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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.

Os09g0298100

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

Description : Similar to Pyrophosphate--fructose 6-phosphate 1-phosphotransferase alpha subunit (EC 2.7.1.90) (PFP) (6-phosphofructokinase, pyrophosphate dependent) (Pyrophosphate-dependent 6-phosphofructose-1-kinase) (PPi-PFK).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.17 (0.0322) R2 : 0.715
β1 : 3.03 (0.12) R2dD : 0.445 R2D : 0.472
β2 : 0.874 (0.0794) R2dC : 0.0819 R2C : 0.111
β3 : -1.79 (0.181) R2dE : 0.0762 R2E : 0.199
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.359 (0.0716) R2dN8 : 0.0236 R2N8 : 0.00415
σ : 0.591
deviance : 160.99
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_____
C
peak time of C : 10
E
wheather : radiation
threshold : 2.29
memory length : 1489
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
159.45 0.593 5.17 2.97 0.86 -1.81 0.666 0.245 0.351 9.94 2.159 1495 -- --
159.43 0.588 5.17 3 0.863 -1.82 0.64 -- 0.353 9.96 2.307 1493 -- --
161.01 0.591 5.17 3.01 0.869 -1.78 -- 0.143 0.35 10 2.333 1489 -- --
160.99 0.591 5.17 3.03 0.874 -1.79 -- -- 0.359 10 2.29 1489 -- --
190.81 0.643 5.21 2.99 -- -2.33 -- 0.549 0.337 -- 2.459 1564 -- --
194.06 0.653 5.11 3.35 1.08 -- 0.448 -- 0.598 10.4 -- -- -- --
194.87 0.654 5.11 3.37 1.08 -- -- -- 0.599 10.4 -- -- -- --
189.91 0.642 5.2 2.97 -- -2.42 -- -- 0.297 -- 2.34 1562 -- --
374.1 0.901 5.24 -- 1.2 -2.37 -- -- 0.0605 9.18 0.0001093 1435 -- --
265.79 0.762 5.14 3.35 -- -- -- -- 0.596 -- -- -- -- --
493.34 1.04 5.19 -- 1.06 -- -- -- 0.224 10.1 -- -- -- --
389.79 0.92 5.29 -- -- -3.53 -- -- -0.0317 -- 0.07978 1546 -- --
561.42 1.11 5.22 -- -- -- -- -- 0.224 -- -- -- -- --

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
1 147.23 wind 9.0 14400 < th dose independent rect. 4 11
2 147.26 wind 9.0 14400 < th dose independent rect. 1 14
6 147.43 wind 9.0 14400 < th dose independent rect. 7 8
13 148.33 wind 9.0 14400 < th dose independent sin 4 NA
14 148.55 wind 9.0 14400 > th dose independent rect. 1 14
15 148.57 wind 9.0 14400 > th dose independent rect. 4 11
31 148.87 wind 9.0 14400 > th dose independent sin 4 NA
43 149.14 wind 9.0 14400 > th dose independent rect. 9 6
48 149.27 wind 7.0 14400 > th dose dependent rect. 11 2
108 150.85 wind 9.0 14400 > th dose dependent rect. 4 11
113 150.89 wind 9.0 14400 > th dose dependent rect. 1 14
120 151.09 wind 9.0 14400 > th dose dependent sin 3 NA
399 154.06 wind 9.0 14400 > th dose dependent rect. 20 20
580 155.66 radiation 1.0 1440 < th dose independent rect. 16 14
586 155.76 radiation 1.0 1440 > th dose independent rect. 16 14
649 156.20 wind 9.0 14400 > th dose independent rect. 10 22
655 156.24 wind 9.0 14400 > th dose independent rect. 6 23
656 156.26 wind 9.0 14400 > th dose independent no NA NA
661 156.27 wind 9.0 14400 > th dose independent rect. 10 19
685 156.36 wind 9.0 14400 > th dose dependent rect. 13 5
694 156.40 precipitation 0.1 14400 > th dose dependent rect. 4 5
736 156.62 precipitation 0.1 14400 > th dose independent rect. 4 5
748 156.77 precipitation 0.1 14400 < th dose independent rect. 4 5
749 156.77 precipitation 0.1 14400 < th dose dependent rect. 4 5
760 156.91 wind 9.0 14400 > th dose independent rect. 14 2
777 157.04 wind 1.0 43200 < th dose dependent rect. 20 8
784 157.08 wind 9.0 14400 > th dose independent rect. 16 1
803 157.27 radiation 40.0 43200 < th dose independent rect. 10 1
804 157.27 precipitation 0.1 14400 < th dose independent rect. 5 1
805 157.27 precipitation 0.1 14400 > th dose independent rect. 5 2
807 157.27 precipitation 0.1 14400 < th dose dependent rect. 5 1
821 157.34 wind 9.0 14400 < th dose independent rect. 10 23
826 157.36 wind 9.0 14400 < th dose independent rect. 10 20
827 157.36 wind 9.0 14400 < th dose independent rect. 7 23
842 157.39 precipitation 0.1 14400 > th dose dependent rect. 5 2
858 157.44 wind 9.0 14400 < th dose independent no NA NA
887 157.57 wind 9.0 14400 > th dose independent rect. 13 23
913 157.86 wind 9.0 14400 > th dose dependent rect. 14 2
932 157.99 wind 9.0 14400 > th dose dependent rect. 10 22
944 158.09 radiation 40.0 43200 < th dose independent rect. 15 20
993 158.36 humidity 80.0 14400 < th dose independent rect. 22 1