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Bosco O, Vizio B, Gruden G, Schiavello M, Lorenzati B, Cavallo-Perin P, Russo I, Montrucchio G, Lupia E. Thrombopoietin Contributes to Enhanced Platelet Activation in Patients with Type 1 Diabetes Mellitus. Int J Mol Sci 2021; 22:ijms22137032. [PMID: 34210000 PMCID: PMC8269076 DOI: 10.3390/ijms22137032] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 06/22/2021] [Accepted: 06/25/2021] [Indexed: 12/11/2022] Open
Abstract
Atherosclerotic cardiovascular disease is the major cause of morbidity and mortality in patients with type 1 diabetes mellitus (T1DM). Enhanced platelet reactivity is considered a main determinant of the increased atherothrombotic risk of diabetic patients. Thrombopoietin (THPO), a humoral growth factor able to stimulate megakaryocyte proliferation and differentiation, also modulates the response of mature platelets by enhancing both activation and binding to leukocytes in response to different agonists. Increased THPO levels have been reported in different clinical conditions characterized by a generalized pro-thrombotic state, from acute coronary syndromes to sepsis/septic shock, and associated with elevated indices of platelet activation. To investigate the potential contribution of elevated THPO levels in platelet activation in T1DM patients, we studied 28 T1DM patients and 28 healthy subjects. We measured plasma levels of THPO, as well as platelet-leukocyte binding, P-selectin, and THPO receptor (THPOR) platelet expression. The priming activity of plasma from diabetic patients or healthy subjects on platelet–leukocyte binding and the role of THPO on this effect was also studied in vitro. T1DM patients had higher circulating THPO levels and increased platelet–monocyte and platelet–granulocyte binding, as well as platelet P-selectin expression, compared to healthy subjects, whereas platelet expression of THPOR did not differ between the two groups. THPO concentrations correlated with platelet–leukocyte binding, as well as with fasting glucose and Hb1Ac. In vitro, plasma from diabetic patients, but not from healthy subjects, primed platelet–leukocyte binding and platelet P-selectin expression. Blocking THPO biological activity using a specific inhibitor prevented the priming effect induced by plasma from diabetic patients. In conclusion, augmented THPO may enhance platelet activation in patients with T1DM, potentially participating in increasing atherosclerotic risk.
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Affiliation(s)
- Ornella Bosco
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (O.B.); (B.V.); (G.G.); (M.S.); (P.C.-P.)
| | - Barbara Vizio
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (O.B.); (B.V.); (G.G.); (M.S.); (P.C.-P.)
| | - Gabriella Gruden
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (O.B.); (B.V.); (G.G.); (M.S.); (P.C.-P.)
| | - Martina Schiavello
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (O.B.); (B.V.); (G.G.); (M.S.); (P.C.-P.)
| | | | - Paolo Cavallo-Perin
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (O.B.); (B.V.); (G.G.); (M.S.); (P.C.-P.)
| | - Isabella Russo
- Department of Clinical and Biological Sciences, University of Turin, 10043 Orbassano, Italy
- Correspondence: (I.R.); (G.M.); (E.L.)
| | - Giuseppe Montrucchio
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (O.B.); (B.V.); (G.G.); (M.S.); (P.C.-P.)
- Correspondence: (I.R.); (G.M.); (E.L.)
| | - Enrico Lupia
- Department of Medical Sciences, University of Turin, 10126 Turin, Italy; (O.B.); (B.V.); (G.G.); (M.S.); (P.C.-P.)
- Correspondence: (I.R.); (G.M.); (E.L.)
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Kalra P, Brandl J, Gaub T, Niederalt C, Lippert J, Sahle S, Küpfer L, Kummer U. Quantitative systems pharmacology of interferon alpha administration: A multi-scale approach. PLoS One 2019; 14:e0209587. [PMID: 30759154 PMCID: PMC6374012 DOI: 10.1371/journal.pone.0209587] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Accepted: 12/08/2018] [Indexed: 12/26/2022] Open
Abstract
The therapeutic effect of a drug is governed by its pharmacokinetics which determine the downstream pharmacodynamic response within the cellular network. A complete understanding of the drug-effect relationship therefore requires multi-scale models which integrate the properties of the different physiological scales. Computational modelling of these individual scales has been successfully established in the past. However, coupling of the scales remains challenging, although it will provide a unique possibility of mechanistic and holistic analyses of therapeutic outcomes for varied treatment scenarios. We present a methodology to combine whole-body physiologically-based pharmacokinetic (PBPK) models with mechanistic intracellular models of signal transduction in the liver for therapeutic proteins. To this end, we developed a whole-body distribution model of IFN-α in human and a detailed intracellular model of the JAK/STAT signalling cascade in hepatocytes and coupled them at the liver of the whole-body human model. This integrated model infers the time-resolved concentration of IFN-α arriving at the liver after intravenous injection while simultaneously estimates the effect of this dose on the intracellular signalling behaviour in the liver. In our multi-scale physiologically-based pharmacokinetic/pharmacodynamic (PBPK/PD) model, receptor saturation is seen at low doses, thus giving mechanistic insights into the pharmacodynamic (PD) response. This model suggests a fourfold lower intracellular response after administration of a typical IFN-α dose to an individual as compared to the experimentally observed responses in in vitro setups. In conclusion, this work highlights clear differences between the observed in vitro and in vivo drug effects and provides important suggestions for future model-based study design.
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Affiliation(s)
- Priyata Kalra
- Department of Modelling of Biological Processes, COS/BioQuant, Heidelberg University, Im Neuenheimer Feld 267, Heidelberg, Germany
| | - Julian Brandl
- Department of Modelling of Biological Processes, COS/BioQuant, Heidelberg University, Im Neuenheimer Feld 267, Heidelberg, Germany
- Now at Department of Systems Biology, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Thomas Gaub
- Clinical Sciences, Bayer Pharma, Kaiser-Wilhelm-Allee 1, Leverkusen, Germany
| | - Christoph Niederalt
- Clinical Sciences, Bayer Pharma, Kaiser-Wilhelm-Allee 1, Leverkusen, Germany
| | - Jörg Lippert
- Clinical Sciences, Bayer Pharma, Kaiser-Wilhelm-Allee 1, Leverkusen, Germany
| | - Sven Sahle
- Department of Modelling of Biological Processes, COS/BioQuant, Heidelberg University, Im Neuenheimer Feld 267, Heidelberg, Germany
| | - Lars Küpfer
- Clinical Sciences, Bayer Pharma, Kaiser-Wilhelm-Allee 1, Leverkusen, Germany
| | - Ursula Kummer
- Department of Modelling of Biological Processes, COS/BioQuant, Heidelberg University, Im Neuenheimer Feld 267, Heidelberg, Germany
- * E-mail:
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Tillmann HL, McHutchison JG. Use of thrombopoietic agents for the thrombocytopenia of liver disease. Semin Hematol 2011; 47:266-73. [PMID: 20620438 DOI: 10.1053/j.seminhematol.2010.04.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Thrombocytopenia can be a sign of advanced liver disease. This complicates the management of these patients, as patients with advanced liver disease frequently need therapeutic interventions, which are associated with an increased risk of bleeding. Thrombocytopenia may even be more pronounced in patients with hepatitis C virus (HCV) infection. This can limit current and future treatments for HCV, which remains based on interferon therapy, and this therapy can worsen thrombocytopenia. Thus, the ability to increase platelets to higher and safer levels would be desirable, but no treatment has yet been proven effective and safe in this setting. The small molecule thrombopoietin mimetic, eltrombopag, has demonstrated a dose-response increase in platelet counts in a phase II study in HCV patients without significant side effects, allowing initiation and completion of a 12-week course of pegylated interferon plus ribavirin in 36%, 53%, and 65% of patients receiving 30 mg, 50 mg, or 75 mg eltrombopag daily, respectively, compared to only 6% in the placebo arm. A current phase III study is currently evaluating whether this treatment allows successful outcomes and sustained viral eradication.
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Affiliation(s)
- Hans L Tillmann
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC 27715-7969, USA.
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Tillmann HL, Patel K, McHutchison JG. Role of growth factors and thrombopoietic agents in the treatment of chronic hepatitis C. Curr Gastroenterol Rep 2009; 11:5-14. [PMID: 19166653 DOI: 10.1007/s11894-009-0002-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Advanced liver disease and interferon-based treatment are both associated with varying degrees of cytopenia in patients with chronic hepatitis C. Growth factors to increase hemoglobin and neutrophils are commonly used in clinical practice, despite the absence of data to indicate benefits in terms of sustained viral response. Thrombocytopenia is observed frequently, is multi-factorial in etiology, and may result in significant limitations on interventional and therapeutic options. A small-molecule thrombopoietin mimetic, eltrombo-pag, has demonstrated a dose-response associated increase in platelet count in a phase 2 study, allowing initiation and completion of a 12-week course of peginterferon plus ribavirin in 36%, 53%, and 65% of patients receiving 30 mg, 50 mg, or 75 mg of eltrombopag daily, respectively, compared with 6% in the placebo arm. Phase 3 studies are currently evaluating whether initiating and maintaining antiviral therapy with eltrombopag will lead to an increase in sustained virologic response in chronic hepatitis C infection.
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Affiliation(s)
- Hans L Tillmann
- Duke Clinical Research Institute, Duke University Medical Center, P.O. Box 17969, Durham, NC 27715-7969, USA
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Reinhold A, Zhang J, Gessner R, Felderhoff-Mueser U, Obladen M, Dame C. High Thrombopoietin Concentrations in The Cerebrospinal Fluid of Neonates with Sepsis And Intraventricular Hemorrhage May Contribute to Brain Damage. J Interferon Cytokine Res 2007; 27:137-45. [PMID: 17316141 DOI: 10.1089/jir.2006.0096] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Thrombopoietin (TPO) and its receptor (TPOR) are expressed in the central nervous system (CNS). Although TPO shares significant homology with various neurotrophins, recent data indicate a proapoptotic function of TPO in the CNS. In this study, TPO concentrations were analyzed in the cerebrospinal fluid (CSF) of neonates. Human neuroblastoma-derived SH-SY5Y cells were established to elucidate the effects of inflammation and hypoxia on neuronal Tpo expression. TPO was detectable in the CSF of 6 of 15 neonates with bacterial infection/sepsis (median 140, range 2-613 pg/mL), 5 of 9 neonates with posthemorrhagic hydrocephalus (median 31, range 1.4-469 pg/mL), 3 of 4 neonates with posthemorrhagic hydrocephalus plus bacterial infection/sepsis or meningitis (median 97, range 6-397 pg/mL), but not in controls ( n = 3). Neither the presence of detectable TPO nor its level in the CSF significantly correlated with any clinical or laboratory parameter. In SH-SY5Y cells, TPO and TPOR expression was detected by RT-PCR and Western blot analysis. In vitro, interleukin-6 (IL-6) did not significantly change Tpo gene expression. In contrast, Tpo mRNA expression significantly decreased under hypoxia, whereas erythropoietin (EPO) mRNA expression increased. In conclusion, our data provide evidence that in neuronal cells, TPO production is regulated by different mechanisms than in hepatocytes.
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Affiliation(s)
- Anke Reinhold
- Department of Neonatology, Campus Virchow-Klinikum, Charité-Universitätsmedizin Berlin, D-13353 Berlin, Germany
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Burmester H, Wolber EM, Freitag P, Fandrey J, Jelkmann W. Thrombopoietin production in wild-type and interleukin-6 knockout mice with acute inflammation. J Interferon Cytokine Res 2005; 25:407-13. [PMID: 16022585 DOI: 10.1089/jir.2005.25.407] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Clinical and laboratory studies indicate that thrombopoietin (TPO) gene expression increases during inflammation. To clarify the role of interleukin 6 (IL-6) in this process, blood cell counts, plasma TPO concentrations, and hepatic and renal TPO mRNA levels were investigated in wild-type and IL-6 knockout mice, with sterile abscesses produced by subcutaneous injection of turpentine oil. Treatment did not cause a change in blood cell counts during the 72 h period of observation. The numbers of thrombocytes and erythrocytes were slightly lower in the IL-6 knockout mice than in the wild-type littermates under all conditions. Plasma IL-6 and TPO concentrations increased on turpentine injection only in the wild-type mice. In addition, turpentine treatment of these caused an increase in hepatic TPO mRNA levels as assessed by competitive polymerase chain reaction (RT-PCR) and real-time PCR, whereas renal TPO mRNA levels were unaltered. TPO mRNA levels did not increase in the livers of IL-6 knockout mice on turpentine treatment. These results support the concept that TPO behaves like an acute-phase protein in that its synthesis is induced by IL-6 in the liver.
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Affiliation(s)
- Helen Burmester
- Institute of Physiology, University of Luebeck, Luebeck, Germany
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