Pulsatile Stimulation Determines Timing and Specificity of NF-
B-Dependent Transcription
Louise Ashall1*,
Caroline A. Horton1*,
David E. Nelson1*,
Pawel Paszek1*,
Claire V. Harper1,
Kate Sillitoe1,
Sheila Ryan1,
David G. Spiller1,
John F. Unitt2,
David S. Broomhead3,
Douglas B. Kell4,
David A. Rand5,
Violaine Sée1, and
Michael R. H. White1
1 Centre for Cell Imaging, School of Biological Sciences, Bioscience Research Building, Crown Street, Liverpool, L69 7ZB, UK.
2 Molecular Biology Department, AstraZeneca R&D Charnwood, Bakewell Road, Loughborough, Leicestershire, LE11 5RH, UK.
3 School of Mathematics, The Alan Turing Building, The University of Manchester, Oxford Road, Manchester, M13 9PL, UK.
4 Manchester Centre for Integrative Systems Biology, School of Chemistry, and Manchester Interdisciplinary Biocentre, University of Manchester, 131 Princess Street, Manchester, M1 7DN.
5 Warwick Systems Biology, Coventry House, University of Warwick, Coventry CV4 7AL, UK.
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Fig. 1.. RelA oscillations at the single-cell level. (A and C) Time course of the ratio of nuclear to cytoplasmic localization (N:C) of RelA-dsRedxp in (A) SK-N-AS (stably transfected) and (C) MEF (transiently transfected) cells. Single-cell dynamics are shown by differently colored lines. (B and D) The number of cells (separate experiments are represented by different colors) showing RelA-dsRedxp translocations in (B) stably transfected SK-N-AS (imaged for at least 350 min; 0 cells failed to respond) and (D) transiently transfected MEF cells (imaged for at least 250 min; 1 cell failed to respond). (E) Time-lapse confocal images of a typical RelA-dsRedxp-transfected MEF cell after TNF stimulation.
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Fig. 2.. Response of SK-N-AS cells to various TNF pulse frequencies. (A) Time course of RelA-dsRedxp N:C ratio in transiently transfected cells pulsed three times with TNF for 5 min at intervals of 60, 100, or 200 min (five typical cells shown for each). RelA-dsRedxp N:C ratio was normalized to peak 1 intensity. (B) Amplitude of successive peaks of RelA-dsRedxp localization after pulses or continuous exposure of cells to TNF . Results were normalized to the amplitude of peak 1 (+SD). Asterisks indicate P values for a one-sample Wilcoxon test for peak amplitude equal to 1. (C) Western blot of Ser32 phospho-I B (p-I B ), I B , Ser536 phospho-RelA (p-RelA), RelA, and cyclophilin A (cyclo A) amounts in cells stimulated with TNF pulses 200 min apart. (D) Ratio of p-I B /total I B (relative to that recorded at t = 5 min) in cells stimulated 60, 100, and 200 min apart (+SD) [data based on (C)] (fig. S4). p1 and p2 indicate time after pulse 1 or 2 for each stimulation protocol. (E) Two-feedback NF- B signaling pathway showing IKK and the base module. (F and G) Computational analysis of existing (F) (21) and proposed (G) IKK structures. Heat maps [poor (red) to good (green)] represent the ability of the model to quantitatively fit the experimental data for a range of selected parameter values (table S5). A20 degradation rate (c4) was varied on a logarithmic scale two orders of magnitude above and below 0.0009 s–1. The best fit is highlighted and the corresponding simulated N:C ratio shown (F and G, bottom) for all TNF stimulation conditions; c4 = 0.00143 s–1 in (F) and c4 = 0.0045 s–1 in (G).
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Fig. 3.. Role of the I B feedback loop. (A) Diagram of NF- B signaling pathway, including three feedback mechansims. (B) Stochastic NF- B–dependent regulation of I B , A20 (upper) and delayed I B (lower) genes. (C) RelA and (D) RNA polymerase II DNA binding to the I B and I B promoters after continuous TNF stimulation by means of ChIP analysis. (E and F) Simulations of single-cell trajectories and the 100-cell average (black line) for (E) wild-type and (F) I B knockdown conditions. (G and H) Time course of N:C ratio of RelA-dsRedxp in cells transiently transfected with RelA-dsRedxp and either (G) nonspecific or (H) I B siRNA. The average population (nonspecific siRNA, n = 57 cells; I B siRNA, n = 61 cells) response is shown by a black line.
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Fig. 4.. Stimulation frequency determines differential gene expression. Cells were exposed to a single 5-min TNF pulse or repeated pulses at 200-, 100-, or 60-min intervals or continuous treatment. (A) ChIP analysis of RelA-DNA binding at the I B promoter after a repeated TNF pulse every 200 min. (B) Densitometric analysis of data with binding levels normalized to highest intensity. The dashed line represents the average peak 1 and peak 2 times, and the gray box shows±2 SD (from data in Fig. 2A). (C) Quantitative RT-PCR analysis of I B , I B , MCP-1, and RANTES mRNA abundance in response to various TNF stimulation frequencies. (D) Quantitative RT-PCR analysis of I B , I B , MCP-1, and RANTES mRNA abundance in response to various frequencies of TNF treatments. Amounts are expressed as percentages of continuous TNF stimulation.
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