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Mathematical modeling identified c-FLIP as an apoptotic switch in death receptor induced apoptosis

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Abstract

Apoptosis is an essential process to get rid of injured or unwanted cells. In this study, we proposed a mathematical modeling for death receptor mediated apoptosis to investigate the role of c-FLIP in controlling the balance between apoptosis and survival. In order to get insight into how NF-kappa B mediated pro-survival pathway affects the outcome of our modeling, we implemented reduced models without taking such regulation into consideration. Our simulation revealed that c-FLIP could act as a pivotal death or life switch and this switch-like behavior is bistable, irreversible, and robust. We introduce a new term, probability apoptosis, to delineate the likelihood in occurrence of apoptosis events. This simulation system is plausible and may offer several valuable clinical indications for the abnormal apoptosis related disease, such as cancer.

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Abbreviations

c-FLIP:

Cellular-FLICE inhibitory protein

DISC:

Death inducing signaling complex

DD:

Death domain

DR:

Death receptor

DED:

Death effector domain

TNF:

Tumor necrosis factor

Bcl-2:

B cell lymphoma 2

IAP:

Inhibitor of apoptosis protein

TRAF:

Tumor necrosis factor-receptor associated factor

RIP:

Receptor interacting protein

FADD:

Fas-associated DED

Casp n:

Pro-caspase n

Casp n*:

Activated caspase n

NF-kappa B*:

Activated form of NF-kappa B

References

  1. Budd RC (2002) Death receptors couple to both cell proliferation and apoptosis. J Clin Invest 109:437–441

    PubMed  CAS  Google Scholar 

  2. Kataoka T, Budd RC, Holler N et al (2000) The caspase-8 inhibitor FLIP promotes activation of NF-kappaB and Erk signaling pathways. Curr Biol 10:640–648. doi:10.1016/S0960-9822(00)00512-1

    Article  PubMed  CAS  Google Scholar 

  3. Hyer ML, Samuel T, Reed JC (2006) The FLIP-side of Fas signaling. Clin Cancer Res 12:5929–5931. doi:10.1158/1078-0432.CCR-06-2098

    Article  PubMed  CAS  Google Scholar 

  4. Bagci EZ, Vodovotz Y, Billiar TR et al (2006) Bistability in apoptosis: roles of bax, bcl-2, and mitochondrial permeability transition pores. Biophys J 90:1546–1559. doi:10.1529/biophysj.105.068122

    Article  PubMed  CAS  Google Scholar 

  5. Legewie S, Bluthgen N, Herzel H (2006) Mathematical modeling identifies inhibitors of apoptosis as mediators of positive feedback and bistability. Comput Biol 2:e120. doi:10.1371/journal.pcbi.0020120

    Google Scholar 

  6. Stucki JW, Simon HU (2005) Mathematical modeling of the regulation of caspase-3 activation and degradation. J Theor Biol 234:123–131. doi:10.1016/j.jtbi.2004.11.011

    Article  PubMed  CAS  Google Scholar 

  7. Eissing T, Conzelmann H, Gilles ED (2004) Bistability analyses of a caspase activation model for receptor-induced apoptosis. J Biol Chem 279:36892–36897. doi:10.1074/jbc.M404893200

    Article  PubMed  CAS  Google Scholar 

  8. Choi HS, Han S, Yokota H, Cho KH (2007) Coupled positive feedbacks provoke slow induction plus fast switching in apoptosis. FEBS Lett 581:2684–2690. doi:10.1016/j.febslet.2007.05.016

    Article  PubMed  CAS  Google Scholar 

  9. Kataoka T, Tschopp J (2004) N-terminal fragment of c-FLIP(L) processed by caspase 8 specifically interacts with TRAF2 and induces activation of the NF-kappaB signaling pathway. Mol Cell Biol 24:2627–2636. doi:10.1128/MCB.24.7.2627-2636.2004

    Article  PubMed  CAS  Google Scholar 

  10. Bai S, Liu H, Chen KH, Eksarko P et al (2004) NF-kappaB-regulated expression of cellular FLIP protects rheumatoid arthritis synovial fibroblasts from tumor necrosis factor alpha-mediated apoptosis. Arthritis Rheum 50:3844–3855. doi:10.1002/art.20680

    Article  PubMed  CAS  Google Scholar 

  11. Mathas S, Lietz A, Anagnostopoulos I et al (2004) c-FLIP mediates resistance of Hodgkin/Reed-Sternberg cells to death receptor-induced apoptosis. J Exp Med 199:1041–1052. doi:10.1084/jem.20031080

    Article  PubMed  CAS  Google Scholar 

  12. Micheau O, Lens S, Gaide O, Alevizopoulos K, Tschopp J (2001) NF-kappaB signals induce the expression of c-FLIP. Mol Cell Biol 21:5299–5305. doi:10.1128/MCB.21.16.5299-5305.2001

    Article  PubMed  CAS  Google Scholar 

  13. Gilot D, Serandour AL, Ilyin GP et al (2005) A role for caspase-8 and c-FLIPL in proliferation and cell-cycle progression of primary hepatocytes. Carcinogenesis 26:2086–2094. doi:10.1093/carcin/bgi187

    Article  PubMed  CAS  Google Scholar 

  14. Kataoka T (2005) The caspase-8 modulator c-FLIP. Crit Rev Immunol 25:31–58. doi:10.1615/CritRevImmunol.v25.i1.30

    Article  PubMed  CAS  Google Scholar 

  15. Boatright KM, Deis C, Denault JB, Sutherlin DP, Salvesen GS (2004) Activation of caspases-8 and -10 by FLIP(L). Biochem J 382:651–657. doi:10.1042/BJ20040809

    Article  PubMed  CAS  Google Scholar 

  16. Scaffidi C, Schmitz I, Krammer PH, Peter ME (1999) The role of c-FLIP in modulation of CD95-induced apoptosis. J Biol Chem 274:1541–1548. doi:10.1074/jbc.274.3.1541

    Article  PubMed  CAS  Google Scholar 

  17. Higgs BW, Dileo J, Chang WE et al (2006) Modeling the effects of a Staphylococcal enterotoxin B (SEB) on the apoptosis pathway. BMC Microbiol 6:48. doi:10.1186/1471-2180-6-48

    Article  PubMed  Google Scholar 

  18. Wilson TR, McLaughlin KM, McEwan M et al (2007) c-FLIP: a key regulator of colorectal cancer cell death. Cancer Res 67:5754–5762. doi:10.1158/0008-5472.CAN-06-3585

    Article  PubMed  CAS  Google Scholar 

  19. Oyarzo MP, Medeiros LJ, Atwell C et al (2006) c-FLIP confers resistance to FAS-mediated apoptosis in anaplastic large-cell lymphoma. Blood 107:2544–2547. doi:10.1182/blood-2005-06-2601

    Article  PubMed  CAS  Google Scholar 

  20. Dutton A, Young LS, Murray PG (2006) The role of cellular FLICE inhibitory protein (c-FLIP) in the pathogenesis and treatment of cancer. Expert Opin Ther Targets 10:27–35. doi:10.1517/14728222.10.1.27

    Article  PubMed  CAS  Google Scholar 

  21. Mitsiades CS, Poulaki V, Fanourakis G et al (2006) Fas signaling in thyroid carcinomas is diverted from apoptosis to proliferation. Clin Cancer Res 12:3705–3712. doi:10.1158/1078-0432.CCR-05-2493

    Article  PubMed  CAS  Google Scholar 

  22. Zhang Z, Jin L, Qian X et al (2007) Novel Bcl-2 inhibitors: discovery and mechanism study of small organic apoptosis-inducing agents. Chembiochem 8:113–121. doi:10.1002/cbic.200600305

    Article  PubMed  CAS  Google Scholar 

  23. Hyer ML, Sudarshan S, Kim Y et al (2002) Downregulation of c-FLIP sensitizes DU145 prostate cancer cells to Fas-mediated apoptosis. Cancer Biol Ther 1:401–406

    PubMed  CAS  Google Scholar 

  24. Safa AR, Day TW, Wu CH (2008) Cellular FLICE-like inhibitory protein (C-FLIP): a novel target for cancer therapy. Curr Cancer Drug Targets 8:37–46. doi:10.2174/156800908783497087

    Article  PubMed  CAS  Google Scholar 

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Acknowledgements

This work was supported by grants from the Natural Science Foundation of China (No. 30700357) and Natural Science Foundation of Shandong Province (No. Q2006C06).

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Correspondence to Lihui Han.

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Lihui Han and Yishu Zhao contributed equally to this work.

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Han, L., Zhao, Y. & Jia, X. Mathematical modeling identified c-FLIP as an apoptotic switch in death receptor induced apoptosis. Apoptosis 13, 1198–1204 (2008). https://doi.org/10.1007/s10495-008-0252-3

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