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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os04g0529600

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

Description : Lanthionine synthetase C-like family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.2 (0.0383) R2 : 0.696
β1 : 2.59 (0.145) R2dD : 0.241 R2D : 0.324
β2 : 1.52 (0.0914) R2dC : 0.188 R2C : 0.24
β3 : 1.56 (0.12) R2dE : 0.135 R2E : 0.265
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.057 (0.0845) R2dN8 : 4.88e-05 R2N8 : -0.00121
σ : 0.71
deviance : 232.22
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_____
C
peak time of C : 23.2
E
wheather : temperature
threshold : 23.09
memory length : 1294
response mode : > th
dose dependency : dose dependent
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 = temperature, response mode = > th, dose dependency = dose dependent, 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
225.24 0.705 5.13 3.31 1.5 1.49 -1.03 2.79 0.184 23.1 20.84 1260 -- --
229.82 0.706 5.19 2.47 1.51 1.56 -1.04 -- 0.0887 23.1 23.02 1292 -- --
229.32 0.705 5.14 3.33 1.57 1.48 -- 2.65 0.179 23.1 20.78 1333 -- --
232.22 0.71 5.2 2.59 1.52 1.56 -- -- 0.057 23.2 23.09 1294 -- --
359.34 0.883 5.11 3.05 -- 1.94 -- 2.03 0.0958 -- 21.84 2355 -- --
319.33 0.838 5.14 3.09 1.69 -- -0.593 -- 0.334 23.5 -- -- -- --
320.84 0.839 5.14 3.11 1.7 -- -- -- 0.336 23.5 -- -- -- --
324.1 0.838 5.2 2.48 -- 2.48 -- -- -0.0818 -- 22.46 939 -- --
326.17 0.841 5.36 -- 1.66 3.2 -- -- -0.749 23.4 14.28 8805 -- --
501.24 1.05 5.1 3.16 -- -- -- -- 0.355 -- -- -- -- --
575.86 1.12 5.21 -- 1.73 -- -- -- -0.0102 23.6 -- -- -- --
415.65 0.95 5.39 -- -- 3.14 -- -- -0.957 -- 10.14 32618 -- --
764.05 1.29 5.18 -- -- -- -- -- 0.0045 -- -- -- -- --

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
1 218.91 temperature 20 14400 < th dose dependent rect. 3 1
6 220.02 temperature 20 14400 < th dose dependent rect. 22 7
31 221.31 temperature 20 14400 < th dose dependent rect. 23 2
49 221.67 temperature 20 14400 < th dose dependent sin 10 NA
186 223.33 temperature 20 4320 > th dose dependent rect. 22 3
259 224.10 temperature 20 4320 > th dose dependent rect. 22 7
284 224.35 temperature 20 14400 < th dose dependent no NA NA
290 224.42 radiation 1 14400 < th dose dependent rect. 4 1
295 224.52 temperature 30 4320 < th dose dependent rect. 22 2
300 224.65 temperature 10 4320 > th dose dependent rect. 22 3
322 224.99 temperature 20 1440 > th dose dependent rect. 22 16
379 225.56 temperature 20 1440 > th dose dependent sin 7 NA
517 226.63 temperature 30 4320 < th dose dependent rect. 21 12
524 226.66 temperature 10 4320 > th dose dependent rect. 21 12
532 226.69 temperature 20 1440 > th dose dependent rect. 4 4
550 226.76 temperature 20 1440 > th dose dependent rect. 3 6
577 226.86 temperature 20 1440 > th dose dependent rect. 6 1
601 226.94 temperature 10 4320 > th dose dependent sin 11 NA
631 227.03 temperature 30 4320 < th dose dependent sin 11 NA
692 227.20 temperature 20 14400 < th dose independent rect. 3 1
714 227.32 temperature 20 14400 > th dose independent rect. 3 1
719 227.34 temperature 25 1440 > th dose independent rect. 6 6
766 227.51 temperature 25 1440 > th dose independent rect. 17 21
769 227.55 temperature 25 1440 > th dose independent rect. 6 18
781 227.59 temperature 20 1440 > th dose dependent rect. 10 22
782 227.59 temperature 20 1440 > th dose dependent rect. 13 23
828 227.75 temperature 20 1440 > th dose dependent no NA NA
924 227.99 temperature 25 1440 < th dose independent rect. 6 18
933 228.01 temperature 20 1440 > th dose dependent rect. 3 23
938 228.03 temperature 20 1440 > th dose dependent rect. 6 23
946 228.06 temperature 20 1440 > th dose dependent rect. 24 23
951 228.09 temperature 25 1440 < th dose independent rect. 6 6