1
|
Juengling FD, Valenta-Schindler I, Chirindel A. Optimized FDG-PET/MRI protocol reveals metabolic predictors of long-term survival in pancreatic cancer patients. Front Oncol 2024; 14:1448444. [PMID: 39664196 PMCID: PMC11631700 DOI: 10.3389/fonc.2024.1448444] [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: 06/13/2024] [Accepted: 10/25/2024] [Indexed: 12/13/2024] Open
Abstract
Purpose To optimize and assess an abbreviated dual time-point 18-Fluor-Deoxyglucose (FDG)-Positron Emission Tomography (PET)/Magnetic Resonance Imaging (MRI) protocol for predicting patient outcomes in pancreatic cancer. Methods 70 patients (47 pancreatic cancer, 23 chronic pancreatitis) underwent hybrid PET/MRI with dual time-point PET/CT at 60 and 84 minutes post-injection. Metabolic indices (MI) were calculated from Standardized Uptake Value (SUV) changes (SUVmin, SUVmean and SUVmax). Multivariate analysis was performed on PET, MRI, laboratory, and histologic data. Top predictors were used for survival analysis. Results MI SUVmax, thresholded at 11%, was the best outcome predictor, distinguishing high-risk (2year (2y)-Overall Survival (OAS) 32%, 5y-OAS 14%, 10y-OAS 8%) and low-risk groups (2y-OAS 76%, 5y-OAS 32%, 10y-OAS 23%). Tumor size, CBD obstruction, and infiltrative disease had lower predictive value. Conclusions Metabolic indices from abbreviated dual time-point FDG-PET/MRI can differentiate pancreatic malignancy from pancreatitis and predict outcomes, outperforming other indices. This protocol offers a valuable diagnostic tool for characterizing pancreatic lesions and predicting outcomes based on imaging criteria.
Collapse
Affiliation(s)
- Freimut D. Juengling
- Department of Oncology, Cross Cancer Institute, University of Alberta, Edmonton, AB, Canada
- Medical Faculty, University Bern, Bern, Switzerland
| | - Ines Valenta-Schindler
- Department of Nuclear Medicine, University Washington at St. Louis, St. Louis, MO, United States
| | - Alin Chirindel
- Department of Nuclear Medicine, University Hospital Basel, Basel, Switzerland
| |
Collapse
|
2
|
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.
Collapse
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
| |
Collapse
|
3
|
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.
Collapse
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
| |
Collapse
|
4
|
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.
Collapse
|
5
|
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.
Collapse
|
6
|
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.
Collapse
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
| |
Collapse
|
7
|
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.
Collapse
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.)
| |
Collapse
|
8
|
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.
Collapse
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:
| |
Collapse
|
9
|
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.
Collapse
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
| |
Collapse
|