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Hill DP, Drabkin HJ, Smith CL, Van Auken KM, D’Eustachio P. Biochemical pathways represented by Gene Ontology-Causal Activity Models identify distinct phenotypes resulting from mutations in pathways. Genetics 2023; 225:iyad152. [PMID: 37579192 PMCID: PMC10550311 DOI: 10.1093/genetics/iyad152] [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: 07/13/2023] [Revised: 07/13/2023] [Accepted: 08/02/2023] [Indexed: 08/16/2023] Open
Abstract
Gene inactivation can affect the process(es) in which that gene acts and causally downstream ones, yielding diverse mutant phenotypes. Identifying the genetic pathways resulting in a given phenotype helps us understand how individual genes interact in a functional network. Computable representations of biological pathways include detailed process descriptions in the Reactome Knowledgebase and causal activity flows between molecular functions in Gene Ontology-Causal Activity Models (GO-CAMs). A computational process has been developed to convert Reactome pathways to GO-CAMs. Laboratory mice are widely used models of normal and pathological human processes. We have converted human Reactome GO-CAMs to orthologous mouse GO-CAMs, as a resource to transfer pathway knowledge between humans and model organisms. These mouse GO-CAMs allowed us to define sets of genes that function in a causally connected way. To demonstrate that individual variant genes from connected pathways result in similar but distinguishable phenotypes, we used the genes in our pathway models to cross-query mouse phenotype annotations in the Mouse Genome Database (MGD). Using GO-CAM representations of 2 related but distinct pathways, gluconeogenesis and glycolysis, we show that individual causal paths in gene networks give rise to discrete phenotypic outcomes resulting from perturbations of glycolytic and gluconeogenic genes. The accurate and detailed descriptions of gene interactions recovered in this analysis of well-studied processes suggest that this strategy can be applied to less well-understood processes in less well-studied model systems to predict phenotypic outcomes of novel gene variants and to identify potential gene targets in altered processes.
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Affiliation(s)
- David P Hill
- The Jackson Laboratory, Bar Harbor, ME 04609, USA
| | | | | | - Kimberly M Van Auken
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Peter D’Eustachio
- Department of Biochemistry and Molecular Pharmacology, New York University Grossman School of Medicine, New York, NY 10016, USA
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Hill DP, Drabkin HJ, Smith CL, Van Auken KM, D’Eustachio P. Biochemical Pathways Represented by Gene Ontology Causal Activity Models Identify Distinct Phenotypes Resulting from Mutations in Pathways. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.22.541760. [PMID: 37293039 PMCID: PMC10245817 DOI: 10.1101/2023.05.22.541760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Gene inactivation can affect the process(es) in which that gene acts and causally downstream ones, yielding diverse mutant phenotypes. Identifying the genetic pathways resulting in a given phenotype helps us understand how individual genes interact in a functional network. Computable representations of biological pathways include detailed process descriptions in the Reactome Knowledgebase, and causal activity flows between molecular functions in Gene Ontology-Causal Activity Models (GO-CAMs). A computational process has been developed to convert Reactome pathways to GO-CAMs. Laboratory mice are widely used models of normal and pathological human processes. We have converted human Reactome GO-CAMs to orthologous mouse GO-CAMs, as a resource to transfer pathway knowledge between humans and model organisms. These mouse GO-CAMs allowed us to define sets of genes that function in a connected and well-defined way. To test whether individual genes from well-defined pathways result in similar and distinguishable phenotypes, we used the genes in our pathway models to cross-query mouse phenotype annotations in the Mouse Genome Database (MGD). Using GO-CAM representations of two related but distinct pathways, gluconeogenesis and glycolysis, we can identify causal paths in gene networks that give rise to discrete phenotypic outcomes for perturbations of glycolysis and gluconeogenesis. The accurate and detailed descriptions of gene interactions recovered in this analysis of well-studied processes suggest that this strategy can be applied to less well-understood processes in less well-studied model systems to predict phenotypic outcomes of novel gene variants and to identify potential gene targets in altered processes.
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Affiliation(s)
| | | | | | - Kimberly M Van Auken
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena CA 91125 USA
| | - Peter D’Eustachio
- Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York NY 10016 USA
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3
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Petrova IO, Smirnikhina SA. Studies on glycogen storage disease type 1a animal models: a brief perspective. Transgenic Res 2022; 31:593-606. [PMID: 36006546 DOI: 10.1007/s11248-022-00325-7] [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: 01/25/2022] [Accepted: 08/09/2022] [Indexed: 01/20/2023]
Abstract
Glycogen storage disease type 1 (GSD1) is a rare hereditary monogenic disease characterized by the disturbed glucose metabolism. The most widespread variant of GSD1 is GSD1a, which is a deficiency of glucose-6-phosphatase-ɑ. Glucose-6-phosphatase-ɑ is expressed only in liver, kidney, and intestine, and these organs are primarily affected by its deficiency, and long-term complications of GSD1a include hepatic tumors and chronic liver disease. This article is a brief overview of existing animal models for GSD1a, from the first mouse model of 1996 to modern CRISPR/Cas9-generated ones. First whole-body murine models demonstrated exact metabolic symptoms of GSD1a, but the animals did not survive weaning. The protocol for glucose treatment allowed prolonged survival of affected animals, but long-term complications, such as hepatic tumorigenesis, could not be investigated. Next, organ-specific knockout models were developed, and most of the metabolic research was performed on liver glucose-6-phosphate-deficient mice. Naturally occuring mutation was also discovered in dogs. All these models are widely used to study GSD1a from metabolic and physiological standpoints and to develop possible treatments involving gene therapy. Research performed using these models helped elucidate the role of glycogen and lipid accumulation, hypoxia, mitochondrial dysfunction, and autophagy impairment in long-term complications of GSD1a, including hepatic tumorigenesis. Recently, gene replacement therapy and genome editing were tested on described models, and some of the developed approaches have reached clinical trials.
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Affiliation(s)
- Irina O Petrova
- Laboratory of Genome Editing, Research Center for Medical Genetics, Moskvorechye 1, Moscow, Russia, 115478.
| | - Svetlana A Smirnikhina
- Laboratory of Genome Editing, Research Center for Medical Genetics, Moskvorechye 1, Moscow, Russia, 115478
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La Rose AM, Groenen AG, Halmos B, Bazioti V, Rutten MG, Krishnamurthy KA, Koster MH, Kloosterhuis NJ, Smit M, Havinga R, Mithieux G, Rajas F, Kuipers F, Oosterveer MH, Westerterp M. Increased atherosclerosis in a mouse model of glycogen storage disease type 1a. Mol Genet Metab Rep 2022; 31:100872. [PMID: 35782606 PMCID: PMC9248218 DOI: 10.1016/j.ymgmr.2022.100872] [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: 04/15/2022] [Accepted: 04/16/2022] [Indexed: 12/02/2022] Open
Abstract
Glycogen storage disease type 1a (GSD Ia) is an inborn error of carbohydrate metabolism. Despite severe hyperlipidemia, GSD Ia patients show limited atherogenesis compared to age-and-gender matched controls. Employing a GSD Ia mouse model that resembles the severe hyperlipidemia in patients, we here found increased atherogenesis in GSD Ia. These data provide a rationale for investigating atherogenesis in GSD Ia in a larger patient cohort.
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Affiliation(s)
- Anouk M. La Rose
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Anouk G. Groenen
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Benedek Halmos
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Venetia Bazioti
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Martijn G.S. Rutten
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Kishore A. Krishnamurthy
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Mirjam H. Koster
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Niels J. Kloosterhuis
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Marieke Smit
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Rick Havinga
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Gilles Mithieux
- Université Claude Bernard Lyon 1, Université de Lyon, INSERM UMR-S1213, Lyon, France
| | - Fabienne Rajas
- Université Claude Bernard Lyon 1, Université de Lyon, INSERM UMR-S1213, Lyon, France
| | - Folkert Kuipers
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Maaike H. Oosterveer
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Marit Westerterp
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
- Corresponding author at: Department of Pediatrics, University Medical Center Groningen, ERIBA Building 3226 room 04.14, Antonius Deusinglaan 1, 9713 AV Groningen, the Netherlands.
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Simons PIHG, Valkenburg O, Telgenkamp I, van der Waaij KM, de Groot DM, Veeraiah P, Bons JAP, Derks TGJ, Schalkwijk CG, Schrauwen-Hinderling VB, Stehouwer CDA, Brouwers MCGJ. Serum sex hormone-binding globulin levels are reduced and inversely associated with intrahepatic lipid content and saturated fatty acid fraction in adult patients with glycogen storage disease type 1a. J Endocrinol Invest 2022; 45:1227-1234. [PMID: 35132570 PMCID: PMC9098618 DOI: 10.1007/s40618-022-01753-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2021] [Accepted: 01/22/2022] [Indexed: 11/28/2022]
Abstract
PURPOSE De novo lipogenesis has been inversely associated with serum sex hormone-binding globulin (SHBG) levels. However, the directionality of this association has remained uncertain. We, therefore, studied individuals with glycogen storage disease type 1a (GSD1a), who are characterized by a genetic defect in glucose-6-phosphatase resulting in increased rates of de novo lipogenesis, to assess the downstream effect on serum SHBG levels. METHODS A case-control study comparing serum SHBG levels in patients with GSD1a (n = 10) and controls matched for age, sex, and BMI (n = 10). Intrahepatic lipid content and saturated fatty acid fraction were quantified by proton magnetic resonance spectroscopy. RESULTS Serum SHBG levels were statistically significantly lower in patients with GSD1a compared to the controls (p = 0.041), while intrahepatic lipid content and intrahepatic saturated fatty acid fraction-a marker of de novo lipogenesis-were significantly higher in patients with GSD1a (p = 0.001 and p = 0.019, respectively). In addition, there was a statistically significant, inverse association of intrahepatic lipid content and saturated fatty acid fraction with serum SHBG levels in patients and controls combined (β: - 0.28, 95% CI: - 0.47;- 0.09 and β: - 0.02, 95% CI: - 0.04;- 0.01, respectively). CONCLUSION Patients with GSD1a, who are characterized by genetically determined higher rates of de novo lipogenesis, have lower serum SHBG levels than controls.
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Affiliation(s)
- P I H G Simons
- Division of Endocrinology and Metabolic Diseases, Department of Internal Medicine, Maastricht University Medical Centre, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Laboratory for Metabolism and Vascular Medicine, Maastricht University, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - O Valkenburg
- Department of Reproductive Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - I Telgenkamp
- Division of Endocrinology and Metabolic Diseases, Department of Internal Medicine, Maastricht University Medical Centre, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Laboratory for Metabolism and Vascular Medicine, Maastricht University, Maastricht, The Netherlands
| | - K M van der Waaij
- Division of Endocrinology and Metabolic Diseases, Department of Internal Medicine, Maastricht University Medical Centre, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
- Laboratory for Metabolism and Vascular Medicine, Maastricht University, Maastricht, The Netherlands
| | - D M de Groot
- Division of Endocrinology and Metabolic Diseases, Department of Internal Medicine, Maastricht University Medical Centre, PO Box 5800, 6202 AZ, Maastricht, The Netherlands
| | - P Veeraiah
- Department of Nutrition and Movement Sciences, Maastricht University, Maastricht, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University, Maastricht, The Netherlands
| | - J A P Bons
- Central Diagnostic Laboratory, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - T G J Derks
- Section of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - C G Schalkwijk
- Laboratory for Metabolism and Vascular Medicine, Maastricht University, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Division of General Internal Medicine, Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - V B Schrauwen-Hinderling
- Department of Nutrition and Movement Sciences, Maastricht University, Maastricht, The Netherlands
- Department of Radiology and Nuclear Medicine, Maastricht University, Maastricht, The Netherlands
| | - C D A Stehouwer
- Laboratory for Metabolism and Vascular Medicine, Maastricht University, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
- Division of General Internal Medicine, Department of Internal Medicine, Maastricht University Medical Centre, Maastricht, The Netherlands
| | - M C G J Brouwers
- Division of Endocrinology and Metabolic Diseases, Department of Internal Medicine, Maastricht University Medical Centre, PO Box 5800, 6202 AZ, Maastricht, The Netherlands.
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.
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Resaz R, Cangelosi D, Segalerba D, Morini M, Uva P, Bosco MC, Banderali G, Estrella A, Wanner C, Weinstein DA, Sechi A, Paci S, Melis D, Di Rocco M, Lee YM, Eva A. Exosomal MicroRNAs as Potential Biomarkers of Hepatic Injury and Kidney Disease in Glycogen Storage Disease Type Ia Patients. Int J Mol Sci 2021; 23:328. [PMID: 35008754 PMCID: PMC8745197 DOI: 10.3390/ijms23010328] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 12/15/2021] [Accepted: 12/23/2021] [Indexed: 12/12/2022] Open
Abstract
Glycogen storage disease type Ia (GSDIa) is an inherited metabolic disorder caused by mutations in the enzyme glucose-6-phosphatase-α (G6Pase-α). Affected individuals develop renal and liver complications, including the development of hepatocellular adenoma/carcinoma and kidney failure. The purpose of this study was to identify potential biomarkers of the evolution of the disease in GSDIa patients. To this end, we analyzed the expression of exosomal microRNAs (Exo-miRs) in the plasma exosomes of 45 patients aged 6 to 63 years. Plasma from age-matched normal individuals were used as controls. We found that the altered expression of several Exo-miRs correlates with the pathologic state of the patients and might help to monitor the progression of the disease and the development of late GSDIa-associated complications.
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Affiliation(s)
- Roberta Resaz
- Laboratory of Molecular Biology, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy; (R.R.); (D.S.); (M.M.); (M.C.B.)
| | - Davide Cangelosi
- Clinical Bioinformatics Unit, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy; (D.C.); (P.U.)
| | - Daniela Segalerba
- Laboratory of Molecular Biology, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy; (R.R.); (D.S.); (M.M.); (M.C.B.)
| | - Martina Morini
- Laboratory of Molecular Biology, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy; (R.R.); (D.S.); (M.M.); (M.C.B.)
| | - Paolo Uva
- Clinical Bioinformatics Unit, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy; (D.C.); (P.U.)
| | - Maria Carla Bosco
- Laboratory of Molecular Biology, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy; (R.R.); (D.S.); (M.M.); (M.C.B.)
| | - Giuseppe Banderali
- Clinical Department of Pediatrics, ASST Santi Paolo e Carlo, Presidio San Paolo, Università degli Studi di Milano, Via Antonio di Rudinì 8, 20142 Milano, Italy; (G.B.); (S.P.)
| | - Ana Estrella
- Department of Pediatrics, University of Connecticut School of Medicine, 400 Farmington Ave, Farmington, CT 06030, USA; (A.E.); (C.W.); (D.A.W.)
| | - Corbinian Wanner
- Department of Pediatrics, University of Connecticut School of Medicine, 400 Farmington Ave, Farmington, CT 06030, USA; (A.E.); (C.W.); (D.A.W.)
| | - David A. Weinstein
- Department of Pediatrics, University of Connecticut School of Medicine, 400 Farmington Ave, Farmington, CT 06030, USA; (A.E.); (C.W.); (D.A.W.)
| | - Annalisa Sechi
- Regional Coordinating Center for Rare Diseases, Presidio Ospedaliero Universitario di Udine, P.zzale SM Della Misericordia 15, 33100 Udine, Italy;
| | - Sabrina Paci
- Clinical Department of Pediatrics, ASST Santi Paolo e Carlo, Presidio San Paolo, Università degli Studi di Milano, Via Antonio di Rudinì 8, 20142 Milano, Italy; (G.B.); (S.P.)
| | - Daniela Melis
- Department of Medicine, Surgery and Dentistry, Scuola Medica Salernitana, Section of Pediatrics, Università Degli Studi di Salerno, Via Salvador Allende 43, Baronissi, 84100 Salerno, Italy;
| | - Maja Di Rocco
- Department of Pediatrics, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy;
| | - Young Mok Lee
- Department of Pediatrics, University of Connecticut School of Medicine, 400 Farmington Ave, Farmington, CT 06030, USA; (A.E.); (C.W.); (D.A.W.)
| | - Alessandra Eva
- Laboratory of Molecular Biology, IRCCS Istituto Giannina Gaslini, Via Gerolamo Gaslini 5, 16147 Genova, Italy; (R.R.); (D.S.); (M.M.); (M.C.B.)
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7
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La Rose AM, Bazioti V, Hoogerland JA, Svendsen AF, Groenen AG, van Faassen M, Rutten MGS, Kloosterhuis NJ, Dethmers-Ausema B, Nijland JH, Mithieux G, Rajas F, Kuipers F, Lukens MV, Soehnlein O, Oosterveer MH, Westerterp M. Hepatocyte-specific glucose-6-phosphatase deficiency disturbs platelet aggregation and decreases blood monocytes upon fasting-induced hypoglycemia. Mol Metab 2021; 53:101265. [PMID: 34091064 PMCID: PMC8243524 DOI: 10.1016/j.molmet.2021.101265] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 05/20/2021] [Accepted: 05/31/2021] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE Glycogen storage disease type 1a (GSD Ia) is a rare inherited metabolic disorder caused by mutations in the glucose-6-phosphatase (G6PC1) gene. When untreated, GSD Ia leads to severe fasting-induced hypoglycemia. Although current intensive dietary management aims to prevent hypoglycemia, patients still experience hypoglycemic events. Poor glycemic control in GSD Ia is associated with hypertriglyceridemia, hepatocellular adenoma and carcinoma, and also with an increased bleeding tendency of unknown origin. METHODS To evaluate the effect of glycemic control on leukocyte levels and coagulation in GSD Ia, we employed hepatocyte-specific G6pc1 deficient (L-G6pc-/-) mice under fed or fasted conditions, to match good or poor glycemic control in GSD Ia, respectively. RESULTS We found that fasting-induced hypoglycemia in L-G6pc-/- mice decreased blood leukocytes, specifically proinflammatory Ly6Chi monocytes, compared to controls. Refeeding reversed this decrease. The decrease in Ly6Chi monocytes was accompanied by an increase in plasma corticosterone levels and was prevented by the glucocorticoid receptor antagonist mifepristone. Further, fasting-induced hypoglycemia in L-G6pc-/- mice prolonged bleeding time in the tail vein bleeding assay, with reversal by refeeding. This could not be explained by changes in coagulation factors V, VII, or VIII, or von Willebrand factor. While the prothrombin and activated partial thromboplastin time as well as total platelet counts were not affected by fasting-induced hypoglycemia in L-G6pc-/- mice, ADP-induced platelet aggregation was disturbed. CONCLUSIONS These studies reveal a relationship between fasting-induced hypoglycemia, decreased blood monocytes, and disturbed platelet aggregation in L-G6pc-/- mice. While disturbed platelet aggregation likely accounts for the bleeding phenotype in GSD Ia, elevated plasma corticosterone decreases the levels of proinflammatory monocytes. These studies highlight the necessity of maintaining good glycemic control in GSD Ia.
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Affiliation(s)
- Anouk M La Rose
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Venetia Bazioti
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Joanne A Hoogerland
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Arthur F Svendsen
- European Research Institute for the Biology of Ageing, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Anouk G Groenen
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Martijn van Faassen
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Martijn G S Rutten
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Niels J Kloosterhuis
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Bertien Dethmers-Ausema
- European Research Institute for the Biology of Ageing, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - J Hendrik Nijland
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Gilles Mithieux
- Université Claude Bernard Lyon 1, Université de Lyon, INSERM UMR-S1213, Lyon, France
| | - Fabienne Rajas
- Université Claude Bernard Lyon 1, Université de Lyon, INSERM UMR-S1213, Lyon, France
| | - Folkert Kuipers
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Michaël V Lukens
- Department of Laboratory Medicine, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Oliver Soehnlein
- Institute for Experimental Pathology (ExPat), Center for Molecular Biology of Inflammation (ZBME), University of Münster, Münster, Germany; Department of Physiology and Pharmacology (FyFa), Karolinska Institutet, Stockholm, Sweden
| | - Maaike H Oosterveer
- European Research Institute for the Biology of Ageing, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Marit Westerterp
- Department of Pediatrics, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands.
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8
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Rutten MG, Derks TG, Huijkman NC, Bos T, Kloosterhuis NJ, van de Kolk KC, Wolters JC, Koster MH, Bongiovanni L, Thomas RE, de Bruin A, van de Sluis B, Oosterveer MH. Modeling Phenotypic Heterogeneity of Glycogen Storage Disease Type 1a Liver Disease in Mice by Somatic CRISPR/CRISPR-associated protein 9-Mediated Gene Editing. Hepatology 2021; 74:2491-2507. [PMID: 34157136 PMCID: PMC8597008 DOI: 10.1002/hep.32022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 05/25/2021] [Accepted: 06/09/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIMS Patients with glycogen storage disease type 1a (GSD-1a) primarily present with life-threatening hypoglycemia and display severe liver disease characterized by hepatomegaly. Despite strict dietary management, long-term complications still occur, such as liver tumor development. Variations in residual glucose-6-phosphatase (G6PC1) activity likely contribute to phenotypic heterogeneity in biochemical symptoms and complications between patients. However, lack of insight into the relationship between G6PC1 activity and symptoms/complications and poor understanding of the underlying disease mechanisms pose major challenges to provide optimal health care and quality of life for GSD-1a patients. Currently available GSD-1a animal models are not suitable to systematically investigate the relationship between hepatic G6PC activity and phenotypic heterogeneity or the contribution of gene-gene interactions (GGIs) in the liver. APPROACH AND RESULTS To meet these needs, we generated and characterized a hepatocyte-specific GSD-1a mouse model using somatic CRISPR/CRISPR-associated protein 9 (Cas9)-mediated gene editing. Hepatic G6pc editing reduced hepatic G6PC activity up to 98% and resulted in failure to thrive, fasting hypoglycemia, hypertriglyceridemia, hepatomegaly, hepatic steatosis (HS), and increased liver tumor incidence. This approach was furthermore successful in simultaneously modulating hepatic G6PC and carbohydrate response element-binding protein, a transcription factor that is activated in GSD-1a and protects against HS under these conditions. Importantly, it also allowed for the modeling of a spectrum of GSD-1a phenotypes in terms of hepatic G6PC activity, fasting hypoglycemia, hypertriglyceridemia, hepatomegaly and HS. CONCLUSIONS In conclusion, we show that somatic CRISPR/Cas9-mediated gene editing allows for the modeling of a spectrum of hepatocyte-borne GSD-1a disease symptoms in mice and to efficiently study GGIs in the liver. This approach opens perspectives for translational research and will likely contribute to personalized treatments for GSD-1a and other genetic liver diseases.
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Affiliation(s)
- Martijn G.S. Rutten
- Department of PediatricsUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
| | - Terry G.J. Derks
- Section of Metabolic DiseasesBeatrix Children’s HospitalUniversity Medical Center GroningenGroningenThe Netherlands
| | - Nicolette C.A. Huijkman
- Department of PediatricsUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
| | - Trijnie Bos
- Department of Laboratory MedicineUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
| | - Niels J. Kloosterhuis
- Department of PediatricsUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
| | - Kees C.W.A. van de Kolk
- Central Animal FacilityGroningen Small Animal Imaging Facility (Gronsai)University Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
| | - Justina C. Wolters
- Department of PediatricsUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
| | - Mirjam H. Koster
- Department of PediatricsUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
| | - Laura Bongiovanni
- Dutch Molecular Pathology CenterFaculty of Veterinary MedicineUtrecht UniversityCL UtrechtThe Netherlands
| | - Rachel E. Thomas
- Dutch Molecular Pathology CenterFaculty of Veterinary MedicineUtrecht UniversityCL UtrechtThe Netherlands
| | - Alain de Bruin
- Department of PediatricsUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands,Dutch Molecular Pathology CenterFaculty of Veterinary MedicineUtrecht UniversityCL UtrechtThe Netherlands
| | - Bart van de Sluis
- Department of PediatricsUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
| | - Maaike H. Oosterveer
- Department of PediatricsUniversity Medical Center GroningenUniversity of GroningenGroningenThe Netherlands
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9
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Derks TGJ, Rodriguez-Buritica DF, Ahmad A, de Boer F, Couce ML, Grünert SC, Labrune P, López Maldonado N, Fischinger Moura de Souza C, Riba-Wolman R, Rossi A, Saavedra H, Gupta RN, Valayannopoulos V, Mitchell J. Glycogen Storage Disease Type Ia: Current Management Options, Burden and Unmet Needs. Nutrients 2021; 13:3828. [PMID: 34836082 PMCID: PMC8621617 DOI: 10.3390/nu13113828] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 10/21/2021] [Accepted: 10/22/2021] [Indexed: 12/16/2022] Open
Abstract
Glycogen storage disease type Ia (GSDIa) is caused by defective glucose-6-phosphatase, a key enzyme in carbohydrate metabolism. Affected individuals cannot release glucose during fasting and accumulate excess glycogen and fat in the liver and kidney, putting them at risk of severe hypoglycaemia and secondary metabolic perturbations. Good glycaemic/metabolic control through strict dietary treatment and regular doses of uncooked cornstarch (UCCS) is essential for preventing hypoglycaemia and long-term complications. Dietary treatment has improved the prognosis for patients with GSDIa; however, the disease itself, its management and monitoring have significant physical, psychological and psychosocial burden on individuals and parents/caregivers. Hypoglycaemia risk persists if a single dose of UCCS is delayed/missed or in cases of gastrointestinal intolerance. UCCS therapy is imprecise, does not treat the cause of disease, may trigger secondary metabolic manifestations and may not prevent long-term complications. We review the importance of and challenges associated with achieving good glycaemic/metabolic control in individuals with GSDIa and how this should be balanced with age-specific psychosocial development towards independence, management of anxiety and preservation of quality of life (QoL). The unmet need for treatment strategies that address the cause of disease, restore glucose homeostasis, reduce the risk of hypoglycaemia/secondary metabolic perturbations and improve QoL is also discussed.
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Affiliation(s)
- Terry G. J. Derks
- Division of Metabolic Diseases, Beatrix Children’s Hospital, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands; (F.d.B.); (A.R.)
| | - David F. Rodriguez-Buritica
- Department of Pediatrics, Division of Medical Genetics, McGovern Medical School at the University of Texas Health Science Center at Houston (UTHealth Houston) and Children’s Memorial Hermann Hospital, Houston, TX 77030, USA; (D.F.R.-B.); (H.S.)
| | - Ayesha Ahmad
- Department of Pediatrics, Division of Pediatric Genetics, Metabolism and Genomic Medicine, University of Michigan, Ann Arbor, MI 48109, USA;
| | - Foekje de Boer
- Division of Metabolic Diseases, Beatrix Children’s Hospital, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands; (F.d.B.); (A.R.)
| | - María L. Couce
- IDIS, CIBERER, MetabERN, University Clinical Hospital of Santiago de Compostela, 15706 Santiago de Compostela, Spain;
| | - Sarah C. Grünert
- Department of General Pediatrics, Adolescent Medicine and Neonatology, Faculty of Medicine, Medical Center-University of Freiburg, 79106 Freiburg, Germany;
| | - Philippe Labrune
- APHP, Université Paris-Saclay, Hôpital Antoine-Béclère, 92140 Clamart, France;
- Inserm U 1195, Paris-Saclay University, 94276 Le Kremlin Bicêtre, France
| | - Nerea López Maldonado
- Piera Health Center, Catalan Institute of Health, 08007 Barcelona, Spain;
- Autonomous University of Barcelona, 08193 Barcelona, Spain
| | | | - Rebecca Riba-Wolman
- Connecticut Children’s Medical Center, Department of Pediatrics, Division of Endocrinology, University of Connecticut, Farmington, CT 06032, USA;
| | - Alessandro Rossi
- Division of Metabolic Diseases, Beatrix Children’s Hospital, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands; (F.d.B.); (A.R.)
- Department of Translational Medicine, Section of Paediatrics, University of Naples “Federico II”, 80131 Naples, Italy
| | - Heather Saavedra
- Department of Pediatrics, Division of Medical Genetics, McGovern Medical School at the University of Texas Health Science Center at Houston (UTHealth Houston) and Children’s Memorial Hermann Hospital, Houston, TX 77030, USA; (D.F.R.-B.); (H.S.)
| | - Rupal Naik Gupta
- Ultragenyx Pharmaceutical Inc., Novato, CA 94949, USA; (R.N.G.); (V.V.)
| | | | - John Mitchell
- Department of Pediatrics, Division of Pediatric Endocrinology, Montreal Children’s Hospital, McGill University Health Center, Montreal, QC H4A 3J1, Canada;
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10
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Hoogerland JA, Peeks F, Hijmans BS, Wolters JC, Kooijman S, Bos T, Bleeker A, van Dijk TH, Wolters H, Gerding A, van Eunen K, Havinga R, Pronk ACM, Rensen PCN, Mithieux G, Rajas F, Kuipers F, Reijngoud D, Derks TGJ, Oosterveer MH. Impaired Very-Low-Density Lipoprotein catabolism links hypoglycemia to hypertriglyceridemia in Glycogen Storage Disease type Ia. J Inherit Metab Dis 2021; 44:879-892. [PMID: 33739445 PMCID: PMC8360207 DOI: 10.1002/jimd.12380] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 01/29/2021] [Accepted: 03/16/2021] [Indexed: 01/09/2023]
Abstract
Prevention of hypertriglyceridemia is one of the biomedical targets in Glycogen Storage Disease type Ia (GSD Ia) patients, yet it is unclear how hypoglycemia links to plasma triglyceride (TG) levels. We analyzed whole-body TG metabolism in normoglycemic (fed) and hypoglycemic (fasted) hepatocyte-specific glucose-6-phosphatase deficient (L-G6pc-/- ) mice. De novo fatty acid synthesis contributed substantially to hepatic TG accumulation in normoglycemic L-G6pc-/- mice. In hypoglycemic conditions, enhanced adipose tissue lipolysis was the main driver of liver steatosis, supported by elevated free fatty acid concentrations in GSD Ia mice and GSD Ia patients. Plasma very-low-density lipoprotein (VLDL) levels were increased in GSD Ia patients and in normoglycemic L-G6pc-/- mice, and further elevated in hypoglycemic L-G6pc-/- mice. VLDL-TG secretion rates were doubled in normo- and hypoglycemic L-G6pc-/- mice, while VLDL-TG catabolism was selectively inhibited in hypoglycemic L-G6pc-/- mice. In conclusion, fasting-induced hypoglycemia in L-G6pc-/- mice promotes adipose tissue lipolysis and arrests VLDL catabolism. This mechanism likely contributes to aggravated liver steatosis and dyslipidemia in GSD Ia patients with poor glycemic control and may explain clinical heterogeneity in hypertriglyceridemia between GSD Ia patients.
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Affiliation(s)
- Joanne A. Hoogerland
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Fabian Peeks
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
- Department of Metabolic Diseases, Beatrix Children's HospitalUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Brenda S. Hijmans
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Justina C. Wolters
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Sander Kooijman
- Department of Medicine, Division of EndocrinologyLeiden University Medical CenterLeidenThe Netherlands
- Einthoven Laboratory for Experimental Vascular MedicineLeiden University Medical CenterLeidenThe Netherlands
| | - Trijnie Bos
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Aycha Bleeker
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Theo H. van Dijk
- Department of Laboratory MedicineUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Henk Wolters
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Albert Gerding
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
- Department of Laboratory MedicineUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Karen van Eunen
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Rick Havinga
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Amanda C. M. Pronk
- Department of Medicine, Division of EndocrinologyLeiden University Medical CenterLeidenThe Netherlands
- Einthoven Laboratory for Experimental Vascular MedicineLeiden University Medical CenterLeidenThe Netherlands
| | - Patrick C. N. Rensen
- Department of Medicine, Division of EndocrinologyLeiden University Medical CenterLeidenThe Netherlands
- Einthoven Laboratory for Experimental Vascular MedicineLeiden University Medical CenterLeidenThe Netherlands
| | - Gilles Mithieux
- Institut National de la Santé et de la Recherche Médicale, U1213LyonFrance
- Université de LyonLyonFrance
- Université Lyon 1VilleurbanneFrance
| | - Fabienne Rajas
- Institut National de la Santé et de la Recherche Médicale, U1213LyonFrance
- Université de LyonLyonFrance
- Université Lyon 1VilleurbanneFrance
| | - Folkert Kuipers
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
- Department of Laboratory MedicineUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Dirk‐Jan Reijngoud
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Terry G. J. Derks
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
- Department of Metabolic Diseases, Beatrix Children's HospitalUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Maaike H. Oosterveer
- Department of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
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