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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.

Os07g0486700

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

Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.58 (0.0486) R2 : 0.167
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.882 (0.125) R2dC : 0.0912 R2C : 0.072
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.647 (0.102) R2dN8 : 0.0949 R2N8 : 0.0757
σ : 0.915
deviance : 382.49
__
_____
C
peak time of C : 7.51
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
344.61 0.872 4.68 -0.363 0.813 0.764 1.09 4.94 0.558 7.39 1.186 5652 -- --
352.78 0.875 4.53 0.505 0.846 0.817 1.67 -- 0.856 7.87 20 4285 -- --
343.85 0.864 4.67 -0.28 0.687 0.755 -- 5.15 0.563 7.02 1.151 5486 -- --
358.37 0.882 4.53 0.547 0.728 0.883 -- -- 0.871 7.42 19.23 4072 -- --
355.2 0.878 4.8 -0.376 -- 1.63 -- 7.73 0.491 -- 0.1639 5329 -- --
365.24 0.896 4.56 0.557 0.861 -- 1.69 -- 0.718 8.03 -- -- -- --
373.01 0.904 4.56 0.6 0.877 -- -- -- 0.714 7.55 -- -- -- --
366.56 0.892 4.54 0.486 -- 1.6 -- -- 0.934 -- 9.138 3729 -- --
365.51 0.89 4.53 -- 0.743 1.05 -- -- 0.841 6.65 20.03 4076 -- --
414.18 0.951 4.58 0.613 -- -- -- -- 0.727 -- -- -- -- --
382.49 0.915 4.58 -- 0.882 -- -- -- 0.647 7.51 -- -- -- --
371.93 0.898 4.55 -- -- 1.69 -- -- 0.893 -- 10 3751 -- --
424.08 0.961 4.6 -- -- -- -- -- 0.659 -- -- -- -- --

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
1 332.55 precipitation 0.1 43200 < th dose independent rect. 23 1
2 332.55 precipitation 0.1 43200 < th dose dependent rect. 23 1
3 332.57 precipitation 0.1 43200 > th dose independent rect. 23 1
4 332.57 precipitation 0.1 43200 > th dose dependent rect. 23 1
5 332.65 wind 1.0 43200 < th dose independent sin 16 NA
6 333.21 wind 1.0 43200 < th dose independent rect. 15 12
9 333.92 humidity 50.0 43200 > th dose dependent rect. 5 4
10 333.98 humidity 80.0 43200 < th dose independent rect. 3 9
12 334.00 wind 1.0 43200 > th dose independent sin 16 NA
15 334.29 wind 1.0 43200 < th dose dependent sin 18 NA
17 334.32 humidity 80.0 43200 < th dose independent rect. 2 11
30 334.75 wind 1.0 43200 < th dose dependent rect. 12 13
32 334.80 humidity 80.0 43200 > th dose independent rect. 4 7
34 334.88 humidity 80.0 43200 < th dose independent rect. 17 20
40 335.15 wind 1.0 43200 < th dose dependent rect. 12 15
41 335.16 wind 1.0 43200 > th dose independent rect. 15 12
46 335.30 wind 1.0 43200 > th dose independent rect. 12 16
47 335.31 humidity 80.0 43200 > th dose independent rect. 2 10
59 335.44 humidity 80.0 43200 < th dose independent sin 5 NA
67 335.61 humidity 90.0 43200 < th dose dependent rect. 20 1
71 335.65 humidity 80.0 43200 > th dose independent rect. 18 19
78 335.75 humidity 90.0 43200 < th dose dependent rect. 17 17
92 335.88 humidity 50.0 43200 > th dose dependent rect. 7 1
123 336.14 wind 7.0 43200 < th dose dependent rect. 17 2
148 336.27 humidity 90.0 43200 < th dose dependent rect. 18 4
156 336.31 humidity 50.0 43200 > th dose dependent sin 5 NA
181 336.40 humidity 50.0 43200 > th dose dependent rect. 18 19
198 336.48 humidity 90.0 43200 < th dose dependent rect. 12 21
219 336.56 wind 1.0 43200 > th dose dependent rect. 17 2
235 336.60 wind 1.0 43200 < th dose dependent rect. 9 18
241 336.62 humidity 90.0 43200 < th dose dependent sin 8 NA
259 336.67 humidity 70.0 43200 > th dose independent rect. 13 20
278 336.73 humidity 70.0 43200 > th dose independent rect. 13 17
296 336.77 humidity 90.0 43200 < th dose dependent no NA NA
318 336.83 humidity 90.0 43200 < th dose dependent rect. 3 23
319 336.83 humidity 90.0 43200 < th dose dependent rect. 5 23
325 336.84 humidity 90.0 43200 < th dose dependent rect. 1 23
337 336.86 humidity 90.0 43200 < th dose dependent rect. 22 23
377 336.95 humidity 90.0 43200 < th dose dependent rect. 16 12
428 337.05 humidity 50.0 43200 > th dose dependent rect. 20 1
435 337.07 humidity 80.0 43200 < th dose independent rect. 7 2
446 337.08 humidity 70.0 43200 < th dose independent rect. 13 17
453 337.11 humidity 80.0 43200 > th dose independent sin 5 NA
476 337.16 wind 1.0 43200 < th dose dependent rect. 7 18
485 337.18 humidity 90.0 43200 < th dose dependent rect. 24 10
488 337.19 humidity 80.0 43200 > th dose independent rect. 6 3
558 337.32 humidity 90.0 43200 < th dose dependent rect. 6 3
562 337.33 humidity 80.0 43200 > th dose independent rect. 18 6
598 337.38 wind 9.0 14400 < th dose dependent rect. 12 13
624 337.45 humidity 50.0 43200 > th dose dependent rect. 12 23
632 337.47 humidity 50.0 43200 > th dose dependent no NA NA
637 337.47 humidity 50.0 43200 > th dose dependent rect. 22 23
647 337.49 humidity 80.0 43200 < th dose independent rect. 18 6
679 337.52 humidity 50.0 43200 > th dose dependent rect. 3 23
744 337.62 wind 1.0 14400 > th dose dependent rect. 12 13
763 337.66 wind 3.0 43200 < th dose dependent rect. 17 5
780 337.69 humidity 70.0 43200 > th dose independent sin 15 NA
853 337.78 wind 7.0 14400 < th dose dependent rect. 5 18
887 337.83 humidity 70.0 43200 > th dose independent rect. 8 22
922 337.87 wind 9.0 14400 < th dose dependent rect. 15 8