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Biosynthetic Response of Gonadotrope Cell and Its Noise Propagation: Mathematical Modeling Approach

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This paper addresses biosynthetic responses of gonadotropes, which utilizes several signal transduction pathways to mediate gonadotropin-releasing hormone (GnRH)-mediated signaling from brain1). Experimental studies for the biosynthetic response of the gonadotrope to varying GnRH concentrations showed that the overall average level of ERK activation in populations of cells increased non-cooperatively with increasing GnRH. However, it is observed from
the single-cell responses that individual gonadotropes exhibited two response states, inactive and active, while both the probability of activation and the average response in activated cells increased with increasing GnRH concentration. These data indicate a hybrid single-cell response having both digital (switch-like) and analog (graded) features2). In order to provide a
plausible mechanism for the hybrid response, we have employed mathematical modeling approach based on the detailed kinetic mechanism, and it was found that the hybrid response can be explained by cell-to-cell variations for total concentrations of proteins as well as indirect thresholding of ERK activation resulting from the distributed structure of the signaling network. In addition, on the basis of the developed model, we investigated the propagation of cell to cell
response variation through this pathway and found that the noise scales in proportion to the average response as observed in the experimental data.

저자정보

  • Myung-June Park 1Dept of Chemical Engineering, Ajou University
  • Frederique Ruf Center for Translational Systems Biology and Dept of Neurology, Mount Sinai School of Medicine, New York,
  • Stuart C. Sealfon Center for Translational Systems Biology and Dept of Neurology, Mount Sinai School of Medicine, New York,

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