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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.

Os04g0422600

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 : 5.75 (0.0429) R2 : 0.588
β1 : -3.06 (0.158) R2dD : 0.358 R2D : 0.243
β2 : 3.48 (0.194) R2dC : 0.909 R2C : -0.514
β3 : 3.52 (0.214) R2dE : 0.768 R2E : -0.652
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.684 (0.0921) R2dN8 : 0.0691 R2N8 : -0.0209
σ : 0.802
deviance : 296.54
__
_____
C
peak time of C : 4.25
E
wheather : radiation
threshold : 0.3574
memory length : 463
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 13.1
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 independent, type of G = sin)

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
288.72 0.798 5.77 -3.09 3.09 3.21 1.1 -1.13 -0.702 4.21 0.2519 437 12.1 --
288.4 0.791 5.76 -3 3.17 3.21 1.84 -- -0.7 4.26 0.1786 451 12.5 --
288.51 0.791 5.73 -3.16 3.34 3.47 -- -2.03 -0.692 4.34 0.4261 464 12.7 --
296.54 0.802 5.75 -3.06 3.48 3.52 -- -- -0.684 4.25 0.3574 463 13.1 --
358.14 0.881 5.82 -2.77 -- 1.56 -- -0.432 -0.603 -- -32.69 3703 12.8 --
354.32 0.882 5.8 -2.81 1.58 -- 0.346 -- -0.544 0.124 -- -- -- --
354.83 0.882 5.8 -2.83 1.58 -- -- -- -0.545 0.0899 -- -- -- --
339.11 0.858 5.8 -2.58 -- 3.04 -- -- -0.642 -- 0.17 2504 13.4 --
535.98 1.08 5.74 -- 3.42 3.4 -- -- -0.427 4.12 2.218 492 13.2 --
512.65 1.06 5.76 -2.78 -- -- -- -- -0.522 -- -- -- -- --
565.25 1.11 5.73 -- 1.55 -- -- -- -0.23 24 -- -- -- --
566.23 1.11 5.61 -- -- 1.44 -- -- -0.133 -- 67.22 39989 13 --
715.83 1.25 5.69 -- -- -- -- -- -0.214 -- -- -- -- --

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
1 290.41 temperature 10.0 270 > th dose dependent rect. 13 17
7 292.16 temperature 15.0 270 > th dose dependent rect. 6 7
26 298.57 temperature 15.0 270 > th dose dependent rect. 13 9
38 300.07 wind 7.0 14400 < th dose independent rect. 15 1
49 300.71 radiation 1.0 270 < th dose dependent rect. 5 21
58 301.22 temperature 25.0 270 > th dose independent rect. 13 6
63 301.69 wind 7.0 14400 > th dose independent rect. 15 1
71 302.40 atmosphere 1000.0 90 > th dose independent rect. 3 16
76 302.66 temperature 20.0 270 > th dose independent rect. 6 8
91 303.36 humidity 50.0 14400 > th dose independent rect. 4 5
106 304.16 wind 5.0 14400 > th dose dependent rect. 15 1
113 304.46 temperature 25.0 270 < th dose independent rect. 1 9
114 304.46 precipitation 0.1 90 < th dose independent rect. 3 16
115 304.46 precipitation 0.1 90 < th dose dependent rect. 3 16
120 304.50 temperature 15.0 10 > th dose dependent rect. 14 17
125 304.59 humidity 50.0 90 > th dose dependent rect. 19 8
144 305.17 radiation 1.0 270 < th dose independent rect. 8 18
145 305.17 radiation 1.0 270 < th dose independent rect. 6 20
147 305.19 wind 7.0 43200 < th dose dependent rect. 13 1
151 305.28 radiation 1.0 270 < th dose dependent rect. 13 13
166 305.60 temperature 15.0 270 > th dose independent rect. 14 16
167 305.63 radiation 1.0 270 < th dose independent rect. 12 14
190 306.17 wind 1.0 43200 > th dose dependent rect. 13 3
202 306.45 humidity 60.0 270 > th dose dependent rect. 17 8
203 306.47 humidity 50.0 270 > th dose independent rect. 8 17
209 306.64 wind 1.0 43200 > th dose dependent rect. 13 1
212 306.69 precipitation 0.1 270 < th dose independent rect. 14 16
213 306.69 precipitation 0.1 270 < th dose dependent rect. 14 16
222 306.88 humidity 90.0 270 < th dose independent rect. 13 8
233 307.17 humidity 50.0 90 > th dose dependent rect. 11 16
248 307.34 humidity 60.0 90 > th dose dependent rect. 17 10
249 307.35 radiation 30.0 270 < th dose dependent rect. 1 8
261 307.58 humidity 50.0 90 > th dose dependent rect. 9 18
263 307.65 radiation 10.0 270 < th dose independent rect. 1 7
273 307.81 humidity 50.0 270 > th dose independent rect. 6 8
279 307.90 wind 9.0 90 < th dose dependent rect. 19 8
294 308.05 wind 1.0 270 > th dose independent rect. 6 8
320 308.29 wind 9.0 90 < th dose dependent rect. 3 6
327 308.33 humidity 50.0 90 > th dose dependent rect. 3 6
346 308.62 radiation 1.0 270 > th dose independent sin 16 NA
362 308.77 wind 9.0 90 < th dose independent rect. 9 18
381 308.94 atmosphere 1015.0 270 < th dose dependent rect. 7 6
383 308.95 humidity 70.0 90 > th dose independent rect. 19 8
385 308.99 temperature 15.0 90 > th dose independent rect. 3 16
402 309.22 wind 1.0 43200 > th dose dependent rect. 13 11
404 309.24 wind 9.0 43200 < th dose dependent rect. 13 11
410 309.27 humidity 50.0 270 > th dose dependent rect. 1 7
422 309.34 precipitation 0.1 90 < th dose independent rect. 3 6
423 309.34 precipitation 0.1 90 < th dose dependent rect. 3 6
431 309.40 wind 5.0 90 < th dose independent rect. 19 8
448 309.49 temperature 30.0 90 < th dose dependent rect. 17 10
451 309.52 temperature 10.0 90 > th dose independent rect. 19 8
452 309.52 temperature 30.0 90 < th dose independent rect. 19 8
453 309.52 humidity 50.0 90 > th dose independent rect. 19 8
455 309.52 atmosphere 995.0 90 > th dose independent rect. 19 8
456 309.52 radiation 1.0 90 < th dose independent rect. 19 8
462 309.52 atmosphere 1015.0 90 < th dose independent rect. 3 16
463 309.52 radiation 1.0 90 < th dose dependent rect. 19 8
474 309.57 wind 9.0 90 < th dose independent rect. 3 6
475 309.57 temperature 10.0 90 > th dose independent rect. 3 6
477 309.57 humidity 50.0 90 > th dose independent rect. 3 6
478 309.57 atmosphere 995.0 90 > th dose independent rect. 3 6
479 309.57 atmosphere 1015.0 90 < th dose independent rect. 3 6
480 309.57 temperature 10.0 90 > th dose independent rect. 9 18
490 309.64 radiation 40.0 90 < th dose independent rect. 3 8
502 309.71 temperature 15.0 270 > th dose dependent sin 16 NA
505 309.74 wind 5.0 43200 < th dose dependent rect. 10 6
520 309.83 temperature 10.0 270 > th dose dependent rect. 3 2
528 309.91 radiation 40.0 90 < th dose independent rect. 3 6
569 310.12 wind 7.0 270 < th dose independent rect. 6 8
572 310.14 temperature 10.0 270 > th dose dependent rect. 1 6
607 310.31 humidity 70.0 90 > th dose dependent rect. 15 12
639 310.44 wind 1.0 43200 < th dose dependent rect. 9 3
648 310.46 temperature 10.0 270 > th dose independent rect. 6 8
649 310.46 atmosphere 995.0 270 > th dose independent rect. 6 8
650 310.46 atmosphere 1015.0 270 < th dose independent rect. 6 8
653 310.49 temperature 15.0 10 > th dose dependent rect. 14 9
655 310.51 radiation 40.0 90 < th dose dependent rect. 3 6
672 310.60 wind 3.0 43200 > th dose independent rect. 12 3
674 310.60 temperature 30.0 90 < th dose dependent rect. 15 12
684 310.65 wind 5.0 43200 < th dose independent rect. 13 6
711 310.73 wind 9.0 270 < th dose dependent rect. 1 6
727 310.79 temperature 10.0 90 > th dose dependent rect. 3 6
733 310.81 precipitation 0.1 270 < th dose independent rect. 6 8
736 310.81 precipitation 0.1 270 < th dose dependent rect. 6 8
748 310.87 temperature 30.0 90 < th dose dependent rect. 19 8
755 310.89 temperature 25.0 90 > th dose dependent rect. 24 13
761 310.91 temperature 25.0 90 > th dose dependent rect. 21 16
765 310.95 wind 5.0 43200 > th dose independent rect. 13 6
771 310.99 wind 3.0 43200 > th dose independent rect. 10 6
772 310.99 radiation 1.0 270 > th dose independent rect. 13 16
779 311.01 radiation 40.0 90 < th dose dependent rect. 3 8
782 311.02 radiation 1.0 270 > th dose independent rect. 13 6
795 311.03 wind 9.0 90 < th dose independent rect. 3 16
802 311.05 precipitation 0.1 270 < th dose independent rect. 1 7
803 311.05 precipitation 0.1 270 < th dose dependent rect. 1 7
812 311.10 temperature 25.0 270 > th dose independent rect. 8 3
832 311.18 humidity 50.0 90 > th dose dependent rect. 3 8
835 311.21 atmosphere 1015.0 90 < th dose independent rect. 9 18
845 311.25 wind 9.0 270 < th dose independent rect. 14 16
880 311.40 temperature 30.0 90 < th dose dependent rect. 13 14
884 311.42 wind 3.0 270 < th dose independent rect. 3 2
887 311.43 wind 3.0 43200 < th dose independent rect. 11 4
902 311.50 wind 9.0 270 < th dose independent rect. 1 7
903 311.50 temperature 10.0 270 > th dose independent rect. 1 7
906 311.50 humidity 50.0 270 > th dose independent rect. 1 7
908 311.50 atmosphere 995.0 270 > th dose independent rect. 1 7
909 311.50 atmosphere 1015.0 270 < th dose independent rect. 1 7
915 311.50 humidity 70.0 10 > th dose dependent rect. 10 17
932 311.56 wind 3.0 43200 < th dose independent rect. 10 6
934 311.56 atmosphere 1015.0 10 < th dose dependent rect. 8 6
987 311.69 wind 9.0 43200 < th dose dependent sin 18 NA
991 311.69 atmosphere 995.0 90 > th dose dependent rect. 3 16