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Exploring Dynamics and Noise in Gonadotropin-Releasing Hormone (GnRH) Signaling

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Computational Cell Biology

Part of the book series: Methods in Molecular Biology ((MIMB,volume 1819))

Abstract

Gonadotropin-releasing hormone (GnRH) acts via G-protein coupled receptors on pituitary gonadotropes. These are Gq-coupled receptors that mediate acute effects of GnRH on the exocytotic secretion of luteinizing hormone (LH) and follicle-stimulating hormone (FSH), as well as the chronic regulation of their synthesis. FSH and LH control steroidogenesis and gametogenesis in the gonads so GnRH mediates control of reproduction by the central nervous system. GnRH is secreted in short pulses and the effects of GnRH on its target cells are dependent on the dynamics of these pulses. Here we provide a brief overview of the signaling network activated by GnRH with emphasis on the use of high content imaging for their examination. We also describe computational approaches that we have used to simulate GnRH signaling in order to explore dynamics, noise, and information transfer in this system.

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References

  1. Bliss SP, Navratil AM, Xie J, Roberson MS (2010) GnRH signaling, the gonadotrope and endocrine control of fertility. Front Neuroendocrinol 31(3):322–340. http:// doi.org/10.1016/j.yfrne.2010.04.002

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Ciccone NA, Kaiser UB (2009) The biology of gonadotroph regulation. Curr Opin Endocrinol Diabetes Obes 16(4):321–327. http:// doi.org/10.1097/MED.0b013e32832d88fb

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. McArdle CA, Roberson MS (2015) Gonadotropes and gonadotropin-releasing hormone signaling. In: Plant TM (ed) Knobil and Neill's physiology of reproduction. Elsevier, Amsterdam, pp 335–397

    Chapter  Google Scholar 

  4. Naor Z (2009) Signaling by G-protein-coupled receptor (GPCR): studies on the GnRH receptor. Front Neuroendocrinol 30(1):10–29. http:// doi.org/10.1016/j.yfrne.2008.07.001

    Article  CAS  PubMed  Google Scholar 

  5. Stojilkovic SS, Catt KJ (1995) Novel aspects of GnRH-induced intracellular signaling and secretion in pituitary gonadotrophs. J Neuroendocrinol 7(10):739–757

    Article  CAS  Google Scholar 

  6. Sealfon SC, Weinstein H, Millar RP (1997) Molecular mechanisms of ligand interaction with the gonadotropin-releasing hormone receptor. Endocr Rev 18(2):180–205

    Article  CAS  Google Scholar 

  7. Zhu H, Hille B, Xu T (2002) Sensitization of regulated exocytosis by protein kinase C. Proc Natl Acad Sci U S A 99(26):17055–17059. http:// doi.org/10.1073/pnas.232588899

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Caunt CJ, Finch AR, Sedgley KR, McArdle CA (2006) GnRH receptor signalling to ERK: kinetics and compartmentalization. Trends Endocrinol Metab 17(8):308–313. http:// doi.org/10.1016/j.tem.2006.08.001

    Article  CAS  PubMed  Google Scholar 

  9. Burger LL, Haisenleder DJ, Aylor KW, Marshall JC (2009) Regulation of Lhb and Egr1 gene expression by GNRH pulses in rat pituitaries is both c-Jun N-terminal kinase (JNK)- and extracellular signal-regulated kinase (ERK)-dependent. Biol Reprod 81(6):1206–1215. http:// doi.org/10.1095/biolreprod.109.079426

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Coss D, Hand CM, Yaphockun KK, Ely HA, Mellon PL (2007) p38 mitogen-activated protein kinase is critical for synergistic induction of the FSH(beta) gene by gonadotropin-releasing hormone and activin through augmentation of c-Fos induction and Smad phosphorylation. Mol Endocrinol 21(12):3071–3086. http:// doi.org/10.1210/me.2007-0247

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Roberson MS, Zhang T, Li HL, Mulvaney JM (1999) Activation of the p38 mitogen-activated protein kinase pathway by gonadotropin-releasing hormone. Endocrinology 140(3):1310–1318

    Article  CAS  Google Scholar 

  12. Lim S, Pnueli L, Tan JH, Naor Z, Rajagopal G, Melamed P (2009) Negative feedback governs gonadotrope frequency-decoding of gonadotropin releasing hormone pulse-frequency. PLoS One 4(9):e7244. http:// doi.org/10.1371/journal.pone.0007244

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Ruf F, Park MJ, Hayot F, Lin G, Roysam B, Ge Y, Sealfon SC (2006) Mixed analog/digital gonadotrope biosynthetic response to gonadotropin-releasing hormone. J Biol Chem 281(41):30967–30978. http:// doi.org/10.1074/jbc.M606486200

    Article  CAS  PubMed  Google Scholar 

  14. Yuen T, Ruf F, Chu T, Sealfon SC (2009) Microtranscriptome regulation by gonadotropin-releasing hormone. Mol Cell Endocrinol 302(1):12–17. http:// doi.org/10.1016/j.mce.2008.12.013

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Burger LL, Haisenleder DJ, Dalkin AC, Marshall JC (2004) Regulation of gonadotropin subunit gene transcription. J Mol Endocrinol 33(3):559–584. http:// doi.org/10.1677/jme.1.01600

    Article  CAS  PubMed  Google Scholar 

  16. Haisenleder DJ, Dalkin AC, Ortolano GA, Marshall JC, Shupnik MA (1991) A pulsatile gonadotropin-releasing hormone stimulus is required to increase transcription of the gonadotropin subunit genes: evidence for differential regulation of transcription by pulse frequency in vivo. Endocrinology 128(1):509–517

    Article  CAS  Google Scholar 

  17. Burger LL, Haisenleder DJ, Aylor KW, Marshall JC (2008) Regulation of intracellular signaling cascades by GNRH pulse frequency in the rat pituitary: roles for CaMK II, ERK, and JNK activation. Biol Reprod 79(5):947–953. http:// doi.org/10.1095/biolreprod.108.070987

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Haisenleder DJ, Ferris HA, Shupnik MA (2003) The calcium component of gonadotropin-releasing hormone-stimulated luteinizing hormone subunit gene transcription is mediated by calcium/calmodulin-dependent protein kinase type II. Endocrinology 144(6):2409–2416

    Article  CAS  Google Scholar 

  19. Clarke IJ, Cummins JT (1982) The temporal relationship between gonadotropin releasing hormone (GnRH) and luteinizing hormone (LH) secretion in ovariectomized ewes. Endocrinology 111(5):1737–1739. http:// doi.org/10.1210/endo-111-5-1737

    Article  CAS  PubMed  Google Scholar 

  20. Dierschke DJ, Bhattacharya AN, Atkinson LE, Knobil E (1970) Circhoral oscillations of plasma LH levels in the ovariectomized rhesus monkey. Endocrinology 87(5):850–853. http:// doi.org/10.1210/endo-87-5-850

    Article  CAS  PubMed  Google Scholar 

  21. Ferris HA, Shupnik MA (2006) Mechanisms for pulsatile regulation of the gonadotropin subunit genes by GNRH1. Biol Reprod 74(6):993–998. http:// doi.org/10.1095/biolreprod.105.049049

    Article  CAS  PubMed  Google Scholar 

  22. Thompson IR, Ciccone NA, Xu S, Zaytseva S, Carroll RS, Kaiser UB (2013) GnRH pulse frequency-dependent stimulation of FSHbeta transcription is mediated via activation of PKA and CREB. Mol Endocrinol 27(4):606–618. http:// doi.org/10.1210/me.2012-1281

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Marshall JC, Dalkin AC, Haisenleder DJ, Griffin ML, Kelch RP (1993) GnRH pulses--the regulators of human reproduction. Trans Am Clin Climatol Assoc 104:31–46

    CAS  PubMed  PubMed Central  Google Scholar 

  24. Sisk CL, Foster DL (2004) The neural basis of puberty and adolescence. Nat Neurosci 7(10):1040–1047. http:// doi.org/10.1038/nn1326

    Article  CAS  PubMed  Google Scholar 

  25. Pratap A, Garner KL, Voliotis M, Tsaneva-Atanasova K, McArdle CA (2017) Mathematical modeling of gonadotropin-releasing hormone signaling. Mol Cell Endocrinol 449:42–55. http:// doi.org/10.1016/j.mce.2016.08.022

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Willars GB, McArdle CA, Nahorski SR (1998) Acute desensitization of phospholipase C-coupled muscarinic M3 receptors but not gonadotropin-releasing hormone receptors co-expressed in alphaT3-1 cells: implications for mechanisms of rapid desensitization. Biochem J 333(Pt 2):301–308

    Article  CAS  Google Scholar 

  27. Tsaneva-Atanasova K, Mina P, Caunt CJ, Armstrong SP, McArdle CA (2012) Decoding GnRH neurohormone pulse frequency by convergent signalling modules. J R Soc Interface 9(66):170–182. http:// doi.org/10.1098/rsif.2011.0215

    Article  CAS  PubMed  Google Scholar 

  28. Armstrong SP, Caunt CJ, Fowkes RC, Tsaneva-Atanasova K, McArdle CA (2009) Pulsatile and sustained gonadotropin-releasing hormone (GnRH) receptor signaling: does the Ca2+/NFAT signaling pathway decode GnRH pulse frequency? J Biol Chem 284(51):35746–35757. http:// doi.org/10.1074/jbc.M109.063917

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Armstrong SP, Caunt CJ, Fowkes RC, Tsaneva-Atanasova K, McArdle CA (2010) Pulsatile and sustained gonadotropin-releasing hormone (GnRH) receptor signaling: does the ERK signaling pathway decode GnRH pulse frequency? J Biol Chem 285(32):24360–24371. http:// doi.org/10.1074/jbc.M110.115964

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  30. Bowsher CG, Swain PS (2014) Environmental sensing, information transfer, and cellular decision-making. Curr Opin Biotechnol 28:149–155. http:// doi.org/10.1016/j.copbio.2014.04.010

    Article  CAS  PubMed  Google Scholar 

  31. Cheong R, Rhee A, Wang CJ, Nemenman I, Levchenko A (2011) Information transduction capacity of noisy biochemical signaling networks. Science 334(6054):354–358. http:// doi.org/10.1126/science.1204553

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Rhee A, Cheong R, Levchenko A (2012) The application of information theory to biochemical signaling systems. Phys Biol 9(4):045011. http:// doi.org/10.1088/1478-3975/9/4/045011

    Article  CAS  PubMed  Google Scholar 

  33. Caunt CJ, Perett RM, Fowkes RC, McArdle CA (2012) Mechanisms of GnRH-induced extracellular signal-regulated kinase nuclear localization. PLoS One 7(7):e40077. http:// doi.org/10.1371/journal.pone.0040077

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Garner KL, Perrett RM, Voliotis M, Bowsher C, Pope GR, Pham T, Caunt CJ, Tsaneva-Atanasova K, McArdle CA (2016) Information transfer in gonadotropin-releasing hormone (GnRH) signaling: EXTRACELLULAR SIGNAL-REGULATED KINASE (ERK)-MEDIATED FEEDBACK LOOPS CONTROL HORMONE SENSING. J Biol Chem 291(5):2246–2259. http:// doi.org/10.1074/jbc.M115.686964

    Article  CAS  PubMed  Google Scholar 

  35. Ruf F, Hayot F, Park MJ, Ge Y, Lin G, Roysam B, Sealfon SC (2007) Noise propagation and scaling in regulation of gonadotrope biosynthesis. Biophys J 93(12):4474–4480. http:// doi.org/10.1529/biophysj.107.115170

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Perrett RM, Voliotis M, Armstrong SP, Fowkes RC, Pope GR, Tsaneva-Atanasova K, McArdle CA (2014) Pulsatile hormonal signaling to extracellular signal-regulated kinase: exploring system sensitivity to gonadotropin-releasing hormone pulse frequency and width. J Biol Chem. http:// doi.org/10.1074/jbc.M113.532473

    Google Scholar 

  37. Voliotis M, Perrett RM, McWilliams C, McArdle CA, Bowsher CG (2014) Information transfer by leaky, heterogeneous, protein kinase signaling systems. Proc Natl Acad Sci U S A 111(3):E326–E333. http:// doi.org/10.1073/pnas.1314446111

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. Selimkhanov J, Taylor B, Yao J, Pilko A, Albeck J, Hoffmann A, Tsimring L, Wollman R (2014) Systems biology. Accurate information transmission through dynamic biochemical signaling networks. Science 346(6215):1370–1373. http:// doi.org/10.1126/science.1254933

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Uda S, Saito TH, Kudo T, Kokaji T, Tsuchiya T, Kubota H, Komori Y, Ozaki Y, Kuroda S (2013) Robustness and compensation of information transmission of signaling pathways. Science 341(6145):558–561. http:// doi.org/10.1126/science.1234511

    Article  CAS  PubMed  Google Scholar 

  40. Hislop JN, Everest HM, Flynn A, Harding T, Uney JB, Troskie BE, Millar RP, McArdle CA (2001) Differential internalization of mammalian and non-mammalian gonadotropin-releasing hormone receptors. Uncoupling of dynamin-dependent internalization from mitogen-activated protein kinase signaling. J Biol Chem 276(43):39685–39694. http:// doi.org/10.1074/jbc.M104542200

    Article  CAS  PubMed  Google Scholar 

  41. Turgeon JL, Kimura Y, Waring DW, Mellon PL (1996) Steroid and pulsatile gonadotropin-releasing hormone (GnRH) regulation of luteinizing hormone and GnRH receptor in a novel gonadotrope cell line. Mol Endocrinol 10(4):439–450. http:// doi.org/10.1210/mend.10.4.8721988

    Article  CAS  PubMed  Google Scholar 

  42. Armstrong SP, Caunt CJ, McArdle CA (2009) Gonadotropin-releasing hormone and protein kinase C signaling to ERK: spatiotemporal regulation of ERK by docking domains and dual-specificity phosphatases. Mol Endocrinol 23(4):510–519. http:// doi.org/10.1210/me.2008-0333

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. Caunt CJ, Armstrong SP, McArdle CA (2010) Using high-content microscopy to study gonadotrophin-releasing hormone regulation of ERK. Methods Mol Biol 661:507–524. http:// doi.org/10.1007/978-1-60761-795-2_32

    Article  CAS  PubMed  Google Scholar 

  44. Wurmbach E, Yuen T, Ebersole BJ, Sealfon SC (2001) Gonadotropin-releasing hormone receptor-coupled gene network organization. J Biol Chem 276(50):47195–47201. http:// doi.org/10.1074/jbc.M108716200

    Article  CAS  PubMed  Google Scholar 

  45. Yuen T, Wurmbach E, Ebersole BJ, Ruf F, Pfeffer RL, Sealfon SC (2002) Coupling of GnRH concentration and the GnRH receptor-activated gene program. Mol Endocrinol 16(6):1145–1153. http:// doi.org/10.1210/mend.16.6.0853

    Article  CAS  PubMed  Google Scholar 

  46. Caunt CJ, Armstrong SP, Rivers CA, Norman MR, McArdle CA (2008) Spatiotemporal regulation of ERK2 by dual specificity phosphatases. J Biol Chem 283(39):26612–26623. http:// doi.org/10.1074/jbc.M801500200

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Caunt CJ, Finch AR, Sedgley KR, Oakley L, Luttrell LM, McArdle CA (2006) Arrestin-mediated ERK activation by gonadotropin-releasing hormone receptors: receptor-specific activation mechanisms and compartmentalization. J Biol Chem 281(5):2701–2710. http:// doi.org/10.1074/jbc.M507242200

    Article  CAS  PubMed  Google Scholar 

  48. Caunt CJ, McArdle CA (2010) Stimulus-induced uncoupling of extracellular signal-regulated kinase phosphorylation from nuclear localization is dependent on docking domain interactions. J Cell Sci 123(Pt 24):4310–4320. http:// doi.org/10.1242/jcs.076349

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  49. Rushworth LK, Kidger AM, Delavaine L, Stewart G, van Schelven S, Davidson J, Bryant CJ, Caddye E, East P, Caunt CJ, Keyse SM (2014) Dual-specificity phosphatase 5 regulates nuclear ERK activity and suppresses skin cancer by inhibiting mutant Harvey-Ras (HRasQ61L)-driven SerpinB2 expression. Proc Natl Acad Sci U S A 111(51):18267–18272. http:// doi.org/10.1073/pnas.1420159112

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Caunt CJ, Rivers CA, Conway-Campbell BL, Norman MR, McArdle CA (2008) Epidermal growth factor receptor and protein kinase C signaling to ERK2: spatiotemporal regulation of ERK2 by dual specificity phosphatases. J Biol Chem 283(10):6241–6252. http:// doi.org/10.1074/jbc.M706624200

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  51. Perrett RM, Fowkes RC, Caunt CJ, Tsaneva-Atanasova K, Bowsher CG, McArdle CA (2013) Signaling to extracellular signal-regulated kinase from ErbB1 kinase and protein kinase C: feedback, heterogeneity, and gating. J Biol Chem 288(29):21001–21014. http://doi.org/10.1074/ jbc.M113.455345

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Kraskov A, Stogbauer H, Grassberger P (2004) Estimating mutual information. Phys Rev E 69(6 Pt 2):066138

    Article  Google Scholar 

  53. Kholodenko BN, Hancock JF, Kolch W (2010) Signalling ballet in space and time. Nat Rev Mol Cell Biol 11(6):414–426. http:// doi.org/10.1038/nrm2901

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  54. Santos SD, Verveer PJ, Bastiaens PI (2007) Growth factor-induced MAPK network topology shapes Erk response determining PC-12 cell fate. Nat Cell Biol 9(3):324–330. http:// doi.org/10.1038/ncb1543

    Article  CAS  PubMed  Google Scholar 

  55. Gillespie DT (1977) Exact stochastic simulation of coupled chemical reactions. J Phys Chem 81:2340–2361

    Article  CAS  Google Scholar 

  56. Gillespie DT (1976) A general method for numerically simulating the stochastic time evolution of coupled chemical reactions. J Comp Phys 22:403–434

    Article  CAS  Google Scholar 

  57. Garner KL, Perrett RM, Voliotis M, Pham T, Tsaneva-Atanasova K, McArdle CA (2017) Information transfer via gonadotropin-releasing hormone receptors to ERK and NFAT: sensing GnRH and sensing dynamics. J Endocr Soc 1:260–277

    PubMed  PubMed Central  Google Scholar 

  58. Caunt CJ, Finch AR, Sedgley KR, McArdle CA (2006) Seven-transmembrane receptor signalling and ERK compartmentalization. Trends Endocrinol Metab 17(7):276–283. http:// doi.org/10.1016/j.tem.2006.07.008

    Article  CAS  PubMed  Google Scholar 

  59. Finch AR, Caunt CJ, Armstrong SP, McArdle CA (2009) Agonist-induced internalization and downregulation of gonadotropin-releasing hormone receptors. Am J Physiol Cell Physiol 297(3):C591–C600. http:// doi.org/10.1152/ajpcell.00166.2009

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. Armstrong SP, Caunt CJ, Finch AR, McArdle CA (2011) Using automated imaging to interrogate gonadotrophin-releasing hormone receptor trafficking and function. Mol Cell Endocrinol 331(2):194–204. http:// doi.org/10.1016/j.mce.2010.07.008

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  61. Finch AR, Sedgley KR, Armstrong SP, Caunt CJ, McArdle CA (2010) Trafficking and signalling of gonadotrophin-releasing hormone receptors: an automated imaging approach. Br J Pharmacol 159(4):751–760. http:// doi.org/10.1111/j.1476-5381.2009.00413.x

    Article  CAS  PubMed  Google Scholar 

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Correspondence to Craig A. McArdle .

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Voliotis, M., Garner, K.L., Alobaid, H., Tsaneva-Atanasova, K., McArdle, C.A. (2018). Exploring Dynamics and Noise in Gonadotropin-Releasing Hormone (GnRH) Signaling. In: von Stechow, L., Santos Delgado, A. (eds) Computational Cell Biology. Methods in Molecular Biology, vol 1819. Humana Press, New York, NY. https://doi.org/10.1007/978-1-4939-8618-7_19

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