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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.

Os01g0758300

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

Description : Similar to Phosphoenolpyruvate carboxylase, housekeeping isozyme (EC 4.1.1.31) (PEPCase).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.39 (0.0453) R2 : 0.578
β1 : -2.14 (0.195) R2dD : 0.189 R2D : -0.0154
β2 : 2.35 (0.126) R2dC : 0.517 R2C : 0.109
β3 : 2.67 (0.291) R2dE : 0.196 R2E : -0.197
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 5.33 (0.934) R2dD*E : 0.0932 R2D*E : -0.3
γ1 : -1.08 (0.0943) R2dN8 : 0.186 R2N8 : 0.0925
σ : 0.774
deviance : 275.87
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_____
C
peak time of C : 23.2
E
wheather : radiation
threshold : 0.1783
memory length : 3998
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 = radiation, 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
278.95 0.785 5.37 -2.36 1.56 1.95 -1.59 4.42 -1.08 0.142 0.5585 4362 -- --
295.59 0.801 5.29 -1.68 1.11 1.62 -1.52 -- -1.03 23.6 1.504 4618 -- --
275.87 0.774 5.39 -2.14 2.35 2.67 -- 5.33 -1.08 23.2 0.1783 3998 -- --
299.7 0.806 5.29 -1.56 2.18 1.95 -- -- -0.925 22.6 1.378 3811 -- --
309.44 0.824 5.27 -1.81 -- 1.23 -- -1.63 -1.12 -- 0.52 4609 -- --
310.99 0.827 5.32 -2 1.64 -- -1.47 -- -1.17 0.11 -- -- -- --
320.23 0.838 5.31 -1.94 1.64 -- -- -- -1.16 0.203 -- -- -- --
326.66 0.845 5.28 -1.84 -- 1.22 -- -- -1.13 -- 0.52 4609 -- --
351.51 0.873 5.28 -- 2.25 2.54 -- -- -0.765 22.8 0.002948 3906 -- --
490.05 1.03 5.28 -1.89 -- -- -- -- -1.14 -- -- -- -- --
419.6 0.958 5.26 -- 1.62 -- -- -- -0.946 0.138 -- -- -- --
415.98 0.953 5.23 -- -- 1.24 -- -- -0.922 -- 0.52 4609 -- --
584.09 1.13 5.23 -- -- -- -- -- -0.928 -- -- -- -- --

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
1 256.42 radiation 1.0 14400 < th dose dependent rect. 6 9
5 257.87 radiation 40.0 14400 < th dose independent rect. 7 1
8 258.03 radiation 40.0 14400 < th dose independent rect. 21 11
10 258.27 radiation 40.0 14400 < th dose independent rect. 17 15
14 259.05 radiation 40.0 14400 < th dose independent rect. 2 6
18 259.58 radiation 40.0 14400 < th dose independent rect. 24 8
24 260.33 radiation 1.0 14400 < th dose independent rect. 7 8
25 260.54 radiation 1.0 14400 > th dose independent rect. 7 8
28 261.51 atmosphere 1015.0 43200 < th dose independent rect. 18 1
38 261.89 atmosphere 1015.0 43200 > th dose independent rect. 15 1
56 262.67 atmosphere 1015.0 43200 > th dose dependent rect. 19 2
68 263.53 radiation 1.0 14400 < th dose dependent rect. 6 3
81 264.26 temperature 15.0 43200 > th dose independent rect. 9 2
82 264.31 temperature 15.0 43200 < th dose independent rect. 9 2
84 264.44 temperature 15.0 43200 > th dose independent rect. 9 5
85 264.44 atmosphere 1015.0 43200 > th dose dependent rect. 14 1
88 264.56 temperature 15.0 43200 < th dose independent rect. 1 13
89 264.59 temperature 15.0 43200 > th dose independent rect. 3 1
92 264.64 temperature 15.0 43200 < th dose independent rect. 1 11
95 264.66 temperature 15.0 43200 > th dose independent rect. 1 14
127 264.85 temperature 15.0 43200 < th dose independent sin 5 NA
132 264.87 temperature 15.0 43200 > th dose independent rect. 22 17
142 264.91 temperature 15.0 43200 < th dose independent rect. 1 6
154 264.95 temperature 15.0 43200 > th dose independent sin 4 NA
155 264.96 temperature 15.0 43200 < th dose independent rect. 9 5
168 264.99 temperature 15.0 43200 < th dose independent rect. 22 9
206 265.09 temperature 15.0 43200 < th dose independent rect. 2 2
250 265.18 temperature 15.0 43200 > th dose independent rect. 5 9
271 265.24 temperature 15.0 43200 > th dose independent rect. 5 7
321 265.35 temperature 15.0 43200 < th dose independent rect. 5 2
334 265.38 temperature 15.0 43200 > th dose independent rect. 9 22
401 265.50 temperature 15.0 43200 > th dose independent rect. 22 10
409 265.51 temperature 15.0 43200 < th dose independent rect. 9 21
411 265.51 temperature 15.0 43200 > th dose independent rect. 13 23
418 265.54 temperature 15.0 43200 > th dose independent no NA NA
450 265.58 temperature 15.0 43200 > th dose independent rect. 22 6
489 265.64 temperature 15.0 43200 > th dose independent rect. 1 7
496 265.64 temperature 15.0 43200 > th dose independent rect. 5 23
507 265.66 temperature 15.0 43200 < th dose independent rect. 13 23
517 265.68 temperature 15.0 43200 > th dose independent rect. 13 18
538 265.71 temperature 15.0 43200 < th dose independent rect. 13 18
546 265.72 temperature 15.0 43200 < th dose independent no NA NA
668 265.89 temperature 15.0 43200 < th dose independent rect. 4 23
669 265.90 radiation 1.0 14400 > th dose independent rect. 10 2
778 266.21 temperature 15.0 43200 > th dose independent rect. 22 2
853 266.56 radiation 1.0 14400 < th dose independent rect. 10 2
857 266.56 radiation 1.0 14400 < th dose dependent rect. 10 2
938 267.18 temperature 15.0 43200 > th dose independent rect. 6 1
996 267.66 precipitation 0.1 14400 > th dose independent rect. 1 4
998 267.67 temperature 15.0 43200 < th dose independent rect. 13 1