Literature DB >> 28391511

Normal and pathological dynamics of platelets in humans.

Gabriel P Langlois1, Morgan Craig2, Antony R Humphries3, Michael C Mackey4, Joseph M Mahaffy5, Jacques Bélair6, Thibault Moulin7, Sean R Sinclair3, Liangliang Wang8.   

Abstract

We develop a mathematical model of platelet, megakaryocyte, and thrombopoietin dynamics in humans. We show that there is a single stationary solution that can undergo a Hopf bifurcation, and use this information to investigate both normal and pathological platelet production, specifically cyclic thrombocytopenia. Carefully estimating model parameters from laboratory and clinical data, we then argue that a subset of parameters are involved in the genesis of cyclic thrombocytopenia based on clinical information. We provide model fits to the existing data for both platelet counts and thrombopoietin levels by changing four parameters that have physiological correlates. Our results indicate that the primary change in cyclic thrombocytopenia is an interference with, or destruction of, the thrombopoietin receptor with secondary changes in other processes, including immune-mediated destruction of platelets and megakaryocyte deficiency and failure in platelet production. This study contributes to the understanding of the origin of cyclic thrombocytopenia as well as extending the modeling of thrombopoiesis.

Entities:  

Keywords:  Cyclic thrombocytopenia; Delay differential equations; Dynamic diseases; Megakaryopoiesis; Platelet regulation dynamics; Thrombopoiesis

Mesh:

Substances:

Year:  2017        PMID: 28391511     DOI: 10.1007/s00285-017-1125-6

Source DB:  PubMed          Journal:  J Math Biol        ISSN: 0303-6812            Impact factor:   2.259


  58 in total

1.  Oscillations in cyclical neutropenia: new evidence based on mathematical modeling.

Authors:  Samuel Bernard; Jacques Bélair; Michael C Mackey
Journal:  J Theor Biol       Date:  2003-08-07       Impact factor: 2.691

Review 2.  Novel clearance mechanisms of platelets.

Authors:  Renata Grozovsky; Karin M Hoffmeister; Hervé Falet
Journal:  Curr Opin Hematol       Date:  2010-11       Impact factor: 3.284

3.  Cyclic thrombocytopenia associated with IgM anti-GPIIb-IIIa autoantibodies.

Authors:  S Kosugi; Y Tomiyama; M Shiraga; H Kashiwagi; H Nakao; Y Kanayama; Y Kurata; Y Matsuzawa
Journal:  Br J Haematol       Date:  1994-12       Impact factor: 6.998

Review 4.  Cyclical neutropenia and other periodic hematological disorders: a review of mechanisms and mathematical models.

Authors:  C Haurie; D C Dale; M C Mackey
Journal:  Blood       Date:  1998-10-15       Impact factor: 22.113

5.  Analysis of megakaryocyte ploidy in rat bone marrow cultures.

Authors:  D J Kuter; S M Greenberg; R D Rosenberg
Journal:  Blood       Date:  1989-11-01       Impact factor: 22.113

Review 6.  Thrombopoietin: the primary regulator of platelet production.

Authors:  K Kaushansky
Journal:  Blood       Date:  1995-07-15       Impact factor: 22.113

7.  Juvenile cyclic amegakaryocytic thrombocytopenia: a novel entity.

Authors:  Marrie Bruin; Marloes R Tijssen; Marc Bierings; Masja de Haas
Journal:  J Pediatr Hematol Oncol       Date:  2005-03       Impact factor: 1.289

Review 8.  Thrombopoietin and thrombopoietin mimetics in the treatment of thrombocytopenia.

Authors:  David J Kuter
Journal:  Annu Rev Med       Date:  2009       Impact factor: 13.739

9.  Physiological regulation of early and late stages of megakaryocytopoiesis by thrombopoietin.

Authors:  F J de Sauvage; K Carver-Moore; S M Luoh; A Ryan; M Dowd; D L Eaton; M W Moore
Journal:  J Exp Med       Date:  1996-02-01       Impact factor: 14.307

10.  Revised Estimates for the Number of Human and Bacteria Cells in the Body.

Authors:  Ron Sender; Shai Fuchs; Ron Milo
Journal:  PLoS Biol       Date:  2016-08-19       Impact factor: 8.029

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  5 in total

1.  Response of an oscillatory differential delay equation to a periodic stimulus.

Authors:  Daniel C De Souza; Michael C Mackey
Journal:  J Math Biol       Date:  2019-01-12       Impact factor: 2.259

2.  Cyclic thrombocytopenia with statistically significant neutrophil oscillations.

Authors:  Gabriel P Langlois; Donald M Arnold; Jayson Potts; Brian Leber; David C Dale; Michael C Mackey
Journal:  Clin Case Rep       Date:  2018-05-31

3.  Evaluating the Role of Janus Kinase Pathways in Platelet Homeostasis Using a Systems Modeling Approach.

Authors:  Sarita Koride; Satyaprakash Nayak; Christopher Banfield; Mark C Peterson
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2019-06-25

4.  Importance of Stability Analysis When Using Nonlinear Semimechanistic Models to Describe Drug-Induced Hematotoxicity.

Authors:  Chiara Fornari; Carmen Pin; James W T Yates; Jerome T Mettetal; Teresa A Collins
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2020-07-08

5.  Quantitative systems pharmacology model of thrombopoiesis and platelet life-cycle, and its application to thrombocytopenia based on chronic liver disease.

Authors:  Ryosuke Shimizu; Takayuki Katsube; Toshihiro Wajima
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2021-05-03
  5 in total

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