TY - JOUR
T1 - Information transfer via gonadotropin-releasing hormone receptors toERKandNFAT
T2 - Sensing GnRH and sensing dynamics
AU - Garner, Kathryn L.
AU - Voliotis, Margaritis
AU - Alobaid, Hussah
AU - Perrett, Rebecca M.
AU - Pham, Thanh
AU - Tsaneva-Atanasova, Krasimira
AU - McArdle, Craig A.
N1 - Publisher Copyright:
© 2017 Endocrine Society.
PY - 2017/4
Y1 - 2017/4
N2 - Information theoretic approaches can be used to quantify information transfer via cell signaling networks. In this study, we do so for gonadotropin-releasing hormone (GnRH) activation of extracellular signal-regulated kinase (ERK) and nuclear factor of activated T cells (NFAT) in large numbers of individual fixed LβT2 and HeLa cells. Information transfer, measured by mutual information between GnRHandERKor NFAT, was,1 bit (despite 3-bit system inputs). It was increased by sensing bothERK and NFAT, but the increase was < 50%. In live cells, information transfer via GnRH receptors to NFAT was also, 1 bit and was increased by consideration of response trajectory, but the increase was < 10%. GnRH secretion is pulsatile, so we explored information gained by sensing a second pulse, developing a model of GnRH signaling to NFAT with variability introduced by allowing effectors to fluctuate. Simulations revealed that when cell-cell variability reflects rapidly fluctuating effector levels, additional information is gained by sensing two GnRH pulses, but where it is due to slowly fluctuating effectors, responses in one pulse are predictive of those in another, so little information is gained from sensing both. Wet laboratory experiments revealed that the latter scenario holds true for GnRH signaling; within the timescale of our experiments (1 to 2 hours), cell-cell variability in the NFAT pathway remains relatively constant, so trajectories are reproducible from pulse to pulse. Accordingly, joint sensing, sensing of response trajectories, and sensing of repeated pulses can all increase information transfer via GnRH receptors, but in each case the increase is small.
AB - Information theoretic approaches can be used to quantify information transfer via cell signaling networks. In this study, we do so for gonadotropin-releasing hormone (GnRH) activation of extracellular signal-regulated kinase (ERK) and nuclear factor of activated T cells (NFAT) in large numbers of individual fixed LβT2 and HeLa cells. Information transfer, measured by mutual information between GnRHandERKor NFAT, was,1 bit (despite 3-bit system inputs). It was increased by sensing bothERK and NFAT, but the increase was < 50%. In live cells, information transfer via GnRH receptors to NFAT was also, 1 bit and was increased by consideration of response trajectory, but the increase was < 10%. GnRH secretion is pulsatile, so we explored information gained by sensing a second pulse, developing a model of GnRH signaling to NFAT with variability introduced by allowing effectors to fluctuate. Simulations revealed that when cell-cell variability reflects rapidly fluctuating effector levels, additional information is gained by sensing two GnRH pulses, but where it is due to slowly fluctuating effectors, responses in one pulse are predictive of those in another, so little information is gained from sensing both. Wet laboratory experiments revealed that the latter scenario holds true for GnRH signaling; within the timescale of our experiments (1 to 2 hours), cell-cell variability in the NFAT pathway remains relatively constant, so trajectories are reproducible from pulse to pulse. Accordingly, joint sensing, sensing of response trajectories, and sensing of repeated pulses can all increase information transfer via GnRH receptors, but in each case the increase is small.
KW - Extracellular signal-regulated kinase
KW - G protein coupled receptor
KW - Gonadotropin-releasing hormone
KW - Mathematical modeling
KW - Mitogen-activated protein kinase
KW - Nuclear factor of activated T cells
UR - http://www.scopus.com/inward/record.url?scp=85041651873&partnerID=8YFLogxK
U2 - 10.1210/js.2016-1096
DO - 10.1210/js.2016-1096
M3 - Article
AN - SCOPUS:85041651873
SN - 2472-1972
VL - 1
SP - 260
EP - 277
JO - Journal of the Endocrine Society
JF - Journal of the Endocrine Society
IS - 4
ER -