Literature DB >> 30327372

Visualizing hematopoiesis as a stochastic process.

Jason Xu1, Yiwen Wang2, Peter Guttorp3, Janis L Abkowitz4.   

Abstract

Stochastic simulation has played an important role in understanding hematopoiesis, but implementing and interpreting mathematical models requires a strong statistical background, often preventing their use by many clinical and translational researchers. Here, we introduce a user-friendly graphical interface with capabilities for visualizing hematopoiesis as a stochastic process, applicable to a variety of mammal systems and experimental designs. We describe the visualization tool and underlying mathematical model, and then use this to simulate serial transplantations in mice, human cord blood cell expansion, and clonal hematopoiesis of indeterminate potential. The outcomes of these virtual experiments challenge previous assumptions and provide examples of the flexible range of hypotheses easily testable via the visualization tool.
© 2018 by The American Society of Hematology.

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Year:  2018        PMID: 30327372      PMCID: PMC6199667          DOI: 10.1182/bloodadvances.2018023705

Source DB:  PubMed          Journal:  Blood Adv        ISSN: 2473-9529


  26 in total

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Authors:  D Golinelli; P Guttorp; J A Abkowitz
Journal:  Math Med Biol       Date:  2006-03-27       Impact factor: 1.854

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Authors:  P Guttorp; M A Newton; J L Abkowitz
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3.  Clonal hematopoiesis of indeterminate potential and its distinction from myelodysplastic syndromes.

Authors:  David P Steensma; Rafael Bejar; Siddhartha Jaiswal; R Coleman Lindsley; Mikkael A Sekeres; Robert P Hasserjian; Benjamin L Ebert
Journal:  Blood       Date:  2015-04-30       Impact factor: 22.113

4.  The replication rate of human hematopoietic stem cells in vivo.

Authors:  Sandra N Catlin; Lambert Busque; Rosemary E Gale; Peter Guttorp; Janis L Abkowitz
Journal:  Blood       Date:  2011-02-22       Impact factor: 22.113

Review 5.  Differentiation and proliferation of hematopoietic stem cells.

Authors:  M Ogawa
Journal:  Blood       Date:  1993-06-01       Impact factor: 22.113

6.  Evidence that the number of hematopoietic stem cells per animal is conserved in mammals.

Authors:  Janis L Abkowitz; Sandra N Catlin; Monica T McCallie; Peter Guttorp
Journal:  Blood       Date:  2002-10-01       Impact factor: 22.113

7.  Notch-mediated expansion of human cord blood progenitor cells capable of rapid myeloid reconstitution.

Authors:  Colleen Delaney; Shelly Heimfeld; Carolyn Brashem-Stein; Howard Voorhies; Ronald L Manger; Irwin D Bernstein
Journal:  Nat Med       Date:  2010-01-17       Impact factor: 53.440

8.  Gfi-1 restricts proliferation and preserves functional integrity of haematopoietic stem cells.

Authors:  Hanno Hock; Melanie J Hamblen; Heather M Rooke; Jeffrey W Schindler; Shireen Saleque; Yuko Fujiwara; Stuart H Orkin
Journal:  Nature       Date:  2004-09-29       Impact factor: 49.962

9.  Evidence that hematopoiesis may be a stochastic process in vivo.

Authors:  J L Abkowitz; S N Catlin; P Guttorp
Journal:  Nat Med       Date:  1996-02       Impact factor: 53.440

10.  Loss of stem cell repopulating ability upon transplantation. Effects of donor age, cell number, and transplantation procedure.

Authors:  D E Harrison; C M Astle
Journal:  J Exp Med       Date:  1982-12-01       Impact factor: 14.307

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  8 in total

1.  Clonal hematopoiesis: mechanisms driving dominance of stem cell clones.

Authors:  Grant A Challen; Margaret A Goodell
Journal:  Blood       Date:  2020-10-01       Impact factor: 22.113

2.  Predicting Time to Relapse in Acute Myeloid Leukemia through Stochastic Modeling of Minimal Residual Disease Based on Clonality Data.

Authors:  Khanh N Dinh; Roman Jaksik; Seth J Corey; Marek Kimmel
Journal:  Comput Syst Oncol       Date:  2021-09-14

Review 3.  Haematopoiesis in Zebrafish (Danio Rerio).

Authors:  Michał Stosik; Beata Tokarz-Deptuła; Wiesław Deptuła
Journal:  Front Immunol       Date:  2022-06-02       Impact factor: 8.786

Review 4.  Combination strategies to promote sensitivity to cytarabine-induced replication stress in acute myeloid leukemia with and without DNMT3A mutations.

Authors:  Daniil E Shabashvili; Yang Feng; Prabhjot Kaur; Kartika Venugopal; Olga A Guryanova
Journal:  Exp Hematol       Date:  2022-03-16       Impact factor: 3.249

5.  Optimal experimental design for mathematical models of haematopoiesis.

Authors:  Luis Martinez Lomeli; Abdon Iniguez; Prasanthi Tata; Nilamani Jena; Zhong-Ying Liu; Richard Van Etten; Arthur D Lander; Babak Shahbaba; John S Lowengrub; Vladimir N Minin
Journal:  J R Soc Interface       Date:  2021-01-27       Impact factor: 4.118

Review 6.  Understanding intrinsic hematopoietic stem cell aging.

Authors:  Eva Mejia-Ramirez; Maria Carolina Florian
Journal:  Haematologica       Date:  2019-12-05       Impact factor: 9.941

7.  Computational modeling of stem and progenitor cell kinetics identifies plausible hematopoietic lineage hierarchies.

Authors:  Lisa Bast; Michèle C Buck; Judith S Hecker; Robert A J Oostendorp; Katharina S Götze; Carsten Marr
Journal:  iScience       Date:  2021-01-29

Review 8.  Hematopoietic Stem Cells: Nature and Niche Nurture.

Authors:  Geoffrey Brown
Journal:  Bioengineering (Basel)       Date:  2021-05-15
  8 in total

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