Literature DB >> 18191155

Understanding cyclical thrombocytopenia: a mathematical modeling approach.

Raluca Apostu1, Michael C Mackey.   

Abstract

Cyclical thrombocytopenia (CT) is a rare hematological disease characterized by periodic oscillations in the platelet count. Although first reported in 1936, the pathogenesis and an effective therapy remain to be identified. Since besides fluctuations in platelet levels the patients hematological profile have been consistently normal, a destabilization of a peripheral control mechanism might play an important role in the genesis of this disorder. In this paper, we investigate through computer simulations the mechanisms underlying the platelet oscillations observed in CT. First, we collected the data published in the last 40 years and quantified the significance of the platelet fluctuations using Lomb-Scargle periodograms. Our analysis reveals that the incidence of the statistically significant periodic data is equally distributed in men and women. The mathematical model proposed in this paper captures the essential features of hematopoiesis and successfully duplicates the characteristics of CT. With the same parameter changes, the model is able to fit the platelet counts and to qualitatively reproduce the TPO oscillations (when data is available). Our results indicate that a variation in the megakaryocyte maturity, a slower relative growth rate of megakaryocytes, as well as an increased random destruction of platelets are the critical elements generating the platelet oscillations in CT.

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Year:  2007        PMID: 18191155     DOI: 10.1016/j.jtbi.2007.11.029

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  8 in total

1.  Dynamic metabolomic data analysis: a tutorial review.

Authors:  A K Smilde; J A Westerhuis; H C J Hoefsloot; S Bijlsma; C M Rubingh; D J Vis; R H Jellema; H Pijl; F Roelfsema; J van der Greef
Journal:  Metabolomics       Date:  2009-12-04       Impact factor: 4.290

2.  Flow-accelerated platelet biogenesis is due to an elasto-hydrodynamic instability.

Authors:  Christian Bächer; Markus Bender; Stephan Gekle
Journal:  Proc Natl Acad Sci U S A       Date:  2020-07-27       Impact factor: 11.205

3.  Normal and pathological dynamics of platelets in humans.

Authors:  Gabriel P Langlois; Morgan Craig; Antony R Humphries; Michael C Mackey; Joseph M Mahaffy; Jacques Bélair; Thibault Moulin; Sean R Sinclair; Liangliang Wang
Journal:  J Math Biol       Date:  2017-04-08       Impact factor: 2.259

4.  Understanding, treating and avoiding hematological disease: better medicine through mathematics?

Authors:  David C Dale; Michael C Mackey
Journal:  Bull Math Biol       Date:  2014-09-12       Impact factor: 1.758

5.  Response of an oscillatory differential delay equation to a single stimulus.

Authors:  Michael C Mackey; Marta Tyran-Kamińska; Hans-Otto Walther
Journal:  J Math Biol       Date:  2016-09-09       Impact factor: 2.259

Review 6.  The root of many evils: indolent large granular lymphocyte leukaemia and associated disorders.

Authors:  Ranran Zhang; Mithun Vinod Shah; Thomas P Loughran
Journal:  Hematol Oncol       Date:  2010-09       Impact factor: 5.271

Review 7.  Dynamic hematological disease: a review.

Authors:  Catherine Foley; Michael C Mackey
Journal:  J Math Biol       Date:  2008-03-04       Impact factor: 2.259

8.  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
  8 in total

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