An extracellular protein microdomain controls up-regulation of neuronal nicotinic acetylcholine receptors by nicotine
Open accessAbstract
In smoker's brain, rodent brain, and in cultured cells expressing nicotinic receptors, chronic nicotine treatment induces an increase in the total number of high affinity receptors for acetylcholine and nicotine, a process referred to as up-regulation. Up-regulation induced by 1 mm nicotine reaches 6-fold for alpha3beta2 nicotinic receptors transiently expressed in HEK 293 cells, whereas it is much smaller for alpha3beta4 receptors, offering a rationale to investigate the molecular mechanism underlying up-regulation. In this expression system binding sites are mainly intracellular, as shown by [(3)H]epibatidine binding experiments and competition with the impermeant ligand carbamylcholine. Systematic analysis of beta2/beta4 chimeras demonstrates the following. (i) The extracellular domain critically contributes to up-regulation. (ii) Only residues belonging to two beta2 segments, 74-89 and 106-115, confer up-regulation to beta4, mainly by decreasing the amount of binding sites in the absence of nicotine; on an atomic three-dimensional model of the alpha3beta2 receptor these amino acids form a compact microdomain that mainly contributes to the subunit interface and also faces the acetylcholine binding site. (iii) The beta4 microdomain is sufficient to confer to beta2 a beta4-like up-regulation. (iv) This microdomain makes an equivalent contribution to the up-regulation differences between alpha4beta2 and alpha4beta4. We propose that nicotine, by binding to immature oligomers, elicits a conformational reorganization of the microdomain, strengthening the interaction between adjacent subunits and, thus, facilitating maturation processes toward high affinity receptors. This mechanism may be central to nicotine addiction, since alpha4beta2 is the subtype exhibiting the highest degree of up-regulation in the brain.
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Nicotine-induced increases in nAChR (upregulation) are conferred by a specific microdomain in the β2-subunit and are confined to nAChRs that contain the β2-subunit.
“Importantly, nicotine induced increases in nAChR, termed “upregulation”, are conferred by a specific microdomain that is in the β2-subunit 34 and thus this upregulation is confined to nAChR that contain the β2-subunit4, 19, 31, 35-38.”
From β2-Nicotinic Acetylcholine Receptor Availability During Acute and Prolonged Abstinence From Tobacco Smoking (2009) · cites this paper as [34]
The α4β2 combination is the most prevalent β2*-nAChR combination and the most sensitive to upregulation by nicotine.
“Although  2 subunits exist in several different combi- nations with ␣ 2 , ␣ 3 , ␣ 4 , and ␣ 6 subunits, the ␣ 4  2 combination is most prevalent and also the most sensitive to upregulation by nicotine (Nguyen et al., 2003;Sallette et al., 2004).”
From Human Tobacco Smokers in Early Abstinence Have Higher Levels of β<sub>2</sub>* Nicotinic Acetylcholine Receptors than Nonsmokers (2006) · cites this paper as Sallette et al., 2004
Replacing β2 with β4 in α3* or α4* nAChRs significantly reduces receptor upregulation.
“If β4 replaces β2 subunits in either α3* or α4* nAChRs, receptor upregulation is significantly reduced (Wang et al. 1998; Sallette et al. 2004).”
From Nicotine Withdrawal (2015) · cites this paper as Sallette et al. 2004
Current evidence indicates that nicotine, and presumably varenicline, raise nicotinic receptor density by promoting subunit assembly into mature receptors in the endoplasmic reticulum.
“where current evidence indicates that nicotine and presumably varenicline act to increase nAChR density by stimulating assembly of subunits into mature receptors (Sallette et al., 2004(Sallette et al., , 2005;;Kuryatov et al., 2005;Lomazzo et al., 2011;Srinivasan et al., 2011).”
From Chronic Sazetidine-A at Behaviorally Active Doses Does Not Increase Nicotinic Cholinergic Receptors in Rodent Brain (2012) · cites this paper as Sallette et al., 2004
In previous studies on isolated cells, both agonists and antagonists can upregulate receptors.
“In previous studies on isolated cells, both agonists and antagonists can upregulate receptors (50,52,54,58,59).”
From Nicotine is a selective pharmacological chaperone of acetylcholine receptor number and stoichiometry. Implications for drug discovery (2009) · cites this paper as [58]
Cites
Comparative Protein Modelling by Satisfaction of Spatial Restraints
Šali, A., & Blundell, T. L. (1993) · Journal of Molecular Biology · doi:10.1006/jmbi.1993.1626 · Cited by 12,977 · see citing works
SWISS‐MODEL and the Swiss‐Pdb Viewer: An environment for comparative protein modeling
Guex, N., & Peitsch, M. (1997) · Electrophoresis · doi:10.1002/elps.1150181505 · Cited by 11,589 · see citing works
RASMOL: biomolecular graphics for all
Sayle, R. A. (1995) · Trends in Biochemical Sciences · doi:10.1016/s0968-0004(00)89080-5 · Cited by 2,587 · see citing works
Production of high-titer helper-free retroviruses by transient transfection.
Pear, W. S., Nolan, G. P., Scott, M. L., & Baltimore, D. (1993) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.90.18.8392 · Cited by 2,267 · see citing works
Crystal structure of an ACh-binding protein reveals the ligand-binding domain of nicotinic receptors
Brejc, K., van Dijk, W. J., Klaassen, R. V., Schuurmans, M., John van der, O. O. S. T., Smit, A. B., & Sixma, T. K. (2001) · Nature · doi:10.1038/35077011 · Cited by 1,761 · see citing works
Mortality from tobacco in developed countries: indirect estimation from national vital statistics.
Peto, R., Boreham, J., Lopez, A. D., Thun, M., & Heath, C. (1992) · The Lancet · doi:10.1016/0140-6736(92)91600-d · Cited by 1,394 · see citing works
Picciotto, M. R., Zoli, M., Rimondini, R., Léna, C., Marubio, L. M., Pich, E. M., Fuxe, K., & Changeux, J.-P. (1998) · Nature · doi:10.1038/34413 · Cited by 1,320 · see citing works
Self-citationFlores, C. M., Rogers, S. W., Pabreza, L. A., Wolfe, B. B., & Kellar, K. J. (1992) · Molecular Pharmacology · doi:10.1016/s0026-895x(25)08832-7 · Cited by 880 · see citing works
Long-term potentiation of excitatory inputs to brain reward areas by nicotine
Mansvelder, H. D., & McGehee, D. S. (2000) · Neuron · doi:10.1016/s0896-6273(00)00042-8 · Cited by 720 · see citing works
Molecular and cellular aspects of nicotine abuse
Dani, J. A., & Heinemann, S. (1996) · Neuron · doi:10.1016/s0896-6273(00)80112-9 · Cited by 605 · see citing works
Benwell, M. E. M., Balfour, D. J. K., & Anderson, J. M. (1988) · Journal of Neurochemistry · doi:10.1111/j.1471-4159.1988.tb10600.x · Cited by 551 · see citing works
Nicotine binding and nicotinic receptor subunit RNA after chronic nicotine treatment
Marks, M., Pauly, Jr., Gross, S., Deneris, E., Hermans-Borgmeyer, I., Heinemann, S., & Collins, A. (1992) · The Journal of Neuroscience · doi:10.1523/jneurosci.12-07-02765.1992 · Cited by 551 · see citing works
Allosteric Receptors after 30 Years
Changeux, J., & Edelstein, S. J. (1998) · Neuron · doi:10.1016/s0896-6273(00)80616-9 · Cited by 426 · see citing works
Self-citationAlternate stoichiometries of α4β2 nicotinic acetylcholine receptors
Nelson, M. E., Kuryatov, A., Choi, C. H., Zhou, Y., & Lindstrom, J. (2003) · Molecular Pharmacology · doi:10.1124/mol.63.2.332 · Cited by 422 · see citing works
Peng, X., Gerzanich, V, Anand, R., Whiting, P. J., & Lindstrom, J. (1994) · Molecular Pharmacology · doi:10.1016/s0026-895x(25)09730-5 · Cited by 391 · see citing works
Increased nicotinic receptors in brains from smokers: membrane binding and autoradiography studies
Perry, D. C., Dávila-Garcı́a, M. I., Stockmeier, C. A., & Kellar, K. J. (1999) · The Journal of Pharmacology and Experimental Therapeutics · doi:10.1016/s0022-3565(24)38304-1 · Cited by 362 · see citing works
Chronic Exposure to Nicotine Upregulates the Human α4β2 Nicotinic Acetylcholine Receptor Function
Buisson, B., & Bertrand, D. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-06-01819.2001 · Cited by 361 · see citing works
Novère, N. G. L., Grütter, T., & Changeux, J. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.042699699 · Cited by 261 · see citing works
Self-citationNicotine addiction: the possible role of functional upregulation
Buisson, B., & Bertrand, D. (2002) · Trends in Pharmacological Sciences · doi:10.1016/s0165-6147(00)01979-9 · Cited by 254 · see citing works
Fenster, C. P., Whitworth, T. L., Sheffield, E. B., Quick, M. W., & Lester, R. A. J. (1999) · The Journal of Neuroscience · doi:10.1523/jneurosci.19-12-04804.1999 · Cited by 204 · see citing works
Peng, X.-D., Gerzanich, V., Anand, R., Wang, F., & Lindstrom, J. M. (1997) · Molecular Pharmacology · doi:10.1124/mol.51.5.776 · Cited by 191 · see citing works
Wang, F., Nelson, M. E., Kuryatov, A., Olale, F., Cooper, J., Keyser, K., & Lindstrom, J. (1998) · Journal of Biological Chemistry · doi:10.1074/jbc.273.44.28721 · Cited by 187 · see citing works
Peto, R., Chen, Z., & Boreham, J. (1999) · Nature Medicine · doi:10.1038/4691 · Cited by 184 · see citing works
Gopalakrishnan, M., Monteggia, L. M., Anderson, D. J., Molinari, E. J., Piattoni-Kaplan, M., Donnelly-Roberts, D., Arneric, S. P., & Sullivan, J. P. (1996) · The Journal of Pharmacology and Experimental Therapeutics · doi:10.1016/s0022-3565(25)12264-7 · Cited by 178 · see citing works
Parker, M. J., Beck, A., & Luetje, C. W. (1998) · PubMed · Cited by 165 · see citing works
Neuronal Nicotinic Receptor β2 and β4 Subunits Confer Large Differences in Agonist Binding Affinity
Parker, M. J., Beck, A., & Luetje, C. W. (1998) · Molecular Pharmacology · doi:10.1124/mol.54.6.1132 · Cited by 161 · see citing works
Nguyen, H. N., Rasmussen, B. A., & Perry, D. C. (2003) · The Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.103.056408 · Cited by 148 · see citing works
Whiteaker, P., Sharples, C. G., & Wonnacott, S. (1998) · PubMed · doi:10.7270/q2b856pt · Cited by 147 · see citing works
Ke, L., Eisenhour, C. M., Bencherif, M., & Lukas, R. J. (1998) · The Journal of Pharmacology and Experimental Therapeutics · doi:10.1016/s0022-3565(24)37658-x · Cited by 136 · see citing works
Gopalakrishnan, M., Molinari, E. J., & Sullivan, J. P. (1997) · Molecular Pharmacology · doi:10.1124/mol.52.3.524 · Cited by 127 · see citing works
Dose‐Response Relationship for Nicotine‐Induced Up‐Regulation of Rat Brain Nicotinic Receptors
Rowell, P. P., & Li, M. (1997) · Journal of Neurochemistry · doi:10.1046/j.1471-4159.1997.68051982.x · Cited by 124 · see citing works
Molecular determinants of glycine receptor subunit assembly
Griffon, N., Büttner, C., Nicke, A., Kuhse, J., Schmalzing, G., & Betz, H. (1999) · The EMBO Journal · doi:10.1093/emboj/18.17.4711 · Cited by 123 · see citing works
Corringer, P., Bertrand, S., Bohler, S., Edelstein, S. J., Changeux, J., & Bertrand, D. (1998) · Journal of Neuroscience · doi:10.1523/jneurosci.18-02-00648.1998 · Cited by 106 · see citing works
Self-citationChiara, D. C., & Cohen, J. B. (1997) · Journal of Biological Chemistry · doi:10.1074/jbc.272.52.32940 · Cited by 99 · see citing works
Intersubunit contacts governing assembly of the mammalian nicotinic acetylcholine receptor
Kreienkamp, H., Maeda, R. K., Sinet, S. M., & Taylor, P. (1995) · Neuron · doi:10.1016/0896-6273(95)90320-8 · Cited by 96 · see citing works
Tomizawa, M., & Casida, J. E. (2000) · Toxicology and Applied Pharmacology · doi:10.1006/taap.2000.9057 · Cited by 94 · see citing works
The Role of the Cystine Loop in Acetylcholine Receptor Assembly
Green, W. N., & Wanamaker, C. (1997) · Journal of Biological Chemistry · doi:10.1074/jbc.272.33.20945 · Cited by 90 · see citing works
Hsu, Y., Αmin, J., Weiss, D. S., & Wecker, L. (1996) · Journal of Neurochemistry · doi:10.1046/j.1471-4159.1996.66020667.x · Cited by 87 · see citing works
Evidence for Functional Activity of Up‐Regulated Nicotine Binding Sites in Rat Striatal Synaptosomes
Rowell, P. P., & Wonnacott, S. (1990) · Journal of Neurochemistry · doi:10.1111/j.1471-4159.1990.tb05802.x · Cited by 84 · see citing works
Gu, Y., Camacho, P., Gardner, P. D., & Hall, Z. W. (1991) · Neuron · doi:10.1016/0896-6273(91)90228-r · Cited by 76 · see citing works
Molinari, E. J., Delbono, O., Messi, M. L., Renganathan, M., Arnerić, S. P., Sullivan, J. P., & Gopalakrishnan, M. (1998) · European Journal of Pharmacology · doi:10.1016/s0014-2999(98)00084-3 · Cited by 75 · see citing works
Alternate Use of Distinct Intersubunit Contacts Controls GABAAReceptor Assembly and Stoichiometry
Klausberger, T., Sarto‐Jackson, I., Ehya, N., Fuchs, K., Furtmüller, R., Mayer, B., Huck, S., & Sieghart, W. (2001) · Journal of Neuroscience · doi:10.1523/jneurosci.21-23-09124.2001 · Cited by 74 · see citing works
Harkness, P. C., & Millar, N. S. (2002) · The Journal of Neuroscience · doi:10.1523/jneurosci.22-23-10172.2002 · Cited by 74 · see citing works
Regulation of Brain Nicotinic Receptors by Chronic Agonist Infusion
Bhat, R. V., Turner, S. L., Selvaag, S., Marks, M. J., & Collins, A. C. (1991) · Journal of Neurochemistry · doi:10.1111/j.1471-4159.1991.tb03450.x · Cited by 59 · see citing works
Chiara, D. C., Middleton, R. E., & Cohen, J. B. (1998) · FEBS Letters · doi:10.1016/s0014-5793(98)00093-3 · Cited by 54 · see citing works
Berglund, U. W., Friberg, L., Gillespie, A. J., Hellström‐Lindahl, E., Zhang, X., & Nordberg, A. K. (1998) · Journal of Neurochemistry · doi:10.1046/j.1471-4159.1998.70052028.x · Cited by 46 · see citing works
Bohler, S., Gay, S., Bertrand, S., Corringer, P. J., Edelstein, S. J., Changeux, J., & Bertrand, D. (2001) · Biochemistry · doi:10.1021/bi0020022 · Cited by 41 · see citing works
Self-citationAcetylcholine receptor extracellular domain determines sensitivity to nicotine-induced inactivation
Kuryatov, A., Olale, F., Choi, C. H., & Lindstrom, J. M. (2000) · European Journal of Pharmacology · doi:10.1016/s0014-2999(00)00027-3 · Cited by 41 · see citing works
Zhang, X., Gong, Z.-H., Hellström-Lindahl, E., & Nordberg, A. (1995) · Neuroreport · doi:10.1097/00001756-199501000-00022 · Cited by 36 · see citing works
Ramanathan, V. K., & Hall, Z. W. (1999) · Journal of Biological Chemistry · doi:10.1074/jbc.274.29.20513 · Cited by 30 · see citing works
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Mammalian nicotinic acetylcholine receptors: from structure to function
Albuquerque, E. X., Pereira, E. F. R., Alkondon, M., & Rogers, S. W. (2009) · Physiological Reviews · doi:10.1152/physrev.00015.2008 · Cited by 1,724 · see citing works
Nicotine addiction and nicotinic receptors: lessons from genetically modified mice
Changeux, J.-P. (2010) · Nature Reviews Neuroscience · doi:10.1038/nrn2849 · Cited by 453 · see citing works
Self-citationGovind, A. P., Vezina, P., & Green, W. N. (2009) · Biochemical Pharmacology · doi:10.1016/j.bcp.2009.06.011 · Cited by 338 · see citing works
Nicotine acts as a pharmacological chaperone to up-regulate human α4β2 acetylcholine receptors
Kuryatov, A., Luo, J., Cooper, J., & Lindstrom, J. (2005) · Molecular Pharmacology · doi:10.1124/mol.105.012419 · Cited by 275 · see citing works
Nashmi, R., Xiao, C., Deshpande, P., McKinney, S., Grady, S. R., Whiteaker, P., Huang, Q., McClure-Begley, T., Lindstrom, J. M., Labarca, C., et al. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.2199-07.2007 · Cited by 274 · see citing works
Nicotine: from molecular mechanisms to behaviour
Wonnacott, S., Sidhpura, N., & Balfour, D. J. (2005) · Current Opinion in Pharmacology · doi:10.1016/j.coph.2004.12.002 · Cited by 263 · see citing works
Nicotine upregulates its own receptors through enhanced intracellular maturation
Sallette, J., Pons, S., Devillers-Thiery, A., Soudant, M., Prado de Carvalho, L., Changeux, J.-P., & Corringer, P. J. (2005) · Neuron · doi:10.1016/j.neuron.2005.03.029 · Cited by 261 · see citing works
Self-citationStaley, J. K., Krishnan-Sarin, S., Cosgrove, K. P., Krantzler, E., Frohlich, E., Perry, E., Dubin, J. A., Estok, K., Brenner, E., Baldwin, R. M., et al. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.0546-06.2006 · Cited by 223 · see citing works
“Although 2 subunits exist in several different combinations with 2, 3, 4, and 6 subunits, the 4 2 combination is most prevalent and also the most sensitive to upregulation by nicotine (Nguyen et al., 2003; Sallette et al., 2004).”
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Vallejo, Y. F. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.5240-04.2005 · Cited by 201 · see citing works
McLaughlin, I., Dani, J. A., & De Biasi, M. (2015) · Current Topics in Behavioral Neurosciences · doi:10.1007/978-3-319-13482-6_4 · Cited by 173 · see citing works
“If β4 replaces β2 subunits in either α3* or α4* nAChRs, receptor upregulation is significantly reduced (Wang et al. 1998; Sallette et al. 2004).”
BackgroundLester, H. A., Xiao, C., Srinivasan, R., Son, C. D., Miwa, J., Pantoja, R., Banghart, M. R., Dougherty, D. A., Goate, A. M., & Wang, J. C. (2009) · The AAPS Journal · doi:10.1208/s12248-009-9090-7 · Cited by 163 · see citing works
Cosgrove, K. P., Batis, J., Bois, F., Maciejewski, P. K., Esterlis, I., Kloczynski, T., Stiklus, S., Krishnan-Sarin, S., O’Malley, S., Perry, E., et al. (2009) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2009.41 · Cited by 159 · see citing works
Nicotinic acetylcholine receptors of adrenal chromaffin cells
Sala, F., Nistri, A., & Criado, M. (2008) · Acta Physiologica · doi:10.1111/j.1748-1716.2007.01804.x · Cited by 90 · see citing works
Regulation of neuronal nicotinic receptor traffic and expression
Gaimarri, A., Moretti, M., Riganti, L., Zanardi, A., Clementi, F., & Gotti, C. (2007) · Brain Research Reviews · doi:10.1016/j.brainresrev.2007.02.005 · Cited by 89 · see citing works
Corringer, P.-J., Sallette, J., & Changeux, J.-P. (2006) · Journal of Physiology-Paris · doi:10.1016/j.jphysparis.2005.12.012 · Cited by 86 · see citing works
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Walsh, H., Govind, A. P., Mastro, R., Hoda, J. C., Bertrand, D., Vallejo, Y., & Green, W. N. (2008) · Journal of Biological Chemistry · doi:10.1074/jbc.m703432200 · Cited by 87 · see citing works
Tumkosit, P., Kuryatov, A., Luo, J., & Lindstrom, J. (2006) · Molecular Pharmacology · doi:10.1124/mol.106.027326 · Cited by 73 · see citing works
Moretti, M., Mugnaini, M., Tessari, M., Zoli, M., Gaimarri, A., Manfredi, I., Pistillo, F., Clementi, F., & Gotti, C. (2010) · Molecular Pharmacology · doi:10.1124/mol.110.064071 · Cited by 58 · see citing works
Cell autonomy, receptor autonomy, and thermodynamics in nicotine receptor up-regulation
Nashmi, R., & Lester, H. (2007) · Biochemical Pharmacology · doi:10.1016/j.bcp.2007.06.040 · Cited by 43 · see citing works
Lomazzo, E., Hussmann, G. P., Wolfe, B. B., Yasuda, R. P., Perry, D. C., & Kellar, K. J. (2011) · Journal of Neurochemistry · doi:10.1111/j.1471-4159.2011.07408.x · Cited by 37 · see citing works
Hussmann, G. P., Turner, J. R., Lomazzo, E., Venkatesh, R., Cousins, V., Xiao, Y., Yasuda, R. P., Wolfe, B. B., Perry, D. C., Rezvani, A. H., et al. (2012) · The Journal of Pharmacology and Experimental Therapeutics · doi:10.1124/jpet.112.198085 · Cited by 34 · see citing works
- Authors
- Sallette, J., Bohler, S., Benoit, P., Soudant, M., Pons, S., Le Novère, N., Changeux, J.-P., & Corringer, P. J.
- Affiliations
- Centre National de la Recherche Scientifique (FR)
- Corresponding author
- Changeux, Jean-Pierre
- Corringer, Pierre Jean
- Venue
- Journal of Biological Chemistry
- Publisher
- Elsevier BV
- Published
- 2004-04
- Volume
- 279
- Issue
- 18
- Pages
- 18767-18775
- ISSN
- 0021-9258 (ISSN-L)
- OpenAlex
- W2160879976
- Cited by
- 80
- References
- 51
- Citations by year
- 2025: 1 · 2023: 2 · 2018: 2 · 2017: 1 · 2016: 3 · 2015: 2 · 2014: 5 · 2013: 5 · 2012: 3
- FWCI
- 3.43
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Biological Chemistry (publishedVersion, cc-by)
- PubMed (publishedVersion)
- HAL (submittedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Nicotinic Acetylcholine Receptors Study
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Receptor Mechanisms and Signaling
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
- Keywords
- nicotinic acetylcholine receptors, receptor up-regulation, nicotine, alpha4beta2 receptor, receptor maturation, subunit interface, nicotine dependence, smoking
- MeSH terms
- Amino Acid Sequence, Animals, Binding Sites, Cell Line, Humans, Models, Molecular, Nicotine, Receptors, Nicotinic, Recombinant Fusion Proteins, Transfection, Up-Regulation, Protein Structure, Tertiary, Protein Structure, Quaternary, Protein Subunits, Rats
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