期刊论文详细信息
BMC Systems Biology
A mathematical model of the unfolded protein stress response reveals the decision mechanism for recovery, adaptation and apoptosis
Constantinos Deltas1  Myrtani Pieri1  Kamil Erguler1 
[1] Molecular Medicine Research Center and Laboratory of Molecular and Medical Genetics, Department of Biological Sciences, University of Cyprus, Kallipoleos 75, 1678 Nicosia, Cyprus
关键词: Oscillation;    Sensitivity;    Bifurcation;    Chaperones;    Translation attenuation;    Mathematical modelling;    Unfolded protein response;    Endoplasmic reticulum stress;   
Others  :  1143043
DOI  :  10.1186/1752-0509-7-16
 received in 2012-10-22, accepted in 2013-01-28,  发布年份 2013
PDF
【 摘 要 】

Background

The unfolded protein response (UPR) is a major signalling cascade acting in the quality control of protein folding in the endoplasmic reticulum (ER). The cascade is known to play an accessory role in a range of genetic and environmental disorders including neurodegenerative and cardiovascular diseases, diabetes and kidney diseases. The three major receptors of the ER stress involved with the UPR, i.e. IRE1 α, PERK and ATF6, signal through a complex web of pathways to convey an appropriate response. The emerging behaviour ranges from adaptive to maladaptive depending on the severity of unfolded protein accumulation in the ER; however, the decision mechanism for the switch and its timing have so far been poorly understood.

Results

Here, we propose a mechanism by which the UPR outcome switches between survival and death. We compose a mathematical model integrating the three signalling branches, and perform a comprehensive bifurcation analysis to investigate possible responses to stimuli. The analysis reveals three distinct states of behaviour, low, high and intermediate activity, associated with stress adaptation, tolerance, and the initiation of apoptosis. The decision to adapt or destruct can, therefore, be understood as a dynamic process where the balance between the stress and the folding capacity of the ER plays a pivotal role in managing the delivery of the most appropriate response. The model demonstrates for the first time that the UPR is capable of generating oscillations in translation attenuation and the apoptotic signals, and this is supplemented with a Bayesian sensitivity analysis identifying a set of parameters controlling this behaviour.

Conclusions

This work contributes largely to the understanding of one of the most ubiquitous signalling pathways involved in protein folding quality control in the metazoan ER. The insights gained have direct consequences on the management of many UPR-related diseases, revealing, in addition, an extended list of candidate disease modifiers. Demonstration of stress adaptation sheds light to how preconditioning might be beneficial in manifesting the UPR outcome to prevent untimely apoptosis, and paves the way to novel approaches for the treatment of many UPR-related conditions.

【 授权许可】

   
2013 Erguler et al.; licensee BioMed Central Ltd.

【 预 览 】
附件列表
Files Size Format View
20150328224025485.pdf 1842KB PDF download
Figure 13. 37KB Image download
Figure 12. 110KB Image download
Figure 11. 53KB Image download
Figure 10. 35KB Image download
Figure 9. 47KB Image download
Figure 8. 78KB Image download
Figure 7. 37KB Image download
Figure 6. 61KB Image download
Figure 5. 30KB Image download
Figure 4. 55KB Image download
Figure 3. 31KB Image download
Figure 2. 46KB Image download
Figure 1. 70KB Image download
【 图 表 】

Figure 1.

Figure 2.

Figure 3.

Figure 4.

Figure 5.

Figure 6.

Figure 7.

Figure 8.

Figure 9.

Figure 10.

Figure 11.

Figure 12.

Figure 13.

【 参考文献 】
  • [1]Inagi R: Endoplasmic reticulum stress as a progression factor for kidney injury. Curr Opin Pharmacol 2010, 10(2):156-165. [http://www.sciencedirect.com/science/article/pii/S1471489209002070 webcite]
  • [2]Kaufman RJ: Orchestrating the unfolded protein response in health and disease. J Clin Invest 2002, 110(10):1389-98.
  • [3]Naidoo N: ER and aging-Protein folding and the ER stress response. Ageing Res Rev 2009, 8(3):150-9.
  • [4]Hetz C, Glimcher LH: XBP-1 and the UPRosome: Mastering Secretory Cell Function. Curr Immunol Rev 2008, 4:1-10.
  • [5]Cybulsky AV: Endoplasmic reticulum stress in proteinuric kidney disease. Kidney Int 2010, 77(3):187-193.
  • [6]Chakrabarti A, Chen AW, Varner JD: A review of the mammalian unfolded protein response. Biotechnol Bioeng 2011, 108(12):2777-2793.
  • [7]Morris JA, Dorner AJ, Edwards CA, Hendershot LM, Kaufman RJ: Immunoglobulin Binding Protein (BiP) function is required to protect cells from endoplasmic reticulum stress but is not required for the secretion of selective proteins. J Biol Chem 1997, 272(7):4327-4334.
  • [8]Inagi R, Kumagai T, Nishi H, Kawakami T, Miyata T, Fujita T, Nangaku M: Preconditioning with endoplasmic reticulum stress ameliorates mesangioproliferative glomerulonephritis. J Am Soc Nephrology 2008, 19(5):915-922.
  • [9]Kohno K: Stress-sensing mechanisms in the unfolded protein response similarities and differences between yeast and mammals. J Biochem 2010, 147:27-33.
  • [10]Kimata Y, Kohno K: Endoplasmic reticulum stress-sensing mechanisms in yeast and mammalian cells. Curr Opin Cell Biol 2011, 23(2):135-142.
  • [11]Tabas I, Ron D: Integrating the mechanisms of apoptosis induced by endoplasmic reticulum stress. Nat Cell Biol 2011, 13(3):184-90.
  • [12]Ron D, Walter P: Signal integration in the endoplasmic reticulum unfolded protein response. Nat Rev Mol Cell Biol 2007, 8(7):519-529. [http://www.nature.com/nrm/journal/v8/n7/full/nrm2199.html webcite]
  • [13]Hetz C, Glimcher LH: Fine-tuning of the unfolded protein response Assembling the IRE1alpha interactome. Mol Cell 2009, 35(5):551-61.
  • [14]Pincus D, Chevalier MW, Aragón T, Anken EV, Vidal SE, El-Samad H, Walter P: BiP binding to the ER-Stress sensor Ire1 tunes the homeostatic behavior of the unfolded protein response. Plos Biol 2010, 8(7):e1000415. [http://www.plosbiology.org/article/fetchObjectAttachment.action?uri=info:doi/10.1371/journal.pbio.1000415&representation=PDF webcite]
  • [15]Onn A, Ron D: Modeling the endoplasmic reticulum unfolded protein response. Nat Struct Mol Biol 2010, 17(8):924-925.
  • [16]Li H, Korennykh AV, Behrman SL, Walter P: Mammalian endoplasmic reticulum stress sensor IRE1 signals by dynamic clustering. Proc Natl Acad Sci USA 2010, 107(37):16113-16118.
  • [17]Ali MMU, Bagratuni T, Davenport EL, Nowak PR, Silva-Santisteban MC, Hardcastle A, Mcandrews C, Rowlands MG, Morgan GJ, Aherne W, Collins I, Davies FE, Pearl LH: Structure of the Ire1 autophosphorylation complex and implications for the unfolded protein response. EMBO J 2011, 30(5):894-905.
  • [18]Oikawa D, Kimata Y, Kohno K, Iwawaki T: Activation of mammalian IRE1 [alpha] upon ER stress depends on dissociation of BiP rather than on direct interaction with unfolded proteins. Exp Cell Res 2009, 315(15):2496-2504.
  • [19]Gardner BM, Walter P: Unfolded proteins are Ire1-activating ligands that directly induce the unfolded protein response. Science 2011, 333(6051):1891-4.
  • [20]Sicheri F, Silverman R: Putting the brakes on the unfolded protein response. J Cell Biol 2011, 193:17.
  • [21]Rubio C, Pincus D, Korennykh A, Schuck S, El-Samad H, Walter P: Homeostatic adaptation to endoplasmic reticulum stress depends on Ire1 kinase activity. J Cell Biol 2011, 193:171.
  • [22]Chawla A, Chakrabarti S, Ghosh G, Niwa M: Attenuation of yeast UPR is essential for survival and is mediated by IRE1 kinase. J Cell Biol 2011, 193:41.
  • [23]DuRose J, Tam A, Niwa M: Intrinsic capacities of molecular sensors of the unfolded protein response to sense alternate forms of endoplasmic reticulum stress. Mol Biol Cell 2006, 17(7):3095.
  • [24]Han D, Lerner A, Walle LV, Upton J, Xu W, Hagen A: IRE1 [alpha] Kinase Activation Modes Control Alternate Endoribonuclease Outputs to Determine Divergent Cell Fates. Cell 2009, 138(3):562-575. [http://www.sciencedirect.com/science/article/pii/S0092867409008927 webcite]
  • [25]Korennykh AV, Egea PF, Korostelev AA, Finer-Moore J, Zhang C, Shokat KM, Stroud RM, Walter P: The unfolded protein response signals through high-order assembly of Ire1. Nature 2009, 457(7230):[http://www.nature.com/nature/journal/v457/n7230/full/nature07661.html].
  • [26]Korennykh AV: Personal Communication. : ; 2012.
  • [27]Bull VH, Thiede B: Proteome analysis of tunicamycin-induced ER stress. ELECTROPHORESIS 2012, 33(12):1814-1823.
  • [28]Yoshida H, Matsui: XBP1 mRNA is induced by ATF6 and spliced by IRE1 in response to ER stress to produce a highly active transcription factor. Cell 2001, 107(7):881-91.
  • [29]Yamamoto K, Yoshida H, Kokame K, Kaufman RJ, Mori K: Differential contributions of ATF6 and XBP1 to the activation of endoplasmic reticulum stress-responsive cis-acting elements ERSE, UPRE and ERSE-II. J Biochem 2004, 136(3):343-50.
  • [30]Yamada T, Ishihara H, Tamura A, Takahashi R, Yamaguchi S, Takei D, Tokita A, Satake C, Tashiro F, Katagiri H, Aburatani H, ichi Miyazaki J, Oka Y: WFS1-deficiency increases endoplasmic reticulum stress, impairs cell cycle progression and triggers the apoptotic pathway specifically in pancreatic beta-cells. Human Mol Genet 2006, 15(10):1600-1609.
  • [31]Fonseca SG, Ishigaki S, Oslowski CM, Lu S, Lipson KL, Ghosh R, Hayashi E, Ishihara H, Oka Y, Permutt MA, Urano F: Wolfram syndrome 1 gene negatively regulates ER stress signaling in rodent and human cells. J Clin Invest 2010, 120(3):744-755.
  • [32]Thuerauf DJ, Marcinko M, Belmont PJ, Glembotski CC: Effects of the isoform-specific characteristics of ATF6 alpha and ATF6 beta on endoplasmic reticulum stress response gene expression and cell viability. J Biol Chem 2007, 282(31):22865-22878.
  • [33]Yoshida H, Haze K, Yanagi H, Yura T, Mori K: Identification of the cis-acting endoplasmic reticulum stress response element responsible for transcriptional induction of mammalian glucose-regulated proteins Involvement of basic leucine zipper transcription factors. J Biol Chem 1998, 273(50):33741-33749.
  • [34]Haze K, Yoshida H, Yanagi H, Yura T, Mori K: Mammalian transcription factor ATF6 is synthesized as a transmembrane protein and activated by proteolysis in response to endoplasmic reticulum stress. Mol Biol Cell 1999, 10(11):3787-3799.
  • [35]Szegezdi E, Logue SE, Gorman AM, Samali A: Mediators of endoplasmic reticulum stress-induced apoptosis. EMBO Rep 2006, 7(9):880-885.
  • [36]Wek RC: eIF-2 kinases: regulators of general and gene-specific translation initiation. Trends Biochem Sci 1994, 19(11):491-496.
  • [37]Harding HP, Novoa I, Zhang Y, Zeng H, Wek R, Schapira M, Ron D: Regulated translation initiation controls stress-induced gene expression in mammalian cells. Mol Cell 2000, 6(5):1099-1108.
  • [38]Gülow K, Bienert D, Haas IG: BiP is feed-back regulated by control of protein translation efficiency. J Cell Sci 2002, 115(Pt 11):2443-2452.
  • [39]van Huizen R, Martindale JL, Gorospe M, Holbrook NJ: P58IPK, a novel endoplasmic reticulum stress-inducible protein and potential negative regulator of eIF2alpha signaling. J Biol Chem 2003, 278(18):15558-15564.
  • [40]López-Lastra M, Rivas A, Barría MI: Protein synthesis in eukaryotes: the growing biological relevance of cap-independent translation initiation. Biol Res 2005, 38(2-3):121-146.
  • [41]Goldbeter A, Koshland D: An amplified sensitivity arising from covalent modification in biological systems. Proc Nat Acad Sci… 1981. [http://www.jstor.org/discover/10.2307/11361?uid=3739192&uid=2134&uid=2&uid=70&uid=4&sid=21102148328741 webcite]
  • [42]Tyson J, Chen K, Novák B: Sniffers, buzzers, toggles and blinkers dynamics of regulatory and signaling pathways in the cell. Curr Opin Cell Biol 2003. [http://linkinghub.elsevier.com/retrieve/pii/S0955067403000176 webcite]
  • [43]Lu PD, Harding HP, Ron D: Translation reinitiation at alternative open reading frames regulates gene expression in an integrated stress response. J Cell Biol 2004, 167:27-33.
  • [44]Vattem KM, Wek RC: Reinitiation involving upstream ORFs regulates ATF4 mRNA translation in mammalian cells. Proc Natl Acad Sci USA 2004, 101(31):11269-11274.
  • [45]Lee AH, Iwakoshi NN, Glimcher LH: XBP-1 regulates a subset of endoplasmic reticulum resident chaperone genes in the unfolded protein response. Mol Cell Biol 2003, 23(21):7448-7459.
  • [46]Toni T, Welch D, Strelkowa N, Ipsen A, Stumpf MP: Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems. J R Soc Interface 2008, 6(31):187-202.
  • [47]Erguler K, Stumpf MPH: Practical limits for reverse engineering of dynamical systems: a statistical analysis of sensitivity and parameter inferability in systems biology models. Mol BioSyst 2011, 7(5):1593-1602.
  • [48]Zhang T, Brazhnik P, Tyson JJ: Computational analysis of dynamical responses to the intrinsic pathway of programmed cell death. Biophys J 2009, 97(2):415-434.
  • [49]Tyson JJ, Baumann WT, Chen C, Verdugo A, Tavassoly I, Wang Y, Weiner LM, Clarke R: Dynamic modelling of oestrogen signalling and cell fate in breast cancer cells. Nat Rev Cancer 2011, 11(7):523-532. [http://www.nature.com/nrc/journal/v11/n7/full/nrc3081.html webcite]
  • [50]Puthalakath H, O’Reilly LA, Gunn P, Lee L, Kelly PN, Huntington ND, Hughes PD, Michalak EM, McKimm-Breschkin J, Motoyama N, Gotoh T, Akira S, Bouillet P, Strasser A: ER stress triggers apoptosis by activating BH3-only protein Bim. Cell 2007, 129(7):1337-1349.
  • [51]Kaern M, Elston TC, Blake WJ, Collins JJ: Stochasticity in gene expression: from theories to phenotypes. Nat Rev Genet 2005, 6(6):451-464.
  • [52]Trusina A, Papa FR, Tang C: Rationalizing translation attenuation in the network architecture of the unfolded protein response. Proc Natl Acad Sci USA 2008, 105(51):20280-20285. [http://www.pnas.org/content/105/51/20280.long webcite]
  • [53]Marciniak SJ, Yun CY, Oyadomari S, Novoa I, Zhang Y, Jungreis R, Nagata K, Harding HP, Ron D: CHOP induces death by promoting protein synthesis and oxidation in the stressed endoplasmic reticulum. Genes Dev 2004, 18(24):3066-3077.
  • [54]Brush MH, Weiser DC, Shenolikar S: Growth arrest and DNA damage-inducible protein GADD34 targets protein phosphatase 1 alpha to the endoplasmic reticulum and promotes dephosphorylation of the alpha subunit of eukaryotic translation initiation factor 2. Mol Cell Biol 2003, 23(4):1292-1303.
  • [55]Armstrong JL, Flockhart R, Veal GJ, Lovat PE, Redfern CPF: Regulation of endoplasmic reticulum stress-induced cell death by ATF4 in neuroectodermal tumor cells. J Biol Chem 2010, 285(9):6091-6100.
  • [56]McCracken AA, Brodsky JL: A molecular portrait of the response to unfolded proteins. Genome Biol 2000, 1(2):REVIEWS1013.
  • [57]Trusina A, Tang C: The unfolded protein response and translation attenuation: a modelling approach. Diabetes Obes Metab 2010, 12 Suppl 2:27-31. [http://onlinelibrary.wiley.com/doi/10.1111/j.1463-1326.2010.01274.x/abstract;jsessionid= webcite BC778943D52056AB3E3931A9BEB9E251.d02t03]
  • [58]Rutkowski DT, Arnold SM, Miller CN, Wu J, Li J, Gunnison KM, Mori K, Akha AAS, Raden D, Kaufman RJ: Adaptation to ER stress is mediated by differential stabilities of pro-survival and pro-apoptotic mRNAs and proteins. Plos Biol 2006, 4(11):e374. [http://www.plosbiology.org/article/info%3Adoi%2F10.1371%2Fjournal.pbio.0040374 webcite]
  • [59]Rutkowski DT, Kaufman RJ: That which does not kill me makes me stronger: adapting to chronic ER stress. Trends Biochem Sci 2007, 32(10):469-76.
  • [60]Tsang KY, Chan D, Bateman JF, Cheah KSE: In vivo cellular adaptation to ER stress: survival strategies with double-edged consequences. J Cell Sci 2010, 123(Pt 13):2145-2154.
  • [61]Scheuner D, Patel R, Wang F, Lee K, Kumar K, Wu J, Nilsson A, Karin M, Kaufman RJ: Double-stranded RNA-dependent protein kinase phosphorylation of the -subunit of eukaryotic translation initiation factor 2 mediates Apoptosis. J Biol Chem 2006, 281(30):21458-21468.
  • [62]Back SH, Scheuner D, Han J, Song B, Ribick M, Wang J, Gildersleeve RD, Pennathur S, Kaufman RJ: Translation attenuation through eIF2α; phosphorylation prevents oxidative stress and maintains the differentiated state in β Cells. Cell Metabolism 2009, 10:13-26.
  • [63]Hetz C, Bernasconi P, Fisher J, Lee AH, Bassik MC, Antonsson B, Brandt GS, Iwakoshi NN, Schinzel A, Glimcher LH, Korsmeyer SJ: Proapoptotic BAX and BAK modulate the unfolded protein response by a direct interaction with IRE1alpha. Science 2006, 312(5773):572-576.
  • [64]Peyrou M, Cribb AE: Effect of endoplasmic reticulum stress preconditioning on cytotoxicity of clinically relevant nephrotoxins in renal cell lines. Toxicol In Vitro 2007, 21(5):878-886.
  • [65]Li J, Wang JJ, Zhang SX: Preconditioning with endoplasmic reticulum stress mitigates retinal endothelial inflammation via activation of X-box binding protein 1. J Biol Chem 2011, 286(6):4912-4921.
  • [66]Gubler MC: Inherited diseases of the glomerular basement membrane. Nat Clin Pract Nephrol 2008, 4:24-37.
  • [67]Li C, Donizelli M, Rodriguez N, Dharuri H, Endler L, Chelliah V, Li L, He E, Henry A, Stefan MI, Snoep JL, Hucka M, Novère NL, Laibe C: BioModels Database: An enhanced, curated and annotated resource for published quantitative kinetic models. BMC Syst Biol 2010, 4:92. BioMed Central Full Text
  • [68]Funahashi A, Morohashi M, Kitano H: CellDesigner: a process diagram editor for gene-regulatory and biochemical networks. BIOSILICO 2003, 1(5):159-162. [https://openwetware.org/images/c/c0/Funahashi.pdf webcite]
  文献评价指标  
  下载次数:0次 浏览次数:9次