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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.

Os04g0352400

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

Description : Peptidylprolyl isomerase, FKBP-type domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.51 (0.0673) R2 : 0.829
β1 : 0.871 (0.247) R2dD : 0.00568 R2D : 0.0154
β2 : 2.64 (0.2) R2dC : 0.11 R2C : 0.358
β3 : 8.22 (0.321) R2dE : 0.438 R2E : 0.691
β4 : 4.06 (0.606) R2dD*C : 0.0158 R2D*C : 0.0318
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.595 (0.148) R2dN8 : 0.00535 R2N8 : -0.0155
σ : 1.24
deviance : 709.07
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_____
C
peak time of C : 12.5
E
wheather : temperature
threshold : 23.1
memory length : 10
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 22.1
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 = sin)

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
719.65 1.26 5.5 0.864 2.29 8.52 4.12 0.00501 -0.465 13.1 22.03 10 21.7 --
709.07 1.24 5.51 0.871 2.64 8.22 4.06 -- -0.595 12.5 23.1 10 22.1 --
756.15 1.28 5.41 1.5 2.31 8.37 -- 4.27 -0.253 12.2 22.78 8 21.6 --
765.5 1.29 5.47 1.13 2.69 8.33 -- -- -0.442 11.9 23.34 9 22.2 --
793.89 1.31 5.43 1.35 -- 10.3 -- 6.42 -0.203 -- 19.03 5 19.9 --
1597.08 1.87 5.15 2.01 6.1 -- 5.21 -- 0.64 11.5 -- -- -- --
1712.69 1.94 5.14 2.22 6.08 -- -- -- 0.657 11.4 -- -- -- --
850.55 1.36 5.51 0.757 -- 10.6 -- -- -0.418 -- 19.77 5 20.1 --
798.87 1.32 5.5 -- 2.54 8.62 -- -- -0.572 12.1 23.15 10 22.1 --
4030.23 2.97 5.28 2.06 -- -- -- -- 0.596 -- -- -- -- --
1842.3 2.01 5.19 -- 6.06 -- -- -- 0.41 11.4 -- -- -- --
865.02 1.37 5.54 -- -- 10.8 -- -- -0.496 -- 19.89 5 20.1 --
4142.18 3 5.33 -- -- -- -- -- 0.367 -- -- -- -- --

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
1 751.93 temperature 20 10 > th dose dependent sin 3 NA
3 773.71 temperature 25 10 > th dose dependent sin 6 NA
16 799.38 temperature 30 10 < th dose dependent rect. 2 15
21 804.25 temperature 30 10 < th dose dependent sin 2 NA
33 825.43 temperature 20 10 > th dose dependent rect. 6 8
35 827.41 temperature 15 10 > th dose dependent rect. 6 20
51 842.36 temperature 20 10 > th dose dependent rect. 6 10
57 846.71 temperature 15 10 > th dose dependent rect. 6 18
89 873.11 temperature 25 10 > th dose independent rect. 6 8
103 885.66 temperature 25 30 > th dose independent sin 3 NA
142 911.95 temperature 25 30 < th dose independent sin 3 NA
145 913.53 temperature 25 90 < th dose independent rect. 2 15
178 924.88 temperature 20 10 > th dose dependent rect. 6 6
197 931.80 temperature 25 10 > th dose independent rect. 6 6
228 941.95 temperature 30 10 < th dose dependent rect. 24 19
385 983.25 temperature 25 10 > th dose dependent rect. 1 11
392 984.70 temperature 25 10 > th dose dependent rect. 1 13
396 984.98 temperature 25 10 > th dose dependent rect. 23 13
399 985.75 temperature 25 10 > th dose dependent rect. 23 15
480 1002.06 temperature 25 30 > th dose independent rect. 2 12
694 1034.99 temperature 25 10 > th dose dependent rect. 15 23
731 1041.20 temperature 25 10 > th dose dependent rect. 17 23
841 1061.27 temperature 25 10 > th dose dependent rect. 19 23
927 1071.53 temperature 25 10 > th dose dependent no NA NA
939 1072.13 temperature 25 10 > th dose dependent rect. 1 23
983 1075.35 temperature 25 10 > th dose dependent rect. 23 23