Network Dynamics and Cell Physiology. John J. Tyson Department of Biological Sciences & Virginia Bioinformatics Institute
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1 Network Dynamics and Cell Physiology John J. Tyson Department of Biological Sciences & Virginia Bioinformatics Institute
2 Signal Transduction Network Hanahan & Weinberg (2000)
3 Gene Expression Signal-Response Curve S R rate (dr/dt) 5 rate of degradation S=3 S=2 S=1 response (R) 0.5 linear dr ks kr, d rate of synthesis R 1 2 t = 1 ss k2 R ks signal (S) = Lever
4 Protein Phosphorylation R ATP P i Kinase ADP RP H 2 O Phosphatase 0 rate (drp/dt) response (RP) RP 1 R 0 Goldbeter & Koshland (1981) Signal (Kinase) Buzzer
5 Protein Synthesis: Positive Feedback S R rate (dr/dt) S=16 S=8 S=0 response (R) 0.5 Open EP E 0.1 Closed R signal (S) Griffith (1968) Bistability Fuse
6 S = Total Cyclin MPF Wee1 MPF-P (inactive) Cdc25-P Cdc25 Cdc25-P MPF Cdc25-P response (MPF) metaphase MPF 0 interphase signal (cyclin)
7 Solomon s protocol for cyclin-induced activation of MPF Cyclin Solomon et al. (1990) Cell 63:1013. centrifuge Ca 2+ M Cycloheximide Cdk1 Wee1 Cdc25 Cdk1 Cyclin cytoplasmic extract pellet no synthesis of cyclin no degradation of cyclin
8 Threshold 120 CDK activity Solomon et al. (1990) Cell 63:1013. Novak & Tyson (1993) J. Cell Sci. 106: Cyclin (nm) Sha et al., PNAS 100: (2003) Pomerening et al., Nature Cell Biology 5: (2003)
9 The activation threshold for Mitosis I is between 32 and 40 nm. Δ90 cyclin B (nm) : min 90 min M The inactivation threshold for Mitosis I is between 16 and 24 nm. Δ90 cyclin B (nm) : min 140 min M M M
10 cyclin synthesis APC cyclin degradation Cdc25 MPF Cdc25-P MPF-P (inactive) negative feedback loop 1 MPF cyclin
11 Pomerening, Kim & Ferrell Cell (2005)
12 Dynamical Perspective on Molecular Cell Biology MPF Cyclin Vector Field, Steady State, Bifurcation
13 Cyclin Cdk Cdk Cdk P Cdk Cyclin Wee1 Cdc25 Cyclin C K I Cdk Cyclin C K I d MPF dt d cyclin dt = k 1 -(k wee + k 2 ) * MPF + k 25 (cyclin - MPF) = k 1 -k 2 * cyclin
14 Phase Plane dx/dt=f(x,y) dy/dt=g(x,y) MPF (x o,y o ) Δy=g(x o,y o ) Δt Δx=f(x o,y o ) Δt Cyclin k 1 / k 2 d cyclin dt = k 1 -k 2 * cyclin
15 One-parameter bifurcation diagram p x t t Signal Response variable (response) ON OFF saddle-node saddle-node Hopf stable steady state unstable steady state parameter (signal)
16 Phase Plane dx/dt=f(x,y) dy/dt=g(x,y) MPF Cyclin
17 Phase Plane dx/dt=f(x,y) dy/dt=g(x,y) MPF Cyclin
18 Phase Plane dx/dt=f(x,y) dy/dt=g(x,y) MPF Cyclin
19 Hopf Bifurcation
20 Second Parameter variable (response) saddle-node saddle-node Hopf supercritical parameter (signal)
21 variable (response) CF Hopf subcritical parameter (signal)
22 variable (response) SL SNIC parameter (signal)
23 SNIC Bifurcation Invariant Circle Saddle-Node on an Invariant Circle Limit Cycle
24 Signal-Response Curve = One-parameter Bifurcation Diagram
25 Review Molec Genetics Biochemistry Cell Biology Molecular Mechanism Kinetic Equations State Space, Vector Field Attractors, Transients, Repellors Bifurcation Diagrams
26 The Cell Cycle of Fission Yeast
27 G1 cell division The cell cycle is the sequence of events whereby a growing cell replicates all its components and divides them more-or-less evenly between two daughter cells... S DNA replication M mitosis G2
28 P Wee1 mass/nucleus Cdc20 Cdc14 TFB A P CycB Wee1 TFB I APC APC-P Cdc14 Cdc25 Cdc14 Cdc25 P CycB Cdc20 Cdh1 CKI CycB CycD CycE TFI I CycA CycD CKI Cdh1 TFI A CKI CycE CKI CycA Cyc E,A,B CycE Fission TFE Yeast A CycA Cdc20 CycD CycB CycA TFE I
29 The mathematical model d[cycb] d t ' " ( ) = k [mass] k + k [Cdh1]+ k [Cdc20] [CycB] k [CKI][CycB] synthesis degradation binding ' ' ( k6 + k6 )( T ) ( k7 + k7 ) d[cdh1] [Cdc14] [Cdh1] [Cdh1] [CycB] [Cdh1] = d t J + [Cdh1] [Cdh1] J + [Cdh1] 6 T 7 activation inactivation d[cdc20] d t k [CycB] = k + ' n 1 1 k n n 2 J1 + [CycB] [Cdc20] synthesis degradation
30 5 S G2 MG1 S G2 MG1 S 4 mass/nucleus 3 2 P Cdk1 CycB 1 Cdk1 CycB CKI 0 Cdh1 Cdc20 Wee1 Cdc Time (min)
31 Mutants in Fission Yeast Gene Viable? Trait cdc2 No block in G2 cdc13 No block in G2 rum1 Yes sterile ste9 Yes sterile slp1 Yes wee1 Yes small cdc25 No block in G2 cdc2 OP Yes wt cdc13 OP Yes wt rum1 OP No endoreplic. ste9 OP Yes wt wee1 OP Yes large cdc25 OP Yes small wee1 rum1δ No extremely small wee1 cdc25δ Yes quantized cycles wee1 cdc25 OP No cut wee1 OP cdc25 No block in G2
32 P Wee1 mass/nucleus Cdc20 Cdc14 TFB A neg fdbk osc P CycB Wee1 TFB I APC APC-P Cdc14 Cdc25 Cdc14 Cdc25 P CycB Cdc20 Cdh1 bistable switch CKI CycB CycD CycE TFI I CycA CycD CKI Cdh1 TFI A CKI CycE CKI CycA bistable switch Cyc E,A,B Cdc20 CycE CycD TFE A Fission Yeast CycB CycA CycA TFE I
33 3.0 M 0.8 Cdk1:CycB G1 SN 3 SN 2 Hopf SN 1 S/G2 SNIC mass/nucleus
34 3.0 Wild type M Cdk1:CycB Balanced Growth and Division 0 G1 S/G mass/nucleus
35 3.0 Wild type M Cdk1:CycB Alternation of S phase and M phase 0 G1 S/G mass/nucleus
36 Nature, Vol, 256, No. 5518, pp , August 14, 1975 Genetic control of cell size at cell division in yeast Paul Nurse Department of Zoology, West Mains Road, Edinburgh EH9 3JT, UK wild-type wee1δ
37 P Wee1 mass/nucleus Cdc20 Cdc14 TFB A P CycB Wee1 TFB I APC APC-P Cdc14 Cdc25 Cdc14 Cdc25 P CycB Cdc20 Cdh1 CKI CycB CycD CycE TFI I CycA CycD CKI Cdh1 TFI A CKI CycE CKI CycA Cyc E,A,B Cdc20 CycE TFE A CycA CycD CycB CycA TFE I
38 1.2 wee1δ M Cdk1:CycB S/G2 G mass/nucleus
39 P Wee1 mass/nucleus Cdc20 Cdc14 TFB A P CycB Wee1 TFB I APC APC-P Cdc14 Cdc25 Cdc14 Cdc25 P CycB Cdc20 Cdh1 CKI CycB CycD CycE TFI I CycA CycD CKI Cdh1 TFI A CKI CycE CKI CycA Cyc E,A,B Cdc20 CycE TFE A CycA CycD CycB CycA TFE I
40 3.0 ckiδ M 0.8 Cdk1:CycB G1 S/G mass/nucleus
41 P Wee1 Cdc20 Cdc14 TFB A P CycB Wee1 TFB I APC APC-P Cdc14 Cdc25 Cdc14 Cdc25 P CycB Cdc20 Cdh1 CKI CycB CycD CycE TFI I CycA CycD CKI Cdh1 TFI A CKI CycE CKI CycA Cyc E,A,B Cdc20 CycE TFE A CycA CycD CycB CycA TFE I
42 2.0 ckiδ wee1 ts Cdk1:CycB M 0 G1 S/G mass/nucleus
43 The Cell Cycle of Budding Yeast
44 P Wee1 Cdc20 Cdc14 TFB A P CycB Wee1 TFB I APC APC-P Cdc14 Cdc25 Cdc14 Cdc25 P CycB Cdc20 Cdh1 CKI CycB CycD CycE TFI I CycA CycD CKI Cdh1 TFI A CKI CycE CKI CycA mass/nucleus Cyc E,A,B CycE TFE A CycA Cdc20 Growth CycD CycB CycA TFE I
45 Wild type cells CycB-dependent kinase activity 1e+0 1e-1 1e-2 1e-3 1e-4 G1 S/G2 M MDT= 90 min 120 min 150 min 1e SNIPER mass
46 time (min) CycB G1 Period cell mass (au.)
47 cdh1δ ckiδ cdc20δ 1e+2 1e+1 1e+0 1e-1 1e-2 1e-3 1e-4 1e mass No CycB destruction mass CycB-dependent kinase activity lack of one of the G1 enemies: viable CycB-dependent kinase activity cdc14δ 1e+0 1e-1 1e-2 1e-3 1e-4 1e mass Incomplete CycB destruction mass
48 Defects in Exit from Mitosis CycB-dependent kinase activity 10 1 A 10 0 wild-type cdc20 ts pds1δ 10 1 E MDT = 300 min 200 min 150 min 120 min 90 min APC-A cdh1δ 10 1 D D F CLB2Δdb cell mass (au.)
49 Two-parameter bifurcation diagram Second parameter SNIPER SN SL CF Hopf (sub) BISTABILITY SN Hopf (super) First parameter
50 cell mass (au.) PHYSIOLOGY WT ckiδ GENETICS Cki synthesis
51 cell mass (au.) Cdc20 synthesis Cdh1 activation Cdc14 activation Sic1 synthesis cell mass (au.) cell mass (au.) cell mass (au.)
52 The Dynamical Perspective Molec Genetics Biochemistry Cell Biology Molecular Mechanism Kinetic Equations State Space, Vector Field Attractors, Transients, Repellors Bifurcation Diagrams Signal-Response Curves
nutrients growth & division repellants movement
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