There were no evident differences among groups in MGU [detemir, 0.040 µmol/g/min (0.013, 0.049); liraglutide, 0.055 µmol/g/min (0.019, 0.105); detemir plus liraglutide, 0.037 µmol/g/min (0.009, 0.046); P = 0.68 comparing three groups]. There were no treatment-group differences in measures of myocardial fatty acid uptake or handling, and no differences in total oxidation rate. CONCLUSION These observations argue against large effects of GLP-1 agonists on myocardial fuel metabolism as mediators of beneficial treatment effects on myocardial function and ischemia protection.
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Affiliation(s)
- Kieren J Mather
- Indiana University School of Medicine, Indianapolis, Indiana
- Correspondence and Reprint Requests: Kieren J. Mather, MD, Indiana University School of Medicine, 1120 West Michigan Street, CL365, Indianapolis, Indiana 46202. E-mail:
| | | | | | - Niral A Patel
- Indiana University School of Medicine, Indianapolis, Indiana
| | - Carla Mathias
- Indiana University School of Medicine, Indianapolis, Indiana
| | - Wendy Territo
- Indiana University School of Medicine, Indianapolis, Indiana
| | - Adam G Goodwill
- Indiana University School of Medicine, Indianapolis, Indiana
| | | | - Mark A Green
- Indiana University School of Medicine, Indianapolis, Indiana
| | - Gary D Hutchins
- Indiana University School of Medicine, Indianapolis, Indiana
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Green MA, Eitel JA, Fletcher JW, Mathias CJ, Tann MA, Gardner T, Koch MO, Territo W, Polson H, Hutchins GD. Estimation of radiation dosimetry for 68Ga-HBED-CC (PSMA-11) in patients with suspected recurrence of prostate cancer. Nucl Med Biol 2016; 46:32-35. [PMID: 28012435 DOI: 10.1016/j.nucmedbio.2016.11.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Revised: 10/19/2016] [Accepted: 11/01/2016] [Indexed: 01/07/2023]
Abstract
INTRODUCTION This study was performed to estimate the human radiation dosimetry for [68Ga]Ga-HBED-CC (PSMA-11) (68Ga PSMA-11). METHODS Under an RDRC-approved research protocol, we evaluated the biodistribution and pharmacokinetics of 68Ga PSMA-11 with serial PET imaging following intravenous administration to nine prostate cancer patients in whom clinical [11C]acetate PET/CT exams had been independently performed under Expanded Access IND 118,204. List-mode imaging was performed over the initial 0-10min post-injection with the pelvis in the field-of-view. Whole-body images were acquired, pelvis-to-head, at 15, 60, and 90-min post-injection. Additional images of the pelvis were acquired at 40-min and 115-min, and voided urine collected from each subject at 48-min and 120-min post-injection. Radiation dosimetry estimates were calculated from these data using the OLINDA software package. RESULTS Renal uptake was high and relatively invariant, ranging from 11% to 14% of the injected dose between 15 and 90-min post-injection. Radioactivity collected in the voided urine accounted for 14% of the injected dose over a period of 120-min. Lymph nodes and skeletal metastases suspicious for prostate cancer recurrence were detected in a greater number of patients using 68Ga PSMA-11 than using 11C-acetate. CONCLUSION Kidneys are the critical organ following 68Ga PSMA-11 administration, receiving an estimated dose of 0.413mGy/MBq. ADVANCES IN KNOWLEDGE AND IMPLICATIONS FOR PATIENT CARE This study confirms that the kidneys will be the critical organ following intravenous administration of 68Ga PSMA-11, and provided data consistent with the expectation that 68Ga PSMA-11 will be superior to [11C]acetate for defining sites of recurrence in prostate cancer patients presenting with biochemical relapse.
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Affiliation(s)
- Mark A Green
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Jacob A Eitel
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - James W Fletcher
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA.
| | - Carla J Mathias
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Mark A Tann
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Thomas Gardner
- Department of Urology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Michael O Koch
- Department of Urology, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Wendy Territo
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Heather Polson
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Gary D Hutchins
- Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN 46202, USA
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Mather KJ, Hutchins GD, Perry K, Territo W, Chisholm R, Acton A, Glick-Wilson B, Considine RV, Moberly S, DeGrado TR. Assessment of myocardial metabolic flexibility and work efficiency in human type 2 diabetes using 16-[18F]fluoro-4-thiapalmitate, a novel PET fatty acid tracer. Am J Physiol Endocrinol Metab 2016; 310:E452-60. [PMID: 26732686 PMCID: PMC4796267 DOI: 10.1152/ajpendo.00437.2015] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Accepted: 12/19/2015] [Indexed: 01/13/2023]
Abstract
Altered myocardial fuel selection likely underlies cardiac disease risk in diabetes, affecting oxygen demand and myocardial metabolic flexibility. We investigated myocardial fuel selection and metabolic flexibility in human type 2 diabetes mellitus (T2DM), using positron emission tomography to measure rates of myocardial fatty acid oxidation {16-[(18)F]fluoro-4-thia-palmitate (FTP)} and myocardial perfusion and total oxidation ([(11)C]acetate). Participants underwent paired studies under fasting conditions, comparing 3-h insulin + glucose euglycemic clamp conditions (120 mU·m(-2)·min(-1)) to 3-h saline infusion. Lean controls (n = 10) were compared with glycemically controlled volunteers with T2DM (n = 8). Insulin augmented heart rate, blood pressure, and stroke index in both groups (all P < 0.01) and significantly increased myocardial oxygen consumption (P = 0.04) and perfusion (P = 0.01) in both groups. Insulin suppressed available nonesterified fatty acids (P < 0.0001), but fatty acid concentrations were higher in T2DM under both conditions (P < 0.001). Insulin-induced suppression of fatty acid oxidation was seen in both groups (P < 0.0001). However, fatty acid oxidation rates were higher under both conditions in T2DM (P = 0.003). Myocardial work efficiency was lower in T2DM (P = 0.006) and decreased in both groups with the insulin-induced increase in work and shift in fuel utilization (P = 0.01). Augmented fatty acid oxidation is present under baseline and insulin-treated conditions in T2DM, with impaired insulin-induced shifts away from fatty acid oxidation. This is accompanied by reduced work efficiency, possibly due to greater oxygen consumption with fatty acid metabolism. These observations suggest that improved fatty acid suppression, or reductions in myocardial fatty acid uptake and retention, could be therapeutic targets to improve myocardial ischemia tolerance in T2DM.
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Affiliation(s)
- K J Mather
- Indiana University School of Medicine, Indianapolis, Indiana; and
| | - G D Hutchins
- Indiana University School of Medicine, Indianapolis, Indiana; and
| | - K Perry
- Indiana University School of Medicine, Indianapolis, Indiana; and
| | - W Territo
- Indiana University School of Medicine, Indianapolis, Indiana; and
| | - R Chisholm
- Indiana University School of Medicine, Indianapolis, Indiana; and
| | - A Acton
- Indiana University School of Medicine, Indianapolis, Indiana; and
| | - B Glick-Wilson
- Indiana University School of Medicine, Indianapolis, Indiana; and
| | - R V Considine
- Indiana University School of Medicine, Indianapolis, Indiana; and
| | - S Moberly
- Indiana University School of Medicine, Indianapolis, Indiana; and
| | - T R DeGrado
- Indiana University School of Medicine, Indianapolis, Indiana; and Mayo Clinic, Rochester, Minnesota
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