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Sambuceti G, Cossu V, Vitale F, Bianconi E, Carta S, Venturi C, Chiesa S, Lanfranchi F, Emionite L, Carlone S, Sofia L, D'Amico F, Di Raimondo T, Chiola S, Orengo AM, Morbelli S, Ameri P, Bauckneht M, Marini C. Mandatory role of endoplasmic reticulum and its pentose phosphate shunt in the myocardial defense mechanisms against the redox stress induced by anthracyclines. Mol Cell Biochem 2024; 479:2973-2987. [PMID: 38082185 PMCID: PMC11473616 DOI: 10.1007/s11010-023-04903-z] [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] [Received: 10/12/2023] [Accepted: 11/09/2023] [Indexed: 10/15/2024]
Abstract
Anthracyclines' cardiotoxicity involves an accelerated generation of reactive oxygen species. This oxidative damage has been found to accelerate the expression of hexose-6P-dehydrogenase (H6PD), that channels glucose-6-phosphate (G6P) through the pentose phosphate pathway (PPP) confined within the endoplasmic/sarcoplasmic reticulum (SR). To verify the role of SR-PPP in the defense mechanisms activated by doxorubicin (DXR) in cardiomyocytes, we tested the effect of this drug in H6PD knockout mice (H6PD-/-). Twenty-eight wildtype (WT) and 32 H6PD-/- mice were divided into four groups to be treated with intraperitoneal administration of saline (untreated) or DXR (8 mg/Kg once a week for 3 weeks). One week thereafter, survivors underwent imaging of 18F-deoxyglucose (FDG) uptake and were sacrificed to evaluate the levels of H6PD, glucose-6P-dehydrogenase (G6PD), G6P transporter (G6PT), and malondialdehyde. The mRNA levels of SR Ca2+-ATPase 2 (Serca2) and ryanodine receptors 2 (RyR2) were evaluated and complemented with Hematoxylin/Eosin staining and transmission electron microscopy. During the treatment period, 1/14 DXR-WT and 12/18 DXR-H6PD-/- died. At microPET, DXR-H6PD-/- survivors displayed an increase in left ventricular size (p < 0.001) coupled with a decreased urinary output, suggesting a severe hemodynamic impairment. At ex vivo analysis, H6PD-/- condition was associated with an oxidative damage independent of treatment type. DXR increased H6PD expression only in WT mice, while G6PT abundance increased in both groups, mismatching a generalized decrease of G6PD levels. Switching-off SR-PPP impaired reticular accumulation of Ca2+ decelerating Serca2 expression and upregulating RyR2 mRNA level. It thus altered mitochondrial ultrastructure eventually resulting in a cardiomyocyte loss. The recognized vulnerability of SR to the anthracycline oxidative damage is counterbalanced by an acceleration of G6P flux through a PPP confined within the reticular lumen. The interplay of SR-PPP with the intracellular Ca2+ exchanges regulators in cardiomyocytes configure the reticular PPP as a potential new target for strategies aimed to decrease anthracycline toxicity.
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Affiliation(s)
- Gianmario Sambuceti
- IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
- Department of Health Sciences, University of Genoa, 16132, Genoa, Italy
| | - Vanessa Cossu
- Department of Experimental Medicine, Human Anatomy Section, University of Genoa, 16132, Genoa, Italy.
| | | | - Eva Bianconi
- IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | - Sonia Carta
- IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | | | - Sabrina Chiesa
- IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | | | - Laura Emionite
- IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | | | - Luca Sofia
- Department of Health Sciences, University of Genoa, 16132, Genoa, Italy
| | - Francesca D'Amico
- Department of Health Sciences, University of Genoa, 16132, Genoa, Italy
| | - Tania Di Raimondo
- Department of Health Sciences, University of Genoa, 16132, Genoa, Italy
| | - Silvia Chiola
- IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
| | | | - Silvia Morbelli
- IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
- Department of Health Sciences, University of Genoa, 16132, Genoa, Italy
| | - Pietro Ameri
- IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
- Department of Internal Medicine, University of Genoa, 16132, Genoa, Italy
| | - Matteo Bauckneht
- IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
- Department of Health Sciences, University of Genoa, 16132, Genoa, Italy
| | - Cecilia Marini
- IRCCS Ospedale Policlinico San Martino, 16132, Genoa, Italy
- Institute of Molecular Bioimaging and Physiology (IBFM), National Research Council (CNR), 20054, Milan, Italy
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2
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Bartos LM, Kunte ST, Wagner S, Beumers P, Schaefer R, Zatcepin A, Li Y, Griessl M, Hoermann L, Wind-Mark K, Bartenstein P, Tahirovic S, Ziegler S, Brendel M, Gnörich J. Astroglial glucose uptake determines brain FDG-PET alterations and metabolic connectivity during healthy aging in mice. Neuroimage 2024; 300:120860. [PMID: 39332748 DOI: 10.1016/j.neuroimage.2024.120860] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 08/24/2024] [Accepted: 09/18/2024] [Indexed: 09/29/2024] Open
Abstract
PURPOSE 2-Fluorodeoxyglucose-PET (FDG-PET) is a powerful tool to study glucose metabolism in mammalian brains, but cellular sources of glucose uptake and metabolic connectivity during aging are not yet understood. METHODS Healthy wild-type mice of both sexes (2-21 months of age) received FDG-PET and cell sorting after in vivo tracer injection (scRadiotracing). FDG uptake per cell was quantified in isolated microglia, astrocytes and neurons. Cerebral FDG uptake and metabolic connectivity were determined by PET. A subset of mice received measurement of blood glucose levels to study associations with cellular FDG uptake during aging. RESULTS Cerebral FDG-PET signals in healthy mice increased linearly with age. Cellular FDG uptake of neurons increased between 2 and 12 months of age, followed by a strong decrease towards late ages. Contrarily, FDG uptake in microglia and astrocytes exhibited a U-shaped function with respect to age, comprising the predominant cellular source of higher cerebral FDG uptake in the later stages. Metabolic connectivity was closely associated with the ratio of glucose uptake in astroglial cells relative to neurons. Cellular FDG uptake was not associated with blood glucose levels and increasing FDG brain uptake as a function of age was still observed after adjusting for blood glucose levels. CONCLUSION Trajectories of astroglial glucose uptake drive brain FDG-PET alterations and metabolic connectivity during aging.
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Affiliation(s)
- Laura M Bartos
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Sebastian T Kunte
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Stephan Wagner
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Philipp Beumers
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Rebecca Schaefer
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Artem Zatcepin
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) Munich, Germany
| | - Yunlei Li
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Maria Griessl
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Leonie Hoermann
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany
| | - Karin Wind-Mark
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) Munich, Germany
| | - Peter Bartenstein
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Sabina Tahirovic
- German Center for Neurodegenerative Diseases (DZNE) Munich, Germany
| | - Sibylle Ziegler
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Matthias Brendel
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) Munich, Germany; Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Johannes Gnörich
- Department of Nuclear Medicine, LMU University Hospital, LMU Munich, Munich, Germany; German Center for Neurodegenerative Diseases (DZNE) Munich, Germany.
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3
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Vitale F, Ghelardoni M, Chiesa S, Carta S, Losacco S, Orengo AM, Bruno S, Ravera S, Bauckneht M, Riondato M, Donegani I, Dighero E, Martinelli J, Marini C, Sambuceti G. The pivotal role of endoplasmic reticulum in FDG uptake in cancer cells. EJNMMI Res 2024; 14:64. [PMID: 38995321 PMCID: PMC11245458 DOI: 10.1186/s13550-024-01124-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 06/26/2024] [Indexed: 07/13/2024] Open
Affiliation(s)
- Francesca Vitale
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy.
| | - Maddalena Ghelardoni
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy
| | - Sabrina Chiesa
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy
| | - Sonia Carta
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy
| | - Serena Losacco
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy
| | - Anna Maria Orengo
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy
| | - Silvia Bruno
- Department of Experimental Medicine, Human Anatomy, University of Genoa, Genoa, Italy
| | - Silvia Ravera
- Department of Experimental Medicine, Human Anatomy, University of Genoa, Genoa, Italy
| | - Matteo Bauckneht
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy
- Nuclear Medicine, Department of Health Science, University of Genoa, Genoa, Italy
| | - Mattia Riondato
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy
- Nuclear Medicine, Department of Health Science, University of Genoa, Genoa, Italy
| | - Isabella Donegani
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy
| | - Edoardo Dighero
- Nuclear Medicine, Department of Health Science, University of Genoa, Genoa, Italy
| | - Jonathan Martinelli
- Nuclear Medicine, Department of Health Science, University of Genoa, Genoa, Italy
| | - Cecilia Marini
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy
- CNR Institute of Bioimages and Molecular Physiology, Milan, Italy
| | - Gianmario Sambuceti
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Largo Rosanna Benzi 10, 16133, Genoa, Italy
- Nuclear Medicine, Department of Health Science, University of Genoa, Genoa, Italy
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Wang T, Deng Y, Wang S, He J, Wang S. Kinetic 18F-FDG PET/CT imaging of hepatocellular carcinoma: a dual input four-compartment model. EJNMMI Phys 2024; 11:20. [PMID: 38386084 PMCID: PMC10884391 DOI: 10.1186/s40658-024-00619-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 01/29/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND The endoplasmic reticulum plays an important role in glucose metabolism and has not been explored in the kinetic estimation of hepatocellular carcinoma (HCC) via 18F-fluoro-2-deoxy-D-glucose PET/CT. METHODS A dual-input four-compartment (4C) model, regarding endoplasmic reticulum was preliminarily used for kinetic estimation to differentiate 28 tumours from background liver tissue from 24 patients with HCC. Moreover, parameter images of the 4C model were generated from one patient with negative findings on conventional metabolic PET/CT. RESULTS Compared to the dual-input three-compartment (3C) model, the 4C model has better fitting quality, a close transport rate constant (K1) and a dephosphorylation rate constant (k6/k4), and a different removal rate constant (k2) and phosphorylation rate constant (k3) in HCC and background liver tissue. The K1, k2, k3, and hepatic arterial perfusion index (HPI) from the 4C model and k3, HPI, and volume fraction of blood (Vb) from the 3C model were significantly different between HCC and background liver tissues (all P < 0.05). Meanwhile, the 4C model yielded additional kinetic parameters for differentiating HCC. The diagnostic performance of the top ten genes from the most to least common was HPI(4C), Vb(3C), HPI(3C), SUVmax, k5(4C), k3(3C), k2(4C), v(4C), K1(4C) and Vb(4C). Moreover, a patient who showed negative findings on conventional metabolic PET/CT had positive parameter images in the 4C model. CONCLUSIONS The 4C model with the endoplasmic reticulum performed better than the 3C model and produced additional useful parameters in kinetic estimation for differentiating HCC from background liver tissue.
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Affiliation(s)
- Tao Wang
- Faculty of Information Engineering and Automation, Yunnan Key Laboratory of Artificial Intelligence, Kunming University of Science and Technology, Kunming, 650500, Yunnan, China
| | - Yinglei Deng
- PET/CT Center, Affiliated Hospital of Kunming University of Science and Technology, First People's Hospital of Yunnan, Kunming, 650031, China
| | - Sidan Wang
- PET/CT Center, Affiliated Hospital of Kunming University of Science and Technology, First People's Hospital of Yunnan, Kunming, 650031, China
| | - Jianfeng He
- Faculty of Information Engineering and Automation, Yunnan Key Laboratory of Artificial Intelligence, Kunming University of Science and Technology, Kunming, 650500, Yunnan, China.
| | - Shaobo Wang
- PET/CT Center, Affiliated Hospital of Kunming University of Science and Technology, First People's Hospital of Yunnan, Kunming, 650031, China.
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Patronas EM, Balber T, Miller A, Geist BK, Michligk A, Vraka C, Krisch M, Rohr-Udilova N, Haschemi A, Viernstein H, Hacker M, Mitterhauser M. A fingerprint of 2-[ 18F]FDG radiometabolites - How tissue-specific metabolism beyond 2-[ 18F]FDG-6-P could affect tracer accumulation. iScience 2023; 26:108137. [PMID: 37867937 PMCID: PMC10585399 DOI: 10.1016/j.isci.2023.108137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 08/01/2023] [Accepted: 10/02/2023] [Indexed: 10/24/2023] Open
Abstract
Studies indicate that the radiotracer 2-[18F]fluoro-2-deoxy-D-glucose (2-[18F]FDG) can be metabolized beyond 2-[18F]FDG-6-phosphate (2-[18F]FDG-6-P), but its metabolism is incompletely understood. Most importantly, it remains unclear whether downstream metabolism affects tracer accumulation in vivo. Here we present a fingerprint of 2-[18F]FDG radiometabolites over time in cancer cells, corresponding tumor xenografts and murine organs. Strikingly, radiometabolites representing glycogen metabolism or the oxPPP correlated inversely with tracer accumulation across all examined tissues. Recent studies suggest that not only hexokinase, but also hexose-6-phosphate dehydrogenase (H6PD), an enzyme of the oxidative pentose phosphate pathway (oxPPP), determines 2-[18F]FDG accumulation. However, little is known about the corresponding enzyme glucose-6-phosphate dehydrogenase (G6PD). Our mechanistic in vitro experiments on the role of the oxPPP propose that 2-[18F]FDG can be metabolized via both G6PD and H6PD, but data from separate enzyme knockdown suggest diverging roles in downstream tracer metabolism. Overall, we propose that tissue-specific metabolism beyond 2-[18F]FDG-6-P could matter for imaging.
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Affiliation(s)
- Eva-Maria Patronas
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna 1090, Austria
- Division of Pharmaceutical Technology and Biopharmaceutics, Department of Pharmaceutical Sciences, University of Vienna, Vienna 1090, Austria
| | - Theresa Balber
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna 1090, Austria
- Ludwig Boltzmann Institute Applied Diagnostics, Vienna 1090, Austria
| | - Anne Miller
- Center for Pathobiochemistry and Genetics, Medical University of Vienna, Vienna 1090, Austria
| | - Barbara Katharina Geist
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna 1090, Austria
| | - Antje Michligk
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna 1090, Austria
| | - Chrysoula Vraka
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna 1090, Austria
| | - Maximilian Krisch
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna 1090, Austria
| | - Nataliya Rohr-Udilova
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna 1090, Austria
| | - Arvand Haschemi
- Department of Laboratory Medicine, Medical University of Vienna, Vienna 1090, Austria
| | - Helmut Viernstein
- Division of Pharmaceutical Technology and Biopharmaceutics, Department of Pharmaceutical Sciences, University of Vienna, Vienna 1090, Austria
| | - Marcus Hacker
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna 1090, Austria
| | - Markus Mitterhauser
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Vienna 1090, Austria
- Ludwig Boltzmann Institute Applied Diagnostics, Vienna 1090, Austria
- University of Vienna, Faculty of Chemistry, Institute of Inorganic Chemistry, Vienna 1090, Austria
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6
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Marini C, Cossu V, Lanfranchi F, Carta S, Vitale F, D'Amico F, Bauckneht M, Morbelli S, Donegani MI, Chiola S, Raffa S, Sofia L, Di Raimondo T, Ballerini F, Ghiggi C, Durando P, Ravera S, Riondato M, Orengo AM, Bruno S, Chiesa S, Sambuceti G. Divergent Oxidative Stress in Normal Tissues and Inflammatory Cells in Hodgkin and Non-Hodgkin Lymphoma. Cancers (Basel) 2023; 15:3533. [PMID: 37444643 DOI: 10.3390/cancers15133533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 07/04/2023] [Accepted: 07/05/2023] [Indexed: 07/15/2023] Open
Abstract
BACKGROUND Previous studies reported mitochondrial and endoplasmic reticulum redox stress in peripheral blood mononucleated cells (PBMCs) of treatment-naïve Hodgkin lymphoma (HL) patients. Here, we assessed whether this response also applies to non-HL (NHL) patients, and whether the oxidative damage is a selective feature of PBMCs or, rather, also affects tissues not directly involved in the inflammatory response. METHODS Isolated PBMCs of 28 HL, 9 diffuse large B cell lymphoma, 8 less aggressive-NHL, and 45 controls underwent flow cytometry to evaluate redox stress and uptake of the glucose analogue 2-NBDG. This analysis was complemented with the assay of malondialdehyde (MDA) levels and enzymatic activity of glucose-6P-dehydrogenase and hexose-6P-dehydrogenase (H6PD). In all lymphoma patients, 18F-fluoro-deoxyglucose uptake was estimated in the myocardium and skeletal muscles. RESULTS Mitochondrial reactive oxygen species generation and MDA levels were increased only in HL patients as well as H6PD activity and 2-NBDG uptake. Similarly, myocardial FDG retention was higher in HL than in other groups as opposed to a similar tracer uptake in the skeletal muscle. CONCLUSIONS Redox stress of PBMCs is more pronounced in HL with respect to both NHL groups. This phenomenon is coherent with an increased activity of H6PD that also extends to the myocardium.
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Affiliation(s)
- Cecilia Marini
- Institute of Molecular Bioimaging and Physiology (IBFM), National Research Council (CNR), 20054 Milan, Italy
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | - Vanessa Cossu
- Human Anatomy Section, Department of Experimental Medicine, University of Genoa, 16132 Genova, Italy
| | | | - Sonia Carta
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | | | - Francesca D'Amico
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy
| | - Matteo Bauckneht
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy
| | - Silvia Morbelli
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy
| | | | - Silvia Chiola
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | - Stefano Raffa
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | - Luca Sofia
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy
| | - Tania Di Raimondo
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy
| | - Filippo Ballerini
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
- Department of Internal Medicine, University of Genoa, 16132 Genoa, Italy
| | - Chiara Ghiggi
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | - Paolo Durando
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy
| | - Silvia Ravera
- Human Anatomy Section, Department of Experimental Medicine, University of Genoa, 16132 Genova, Italy
| | | | | | - Silvia Bruno
- Human Anatomy Section, Department of Experimental Medicine, University of Genoa, 16132 Genova, Italy
| | - Sabrina Chiesa
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | - Gianmario Sambuceti
- IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy
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7
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Meng Y, Sun J, Zhang G, Yu T, Piao H. Imaging glucose metabolism to reveal tumor progression. Front Physiol 2023; 14:1103354. [PMID: 36818450 PMCID: PMC9932271 DOI: 10.3389/fphys.2023.1103354] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 01/20/2023] [Indexed: 02/05/2023] Open
Abstract
Purpose: To analyze and review the progress of glucose metabolism-based molecular imaging in detecting tumors to guide clinicians for new management strategies. Summary: When metabolic abnormalities occur, termed the Warburg effect, it simultaneously enables excessive cell proliferation and inhibits cell apoptosis. Molecular imaging technology combines molecular biology and cell probe technology to visualize, characterize, and quantify processes at cellular and subcellular levels in vivo. Modern instruments, including molecular biochemistry, data processing, nanotechnology, and image processing, use molecular probes to perform real-time, non-invasive imaging of molecular and cellular events in living organisms. Conclusion: Molecular imaging is a non-invasive method for live detection, dynamic observation, and quantitative assessment of tumor glucose metabolism. It enables in-depth examination of the connection between the tumor microenvironment and tumor growth, providing a reliable assessment technique for scientific and clinical research. This new technique will facilitate the translation of fundamental research into clinical practice.
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Affiliation(s)
- Yiming Meng
- Central Laboratory, Liaoning Cancer Hospital & Institute, Cancer Hospital of China Medical University, Shenyang, China
| | - Jing Sun
- Central Laboratory, Liaoning Cancer Hospital & Institute, Cancer Hospital of China Medical University, Shenyang, China
| | - Guirong Zhang
- Central Laboratory, Liaoning Cancer Hospital & Institute, Cancer Hospital of China Medical University, Shenyang, China
| | - Tao Yu
- Department of Medical Image, Liaoning Cancer Hospital & Institute, Cancer Hospital of China Medical University, Shenyang, China,*Correspondence: Tao Yu, ; Haozhe Piao,
| | - Haozhe Piao
- Department of Neurosurgery, Liaoning Cancer Hospital & Institute, Cancer Hospital of China Medical University, Shenyang, China,*Correspondence: Tao Yu, ; Haozhe Piao,
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8
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Bauckneht M, Marini C, Cossu V, Campi C, Riondato M, Bruno S, Orengo AM, Vitale F, Carta S, Chiola S, Chiesa S, Miceli A, D’Amico F, Fornarini G, Terrone C, Piana M, Morbelli S, Signori A, Barboro P, Sambuceti G. Gene's expression underpinning the divergent predictive value of [18F]F-fluorodeoxyglucose and prostate-specific membrane antigen positron emission tomography in primary prostate cancer: a bioinformatic and experimental study. J Transl Med 2023; 21:3. [PMID: 36600265 PMCID: PMC9811737 DOI: 10.1186/s12967-022-03846-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 12/23/2022] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Positron Emission Tomography (PET) imaging with Prostate-Specific Membrane Antigen (PSMA) and Fluorodeoxyglucose (FDG) represent promising biomarkers for risk-stratification of Prostate Cancer (PCa). We verified whether the expression of genes encoding for PSMA and enzymes regulating FDG cellular uptake are independent and additive prognosticators in PCa. METHODS mRNA expression of genes involved in glucose metabolism and PSMA regulation obtained from primary PCa specimens were retrieved from open-source databases and analyzed using an integrative bioinformatics approach. Machine Learning (ML) techniques were used to create predictive Progression-Free Survival (PFS) models. Cellular models of primary PCa with different aggressiveness were used to compare [18F]F-PSMA-1007 and [18F]F-FDG uptake kinetics in vitro. Confocal microscopy, immunofluorescence staining, and quantification analyses were performed to assess the intracellular and cellular membrane PSMA expression. RESULTS ML analyses identified a predictive functional network involving four glucose metabolism-related genes: ALDOB, CTH, PARP2, and SLC2A4. By contrast, FOLH1 expression (encoding for PSMA) did not provide any additive predictive value to the model. At a cellular level, the increase in proliferation rate and migratory potential by primary PCa cells was associated with enhanced FDG uptake and decreased PSMA retention (paralleled by the preferential intracellular localization). CONCLUSIONS The overexpression of a functional network involving four glucose metabolism-related genes identifies a higher risk of disease progression since the earliest phases of PCa, in agreement with the acknowledged prognostic value of FDG PET imaging. By contrast, the prognostic value of PSMA PET imaging is independent of the expression of its encoding gene FOLH1. Instead, it is influenced by the protein docking to the cell membrane, regulating its accessibility to tracer binding.
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Affiliation(s)
- Matteo Bauckneht
- grid.5606.50000 0001 2151 3065Department of Health Sciences, University of Genoa, 16132 Genoa, Italy ,grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Cecilia Marini
- grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy ,grid.428490.30000 0004 1789 9809CNR, Institute of Molecular Bioimaging and Physiology (IBFM), 20054 Milan, Italy
| | - Vanessa Cossu
- grid.5606.50000 0001 2151 3065Department of Health Sciences, University of Genoa, 16132 Genoa, Italy ,grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Cristina Campi
- grid.5606.50000 0001 2151 3065LISCOMP Lab, Department of Mathematics (DIMA), University of Genoa, 16132 Genoa, Italy
| | - Mattia Riondato
- grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Silvia Bruno
- grid.5606.50000 0001 2151 3065Department of Experimental Medicine, Human Anatomy, University of Genoa, 16132 Genoa, Italy
| | - Anna Maria Orengo
- grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Francesca Vitale
- grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Sonia Carta
- grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Silvia Chiola
- grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Sabrina Chiesa
- grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Alberto Miceli
- grid.5606.50000 0001 2151 3065Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
| | - Francesca D’Amico
- grid.5606.50000 0001 2151 3065Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
| | - Giuseppe Fornarini
- grid.410345.70000 0004 1756 7871Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Carlo Terrone
- grid.410345.70000 0004 1756 7871Department of Urology, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy ,grid.5606.50000 0001 2151 3065Department of Surgical and Diagnostic Integrated Sciences (DISC), University of Genova, 16132 Genoa, Italy
| | - Michele Piana
- grid.5606.50000 0001 2151 3065LISCOMP Lab, Department of Mathematics (DIMA), University of Genoa, 16132 Genoa, Italy ,grid.482259.00000 0004 1774 9464CNR-SPIN Genoa, 16132 Genoa, Italy
| | - Silvia Morbelli
- grid.5606.50000 0001 2151 3065Department of Health Sciences, University of Genoa, 16132 Genoa, Italy ,grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Alessio Signori
- grid.5606.50000 0001 2151 3065Department of Health Sciences, University of Genoa, 16132 Genoa, Italy
| | - Paola Barboro
- grid.410345.70000 0004 1756 7871Proteomic and Mass Spectrometry Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Gianmario Sambuceti
- grid.5606.50000 0001 2151 3065Department of Health Sciences, University of Genoa, 16132 Genoa, Italy ,grid.410345.70000 0004 1756 7871Nuclear Medicine Unit, IRCCS, Ospedale Policlinico San Martino, 16132 Genoa, Italy
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9
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Fundamental Role of Pentose Phosphate Pathway within the Endoplasmic Reticulum in Glutamine Addiction of Triple-Negative Breast Cancer Cells. Antioxidants (Basel) 2022; 12:antiox12010043. [PMID: 36670904 PMCID: PMC9854646 DOI: 10.3390/antiox12010043] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/16/2022] [Accepted: 12/21/2022] [Indexed: 12/28/2022] Open
Abstract
Cancer utilization of large glutamine equivalents contributes to diverging glucose-6-P flux toward the pentose phosphate shunt (PPP) to feed the building blocks and the antioxidant responses of rapidly proliferating cells. In addition to the well-acknowledged cytosolic pathway, cancer cells also run a largely independent PPP, triggered by hexose-6P-dehydrogenase within the endoplasmic reticulum (ER), whose activity is mandatory for the integrity of ER-mitochondria networking. To verify whether this reticular metabolism is dependent on glutamine levels, we complemented the metabolomic characterization of intermediates of the glucose metabolism and tricarboxylic acid cycle with the estimation of proliferating activity, energy metabolism, redox damage, and mitochondrial function in two breast cancer cell lines. ER-PPP activity and its determinants were estimated by the ER accumulation of glucose analogs. Glutamine shortage decreased the proliferation rate despite increased ATP and NADH levels. It depleted NADPH reductive power and increased malondialdehyde content despite a marked increase in glucose-6P-dehydrogenase. This paradox was explained by the deceleration of ER-PPP favored by the decrease in hexose-6P-dehydrogenase expression coupled with the opposite response of its competitor enzyme glucose-6P-phosphatase. The decreased ER-PPP activity eventually hampered mitochondrial function and calcium exchanges. These data configure the ER-PPP as a powerful, unrecognized regulator of cancer cell metabolism and proliferation.
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10
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Dourado MLC, Dompieri LT, Leitão GM, Mourato FA, Santos RGG, Almeida PJ, Markman B, Melo MDT, Brandão SCS. Aumento de Captação Cardíaca de 18F-FDG Induzida por Quimioterapia em Pacientes com Linfoma: Um Marcador Precoce de Cardiotoxicidade? Arq Bras Cardiol 2022; 118:1049-1058. [PMID: 35703659 PMCID: PMC9345149 DOI: 10.36660/abc.20210463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 09/01/2021] [Indexed: 11/18/2022] Open
Abstract
Fundamento Ainda não está estabelecido se a captação de fluorodesoxiglicose no miocárdio ocorre exclusivamente por características fisiológicas ou se representa um desarranjo metabólico causado pela quimioterapia. Objetivo Investigar os efeitos da quimioterapia no coração dos pacientes com linfoma por tomografia por emissão de pósitrons associada a tomografia computadorizada (PET/CT) com 2-[18F]-fluoro-2-desoxi-D-glicose (18F-FDG PET/CT) antes, durante e/ou após a quimioterapia. Métodos Setenta pacientes com linfoma submetidos a 18F-FDG PET/CT foram retrospectivamente analisados. O nível de significância foi de 5%. A captação de 18F-FDG foi avaliada por três medidas: captação máxima no ventrículo esquerdo ( standardized uptake value , SUV max), razão SUV cardíaco / aorta e SUV cardíaco / SUV no fígado. Também foram comparados peso corporal, glicemia de jejum, tempo pós-injeção e dose administrada de 18F-FDG entre os exames. Resultados A idade média foi de 50,4 ± 20,1 anos e 50% dos pacientes eram mulheres. A análise foi realizada em dois grupos – PET/CT basal vs. intermediário e PET/CT basal vs pós-terapia. Não houve diferença significativa entre as variáveis clínicas e do protocolo dos exames entre os diferentes momentos avaliados. Nós observamos um aumento na SUV máxima no ventrículo esquerdo de 3,5±1,9 (basal) para 5,6±4,0 (intermediário), p=0,01, e de 4,0±2,2 (basal) para 6,1±4,2 (pós-terapia), p<0,001. Uma porcentagem de aumento ≥30% na SUV máxima no ventrículo esquerdo ocorreu em mais da metade da amostra. O aumento da SUV cardíaca foi acompanhado por um aumento na razão SUV máxima no ventrículo esquerdo / SUV máxima na aorta e SUV média no ventrículo esquerdo /SUV média no fígado. Conclusão O estudo mostrou um aumento evidente na captação cardíaca de 18F-FDG em pacientes com linfoma, durante e após quimioterapia. A literatura corrobora com esses achados e sugere que a 18F-FDG PET/CT pode ser um exame de imagem sensível e confiável para detectar sinais metabólicos precoces de cardiotoxicidade.
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11
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Mitochondrial Generated Redox Stress Differently Affects the Endoplasmic Reticulum of Circulating Lymphocytes and Monocytes in Treatment-Naïve Hodgkin’s Lymphoma. Antioxidants (Basel) 2022; 11:antiox11040762. [PMID: 35453447 PMCID: PMC9024578 DOI: 10.3390/antiox11040762] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 03/30/2022] [Accepted: 04/06/2022] [Indexed: 02/06/2023] Open
Abstract
Background. The redox stress caused by Hodgkin’s lymphoma (HL) also involves the peripheral blood mononucleated cells (PBMCs) even before chemotherapy. Here, we tested whether lymphocytes and monocytes show a different response to the increased mitochondrial generation of reactive oxygen species (ROS). Methods. PBMCs, isolated from the blood of treatment-naïve HL patients and control subjects, underwent assessment of malondialdehyde content and enzymatic activity of both hexose- and glucose-6P dehydrogenase (H6PD and G6PD) as well as flow cytometric analysis of mitochondrial ROS content. These data were complemented by evaluating the uptake of the fluorescent glucose analogue 2-NBDG that is selectively stored within the endoplasmic reticulum (ER). Results. Malondialdehyde content was increased in the whole population of HL PBMCs. The oxidative damage matched an increased activity of G6PD, and even more of H6PD, that trigger the cytosolic and ER pentose phosphate pathways, respectively. At flow cytometry, the number of recovered viable cells was selectively decreased in HL lymphocytes that also showed a more pronounced increase in mitochondrial ROS generation and 2-NBDG uptake, with respect to monocytes. Conclusions. PBMCs of HL patients display a selective mitochondrial and ER redox stress most evident in lymphocytes already before the exposure to chemotherapy toxicity.
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12
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Bauckneht M, Lai R, D'Amico F, Miceli A, Donegani MI, Campi C, Schenone D, Raffa S, Chiola S, Lanfranchi F, Rebuzzi SE, Zanardi E, Cremante M, Marini C, Fornarini G, Morbelli S, Piana M, Sambuceti G. Opportunistic skeletal muscle metrics as prognostic tools in metastatic castration-resistant prostate cancer patients candidates to receive Radium-223. Ann Nucl Med 2022; 36:373-383. [PMID: 35044592 PMCID: PMC8938339 DOI: 10.1007/s12149-022-01716-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 01/07/2022] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Androgen deprivation therapy alters body composition promoting a significant loss in skeletal muscle (SM) mass through inflammation and oxidative damage. We verified whether SM anthropometric composition and metabolism are associated with unfavourable overall survival (OS) in a retrospective cohort of metastatic castration-resistant prostate cancer (mCRPC) patients submitted to 18F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography (FDG PET/CT) imaging before receiving Radium-223. PATIENTS AND METHODS Low-dose CT were opportunistically analysed using a cross-sectional approach to calculate SM and adipose tissue areas at the third lumbar vertebra level. Moreover, a 3D computational method was used to extract psoas muscles to evaluate their volume, Hounsfield Units (HU) and FDG retention estimated by the standardized uptake value (SUV). Baseline established clinical, lab and imaging prognosticators were also recorded. RESULTS SM area predicted OS at univariate analysis. However, this capability was not additive to the power of mean HU and maximum SUV of psoas muscles volume. These factors were thus combined in the Attenuation Metabolic Index (AMI) whose power was tested in a novel uni- and multivariable model. While Prostate-Specific Antigen (PSA), Alkaline Phosphatase (ALP), Lactate Dehydrogenase and Hemoglobin, Metabolic Tumor Volume, Total Lesion Glycolysis and AMI were associated with long-term OS at the univariate analyses, only PSA, ALP and AMI resulted in independent prognosticator at the multivariate analysis. CONCLUSION The present data suggest that assessing individual 'patients' SM metrics through an opportunistic operator-independent computational analysis of FDG PET/CT imaging provides prognostic insights in mCRPC patients candidates to receive Radium-223.
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Affiliation(s)
- Matteo Bauckneht
- Department of Health Sciences (DISSAL), University of Genova, Genova, Italy.
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy.
| | - Rita Lai
- Department of Mathematics (DIMA), University of Genoa, Genoa, Italy
| | - Francesca D'Amico
- Department of Health Sciences (DISSAL), University of Genova, Genova, Italy
| | - Alberto Miceli
- Department of Health Sciences (DISSAL), University of Genova, Genova, Italy
| | | | - Cristina Campi
- LISCOMP, Department of Mathematics (DIMA), University of Genoa, Genoa, Italy
| | - Daniela Schenone
- LISCOMP, Department of Mathematics (DIMA), University of Genoa, Genoa, Italy
| | - Stefano Raffa
- Department of Health Sciences (DISSAL), University of Genova, Genova, Italy
| | - Silvia Chiola
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | | | - Sara Elena Rebuzzi
- Medical Oncology, Ospedale San Paolo, Savona, Italy
- Department of Internal Medicine and Medical Specialties (Di.M.I.), University of Genova, Genoa, Italy
| | - Elisa Zanardi
- Academic Unit of Medical Oncology, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Malvina Cremante
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Cecilia Marini
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy
- Bioimaging and Physiology (IBFM), CNR Institute of Molecular, Segrate, Milan, Italy
| | - Giuseppe Fornarini
- Medical Oncology Unit 1, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Silvia Morbelli
- Department of Health Sciences (DISSAL), University of Genova, Genova, Italy
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Michele Piana
- LISCOMP, Department of Mathematics (DIMA), University of Genoa, Genoa, Italy
- CNR-SPIN Genoa, Genoa, Italy
| | - Gianmario Sambuceti
- Department of Health Sciences (DISSAL), University of Genova, Genova, Italy
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy
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13
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Klebermass EM, Mahmudi M, Geist BK, Pichler V, Vraka C, Balber T, Miller A, Haschemi A, Viernstein H, Rohr-Udilova N, Hacker M, Mitterhauser M. If It Works, Don't Touch It? A Cell-Based Approach to Studying 2-[ 18F]FDG Metabolism. Pharmaceuticals (Basel) 2021; 14:ph14090910. [PMID: 34577610 PMCID: PMC8467898 DOI: 10.3390/ph14090910] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 09/04/2021] [Accepted: 09/06/2021] [Indexed: 11/28/2022] Open
Abstract
The glucose derivative 2-[18F]fluoro-2-deoxy-D-glucose (2-[18F]FDG) is still the most used radiotracer for positron emission tomography, as it visualizes glucose utilization and energy demand. In general, 2-[18F]FDG is said to be trapped intracellularly as 2-[18F]FDG-6-phosphate, which cannot be further metabolized. However, increasingly, this dogma is being questioned because of publications showing metabolism beyond 2-[18F]FDG-6-phosphate and even postulating 2-[18F]FDG imaging to depend on the enzyme hexose-6-phosphate dehydrogenase in the endoplasmic reticulum. Therefore, we aimed to study 2-[18F]FDG metabolism in the human cancer cell lines HT1080, HT29 and Huh7 applying HPLC. We then compared 2-[18F]FDG metabolism with intracellular tracer accumulation, efflux and the cells’ metabolic state and used a graphical Gaussian model to visualize metabolic patterns. The extent of 2-[18F]FDG metabolism varied considerably, dependent on the cell line, and was significantly enhanced by glucose withdrawal. However, the metabolic pattern was quite conserved. The most important radiometabolites beyond 2-[18F]FDG-6-phosphate were 2-[18F]FDMannose-6-phosphate, 2-[18F]FDG-1,6-bisphosphate and 2-[18F]FD-phosphogluconolactone. Enhanced radiometabolite formation under glucose reduction was accompanied by reduced efflux and mirrored the cells’ metabolic switch as assessed via extracellular lactate levels. We conclude that there can be considerable metabolism beyond 2-[18F]FDG-6-phosphate in cancer cell lines and a comprehensive understanding of 2-[18F]FDG metabolism might help to improve cancer research and tumor diagnosis.
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Affiliation(s)
- Eva-Maria Klebermass
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090 Vienna, Austria; (E.-M.K.); (M.M.); (B.K.G.); (C.V.); (T.B.); (M.H.)
- Division of Pharmaceutical Technology and Biopharmaceutics, Department of Pharmaceutical Sciences, University of Vienna, 1090 Vienna, Austria;
| | - Mahshid Mahmudi
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090 Vienna, Austria; (E.-M.K.); (M.M.); (B.K.G.); (C.V.); (T.B.); (M.H.)
| | - Barbara Katharina Geist
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090 Vienna, Austria; (E.-M.K.); (M.M.); (B.K.G.); (C.V.); (T.B.); (M.H.)
| | - Verena Pichler
- Division of Pharmaceutical Chemistry, Department of Pharmaceutical Sciences, University of Vienna, 1090 Vienna, Austria;
| | - Chrysoula Vraka
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090 Vienna, Austria; (E.-M.K.); (M.M.); (B.K.G.); (C.V.); (T.B.); (M.H.)
| | - Theresa Balber
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090 Vienna, Austria; (E.-M.K.); (M.M.); (B.K.G.); (C.V.); (T.B.); (M.H.)
- Ludwig Boltzmann Institute Applied Diagnostics, 1090 Vienna, Austria
| | - Anne Miller
- Department of Laboratory Medicine, Medical University of Vienna, 1090 Vienna, Austria; (A.M.); (A.H.)
| | - Arvand Haschemi
- Department of Laboratory Medicine, Medical University of Vienna, 1090 Vienna, Austria; (A.M.); (A.H.)
| | - Helmut Viernstein
- Division of Pharmaceutical Technology and Biopharmaceutics, Department of Pharmaceutical Sciences, University of Vienna, 1090 Vienna, Austria;
| | - Nataliya Rohr-Udilova
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, 1090 Vienna, Austria;
| | - Marcus Hacker
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090 Vienna, Austria; (E.-M.K.); (M.M.); (B.K.G.); (C.V.); (T.B.); (M.H.)
| | - Markus Mitterhauser
- Division of Nuclear Medicine, Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, 1090 Vienna, Austria; (E.-M.K.); (M.M.); (B.K.G.); (C.V.); (T.B.); (M.H.)
- Ludwig Boltzmann Institute Applied Diagnostics, 1090 Vienna, Austria
- Correspondence:
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14
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Marini C, Cossu V, Kumar M, Milanese M, Cortese K, Bruno S, Bellese G, Carta S, Zerbo RA, Torazza C, Bauckneht M, Venturi C, Raffa S, Orengo AM, Donegani MI, Chiola S, Ravera S, Castellani P, Morbelli S, Sambuceti G, Bonanno G. The Role of Endoplasmic Reticulum in the Differential Endurance against Redox Stress in Cortical and Spinal Astrocytes from the Newborn SOD1 G93A Mouse Model of Amyotrophic Lateral Sclerosis. Antioxidants (Basel) 2021; 10:antiox10091392. [PMID: 34573024 PMCID: PMC8472526 DOI: 10.3390/antiox10091392] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Revised: 08/19/2021] [Accepted: 08/27/2021] [Indexed: 12/01/2022] Open
Abstract
Recent studies reported that the uptake of [18F]-fluorodeoxyglucose (FDG) is increased in the spinal cord (SC) and decreased in the motor cortex (MC) of patients with ALS, suggesting that the disease might differently affect the two nervous districts with different time sequence or with different mechanisms. Here we show that MC and SC astrocytes harvested from newborn B6SJL-Tg (SOD1G93A) 1Gur mice could play different roles in the pathogenesis of the disease. Spectrophotometric and cytofluorimetric analyses showed an increase in redox stress, a decrease in antioxidant capacity and a relative mitochondria respiratory uncoupling in MC SOD1G93A astrocytes. By contrast, SC mutated cells showed a higher endurance against oxidative damage, through the increase in antioxidant defense, and a preserved respiratory function. FDG uptake reproduced the metabolic response observed in ALS patients: SOD1G93A mutation caused a selective enhancement in tracer retention only in mutated SC astrocytes, matching the activity of the reticular pentose phosphate pathway and, thus, of hexose-6P dehydrogenase. Finally, both MC and SC mutated astrocytes were characterized by an impressive ultrastructural enlargement of the endoplasmic reticulum (ER) and impairment in ER–mitochondria networking, more evident in mutated MC than in SC cells. Thus, SOD1G93A mutation differently impaired MC and SC astrocyte biology in a very early stage of life.
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Affiliation(s)
- Cecilia Marini
- CNR Institute of Molecular Bioimaging and Physiology (IBFM), Segrate, 20054 Milan, Italy
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (M.B.); (A.M.O.); (S.C.); (S.M.); (G.S.)
- Correspondence:
| | - Vanessa Cossu
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy; (V.C.); (S.R.); (M.I.D.)
| | - Mandeep Kumar
- Department of Pharmacy, Section of Pharmacology and Toxicology, University of Genoa, 16148 Genoa, Italy; (M.K.); (M.M.); (R.A.Z.); (C.T.); (G.B.)
| | - Marco Milanese
- Department of Pharmacy, Section of Pharmacology and Toxicology, University of Genoa, 16148 Genoa, Italy; (M.K.); (M.M.); (R.A.Z.); (C.T.); (G.B.)
| | - Katia Cortese
- Department of Experimental Medicine, Human Anatomy, University of Genoa, 16132 Genoa, Italy; (K.C.); (S.B.); (G.B.); (C.V.); (S.R.)
| | - Silvia Bruno
- Department of Experimental Medicine, Human Anatomy, University of Genoa, 16132 Genoa, Italy; (K.C.); (S.B.); (G.B.); (C.V.); (S.R.)
| | - Grazia Bellese
- Department of Experimental Medicine, Human Anatomy, University of Genoa, 16132 Genoa, Italy; (K.C.); (S.B.); (G.B.); (C.V.); (S.R.)
| | - Sonia Carta
- Cell Biology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (S.C.); (P.C.)
| | - Roberta Arianna Zerbo
- Department of Pharmacy, Section of Pharmacology and Toxicology, University of Genoa, 16148 Genoa, Italy; (M.K.); (M.M.); (R.A.Z.); (C.T.); (G.B.)
| | - Carola Torazza
- Department of Pharmacy, Section of Pharmacology and Toxicology, University of Genoa, 16148 Genoa, Italy; (M.K.); (M.M.); (R.A.Z.); (C.T.); (G.B.)
| | - Matteo Bauckneht
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (M.B.); (A.M.O.); (S.C.); (S.M.); (G.S.)
| | - Consuelo Venturi
- Department of Experimental Medicine, Human Anatomy, University of Genoa, 16132 Genoa, Italy; (K.C.); (S.B.); (G.B.); (C.V.); (S.R.)
| | - Stefano Raffa
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy; (V.C.); (S.R.); (M.I.D.)
| | - Anna Maria Orengo
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (M.B.); (A.M.O.); (S.C.); (S.M.); (G.S.)
| | - Maria Isabella Donegani
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy; (V.C.); (S.R.); (M.I.D.)
| | - Silvia Chiola
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (M.B.); (A.M.O.); (S.C.); (S.M.); (G.S.)
| | - Silvia Ravera
- Department of Experimental Medicine, Human Anatomy, University of Genoa, 16132 Genoa, Italy; (K.C.); (S.B.); (G.B.); (C.V.); (S.R.)
| | - Patrizia Castellani
- Cell Biology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (S.C.); (P.C.)
| | - Silvia Morbelli
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (M.B.); (A.M.O.); (S.C.); (S.M.); (G.S.)
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy; (V.C.); (S.R.); (M.I.D.)
| | - Gianmario Sambuceti
- CNR Institute of Molecular Bioimaging and Physiology (IBFM), Segrate, 20054 Milan, Italy
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (M.B.); (A.M.O.); (S.C.); (S.M.); (G.S.)
| | - Giambattista Bonanno
- Department of Pharmacy, Section of Pharmacology and Toxicology, University of Genoa, 16148 Genoa, Italy; (M.K.); (M.M.); (R.A.Z.); (C.T.); (G.B.)
- Pharmacology and Toxycology, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
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15
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Marini C, Cossu V, Bauckneht M, Lanfranchi F, Raffa S, Orengo AM, Ravera S, Bruno S, Sambuceti G. Metformin and Cancer Glucose Metabolism: At the Bench or at the Bedside? Biomolecules 2021; 11:biom11081231. [PMID: 34439897 PMCID: PMC8392176 DOI: 10.3390/biom11081231] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 08/11/2021] [Accepted: 08/16/2021] [Indexed: 12/14/2022] Open
Abstract
Several studies reported that metformin, the most widely used drug for type 2 diabetes, might affect cancer aggressiveness. The biguanide seems to directly impair cancer energy asset, with the consequent phosphorylation of AMP-activated protein kinase (AMPK) inhibiting cell proliferation and tumor growth. This action is most often attributed to a well-documented blockage of oxidative phosphorylation (OXPHOS) caused by a direct interference of metformin on Complex I function. Nevertheless, several other pleiotropic actions seem to contribute to the anticancer potential of this biguanide. In particular, in vitro and in vivo experimental studies recently documented that metformin selectively inhibits the uptake of 2-[18F]-Fluoro-2-Deoxy-D-Glucose (FDG), via an impaired catalytic function of the enzyme hexose-6P-dehydrogenase (H6PD). H6PD triggers a still largely uncharacterized pentose-phosphate pathway (PPP) within the endoplasmic reticulum (ER) that has been found to play a pivotal role in feeding the NADPH reductive power for both cellular proliferation and antioxidant responses. Regardless of its exploitability in the clinical setting, this metformin action might configure the ER metabolism as a potential target for innovative therapeutic strategies in patients with solid cancers and potentially modifies the current interpretative model of FDG uptake, attributing PET/CT capability to predict cancer aggressiveness to the activation of H6PD catalytic function.
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Affiliation(s)
- Cecilia Marini
- CNR Institute of Molecular Bioimaging and Physiology (IBFM), 20054 Milan, Italy;
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (M.B.); (A.M.O.)
- Correspondence: ; Tel.: +39-010-555-4812
| | - Vanessa Cossu
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy; (V.C.); (F.L.); (S.R.)
| | - Matteo Bauckneht
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (M.B.); (A.M.O.)
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy; (V.C.); (F.L.); (S.R.)
| | - Francesco Lanfranchi
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy; (V.C.); (F.L.); (S.R.)
| | - Stefano Raffa
- Department of Health Sciences, University of Genoa, 16132 Genoa, Italy; (V.C.); (F.L.); (S.R.)
| | - Anna Maria Orengo
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (M.B.); (A.M.O.)
| | - Silvia Ravera
- Department of Experimental Medicine, Human Anatomy, University of Genoa, 16132 Genoa, Italy; (S.R.); (S.B.)
| | - Silvia Bruno
- Department of Experimental Medicine, Human Anatomy, University of Genoa, 16132 Genoa, Italy; (S.R.); (S.B.)
| | - Gianmario Sambuceti
- CNR Institute of Molecular Bioimaging and Physiology (IBFM), 20054 Milan, Italy;
- IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy; (M.B.); (A.M.O.)
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16
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Villa F, Bruno S, Costa A, Li M, Russo M, Cimino J, Altieri P, Ruggeri C, Gorgun C, De Biasio P, Paladini D, Coviello D, Quarto R, Ameri P, Ghigo A, Ravera S, Tasso R, Bollini S. The Human Fetal and Adult Stem Cell Secretome Can Exert Cardioprotective Paracrine Effects against Cardiotoxicity and Oxidative Stress from Cancer Treatment. Cancers (Basel) 2021; 13:cancers13153729. [PMID: 34359631 PMCID: PMC8345068 DOI: 10.3390/cancers13153729] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 07/16/2021] [Accepted: 07/20/2021] [Indexed: 12/28/2022] Open
Abstract
Simple Summary Anthracyclines, such as doxorubicin (Dox), are an important class of chemotherapeutic drugs. However, their use is hampered by the risk of developing heart failure. The aim of this study was to assess and compare the cardioprotective effects exerted by a set of factors, collectively named secretomes, secreted by either adult or fetal human stem cells. Both secretome formulations were effective in counteracting Dox-induced apoptosis and mitochondrial impairment in cardiomyocytes and cardiac fibroblasts. In vivo experiments in a mouse model of Dox-induced cardiomyopathy (DIC) indicated that early administration of both secretomes during Dox treatment exerted beneficial long-term effects, preserving cardiac function and body mass. These findings suggest that the stem cell secretome could represent a feasible option for future paracrine cardioprotective therapy against Dox-related cardiotoxicity during cancer treatment. Abstract Cardiovascular side effects are major shortcomings of cancer treatments causing cardiotoxicity and late-onset cardiomyopathy. While doxorubicin (Dox) has been reported as an effective chemotherapy agent, unspecific impairment in cardiomyocyte mitochondria activity has been documented. We demonstrated that the human fetal amniotic fluid-stem cell (hAFS) secretome, namely the secreted paracrine factors within the hAFS-conditioned medium (hAFS-CM), exerts pro-survival effects on Dox-exposed cardiomyocytes. Here, we provide a detailed comparison of the cardioprotective potential of hAFS-CM over the secretome of mesenchymal stromal cells from adipose tissue (hMSC-CM). hAFS and hMSC were preconditioned under hypoxia to enrich their secretome. The cardioprotective effects of hAFS/hMSC-CM were evaluated on murine neonatal ventricular cardiomyocytes (mNVCM) and on their fibroblast counterpart (mNVFib), and their long-term paracrine effects were investigated in a mouse model of Dox-induced cardiomyopathy. Both secretomes significantly contributed to preserving mitochondrial metabolism within Dox-injured cardiac cells. hAFS-CM and hMSC-CM inhibited body weight loss, improved myocardial function, reduced lipid peroxidation and counteracted the impairment of mitochondrial complex I activity, oxygen consumption, and ATP synthesis induced by Dox. The hAFS and hMSC secretomes can be exploited for inhibiting cardiotoxic detrimental side effects of Dox during cancer therapy, thus ensuring cardioprotection via combinatorial paracrine therapy in association with standard oncological treatments.
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Affiliation(s)
- Federico Villa
- Cellular Oncology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (F.V.); (C.G.); (R.Q.)
| | - Silvia Bruno
- Department of Experimental Medicine (DIMES), University of Genova, 16132 Genova, Italy; (S.B.); (A.C.); (S.R.)
| | - Ambra Costa
- Department of Experimental Medicine (DIMES), University of Genova, 16132 Genova, Italy; (S.B.); (A.C.); (S.R.)
| | - Mingchuan Li
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (M.L.); (M.R.); (J.C.); (A.G.)
| | - Michele Russo
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (M.L.); (M.R.); (J.C.); (A.G.)
| | - James Cimino
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (M.L.); (M.R.); (J.C.); (A.G.)
| | - Paola Altieri
- Laboratory of Cardiovascular Biology, Department of Internal Medicine (DIMI), University of Genova, 16132 Genova, Italy; (P.A.); (C.R.); (P.A.)
| | - Clarissa Ruggeri
- Laboratory of Cardiovascular Biology, Department of Internal Medicine (DIMI), University of Genova, 16132 Genova, Italy; (P.A.); (C.R.); (P.A.)
| | - Cansu Gorgun
- Cellular Oncology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (F.V.); (C.G.); (R.Q.)
- Department of Experimental Medicine (DIMES), University of Genova, 16132 Genova, Italy; (S.B.); (A.C.); (S.R.)
| | - Pierangela De Biasio
- Unit of Prenatal Diagnosis and Perinatal Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy;
| | - Dario Paladini
- Fetal Medicine and Surgery Unit, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy;
| | - Domenico Coviello
- Human Genetics Laboratory, IRCCS Istituto Giannina Gaslini, 16147 Genova, Italy;
| | - Rodolfo Quarto
- Cellular Oncology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (F.V.); (C.G.); (R.Q.)
- Department of Experimental Medicine (DIMES), University of Genova, 16132 Genova, Italy; (S.B.); (A.C.); (S.R.)
| | - Pietro Ameri
- Laboratory of Cardiovascular Biology, Department of Internal Medicine (DIMI), University of Genova, 16132 Genova, Italy; (P.A.); (C.R.); (P.A.)
- Cardiovascular Disease Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy
| | - Alessandra Ghigo
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy; (M.L.); (M.R.); (J.C.); (A.G.)
| | - Silvia Ravera
- Department of Experimental Medicine (DIMES), University of Genova, 16132 Genova, Italy; (S.B.); (A.C.); (S.R.)
| | - Roberta Tasso
- Cellular Oncology Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (F.V.); (C.G.); (R.Q.)
- Department of Experimental Medicine (DIMES), University of Genova, 16132 Genova, Italy; (S.B.); (A.C.); (S.R.)
- Correspondence: (R.T.); (S.B.); Tel.: +39-010-555-8394 (R.T.); +39-010-555-8257 (S.B.)
| | - Sveva Bollini
- Department of Experimental Medicine (DIMES), University of Genova, 16132 Genova, Italy; (S.B.); (A.C.); (S.R.)
- Correspondence: (R.T.); (S.B.); Tel.: +39-010-555-8394 (R.T.); +39-010-555-8257 (S.B.)
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17
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Pastorino S, Baldassari S, Ailuno G, Zuccari G, Drava G, Petretto A, Cossu V, Marini C, Alfei S, Florio T, Sambuceti G, Caviglioli G. Two Novel PET Radiopharmaceuticals for Endothelial Vascular Cell Adhesion Molecule-1 (VCAM-1) Targeting. Pharmaceutics 2021; 13:1025. [PMID: 34371717 PMCID: PMC8309178 DOI: 10.3390/pharmaceutics13071025] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 06/24/2021] [Accepted: 07/02/2021] [Indexed: 01/17/2023] Open
Abstract
Atherosclerosis is a chronic progressive disease involving inflammatory events, such as the overexpression of adhesion molecules including the endothelial Vascular Cell Adhesion Molecule-1 (VCAM-1). VCAM-1 is rapidly overexpressed in the first stages of atherosclerosis, thus representing a promising target for early atheroma detection. Two novel Positron Emission Tomography (PET) radiopharmaceuticals (MacroP and NAMP), based on the VCAM-1-binding peptide having sequence VHPKQHRGGSKGC, were synthesized and characterized. MacroP is derived from the direct conjugation of a DOTA derivative with the peptide, while NAMP is a biotin derivative conceived to be employed in a three-step pretargeting system, involving the use of a double-chelating derivative of DOTA. The identity of the newly synthesized radiopharmaceuticals was confirmed by mass spectrometry and, after radiolabeling with 68Ga, both showed high radiochemical purity; in vitro tests on human umbilical vein endothelial cells evidenced their VCAM-1 binding ability, with higher radioactive uptake in the case of NAMP. Moreover, NAMP might also be employed in a theranostic approach in association with functionalized biotinylated nanoparticles.
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Affiliation(s)
- Sara Pastorino
- Nuclear Medicine Unit, S. Andrea Hospital, via Vittorio Veneto 197, 19124 La Spezia, Italy;
| | - Sara Baldassari
- Department of Pharmacy, University of Genova, viale Cembrano 4, 16148 Genova, Italy; (S.B.); (G.A.); (G.Z.); (G.D.); (S.A.)
| | - Giorgia Ailuno
- Department of Pharmacy, University of Genova, viale Cembrano 4, 16148 Genova, Italy; (S.B.); (G.A.); (G.Z.); (G.D.); (S.A.)
| | - Guendalina Zuccari
- Department of Pharmacy, University of Genova, viale Cembrano 4, 16148 Genova, Italy; (S.B.); (G.A.); (G.Z.); (G.D.); (S.A.)
| | - Giuliana Drava
- Department of Pharmacy, University of Genova, viale Cembrano 4, 16148 Genova, Italy; (S.B.); (G.A.); (G.Z.); (G.D.); (S.A.)
| | - Andrea Petretto
- Core Facilities-Clinical Proteomics and Metabolomics, IRCCS Istituto Giannina Gaslini, via Gerolamo Gaslini 5, 16147 Genova, Italy;
| | - Vanessa Cossu
- Department of Health Science, University of Genova—Nuclear Medicine Unit, via A. Pastore 1, 16132 Genova, Italy; (V.C.); (C.M.); (G.S.)
- IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy;
| | - Cecilia Marini
- Department of Health Science, University of Genova—Nuclear Medicine Unit, via A. Pastore 1, 16132 Genova, Italy; (V.C.); (C.M.); (G.S.)
- IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy;
- CNR Institute of Bioimages and Molecular Physiology, via Fratelli Cervi 93, 20090 Segrate, Italy
| | - Silvana Alfei
- Department of Pharmacy, University of Genova, viale Cembrano 4, 16148 Genova, Italy; (S.B.); (G.A.); (G.Z.); (G.D.); (S.A.)
| | - Tullio Florio
- IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy;
- Department of Internal Medicine, University of Genova, viale Benedetto XV 2, 16136 Genova, Italy
| | - Gianmario Sambuceti
- Department of Health Science, University of Genova—Nuclear Medicine Unit, via A. Pastore 1, 16132 Genova, Italy; (V.C.); (C.M.); (G.S.)
- IRCCS Ospedale Policlinico San Martino, Largo R. Benzi 10, 16132 Genova, Italy;
| | - Gabriele Caviglioli
- Department of Pharmacy, University of Genova, viale Cembrano 4, 16148 Genova, Italy; (S.B.); (G.A.); (G.Z.); (G.D.); (S.A.)
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18
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Sommariva S, Scussolini M, Cossu V, Marini C, Sambuceti G, Caviglia G, Piana M. The role of endoplasmic reticulum in in vivo cancer FDG kinetics. PLoS One 2021; 16:e0252422. [PMID: 34061902 PMCID: PMC8168898 DOI: 10.1371/journal.pone.0252422] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Accepted: 05/17/2021] [Indexed: 11/18/2022] Open
Abstract
A recent result obtained by means of an in vitro experiment with cancer cultured cells has configured the endoplasmic reticulum as the preferential site for the accumulation of 2-deoxy-2-[18F]fluoro-D-glucose (FDG). Such a result is coherent with cell biochemistry and is made more significant by the fact that the reticular accumulation rate of FDG is dependent upon extracellular glucose availability. The objective of the present paper is to confirm in vivo the result obtained in vitro concerning the crucial role played by the endoplasmic reticulum in FDG cancer metabolism. This study utilizes data acquired by means of a Positron Emission Tomography scanner for small animals in the case of CT26 models of cancer tissues. The recorded concentration images are interpreted within the framework of a three-compartment model for FDG kinetics, which explicitly assumes that the endoplasmic reticulum is the dephosphorylation site for FDG in cancer cells. The numerical reduction of the compartmental model is performed by means of a regularized Gauss-Newton algorithm for numerical optimization. This analysis shows that the proposed three-compartment model equals the performance of a standard Sokoloff’s two-compartment system in fitting the data. However, it provides estimates of some of the parameters, such as the phosphorylation rate of FDG, more consistent with prior biochemical information. These results are made more solid from a computational viewpoint by proving the identifiability and by performing a sensitivity analysis of the proposed compartment model.
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Affiliation(s)
- Sara Sommariva
- Dipartimento di Matematica, Università di Genova, Genova, Italy
| | - Mara Scussolini
- Dipartimento di Matematica, Università di Genova, Genova, Italy
| | - Vanessa Cossu
- Dipartimento di Medicina Nucleare, Policlinico San Martino IRCCS, Genova, Italy
| | | | - Gianmario Sambuceti
- Dipartimento di Medicina Nucleare, Policlinico San Martino IRCCS, Genova, Italy
- Dipartimento di Scienze della Salute, Università di Genova, Genova, Italy
| | | | - Michele Piana
- Dipartimento di Matematica, Università di Genova, Genova, Italy
- CNR - SPIN, Genova, Italy
- * E-mail:
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19
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Sambuceti G, Cossu V, Bauckneht M, Morbelli S, Orengo A, Carta S, Ravera S, Bruno S, Marini C. 18F-fluoro-2-deoxy-d-glucose (FDG) uptake. What are we looking at? Eur J Nucl Med Mol Imaging 2021; 48:1278-1286. [PMID: 33864142 DOI: 10.1007/s00259-021-05368-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Gianmario Sambuceti
- IRCCS Ospedale Policlinico San Martino, Nuclear Medicine, Largo Rosanna Benzi 10, 16132, Genoa, Italy. .,CNR Institute of Molecular Bioimaging and Physiology (IBFM), Milan, Italy.
| | - Vanessa Cossu
- Department of Health Sciences, University of Genoa, Genoa, Italy
| | - Matteo Bauckneht
- IRCCS Ospedale Policlinico San Martino, Nuclear Medicine, Largo Rosanna Benzi 10, 16132, Genoa, Italy
| | - Silvia Morbelli
- IRCCS Ospedale Policlinico San Martino, Nuclear Medicine, Largo Rosanna Benzi 10, 16132, Genoa, Italy.,Department of Health Sciences, University of Genoa, Genoa, Italy
| | - AnnaMaria Orengo
- IRCCS Ospedale Policlinico San Martino, Nuclear Medicine, Largo Rosanna Benzi 10, 16132, Genoa, Italy
| | - Sonia Carta
- IRCCS Ospedale Policlinico San Martino, Nuclear Medicine, Largo Rosanna Benzi 10, 16132, Genoa, Italy
| | - Silvia Ravera
- Department of Experimental Medicine, Human Anatomy, University of Genoa, Genoa, Italy
| | - Silvia Bruno
- Department of Experimental Medicine, Human Anatomy, University of Genoa, Genoa, Italy
| | - Cecilia Marini
- IRCCS Ospedale Policlinico San Martino, Nuclear Medicine, Largo Rosanna Benzi 10, 16132, Genoa, Italy.,CNR Institute of Molecular Bioimaging and Physiology (IBFM), Milan, Italy
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20
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Miceli A, Cossu V, Marini C, Castellani P, Raffa S, Donegani MI, Bruno S, Ravera S, Emionite L, Orengo AM, Grillo F, Nobili F, Morbelli S, Uccelli A, Sambuceti G, Bauckneht M. 18F-Fluorodeoxyglucose Positron Emission Tomography Tracks the Heterogeneous Brain Susceptibility to the Hyperglycemia-Related Redox Stress. Int J Mol Sci 2020; 21:ijms21218154. [PMID: 33142766 PMCID: PMC7672601 DOI: 10.3390/ijms21218154] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 10/21/2020] [Accepted: 10/28/2020] [Indexed: 12/16/2022] Open
Abstract
In cognitively normal patients, mild hyperglycemia selectively decreases 18F-Fluorodeoxyglucose (FDG) uptake in the posterior brain, reproducing Alzheimer disease pattern, hampering the diagnostic accuracy of this widely used tool. This phenomenon might involve either a heterogeneous response of glucose metabolism or a different sensitivity to hyperglycemia-related redox stress. Indeed, previous studies reported a close link between FDG uptake and activation of a specific pentose phosphate pathway (PPP), triggered by hexose-6P-dehydrogenase (H6PD) and contributing to fuel NADPH-dependent antioxidant responses in the endoplasmic reticulum (ER). To clarify this issue, dynamic positron emission tomography was performed in 40 BALB/c mice four weeks after administration of saline (n = 17) or 150 mg/kg streptozotocin (n = 23, STZ). Imaging data were compared with biochemical and histological indexes of glucose metabolism and redox balance. Cortical FDG uptake was homogeneous in controls, while it was selectively decreased in the posterior brain of STZ mice. This difference was independent of the activity of enzymes regulating glycolysis and cytosolic PPP, while it was paralleled by a decreased H6PD catalytic function and enhanced indexes of oxidative damage. Thus, the relative decrease in FDG uptake of the posterior brain reflects a lower activation of ER-PPP in response to hyperglycemia-related redox stress in these areas.
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Affiliation(s)
- Alberto Miceli
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy; (A.M.); (V.C.); (S.R.); (M.I.D.); (S.M.); (G.S.)
| | - Vanessa Cossu
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy; (A.M.); (V.C.); (S.R.); (M.I.D.); (S.M.); (G.S.)
| | - Cecilia Marini
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (C.M.); (A.M.O.)
- CNR Institute of Molecular Bioimaging and Physiology (IBFM), 20090 Milano, Italy
| | | | - Stefano Raffa
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy; (A.M.); (V.C.); (S.R.); (M.I.D.); (S.M.); (G.S.)
| | - Maria Isabella Donegani
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy; (A.M.); (V.C.); (S.R.); (M.I.D.); (S.M.); (G.S.)
| | - Silvia Bruno
- Department of Experimental Medicine, Human Anatomy, University of Genoa, Genova 16132, Italy; (S.B.); (S.R.)
| | - Silvia Ravera
- Department of Experimental Medicine, Human Anatomy, University of Genoa, Genova 16132, Italy; (S.B.); (S.R.)
| | - Laura Emionite
- Animal Facility, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy;
| | - Anna Maria Orengo
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (C.M.); (A.M.O.)
| | - Federica Grillo
- Department of Surgical Sciences and Integrated Diagnostics, Pathology Unit, University of Genoa, 16132 Genova, Italy;
| | - Flavio Nobili
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, Center of Excellence for Biomedical Research, University of Genoa, 16132 Genoa, Italy; (F.N.); (A.U.)
- Clinical Neurology, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Silvia Morbelli
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy; (A.M.); (V.C.); (S.R.); (M.I.D.); (S.M.); (G.S.)
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (C.M.); (A.M.O.)
| | - Antonio Uccelli
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, Center of Excellence for Biomedical Research, University of Genoa, 16132 Genoa, Italy; (F.N.); (A.U.)
- Clinical Neurology, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - Gianmario Sambuceti
- Department of Health Sciences, University of Genoa, 16132 Genova, Italy; (A.M.); (V.C.); (S.R.); (M.I.D.); (S.M.); (G.S.)
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (C.M.); (A.M.O.)
| | - Matteo Bauckneht
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, 16132 Genova, Italy; (C.M.); (A.M.O.)
- Correspondence:
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21
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Bale G, Mitra S, Tachtsidis I. Metabolic brain measurements in the newborn: Advances in optical technologies. Physiol Rep 2020; 8:e14548. [PMID: 32889790 PMCID: PMC7507543 DOI: 10.14814/phy2.14548] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 07/27/2020] [Accepted: 07/28/2020] [Indexed: 01/12/2023] Open
Abstract
Neonatal monitoring in neonatal intensive care is pushing the technological boundaries of newborn brain monitoring in order to improve patient outcome. There is an urgent need of a cot side, real time monitoring for assessment of brain injury severity and neurodevelopmental outcome, in particular for term newborn infants with hypoxic-ischemic brain injury. This topical review discusses why brain tissue metabolic monitoring is important in this group of infants and introduces the currently used neuromonitoring techniques for metabolic monitoring in the neonatal intensive care unit (NICU). New optical techniques that can monitor changes in brain metabolism together with brain hemodynamics at the cot side are presented. Early studies from these emerging technologies have demonstrated their potential to deliver continuous information regarding cerebral physiological changes in sick newborn infants in real time. The promises of these new tools as well as their potential limitations are discussed.
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Affiliation(s)
- Gemma Bale
- Medical Physics and Biomedical EngineeringUniversity College LondonLondonUK
| | - Subhabrata Mitra
- Neonatology, EGA Institute for Women's HealthUniversity College LondonLondonUK
| | - Ilias Tachtsidis
- Medical Physics and Biomedical EngineeringUniversity College LondonLondonUK
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22
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Marini C, Cossu V, Bonifacino T, Bauckneht M, Torazza C, Bruno S, Castellani P, Ravera S, Milanese M, Venturi C, Carlone S, Piccioli P, Emionite L, Morbelli S, Orengo AM, Donegani MI, Miceli A, Raffa S, Marra S, Signori A, Cortese K, Grillo F, Fiocca R, Bonanno G, Sambuceti G. Mechanisms underlying the predictive power of high skeletal muscle uptake of FDG in amyotrophic lateral sclerosis. EJNMMI Res 2020; 10:76. [PMID: 32638178 PMCID: PMC7340686 DOI: 10.1186/s13550-020-00666-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 06/25/2020] [Indexed: 02/06/2023] Open
Abstract
Background We recently reported that enhanced [18F]-fluorodeoxyglucose (FDG) uptake in skeletal muscles predicts disease aggressiveness in patients with amyotrophic lateral sclerosis (ALS). The present experimental study aimed to assess whether this predictive potential reflects the link between FDG uptake and redox stress that has been previously reported in different tissues and disease models. Methods The study included 15 SOD1G93A mice (as experimental ALS model) and 15 wildtype mice (around 120 days old). Mice were submitted to micro-PET imaging. Enzymatic pathways and response to oxidative stress were evaluated in harvested quadriceps and hearts by biochemical, immunohistochemical, and immunofluorescence analysis. Colocalization between the endoplasmic reticulum (ER) and the fluorescent FDG analog 2-[N-(7-nitrobenz-2-oxa-1,3-diazol-4-yl)amino]-2-deoxyglucose (2-NBDG) was performed in fresh skeletal muscle sections. Finally, mitochondrial ultrastructure and bioenergetics were evaluated in harvested quadriceps and hearts. Results FDG retention was significantly higher in hindlimb skeletal muscles of symptomatic SOD1G93A mice with respect to control ones. This difference was not explained by any acceleration in glucose degradation through glycolysis or cytosolic pentose phosphate pathway (PPP). Similarly, it was independent of inflammatory infiltration. Rather, the high FDG retention in SOD1G93A skeletal muscle was associated with an accelerated generation of reactive oxygen species. This redox stress selectively involved the ER and the local PPP triggered by hexose-6P-dehydrogenase. ER involvement was confirmed by the colocalization of the 2-NBDG with a vital ER tracker. The oxidative damage in transgenic skeletal muscle was associated with a severe impairment in the crosstalk between ER and mitochondria combined with alterations in mitochondrial ultrastructure and fusion/fission balance. The expected respiratory damage was confirmed by a deceleration in ATP synthesis and oxygen consumption rate. These same abnormalities were represented to a markedly lower degree in the myocardium, as a sample of non-voluntary striated muscle. Conclusion Skeletal muscle of SOD1G93A mice reproduces the increased FDG uptake observed in ALS patients. This finding reflects the selective activation of the ER-PPP in response to significant redox stress associated with alterations of mitochondrial ultrastructure, networking, and connection with the ER itself. This scenario is less severe in cardiomyocytes suggesting a relevant role for either communication with synaptic plaque or contraction dynamics.
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Affiliation(s)
- Cecilia Marini
- CNR Institute of Molecular Bioimaging and Physiology (IBFM), Milano, Italy. .,Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132, Genova, Italy.
| | - Vanessa Cossu
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132, Genova, Italy.,Department of Health Sciences, University of Genoa, Genova, Italy
| | - Tiziana Bonifacino
- Department of Pharmacy, Section of Pharmacology and Toxicology and Center of Excellence for Biomedical Research, University of Genoa, Genova, Italy
| | - Matteo Bauckneht
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132, Genova, Italy.,Department of Health Sciences, University of Genoa, Genova, Italy
| | - Carola Torazza
- Department of Pharmacy, Section of Pharmacology and Toxicology and Center of Excellence for Biomedical Research, University of Genoa, Genova, Italy
| | - Silvia Bruno
- Department of Experimental Medicine, Human Anatomy, University of Genoa, Genova, Italy
| | | | - Silvia Ravera
- Department of Experimental Medicine, Human Anatomy, University of Genoa, Genova, Italy
| | - Marco Milanese
- Department of Pharmacy, Section of Pharmacology and Toxicology and Center of Excellence for Biomedical Research, University of Genoa, Genova, Italy
| | - Consuelo Venturi
- Department of Experimental Medicine, Human Anatomy, University of Genoa, Genova, Italy
| | | | | | - Laura Emionite
- Animal Facility, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Silvia Morbelli
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132, Genova, Italy.,Department of Health Sciences, University of Genoa, Genova, Italy
| | - Anna Maria Orengo
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132, Genova, Italy
| | | | - Alberto Miceli
- Department of Health Sciences, University of Genoa, Genova, Italy
| | - Stefano Raffa
- Department of Health Sciences, University of Genoa, Genova, Italy
| | - Stefano Marra
- Department of Health Sciences, University of Genoa, Genova, Italy
| | - Alessio Signori
- Department of Health Sciences, University of Genoa, Genova, Italy
| | - Katia Cortese
- Department of Experimental Medicine, Human Anatomy, University of Genoa, Genova, Italy
| | - Federica Grillo
- Department of Surgical Sciences and Integrated Diagnostics, Pathology Unit, University of Genoa, Genova, Italy
| | - Roberto Fiocca
- Department of Surgical Sciences and Integrated Diagnostics, Pathology Unit, University of Genoa, Genova, Italy
| | - Giambattista Bonanno
- Department of Pharmacy, Section of Pharmacology and Toxicology and Center of Excellence for Biomedical Research, University of Genoa, Genova, Italy.,Pharmacology and Toxicology, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Gianmario Sambuceti
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132, Genova, Italy.,Department of Health Sciences, University of Genoa, Genova, Italy
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23
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Cossu V, Bauckneht M, Bruno S, Orengo AM, Emionite L, Balza E, Castellani P, Piccioli P, Miceli A, Raffa S, Borra A, Donegani MI, Carlone S, Morbelli S, Ravera S, Sambuceti G, Marini C. The Elusive Link Between Cancer FDG Uptake and Glycolytic Flux Explains the Preserved Diagnostic Accuracy of PET/CT in Diabetes. Transl Oncol 2020; 13:100752. [PMID: 32302773 PMCID: PMC7163080 DOI: 10.1016/j.tranon.2020.100752] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Revised: 02/05/2020] [Accepted: 02/26/2020] [Indexed: 01/21/2023] Open
Abstract
This study aims to verify in experimental models of hyperglycemia induced by streptozotocin (STZ-DM) to what degree the high competition between unlabeled glucose and metformin (MET) treatment might affect the accuracy of cancer FDG imaging. The study included 36 “control” and 36 “STZ-DM” Balb/c mice, undergoing intraperitoneal injection of saline or streptozotocin, respectively. Two-weeks later, mice were subcutaneously implanted with breast (4 T1) or colon (CT26) cancer cells and subdivided in three subgroups for treatment with water or with MET at 10 or 750 mg/Kg/day. Two weeks after, mice were submitted to micro-PET imaging. Enzymatic pathways and response to oxidative stress were evaluated in harvested tumors. Finally, competition by glucose, 2-deoxyglucose (2DG) and the fluorescent analog 2-[N-(7-nitrobenz-2-oxa-1,3-diazol-4-yl)amino]-2-deoxyglucose (2-NBDG) on FDG uptake was studied in 4 T1 and CT26 cultured cells. STZ-DM slightly decreased cancer volume and FDG uptake rate (MRF). More importantly, it also abolished MET capability to decelerate lesion growth and MRF. This metabolic reprogramming closely agreed with the activity of hexose-6-phosphate dehydrogenase within the endoplasmic reticulum. Finally, co-incubation with 2DG virtually abolished FDG and 2-NBDG uptake within the endoplasmic reticulum in cultured cells. These data challenge the current dogma linking FDG uptake to glycolytic flux and introduce a new model to explain the relation between glucose analogue uptake and hexoses reticular metabolism. This selective fate of FDG contributes to the preserved sensitivity of PET imaging in oncology even in chronic moderate hyperglycemic conditions.
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Affiliation(s)
- Vanessa Cossu
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Health Sciences, University of Genoa, Italy
| | - Matteo Bauckneht
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Health Sciences, University of Genoa, Italy
| | - Silvia Bruno
- Department Experimental Medicine, University of Genoa, Italy
| | - Anna Maria Orengo
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Laura Emionite
- Animal Facility, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Enrica Balza
- Cell Biology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | | | - Patrizia Piccioli
- Cell Biology Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Alberto Miceli
- Department of Health Sciences, University of Genoa, Italy
| | - Stefano Raffa
- Department of Health Sciences, University of Genoa, Italy
| | - Anna Borra
- Department of Health Sciences, University of Genoa, Italy
| | | | | | - Silvia Morbelli
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Silvia Ravera
- Department Experimental Medicine, University of Genoa, Italy
| | - Gianmario Sambuceti
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy; Department of Health Sciences, University of Genoa, Italy
| | - Cecilia Marini
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Genova, Italy; CNR Institute of Molecular Bioimaging and Physiology (IBFM), Milan, Italy.
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24
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Bauckneht M, Lai R, Miceli A, Schenone D, Cossu V, Donegani MI, Raffa S, Borra A, Marra S, Campi C, Orengo A, Massone AM, Tagliafico A, Caponnetto C, Cabona C, Cistaro A, Chiò A, Morbelli S, Nobili F, Sambuceti G, Piana M, Marini C. Spinal cord hypermetabolism extends to skeletal muscle in amyotrophic lateral sclerosis: a computational approach to [18F]-fluorodeoxyglucose PET/CT images. EJNMMI Res 2020; 10:23. [PMID: 32201914 PMCID: PMC7085992 DOI: 10.1186/s13550-020-0607-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 02/10/2020] [Indexed: 12/11/2022] Open
Abstract
PURPOSE Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease leading to neuromuscular palsy and death. We propose a computational approach to [18F]-fluorodeoxyglucose (FDG) PET/CT images to analyze the structure and metabolic pattern of skeletal muscle in ALS and its relationship with disease aggressiveness. MATERIALS AND METHODS A computational 3D method was used to extract whole psoas muscle's volumes and average attenuation coefficient (AAC) from CT images obtained by FDG PET/CT performed in 62 ALS patients and healthy controls. Psoas average standardized uptake value (normalized on the liver, N-SUV) and its distribution heterogeneity (defined as N-SUV variation coefficient, VC-SUV) were also extracted. Spinal cord and brain motor cortex FDG uptake were also estimated. RESULTS As previously described, FDG uptake was significantly higher in the spinal cord and lower in the brain motor cortex, in ALS compared to controls. While psoas AAC was similar in patients and controls, in ALS a significant reduction in psoas volume (3.6 ± 1.02 vs 4.12 ± 1.33 mL/kg; p < 0.01) and increase in psoas N-SUV (0.45 ± 0.19 vs 0.29 ± 0.09; p < 0.001) were observed. Higher heterogeneity of psoas FDG uptake was also documented in ALS (VC-SUV 8 ± 4%, vs 5 ± 2%, respectively, p < 0.001) and significantly predicted overall survival at Kaplan-Meier analysis. VC-SUV prognostic power was confirmed by univariate analysis, while the multivariate Cox regression model identified the spinal cord metabolic activation as the only independent prognostic biomarker. CONCLUSION The present data suggest the existence of a common mechanism contributing to disease progression through the metabolic impairment of both second motor neuron and its effector.
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Affiliation(s)
- Matteo Bauckneht
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
| | - Rita Lai
- Department of Mathematics (DIMA), University of Genoa, Genoa, Italy
| | - Alberto Miceli
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Daniela Schenone
- Department of Mathematics (DIMA), University of Genoa, Genoa, Italy
| | - Vanessa Cossu
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | | | - Stefano Raffa
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Anna Borra
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Stefano Marra
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Cristina Campi
- Department of Medicine-DIMED, Padova University Hospital, Padua, Italy
| | - Annamaria Orengo
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | | | - Alberto Tagliafico
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Claudia Caponnetto
- Neurology Clinic, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
| | - Corrado Cabona
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
| | | | - Adriano Chiò
- ALS Center, Rita Levi Montalcini Department of Neuroscience, University of Turin, Turin, Italy.,AUO Città della Salute e della Scienza, Turin, Italy
| | - Silvia Morbelli
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Flavio Nobili
- Neurology Clinic, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Genoa, Italy
| | - Gianmario Sambuceti
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | - Michele Piana
- Department of Mathematics (DIMA), University of Genoa, Genoa, Italy
| | - Cecilia Marini
- Nuclear Medicine Unit, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.,CNR Institute of Molecular Bioimaging and Physiology (IBFM), Segrate (MI), Italy
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25
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FDG-PET Imaging of Doxorubicin-Induced Cardiotoxicity: a New Window on an Old Problem. CURRENT CARDIOVASCULAR IMAGING REPORTS 2019. [DOI: 10.1007/s12410-019-9517-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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26
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Bauckneht M, Cossu V, Castellani P, Piccioli P, Orengo AM, Emionite L, Di Giulio F, Donegani MI, Miceli A, Raffa S, Borra A, Capitanio S, Morbelli S, Caviglia G, Bruno S, Ravera S, Maggi D, Sambuceti G, Marini C. FDG uptake tracks the oxidative damage in diabetic skeletal muscle: An experimental study. Mol Metab 2019; 31:98-108. [PMID: 31918925 PMCID: PMC6920267 DOI: 10.1016/j.molmet.2019.11.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 10/29/2019] [Accepted: 11/03/2019] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVES The present study aims to verify the relationship between glucose consumption and uptake of 18F-2-deoxy-glucose (FDG) in the skeletal muscle (SM) of experimental models of streptozotocin-induced diabetes mellitus (STZ-DM). METHODS The study included 36 Balb/c mice. Two weeks after intraperitoneal administration of saline (control group, n = 18) or 150 mg streptozotocin (STZ-DM group, n = 18), the two cohorts were submitted to an oral glucose tolerance test and were further subdivided into three groups (n = 6 each): untreated and treated with metformin (MTF) at low or high doses (10 or 750 mg/kg daily, respectively). Two weeks thereafter, all mice were submitted to dynamic micro-positron emission tomography (PET) imaging after prolonged fasting. After sacrifice, enzymatic pathways and response to oxidative stress were evaluated in harvested SM. RESULTS On PET imaging, the FDG uptake rate in hindlimb SM was significantly lower in nondiabetic mice as compared with STZ-DM-untreated mice. MTF had no significant effect on SM FDG uptake in untreated mice; however, its high dose induced a significant decrease in STZ-DM animals. Upon conventional analysis, the SM standard uptake value was higher in STZ-DM mice, while MTF was virtually ineffective in either control or STZ-DM models. This metabolic reprogramming was not explained by any change in cytosolic glucose metabolism. By contrast, it closely agreed with the catalytic function of hexose-6P-dehydrogenase (H6PD; i.e., the trigger of a specific pentose phosphate pathway selectively located within the endoplasmic reticulum). In agreement with this role, the H6PD enzymatic response to both STZ-DM and MTF matched the activation of the NADPH-dependent antioxidant responses to the increased generation of reactive oxygen species caused by chronic hyperglycemia. Ex vivo analysis of tracer kinetics confirmed that the enhanced SM avidity for FDG occurred despite a significant reduction in glucose consumption, while it was associated with increased radioactivity transfer to the endoplasmic reticulum. CONCLUSIONS These data challenge the current dogma linking FDG uptake to the glycolytic rate. They instead introduce a new model considering a strict link between the uptake of this glucose analog, H6PD reticular activity, and oxidative damage in diabetes, at least under fasting condition.
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Affiliation(s)
- Matteo Bauckneht
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy; Department of Health Sciences, University of Genoa, Via Pastore 1, 16132 Genoa, Italy
| | - Vanessa Cossu
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy; Department of Health Sciences, University of Genoa, Via Pastore 1, 16132 Genoa, Italy
| | - Patrizia Castellani
- Cell Biology Unit, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy
| | - Patrizia Piccioli
- Cell Biology Unit, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy
| | - Anna Maria Orengo
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy
| | - Laura Emionite
- Animal Facility, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy
| | - Francesco Di Giulio
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy
| | | | - Alberto Miceli
- Department of Health Sciences, University of Genoa, Via Pastore 1, 16132 Genoa, Italy
| | - Stefano Raffa
- Department of Health Sciences, University of Genoa, Via Pastore 1, 16132 Genoa, Italy
| | - Anna Borra
- Department of Health Sciences, University of Genoa, Via Pastore 1, 16132 Genoa, Italy
| | - Selene Capitanio
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy
| | - Silvia Morbelli
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy; Department of Health Sciences, University of Genoa, Via Pastore 1, 16132 Genoa, Italy
| | - Giacomo Caviglia
- Department Experimental Medicine, University of Genoa, Len Battista Alberti 2, 16132 Genoa, Italy
| | - Silvia Bruno
- Department of Internal Medicine, University of Genoa, Viale Benedetto XV 6, 16132 Genoa, Italy
| | - Silvia Ravera
- Department of Internal Medicine, University of Genoa, Viale Benedetto XV 6, 16132 Genoa, Italy
| | - Davide Maggi
- Diabetes Unit, IRCCS Ospedale Policlinico San Martino Genoa, Largo Benzi 10, 16132 Genoa, Italy; Department of Mathematics (DIMA), University of Genoa, Via Dodecaneso 35, 16146 Genoa, Italy
| | - Gianmario Sambuceti
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy; Department of Health Sciences, University of Genoa, Via Pastore 1, 16132 Genoa, Italy
| | - Cecilia Marini
- Nuclear Medicine, IRCCS Ospedale Policlinico San Martino, Largo Benzi 10, 16132 Genoa, Italy; CNR Institute of Molecular Bioimaging and Physiology (IBFM), Via Fratelli Cervi 93, 20090 Segrate (MI), Italy.
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