FiT-DB / Search/ Help/ Sample detail


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.

Os03g0305400

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

Description : Universal stress protein (Usp) family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.05 (0.064) R2 : 0.711
β1 : -0.693 (0.234) R2dD : 0.00651 R2D : 0.0112
β2 : 0.782 (0.168) R2dC : 0.0141 R2C : -0.00994
β3 : 4.31 (0.131) R2dE : 0.699 R2E : 0.671
β4 : 3.75 (0.767) R2dD*C : 0.0152 R2D*C : 0.0135
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.29 (0.137) R2dN8 : 0.00365 R2N8 : -0.00664
σ : 1.19
deviance : 658.32
__
_____
C
peak time of C : 17.8
E
wheather : temperature
threshold : 29.59
memory length : 706
response mode : < th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 17
open length of G : 3.03

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = < th, dose dependency = dose independent, type of G = rect.)

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
658.52 1.21 5.05 -0.784 0.806 4.36 3.95 0.518 -0.282 17.3 29.64 708 17 3.02
658.32 1.19 5.05 -0.693 0.782 4.31 3.75 -- -0.29 17.8 29.59 706 17 3.03
692.69 1.23 5.03 -0.826 0.842 4.34 -- -0.141 -0.314 17.6 29.6 712 17 3
687.19 1.22 5.1 -0.744 0.964 4.12 -- -- -0.338 19.1 29.4 728 17 3.01
716.9 1.25 5.02 -0.736 -- 4.23 -- -0.11 -0.244 -- 29.5 698 17 2.83
967.62 1.46 5.05 -1.25 4.49 -- -1.01 -- -0.00322 23.7 -- -- -- --
971.96 1.46 5.05 -1.21 4.49 -- -- -- 0.00211 23.7 -- -- -- --
715.22 1.25 5.01 -0.709 -- 4.24 -- -- -0.239 -- 29.56 699 16.9 2.92
702.46 1.23 5.09 -- 1.04 4.14 -- -- -0.318 18.9 29.4 730 17 3.03
2242.25 2.21 4.95 -1.08 -- -- -- -- 0.0554 -- -- -- -- --
1010.64 1.49 5.02 -- 4.48 -- -- -- 0.137 23.6 -- -- -- --
727.97 1.26 5.02 -- -- 4.27 -- -- -0.221 -- 29.58 707 16.7 3.11
2273.24 2.23 4.92 -- -- -- -- -- 0.176 -- -- -- -- --

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
1 664.14 temperature 30.0 720 < th dose independent rect. 17 3
2 669.06 radiation 10.0 720 < th dose dependent rect. 15 5
6 675.50 radiation 10.0 720 < th dose dependent rect. 16 11
9 681.01 humidity 70.0 720 > th dose independent rect. 16 12
12 685.16 humidity 50.0 720 > th dose dependent rect. 17 3
15 686.98 humidity 70.0 720 > th dose independent rect. 17 3
22 689.68 temperature 30.0 720 < th dose independent rect. 17 11
38 699.94 radiation 10.0 720 < th dose independent rect. 15 5
62 711.02 radiation 1.0 720 < th dose independent rect. 17 10
67 711.69 radiation 40.0 1440 < th dose dependent rect. 18 4
73 713.26 temperature 10.0 30 > th dose dependent rect. 20 23
83 718.06 radiation 1.0 720 < th dose independent rect. 15 12
108 724.08 radiation 10.0 720 < th dose dependent sin 16 NA
115 725.25 humidity 70.0 720 > th dose independent sin 15 NA
137 727.82 radiation 1.0 720 < th dose independent rect. 8 19
160 730.03 radiation 1.0 720 > th dose independent rect. 10 22
194 734.53 radiation 1.0 720 < th dose independent rect. 22 22
202 735.55 temperature 20.0 1440 > th dose dependent rect. 13 1
211 736.57 radiation 1.0 720 > th dose independent rect. 11 19
214 737.35 precipitation 0.1 90 < th dose independent rect. 20 23
215 737.35 precipitation 0.1 90 < th dose dependent rect. 20 23
229 738.89 temperature 10.0 720 > th dose dependent rect. 12 20
245 740.36 temperature 25.0 1440 > th dose dependent rect. 9 7
260 741.13 humidity 70.0 720 > th dose independent rect. 16 18
277 742.15 temperature 25.0 1440 > th dose dependent rect. 5 11
326 744.32 humidity 60.0 30 > th dose dependent rect. 19 1
336 744.68 temperature 25.0 1440 > th dose dependent sin 1 NA
341 744.77 radiation 1.0 720 < th dose dependent rect. 22 22
456 747.75 radiation 1.0 90 < th dose independent rect. 5 23
566 749.18 temperature 25.0 1440 > th dose dependent no NA NA
569 749.18 temperature 25.0 1440 > th dose dependent rect. 13 23
590 750.02 temperature 25.0 1440 > th dose dependent rect. 11 23
688 752.53 radiation 1.0 720 < th dose independent rect. 10 10
729 754.04 radiation 1.0 720 < th dose independent sin 14 NA
744 754.45 radiation 1.0 90 < th dose dependent sin 20 NA
749 754.57 radiation 1.0 720 < th dose independent rect. 8 12
766 754.95 humidity 50.0 720 > th dose dependent rect. 15 13
798 755.91 radiation 1.0 90 < th dose dependent rect. 5 23
822 756.62 temperature 10.0 30 > th dose dependent rect. 5 14
823 756.71 temperature 30.0 720 < th dose dependent rect. 8 12
888 758.04 temperature 30.0 270 < th dose dependent rect. 16 4
909 758.37 humidity 50.0 720 > th dose dependent rect. 9 19
920 758.60 radiation 1.0 90 < th dose independent sin 17 NA
926 758.78 temperature 30.0 90 < th dose dependent rect. 9 12
931 758.87 humidity 50.0 720 > th dose dependent rect. 16 11
936 758.93 temperature 25.0 90 < th dose independent rect. 19 2