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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.

Os12g0434400

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

Description : Similar to Cytosol aminopeptidase (EC 3.4.11.1) (Leucine aminopeptidase) (LAP) (Leucyl aminopeptidase) (Proline aminopeptidase) (EC 3.4.11.5) (Prolyl aminopeptidase).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.68 (0.054) R2 : 0.468
β1 : 3.35 (0.213) R2dD : 0.361 R2D : -0.0341
β2 : 0.801 (0.129) R2dC : 0.0464 R2C : -0.0373
β3 : -3.36 (0.205) R2dE : 0.414 R2E : -0.0838
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.38 (0.122) R2dN8 : 0.233 R2N8 : -0.0651
σ : 0.993
deviance : 454.26
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C
peak time of C : 1.6
E
wheather : temperature
threshold : 16.97
memory length : 2776
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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 = 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
452.14 0.999 3.74 3 0.693 -3.68 0.341 -1.95 1.27 1.61 14.93 2991 -- --
454.72 0.993 3.65 3.37 0.699 -3.42 0.221 -- 1.37 1.71 16.33 2842 -- --
452.56 0.991 3.73 3.03 0.681 -3.57 -- -1.62 1.28 1.56 15.8 2993 -- --
454.26 0.993 3.68 3.35 0.801 -3.36 -- -- 1.38 1.6 16.97 2776 -- --
476.18 1.02 3.73 3.28 -- -3.6 -- -1.67 1.28 -- 15.69 4660 -- --
720.84 1.26 3.84 1.95 0.489 -- 0.213 -- 0.649 1.27 -- -- -- --
721.02 1.26 3.84 1.94 0.488 -- -- -- 0.648 1.21 -- -- -- --
478.14 1.02 3.67 3.64 -- -3.45 -- -- 1.39 -- 16.9 4666 -- --
692.5 1.23 3.77 -- 0.777 -2.62 -- -- 0.903 1.81 16.85 1244 -- --
735.77 1.27 3.83 1.96 -- -- -- -- 0.658 -- -- -- -- --
820.72 1.34 3.89 -- 0.522 -- -- -- 0.431 1.36 -- -- -- --
692.31 1.23 3.8 -- -- -1.99 -- -- 0.81 -- 21.88 1657 -- --
837.49 1.35 3.88 -- -- -- -- -- 0.44 -- -- -- -- --

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
1 444.79 temperature 15 4320 > th dose dependent rect. 24 4
3 444.87 temperature 15 4320 > th dose dependent rect. 24 6
7 445.03 temperature 15 4320 > th dose dependent rect. 3 1
23 445.72 temperature 30 4320 < th dose dependent rect. 24 4
24 445.76 temperature 30 4320 < th dose dependent rect. 23 8
82 446.48 temperature 30 4320 < th dose dependent rect. 3 1
160 447.54 temperature 15 4320 > th dose dependent sin 10 NA
195 448.02 temperature 30 4320 < th dose dependent sin 10 NA
218 448.30 temperature 15 4320 > th dose dependent rect. 5 1
303 449.44 temperature 30 4320 < th dose dependent rect. 5 1
978 457.02 temperature 15 4320 > th dose dependent no NA NA