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.

Os07g0418500

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

Description : Similar to Cytochrome P450.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.18 (0.0416) R2 : 0.261
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.85 (0.231) R2dE : 0.248 R2E : 0.225
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.363 (0.0879) R2dN8 : 0.036 R2N8 : 0.0132
σ : 0.781
deviance : 281.5
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 30.72
memory length : 1409
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 8.28
open length of G : 0.777

__

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 = 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
268.66 0.77 3.37 -2.14 0.276 8.62 -0.668 -54.8 0.317 10.5 30.3 1419 8.03 0.955
308.1 0.818 3.19 -0.664 0.456 3.42 1.15 -- 0.329 8.11 30.88 932 8.25 0.7
269.9 0.765 3.35 -2.02 0.279 8.62 -- -54.8 0.308 10.1 30.43 1452 8.07 0.952
273.13 0.77 3.21 -0.439 0.306 3.17 -- -- 0.321 8.14 30.86 1500 8.35 0.732
274.6 0.772 3.36 -2.01 -- 8.55 -- -54.3 0.308 -- 30.4 1456 8.03 0.969
365.09 0.896 3.2 -0.364 0.255 -- -0.698 -- 0.227 10.7 -- -- -- --
367.1 0.897 3.21 -0.393 0.26 -- -- -- 0.224 10.4 -- -- -- --
274.66 0.772 3.19 -0.522 -- 2.85 -- -- 0.298 -- 30.99 1501 8.29 0.735
278.63 0.777 3.18 -- 0.24 2.99 -- -- 0.372 8.03 30.8 1495 8.34 0.733
371.24 0.9 3.21 -0.397 -- -- -- -- 0.223 -- -- -- -- --
371.16 0.901 3.2 -- 0.263 -- -- -- 0.268 10.5 -- -- -- --
281.5 0.781 3.18 -- -- 2.85 -- -- 0.363 -- 30.72 1409 8.28 0.777
375.4 0.904 3.2 -- -- -- -- -- 0.267 -- -- -- -- --

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
1 276.44 temperature 30 1440 > th dose dependent rect. 8 1
29 288.89 temperature 30 4320 > th dose independent rect. 8 1
57 296.66 wind 1 4320 < th dose dependent rect. 6 2
58 297.95 temperature 30 4320 < th dose independent rect. 8 1
60 300.48 temperature 30 4320 < th dose independent rect. 19 14
61 301.24 temperature 30 4320 < th dose independent rect. 23 10
62 301.26 temperature 30 4320 < th dose independent rect. 1 8
63 301.37 wind 1 1440 < th dose independent rect. 6 2
67 301.83 wind 1 1440 > th dose independent rect. 6 4
87 306.68 wind 1 1440 < th dose dependent rect. 6 6
113 315.59 radiation 1 270 < th dose independent rect. 9 3
114 315.59 radiation 1 270 < th dose dependent rect. 9 3
126 319.70 radiation 1 720 < th dose independent rect. 9 1
127 319.70 radiation 1 720 < th dose dependent rect. 9 1
165 324.52 wind 1 720 > th dose independent rect. 5 14
210 326.05 wind 1 1440 < th dose dependent rect. 4 8
244 328.36 radiation 1 720 > th dose independent rect. 4 1
254 328.36 radiation 1 720 > th dose dependent rect. 4 1
272 328.89 wind 1 10 < th dose independent rect. 6 2
324 331.09 radiation 1 270 < th dose independent rect. 8 7
325 331.09 radiation 1 270 < th dose dependent rect. 8 7
340 331.71 wind 1 43200 > th dose independent rect. 5 7
363 332.26 wind 1 43200 > th dose independent rect. 4 9
364 332.41 wind 1 43200 < th dose dependent rect. 6 6
379 332.90 radiation 1 4320 > th dose dependent rect. 18 1
398 333.43 radiation 40 4320 < th dose dependent rect. 18 11
421 334.22 radiation 40 1440 < th dose independent rect. 1 8
437 334.25 radiation 40 1440 < th dose independent rect. 17 16
440 334.30 radiation 40 1440 < th dose independent rect. 3 6
444 334.44 radiation 40 4320 < th dose dependent rect. 18 2
471 335.03 wind 1 43200 > th dose independent rect. 6 5
483 335.30 radiation 40 1440 > th dose independent rect. 8 1
513 335.67 radiation 40 1440 < th dose independent rect. 8 1
548 336.40 humidity 80 1440 > th dose independent rect. 23 1
559 336.58 humidity 80 1440 < th dose independent rect. 23 1
560 336.58 radiation 40 1440 < th dose independent rect. 23 10
585 336.71 radiation 10 4320 < th dose dependent rect. 18 6
595 336.83 humidity 80 1440 < th dose dependent rect. 23 1
625 337.41 radiation 10 4320 < th dose dependent rect. 18 8
644 337.65 wind 1 43200 < th dose dependent rect. 4 19
646 337.68 wind 1 43200 > th dose independent rect. 21 16
652 337.75 wind 1 43200 > th dose independent rect. 19 19
654 337.76 wind 1 43200 > th dose independent rect. 23 16
656 337.76 wind 1 43200 < th dose dependent rect. 4 21
659 337.80 temperature 10 720 > th dose dependent rect. 3 4
660 337.81 radiation 10 10 < th dose dependent rect. 6 1
661 337.83 wind 1 43200 > th dose independent rect. 21 18
662 337.83 wind 1 43200 < th dose dependent rect. 7 2
666 337.85 wind 1 43200 > th dose independent sin 3 NA
686 338.03 radiation 1 10 < th dose independent rect. 7 5
688 338.03 radiation 1 10 < th dose dependent rect. 7 5
743 338.62 wind 1 43200 < th dose independent rect. 6 6
767 338.97 wind 1 43200 < th dose independent rect. 5 8
772 338.99 humidity 90 4320 > th dose independent rect. 7 1
785 339.20 temperature 20 720 > th dose independent rect. 5 2
849 339.83 humidity 90 4320 < th dose independent rect. 7 1
868 340.03 wind 9 1440 < th dose dependent rect. 6 1
870 340.05 wind 3 43200 < th dose dependent rect. 20 11
874 340.13 wind 3 43200 < th dose dependent rect. 4 10
886 340.23 temperature 30 270 > th dose dependent rect. 8 5
903 340.27 wind 3 43200 < th dose dependent rect. 21 17
921 340.33 radiation 10 10 > th dose independent rect. 6 1
948 340.33 radiation 10 10 > th dose dependent rect. 6 1
974 340.34 wind 1 43200 > th dose independent rect. 3 19
980 340.39 wind 7 1440 > th dose dependent rect. 18 1
984 340.40 wind 1 43200 > th dose independent rect. 14 22
986 340.41 wind 1 43200 < th dose independent rect. 19 20