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Papadopoulou MT, Panagopoulou P, Paramera E, Pechlivanis A, Virgiliou C, Papakonstantinou E, Palabougiouki M, Ioannidou M, Vasileiou E, Tragiannidis A, Papakonstantinou E, Theodoridis G, Hatzipantelis E, Evangeliou A. Metabolic Fingerprint in Childhood Acute Lymphoblastic Leukemia. Diagnostics (Basel) 2024; 14:682. [PMID: 38611595 PMCID: PMC11011894 DOI: 10.3390/diagnostics14070682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 03/11/2024] [Accepted: 03/18/2024] [Indexed: 04/14/2024] Open
Abstract
INTRODUCTION Acute lymphoblastic leukemia (ALL) is the most prevalent childhood malignancy. Despite high cure rates, several questions remain regarding predisposition, response to treatment, and prognosis of the disease. The role of intermediary metabolism in the individualized mechanistic pathways of the disease is unclear. We have hypothesized that children with any (sub)type of ALL have a distinct metabolomic fingerprint at diagnosis when compared: (i) to a control group; (ii) to children with a different (sub)type of ALL; (iii) to the end of the induction treatment. MATERIALS AND METHODS In this prospective case-control study (NCT03035344), plasma and urinary metabolites were analyzed in 34 children with ALL before the beginning (D0) and at the end of the induction treatment (D33). Their metabolic fingerprint was defined by targeted analysis of 106 metabolites and compared to that of an equal number of matched controls. Multivariate and univariate statistical analyses were performed using SIMCAP and scripts under the R programming language. RESULTS Metabolomic analysis showed distinct changes in patients with ALL compared to controls on both D0 and D33. The metabolomic fingerprint within the patient group differed significantly between common B-ALL and pre-B ALL and between D0 and D33, reflecting the effect of treatment. We have further identified the major components of this metabolic dysregulation, indicating shifts in fatty acid synthesis, transfer and oxidation, in amino acid and glycerophospholipid metabolism, and in the glutaminolysis/TCA cycle. CONCLUSIONS The disease type and time point-specific metabolic alterations observed in pediatric ALL are of particular interest as they may offer potential for the discovery of new prognostic biomarkers and therapeutic targets.
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Affiliation(s)
- Maria T. Papadopoulou
- 4th Pediatric Department, Papageorgiou General Hospital, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Ring Road, Nea Efkarpia, 56403 Thessaloniki, Greece; (P.P.); (A.E.)
- Woman-Mother-Child Hospital, University Hospitals of Lyon, 69500 Bron, France
| | - Paraskevi Panagopoulou
- 4th Pediatric Department, Papageorgiou General Hospital, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Ring Road, Nea Efkarpia, 56403 Thessaloniki, Greece; (P.P.); (A.E.)
| | | | - Alexandros Pechlivanis
- Department of Chemistry, Aristotle University of Thessaloniki, 54635 Thessaloniki, Greece; (A.P.)
- BIOMIC_Auth, Center for Interdisciplinary Research of the Aristotle University of Thessaloniki (CIRI), Balkan Center, 10th Km Thessaloniki-Thermi Rd, P.O. Box 8318, 57001 Thessaloniki, Greece
| | - Christina Virgiliou
- BIOMIC_Auth, Center for Interdisciplinary Research of the Aristotle University of Thessaloniki (CIRI), Balkan Center, 10th Km Thessaloniki-Thermi Rd, P.O. Box 8318, 57001 Thessaloniki, Greece
- Analytical Chemistry Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | | | - Maria Palabougiouki
- Pediatric & Adolescents Hematology-Oncology Unit, 2nd Pediatric Department, AHEPA Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (M.P.); (M.I.); (A.T.); (E.H.)
| | - Maria Ioannidou
- Pediatric & Adolescents Hematology-Oncology Unit, 2nd Pediatric Department, AHEPA Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (M.P.); (M.I.); (A.T.); (E.H.)
| | - Eleni Vasileiou
- Pediatric & Adolescents Hematology-Oncology Unit, 2nd Pediatric Department, AHEPA Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (M.P.); (M.I.); (A.T.); (E.H.)
| | - Athanasios Tragiannidis
- Pediatric & Adolescents Hematology-Oncology Unit, 2nd Pediatric Department, AHEPA Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (M.P.); (M.I.); (A.T.); (E.H.)
| | | | - Georgios Theodoridis
- Department of Chemistry, Aristotle University of Thessaloniki, 54635 Thessaloniki, Greece; (A.P.)
- BIOMIC_Auth, Center for Interdisciplinary Research of the Aristotle University of Thessaloniki (CIRI), Balkan Center, 10th Km Thessaloniki-Thermi Rd, P.O. Box 8318, 57001 Thessaloniki, Greece
| | - Emmanuel Hatzipantelis
- Pediatric & Adolescents Hematology-Oncology Unit, 2nd Pediatric Department, AHEPA Hospital, Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece; (M.P.); (M.I.); (A.T.); (E.H.)
| | - Athanasios Evangeliou
- 4th Pediatric Department, Papageorgiou General Hospital, Aristotle University of Thessaloniki, Papageorgiou General Hospital, Ring Road, Nea Efkarpia, 56403 Thessaloniki, Greece; (P.P.); (A.E.)
- St Luke’s Hospital S.A., 55236 Pannorama, Greece
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Burk AC, Apostolova P. Metabolic instruction of the graft-versus-leukemia immunity. Front Immunol 2024; 15:1347492. [PMID: 38500877 PMCID: PMC10944922 DOI: 10.3389/fimmu.2024.1347492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 02/05/2024] [Indexed: 03/20/2024] Open
Abstract
Allogeneic hematopoietic cell transplantation (allo-HCT) is frequently performed to cure hematological malignancies, such as acute myeloid leukemia (AML), through the graft-versus-leukemia (GVL) effect. In this immunological process, donor immune cells eliminate residual cancer cells in the patient and exert tumor control through immunosurveillance. However, GVL failure and subsequent leukemia relapse are frequent and associated with a dismal prognosis. A better understanding of the mechanisms underlying AML immune evasion is essential for developing novel therapeutic strategies to boost the GVL effect. Cellular metabolism has emerged as an essential regulator of survival and cell fate for both cancer and immune cells. Leukemia and T cells utilize specific metabolic programs, including the orchestrated use of glucose, amino acids, and fatty acids, to support their growth and function. Besides regulating cell-intrinsic processes, metabolism shapes the extracellular environment and plays an important role in cell-cell communication. This review focuses on recent advances in the understanding of how metabolism might affect the anti-leukemia immune response. First, we provide a general overview of the mechanisms of immune escape after allo-HCT and an introduction to leukemia and T cell metabolism. Further, we discuss how leukemia and myeloid cell metabolism contribute to an altered microenvironment that impairs T cell function. Next, we review the literature linking metabolic processes in AML cells with their inhibitory checkpoint ligand expression. Finally, we focus on recent findings concerning the role of systemic metabolism in sustained GVL efficacy. While the majority of evidence in the field still stems from basic and preclinical studies, we discuss translational findings and propose further avenues for bridging the gap between bench and bedside.
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Affiliation(s)
- Ann-Cathrin Burk
- German Cancer Consortium (DKTK), partner site Freiburg, a partnership between DKFZ and Medical Center - University of Freiburg, Freiburg, Germany
- Department of Medicine I, Medical Center – University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Petya Apostolova
- Department of Biomedicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Division of Hematology, University Hospital Basel, Basel, Switzerland
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Krug A, Tosolini M, Madji Hounoum B, Fournié JJ, Geiger R, Pecoraro M, Emond P, Gaulard P, Lemonnier F, Ricci JE, Verhoeyen E. Inhibition of choline metabolism in an angioimmunoblastic T-cell lymphoma preclinical model reveals a new metabolic vulnerability as possible target for treatment. J Exp Clin Cancer Res 2024; 43:43. [PMID: 38321568 PMCID: PMC10845598 DOI: 10.1186/s13046-024-02952-w] [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: 10/05/2023] [Accepted: 01/10/2024] [Indexed: 02/08/2024] Open
Abstract
BACKGROUND Angioimmunoblastic T-cell lymphoma (AITL) is a malignancy with very poor survival outcome, in urgent need of more specific therapeutic strategies. The drivers of malignancy in this disease are CD4+ follicular helper T cells (Tfh). The metabolism of these malignant Tfh cells was not yet elucidated. Therefore, we decided to identify their metabolic requirements with the objective to propose a novel therapeutic option. METHODS To reveal the prominent metabolic pathways used by the AITL lymphoma cells, we relied on metabolomic and proteomic analysis of murine AITL (mAITL) T cells isolated from our established mAITL model. We confirmed these results using AITL patient and healthy T cell expression data. RESULTS Strikingly, the mAITL Tfh cells were highly dependent on the second branch of the Kennedy pathway, the choline lipid pathway, responsible for the production of the major membrane constituent phosphatidylcholine. Moreover, gene expression data from Tfh cells isolated from AITL patient tumors, confirmed the upregulation of the choline lipid pathway. Several enzymes involved in this pathway such as choline kinase, catalyzing the first step in the phosphatidylcholine pathway, are upregulated in multiple tumors other than AITL. Here we showed that treatment of our mAITL preclinical mouse model with a fatty acid oxydation inhibitor, significantly increased their survival and even reverted the exhausted CD8 T cells in the tumor into potent cytotoxic anti-tumor cells. Specific inhibition of Chokα confirmed the importance of the phosphatidylcholine production pathway in neoplastic CD4 + T cells, nearly eradicating mAITL Tfh cells from the tumors. Finally, the same inhibitor induced in human AITL lymphoma biopsies cell death of the majority of the hAITL PD-1high neoplastic cells. CONCLUSION Our results suggest that interfering with choline metabolism in AITL reveals a specific metabolic vulnerability and might represent a new therapeutic strategy for these patients.
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Affiliation(s)
- Adrien Krug
- Université Côte d'Azur, INSERM, C3M, 06204, Nice, France
- Equipe Labellisée Ligue Contre Le Cancer, 06204, Nice, France
| | - Marie Tosolini
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Université de Toulouse, CNRS, Université Toulouse III-Paul Sabatier, Inserm, Toulouse, France
| | - Blandine Madji Hounoum
- Université Côte d'Azur, INSERM, C3M, 06204, Nice, France
- Equipe Labellisée Ligue Contre Le Cancer, 06204, Nice, France
| | - Jean-Jacques Fournié
- Centre de Recherches en Cancérologie de Toulouse, CRCT, Université de Toulouse, CNRS, Université Toulouse III-Paul Sabatier, Inserm, Toulouse, France
- Labex TOUCAN, Toulouse, France
| | - Roger Geiger
- Institute for Research in Biomedicine (IRB), Università della Svizzera italiana, Bellinzona, Switzerland
- Institute of Oncology Research (IOR), Università della Svizzera Italiana, Bellinzona, Switzerland
| | - Matteo Pecoraro
- Institute for Research in Biomedicine (IRB), Università della Svizzera italiana, Bellinzona, Switzerland
| | - Patrick Emond
- UMR iBrain, Université de Tours, Inserm, Tours, France
| | - Philippe Gaulard
- Université Paris-Est Créteil, Institut Mondor de Recherche Biomedicale, Creteil, INSERMU955, France
- AP-HP, Groupe Hospitalo-Universitaire Chenevier Mondor, Département de Pathologie, 94010, Créteil, France
| | - François Lemonnier
- Université Paris-Est Créteil, Institut Mondor de Recherche Biomedicale, Creteil, INSERMU955, France
- AP-HP, Groupe Hospitalo-Universitaire Chenevier Mondor, Service Unité Hémopathies Lymphoides, 94010, Créteil, France
| | - Jean-Ehrland Ricci
- Université Côte d'Azur, INSERM, C3M, 06204, Nice, France
- Equipe Labellisée Ligue Contre Le Cancer, 06204, Nice, France
| | - Els Verhoeyen
- Université Côte d'Azur, INSERM, C3M, 06204, Nice, France.
- Equipe Labellisée Ligue Contre Le Cancer, 06204, Nice, France.
- CIRI, Université de Lyon, INSERM U1111, ENS de Lyon, University Lyon1, CNRS, UMR5308, Lyon, 69007, France.
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Ijurko C, Romo-González M, García-Calvo C, Sardina JL, Sánchez-Bernal C, Sánchez-Yagüe J, Elena-Herrmann B, Villaret J, Garrel C, Mondet J, Mossuz P, Hernández-Hernández Á. NOX2 control over energy metabolism plays a role in acute myeloid leukaemia prognosis and survival. Free Radic Biol Med 2023; 209:18-28. [PMID: 37806599 DOI: 10.1016/j.freeradbiomed.2023.10.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/03/2023] [Accepted: 10/04/2023] [Indexed: 10/10/2023]
Abstract
Acute myeloid leukaemia (AML) is a highly heterogeneous disease, however the therapeutic approaches have hardly changed in the last decades. Metabolism rewiring and the enhanced production of reactive oxygen species (ROS) are hallmarks of cancer. A deeper understanding of these features could be instrumental for the development of specific AML-subtypes treatments. NADPH oxidases (NOX), the only cellular system specialised in ROS production, are also involved in leukemic metabolism control. NOX2 shows a variable expression in AML patients, so patients can be classified based on such difference. Here we have analysed whether NOX2 levels are important for AML metabolism control. The lack of NOX2 in AML cells slowdowns basal glycolysis and oxidative phosphorylation (OXPHOS), along with the accumulation of metabolites that feed such routes, and a sharp decrease of glutathione. In addition, we found changes in the expression of 725 genes. Among them, we have discovered a panel of 30 differentially expressed metabolic genes, whose relevance was validated in patients. This panel can segregate AML patients according to CYBB expression, and it can predict patient prognosis and survival. In summary, our data strongly support the relevance of NOX2 for AML metabolism, and highlights the potential of our discoveries in AML prognosis.
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Affiliation(s)
- Carla Ijurko
- Departamento de Bioquímica y Biología Molecular, Universidad de Salamanca, Salamanca, 37007, Spain; IBSAL (Instituto de Investigación Biomédica de Salamanca), Salamanca, 37007, Spain
| | - Marta Romo-González
- Departamento de Bioquímica y Biología Molecular, Universidad de Salamanca, Salamanca, 37007, Spain; IBSAL (Instituto de Investigación Biomédica de Salamanca), Salamanca, 37007, Spain
| | - Clara García-Calvo
- Departamento de Bioquímica y Biología Molecular, Universidad de Salamanca, Salamanca, 37007, Spain; IBSAL (Instituto de Investigación Biomédica de Salamanca), Salamanca, 37007, Spain
| | - José Luis Sardina
- Epigenetic Control of Haematopoiesis Group, Josep Carreras Leukaemia Research Institute, Barcelona, Spain
| | - Carmen Sánchez-Bernal
- Departamento de Bioquímica y Biología Molecular, Universidad de Salamanca, Salamanca, 37007, Spain; IBSAL (Instituto de Investigación Biomédica de Salamanca), Salamanca, 37007, Spain
| | - Jesús Sánchez-Yagüe
- Departamento de Bioquímica y Biología Molecular, Universidad de Salamanca, Salamanca, 37007, Spain; IBSAL (Instituto de Investigación Biomédica de Salamanca), Salamanca, 37007, Spain
| | - Bénédicte Elena-Herrmann
- University Grenoble Alpes, Inserm U 1209, CNRS UMR 5309, GEMELI Platform, Institute for Advanced Biosciences, 38000, Grenoble, France
| | - Joran Villaret
- University Grenoble Alpes, Inserm U 1209, CNRS UMR 5309, GEMELI Platform, Institute for Advanced Biosciences, 38000, Grenoble, France
| | - Catherine Garrel
- Department of Biochemistry, Institute of Biology and Pathology, Hospital of Grenoble Alpes (CHUGA), CS 20217, 38043, Grenoble, CEDEX 9, France
| | - Julie Mondet
- Team "Epigenetic Regulations", Institute for Advanced Biosciences, University Grenoble Alpes (UGA), INSERM U1209/CNRS 5309, 38700, Grenoble, France; Department of Molecular Pathology, Institute of Biology and Pathology, Hospital of Grenoble Alpes (CHUGA), CS 20217, 38043, Grenoble, CEDEX 9, France
| | - Pascal Mossuz
- Team "Epigenetic Regulations", Institute for Advanced Biosciences, University Grenoble Alpes (UGA), INSERM U1209/CNRS 5309, 38700, Grenoble, France; Department of Biological Hematology, Institute of Biology and Pathology, Hospital of Grenoble Alpes (CHUGA), CS 20217, 38043, Grenoble, CEDEX 9, France
| | - Ángel Hernández-Hernández
- Departamento de Bioquímica y Biología Molecular, Universidad de Salamanca, Salamanca, 37007, Spain; IBSAL (Instituto de Investigación Biomédica de Salamanca), Salamanca, 37007, Spain.
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Mora-Rodríguez JM, Sánchez BG, Sebastián-Martín A, Díaz-Yuste A, Sánchez-Chapado M, Palacín AM, Sánchez-Rodríguez C, Bort A, Díaz-Laviada I. Resistance to 2-Hydroxy-Flutamide in Prostate Cancer Cells Is Associated with the Downregulation of Phosphatidylcholine Biosynthesis and Epigenetic Modifications. Int J Mol Sci 2023; 24:15626. [PMID: 37958610 PMCID: PMC10650717 DOI: 10.3390/ijms242115626] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 10/18/2023] [Accepted: 10/23/2023] [Indexed: 11/15/2023] Open
Abstract
In this study, we examined the metabolic adaptations of a chemoresistant prostate cancer cell line in comparison to a sensitive cell line. We utilized prostate cancer LNCaP cells and subjected them to a stepwise increase in the antiandrogen 2-hydroxy-flutamide (FLU) concentration to generate a FLU-resistant cell line (LN-FLU). These LN-FLU cells displayed characteristics of cancer stem cells, exhibited drug resistance, and showed a significantly reduced expression of Cyclin D1, along with the overexpression of p16, pointing to a proliferation arrest. In comparing the cancer stem-like LN-FLU cells to the LNCaP cells, we observed a decrease in the expression of CTP-choline cytidylyl transferase α (CCTα), as well as a decline in choline kinase, suggesting altogether a downregulation of the phosphatidylcholine biosynthetic pathway. In addition, we found decreased levels of the protein methyl transferase PRMT2 and the upregulation of the histone deacetylase Sirtuin1 (Sirt1). Analysis of the human prostate cancer samples revealed similar results in a population with high expressions of the stem cell markers Oct4 and ABCB1A1. Our findings suggest that the adaptation of prostate cancer cells to antiandrogens could induce reprogramming into stem cells that survive in a low phosphocholine metabolism and cell cycle arrest and display drug resistance.
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Affiliation(s)
- José María Mora-Rodríguez
- Biochemistry and Molecular Biology Unit, Department of Systems Biology, School of Medicine and Health Sciences, University of Alcalá, 28871 Alcalá de Henares, Madrid, Spain; (J.M.M.-R.); (B.G.S.); (A.S.-M.); (A.D.-Y.)
- Health Research Institute of Castilla-La Mancha (IDISCAM), 13700 Tomelloso, Ciudad Real, Spain
| | - Belén G. Sánchez
- Biochemistry and Molecular Biology Unit, Department of Systems Biology, School of Medicine and Health Sciences, University of Alcalá, 28871 Alcalá de Henares, Madrid, Spain; (J.M.M.-R.); (B.G.S.); (A.S.-M.); (A.D.-Y.)
- Health Research Institute of Castilla-La Mancha (IDISCAM), 13700 Tomelloso, Ciudad Real, Spain
| | - Alba Sebastián-Martín
- Biochemistry and Molecular Biology Unit, Department of Systems Biology, School of Medicine and Health Sciences, University of Alcalá, 28871 Alcalá de Henares, Madrid, Spain; (J.M.M.-R.); (B.G.S.); (A.S.-M.); (A.D.-Y.)
- Health Research Institute of Castilla-La Mancha (IDISCAM), 13700 Tomelloso, Ciudad Real, Spain
| | - Alba Díaz-Yuste
- Biochemistry and Molecular Biology Unit, Department of Systems Biology, School of Medicine and Health Sciences, University of Alcalá, 28871 Alcalá de Henares, Madrid, Spain; (J.M.M.-R.); (B.G.S.); (A.S.-M.); (A.D.-Y.)
- Health Research Institute of Castilla-La Mancha (IDISCAM), 13700 Tomelloso, Ciudad Real, Spain
| | - Manuel Sánchez-Chapado
- Department of Urology, Príncipe de Asturias Hospital, 28805 Alcalá de Henares, Madrid, Spain; (M.S.-C.); (A.M.P.); (C.S.-R.)
| | - Ana María Palacín
- Department of Urology, Príncipe de Asturias Hospital, 28805 Alcalá de Henares, Madrid, Spain; (M.S.-C.); (A.M.P.); (C.S.-R.)
| | - Carlos Sánchez-Rodríguez
- Department of Urology, Príncipe de Asturias Hospital, 28805 Alcalá de Henares, Madrid, Spain; (M.S.-C.); (A.M.P.); (C.S.-R.)
| | - Alicia Bort
- Biochemistry and Molecular Biology Unit, Department of Systems Biology, School of Medicine and Health Sciences, University of Alcalá, 28871 Alcalá de Henares, Madrid, Spain; (J.M.M.-R.); (B.G.S.); (A.S.-M.); (A.D.-Y.)
- Health Research Institute of Castilla-La Mancha (IDISCAM), 13700 Tomelloso, Ciudad Real, Spain
- Department of Comparative Medicine, School of Medicine, Yale University, New Haven, CT 06519, USA
| | - Inés Díaz-Laviada
- Biochemistry and Molecular Biology Unit, Department of Systems Biology, School of Medicine and Health Sciences, University of Alcalá, 28871 Alcalá de Henares, Madrid, Spain; (J.M.M.-R.); (B.G.S.); (A.S.-M.); (A.D.-Y.)
- Health Research Institute of Castilla-La Mancha (IDISCAM), 13700 Tomelloso, Ciudad Real, Spain
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