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Insulin Signaling and Glucose Transport in Insulin Resistant Skeletal Muscle

Special Reference to GLUT4 Transgenic and GLUT4 Knockout Mice

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Part of the book series: Advances in Experimental Medicine and Biology ((AEMB,volume 441))

Abstract

Glucose homeostasis is impaired in patients with non-insulin dependent diabetes mellitus (NIDDM) and this defect is due in part, to defects in glucose transport in skeletal muscle. Intense interest is now focused on whether reduced insulin-mediated glucose transport in muscle from NIDDM patients results from alterations in the insulin signal transduction pathway or from alterations in traffic and/or translocation of GLUT4 to the plasma membrane. Recently, potential targets for impaired traffic/translocation of GLUT4 have been reported to include defective phosphorylation of IRS-1 and reduced PI-3 kinase activity. In addition to insulin signaling defects, impaired glucose transport may result from a defect(s) in the activation or functional capacity of GLUT4. Because GLUT4 is dysregulated in skeletal muscle from NIDDM patients, it is an attractive target for gene therapy. Overexpression of GLUT4 in muscle results in increased glucose uptake and metabolism, and protects against the development of insulin resistance in transgenic mice. Genetic ablation of GLUT4 results in impaired insulin tolerance and defects in glucose metabolism in skeletal muscle. Because impaired muscle glucose transport leads to reduced whole body glucose uptake and hyperglycemia, understanding the molecular regulation of glucose transport in skeletal muscle is necessary to develop effective strategies to prevent or reduce the incidence of NIDDM.

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References

  1. Alessi D. R., S. R. James, C. P. Downes, A. B. Holmes, P. R. J. Gaffney, C. B. Reese, and P. Cohen. Characterization of a 3-phosphoinositide-dependent protein kinase which phosphorylates and activates protein kinase Bα. Curr. Biol. 7: 261–269, 1997.

    Article  PubMed  CAS  Google Scholar 

  2. Andréasson, K., D. Galuska, A. Thörne, T. Sonnenfeld, and H. Wallberg-Henriksson. Decreased insulin-stimulated 3-O-methylglucose transport in in vitro incubated muscle strips from type II diabetic subjects. Acta Physiol. Scand. 142: 255–260, 1991.

    Article  PubMed  Google Scholar 

  3. Björnholm, M., Y. Kawano, M. Lehtihet, and J. R. Zierath. Insulin receptor substrate-1 phosphorylation and phosphatidylinositol 3-kinase activity in skeletal muscle from NIDDM subjects after in vivo insulin stimulation. Diabetes 46: 524–527, 1977.

    Article  Google Scholar 

  4. Borkman, M., L. H. Storlien, D. A. Pan, A. B. Jenkins, D. J. Chisholm, and L. V. Campbell. The relationship between insulin sensitivity and the fatty acid composition of phospholipids of skeletal muscle. N. Engl. J. Med. 328: 238–244, 1993.

    Article  PubMed  CAS  Google Scholar 

  5. Brozinick, J.T., S.C. McCoid, T.H. Reynolds, C.M. Wilson, R.W Stevenson, S.W. Cushman, and E.M. Gibbs. Regulation of cell surface GLUT4 in skeletal muscle of transgenic mice. Biochem. J. 321: 75–81, 1997.

    PubMed  CAS  Google Scholar 

  6. Burgering, B. M. T. and P. J. Coffer. Protein kinase B (c-Akt) in phosphatidylinositol-3-OH kinase signal transduction. Nature 376: 599–602, 1995.

    Article  PubMed  CAS  Google Scholar 

  7. Cartee, G. D., A. G. Douen, T. Ramlal, A. Klip, and J. O. Holloszy. Stimulation of glucose transport in skeletal muscle by hypoxia. J. Appl. Physiol. 70: 1593–1600, 1991.

    PubMed  CAS  Google Scholar 

  8. Charron, M. J., F. C. Brosius, S. L. Alper, H. F. Lodish. A glucose transport protein expressed predominately in insulin-sensitive tissues. Proc. Natl. Acad. Sci. USA 86: 2535–2539, 1989.

    Article  PubMed  CAS  Google Scholar 

  9. Covera, S., S. Jaspers, and M. Pasceri. Acute inhibition of insulin-stimulated glucose transport by the phos-phatase inhibitor, okadaic acid J. Biol. Chem. 266: 9271–9275, 1991.

    Google Scholar 

  10. DeFronzo, R. A., R. C. Bonadonna, and E. Ferrannini. Pathogenesis of NIDDM A balanced overview. Diabetes Care 15: 318–368, 1992.

    Article  PubMed  CAS  Google Scholar 

  11. Didichenko, S. A., B. Tilton, B. A. Hemmings, K. Ballmer-Hofer, and M. Thelen. Constitutive activation of protein kinase B and phosphorylation of p47phox by a membrane-targeted phosphoinositide 3-kinase. Curr. Biol. 6: 1271–1278, 1996.

    Article  PubMed  CAS  Google Scholar 

  12. Dohm, G. L., E. B. Tapscott, W. J. Pories, D. J. Dabbs, E. G. Flickinger, D. Meelheim, T. Fushiki, S. M. Atkinson, C. W. Elton, and J. F. Caro. An in vitro human skeletal muscle preparation suitable for metabolic studies. Decreased insulin stimulation of glucose transport in muscle from morbidly obese and diabetic subjects. J. Clin. Invest. 82: 486–494, 1988.

    Article  PubMed  CAS  Google Scholar 

  13. Douen, A. G., T. Ramlal, S. A. Rastogi, P. J. Bilan, G. D. Cartee, M. Vranic, J. O. Holloszy, and A. Klip. Exercise induces recruitment of the “insulin responsive” glucose transporter. Evidence for distinct intracellular insulin-and exercise-recruitable transporter pools in skeletal muscle. J. Biol. Chem. 265: 13427–13430, 1990.

    PubMed  CAS  Google Scholar 

  14. Folli, F., M. J. A. Saad, Jr. M. Backer, and C. R. Kahn. Regulation of phosphatidylinositol 3-kinase activity in liver and muscle of animal models of insulin-resistant and insulin-deficient diabetes mellitus. J. Clin. Invest. 92: 1787–1794, 1993.

    Article  PubMed  CAS  Google Scholar 

  15. Franke, T. F., S. I. Yang, T. O. Chan, K. Datta, A. Kazlauskas, D. K. Morrison, D. R. Kaplan, and P. N. Tsichlis. The protein kinase encoded by the Akt proto-oncogene is a target of the PDGF activated phosphatidylinositol 3-kinase. Cell 81: 727–736, 1995.

    Article  PubMed  CAS  Google Scholar 

  16. Galuska, D., L. A. Nolte, J. R. Zierath, and H. Wallberg-Henriksson. Effect of metformin on insulin-stimulated glucose transport in isolated muscle obtained from patients with NIDDM. Diabetologia 37: 826–832, 1994.

    Article  PubMed  CAS  Google Scholar 

  17. Gibbs, E. M., J. L. Stock, S. C. McCoid, H. A. Stukenbrok, J. E. Pessin, R. W. Stevenson, A. J. Milici AJ, and J. D. Ncneish. Glycemic improvement in diabetic db/db mice by overexpression of the human insulin-regulatable glucose transporter (GLUT4). J. Clin. Invest. 95: 1512–1518, 1995.

    Article  PubMed  CAS  Google Scholar 

  18. Goodyear, L. J., F. Giorgino, L. A. Sherman, J. Carey, R. J. Smith, and G. L. Dohm. Insulin receptor phosphorylation, insulin receptor substrate-1 phosphorylation and phosphatidylinositol 3-kinase activity are decreased in intact skeletal muscle strips from obese subjects. J. Clin. Invest. 95: 2195–2204, 1995.

    Article  PubMed  CAS  Google Scholar 

  19. Handberg, A., A. Vaag, P. Damsbo, H. Beck-Nielsen, and J. Vinten. Expression of insulin-regulatable glucose transporters in skeletal muscle from Type 2 (non-insulin-dependent) diabetic patients. Diabetologia 33: 625–627, 1990.

    Article  PubMed  CAS  Google Scholar 

  20. Hansen, P.A., E.A. Gulve, B.A. Marshall, J. Gao, J.E. Pessin, J.O. Holloszy, M. Mueckler. Skeletal muscle glucose transport and metabolism are enhanced in transgenic mice overexpressing GLUT4 glucose transporter. J. Biol. Chem. 270: 1679-1684.

    Google Scholar 

  21. Heydrick, S. J., D. Jullien, N. Gautier, J. F. Tanti, S. Giorgetti, E. Van Obberghen, and Y. Marchand-Brustel. Defect in skeletal muscle phosphatidylinositol-3-kinase in obese insulin-resistant mice. J. Clin. Invest. 91: 1358–1366, 1993.

    Article  PubMed  CAS  Google Scholar 

  22. Hirshman, M. F., H. Wallberg-Henriksson, L. J. Wardzala, E. D. Horton, and E. S. Horton. Acute exercise increases the number of plasma membrane glucose transporters in rat skeletal muscle. FEBS Lett. 238: 235–239, 1990.

    Article  Google Scholar 

  23. Ikemoto, S., K.S. Thompson, M. Takahashi, H. Itakura, M.D. Lane, and O. Ezaki. High fat diet-induced hyperglycemia: Prevention by low level expression of glucose transporter (GLUT4) minigene in transgenic mice. Proc. Natl. Acad. Sci USA 92: 3096–3099, 1995.

    Article  PubMed  CAS  Google Scholar 

  24. James, D. E. M., M. Strube, and M. M. Mueckler. Molecular cloning and characterization of an insulin-regulatable glucose transporter. Nature (Lond.) 338: 83–87, 1989.

    Article  CAS  Google Scholar 

  25. Jullien D., J. F. Tanti, S. J. Heydrick, N. Gautier, T. Grémeaux, E. van Obberghen, and Y. Le Marchand Brustel. Differential effects of oakdaic acid on insulin stimulated glucose and amino acid uptake and phosphatidylinositol 3-kinase activity. J. Biol. Chem. 268: 15246–15251, 1993.

    PubMed  CAS  Google Scholar 

  26. Kahn, B. B., G. I. Schulman, R. A. DeFronzo, S. W. Cushman, and L. Rossetti. Normalization of blood glucose in diabetic rats with phlorizin treatment reverses insulin-resistant glucose transport in adipose cells without restoring glucose transporter gene expression. J. Clin. Invest. 87: 561–570 1991.

    Article  PubMed  CAS  Google Scholar 

  27. Kahn, B.B., and O. Pedersen. Suppression of GLUT4 expression in skeletal muscle of rats that are obese from high fat feeding but not from high carbohydrate feeding or genetic obesity. Endocrinology 132: 13–22, 1993.

    Article  PubMed  CAS  Google Scholar 

  28. Katz, E. B., A. E. Stenbit, K. Hatton, R. DePinho, and M. J. Charron. Cardiac and adipose tissue abnormalities but not diabetes in mice deficient in GLUT4. Nature (Lond.) 377: 151–155, 1995.

    Article  CAS  Google Scholar 

  29. Kelley, D. E., M. A. Mintun, S. C. Watkins, J. A. Simoneau, F. Jadali, A. Fredrickson, J. Beattie, and R. Thériault. The effect of non-insulin-dependent diabetes mellitus and obesity on glucose transport and phosphorylation in skeletal muscle. J. Clin. Invest. 97: 2705–2713, 1996.

    Article  PubMed  CAS  Google Scholar 

  30. Klip, A., T. Ramlal, D. A. Young, and J. O. Holloszy. Insulin-induced translocation of glucose transporters in rat hindlimb muscles. FEBS Lett 224: 224–230, 1987.

    Article  PubMed  CAS  Google Scholar 

  31. Klippel, A., C. Reinhard, M. Kavanaugh, G. Apell, M. A. Escobedo, and T. L. Williams. Membrane localization of phosphatidylinositol 3-kinase is sufficient to activate multiple signal-transduction kinase pathways. Mol. Cell. Biol. 16: 4117–4127, 1996.

    PubMed  CAS  Google Scholar 

  32. Kohn, A. D., K. S. Kovacina, and R. A. Roth. Insulin stimulates the kinase activity of RAK-PK, a pleckstrin homology domain containing ser/thr kinase. EMBO J 14: 4288–4295, 1995.

    PubMed  CAS  Google Scholar 

  33. Kohn, A. D., S. A. Summers, M. J. Birnbaum, and R. A. Roth. Expression of a constitutively active Akt Ser/Thr kinase in 3T3-Li adipocytes stimulates glucose uptake and glucose transporter 4 translocation. J. Biol. Chem. 271: 31372–31378, 1996.

    Article  PubMed  CAS  Google Scholar 

  34. Krook, A., Y. Kawano, X. M. Song, S. Efendic, R. A. Roth, H. Wallberg-Henriksson, and J. R. Zierath. Improved glucose tolerance restores insulin-stimulated Akt kinase activity and glucose transport in skeletal muscle from diabetic Goto-Kakizaki (GK) rats. Diabetes 46: 2110–2114. 1997.

    Article  PubMed  CAS  Google Scholar 

  35. Leturque, A., M. Loizeau, S. Vaulont, M. Salminen, and J. Girard. Improvement of insulin action in diabetic transgenic mice selectively overexpressing GLUT4 in skeletal muscle. Diabetes 45: 23–27, 1996.

    Article  PubMed  CAS  Google Scholar 

  36. Lund, S., G. D. Holman, O. Schmitz, and O. Pedersen. Glut 4 content in the plasma membrane of rat skeletal muscle: comparative studies of the subcellular fractionation method and the exofacial photolabelling technique using ATB-BMPA. FEBS Lett 330: 312–318, 1993.

    Article  PubMed  CAS  Google Scholar 

  37. Lund, S., G. D. Holman, O. Schmitz, and O. Pedersen. Contraction stimulates translocation of glucose transporter GLUT4 in skeletal muscle through a mechanism distinct from that of insulin. Proc. Natl. Acad. Sci. USA 92: 5817–5821, 1995.

    Article  PubMed  CAS  Google Scholar 

  38. Maegawa, H., Y. Shigeta, K. Egawa, and M. Kobayashi. Impaired autophosphorylation of insulin receptors from abdominal skeletal muscles in nonobese subjects with NIDDM. Diabetes 40: 815–819, 1991.

    Article  PubMed  CAS  Google Scholar 

  39. Marshall, B. A., J.-M. Ren, D. W. Johnson, E. M. Gibbs, J. S. Lillquist, W. C. Soeller, J. O. Holloszy, and M. M. Mueckler. Germline manipulation of glucose homeostasis via alterations of glucose transporter levels in skeletal muscle. J. Biol. Chem. 268: 18442–18445, 1993.

    PubMed  CAS  Google Scholar 

  40. Marshall, B. A., and M. M. Mueckler. Differential effects of GLUTI or GLUT4 overexpression on insulin responsiveness in transgenic mice. Am. J. Physiol. 267: E738–744, 1994.

    PubMed  CAS  Google Scholar 

  41. Mårin, P., S. Rebuffe-Service, U. Smith, and P. Björntorp. Glucose uptake in human adipose tissue. Metabolism 36: 1154–1160, 1987.

    Article  PubMed  Google Scholar 

  42. Nolte, L. A., S. M. Abdel-Halim, I. K. Martin, A. Guenifi, J. R. Zierath, C. G. Östenson, and H. Wallberg-Henriksson. Development of decreased insulin-stimulated glucose transport in skeletal muscle of glucoseintolerant hybrids of diabetic GK rats. Clin. Sci. 88: 301–306, 1995.

    PubMed  CAS  Google Scholar 

  43. Östenson, C-Ö., A. Khan, S. M. Abdel-Halim, A. Guenifi, K. Suzuki, Y. Goto, and S. Efendic. Abnormal insulin secretion and glucose metabolism in pancreatic islets from the spontaneously diabetic GK rat. Diabetplogia 36: 3–8, 1993.

    Article  Google Scholar 

  44. Pedersen, O., J. F. Bak, P. H. Andersen, S. Lund, D. E. Moller, J. S. Flier, B. Kahn. Evidence against altered expression of GLUTI or GLUT4 in skeletal muscle of patients with obesity or NIDDM. Diabetes 39: 865–870, 1990.

    Article  PubMed  CAS  Google Scholar 

  45. Picarel-Blanchot, F., C. Berthelier, D. Bailbé, and B. Portha. Impaired insulin secretion and excessive hepatic glucose production are both early events in the diabetic GK rat. Am. J. Physiol. 34: E755–E762, 1996.

    Google Scholar 

  46. Ren, J.-M., B. A. Marshall, E. A. Gulve, J. Gao, D. W. Johnson, J. O. Holloszy, and M. M. Mueckler. Evidence from transgenic mice that glucose transport is rate limiting for glycogen deposition and glycolysis in skeletal muscle. J Biol. Chem. 268: 16115–26113, 1993.

    Google Scholar 

  47. Ren, J.-M., B. A. Marshall, M. M. Mueckler, M. McCaleb, J. M. Amatruda, and G. I. Schulman. Overexpression of GLUT4 protein in muscle increases basal and insulin-stimulated whole body glucose homeostasis in conscious mice. J. Clin. Invest. 95: 429–432, 1995.

    Article  PubMed  CAS  Google Scholar 

  48. Richter, E. A., T. Ploug, and H. Galbo. Increased muscle glucose uptake after exercise. No need for insulin during exercise. Diabetes. 34: 1041–1048, 1985.

    Article  PubMed  CAS  Google Scholar 

  49. Richter, E. A., B. F. Hansen, S. A. Hansen. Glucose-induced insulin resistance of skeletal muscle glucose transport and uptake. Biochem. J. 252: 733–737, 1988.

    PubMed  CAS  Google Scholar 

  50. Rossetti, L., D. Smith, G. I. Schulman, D. Papachristou, and R. A. DeFronzo. Correction of hyperglycemia with phlorizin normalizes tissue sensitivity to insulin in diabetic rats. J. Clin. Invest. 79: 1510–1515, 1987.

    Article  PubMed  CAS  Google Scholar 

  51. Saad, M. J. A., E. Araki, M. Miralpeix, P. L. Rothenberg, M. F. White, and C. R. Kahn. Regulation of insulin receptor substrate-1 in liver and muscle of animal models of insulin resistance. J. Clin. Invest 90: 1839–1849, 1992.

    Article  PubMed  CAS  Google Scholar 

  52. Saad, M. J. A., F. Folli, J. A. Kahn, and C. R. Kahn. Modulation of insulin receptor, insulin receptor substrate-1, and phosphatidylinositol 3-kinase in liver and muscle of dexamethasone-treated rats. J. Clin. Invest. 92: 2065–2072, 1993.

    Article  PubMed  CAS  Google Scholar 

  53. Seals D. R., J. M. Hagberg, W. K. Allen, B. F. Hurley, G. P. Dalsky, A. A. Ehsani, and J. O. Holloszy. Glucose intolerance in young and older athletes and sedentary men. J. Appl. Physiol. 56: 1521–1525, 1984.

    PubMed  CAS  Google Scholar 

  54. Stenbit, A. E., R. Burcelin, E. B. Katz, T.-S. Tsao, N. Gautier, M. J. Charron, and Y. Marchand-Brustel. Diverse effects of GLUT4 ablation on glucose uptake and glycogen synthesis in red and white muscle. J. Clin. Invest. 98: 629–634, 1996.

    Article  PubMed  CAS  Google Scholar 

  55. Tanti, J. F., S. Grillo, T. Grémeaux, P. J. Coffer, E. Van Obberghen, and Y. Le Marchand-Brustel. Potential role of protein kinase B in glucose transporter 4 translocation in adipocytes. Endocrinology 138: 2005–2010, 1997.

    Article  PubMed  CAS  Google Scholar 

  56. Trovati, M., Q. Carta, F. Cavalot, S. Vitali, C. Banaudi, S.P.G. Lucchina, F. Fiocchi, G. Emanuelli, and G. Lenti. Influence of physical training on blood glucose control, glucose tolerance, insulin secretion, and insulin action in non-insulin-dependent diabetic patients. Diabetes Care. 7: 416–420, 1984.

    Article  PubMed  CAS  Google Scholar 

  57. Tsao, T.-S., R. Burcelin, E. B. Katz, L. Huang, and M. J. Charron. Enhanced insulin action due to targeted GLUT4 overexpression exclusively in muscle. Diabetes 45: 28–36, 1996.

    Article  PubMed  CAS  Google Scholar 

  58. Tsao, T.-S., A. E. Stenbit, J. Li, K. L. Houseknecht, J. R. Zierath, E. B. Katz, and M. J. Charron. Musclespecific transgenic complementation of GLUT4-deficient mice. Effects on glucose but not lipid metabolism. J. Clin. Invest. 100: 671–677, 1997.

    Article  PubMed  CAS  Google Scholar 

  59. Wallberg-Henriksson, H., and J. O. Holloszy. Activation of glucose transport by muscle contraction in severely diabetic rats. Am. J. Physiol. 249. (Cell Physiol. 18) 57: C233–C237, 1985.

    Google Scholar 

  60. Wallberg-Henriksson, H., N. Zetan, and J. Henriksson. Reversibility of decreased insulin-stimulated glucose transport capacity in diabetic muscle with in vitro incubation: Insulin is not required. J. Biol. Chem. 262: 7665–7671, 1987.

    PubMed  CAS  Google Scholar 

  61. Wallberg-Henriksson, H. Glucose transport in skeletal muscle. Influence of contractile activity, insulin, catecholamines, and diabetes mellitus. Acta Physiol. Scand. 131(Suppl. 564): 1-80.

    Google Scholar 

  62. Wilson, C. M., and S. W. Cushman. Insulin stimulation of glucose transport activity in rat skeletal muscle: increase in cell surface GLUT4 as assessed by photolabelling. Biochem. J. 299: 755–759, 1994.

    PubMed  CAS  Google Scholar 

  63. Yki-Järvinen, H., E. Helve, and V. Koivisto. Hyperglycemia decreases glucose uptake in type I diabetes. Diabetes 36: 892–896, 1987.

    Article  PubMed  Google Scholar 

  64. Zierath, J. R., D. Galuska, L. A. Nolte, A. Thörne, J. Smedegaard Kristensen, and H. Wallberg-Henriksson. Effects of glycaemia on glucose transport in isolated skeletal muscle from patients with NIDDM: in vitro reversal of muscular insulin resistance. Diabetologia 37: 270–277, 1994.

    Article  PubMed  CAS  Google Scholar 

  65. Zierath, J. R., He, L., A. Gumá, E. Odegaard-Wahlström, A. Klip, and H. Wallberg-Henriksson. Insulin action on glucose transport and plasma membrane content in skeletal muscle from patients with NIDDM. Diabetologia 39: 1180–1189, 1996.

    Article  PubMed  CAS  Google Scholar 

  66. Zierath, J. R. In vitro studies of human skeletal muscle. Hormonal and metabolic regulation of glucose transport. Acta. Physiol. Scand. 155 (Suppl. 626): 1–96, 1995.

    CAS  Google Scholar 

  67. Zierath, J. R., K. Houseknecht, L. Gnudi, and B. B. Kahn. High-fat feeding impairs insulin-stimulated GLUT4 recruitment via an early insulin-signaling defect. Diabetes 46: 215–223, 1997.

    Article  PubMed  CAS  Google Scholar 

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Galuska, D., Ryder, J., Kawano, Y., Charron, M.J., Zierath, J.R. (1998). Insulin Signaling and Glucose Transport in Insulin Resistant Skeletal Muscle. In: Richter, E.A., Kiens, B., Galbo, H., Saltin, B. (eds) Skeletal Muscle Metabolism in Exercise and Diabetes. Advances in Experimental Medicine and Biology, vol 441. Springer, Boston, MA. https://doi.org/10.1007/978-1-4899-1928-1_7

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