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Os07g0689600

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Nicotianamine synthase 3 (EC 2.5.1.43) (S-adenosyl-L-methionine:S- adenosyl-L-methionine:S-adenosyl-methionine 3-amino-3- carboxypropyltransferase 3) (OsNAS3).


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 10.6 (0.0606) R2 : 0.729
β1 : -7.55 (0.296) R2dD : 0.811 R2D : 0.434
β2 : 2.05 (0.143) R2dC : 0.14 R2C : 0.177
β3 : 1.64 (0.273) R2dE : 0.0339 R2E : 0.0838
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 9.28 (1.01) R2dD*E : 0.137 R2D*E : -0.359
γ1 : -0.349 (0.133) R2dN8 : 0.00634 R2N8 : -0.0209
σ : 1.05
deviance : 512.99
__
_____
C
peak time of C : 10.8
E
wheather : radiation
threshold : 0.93
memory length : 4218
response mode : < th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose independent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
512.29 1.06 10.6 -7.59 2.22 1.61 1.11 8.97 -0.327 10.7 0.9998 4277 -- --
563.84 1.11 10.3 -5.93 2.04 1.05 1.25 -- 0.159 10.9 30.61 12737 -- --
512.99 1.05 10.6 -7.55 2.05 1.64 -- 9.28 -0.349 10.8 0.93 4218 -- --
564 1.11 10.4 -5.75 2.31 1.21 -- -- 0.275 10.8 50.82 14980 -- --
673.52 1.22 10.5 -5.84 -- -1.61 -- -0.944 -0.193 -- 1.418 4060 -- --
615.7 1.16 10.4 -5.85 2.37 -- 1.83 -- -0.136 10.9 -- -- -- --
629.71 1.18 10.4 -5.78 2.36 -- -- -- -0.132 10.8 -- -- -- --
679.34 1.22 10.5 -5.84 -- -1.62 -- -- -0.196 -- 1.418 4060 -- --
1358.04 1.72 10.6 -- 2.15 2.29 -- -- 0.598 10.7 10.02 24343 -- --
974.83 1.46 10.5 -5.83 -- -- -- -- -0.147 -- -- -- -- --
1510.57 1.82 10.3 -- 2.41 -- -- -- 0.512 11 -- -- -- --
1495.93 1.8 10.6 -- -- -1.84 -- -- 0.0539 -- 7.904 25 -- --
1871.45 2.02 10.3 -- -- -- -- -- 0.5 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 485.62 wind 1.0 14400 < th dose dependent rect. 16 9
4 488.34 wind 1.0 14400 < th dose dependent rect. 13 12
6 489.74 wind 1.0 14400 > th dose independent rect. 16 9
8 489.93 wind 1.0 14400 < th dose independent rect. 16 9
13 491.26 wind 1.0 14400 > th dose independent rect. 18 7
14 491.57 wind 1.0 14400 < th dose independent rect. 18 7
17 491.80 wind 1.0 14400 < th dose independent rect. 13 12
27 494.00 wind 1.0 14400 < th dose dependent rect. 20 4
28 494.08 wind 1.0 14400 > th dose independent rect. 12 13
45 496.13 wind 1.0 14400 < th dose independent rect. 20 5
54 497.84 wind 1.0 14400 < th dose dependent sin 17 NA
58 498.94 wind 1.0 14400 > th dose independent sin 17 NA
64 499.57 wind 1.0 14400 < th dose independent sin 17 NA
104 502.99 radiation 1.0 4320 < th dose independent rect. 12 19
131 504.91 radiation 1.0 4320 > th dose independent rect. 12 19
132 504.92 atmosphere 1000.0 270 > th dose independent rect. 19 5
164 507.19 radiation 1.0 4320 < th dose dependent rect. 5 1
166 507.39 radiation 1.0 14400 > th dose independent rect. 6 1
167 507.40 radiation 1.0 14400 < th dose independent rect. 6 1
172 507.62 radiation 1.0 4320 < th dose dependent rect. 13 18
173 507.63 radiation 1.0 4320 < th dose independent rect. 17 14
184 507.97 precipitation 0.1 270 < th dose independent rect. 9 15
185 507.97 precipitation 0.1 270 < th dose dependent rect. 9 15
197 508.43 radiation 1.0 4320 < th dose independent rect. 17 23
217 509.21 radiation 1.0 4320 < th dose independent sin 12 NA
223 509.46 wind 1.0 14400 < th dose dependent rect. 23 1
229 509.82 radiation 1.0 4320 < th dose dependent rect. 24 7
230 509.87 radiation 1.0 4320 < th dose dependent rect. 22 9
249 510.44 radiation 1.0 4320 > th dose independent rect. 17 23
256 510.52 precipitation 0.1 14400 > th dose independent rect. 21 6
258 510.59 temperature 15.0 270 > th dose independent rect. 9 15
263 510.84 precipitation 0.1 14400 > th dose independent rect. 22 4
264 510.84 precipitation 0.1 14400 > th dose dependent rect. 22 4
267 511.02 radiation 1.0 4320 > th dose independent sin 13 NA
274 511.18 radiation 1.0 4320 < th dose independent rect. 17 1
297 511.82 precipitation 0.1 14400 < th dose independent rect. 21 6
299 511.82 precipitation 0.1 14400 < th dose dependent rect. 21 6
323 512.34 temperature 10.0 270 > th dose dependent rect. 24 8
326 512.38 temperature 15.0 270 > th dose independent rect. 19 18
329 512.64 radiation 1.0 4320 < th dose independent rect. 22 18
331 512.70 radiation 1.0 4320 < th dose independent rect. 5 11
333 512.72 radiation 1.0 4320 > th dose independent rect. 5 11
340 512.77 radiation 1.0 4320 > th dose independent rect. 17 1
360 513.02 radiation 1.0 4320 < th dose independent rect. 22 9
387 513.34 radiation 1.0 4320 < th dose dependent sin 12 NA
397 513.60 radiation 1.0 4320 < th dose dependent rect. 18 22
415 513.98 radiation 1.0 4320 < th dose independent rect. 5 21
425 514.11 radiation 1.0 4320 < th dose independent rect. 17 9
427 514.12 radiation 1.0 4320 < th dose independent rect. 5 14
431 514.20 radiation 1.0 4320 < th dose independent rect. 17 11
444 514.35 radiation 1.0 4320 < th dose independent rect. 22 21
448 514.38 radiation 1.0 4320 < th dose independent rect. 17 6
457 514.42 radiation 1.0 4320 < th dose independent rect. 3 22
464 514.45 radiation 1.0 4320 < th dose independent no NA NA
470 514.46 radiation 1.0 4320 < th dose independent rect. 24 23
512 514.72 precipitation 0.1 43200 > th dose independent rect. 24 13
516 514.93 precipitation 0.1 43200 < th dose independent rect. 24 13
518 514.93 precipitation 0.1 43200 < th dose dependent rect. 24 13
521 515.01 radiation 1.0 4320 < th dose dependent rect. 5 11
535 515.33 radiation 1.0 4320 < th dose dependent rect. 24 16
538 515.40 radiation 1.0 4320 < th dose dependent rect. 22 18
543 515.47 humidity 60.0 270 > th dose independent rect. 24 9
553 515.58 radiation 1.0 4320 > th dose independent rect. 5 14
563 515.59 precipitation 0.1 43200 < th dose independent rect. 3 10
564 515.59 precipitation 0.1 43200 < th dose dependent rect. 3 10
572 515.69 precipitation 0.1 43200 < th dose independent rect. 6 3
573 515.69 precipitation 0.1 43200 < th dose dependent rect. 6 3
585 515.78 precipitation 0.1 43200 > th dose independent rect. 3 10
589 515.84 temperature 15.0 270 > th dose independent rect. 19 6
600 515.93 radiation 1.0 4320 > th dose independent no NA NA
672 516.25 radiation 1.0 4320 < th dose dependent sin 7 NA
704 516.55 precipitation 0.1 43200 > th dose dependent rect. 6 3
718 516.66 precipitation 0.1 43200 > th dose independent rect. 6 3
725 516.71 wind 9.0 270 < th dose independent rect. 9 15
734 516.81 precipitation 0.1 14400 > th dose dependent rect. 21 6
783 517.30 radiation 1.0 14400 < th dose independent rect. 22 12
805 517.41 precipitation 0.1 43200 < th dose independent rect. 4 7
806 517.41 precipitation 0.1 43200 < th dose dependent rect. 4 7
869 517.65 atmosphere 1015.0 270 < th dose independent rect. 24 9
885 517.70 precipitation 0.1 43200 > th dose dependent rect. 24 13
905 517.75 temperature 10.0 270 > th dose independent rect. 24 9
907 517.75 atmosphere 995.0 270 > th dose independent rect. 24 9
911 517.76 wind 9.0 270 < th dose independent rect. 24 9
913 517.76 radiation 40.0 270 < th dose independent rect. 24 9
928 517.83 radiation 1.0 4320 < th dose dependent rect. 5 14
942 517.90 radiation 1.0 4320 < th dose dependent rect. 5 20