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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.

Os02g0741800

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

Description : Similar to Permease 1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.66 (0.053) R2 : 0.476
β1 : -2.48 (0.193) R2dD : 0.2 R2D : 0.0134
β2 : 0.00546 (0.134) R2dC : 4.92e-06 R2C : -0.075
β3 : 2.2 (0.162) R2dE : 0.241 R2E : -0.0128
β4 : -2.98 (0.581) R2dD*C : 0.0301 R2D*C : -0.0334
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.66 (0.118) R2dN8 : 0.34 R2N8 : 0.0245
σ : 0.977
deviance : 439.94
__
_____
C
peak time of C : 16
E
wheather : radiation
threshold : -113.2
memory length : 1348
response mode : > th
dose dependency : dose dependent
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 = 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
428.19 0.972 5.7 -2.79 0.00496 2.3 -3.12 -2.57 -1.78 15.6 -10.93 1349 -- --
439.94 0.977 5.66 -2.48 0.00546 2.2 -2.98 -- -1.66 16 -113.2 1348 -- --
456.74 0.995 5.71 -2.8 0.0297 2.3 -- -2.14 -1.79 3.74 -0.003778 1370 -- --
465.02 1 5.66 -2.5 0.0509 2.22 -- -- -1.7 12.5 -342 1348 -- --
456.79 0.995 5.71 -2.8 -- 2.31 -- -2.12 -1.79 -- -0.05864 1370 -- --
615.61 1.16 5.54 -2.11 0.273 -- 3.09 -- -1.13 3.29 -- -- -- --
643.43 1.19 5.56 -2.17 0.345 -- -- -- -1.15 0.66 -- -- -- --
465.1 1 5.67 -2.52 -- 2.23 -- -- -1.68 -- -315.2 1349 -- --
629.05 1.17 5.59 -- 0.0556 1.97 -- -- -1.34 11 -144.9 1348 -- --
650.88 1.19 5.55 -2.16 -- -- -- -- -1.15 -- -- -- -- --
767.73 1.3 5.5 -- 0.313 -- -- -- -0.91 0.33 -- -- -- --
629.23 1.17 5.6 -- -- 1.95 -- -- -1.34 -- -142.1 1348 -- --
773.88 1.3 5.5 -- -- -- -- -- -0.906 -- -- -- -- --

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
1 430.89 radiation 1 1440 > th dose dependent rect. 14 22
4 431.04 radiation 40 1440 < th dose dependent rect. 15 21
7 432.09 radiation 20 1440 > th dose independent rect. 15 21
46 438.36 radiation 10 1440 > th dose dependent sin 12 NA
55 439.33 radiation 1 1440 > th dose dependent rect. 6 11
57 439.40 radiation 20 1440 > th dose independent rect. 7 5
138 440.05 radiation 1 1440 > th dose dependent no NA NA
184 440.06 radiation 10 1440 > th dose dependent sin 5 NA
186 440.10 radiation 30 1440 < th dose independent rect. 14 21
195 440.66 radiation 10 1440 > th dose dependent rect. 7 5
209 440.73 radiation 20 1440 > th dose independent sin 6 NA
210 440.80 radiation 1 1440 > th dose dependent sin 2 NA
215 440.89 radiation 40 1440 < th dose dependent rect. 6 12
226 441.12 radiation 40 1440 < th dose dependent rect. 6 22
237 441.40 radiation 40 1440 < th dose dependent rect. 2 16
368 441.56 radiation 40 1440 < th dose dependent rect. 19 23
425 441.69 radiation 40 1440 < th dose dependent no NA NA
479 442.47 radiation 1 1440 > th dose dependent rect. 11 23
510 442.97 radiation 30 1440 < th dose independent sin 12 NA
516 443.15 radiation 40 1440 < th dose dependent sin 2 NA
531 443.55 radiation 40 1440 < th dose dependent rect. 11 23
727 444.59 radiation 40 1440 < th dose dependent sin 12 NA
969 446.14 radiation 20 1440 > th dose independent rect. 7 10
990 446.22 radiation 20 1440 > th dose independent no NA NA