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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.

Os03g0307200

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

Description : Nicotianamine synthase 2 (EC 2.5.1.43) (S-adenosyl-L-methionine:S- adenosyl-L-methionine:S-adenosyl-methionine 3-amino-3- carboxypropyltransferase 2) (OsNAS2).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.31 (0.0531) R2 : 0.443
β1 : 0.921 (0.199) R2dD : 0.0294 R2D : -0.0121
β2 : 1.34 (0.136) R2dC : 0.144 R2C : -0.0576
β3 : -4.26 (0.252) R2dE : 0.475 R2E : 0.26
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.246 (0.118) R2dN8 : 0.00798 R2N8 : 0.0386
σ : 0.976
deviance : 439.08
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C
peak time of C : 12.1
E
wheather : temperature
threshold : 16.81
memory length : 97
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
438.23 0.984 5.3 0.983 1.34 -4.32 0.319 0.441 -0.227 12.1 16.6 98 -- --
438.38 0.975 5.31 0.922 1.35 -4.31 0.384 -- -0.235 12 16.69 96 -- --
438.49 0.975 5.29 1.02 1.34 -4.26 -- 0.707 -0.207 12.1 16.93 98 -- --
439.08 0.976 5.31 0.921 1.34 -4.26 -- -- -0.246 12.1 16.81 97 -- --
470.55 1.01 5.32 0.939 -- -3.71 -- 0.389 -0.259 -- 16.9 500 -- --
659.14 1.2 5.45 -0.0527 1.08 -- 1.01 -- -0.913 7.45 -- -- -- --
661.95 1.2 5.45 -0.0285 1.07 -- -- -- -0.915 7.52 -- -- -- --
470.39 1.01 5.35 0.862 -- -3.65 -- -- -0.316 -- 16.81 507 -- --
459.48 0.998 5.32 -- 1.39 -3.67 -- -- -0.252 11.9 19 69 -- --
723.79 1.26 5.48 -0.0125 -- -- -- -- -0.898 -- -- -- -- --
661.97 1.2 5.45 -- 1.07 -- -- -- -0.911 7.52 -- -- -- --
488.09 1.03 5.38 -- -- -3.26 -- -- -0.448 -- 17.71 492 -- --
723.79 1.26 5.48 -- -- -- -- -- -0.896 -- -- -- -- --

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
1 433.41 temperature 30 10 < th dose dependent rect. 5 23
2 436.47 temperature 30 90 < th dose dependent rect. 4 23
5 439.50 temperature 15 90 > th dose dependent no NA NA
7 441.17 temperature 15 90 > th dose dependent rect. 23 23
8 441.27 temperature 30 90 < th dose dependent rect. 19 23
13 443.56 temperature 20 90 > th dose dependent rect. 2 23
18 444.82 temperature 30 90 < th dose dependent rect. 17 23
21 445.40 temperature 30 90 < th dose dependent rect. 5 20
23 445.70 temperature 30 90 < th dose dependent no NA NA
27 446.81 temperature 20 90 > th dose dependent rect. 6 23
30 447.93 temperature 30 30 < th dose dependent rect. 11 23
42 449.16 temperature 30 90 < th dose dependent rect. 15 23
47 449.73 temperature 30 30 < th dose dependent rect. 13 23
68 452.10 temperature 30 90 < th dose dependent rect. 9 23
71 452.22 temperature 20 10 > th dose dependent rect. 24 23
74 452.53 temperature 20 270 > th dose dependent rect. 13 23
144 458.89 temperature 30 10 < th dose dependent rect. 3 23
170 460.66 temperature 30 30 < th dose dependent rect. 23 23
173 460.93 temperature 20 10 > th dose dependent rect. 8 23
210 462.98 temperature 15 1440 > th dose dependent rect. 3 8
217 463.12 temperature 15 1440 > th dose dependent rect. 4 6
227 463.33 temperature 30 1440 < th dose dependent rect. 4 6
270 465.34 temperature 20 10 > th dose dependent rect. 15 23
276 465.47 temperature 10 720 > th dose dependent rect. 15 21
324 466.55 temperature 30 10 < th dose dependent rect. 7 23
427 469.62 temperature 30 1440 < th dose dependent rect. 7 1
434 469.80 temperature 15 1440 > th dose dependent rect. 7 1
508 471.51 temperature 20 10 > th dose dependent rect. 13 23
715 475.44 temperature 15 1440 > th dose dependent sin 7 NA
774 476.31 temperature 30 1440 < th dose dependent sin 7 NA