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Li K, Gilberti AL, Marden JA, Akula HK, Pollard AC, Guo S, Hu B, Tonge PJ, Qu W. Synthesis and Biological Evaluation of Fluorine-18 and Deuterium Labeled l-Fluoroalanines as Positron Emission Tomography Imaging Agents for Cancer Detection. J Med Chem 2024; 67:10293-10305. [PMID: 38838188 PMCID: PMC11258582 DOI: 10.1021/acs.jmedchem.4c00774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2024]
Abstract
To fully explore the potential of 18F-labeled l-fluoroalanine for imaging cancer and other chronic diseases, a simple and mild radiosynthesis method has been established to produce optically pure l-3-[18F]fluoroalanine (l-[18F]FAla), using a serine-derivatized, five-membered-ring sulfamidate as the radiofluorination precursor. A deuterated analogue, l-3-[18F]fluoroalanine-d3 (l-[18F]FAla-d3), was also prepared to improve metabolic stability. Both l-[18F]FAla and l-[18F]FAla-d3 were rapidly taken up by 9L/lacZ, MIA PaCa-2, and U87MG cells and were shown to be substrates for the alanine-serine-cysteine (ASC) amino acid transporter. The ability of l-[18F]FAla, l-[18F]FAla-d3, and the d-enantiomer, d-[18F]FAla-d3, to image tumors was evaluated in U87MG tumor-bearing mice. Despite the significant bone uptake was observed for both l-[18F]FAla and l-[18F]FAla-d3, the latter had enhanced tumor uptake compared to l-[18F]FAla, and d-[18F]FAla-d3 was not specifically taken up by the tumors. The enhanced tumor uptake of l-[18F]FAla-d3 compared with its nondeuterated counterpart, l-[18F]FAla, warranted the further biological investigation of this radiotracer as a potential cancer imaging agent.
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Affiliation(s)
- Kaixuan Li
- Center for Advanced Study of Drug Action, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
- Department of Chemistry, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
| | - Alexa L. Gilberti
- Center for Advanced Study of Drug Action, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
- Department of Chemistry, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
| | - Jocelyn A. Marden
- Department of Psychiatry and Behavioral Health, Stony Brook Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
| | - Hari K. Akula
- Department of Psychiatry and Behavioral Health, Stony Brook Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
- PET Research Core, Stony Brook Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
| | - Alyssa C. Pollard
- Center for Advanced Study of Drug Action, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
- Department of Chemistry, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
| | - Shuwen Guo
- Center for Advanced Study of Drug Action, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
- Department of Chemistry, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
| | - Bao Hu
- Department of Psychiatry and Behavioral Health, Stony Brook Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
- PET Research Core, Stony Brook Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
| | - Peter J. Tonge
- Center for Advanced Study of Drug Action, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
- Department of Chemistry, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
- Department of Radiology, Stony Brook Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
- Stony Brook Cancer Center, Stony Brook Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
| | - Wenchao Qu
- Department of Chemistry, John S. Toll Drive, Stony Brook University, Stony Brook, NY 11794-3400, United States
- Department of Psychiatry and Behavioral Health, Stony Brook Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
- PET Research Core, Stony Brook Renaissance School of Medicine, Stony Brook University, Stony Brook, NY 11794, United States
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Lamba M, Singh PR, Bandyopadhyay A, Goswami A. Synthetic 18F labeled biomolecules that are selective and promising for PET imaging: major advances and applications. RSC Med Chem 2024; 15:1899-1920. [PMID: 38911154 PMCID: PMC11187557 DOI: 10.1039/d4md00033a] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 04/14/2024] [Indexed: 06/25/2024] Open
Abstract
The concept of positron emission tomography (PET) based imaging was developed more than 40 years ago. It has been a widely adopted technique for detecting and staging numerous diseases in clinical settings, particularly cancer, neuro- and cardio-diseases. Here, we reviewed the evolution of PET and its advantages over other imaging modalities in clinical settings. Primarily, this review discusses recent advances in the synthesis of 18F radiolabeled biomolecules in light of the widely accepted performance for effective PET. The discussion particularly emphasizes the 18F-labeling chemistry of carbohydrates, lipids, amino acids, oligonucleotides, peptides, and protein molecules, which have shown promise for PET imaging in recent decades. In addition, we have deliberated on how 18F-labeled biomolecules enable the detection of metabolic changes at the cellular level and the selective imaging of gross anatomical localization via PET imaging. In the end, the review discusses the future perspective of PET imaging to control disease in clinical settings. We firmly believe that collaborative multidisciplinary research will further widen the comprehensive applications of PET approaches in the clinical management of cancer and other pathological outcomes.
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Affiliation(s)
- Manisha Lamba
- Department of Chemistry, Indian Institute of Technology Birla Farms Ropar Punjab-140001 India
| | - Prasoon Raj Singh
- Department of Chemistry, Indian Institute of Technology Birla Farms Ropar Punjab-140001 India
| | - Anupam Bandyopadhyay
- Department of Chemistry, Indian Institute of Technology Birla Farms Ropar Punjab-140001 India
| | - Avijit Goswami
- Department of Chemistry, Indian Institute of Technology Birla Farms Ropar Punjab-140001 India
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3
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Husby T, Johannessen K, Berntsen EM, Johansen H, Giskeødegård GF, Karlberg A, Fagerli UM, Eikenes L. 18F-FACBC and 18F-FDG PET/MRI in the evaluation of 3 patients with primary central nervous system lymphoma: a pilot study. EJNMMI REPORTS 2024; 8:2. [PMID: 38748286 PMCID: PMC10962628 DOI: 10.1186/s41824-024-00189-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 12/06/2023] [Indexed: 05/19/2024]
Abstract
BACKGROUND This PET/MRI study compared contrast-enhanced MRI, 18F-FACBC-, and 18F-FDG-PET in the detection of primary central nervous system lymphomas (PCNSL) in patients before and after high-dose methotrexate chemotherapy. Three immunocompetent PCNSL patients with diffuse large B-cell lymphoma received dynamic 18F-FACBC- and 18F-FDG-PET/MRI at baseline and response assessment. Lesion detection was defined by clinical evaluation of contrast enhanced T1 MRI (ce-MRI) and visual PET tracer uptake. SUVs and tumor-to-background ratios (TBRs) (for 18F-FACBC and 18F-FDG) and time-activity curves (for 18F-FACBC) were assessed. RESULTS At baseline, seven ce-MRI detected lesions were also detected with 18F-FACBC with high SUVs and TBRs (SUVmax:mean, 4.73, TBRmax: mean, 9.32, SUVpeak: mean, 3.21, TBRpeak:mean: 6.30). High TBR values of 18F-FACBC detected lesions were attributed to low SUVbackground. Baseline 18F-FDG detected six lesions with high SUVs (SUVmax: mean, 13.88). In response scans, two lesions were detected with ce-MRI, while only one was detected with 18F-FACBC. The lesion not detected with 18F-FACBC was a small atypical MRI detected lesion, which may indicate no residual disease, as this patient was still in complete remission 12 months after initial diagnosis. No lesions were detected with 18F-FDG in the response scans. CONCLUSIONS 18F-FACBC provided high tumor contrast, outperforming 18F-FDG in lesion detection at both baseline and in response assessment. 18F-FACBC may be a useful supplement to ce-MRI in PCNSL detection and response assessment, but further studies are required to validate these findings. Trial registration ClinicalTrials.gov. Registered 15th of June 2017 (Identifier: NCT03188354, https://clinicaltrials.gov/study/NCT03188354 ).
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Affiliation(s)
- Trine Husby
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Postboks 8905, Trondheim, Norway
- Department of Oncology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Knut Johannessen
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Postboks 8905, Trondheim, Norway
| | - Erik Magnus Berntsen
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Postboks 8905, Trondheim, Norway
- Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Håkon Johansen
- Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Guro Fanneløb Giskeødegård
- Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Anna Karlberg
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Postboks 8905, Trondheim, Norway
- Department of Radiology and Nuclear Medicine, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Unn-Merete Fagerli
- Department of Oncology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Live Eikenes
- Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Postboks 8905, Trondheim, Norway.
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Cai J, Yi L, Xia Z, Huang X, Yang M, Zhao Z, Gao C, Yang H, Zhang J, Peng Z, Qiu D. Design, Synthesis, and Evaluation of 18F-Labeling CYP1B1 PET Tracer Based on 2-Phenylquinazolin. Bioorg Med Chem Lett 2023; 96:129533. [PMID: 37865282 DOI: 10.1016/j.bmcl.2023.129533] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/27/2023] [Accepted: 10/18/2023] [Indexed: 10/23/2023]
Abstract
Cytochrome P450 (CYP)1B1 has been identified to be specifically overexpressed in several solid tumors, thus it's a potential target for the detection of tumors. Based on the 2-Phenylquinazolin CYP1B1 inhibitors, we designed and synthesized several positron emission computed tomography (PET) imaging probes targeting CYP1B1. Through IC50 determinations, most of these probes exhibited good affinity and selectivity to CYP1B1. Considering their affinity, solubility, and their 18F labeling methods, we chose compound 5c as the best candidate. The 18F radiolabeling of [18F] 5c was easy to handle with good radiolabeling yield and radiochemical purity. In vitro and in vivo stability study indicated that probe [18F]5c has good stability. In cell binding assay, [18F]5c could be specifically taken up by tumor cells, especially HCT-116 cells. Although the tumor-blood (T/B) and tumor-muscle (T/M) values and PET imaging results were unsatisfied, it is still possible to develop PET probes targeting CYP1B1 by structural modification on the basis of 5c in the future.
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Affiliation(s)
- Jiajing Cai
- Department of Radiation Medicine, College of Basic Medical Sciences, Chongqing Medical University, Chongqing 400016, China
| | - Lan Yi
- Department of Radiation Medicine, College of Basic Medical Sciences, Chongqing Medical University, Chongqing 400016, China
| | - Zhu Xia
- Department of Nuclear Medicine, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China
| | - Xinyue Huang
- College of Chemistry and Chemical Engineering, Chongqing University of Technology, Chongqing 400054, China
| | - Meixian Yang
- Department of Radiation Medicine, College of Basic Medical Sciences, Chongqing Medical University, Chongqing 400016, China
| | - Zhenghuan Zhao
- Department of Radiation Medicine, College of Basic Medical Sciences, Chongqing Medical University, Chongqing 400016, China
| | - Chenyang Gao
- Chongqing Yucai Secondary School, Chongqing 400050, China
| | - Hengyi Yang
- Chongqing Yucai Secondary School, Chongqing 400050, China
| | - Jiayuan Zhang
- Chongqing Yucai Secondary School, Chongqing 400050, China
| | - Zhiping Peng
- Department of Radiation Medicine, College of Basic Medical Sciences, Chongqing Medical University, Chongqing 400016, China.
| | - Dachuan Qiu
- Department of Radiation Medicine, College of Basic Medical Sciences, Chongqing Medical University, Chongqing 400016, China.
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5
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Miles SA, Nillama JA, Hunter L. Tinker, Tailor, Soldier, Spy: The Diverse Roles That Fluorine Can Play within Amino Acid Side Chains. Molecules 2023; 28:6192. [PMID: 37687021 PMCID: PMC10489206 DOI: 10.3390/molecules28176192] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 08/17/2023] [Accepted: 08/17/2023] [Indexed: 09/10/2023] Open
Abstract
Side chain-fluorinated amino acids are useful tools in medicinal chemistry and protein science. In this review, we outline some general strategies for incorporating fluorine atom(s) into amino acid side chains and for elaborating such building blocks into more complex fluorinated peptides and proteins. We then describe the diverse benefits that fluorine can offer when located within amino acid side chains, including enabling 19F NMR and 18F PET imaging applications, enhancing pharmacokinetic properties, controlling molecular conformation, and optimizing target-binding.
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Affiliation(s)
| | | | - Luke Hunter
- School of Chemistry, The University of New South Wales (UNSW), Sydney 2052, Australia
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6
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Diagnostic Value of 18 F-FACBC PET/MRI in Brain Metastases. Clin Nucl Med 2022; 47:1030-1039. [PMID: 36241129 PMCID: PMC9653108 DOI: 10.1097/rlu.0000000000004435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
PURPOSE The study aims to evaluate whether combined 18 F-FACBC PET/MRI could provide additional diagnostic information compared with MRI alone in brain metastases. PATIENTS AND METHODS Eighteen patients with newly diagnosed or suspected recurrence of brain metastases received dynamic 18 F-FACBC PET/MRI. Lesion detection was evaluated on PET and MRI scans in 2 groups depending on prior stereotactic radiosurgery (SRS group) or not (no-SRS group). SUVs, time-activity curves, and volumetric analyses of the lesions were performed. RESULTS In the no-SRS group, 29/29 brain lesions were defined as "MRI positive." With PET, 19/29 lesions were detected and had high tumor-to-background ratios (TBRs) (D max MR , ≥7 mm; SUV max , 1.2-8.4; TBR, 3.9-25.9), whereas 10/29 lesions were undetected (D max MR , ≤8 mm; SUV max , 0.3-1.2; TBR, 1.0-2.7). In the SRS group, 4/6 lesions were defined as "MRI positive," whereas 2/6 lesions were defined as "MRI negative" indicative of radiation necrosis. All 6 lesions were detected with PET (D max MR , ≥15 mm; SUV max , 1.4-4.2; TBR, 3.6-12.6). PET volumes correlated and were comparable in size with contrast-enhanced MRI volumes but were only partially congruent (mean DSC, 0.66). All time-activity curves had an early peak, followed by a plateau or a decreasing slope. CONCLUSIONS 18 F-FACBC PET demonstrated uptake in brain metastases from cancer of different origins (lung, gastrointestinal tract, breast, thyroid, and malignant melanoma). However, 18 F-FACBC PET/MRI did not improve detection of brain metastases compared with MRI but might detect tumor tissue beyond contrast enhancement on MRI. 18 F-FACBC PET should be further evaluated in recurrent brain metastases.
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7
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Lindsley C, Müller CE, Bongarzone S. Diagnostic and Therapeutic Radiopharmaceuticals. ACS Pharmacol Transl Sci 2022; 5:835-837. [PMID: 36268118 PMCID: PMC9578137 DOI: 10.1021/acsptsci.2c00173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Indexed: 11/28/2022]
Affiliation(s)
- Craig
W. Lindsley
- Department
of Pharmacology, Department of Chemistry, and Vanderbilt Institute
of Chemical Biology, School of Medicine, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Christa E. Müller
- PharmaCenter
Bonn, Pharmaceutical Institute, Pharmaceutical & Medicinal Chemistry, Rheinische Friedrich-Wilhelms-Universität Bonn, D-53121 Bonn, Germany
| | - Salvatore Bongarzone
- Technical
Research and Development, Advanced Accelerator
Applications, a Novartis Company, via Ribes 5, Colleretto
Giacosa 10010, Italy
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8
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Lindsley CW, Müller CE, Bongarzone S. Diagnostic and Therapeutic Radiopharmaceuticals. J Med Chem 2022; 65:12497-12499. [DOI: 10.1021/acs.jmedchem.2c01403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Craig W. Lindsley
- Department of Pharmacology, Department of Chemistry, and Vanderbilt Institute of Chemical Biology, School of Medicine, Vanderbilt University, Nashville, Tennessee 37232, United States
| | - Christa E. Müller
- PharmaCenter Bonn, Pharmaceutical Institute, Pharmaceutical & Medicinal Chemistry, Rheinische Friedrich-Wilhelms-Universität Bonn, D-53121 Bonn, Germany
| | - Salvatore Bongarzone
- Technical Research and Development, Advanced Accelerator Applications, a Novartis Company, via Ribes 5, Colleretto Giacosa 10010, Italy
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9
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Fu C, Xiong Q, Xiao L, He L, Bai T, Zhang Z, Dong X, Wang C. Stereodivergent Synthesis of Carbocyclic Quaternary
α‐Amino
Acid Derivatives Containing Two Contiguous Stereocenters. CHINESE J CHEM 2022. [DOI: 10.1002/cjoc.202100824] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Cong Fu
- Engineering Research Center of Organosilicon Compounds & Materials, Ministry of Education, College of Chemistry and Molecular Sciences Wuhan University Wuhan 430072 China
| | - Qi Xiong
- Engineering Research Center of Organosilicon Compounds & Materials, Ministry of Education, College of Chemistry and Molecular Sciences Wuhan University Wuhan 430072 China
| | - Lu Xiao
- Engineering Research Center of Organosilicon Compounds & Materials, Ministry of Education, College of Chemistry and Molecular Sciences Wuhan University Wuhan 430072 China
- State Key Laboratory of Organometallic Chemistry Shanghai Institute of Organic Chemistry Shanghai 230021 China
| | - Ling He
- Engineering Research Center of Organosilicon Compounds & Materials, Ministry of Education, College of Chemistry and Molecular Sciences Wuhan University Wuhan 430072 China
| | - Tian Bai
- Engineering Research Center of Organosilicon Compounds & Materials, Ministry of Education, College of Chemistry and Molecular Sciences Wuhan University Wuhan 430072 China
| | - Zongpeng Zhang
- Engineering Research Center of Organosilicon Compounds & Materials, Ministry of Education, College of Chemistry and Molecular Sciences Wuhan University Wuhan 430072 China
| | - Xiu‐Qin Dong
- Engineering Research Center of Organosilicon Compounds & Materials, Ministry of Education, College of Chemistry and Molecular Sciences Wuhan University Wuhan 430072 China
- Suzhou Institute of Wuhan University Suzhou Jiangsu 215123 P. R. China
| | - Chun‐Jiang Wang
- Engineering Research Center of Organosilicon Compounds & Materials, Ministry of Education, College of Chemistry and Molecular Sciences Wuhan University Wuhan 430072 China
- State Key Laboratory of Organometallic Chemistry Shanghai Institute of Organic Chemistry Shanghai 230021 China
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10
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Pickel TC, Pashikanti G, Voll RJ, Yu W, Zhang Z, Nye JA, Bacsa J, Olson JJ, Liebeskind LS, Goodman MM. Synthesis, Radiolabeling, and Biological Evaluation of the trans-Stereoisomers of 1-Amino-3-(fluoro- 18F)-4-fluorocyclopentane-1-carboxylic Acid as PET Imaging Agents. ACS Pharmacol Transl Sci 2021; 4:1195-1203. [PMID: 34151209 DOI: 10.1021/acsptsci.1c00062] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Indexed: 11/29/2022]
Abstract
The enantiomeric non-natural cyclic amino acids (3R,4R)-1-amino-3-fluoro-4-(fluoro-18F)cyclopentane-1-carboxylic acid and (3S,4S)-1-amino-3-fluoro-4-(fluoro-18F)cyclopentane-1-carboxylic acid ([ 18 F]5) have been prepared as a racemic mixture in 1.3% decay corrected radiochemical yield and in greater than 99% radiochemical purity. [ 18 F]5 is transported primarily via system L with some transport occurring via system ASC, as assessed in rat 9L gliosarcoma, human U87 ΔEGFR glioblastoma, and human DU145 androgen-independent prostate carcinoma tumor cells. In rats bearing intracranial 9L gliosarcoma, [ 18 F]5 gave tumor to contralateral brain tissue ratios of up to 2.8. Biodistribution studies in healthy rats demonstrated that bladder accumulation is delayed until 10 min postinjection.
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Affiliation(s)
- Thomas C Pickel
- Department of Chemistry, Emory University, 1515 Dickey Drive, Atlanta, Georgia 30322, United States.,Medicinal Chemistry, Biotherapeutic and Medicinal Science, Biogen, 225 Binney Street, Cambridge, Massachusetts 02142, United States
| | - Gouthami Pashikanti
- Department of Chemistry, Emory University, 1515 Dickey Drive, Atlanta, Georgia 30322, United States
| | - Ronald J Voll
- Department of Radiology and Imaging Sciences, Department of Neurosurgery, School of Medicine, Emory University, 1364 Clifton Road NE, Atlanta, Georgia 30322, United States.,Center for Systems Imaging, Emory University, 1841 Clifton Road NE, Atlanta, Georgia 30322, United States
| | - Weiping Yu
- Department of Radiology and Imaging Sciences, Department of Neurosurgery, School of Medicine, Emory University, 1364 Clifton Road NE, Atlanta, Georgia 30322, United States.,Center for Systems Imaging, Emory University, 1841 Clifton Road NE, Atlanta, Georgia 30322, United States
| | - Zhaobin Zhang
- Department of Radiology and Imaging Sciences, Department of Neurosurgery, School of Medicine, Emory University, 1364 Clifton Road NE, Atlanta, Georgia 30322, United States
| | - Jonathon A Nye
- Department of Radiology and Imaging Sciences, Department of Neurosurgery, School of Medicine, Emory University, 1364 Clifton Road NE, Atlanta, Georgia 30322, United States.,Center for Systems Imaging, Emory University, 1841 Clifton Road NE, Atlanta, Georgia 30322, United States
| | - John Bacsa
- Medicinal Chemistry, Biotherapeutic and Medicinal Science, Biogen, 225 Binney Street, Cambridge, Massachusetts 02142, United States.,Department of Radiology and Imaging Sciences, Department of Neurosurgery, School of Medicine, Emory University, 1364 Clifton Road NE, Atlanta, Georgia 30322, United States.,Department of Chemistry, Emory University, 1515 Dickey Drive, Atlanta, Georgia 30322, United States.,Center for Systems Imaging, Emory University, 1841 Clifton Road NE, Atlanta, Georgia 30322, United States
| | - Jeffrey J Olson
- Department of Radiology and Imaging Sciences, Department of Neurosurgery, School of Medicine, Emory University, 1364 Clifton Road NE, Atlanta, Georgia 30322, United States
| | - Lanny S Liebeskind
- Department of Chemistry, Emory University, 1515 Dickey Drive, Atlanta, Georgia 30322, United States
| | - Mark M Goodman
- Department of Radiology and Imaging Sciences, Department of Neurosurgery, School of Medicine, Emory University, 1364 Clifton Road NE, Atlanta, Georgia 30322, United States.,Center for Systems Imaging, Emory University, 1841 Clifton Road NE, Atlanta, Georgia 30322, United States
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