Home LiteratureArticle Details
PMID: 17360353 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

A model of immune regulation as a consequence of randomized lymphocyte division and death times.

Hawkins ED, Turner ML, Dowling MR, van Gend C, Hodgkin PD

Abstract

The magnitude of an adaptive immune response is controlled by the interplay of lymphocyte quiescence, proliferation, and apoptosis. How lymphocytes integrate receptor-mediated signals influencing these cell fates is a fundamental question for understanding this complex system. We examined how lymphocytes interleave times to divide and die to develop a mathematical model of lymphocyte growth regulation. This model provides a powerful method for fitting and analyzing fluorescent division tracking data and reveals how summing receptor-mediated kinetic changes can modify the immune response progressively from rapid tolerance induction to strong immunity. An important consequence of our results is that intrinsic variability in otherwise identical cells, usually dismissed as noise, may have evolved to be an essential feature of immune regulation.

MeSH Terms
Animals Cell Death Cell Division Cell Survival Immunity, Cellular/immunology Lymphocytes/cytology Male Mice Mice, Inbred C57BL Models, Biological Time Factors
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Hawkins E D
Immunology Division, The Walter and Eliza Hall Institute of Medical Research, 1G Royal Parade, Parkville, Victoria 3050, Australia.
Turner M L
Dowling M R
van Gend C
Hodgkin P D
References (39)
39 references, click to expand
  1. Stochastic model of T cell proliferation: a calculus revealing IL-2 regulation of precursor frequencies, cell cycle time, and survival.
    J Immunol. 2003 May 15;170(10):4963-72 PMID: 12734339
  2. Different dynamics of CD4+ and CD8+ T cell responses during and after acute lymphocytic choriomeningitis virus infection.
    J Immunol. 2003 Oct 15;171(8):3928-35 PMID: 14530309
  3. The rescaling method for quantifying the turnover of cell populations.
    J Theor Biol. 2003 Nov 21;225(2):275-83 PMID: 14575660
  4. The Bcl-2 family: roles in cell survival and oncogenesis.
    Oncogene. 2003 Nov 24;22(53):8590-607 PMID: 14634621
  5. Evidence from the generation of immunoglobulin G-secreting cells that stochastic mechanisms regulate lymphocyte differentiation.
    Nat Immunol. 2004 Jan;5(1):55-63 PMID: 14647274
  6. A general mathematical framework to model generation structure in a population of asynchronously dividing cells.
    J Theor Biol. 2004 Aug 21;229(4):455-76 PMID: 15246784
  7. Do cells cycle?
    Proc Natl Acad Sci U S A. 1973 Apr;70(4):1263-7 PMID: 4515625
  8. Transition probability and the origin of variation in the cell cycle.
    Nature. 1977 Jun 23;267(5613):704-7 PMID: 876390
  9. A G1 rate model accounts for cell-cycle kinetics attributed to 'transition probability'.
    Nature. 1980 Oct 30;287(5785):857-9 PMID: 6159544
  10. The interleukin-2 T-cell system: a new cell growth model.
    Science. 1984 Jun 22;224(4655):1312-6 PMID: 6427923
  11. Additive models for dependent cell populations.
    J Theor Biol. 1984 Jul 7;109(1):127-46 PMID: 6471866
  12. Single cell studies on the role of B-cell stimulatory factor 1 in B-cell activation.
    Proc Natl Acad Sci U S A. 1987 Mar;84(5):1389-93 PMID: 3493492
  13. Murine B-cell stimulatory factor 1 (interleukin 4) increases expression of the Fc receptor for IgE on mouse B cells.
    Proc Natl Acad Sci U S A. 1987 Jul;84(13):4606-10 PMID: 2955412
  14. bcl-2-immunoglobulin transgenic mice demonstrate extended B cell survival and follicular lymphoproliferation.
    Cell. 1989 Apr 7;57(1):79-88 PMID: 2649247
  15. bcl-2 transgene inhibits T cell death and perturbs thymic self-censorship.
    Cell. 1991 Nov 29;67(5):889-99 PMID: 1959134
  16. Determination of lymphocyte division by flow cytometry.
    J Immunol Methods. 1994 May 2;171(1):131-7 PMID: 8176234
  17. Monoclonal antibodies to murine CD40 define two distinct functional epitopes.
    Eur J Immunol. 1994 Aug;24(8):1828-34 PMID: 7519997
  18. B cell differentiation and isotype switching is related to division cycle number.
    J Exp Med. 1996 Jul 1;184(1):277-81 PMID: 8691143
  19. Counting antigen-specific CD8 T cells: a reevaluation of bystander activation during viral infection.
    Immunity. 1998 Feb;8(2):177-87 PMID: 9491999
  20. In vivo dynamics of anti-viral CD8 T cell responses to different epitopes. An evaluation of bystander activation in primary and secondary responses to viral infection.
    Adv Exp Med Biol. 1998;452:123-42 PMID: 9889966
  21. Integrating signals from IFN-gamma and IL-4 by B cells: positive and negative effects on CD40 ligand-induced proliferation, survival, and division-linked isotype switching to IgG1, IgE, and IgG2a.
    J Immunol. 1999 Oct 15;163(8):4175-81 PMID: 10510353
  22. Switching to IgG3, IgG2b, and IgA is division linked and independent, revealing a stochastic framework for describing differentiation.
    J Immunol. 1999 Nov 1;163(9):4707-14 PMID: 10528168
  23. THE DISTRIBUTION AND INTERDEPENDENCE OF GENERATION TIMES OF HELA CELLS.
    Exp Cell Res. 1964 Jul;35:415-9 PMID: 14195449
  24. VARIATIONS IN THE GENERATION TIMES OF A STRAIN OF RAT SARCOMA CELLS IN CULTURE.
    Exp Cell Res. 1965 Apr;38:75-84 PMID: 14281207
  25. Generation and maintenance of immunological memory.
    Semin Immunol. 2004 Oct;16(5):323-33 PMID: 15528077
  26. Quantifying cell turnover using CFSE data.
    J Immunol Methods. 2005 Mar;298(1-2):183-200 PMID: 15847808
  27. Stochasticity in gene expression: from theories to phenotypes.
    Nat Rev Genet. 2005 Jun;6(6):451-64 PMID: 15883588
  28. Estimating lymphocyte division and death rates from CFSE data.
    Bull Math Biol. 2006 Jul;68(5):1011-31 PMID: 16832737
  29. Proapoptotic Bcl-2 relative Bim required for certain apoptotic responses, leukocyte homeostasis, and to preclude autoimmunity.
    Science. 1999 Nov 26;286(5445):1735-8 PMID: 10576740
  30. A long twentieth century of the cell cycle and beyond.
    Cell. 2000 Jan 7;100(1):71-8 PMID: 10647932
  31. Probability in transcriptional regulation and its implications for leukocyte differentiation and inducible gene expression.
    Blood. 2000 Oct 1;96(7):2323-8 PMID: 11001878
  32. A cellular calculus for signal integration by T cells.
    Nat Immunol. 2000 Sep;1(3):239-44 PMID: 10973282
  33. B cells activated via CD40 and IL-4 undergo a division burst but require continued stimulation to maintain division, survival and differentiation.
    Eur J Immunol. 2001 Apr;31(4):1150-9 PMID: 11298340
  34. Memory CD8+ T cell differentiation: initial antigen encounter triggers a developmental program in naïve cells.
    Nat Immunol. 2001 May;2(5):415-22 PMID: 11323695
  35. Differential regulation of antiviral T-cell immunity results in stable CD8+ but declining CD4+ T-cell memory.
    Nat Med. 2001 Aug;7(8):913-9 PMID: 11479623
  36. Interleukin-4-mediated protection of primary B cells from apoptosis through Stat6-dependent up-regulation of Bcl-xL.
    J Biol Chem. 2002 Jul 26;277(30):27169-75 PMID: 12023955
  37. Intrinsic differences in the proliferation of naive and memory human B cells as a mechanism for enhanced secondary immune responses.
    J Immunol. 2003 Jan 15;170(2):686-94 PMID: 12517929
  38. Dynamic programming of CD8+ T lymphocyte responses.
    Nat Immunol. 2003 Apr;4(4):361-5 PMID: 12640451
  39. Monoallelic expression of the murine gene encoding Toll-like receptor 4.
    Nat Immunol. 2003 May;4(5):464-70 PMID: 12665857
Article Info
Journal
Proceedings of the National Academy of Sciences of the United States of America
Abbr.
Proc Natl Acad Sci U S A
ISSN
0027-8424
Published
2007-03-20
Epub
2007-00-14
Pages
5032-7
Language
English
Region
United States
NLM ID
7505876
PMCID
PMC1821128
Subset
IM
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: product@genelibs.com