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Bauer D, Cornejo MA, Hoang TT, Lewis JS, Zeglis BM. Click Chemistry and Radiochemistry: An Update. Bioconjug Chem 2023; 34:1925-1950. [PMID: 37737084 PMCID: PMC10655046 DOI: 10.1021/acs.bioconjchem.3c00286] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 08/16/2023] [Indexed: 09/23/2023]
Abstract
The term "click chemistry" describes a class of organic transformations that were developed to make chemical synthesis simpler and easier, in essence allowing chemists to combine molecular subunits as if they were puzzle pieces. Over the last 25 years, the click chemistry toolbox has swelled from the canonical copper-catalyzed azide-alkyne cycloaddition to encompass an array of ligations, including bioorthogonal variants, such as the strain-promoted azide-alkyne cycloaddition and the inverse electron-demand Diels-Alder reaction. Without question, the rise of click chemistry has impacted all areas of chemical and biological science. Yet the unique traits of radiopharmaceutical chemistry have made it particularly fertile ground for this technology. In this update, we seek to provide a comprehensive guide to recent developments at the intersection of click chemistry and radiopharmaceutical chemistry and to illuminate several exciting trends in the field, including the use of emergent click transformations in radiosynthesis, the clinical translation of novel probes synthesized using click chemistry, and the advent of click-based in vivo pretargeting.
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Affiliation(s)
- David Bauer
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, New York, New York 10021, United States
| | - Mike A. Cornejo
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, New York, New York 10021, United States
- Department
of Chemistry, Hunter College, City University
of New York, New York, New York 10065, United States
- Ph.D.
Program in Chemistry, Graduate Center of
the City University of New York, New York, New York 10016, United States
| | - Tran T. Hoang
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, New York, New York 10021, United States
- Department
of Pharmacology, Weill Cornell Medical College, New York, New York 10065, United States
| | - Jason S. Lewis
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, New York, New York 10021, United States
- Department
of Radiology, Weill Cornell Medical College, New York 10021, New York United States
| | - Brian M. Zeglis
- Department
of Radiology, Memorial Sloan Kettering Cancer
Center, New York, New York 10021, United States
- Department
of Chemistry, Hunter College, City University
of New York, New York, New York 10065, United States
- Ph.D.
Program in Chemistry, Graduate Center of
the City University of New York, New York, New York 10016, United States
- Department
of Pharmacology, Weill Cornell Medical College, New York, New York 10065, United States
- Department
of Radiology, Weill Cornell Medical College, New York 10021, New York United States
- Ph.D.
Program
in Biochemistry, Graduate Center of the
City University of New York, New
York, New York 10016, United States
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2
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Meher N, Ashley GW, Bidkar AP, Dhrona S, Fong C, Fontaine SD, Beckford Vera DR, Wilson DM, Seo Y, Santi DV, VanBrocklin HF, Flavell RR. Prostate-Specific Membrane Antigen Targeted Deep Tumor Penetration of Polymer Nanocarriers. ACS APPLIED MATERIALS & INTERFACES 2022; 14:50569-50582. [PMID: 36318757 PMCID: PMC9673064 DOI: 10.1021/acsami.2c15095] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 10/24/2022] [Indexed: 05/05/2023]
Abstract
Tumoral uptake of large-size nanoparticles is mediated by the enhanced permeability and retention (EPR) effect, with variable accumulation and heterogenous tumor tissue penetration depending on the tumor phenotype. The performance of nanocarriers via specific targeting has the potential to improve imaging contrast and therapeutic efficacy in vivo with increased deep tissue penetration. To address this hypothesis, we designed and synthesized prostate cancer-targeting starPEG nanocarriers (40 kDa, 15 nm), [89Zr]PEG-(DFB)3(ACUPA)1 and [89Zr]PEG-(DFB)1(ACUPA)3, with one or three prostate-specific membrane antigen (PSMA)-targeting ACUPA ligands. The in vitro PSMA binding affinity and in vivo pharmacokinetics of the targeted nanocarriers were compared with a nontargeted starPEG, [89Zr]PEG-(DFB)4, in PSMA+ PC3-Pip and PSMA- PC3-Flu cells, and xenografts. Increasing the number of ACUPA ligands improved the in vitro binding affinity of PEG-derived polymers to PC3-Pip cells. While both PSMA-targeted nanocarriers significantly improved tissue penetration in PC3-Pip tumors, the multivalent [89Zr]PEG-(DFB)1(ACUPA)3 showed a remarkably higher PC3-Pip/blood ratio and background clearance. In contrast, the nontargeted [89Zr]PEG-(DFB)4 showed low EPR-mediated accumulation with poor tumor tissue penetration. Overall, ACUPA conjugated targeted starPEGs significantly improve tumor retention with deep tumor tissue penetration in low EPR PC3-Pip xenografts. These data suggest that PSMA targeting with multivalent ACUPA ligands may be a generally applicable strategy to increase nanocarrier delivery to prostate cancer. These targeted multivalent nanocarriers with high tumor binding and low healthy tissue retention could be employed in imaging and therapeutic applications.
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Affiliation(s)
- Niranjan Meher
- Department
of Radiology and Biomedical Imaging, University
of California, San Francisco, California 94143, United States
| | - Gary W. Ashley
- ProLynx
Inc., San Francisco, California 94158, United States
| | - Anil P. Bidkar
- Department
of Radiology and Biomedical Imaging, University
of California, San Francisco, California 94143, United States
| | - Suchi Dhrona
- Department
of Radiology and Biomedical Imaging, University
of California, San Francisco, California 94143, United States
| | - Cyril Fong
- Department
of Radiology and Biomedical Imaging, University
of California, San Francisco, California 94143, United States
| | | | - Denis R. Beckford Vera
- Department
of Radiology and Biomedical Imaging, University
of California, San Francisco, California 94143, United States
| | - David M. Wilson
- Department
of Radiology and Biomedical Imaging, University
of California, San Francisco, California 94143, United States
- Helen
Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94143-0981, United States
| | - Youngho Seo
- Department
of Radiology and Biomedical Imaging, University
of California, San Francisco, California 94143, United States
- Helen
Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94143-0981, United States
| | - Daniel V. Santi
- ProLynx
Inc., San Francisco, California 94158, United States
| | - Henry F. VanBrocklin
- Department
of Radiology and Biomedical Imaging, University
of California, San Francisco, California 94143, United States
- Helen
Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94143-0981, United States
| | - Robert R. Flavell
- Department
of Radiology and Biomedical Imaging, University
of California, San Francisco, California 94143, United States
- Helen
Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94143-0981, United States
- Department
of Pharmaceutical Chemistry, University
of California, San Francisco, California 94158-2517, United States
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3
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Li M, Ma X, Molnar CJ, Wang S, Wu Z, Popik VV, Li Z. Modular PET Agent Construction Strategy through Strain-Promoted Double-Click Reagent with Efficient Photoclick Step. Bioconjug Chem 2022; 33:2088-2096. [DOI: 10.1021/acs.bioconjchem.2c00427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Manshu Li
- Department of Radiology, Biomedical Research Imaging Center, and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Xinrui Ma
- Department of Radiology, Biomedical Research Imaging Center, and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Christopher J. Molnar
- Department of Chemistry, University of Georgia, Athens, Georgia 30602, United States
| | - Shuli Wang
- Department of Radiology, Biomedical Research Imaging Center, and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Zhanhong Wu
- Department of Radiology, Biomedical Research Imaging Center, and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Vladimir V. Popik
- Department of Chemistry, University of Georgia, Athens, Georgia 30602, United States
| | - Zibo Li
- Department of Radiology, Biomedical Research Imaging Center, and Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
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4
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Meher N, Seo K, Wang S, Bidkar AP, Fogarty M, Dhrona S, Huang X, Tang R, Blaha C, Evans MJ, Raleigh DR, Jun YW, VanBrocklin HF, Desai TA, Wilson DM, Ozawa T, Flavell RR. Synthesis and Preliminary Biological Assessment of Carborane-Loaded Theranostic Nanoparticles to Target Prostate-Specific Membrane Antigen. ACS APPLIED MATERIALS & INTERFACES 2021; 13:54739-54752. [PMID: 34752058 DOI: 10.1021/acsami.1c16383] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Boron neutron capture therapy (BNCT) is an encouraging therapeutic modality for cancer treatment. Prostate-specific membrane antigen (PSMA) is a cell membrane protein that is abundantly overexpressed in prostate cancer and can be targeted with radioligand therapies to stimulate clinical responses in patients. In principle, a spatially targeted neutron beam together with specifically targeted PSMA ligands could enable prostate cancer-targeted BNCT. Thus, we developed and tested PSMA-targeted poly(lactide-co-glycolide)-block-poly(ethylene glycol) (PLGA-b-PEG) nanoparticles (NPs) loaded with carborane and tethered to the radiometal chelator deferoxamine B (DFB) for simultaneous positron emission tomography (PET) imaging and selective delivery of boron to prostate cancer. Monomeric PLGA-b-PEGs were covalently functionalized with either DFB or the PSMA ligand ACUPA. Different nanoparticle formulations were generated by nanoemulsification of the corresponding unmodified and DFB- or ACUPA-modified monomers in varying percent fractions. The nanoparticles were efficiently labeled with 89Zr and were subjected to in vitro and in vivo evaluation. The optimized DFB(25)ACUPA(75) NPs exhibited strong in vitro binding to PSMA in direct binding and competition radioligand binding assays in PSMA(+) PC3-Pip cells. [89Zr]DFB(25) NPs and [89Zr]DFB(25)ACUPA(75) NPs were injected to mice with bilateral PSMA(-) PC3-Flu and PSMA(+) PC3-Pip dual xenografts. The NPs demonstrated twofold superior accumulation in PC3-Pip tumors to that of PC3-Flu tumors with a tumor/blood ratio of 25; however, no substantial effect of the ACUPA ligands was detected. Moreover, fast release of carborane from the NPs was observed, resulting in a low boron delivery to tumors in vivo. In summary, these data demonstrate the synthesis, characterization, and initial biological assessment of PSMA-targeted, carborane-loaded PLGA-b-PEG nanoparticles and establish the foundation for future efforts to enable their best use in vivo.
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Affiliation(s)
- Niranjan Meher
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California 94143, United States
| | - Kyounghee Seo
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California 94143, United States
| | - Sinan Wang
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California 94143, United States
| | - Anil P Bidkar
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California 94143, United States
| | - Miko Fogarty
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California 94143, United States
| | - Suchi Dhrona
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California 94143, United States
| | - Xiao Huang
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California 94158, United States
| | - Ryan Tang
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California 94143, United States
| | - Charles Blaha
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California 94158, United States
| | - Michael J Evans
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California 94143, United States
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94143-0981, United States
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California 94158-2517, United States
| | - David R Raleigh
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California 94143, United States
- Department of Radiation Oncology, University of California, San Francisco, San Francisco, California 94143, United States
| | - Young-Wook Jun
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94143-0981, United States
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California 94158-2517, United States
- Department of Otolaryngology, University of California, San Francisco, San Francisco, California 94158, United States
| | - Henry F VanBrocklin
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California 94143, United States
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94143-0981, United States
| | - Tejal A Desai
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, California 94158, United States
| | - David M Wilson
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California 94143, United States
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94143-0981, United States
| | - Tomoko Ozawa
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, California 94143, United States
| | - Robert R Flavell
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California 94143, United States
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, California 94143-0981, United States
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, California 94158-2517, United States
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5
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6
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Tabey A, Christine T, Fouquet E, Hermange P. Practical synthesis of
13
C‐labeled conjugates by [
13
C]CO‐carbonylation of supported arylbipyridylpalladium complexes and alkyne–azide cycloadditions. Appl Organomet Chem 2020. [DOI: 10.1002/aoc.5779] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Alexis Tabey
- Univ. Bordeaux, CNRS, Bordeaux INP, ISM, UMR 5255 351 Cours de la Libération, 33405 Talence Cedex France
| | - Thifanie Christine
- Univ. Bordeaux, CNRS, Bordeaux INP, ISM, UMR 5255 351 Cours de la Libération, 33405 Talence Cedex France
| | - Eric Fouquet
- Univ. Bordeaux, CNRS, Bordeaux INP, ISM, UMR 5255 351 Cours de la Libération, 33405 Talence Cedex France
| | - Philippe Hermange
- Univ. Bordeaux, CNRS, Bordeaux INP, ISM, UMR 5255 351 Cours de la Libération, 33405 Talence Cedex France
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7
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Kwon H, Son S, Byun Y. Prostate‐Specific Membrane Antigen (PSMA)‐Targeted Radionuclide Probes for Imaging and Therapy of Prostate Cancer. ASIAN J ORG CHEM 2019. [DOI: 10.1002/ajoc.201900329] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Hongmok Kwon
- College of PharmacyKorea University 2511 Sejong-ro Sejong 30019 South Korea
| | - Sang‐Hyun Son
- College of PharmacyKorea University 2511 Sejong-ro Sejong 30019 South Korea
| | - Youngjoo Byun
- College of PharmacyKorea University 2511 Sejong-ro Sejong 30019 South Korea
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8
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Wang S, Blaha C, Santos R, Huynh T, Hayes TR, Beckford-Vera DR, Blecha JE, Hong AS, Fogarty M, Hope TA, Raleigh DR, Wilson DM, Evans MJ, VanBrocklin HF, Ozawa T, Flavell RR. Synthesis and Initial Biological Evaluation of Boron-Containing Prostate-Specific Membrane Antigen Ligands for Treatment of Prostate Cancer Using Boron Neutron Capture Therapy. Mol Pharm 2019; 16:3831-3841. [PMID: 31381351 DOI: 10.1021/acs.molpharmaceut.9b00464] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Boron neutron capture therapy (BNCT) is a therapeutic modality which has been used for the treatment of cancers, including brain and head and neck tumors. For effective treatment via BNCT, efficient and selective delivery of a high boron dose to cancer cells is needed. Prostate-specific membrane antigen (PSMA) is a target for prostate cancer imaging and drug delivery. In this study, we conjugated boronic acid or carborane functional groups to a well-established PSMA inhibitor scaffold to deliver boron to prostate cancer cells and prostate tumor xenograft models. Eight boron-containing PSMA inhibitors were synthesized. All of these compounds showed a strong binding affinity to PSMA in a competition radioligand binding assay (IC50 from 555.7 to 20.3 nM). Three selected compounds 1a, 1d, and 1f were administered to mice, and their in vivo blocking of 68Ga-PSMA-11 uptake was demonstrated through a positron emission tomography (PET) imaging and biodistribution experiment. Biodistribution analysis demonstrated boron uptake of 4-7 μg/g in 22Rv1 prostate xenograft tumors and similar tumor/muscle ratios compared to the ratio for the most commonly used BNCT compound, 4-borono-l-phenylalanine (BPA). Taken together, these data suggest a potential role for PSMA targeted BNCT agents in prostate cancer therapy following suitable optimization.
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Affiliation(s)
- Sinan Wang
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States
| | - Charles Blaha
- Department of Bioengineering and Therapeutic Sciences , University of California , San Francisco , California , United States
| | - Raquel Santos
- Department of Neurological Surgery , University of California , San Francisco , California , United States
| | - Tony Huynh
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States
| | - Thomas R Hayes
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States
| | - Denis R Beckford-Vera
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States
| | - Joseph E Blecha
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States
| | - Andrew S Hong
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States
| | - Miko Fogarty
- Department of Neurological Surgery , University of California , San Francisco , California , United States
| | - Thomas A Hope
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States
| | - David R Raleigh
- Department of Neurological Surgery , University of California , San Francisco , California , United States.,Departments of Radiation Oncology , University of California , San Francisco , California , United States
| | - David M Wilson
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States
| | - Michael J Evans
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States
| | - Henry F VanBrocklin
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States
| | - Tomoko Ozawa
- Department of Neurological Surgery , University of California , San Francisco , California , United States
| | - Robert R Flavell
- Department of Radiology and Biomedical Imaging , University of California , San Francisco , California , United States.,Department of Pharmaceutical Chemistry , University of California , San Francisco , California , United States
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9
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Ma X, Wang M, Wang H, Zhang T, Wu Z, Sutton MV, Popik VV, Jiang G, Li Z. Development of Bispecific NT-PSMA Heterodimer for Prostate Cancer Imaging: A Potential Approach to Address Tumor Heterogeneity. Bioconjug Chem 2019; 30:1314-1322. [PMID: 31034212 DOI: 10.1021/acs.bioconjchem.9b00252] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Prostate cancer is a heterogeneous disease with a poor survival rate at late stage. In this report, a dual targeting PET agent was developed to partially address the tumor heterogeneity issue. The heterodimer F-BCN-PSMA-NT was designed to target PSMA and neurotensin receptor1 (NTR1), both of which have demonstrated great potential in prostate cancer management. The heterodimer was synthesized through the conjugation of Glu-urea-lys(Ahx) (PSMA targeting motif) and NT20.3 (NTR1 targeting motif) to a symmetric trifunctional linker, bearing an azide group for further modification. Radio-labeling was performed using strain promoted azide-alkyne click reaction with high yield. Cell based assays suggested that F-BCN-PSMA-NT has comparable or only slightly reduced binding affinity with the corresponding monomers. Small animal PET clearly demonstrated that the heterodimer probe has prominent uptake not only in NTR1 positive/PSMA negative PC-3 tumors (1.4 ± 0.3%ID/g), but also in the PSMA positive/NTR1 negative LnCap tumors (1.3 ± 0.2%ID/g). The tracer showed comparable tumor to background ratio with each monomer. In summary, prostate cancer is a heterogeneous disease in need of improved diagnostics and treatments. The PSMA-NT heterodimer represents a new class of molecules that can be used to target two distinct antigens related to prostate cancer. In addition to the imaging applications demonstrated in this study, the agent also holds great potential on the treatment of heterogeneous prostate cancer.
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Affiliation(s)
- Xiaofen Ma
- Department of Medical Imaging , Guangdong Second Provincial General Hospital , Guangzhou City , Guangdong Province 510317 , P. R. China.,Biomedical Research Imaging Center, Department of Radiology , University of North Carolina at Chapel Hill , Chapel Hill , North Carolina 27599 , United States
| | - Mengzhe Wang
- Biomedical Research Imaging Center, Department of Radiology , University of North Carolina at Chapel Hill , Chapel Hill , North Carolina 27599 , United States
| | - Hui Wang
- Biomedical Research Imaging Center, Department of Radiology , University of North Carolina at Chapel Hill , Chapel Hill , North Carolina 27599 , United States
| | - Tao Zhang
- Biomedical Research Imaging Center, Department of Radiology , University of North Carolina at Chapel Hill , Chapel Hill , North Carolina 27599 , United States
| | - Zhanhong Wu
- Biomedical Research Imaging Center, Department of Radiology , University of North Carolina at Chapel Hill , Chapel Hill , North Carolina 27599 , United States
| | - Mariia V Sutton
- Department of Chemistry , University of Georgia , Athens , Georgia 30602 , United States
| | - Vladimir V Popik
- Department of Chemistry , University of Georgia , Athens , Georgia 30602 , United States
| | - Guihua Jiang
- Department of Medical Imaging , Guangdong Second Provincial General Hospital , Guangzhou City , Guangdong Province 510317 , P. R. China
| | - Zibo Li
- Biomedical Research Imaging Center, Department of Radiology , University of North Carolina at Chapel Hill , Chapel Hill , North Carolina 27599 , United States
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