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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.

Os01g0207900

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

Description : Protein of unknown function DUF6, transmembrane domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.26 (0.0515) R2 : 0.0899
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.809 (0.147) R2dE : 0.0655 R2E : 0.0769
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.242 (0.112) R2dN8 : 0.0131 R2N8 : 0.0245
σ : 0.959
deviance : 423.58
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C
peak time of C : --
E
wheather : temperature
threshold : 31.1
memory length : 4934
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 = 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
411.78 0.953 3.15 1.15 0.064 0.426 -1.13 4.86 -0.166 2.37 24.73 4662 -- --
418.45 0.953 3.26 0.0302 0.0584 0.848 -1.14 -- -0.219 1.7 31.14 4935 -- --
416.14 0.95 3.15 1.16 0.089 0.429 -- 4.69 -0.165 23 24.46 4661 -- --
423.33 0.958 3.26 0.0479 0.0548 0.8 -- -- -0.239 23.7 30.97 4927 -- --
416.63 0.951 3.14 1.2 -- 0.415 -- 4.88 -0.154 -- 24.69 4687 -- --
445.05 0.989 3.3 0.222 0.0968 -- -1.09 -- -0.394 2.3 -- -- -- --
448.9 0.992 3.3 0.253 0.128 -- -- -- -0.386 23.1 -- -- -- --
423.51 0.958 3.26 0.0504 -- 0.801 -- -- -0.239 -- 31.1 4934 -- --
423.38 0.958 3.26 -- 0.0559 0.801 -- -- -0.244 23.1 31.07 4933 -- --
449.92 0.991 3.29 0.256 -- -- -- -- -0.385 -- -- -- -- --
450.59 0.993 3.3 -- 0.131 -- -- -- -0.415 23.3 -- -- -- --
423.58 0.959 3.26 -- -- 0.809 -- -- -0.242 -- 31.1 4934 -- --
451.66 0.992 3.3 -- -- -- -- -- -0.414 -- -- -- -- --

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
1 402.51 radiation 10 10 < th dose independent rect. 11 4
9 405.31 radiation 10 30 < th dose dependent rect. 11 3
17 406.76 temperature 10 4320 > th dose dependent rect. 14 1
21 407.21 temperature 15 4320 > th dose dependent rect. 10 5
24 407.51 temperature 15 4320 > th dose dependent rect. 10 3
25 407.56 temperature 15 4320 > th dose dependent rect. 10 1
132 409.22 temperature 30 4320 < th dose dependent rect. 10 1
194 410.22 humidity 70 30 < th dose dependent rect. 17 16
268 411.30 temperature 25 4320 > th dose dependent rect. 1 6
270 411.31 temperature 30 4320 < th dose dependent rect. 8 7
275 411.36 temperature 25 4320 > th dose dependent rect. 23 16
312 411.66 temperature 20 4320 > th dose dependent sin 23 NA
313 411.67 temperature 30 4320 < th dose dependent rect. 8 10
374 412.16 temperature 30 4320 < th dose independent rect. 10 1
438 412.52 radiation 10 270 < th dose independent rect. 11 1
441 412.53 temperature 30 4320 > th dose independent rect. 10 1
458 412.59 temperature 25 4320 > th dose dependent sin 6 NA
550 413.10 humidity 70 30 < th dose independent rect. 17 16
615 413.30 temperature 25 4320 > th dose dependent rect. 11 17
691 413.48 temperature 30 4320 < th dose independent rect. 3 8
710 413.55 temperature 30 4320 < th dose independent rect. 19 16
802 413.68 temperature 25 4320 > th dose dependent no NA NA
809 413.69 temperature 25 4320 > th dose independent rect. 24 16
831 413.73 temperature 30 4320 < th dose independent rect. 23 13