Abstract
Amyloid diseases, the most clinically relevant protein misfolding pathologies due to the high prevalence of some of them in the population, are characterized by the presence, in specific tissues and organs, of fibrillar deposits of specific peptides or proteins. Increasing efforts are presently dedicated at investigating the structural features and the structure-toxicity relation of the soluble oligomeric precursors arising in the path of fibril formation. In fact, it is increasingly recognised that these unstable, dynamic assemblies are remarkably toxic to cells thus featuring these as the main factor responsible for cell impairment in amyloid diseases. This chapter will review shortly the data presently available on the structural and biochemical features of these assemblies, as well as on their biological and clinical significance.
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References
Stefani M, Dobson CM (2003) Protein aggregation and aggregate toxicity, new insights into protein folding, misfolding diseases and biological evolution. J Mol Med 81:678–699
Chiti F, Dobson CM (2006) Protein misfolding, functional amyloid, and human disease. Annu Rev Biochem 75:333–366
Stefani M (2004) Protein misfolding and aggregation: new examples in medicine and biology of the dark side of the protein world. Biochim Biophys Acta 1739:5–25
Selkoe DJ (2003) Folding proteins in fatal ways. Nature 426:900–904
Reilly MM (1998) Genetically determined neuropathies. J Neurol 245:6–13
Kelly J (1998) Alternative conformation of amyloidogenic proteins and their multi-step assembly pathways. Curr Opin Struct Biol 8:101–106
Dobson CM (2001) The structural basis of protein folding and its links with human disease. Phil Trans R Soc Lond B 356:133–145
Lambert MP, Barlow AK, Chromy BA, Edwards C, Freed R, Liosatos M, Morgan TE, Rozovsky I, Trommer B, Viola KL, Wals P, Zhang C, Finch CE, Krafft GA, Klein WL (1998) Diffusible nonfibrillar ligands derived from Aβ-42 are potent central nervous system neurotoxins. Proc Natl Acad Sci USA 95:6448–6453
Walsh DM, Hartley DM, Kusumoto Y, Fezoui Y, Condron MM, Lomakin A, Benedek GB, Selkoe DJ, Teplow DB (1999) Amyloid β-protein fibrillogenesis. Structure and biological activity of protofibrillar intermediates. J Biol Chem 274:25945–25952
Walsh DM, Klyubin I, Fadeeva JV, Cullen WK, Anwyl R, Wolfe MS, Rowan MJ, Selkoe DJ (2002) Naturally secreted oligomers of amyloid β protein potently inhibit hippocampal long-term potentiation in vivo. Nature 416:535–539
Conway KA, Lee S-J, Rochet JC, Ding TT, Williamson RE, Lansbury PT (2000) Acceleration of oligomerization not fibrillization is a shared property of both alpha-synuclein mutations linked to early-onset Parkinson’s disease. Implication for pathogenesis and therapy. Proc Natl Acad Sci USA 97:571–576
Reixach N, Deechingkit S, Jiang X, Kelly JW, Buxbaum JN (2004) Tissue damage in the amyloidoses: transthyretin monomers and nonnative oligomers are the major cytotoxic species in tissue culture. Proc Natl Acad Sci USA 101:2817–2822
Clarke G, Collins RA, Leavitt BR, Andrews DF, Hayden MR, Lumsden CJ, McInnes RR (2000) A one-hit model of cell death in inherited neuronal degeneration. Nature 406:195–199
Perutz MF, Windle AH (2001) Cause of neuronal death in neurodegenerative diseases attributable to expansion of glutamine repeats. Nature 412:143–144
Litvinovich SV, Brew SA, Aota S, Akiyama SK, Haudenschild C, Ingham KC (1998) Formation of amyloid-like fibrils by self-association of a partially unfolded fibronectin type III module. J Mol Biol 280:245–258
Gujiarro JI, Sunde M, Jones JA, Campbell ID, Dobson CM (1998) Amyloid fibril formation by an SH3 domain. Proc Natl Acad Sci USA 95:4224–4228
Chiti F, Webster P, Taddei N, Clark A, Stefani M, Ramponi G, Dobson CM (1999) Designing conditions for in vitro formation of amyloid protofilaments and fibrils. Proc Natl Acad Sci USA 96:3590–3594
Chiti F, Bucciantini M, Capanni C, Taddei N, Dobson CM, Stefani M (2001) Solution conditions can promote formation of either amyloid protofilaments or mature fibrils from the HypF N-terminal domain. Protein Sci 10:2541–2547
Fändrich M, Dobson CM (2002) The behaviour of polyamino acids reveals an inverse side chain effect in amyloid structure formation. EMBO J 21:5682–5690
Dobson CM (2003) Protein folding and misfolding. Nature 426:884–890
Monsellier E, Chiti F (2007) Prevention of amyloid-like aggregation as a driving force of protein evolution. EMBO Rep 8:737–742
Dobson CM (1999) Protein misfolding, evolution and disease. Trends Biochem Sci 24:329–332
Chiti F, Stefani M, Taddei N, Ramponi G, Dobson CM (2003) Rationalization of the effects of mutations on peptide and protein aggregation rates. Nature 424:805–808
Serpell LC, Sunde M, Benson MD, Tennent GA, Pepys MB, Fraser PE (2000) The protofilament substructure of amyloid fibrils. J Mol Biol 300:1033–1039
Jiménez JL, Nettleton EJ, Bouchard M, Robinson CV, Dobson CM, Saibil HR (2002) The protofilament structure of insulin amyloid fibrils. Proc Natl Acad Sci USA 99:9196–9201
Lührs T, Ri C, Adrian M, Riek-Loher D, Bohrmann B, Döbeli H, Schubert D, Riek R (2005) 3D structure of Alzheimer’s amyloid-β(1-42) fibrils. Proc Natl Acad Sci USA 102:17342–17347
Quintas A, Vaz DC, Cardoso I, Saraiva MJM, Brito RMM (2001) Tetramer dissociation and monomer partial unfolding precedes protofibril formation in amyloidogenic transthyretin variants. J Biol Chem 276:27207–27213
Relini A, Torrassa S, Rolandi R, Ghiozzi A, Rosano C, Canale C, Bolognesi M, Plakoutsi G, Bucciantini M, Chiti F, Stefani M (2004) Monitoring the process of HypF fibrillization and liposome permeabilization by protofibrils. J Mol Biol 338:943–957
Lashuel HA, Petre BM, Wall J, Simon M, Nowak RJ, Walz T, Lansbury PT (2002) α-Synuclein, especially the Parkinson’s disease-associated mutants, forms pore-like annular and tubular protofibrils. J Mol Biol 322:1089–1102
Poirier MA, Li H, Macosko J, Cail S, Amzel M, Ross CA (2002) Huntingtin spheroids and protofibrils as precursors in polyglutamine fibrillization. J Biol Chem 277:41032–41037
Caughey B, Lansbury PT (2003) Protofibrils, pores, fibrils and neurodegeneration: separating the responsible protein aggregates from the innocent bystanders. Annu Rev Neurosci 26:267–298
Lin H, Bhatia R, Lal R (2001) Amyloid β protein forms ion channels: implications for Alzheimer’s disease pathophysiology. FASEB J 15:2433–2444
Bucciantini M, Giannoni E, Chiti F, Baroni F, Formigli L, Zurdo J, Taddei N, Ramponi G, Dobson CM, Stefani M (2002) Inherent toxicity of aggregates implies a common mechanism for protein misfolding diseases. Nature 416:507–511
Sirangelo I, Malmo C, Iannuzzi C, Mezzogiorno A, Bianco MR, Papa M, Irace G (2004) Fibrillogenesis and cytotoxic activity of the amyloid-forming apomyoglobin mutant W7FW14F. J Biol Chem 279:13183–13189
Ceru S, Kokalj SJ, Rabzelj S, Skarabot M, Gutierrez-Aguirre I, Kopitar-Jerala N, Anderluh G, Turk D, Turk V, Zerovnik E (2008) Size and morphology of toxic Âoligomers of amyloidogenic proteins: a case study of human stefin B. Amyloid 15:47–59
O’Nuallain B, Wetzel R (2002) Conformational Abs recognizing a generic amyloid fibril epitope. Proc Natl Acad Sci USA 99:1485–1490
Kayed R, Head E, Thompson JL, McIntire TM, Milton SC, Cotman CW, Glabe CG (2003) Common structure of soluble amyloid oligomers implies common mechanisms of pathogenesis. Science 300:486–489
Ren P-H, Laucker JE, Kachirskaia I, Heuser JE, Melki R, Kopito RR (2009) Cytoplasmic penetration and persistent infection of mammalian cells by polyglutamine aggregates. Nat Cell Biol 11:219–225
Chen Y, Kokholyan N (2005) A single disulfide bond differentiates aggregation pathways of β2-microglobulin. J Mol Biol 354:473–482
Danzer KM, Haasen D, Karow AR, Moussaud S, Habeck M, Giese A, Kretzschmar H, Hengerer B, Kostka M (2007) Different species of α-synuclein oligomers indice calcium influx and seeding. J Neurosci 271:9220–9232
Bravo R, Arimon M, Valle-Delgado JJ, Garcia R, Durany N, Castel S, Cruz M, Ventura S, Fernandez-Busquets X (2008) Sulfated polysaccharides promote the assembly of amyloid β1-42 peptide into stable fibrils of reduced cytotoxicity. J Biol Chem 283:32471–32783
Gharibyan AL, Zamotin V, Yanamandra K, Moskaleva OS, Margulis BA, Kostanyan IA, Morozova-Roche LA (2007) Lysozyme amyloid oligomers and fibrils induce cellular death via different apoptotic/necrotic pathways. J Mol Biol 365:1337–13349
Novitskaya V, Bocharova OV, Bronstein I, Baskakov IV (2006) Amyloid fibrils of mammalian prion protein are highly toxic to cultured cells and primary neurons. J Biol Chem 281:13828–13836
Kayed R, Pensalfini A, Margol L, Sokolov Y, Sarsoza F, Head E, Hall J, Glabe C (2009) Annular protofibrils are a structurally and functionally distinct type of amyloid oligomer. J Biol Chem 284:4230–4237
Hirakura Y, Kagan BL (2001) Pore formation by beta-2-microglobulin: a mechanism for the pathogenesis of dialysis-associated amyloidosis. Amyloid 8:94–100
Bucciantini M, Calloni G, Chiti F, Formigli L, Nosi D, Dobson CM, Stefani M (2004) Pre-fibrillar amyloid protein aggregates share common features of cytotoxicity. J Biol Chem 279:31374–31382
Walsh DM, Selkoe DJ (2004) Oligomers on the brain, the emerging role of soluble protein aggregates in neurodegeneration. Protein Peptide Lett 11:1–16
Cleary JP, Walsh DM, Hofmeister JJ, Shankar GM, Kuskowski MA, Selkoe DJ, Ashe KH (2005) Natural oligomers of the amyloid-β protein specifically disrupt cognitive function. Nat Neurosci 8:79–84
Townsend M, Shankar GM, Mehta T, Walsh DM, Selkoe DJ (2006) Effects of secreted oligomers on amyloid β-protein on hippocampal synaptic plasticity: a potent role for trimers. J Physiol 572(2):477–492
Chromy BA, Nowak RJ, Lambert MP, Viola KI, Chang L, Velasco PT, Jones BW, Fernandez SJ, Lacor PN, Horowitz P, Finch CE, Krafft GA, Klein WL (2003) Self-assembly of Aβ1-42 into globular neurotoxins. Biochemistry 42:12749–12760
Gong Y, Chang I, Viola KI, Lacor PN, Lambert MP, Finch CE, Krafft GA, Klein WI (2003) Alzheimer’s disease-affected brain: presence of oligomeric Aβ ligands (ADDLs) suggests a molecular basis for reversible memory loss. Proc Natl Acad Sci USA 100:10417–10422
Lesné S, Koh MT, Kotlinek L, Kayed R, Glabe CG, Yang A, Gallagher M, Ashe KH (2006) A specific amyloid-beta protein assembly in the brain impairs memory. Nature 440:352–357
Gouras GK, Tsai J, Nasslund J, Vincent B, Edgar M, Checler F, Greefiels JP, Haroutunian V, Buxbaum JD, Xu H, Greengard P, Relkin NR (2000) Intraneuronal Aβ accumulation in human brain. Am J Pathol 156:15–20
Hoshi M, Sato M, Matsumoto S, Noguchi A, Yasutake K, Yoshida N, Sato K (2003) Spherical aggregates of β-amyloid (amylospheroid show high neurotoxicity and activate tau protein kinase I/glycogen synthase kinase-3β. Proc Natl Acad Sci USA 100:6370–6375
Walsh DM, Tseng BP, Rydel RE, Podlisny MB, Selkoe DJ (2000) The oligomerization of amyloid β-protein begins intracellularly in cell derived from human brain. Biochemistry 39:10831–10839
Billings LM, Oddo S, Green KN, McGaugh JL, LaFerla F (2005) Intraneuronal Aβ causes the onset of early Alzheimer’s disease-related cognitive deficits in transgenic mice. Neuron 45:675–688
Dickson DW (1995) Correlation of synaptic and pathological markers with cognition of the elderly. Neurobiol Aging 16:285–298
Koffie RM, Meyer-Luehmann M, Hashimoto T, Adams KW, Mielke ML, Garcia-Alloza M, Micheva KD, Smith SJ, Kim ML, Lee VM, Hyman BT, Spires-Jones TL (2009) Oligomeric amyloid beta associates with postsynaptic densities and correlates with excitatory synapse loss near senile plaques. Proc Natl Acad Sci USA 106:4012–4027
Carulla N, Caddy GL, Hall DR, Zurdo J, Gairi M, Feliz M, Giralt E, Robinson C, Dobson CM (2005) Molecular recycling within amyloid fibrils. Nature 436:554–558
Smith JF, Knowles TPJ, Dobson CM, MacPhee CE, Welland ME (2006) Character-ization of the nanoscale properties of individual amyloid fibrils. Proc Natl Acad Sci USA 103:15806–15811
Martins IC, Kuperstein I, Wilkinson H, Maes E, Vambrabant M, Jonckheere W, Van Gelder P, Hartmann D, D’Hooge R, De Strooper B, Schymkowitz J, Rousseau F (2008) Lipids revert inert Abeta amyloid fibrils to neurotoxic protofibrils that affect learning in mice. EMBO J 27:224–233
Pellistri F, Bucciantini M, Relini A, Gliozzi A, Robello M, Stefani M (2008) Generic interaction of pre-fibrillar amyloid aggregates with NMDA and AMPA receptors results in free Ca2+ increase in primary neuronal cells. J Biol Chem 283:29950–29960
Pepys MB (1995) In: Wheaterall DJ, Ledingham JG, Warrel DA (eds) Oxford textbook of medicine, 3rd Edition, Oxford University Press, Oxford, pp 1512–1524.
Arispe N, Rojas E, Pollard HD (1993) Alzheimer’s disease amyloid beta protein forms calcium channels in bilayer membranes: blockade by tromethamine and aluminium. Proc Natl Acad Sci USA 89:10940–10944
Mirzabekov TA, Lin MC, Kagan BL (1996) Pore formation by the cytotoxic islet amyloid peptide amylin. J Biol Chem 271:1988–1992
Kourie JI (1999) Synthetic C-type mammalian natriuretic peptide forms large cation selective channels. FEBS Lett 445:57–62
Volles MJ, Lansbury PT (2001) Vesicle permeabilization by protofibrillar α-synuclein: comparison of wild-type with Parkinson’s disease linked mutants and insights in the mechanisms. Biochemistry 40:7812–7819
Zhu YJ, Lin H, Lal R (2000) Fresh and nonfibrillar amyloid β protein (1-40) induces rapid cellular degeneration in aged human fibroblasts: evidence for AβP-channel-mediated cellular toxicity. FASEB J 14:1244–1254
Ferreiro E, Resende R, Costa R, Oliveira C, Pereira CMF (2006) An endoplasmic-reticulum-specific apoptotic pathway is involved in prion and amyloid-beta peptides neurotoxicity. Neurobiol Dis 23:669–678
Aleardi AM, Bernard G, Augereau O, Malgat M, Talbot JC, Mazat JP, Letellier T, Dachary-Prigent J, Solaini GC, Rossignol R (2005) Gradual alteration of mitochondrial structure and function by beta-amyloids: importance of membrane viscosity changes, energy deprivation, reactive oxygen species production, and cytochrome c release. J Bioenerg Biomem 37:207–225
King ME, Kan H-M, Baas PW, Erisir A, Glabe CG, Bloom S (2006) Tau-dependent microtubule disassembly initiated by prefibrillar β-amyloid. J Cell Biol 175:541–546
Lustbader JW, Cirilli M, Lin C, Xu HW, Takuma K, Wang N, Caspersen C, Chen X, Pollak S, Chaney M, Trinchese F, Liu S, Gunn-Moore F, Lue LF, Walker DG, Kuppusamy P, Zewier ZL, Arancio O, Stern D, Yan SS, Wu H (2004) ABAD directly links Abeta to mitochondrial toxicity in Alzheimer’s disease. Science 304:448–452
Sherman MY, Goldberg AL (2001) Cellular defences against unfolded proteins: a cell biologist thinks about neurodegenerative diseases. Neuron 29:15–32
Kayed R, Sokolow Y, Edmonds B, McIntire TM, Milton SC, Hall JE, Glabe CG (2004) Permeabilization of lipid bilayers is a common conformation-dependent activity of soluble amyloid oligomers in protein misfolding diseases. J Biol Chem 279:46363–46366
Demuro A, Mina E, Kayed R, Milton SC, Parker I, Glabe CG (2005) Calcium dysregulation and membrane disruption as a ubiquitous neurotoxic mechanism of soluble amyloid oligomers. J Biol Chem 280:17294–17300
Kourie JI, Shorthouse AA (2000) Properties of cytotoxic peptide-induced ion channels. Am J Physiol Cell Physiol 278:C1063–C1087
Wang L, Lashuel HA, Walz T, Colòn W (2002) Murine apolipoprotein serum amyloid A in solution forms a hexamer containing a central channel. Proc Natl Acad Sci USA 99:15947–15952
Chung J, Yang H, de Beus MD, Ryu CY, Cho K, Colòn W (2003) Cu/Zn superoxide dismutase can form pore-like structures. Biochem Biophys Res Commun 312:873–876
Srinivasan R, Marchant RE, Zagorski MG (2004) ABri peptide associated with familial British dementia forms annular and ring-like protofibrillar structures. Amyloid 11:10–13
Vendrely C, Valadie H, Bednarova L, Cardin L, Pasdeloup M, Cappadoro J, Bednar J, Rinaudo M, Jamin M (2005) Assembly of the full-length recombinant mouse prion protein I. Formation of soluble oligomers. Biochim Biophys Acta 1724:355–366
Morishima Y, Gotoh Y, Zieg J, Barrett T, Takano H, Flavell R, Davis RJ, Shirasaki Y, Greenberg ME (2001) Beta-amyloid induces neuronal apoptosis via a mechanism that involves the c-Jun N-terminal kinase pathway and the induction of Fas ligand. J Neurosci 21:7551–7560
Velez-Pardo C, Arroyave ST, Lopera F, Castano AD, Jimenez Del Rio M (2001) Ultrastructure evidence of necrotic neural cell death in familial Alzheimer’s disease brains bearing presenilin-1 E280A mutation. J Alzheimer’s Dis 3:409–415
Bucciantini M, Rigacci S, Berti A, Pieri L, Cecchi C, Nosi D, Formigli L, Chiti F, Stefani M (2005) Patterns of cell death triggered in two different cell lines by HypF-N pre-fibrillar aggregates. FASEB J 19:437–439
Ross CA (2002) Polyglutamine pathogenesis: emergence of unifying mechanisms for Huntington’s disease and related disorders. Neuron 35:819–822
Hsieh H, Boehm J, Sato C, Iwatsubo T, Tomita T, Sisodia S, Malinow R (2006) AMPAR removal underlies Aβ-induced synaptic depression and dendritic spine loss. Neuron 52:831–843
De Felice FG, Velasco PT, Lambert MP, Viola K, Fernandez SJ, Ferreira ST, Klein WL (2007) Aβ oligomers induce neuronal oxidative stress through an N-methyl-d-aspartate receptor-dependent mechanism that is blocked by the Alzheimer drug memantine. J Biol Chem 282:11590–11601
Chevalier-Larsen E, Holzbaur ELF (2006) Axonal transport and neurodegenerative disease. Biochim Biophys Acta 1762:1094–1108
Brandt R, Hundelt M, Shahani N (2004) Tau alteration and neuronal degeneration in tauopathies: mechanisms and models. Biochim Biophys Acta 1739:331–354
Shen Y, He P, Zhong Z, McAllister C, Lindholm K (2006) Distinct destructive signal pathways of neuronal death in Alzheimer’s disease. Trends Mol Med 12:574–579
Choi YG, Kim JL, Lee HP, Jin JK, Choi EK, Carp RI, Kim YS (2000) Induction of heme oxygenase-1 in the brain of scrapie-infected mice. Neurosci Lett 11:173–176
Zhang L, Xing Gq, Barker JL, Chang Y, Maric D, Ma W, Li B-s, Rubinow DR (2001) α-Lipoic acid protects rat cortical neurons against cell death induced by amyloid and hydrogen peroxide through the Akt signalling pathway. Neurosci Lett 312:125–128
Lee DW, Sohn HO, Lim HB, Lee YG, Kim YS, Carp RJ, Wisnievski HM (1999) Alteration of free radical metabolism in the brain of mice infected with scrapie agent. Free Rad Res 30:499–507
Keller JN, Huang FF, Markesbery WR (2002) Decreased levels of proteasome activity and proteasome expression in aging spinal cord. Neuroscience 98:149–156
Butterfield AD, Drake J, Pocernich C, Castegna A (2001) Evidence of oxidative damage in Alzeimer’s disease brain: central role for amyloid β-peptide. Trends Mol Med 7:548–554
Varadarajan S, Yatin S, Aksenova M, Butterfield DA (2000) Alzheimer’s amyloid β-peptide-associated free radical oxidative stress and neurotoxicity. J Struct Biol 130:184–208
Squier TC (2001) Oxidative stress and protein aggregation during biological aging. Exp Gerontol 36:1539–1550
Kawahara M (2004) Disruption of calcium homeostasis in the pathogenesis of Alzheimer’s disease and other conformational diseases. Curr Alz Res 1:87–95
Lacor PN, Buniel MC, Chang L, Fernandez SJ, Gong Y, Viola KL, Lambert M, Velasco PT, Bigio EH, Finch CE, Krafft G, Klein WI (2004) Synaptic targeting by Alzheimer’s-related amyloid β oligomers. J Neurosci 24:10191–10200
Cecchi C, Baglioni S, Fiorillo C, Pensalfini A, Liguri G, Nosi D, Rigacci S, Bucciantini M, Stefani M (2005) Insights into the molecular basis of the differing susceptibility of varying cell types to the toxicity of amyloid aggregates. J Cell Sci 118:3459–3470
Ellis RJ (2001) Macromolecular crowding: an important but neglected aspect of the intracellular environment. Curr Opin Struct Biol 11:114–119
van den Berg B, Ellis J, Dobson CM (1999) Effects of macromolecular crowding on protein folding and aggregation. EMBO J 18:6927–6933
Ran S, Thorpe PE (2002) Phosphatidylserine is a marker of tumour vasculature and a potential target for cancer imaging and therapy. Int J Radiat Oncol Biol Phys 54:1479–1484
Stefani M (2008) Protein folding, misfolding and aggregation on surfaces. Int J Mol Sci 9:2515–2542
Deshpande A, Mina E, Glabe C, Busciglio J (2006) Different conformations of amyloid β induce neurotoxicity by distinct mechanisms in human cortical neurons. J Neurosci 26:6011–6018
Nekooki-Machida Y, Kurosawa M, Nukina N, Ito K, Tanaka M (2009) Distinct conformations of in vitro and vivo amyloids of huntingtin-exon 1 show different cytotoxicity. Proc Natl Acad Sci USA 106:9679–9684
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The author gratefully acknowledges financial support from the Ente Cassa di Risparmio di Firenze and Italian MURST (PRIN Project 2007XY59ZJ_001).
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Stefani, M. (2010). Protein Aggregation Diseases: Toxicity of Soluble Prefibrillar Aggregates and Their Clinical Significance. In: Bross, P., Gregersen, N. (eds) Protein Misfolding and Cellular Stress in Disease and Aging. Methods in Molecular Biology, vol 648. Humana Press, Totowa, NJ. https://doi.org/10.1007/978-1-60761-756-3_2
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