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.

Os09g0110100

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.45 (0.0463) R2 : 0.583
β1 : -2.98 (0.173) R2dD : 0.31 R2D : 0.14
β2 : 1.87 (0.112) R2dC : 0.257 R2C : 0.227
β3 : 1.13 (0.218) R2dE : 0.0438 R2E : -0.117
β4 : -2.71 (0.457) R2dD*C : 0.0325 R2D*C : -0.025
β5 : -8 (0.944) R2dD*E : 0.117 R2D*E : -0.0238
γ1 : -0.546 (0.0974) R2dN8 : 0.0396 R2N8 : -0.00862
σ : 0.85
deviance : 327.15
__
_____
C
peak time of C : 21
E
wheather : atmosphere
threshold : 999.5
memory length : 4687
response mode : < th
dose dependency : dose independent
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 = atmosphere, response mode = < th, dose dependency = dose independent, 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
327.15 0.85 4.45 -2.98 1.87 1.13 -2.71 -8 -0.546 21 999.5 4687 -- --
372.41 0.906 4.35 -2.72 1.86 0.43 -2.68 -- -0.544 21 1002 6408 -- --
352.3 0.874 4.45 -2.89 1.87 1.1 -- -7.94 -0.547 21 999.4 4689 -- --
373.44 0.9 4.37 -2.45 1.86 2.29 -- -- -0.523 20.9 991.6 3630 -- --
554.21 1.1 4.4 -2.91 -- 1.12 -- -7.9 -0.547 -- 999.6 4684 -- --
378.72 0.912 4.36 -2.66 1.86 -- -2.68 -- -0.584 20.9 -- -- -- --
403.23 0.94 4.36 -2.57 1.86 -- -- -- -0.583 21 -- -- -- --
574.03 1.12 4.3 -2.42 -- 2.43 -- -- -0.544 -- 993.2 5044 -- --
523.78 1.07 4.29 -- 1.88 3.29 -- -- -0.251 20.9 991.6 8333 -- --
602.49 1.15 4.31 -2.57 -- -- -- -- -0.594 -- -- -- -- --
577.04 1.12 4.3 -- 1.87 -- -- -- -0.297 20.9 -- -- -- --
700.97 1.23 4.23 -- -- 2.78 -- -- -0.232 -- 992.7 12893 -- --
776.09 1.3 4.25 -- -- -- -- -- -0.31 -- -- -- -- --

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
1 320.59 atmosphere 995 14400 > th dose independent rect. 16 6
2 320.61 atmosphere 995 14400 < th dose independent rect. 16 6
3 320.64 atmosphere 995 14400 < th dose dependent rect. 16 6
4 320.69 atmosphere 1000 14400 < th dose dependent rect. 4 1
6 321.39 atmosphere 995 14400 > th dose independent rect. 14 9
7 321.43 atmosphere 1000 4320 > th dose independent rect. 21 1
8 321.48 atmosphere 1000 4320 < th dose independent rect. 21 4
12 321.51 atmosphere 1000 4320 > th dose independent rect. 23 1
13 321.52 atmosphere 1000 4320 > th dose independent rect. 21 4
21 321.60 atmosphere 995 14400 < th dose independent rect. 15 8
22 321.63 atmosphere 1000 4320 < th dose independent rect. 22 1
25 321.64 atmosphere 995 14400 < th dose independent rect. 5 17
26 321.65 atmosphere 995 14400 < th dose independent sin 20 NA
43 321.72 atmosphere 995 14400 > th dose independent rect. 10 13
46 321.75 atmosphere 995 14400 > th dose independent rect. 4 15
47 321.76 atmosphere 995 14400 > th dose independent sin 20 NA
50 321.79 atmosphere 995 14400 < th dose independent rect. 4 15
59 321.85 atmosphere 995 14400 > th dose independent rect. 8 15
62 321.89 atmosphere 995 14400 < th dose independent sin 0 NA
74 322.03 atmosphere 995 14400 > th dose independent sin 0 NA
97 322.26 atmosphere 995 14400 < th dose dependent rect. 5 17
109 322.36 radiation 30 1440 < th dose independent rect. 16 8
150 322.59 atmosphere 995 14400 < th dose independent rect. 5 12
154 322.61 atmosphere 995 14400 < th dose dependent rect. 5 14
177 322.81 atmosphere 995 14400 < th dose dependent sin 22 NA
266 323.42 atmosphere 995 14400 < th dose dependent rect. 14 9
295 323.48 atmosphere 1000 4320 > th dose independent rect. 3 1
306 323.56 atmosphere 1000 4320 < th dose independent rect. 3 1
491 324.17 atmosphere 995 14400 > th dose independent rect. 14 19
494 324.17 atmosphere 995 14400 > th dose independent rect. 10 23
507 324.18 atmosphere 995 14400 > th dose independent rect. 14 21
514 324.19 atmosphere 995 14400 > th dose independent rect. 12 21
516 324.19 atmosphere 995 14400 > th dose independent rect. 12 23
517 324.19 atmosphere 995 14400 > th dose independent rect. 14 23
535 324.21 atmosphere 995 14400 > th dose independent no NA NA
582 324.32 atmosphere 995 14400 < th dose independent no NA NA
624 324.33 atmosphere 1000 4320 < th dose independent sin 13 NA
630 324.34 radiation 30 1440 < th dose independent rect. 16 6
720 324.62 atmosphere 1000 4320 > th dose independent sin 13 NA
811 324.84 atmosphere 995 14400 > th dose independent rect. 5 8
905 324.98 atmosphere 995 14400 < th dose dependent no NA NA