A model of the onset of the senescence associated secretory phenotype after DNA damage induced senescence

Cells and tissues are exposed to stress from numerous sources. Senescence is a protective mechanism that prevents malignant tissue changes and constitutes a fundamental mechanism of aging. It can be accompanied by a senescence associated secretory phenotype (SASP) that causes chronic inflammation. We present a Boolean network model-based gene regulatory network of the SASP, incorporating published gene interaction data. The simulation results describe current biological knowledge. The model predicts different in-silico knockouts that prevent key SASP-mediators, IL-6 and IL-8, from getting activated upon DNA damage. The NF-κB Essential Modulator (NEMO) was the most promising in-silico knockout candidate and we were able to show its importance in the inhibition of IL-6 and IL-8 following DNA-damage in murine dermal fibroblasts in-vitro. We strengthen the speculated regulator function of the NF-κB signaling pathway in the onset and maintenance of the SASP using in-silico and in-vitro approaches. We were able to mechanistically show, that DNA damage mediated SASP triggering of IL-6 and IL-8 is mainly relayed through NF-κB, giving access to possible therapy targets for SASP-accompanied diseases.

[1]  Isabelle S. Lucet,et al.  SOCS3 binds specific receptor–JAK complexes to control cytokine signaling by direct kinase inhibition , 2013, Nature Structural &Molecular Biology.

[2]  Judith Campisi,et al.  Senescence-Associated Secretory Phenotypes Reveal Cell-Nonautonomous Functions of Oncogenic RAS and the p53 Tumor Suppressor , 2008, PLoS biology.

[3]  C. D. Edwards,et al.  p16INK4A Participates in a G1 Arrest Checkpoint in Response to DNA Damage , 1998, Molecular and Cellular Biology.

[4]  Kelly J. Morris,et al.  A complex secretory program orchestrated by the inflammasome controls paracrine senescence , 2013, Nature Cell Biology.

[5]  W C Greene,et al.  NF-kappa B controls expression of inhibitor I kappa B alpha: evidence for an inducible autoregulatory pathway. , 1993, Science.

[6]  E. Zandi,et al.  The IκB Kinase Complex (IKK) Contains Two Kinase Subunits, IKKα and IKKβ, Necessary for IκB Phosphorylation and NF-κB Activation , 1997, Cell.

[7]  Axel Weber,et al.  Interleukin-1 (IL-1) Pathway , 2010, Science Signaling.

[8]  Lawrence A. Donehower,et al.  Rescue of embryonic lethality in Mdm2-deficient mice by absence of p53 , 1995, Nature.

[9]  Carmen Blanco-Aparicio,et al.  PTEN, more than the AKT pathway. , 2007, Carcinogenesis.

[10]  K. Chin,et al.  A Human-Like Senescence-Associated Secretory Phenotype Is Conserved in Mouse Cells Dependent on Physiological Oxygen , 2010, PloS one.

[11]  N. Mori,et al.  Transactivation of the interleukin-1alpha promoter by human T-cell leukemia virus type I and type II Tax proteins. , 1996, Blood.

[12]  Younghee Lee,et al.  Enhancement of NF-kappaB expression and activity upon differentiation of human embryonic stem cell line SNUhES3. , 2007, Stem cells and development.

[13]  C. Rosen,et al.  NF-kappa B subunit-specific regulation of the interleukin-8 promoter , 1993, Molecular and cellular biology.

[14]  C. Casals-Casas,et al.  CREB and AP‐1 activation regulates MKP‐1 induction by LPS or M‐CSF and their kinetics correlate with macrophage activation versus proliferation , 2009, European journal of immunology.

[15]  Y. Son,et al.  Roles of MAPK and NF-κB in Interleukin-6 Induction by Lipopolysaccharide in Vascular Smooth Muscle Cells , 2008, Journal of cardiovascular pharmacology.

[16]  Y. Nakamura,et al.  NF-κB activation by combinations of NEMO SUMOylation and ATM activation stresses in the absence of DNA damage , 2007, Oncogene.

[17]  J. Campisi,et al.  The senescence-associated secretory phenotype: the dark side of tumor suppression. , 2010, Annual review of pathology.

[18]  James R. Woodgett,et al.  Phosphorylation of c-jun mediated by MAP kinases , 1991, Nature.

[19]  A. Salminen,et al.  Emerging role of NF-κB signaling in the induction of senescence-associated secretory phenotype (SASP). , 2012, Cellular signalling.

[20]  K. Yasukawa,et al.  IL-6-induced homodimerization of gp130 and associated activation of a tyrosine kinase. , 1993, Science.

[21]  J. Ninomiya-Tsuji,et al.  The kinase TAK1 can activate the NIK-IκB as well as the MAP kinase cascade in the IL-1 signalling pathway , 1999, Nature.

[22]  Zhijian J. Chen,et al.  ATM- and NEMO-dependent ELKS ubiquitination coordinates TAK1-mediated IKK activation in response to genotoxic stress. , 2010, Molecular cell.

[23]  A. Sancar,et al.  Molecular mechanisms of mammalian DNA repair and the DNA damage checkpoints. , 2004, Annual review of biochemistry.

[24]  S. Han,et al.  Anti-inflammatory effect of adenovirus-mediated IκBα overexpression in respiratory epithelial cells , 2001 .

[25]  E. Kandel,et al.  The regulation and activities of the multifunctional serine/threonine kinase Akt/PKB. , 1999, Experimental cell research.

[26]  P. O'Connor,et al.  Abrogation of p53 function affects gadd gene responses to DNA base-damaging agents and starvation. , 1996, DNA and cell biology.

[27]  Alan Veliz-Cuba Reduction of Boolean network models. , 2011, Journal of theoretical biology.

[28]  Hans A. Kestler,et al.  BoolNet - an R package for generation, reconstruction and analysis of Boolean networks , 2010, Bioinform..

[29]  Yi Lu,et al.  Interleukin-1 (IL-1)-induced TAK1-dependent Versus MEKK3-dependent NFκB Activation Pathways Bifurcate at IL-1 Receptor-associated Kinase Modification* , 2007, Journal of Biological Chemistry.

[30]  Holger Wesche,et al.  IRAK-4: A novel member of the IRAK family with the properties of an IRAK-kinase , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[31]  Y. Shiloh ATM and related protein kinases: safeguarding genome integrity , 2003, Nature Reviews Cancer.

[32]  N. Sonenberg,et al.  Akt Activates the Mammalian Target of Rapamycin by Regulating Cellular ATP Level and AMPK Activity* , 2005, Journal of Biological Chemistry.

[33]  R. Weinberg,et al.  The retinoblastoma protein and cell cycle control , 1995, Cell.

[34]  H J Cohen,et al.  The association of plasma IL-6 levels with functional disability in community-dwelling elderly. , 1997, The journals of gerontology. Series A, Biological sciences and medical sciences.

[35]  D. Brenner,et al.  Association between Serum Interleukin-6 Concentrations and Mortality in Older Adults: The Rancho Bernardo Study , 2012, PloS one.

[36]  Assieh Saadatpour,et al.  A Reduction Method for Boolean Network Models Proven to Conserve Attractors , 2013, SIAM J. Appl. Dyn. Syst..

[37]  M. Karin,et al.  c-Jun N-terminal phosphorylation correlates with activation of the JNK subgroup but not the ERK subgroup of mitogen-activated protein kinases , 1994, Molecular and cellular biology.

[38]  David Beach,et al.  p21 is a universal inhibitor of cyclin kinases , 1993, Nature.

[39]  N. Novère Quantitative and logic modelling of molecular and gene networks , 2015, Nature Reviews Genetics.

[40]  Y Taya,et al.  Inhibition of cyclin-dependent kinase 2 by p21 is necessary for retinoblastoma protein-mediated G1 arrest after gamma-irradiation. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[41]  N. Isakov,et al.  PKCη promotes senescence induced by oxidative stress and chemotherapy , 2014, Cell Death and Disease.

[42]  C. Der,et al.  Targeting the Raf-MEK-ERK mitogen-activated protein kinase cascade for the treatment of cancer , 2007, Oncogene.

[43]  S. Kauffman Homeostasis and Differentiation in Random Genetic Control Networks , 1969, Nature.

[44]  Hua Yu,et al.  STATs in cancer inflammation and immunity: a leading role for STAT3 , 2009, Nature Reviews Cancer.

[45]  M. Crow,et al.  Regulation of c-Jun N-terminal kinase and p38 kinase pathways in endothelial cells. , 2004, American journal of respiratory cell and molecular biology.

[46]  J. Sibilia,et al.  ERK 1/2- and JNKs-dependent Synthesis of Interleukins 6 and 8 by Fibroblast-like Synoviocytes Stimulated with Protein I/II, a Modulin from Oral Streptococci, Requires Focal Adhesion Kinase* , 2003, Journal of Biological Chemistry.

[47]  M. Eilers,et al.  Negative regulation of the mammalian UV response by Myc through association with Miz-1. , 2002, Molecular cell.

[48]  Réka Albert,et al.  Cell Fate Reprogramming by Control of Intracellular Network Dynamics , 2014, PLoS Comput. Biol..

[49]  Aaron Bensimon,et al.  Oncogene-induced senescence is a DNA damage response triggered by DNA hyper-replication , 2006, Nature.

[50]  Jonathan A. Cooper,et al.  Induction of Interleukin-8 Synthesis Integrates Effects on Transcription and mRNA Degradation from at Least Three Different Cytokine- or Stress-Activated Signal Transduction Pathways , 1999, Molecular and Cellular Biology.

[51]  Fabian J Theis,et al.  Decoding the Regulatory Network for Blood Development from Single-Cell Gene Expression Measurements , 2015, Nature Biotechnology.

[52]  M. Oren,et al.  mdm2 expression is induced by wild type p53 activity. , 1993, The EMBO journal.

[53]  M. Karin,et al.  The role of Jun, Fos and the AP-1 complex in cell-proliferation and transformation. , 1991, Biochimica et biophysica acta.

[54]  E. Vellenga,et al.  c-Jun and c-Fos cooperate with STAT3 in IL-6-induced transactivation of the IL-6 respone element (IRE). , 2001, Cytokine.

[55]  Zhaodan Cao,et al.  NF-κB-inducing kinase activates IKK-α by phosphorylation of Ser-176 , 1998 .

[56]  J. Darnell,et al.  Independent and Cooperative Activation of Chromosomal c-fos Promoter by STAT3* , 2003, The Journal of Biological Chemistry.

[57]  M. Karin,et al.  Induction of c‐fos expression through JNK‐mediated TCF/Elk‐1 phosphorylation. , 1995, The EMBO journal.

[58]  P. Maity,et al.  Superoxide anion radicals induce IGF-1 resistance through concomitant activation of PTP1B and PTEN , 2014, EMBO molecular medicine.

[59]  G. Bowden,et al.  The role of JNK and p38 MAPK activities in UVA-induced signaling pathways leading to AP-1 activation and c-Fos expression. , 2003, Neoplasia.

[60]  E. Davidson,et al.  Response to Comment on "Gene Regulatory Networks and the Evolution of Animal Body Plans" , 2006, Science.

[61]  H. Kestler,et al.  A Boolean Model of the Cardiac Gene Regulatory Network Determining First and Second Heart Field Identity , 2012, PloS one.

[62]  Z. Cao,et al.  MyD88: an adapter that recruits IRAK to the IL-1 receptor complex. , 1997, Immunity.

[63]  Hidde de Jong,et al.  Modeling and Simulation of Genetic Regulatory Systems: A Literature Review , 2002, J. Comput. Biol..

[64]  Mark A Sussman,et al.  Phosphorylation of elk-1 by MEK/ERK pathway is necessary for c-fos gene activation during cardiac myocyte hypertrophy. , 2000, Journal of molecular and cellular cardiology.

[65]  S. Elledge,et al.  DNA damage-induced activation of p53 by the checkpoint kinase Chk2. , 2000, Science.

[66]  T. Libermann,et al.  Activation of interleukin-6 gene expression through the NF-kappa B transcription factor , 1990, Molecular and cellular biology.

[67]  G. Courtois,et al.  Posttranslational modifications of NEMO and its partners in NF-κB signaling , 2006 .

[68]  Jonathan Melamed,et al.  Chemokine Signaling via the CXCR2 Receptor Reinforces Senescence , 2008, Cell.

[69]  U. Moll,et al.  The MDM2-p53 interaction. , 2003, Molecular cancer research : MCR.

[70]  J. Chung,et al.  Accelerated aging phenotype in mice with conditional deficiency for mitochondrial superoxide dismutase in the connective tissue , 2011, Aging cell.

[71]  R. Treisman,et al.  ERK activation induces phosphorylation of Elk-1 at multiple S/T-P motifs to high stoichiometry , 1999, Oncogene.

[72]  Andre Burkovski,et al.  Boolean modeling identifies Greatwall/MASTL as an important regulator in the AURKA network of neuroblastoma. , 2016, Cancer letters.

[73]  Gary S. Firestein,et al.  Regulation of c-Jun N-Terminal Kinase by MEKK-2 and Mitogen-Activated Protein Kinase Kinase Kinases in Rheumatoid Arthritis1 , 2004, The Journal of Immunology.

[74]  P. Heinrich,et al.  Interleukin-6-type cytokine signalling through the gp130/Jak/STAT pathway. , 1998, The Biochemical journal.

[75]  Réka Albert,et al.  An effective network reduction approach to find the dynamical repertoire of discrete dynamic networks. , 2013, Chaos.

[76]  D. Peeper,et al.  Oncogene-Induced Senescence Relayed by an Interleukin-Dependent Inflammatory Network , 2008, Cell.

[77]  Yufei Huang,et al.  Genomic Signal Processing , 2012, IEEE Signal Processing Magazine.

[78]  D. MacLean,et al.  A Boolean Model of the Pseudomonas syringae hrp Regulon Predicts a Tightly Regulated System , 2010, PloS one.

[79]  E. Zandi,et al.  The IkappaB kinase complex (IKK) contains two kinase subunits, IKKalpha and IKKbeta, necessary for IkappaB phosphorylation and NF-kappaB activation. , 1997, Cell.

[80]  J. Avruch,et al.  Serine phosphorylation and maximal activation of STAT3 during CNTF signaling is mediated by the rapamycin target mTOR , 2000, Current Biology.

[81]  P. Vogt,et al.  Akt‐mediated regulation of NFκB and the essentialness of NFκB for the oncogenicity of PI3K and Akt , 2009, International journal of cancer.

[82]  P. Pelicci,et al.  Shc mediates IL-6 signaling by interacting with gp130 and Jak2 kinase. , 1997, Journal of immunology.

[83]  E. Appella,et al.  Post-translational modifications and activation of p53 by genotoxic stresses. , 2001, European journal of biochemistry.

[84]  C. Denton,et al.  Ligand-dependent genetic recombination in fibroblasts : a potentially powerful technique for investigating gene function in fibrosis. , 2002, The American journal of pathology.

[85]  S. Akira,et al.  A nuclear factor for IL‐6 expression (NF‐IL6) is a member of a C/EBP family. , 1990, The EMBO journal.

[86]  Jonathan A. Cooper,et al.  Selective activation of JNK/SAPK by interleukin‐1 in rabbit liver is mediated by MKK7 , 1997, FEBS letters.

[87]  Osamu Takeuchi,et al.  Sequential control of Toll-like receptor–dependent responses by IRAK1 and IRAK2 , 2008, Nature Immunology.

[88]  Klaus Rajewsky,et al.  NEMO/IKKγ-Deficient Mice Model Incontinentia Pigmenti , 2000 .

[89]  A. Israël The IKK complex, a central regulator of NF-kappaB activation. , 2010, Cold Spring Harbor perspectives in biology.

[90]  Carlos Cordon-Cardo,et al.  Senescence and tumour clearance is triggered by p53 restoration in murine liver carcinomas , 2007, Nature.

[91]  R. Hoess,et al.  Defining the substrate specificity of cdk4 kinase-cyclin D1 complex. , 1999, Carcinogenesis.

[92]  T. Taniguchi,et al.  Cloning and expression of the human interleukin-6 (BSF-2/IFN beta 2) receptor. , 1988, Science.

[93]  Adam M. Feist,et al.  Reconstruction of biochemical networks in microorganisms , 2009, Nature Reviews Microbiology.

[94]  H. Bernstein,et al.  DNA Damage as the Primary Cause of Aging , 1981, The Quarterly Review of Biology.

[95]  N. Mailand,et al.  The ATM–Chk2–Cdc25A checkpoint pathway guards against radioresistant DNA synthesis , 2001, Nature.

[96]  R. Flavell,et al.  MKK7 is an essential component of the JNK signal transduction pathway activated by proinflammatory cytokines. , 2001, Genes & development.

[97]  K Imada,et al.  The Jak-STAT pathway. , 2000, Molecular immunology.

[98]  William Arbuthnot Sir Lane,et al.  ATM activates p53 by regulating MDM2 oligomerization and E3 processivity , 2009, The EMBO journal.

[99]  Zhijian J. Chen,et al.  TAB2 and TAB3 activate the NF-kappaB pathway through binding to polyubiquitin chains. , 2004, Molecular cell.

[100]  N. Hynes,et al.  Interleukin 6 inhibits proliferation and, in cooperation with an epidermal growth factor receptor autocrine loop, increases migration of T47D breast cancer cells. , 2001, Cancer research.

[101]  T. Henzinger,et al.  Executable cell biology , 2007, Nature Biotechnology.

[102]  A. Vollmar,et al.  Inhibition of p38 MAPK Activation via Induction of MKP-1: Atrial Natriuretic Peptide Reduces TNF-&agr;–Induced Actin Polymerization and Endothelial Permeability , 2002, Circulation research.

[103]  T. Jacques,et al.  Mkp1 Is a c-Jun Target Gene That Antagonizes JNK-Dependent Apoptosis in Sympathetic Neurons , 2010, The Journal of Neuroscience.

[104]  Zhijian J. Chen,et al.  TAK1 is a ubiquitin-dependent kinase of MKK and IKK , 2001, Nature.

[105]  J. Sibilia,et al.  NF‐κB and the MAP kinases/AP‐1 pathways are both involved in interleukin‐6 and interleukin‐8 expression in fibroblast‐like synoviocytes stimulated by protein I/II, a modulin from oral streptococci , 2001, Cellular microbiology.

[106]  A. Stewart,et al.  Improved seamless mutagenesis by recombineering using ccdB for counterselection , 2013, Nucleic acids research.

[107]  K. Propert,et al.  A Phase I Clinical Trial of Systemically Delivered NEMO Binding Domain Peptide in Dogs with Spontaneous Activated B-Cell like Diffuse Large B-Cell Lymphoma , 2014, PloS one.

[108]  N. Dyson The regulation of E2F by pRB-family proteins. , 1998, Genes & development.

[109]  Y. Abu-Amer,et al.  The IκB Kinase (IKK) Inhibitor, NEMO-binding Domain Peptide, Blocks Osteoclastogenesis and Bone Erosion in Inflammatory Arthritis* , 2004, Journal of Biological Chemistry.

[110]  H. Kestler,et al.  From individual Wnt pathways towards a Wnt signalling network , 2008, Philosophical Transactions of the Royal Society B: Biological Sciences.

[111]  Lye Mun Tho,et al.  The ATM-Chk2 and ATR-Chk1 pathways in DNA damage signaling and cancer. , 2010, Advances in cancer research.

[112]  T. Suuronen,et al.  NEMO shuttle: a link between DNA damage and NF-kappaB activation in progeroid syndromes? , 2008, Biochemical and biophysical research communications.

[113]  M. Kelliher,et al.  A Cytosolic ATM/NEMO/RIP1 Complex Recruits TAK1 To Mediate the NF-κB and p38 Mitogen-Activated Protein Kinase (MAPK)/MAPK-Activated Protein 2 Responses to DNA Damage , 2011, Molecular and Cellular Biology.

[114]  T. Fojo,et al.  p53 Inhibits Hypoxia-inducible Factor-stimulated Transcription* , 1998, The Journal of Biological Chemistry.

[115]  D. Goeddel,et al.  NF-kappaB-inducing kinase activates IKK-alpha by phosphorylation of Ser-176. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[116]  S. Lowe,et al.  Senescence of Activated Stellate Cells Limits Liver Fibrosis , 2008, Cell.

[117]  J. Hiscott,et al.  Characterization of a functional NF-kappa B site in the human interleukin 1 beta promoter: evidence for a positive autoregulatory loop , 1993, Molecular and cellular biology.

[118]  H. Bernstein,et al.  Oxidative and other DNA damages as the basis of aging: a review. , 1992, Mutation research.

[119]  P. Schumacker,et al.  Hypoxia-inducible factor-1 (HIF-1). , 2005, Critical care medicine.

[120]  C. Elson,et al.  ERK differentially regulates Th17‐ and Treg‐cell development and contributes to the pathogenesis of colitis , 2013, European journal of immunology.

[121]  M. Hanlon,et al.  C/EBPBeta and Elk-1 synergistically transactivate the c-fos serum response element , 2000, BMC Cell Biology.

[122]  G. Firestein,et al.  Regulation of p38 MAPK by MAPK Kinases 3 and 6 in Fibroblast-Like Synoviocytes1 , 2005, The Journal of Immunology.

[123]  Aurélien Naldi,et al.  Cooperative development of logical modelling standards and tools with CoLoMoTo , 2014, bioRxiv.

[124]  P. Heinrich,et al.  Principles of interleukin (IL)-6-type cytokine signalling and its regulation. , 2003, The Biochemical journal.

[125]  A. Bockmayr,et al.  Computing Symbolic Steady States of Boolean Networks , 2014, ACRI.

[126]  I. Herr,et al.  ATF‐2 is preferentially activated by stress‐activated protein kinases to mediate c‐jun induction in response to genotoxic agents. , 1995, The EMBO journal.

[127]  S Jay Olshansky,et al.  Substantial health and economic returns from delayed aging may warrant a new focus for medical research. , 2013, Health affairs.

[128]  H. Kestler,et al.  Network modeling of signal transduction: establishing the global view , 2008, BioEssays : news and reviews in molecular, cellular and developmental biology.

[129]  Claus Scheidereit,et al.  The IκB kinase complex in NF‐κB regulation and beyond , 2014, EMBO reports.

[130]  J. Campisi,et al.  Persistent DNA damage signaling triggers senescence-associated inflammatory cytokine secretion , 2009, Nature Cell Biology.