Abstract
The reprogramming of somatic cells into induced pluripotent stem cells (iPSCs) has raised extreme hope among both scientists and society by means of development of personalized and regenerative medicine. The field of stem cell research has been accelerating with a drastic speed afterwards and many iPSC lines has been produced for understanding the mechanisms of many debilitating diseases which arise in a variety of organ systems. In this review article we try to focus on the current research regarding the use of iPSCs in both disease modeling and regeneration.
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Abbreviations
- CF:
-
Cystic Fibrosis
- CM:
-
Cardiomyocyte
- CRISPR/Cas9:
-
Clustered Regularly Interspaced Palindromic Repeats/Cas9
- FH:
-
Familial Hypercholesterolemia
- hiPSC:
-
Human Induced Pluripotent Stem Cells
- iPSCs:
-
Induced Pluripotent Stem Cells
- LQTS:
-
Long QT Syndrome
- MHC:
-
Major Histocompatibility Complex
- MI:
-
Myocardial Infarction
- WHO:
-
World Health Organization
- ZFN:
-
Zinc Finger Nuclease
References
Asai A, Aihara E, Watson C, Mourya R, Mizuochi T, Shivakumar P, Phelan K, Mayhew C, Helmrath M, Takebe T, Wells J, Bezerra JA (2017) Paracrine signals regulate human liver organoid maturation from induced pluripotent stem cells. Development 144(6):1056–1064. https://doi.org/10.1242/dev.142794
El-Battrawy I, Lan H, Cyganek L, Zhao Z, Li X, Buljubasic F, Lang S, Yucel G, Sattler K, Zimmermann WH, Utikal J, Wieland T, Ravens U, Borggrefe M, Zhou XB, Akin I (2018) Modeling short QT syndrome using human-induced pluripotent stem cell-derived cardiomyocytes. J Am Heart Assoc 7(7). https://doi.org/10.1161/JAHA.117.007394
Funakoshi S, Miki K, Takaki T, Okubo C, Hatani T, Chonabayashi K, Nishikawa M, Takei I, Oishi A, Naritam M, Hoshijima M, Kimura T, Yamanaka S, Yoshida Y (2016) Enhanced engraftment, proliferation, and therapeutic potential in heart using optimized human iPSC-derived cardiomyocytes. Sci Rep 6:19111. https://doi.org/10.1038/srep19111
Gelinas R, El Khoury N, Chaix MA, Beauchamp C, Alikashani A, Ethier N, Boucher G, Villeneuve L, Robb L, Latour F, Mondesert B, Rivard R, Goyette P, Talajic M, Fiset C, Rioux JD (2017) Characterization of a human induced pluripotent stem cell-derived cardiomyocyte model for the study of variant pathogenicity: validation of a KCNJ2 mutation. Circ Cardiovasc Genet 10(5). https://doi.org/10.1161/CIRCGENETICS.117.001755
Hayano M, Makiyama T, Kamakura T, Watanabe H, Sasaki K, Funakoshi S, Wuriyanghai Y, Nishiuchi S, Harita T, Yamamoto Y, Kohjitani H, Hirose S, Yokoi F, Chen J, Baba O, Horie T, Chonabayashi K, Ohno S, Toyoda F, Yoshida Y, Ono K, Horie M, Kimura T (2017) Development of a patient-derived induced pluripotent stem cell model for the investigation of SCN5A-D1275N-related cardiac sodium channelopathy. Circ J 81(12):1783–1791. https://doi.org/10.1253/circj.CJ-17-0064
Herron TJ, Rocha AM, Campbell KF, Ponce-Balbuena D, Willis BC, Guerrero-Serna G, Liu Q, Klos M, Musa H, Zarzoso M, Bizy A, Furness J, Anumonwo J, Mironov S, Jalife J (2016) Extracellular matrix-mediated maturation of human pluripotent stem cell-derived cardiac monolayer structure and electrophysiological function. Circ Arrhythm Electrophysiol 9(4):e003638. https://doi.org/10.1161/CIRCEP.113.003638
Hinson JT, Chopra A, Nafissi N, Polacheck WJ, Benson CC, Swist S, Gorham J, Yang L, Schafer S, Sheng CC, Haghighi A, Homsy J, Hubner N, Church G, Cook SA, Linke WA, Chen CS, Seidman JG, Seidman CE (2015) Titin mutations in iPS cells define sarcomere insufficiency as a cause of dilated cardiomyopathy. Science 349(6251):982–986. https://doi.org/10.1126/science.aaa5458
Hohwieler M, Illing A, Hermann PC, Mayer T, Stockmann M, Perkhofer L, Eiseler T, Antony JS, Müller M, Renz S, Kuo CC, Lin Q, Sendler M, Breunig M, Kleiderman SM, Lechel A, Zenker M, Leichsenring M, Rosendahl J, Zenke M, Sainz B Jr, Mayerle J, Costa IG, Seufferlein T, Kormann M, Wagner M, Liebau S, Kleger A (2017) Human pluripotent stem cell-derived acinar/ductal organoids generate human pancreas upon orthotopic transplantation and allow disease modelling. Gut 66:473–486. https://doi.org/10.1136/gutjnl-2016-312423
Hou P, Li Y, Zhang X, Liu C, Guan J, Li H, Zhao T, Ye J, Yang W, Liu K, Ge J, Xu J, Hang Q, Zhao Y, Deng H (2013) Pluripotent stem cells induced from mouse somatic cells by small-molecule compounds. Science 341(6146):651–654. https://doi.org/10.1126/science.1239278
Huang Y, Wan J, Guo Y, Zhu S, Wang Y, Wang L, Guo Q, Lu Y, Wang Z (2017) Transcriptome analysis of induced pluripotent stem cell (iPSC)-derived pancreatic beta-like cell differentiation. Cell Transplant 26(8):1380–1391. https://doi.org/10.1177/0963689717720281
Huangfu D, Osafune K, Maehr R, Guo W, Eijkelenboom A, Chen S, Muhlestein W, Melton DA (2008) Induction of pluripotent stem cells from primary human fibroblasts with only Oct4 and Sox2. Nat Biotechnol 26(11):1269–1275. https://doi.org/10.1038/nbt.1502
Iglesias-Garcia O, Baumgartner S, Macri-Pellizzeri L, Rodriguez-Madoz JR, Abizanda G, Guruceaga E, Albiasu E, Corbacho D, Benavides-Vallve C, Soriano-Navarro M, Gonzalez-Granero S, Gavira JJ, Krausgrill B, Rodriguez-Manero M, Garcıa-Verdugo JM, Ortiz-de-Solorzano C, Halbach M, Hescheler J, Pelacho B, Prosper F (2015) Neuregulin-1beta induces mature ventricular cardiac differentiation from induced pluripotent stem cells contributing to cardiac tissue repair. Stem Cells Dev 24(4):484–496. https://doi.org/10.1089/scd.2014.0211
Iseoka H, Miyagawa S, Fukushima S, Saito A, Masuda S, Yajima S, Ito E, Sougawa N, Takeda M, Harada A, Lee JK, Sawa Y (2018) Pivotal role of non-cardiomyocytes in electromechanical and therapeutic potential of induced pluripotent stem cell-derived engineered cardiac tissue. Tissue Eng Part A 24(3–4):287–300. https://doi.org/10.1089/ten.TEA.2016.0535
Kawatou M, Masumoto H, Fukushima H, Morinaga G, Sakata R, Ashihara T, Yamashita JK (2017) Modelling Torsade de Pointes arrhythmias in vitro in 3D human iPS cell-engineered heart tissue. Nat Commun 8(1):1078. https://doi.org/10.1038/s41467-017-01125-y
Kim J, Hoffman JP, Alpaugh RK, Rhim AD, Reichert M, Stanger BZ, Furth EE, Sepulveda AR, Yuan CX, Won KJ, Donahue G, Sands J, Gumbs AA, Zaret KS (2013) An iPSC line from human pancreatic ductal adenocarcinoma undergoes early to invasive stages of pancreatic cancer progression. Cell Rep 3(6):2088–2099. https://doi.org/10.1016/j.celrep.2013.05.036
Kitano K, Schwartz DM, Zhou H, Gilpin SE, Wojtkiewicz GR, Ren X, Sommer CA, Capilla AV, Mathisen DJ, Goldstein AM, Mostoslavsky G, Ott HC (2017) Bioengineering of functional human induced pluripotent stem cell-derived intestinal grafts. Nat Commun 8(1):765. https://doi.org/10.1038/s41467-017-00779-y
Konagaya S, Iwata H (2016) Reproducible preparation of spheroids of pancreatic hormone positive cells from human iPS cells: an in vitro study. Biochim Biophys Acta 1860(9):2008–2016. https://doi.org/10.1016/j.bbagen.2016.05.012
Kondo Y, Toyoda T, Inagaki N, Osafune K (2018) iPSC technology-based regenerative therapy for diabetes. J Diabetes Investig 9(2):234–243. https://doi.org/10.1111/jdi.12702
Koui Y, Kido T, Ito T, Oyama H, Chen SW, Katou Y, Shirahige K, Miyajima A (2017) An in vitro human liver model by iPSC-derived parenchymal and non-parenchymal cells. Stem Cell Rep 9(2):490–498. https://doi.org/10.1016/j.stemcr.2017.06.010
Kuramoto Y, Naito AT, Tojo H, Sakai T, Ito M, Shibamoto M, Nakagawaa A, Higoa T, Okadaa K, Yamaguchid T, Lee JK, Miyagawaf S, Sawaf Y, Sakataa Y, Komuro I (2018) Generation of Fabry cardiomyopathy model for drug screening using induced pluripotent stem cell-derived cardiomyocytes from a female Fabry patient. J Mol Cell Cardiol 121:256–265. https://doi.org/10.1016/j.yjmcc.2018.07.246
Li J, Minami I, Shiozaki M, Yu L, Yajima S, Miyagawa S, Shiba Y, Morone N, Fukushima S, Yoshioka M, Li S, Qiao J, Li X, Wang L, Kotera H, Nakatsuji N, Sawa Y, Chen Y, Liu L (2017) Human pluripotent stem cell-derived cardiac tissue-like constructs for repairing the infarcted myocardium. Stem Cell Rep 9(5):1546–1559. https://doi.org/10.1016/j.stemcr.2017.09.007
Lorvellec M, Scottoni F, Crowley C, Fiadeiro R, Maghsoudlou P, Pellegata AF, Mazzacuva F, Gjinovci A, Lyne AM, Zulini J, Little D, Mosaku O, Kelly D, De-Coppi P, Gissen P (2017) Mouse decellularised liver scaffold improves human embryonic and induced pluripotent stem cells differentiation into hepatocyte-like cells. PLoS One 12(12):e0189586. https://doi.org/10.1371/journal.pone.0189586
Lu HR, Hortigon-Vinagre MP, Zamora V, Kopljar I, De Bondt A, Gallacher DJ, Smith G (2017) Application of optical action potentials in human induced pluripotent stem cells-derived cardiomyocytes to predict drug-induced cardiac arrhythmias. J Pharmacol Toxicol Methods 87:53–67. https://doi.org/10.1016/j.vascn.2017.05.001
Mehta A, Ramachandra CJA, Singh P, Chitre A, Lua CH, Mura M, Crotti L, Wong P, Schwartz PJ, Gnecchi M, Shim W (2018) Identification of a targeted and testable antiarrhythmic therapy for long-QT syndrome type 2 using a patient-specific cellular model. Eur Heart J 39(16):1446–1455. https://doi.org/10.1093/eurheartj/ehx394
Mihara Y, Matsuura K, Sakamoto Y, Okano T, Kokudo N, Shimizu T (2017) Production of pancreatic progenitor cells from human induced pluripotent stem cells using a three-dimensional suspension bioreactor system. J Tissue Eng Regen Med 11(11):3193–3201. https://doi.org/10.1002/term.2228
Miller DC, Harmer SC, Poliandri A, Nobles M, Edwards EC, Ware JS, Sharp TV, McKay TR, Dunkel L, Lambiase PD, Tinker A (2017) Ajmaline blocks INa and IKr without eliciting differences between Brugada syndrome patient and control human pluripotent stem cell-derived cardiac clusters. Stem Cell Res 25:233–244. https://doi.org/10.1016/j.scr.2017.11.003
Millman JR, Xie C, Van Dervort A, Gurtler M, Pagliuca FW, Melton DA (2016) Generation of stem cell-derived beta-cells from patients with type 1 diabetes. Nat Commun 7:11463. https://doi.org/10.1038/ncomms11463
Nie YZ, Zheng YW, Ogawa M, Miyagi E, Taniguchi H (2018) Human liver organoids generated with single donor-derived multiple cells rescue mice from acute liver failure. Stem Cell Res Ther 9(1):5. https://doi.org/10.1186/s13287-017-0749-1
Okita K, Matsumura Y, Sato Y, Okada A, Morizane A, Okamoto S, Hong H, Nakagawa M, Tanabe K, Tezuka KI, Shibata T, Kunisada T, Takahashi M, Takahashi J, Saji H, Yamanaka S (2011) A more efficient method to generate integration-free human iPS cells. Nat Methods 5(5):409–412. https://doi.org/10.1038/nmeth.1591
Okita K, Yamakawa T, Matsumura Y, Sato Y, Amano N, Watanabe A, Goshima N, Yamanaka S (2013) An efficient nonviral method to generate integration-free human-induced pluripotent stem cells from cord blood and peripheral blood cells. Stem Cells 31(3):458–466. https://doi.org/10.1002/stem.1293
Ong J, Serra MP, Segal J, Cujba AM, Ng SS, Butler R, Millar V, Hatch S, Zimri S, Koike H, Chan K, Bonham A, Walk M, Voss T, Heaton N, Mitry R, Dhawan A, Ebner D, Danovi D, Nakauchi H, Rashid ST (2018) Imaging-based screen identifies laminin 411 as a physiologically relevant niche factor with importance for i-Hep applications. Stem Cell Rep 10(3):693–702. https://doi.org/10.1016/j.stemcr.2018.01.025
Onozato D, Yamashita M, Fukuyama R, Akagawa T, Kida Y, Koeda A, Hashita T, Iwao T, Matsunaga T (2018a) Efficient generation of Cynomolgus monkey induced pluripotent stem cell-derived intestinal organoids with pharmacokinetic functions. Stem Cells Dev 27(15):1033–1045. https://doi.org/10.1089/scd.2017.0216
Onozato D, Yamashita M, Nakanishi A, Akagawa T, Kida Y, Ogawa I, Hashita T, Iwao T, Matsunaga T (2018b) Generation of intestinal organoids suitable for pharmacokinetic studies from human induced pluripotent stem cells. Drug Metab Dispos 46(9):dmd.118.080374. https://doi.org/10.1124/dmd.118.080374
Pagliuca FW, Millman JR, Gurtler M, Segel M, Van Dervort A, Ryu JH, Peterson QP, Greiner D, Melton DA (2014) Generation of functional human pancreatic beta cells in vitro. Cell 159(2):428–439. https://doi.org/10.1016/j.cell.2014.09.040
Ramaswamy S, Tonnu N, Menon T, Lewis BM, Green KT, Wampler D, Monahan PE, Verma IM (2018) Autologous and heterologous cell therapy for hemophilia B toward functional restoration of factor IX. Cell Rep 23(5):1565–1580. https://doi.org/10.1016/j.celrep.2018.03.121
Rashid T, Takebe T, Nakauchi H (2014) Novel strategies for liver therapy using stem cells. Gut 64(1):1–4. https://doi.org/10.1136/gutjnl-2014-307480
Segeritz CP, Rashid ST, de Brito MC, Serra MP, Ordonez A, Morell CM, Kaserman JE, Madrigal P, Hannan NRF, Gatto L, Tan L, Wilson AA, Lilley K, Marciniak SJ, Gooptu B, Lomas DA, Vallier L (2018) hiPSC hepatocyte model demonstrates the role of unfolded protein response and inflammatory networks in alpha1-antitrypsin deficiency. J Hepatol 69:851–860. https://doi.org/10.1016/j.jhep.2018.05.028
Shiba Y, Gomibuchi T, Seto T, Wada Y, Ichimura H, Tanaka Y, Ogasawara T, Okada K, Shiba N, Sakamoto K, Ido D, Shiina T, Ohkura M, Nakai J, Uno N, Kazuki Y, Oshimura M, Minami I, Ikeda U (2016) Allogeneic transplantation of iPS cell-derived cardiomyocytes regenerates primate hearts. Nature 538(7625):388–391. https://doi.org/10.1038/nature19815
Simsek S, Zhou T, Robinson CL, Tsai SY, Crespo M, Amin S, Lin X, Hon J, Evans T, Chen S (2016) Modeling cystic fibrosis using pluripotent stem cell-derived human pancreatic ductal epithelial cells. Stem Cells Transl Med 5(5):572–579. https://doi.org/10.5966/sctm.2015-0276
Stadtfeld M, Hochedlinger K (2010) Induced pluripotency: history, mechanisms, and applications. Genes Dev 24(20):2239–2263. https://doi.org/10.1101/gad.1963910
Stadtfeld M, Nagaya M, Utikal J, Weir G, Hochedlinger K (2008) Induced pluripotent stem cells generated without viral integration. Science 322(5903):945–949. https://doi.org/10.1126/science.1162494
Takagi C, Yagi H, Hieda M, Tajima K, Hibi T, Abe Y, Kitago M, Shinoda M, Itano O, Kitagawa Y (2017) Mesenchymal stem cells contribute to hepatic maturation of human induced pluripotent stem cells. Eur Surg Res 58(1–2):27–39. https://doi.org/10.1159/000448516
Takahashi K, Yamanaka S (2006) Induction of pluripotent stem cells from mouse embryonic and adult fibroblast cultures by defined factors. Cell 126(4):663–676. https://doi.org/10.1016/j.cell.2006.07.024
Takahashi K, Tanabe K, Ohnuki M, Narita M, Ichisaka T, Tomoda K, Yamanaka S (2007) Induction of pluripotent stem cells from adult human fibroblasts by defined factors. Cell 131(5):861–872. https://doi.org/10.1016/j.cell.2007.11.019
Takahashi Y, Sato S, Kurashima Y, Yamamoto T, Kurokawa S, Yuki Y, Takemura N, Uematsu S, Lai CY, Otsu M, Matsuno H, Osawa H, Mizushima T, Nishimura J, Hayashi M, Yamaguch T, Kiyono H (2018) A refined culture system for human induced pluripotent stem cell-derived intestinal epithelial organoids. Stem Cell Rep 10(1):314–328. https://doi.org/10.1016/j.stemcr.2017.11.004
Tester D, Ackerman MJ (2014) Genetics of long QT syndrome. Methodist Debakey Cardiovasc J 10(1):29–33
Tiburcy M, Hudson JE, Balfanz P, Schlick S, Meyer T, Chang Liao ML, Levent E, Raad F, Zeidler S, Wingender E, Riegler J, Wang M, Gold JD, Kehat I, Wettwer E, Ravens U, Dierickx P, van Laake LW, Goumans MJ, Khadjeh S, Toischer K, Hasenfuss G, Couture LA, Unger A, Linke WA, Araki T, Neel B, Keller G, Gepstein L, Wu JC, Zimmermann WH (2017) Defined engineered human myocardium with advanced maturation for applications in heart failure modeling and repair. Circulation 135(19):1832–1847. https://doi.org/10.1161/CIRCULATIONAHA.116.024145
Veerman CC, Mengarelli I, Lodder EM, Kosmidis G, Bellin M, Zhang M, Dittmann S, Guan K, Wilde AAM, Schulze-Bahr E, Greber B, Bezzina CR, Verkerk AO (2017) Switch from fetal to adult SCN5A isoform in human induced pluripotent stem cell–derived cardiomyocytes unmasks the cellular phenotype of a conduction disease–causing mutation. J Am Heart Assoc Cardiovasc Cerebrovasc Dis 6(7):e005135. https://doi.org/10.1161/JAHA.116.005135
Vegas AJ, Veiseh O, Gurtler M, Millman JR, Pagliuca FW, Bader AR, Doloff JC, Li J, Chen M, Olejnik K, Tam HH, Jhunjhunwala S, Langan E, Aresta-Dasilva S, Gandham S, McGarrigle JJ, Bochenek MA, Hollister-Lock J, Oberholzer J, Greiner DL, Weir GC, Melton DA, Langer R, Anderson DG (2016) Long-term glycemic control using polymer-encapsulated human stem cell-derived beta cells in immune-competent mice. Nat Med 22(3):306–311. https://doi.org/10.1038/nm.4030
Wang B, Jakus AE, Baptista PM, Soker S, Soto-Gutierrez A, Abecassis MM, Shah RN, Wertheim JA (2016) Functional maturation of induced pluripotent stem cell hepatocytes in extracellular matrix-a comparative analysis of bioartificial liver microenvironments. Stem Cells Transl Med 5(9):1257–1267. https://doi.org/10.5966/sctm.2015-0235
Wang X, Raghavan A, Peters DT, Pashos EE, Rader DJ, Musunuru K (2018) Interrogation of the atherosclerosis-associated SORT1 (Sortilin 1) locus with primary human hepatocytes, induced pluripotent stem cell-hepatocytes, and locus-humanized mice. Arterioscler Thromb Vasc Biol 38(1):76–82. https://doi.org/10.1161/ATVBAHA.117.310103
Watson CL, Mahe MM, Munera J, Howell JC, Sundaram N, Poling HM, Schweitzer JI, Vallance JE, Mayhew CN, Sun Y, Grabowski G, Finkbeiner SF, Spence JR, Shroyer NF, Wells JM, Helmrath MA (2014) An in vivo model of human small intestine using pluripotent stem cells. Nat Med 20(11):1310–1314. https://doi.org/10.1038/nm.3737
World health statistics 2018: monitoring health for the SDGs, sustainable development goals. Geneva: World Health Organization; 2018. Licence: CC BY-NC-SA 3.0 IGO
Yabe SG, Fukuda S, Takeda F, Nashiro K, Shimoda M, Okochi H (2017) Efficient generation of functional pancreatic beta-cells from human induced pluripotent stem cells. J Diabetes 9(2):168–179. https://doi.org/10.1111/1753-0407.12400
Yang J, Wang Y, Zhou T, Wong LY, Tian XY, Hong X, Lai WH, Au KW, Wei R, Liu Y (2017) Generation of human liver chimeric mice with hepatocytes from familial hypercholesterolemia induced pluripotent stem cells. Stem Cell Rep 8:605–618. https://doi.org/10.1016/j.stemcr.2017.01.027
Yoshida Y, Yamanaka S (2017) Induced pluripotent stem cells 10 years later: for cardiac applications. Circ Res 120(12):1958–1968. https://doi.org/10.1161/CIRCRESAHA.117.311080
Yu J, Hu K, Smuga-Otto K, Tian S, Stewart R, Slukvin II, Thomson JA (2009) Human induced pluripotent stem cells free of vector and transgene sequences. Science 324(5928):797–801. https://doi.org/10.1126/science.1172482
Yusa K, Rashid ST, Strick-Marchand H, Varela I, Liu PQ, Paschon DE, Miranda E, Ordonez A, Hannan NR, Rouhani FJ (2011) Targeted gene correction of alpha1-antitrypsin deficiency in induced pluripotent stem cells. Nature 478:391–394. https://doi.org/10.1038/nature10424, https://doi.org/10.1074/jbc.R114.635995
Zhang J, Klos M, Wilson GF, Herman AM, Lian X, Raval KK, Barron MR, Hou L, Soerens AG, Yu J, Palecek SP, Lyons GE, Thomson JA, Herron TJ, Jalife J, Kamp TJ (2012) Extracellular matrix promotes highly efficient cardiac differentiation of human pluripotent stem cells: the matrix sandwich method. Circ Res 111(9):1125–1136. https://doi.org/10.1161/CIRCRESAHA.112.273144
Zhu W, Zhao M, Mattapally S, Chen S, Zhang J (2018) CCND2 overexpression enhances the regenerative potency of human induced pluripotent stem cell–derived cardiomyocytes. Circ Res 122:88–96. https://doi.org/10.1161/circresaha.117.311504
Acknowledgement
Zeynep Tokcaer-Keskin was supported by TUBITAK 114C043, ABAPKO project no 2017/01/12.
Many thanks to Dr. Emre Deniz and Kevser Tokcaer for critical reading. The authors apologize in advance for not including all relevant citations on the subject matter.
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Talug, B., Tokcaer-Keskin, Z. (2018). Induced Pluripotent Stem Cells in Disease Modelling and Regeneration. In: Turksen, K. (eds) Cell Biology and Translational Medicine, Volume 5. Advances in Experimental Medicine and Biology(), vol 1144. Springer, Cham. https://doi.org/10.1007/5584_2018_290
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