TY - JOUR
T1 - Gonadotropin-releasing hormone signaling
T2 - An information theoretic approach
AU - Voliotis, Margaritis
AU - Garner, Kathryn
AU - Alobaid, Hussah
AU - Tsaneva-Atanasova, Krasimira
AU - McArdle, Craig A
N1 - Research funded by MRC (93447), BBSRC (J014699), EPSRC (EP/N014391/1), MRC Biomedical Informatics Fellowship (MR/K021826/1)
PY - 2018/3/5
Y1 - 2018/3/5
N2 - Gonadotropin-releasing hormone (GnRH) is a peptide hormone that mediates central control of reproduction, acting via G-protein coupled receptors that are primarily Gq coupled and mediate GnRH effects on the synthesis and secretion of luteinizing hormone and follicle-stimulating hormone. A great deal is known about the GnRH receptor signaling network but GnRH is secreted in short pulses and much less is known about how gonadotropes decode this pulsatile signal. Similarly, single cell measures reveal considerable cell-cell heterogeneity in responses to GnRH but the impact of this variability on signaling is largely unknown. Ordinary differential equation-based mathematical models have been used to explore the decoding of pulse dynamics and information theory-derived statistical measures are increasingly used to address the influence of cell-cell variability on the amount of information transferred by signaling pathways. Here, we describe both approaches for GnRH signaling, with emphasis on novel insights gained from the information theoretic approach and on the fundamental question of why GnRH is secreted in pulses.
AB - Gonadotropin-releasing hormone (GnRH) is a peptide hormone that mediates central control of reproduction, acting via G-protein coupled receptors that are primarily Gq coupled and mediate GnRH effects on the synthesis and secretion of luteinizing hormone and follicle-stimulating hormone. A great deal is known about the GnRH receptor signaling network but GnRH is secreted in short pulses and much less is known about how gonadotropes decode this pulsatile signal. Similarly, single cell measures reveal considerable cell-cell heterogeneity in responses to GnRH but the impact of this variability on signaling is largely unknown. Ordinary differential equation-based mathematical models have been used to explore the decoding of pulse dynamics and information theory-derived statistical measures are increasingly used to address the influence of cell-cell variability on the amount of information transferred by signaling pathways. Here, we describe both approaches for GnRH signaling, with emphasis on novel insights gained from the information theoretic approach and on the fundamental question of why GnRH is secreted in pulses.
KW - GnRH
KW - GPCR
KW - NFAT
KW - ERK
KW - Mathematical modeling
KW - Mutual information
U2 - 10.1016/j.mce.2017.07.028
DO - 10.1016/j.mce.2017.07.028
M3 - Review article
SN - 0303-7207
VL - 463
SP - 106
EP - 115
JO - Molecular and Cellular Endocrinology
JF - Molecular and Cellular Endocrinology
ER -