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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.

Os11g0127000

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

Description : Similar to NAC-domain containing protein 21/22 (ANAC021) (ANAC022).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.2 (0.0195) R2 : 0.00203
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0394 (0.041) R2dN8 : 0.00262 R2N8 : 0.00203
σ : 0.367
deviance : 61.67
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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 independent, 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
59.21 0.362 3.09 0.897 0.0218 -0.532 -0.379 4.41 0.103 4.42 29.91 1552 -- --
60.91 0.363 3.2 0.0349 0.0287 0.119 -0.454 -- 0.0368 4.49 35.5 3152 -- --
59.54 0.359 3.09 0.945 0.021 -0.547 -- 4.43 0.095 4.11 29.9 2709 -- --
61.16 0.364 3.19 0.0417 0.0393 0.194 -- -- 0.0523 5.32 35.5 1185 -- --
59.54 0.359 3.08 1.05 -- -0.62 -- 5.02 0.102 -- 29.9 2698 -- --
61.17 0.367 3.2 0.0527 0.0366 -- -0.37 -- 0.0429 4.75 -- -- -- --
61.51 0.367 3.19 0.0548 0.0403 -- -- -- 0.0448 6.66 -- -- -- --
61.23 0.364 3.19 0.0452 -- 0.195 -- -- 0.0499 -- 35.53 1294 -- --
61.19 0.364 3.19 -- 0.0415 0.202 -- -- 0.0444 6.91 35.7 2263 -- --
61.59 0.367 3.19 0.0557 -- -- -- -- 0.0456 -- -- -- -- --
61.59 0.367 3.19 -- 0.041 -- -- -- 0.0387 6.58 -- -- -- --
61.28 0.365 3.19 -- -- 0.201 -- -- 0.0451 -- 35.55 1837 -- --
61.67 0.367 3.2 -- -- -- -- -- 0.0394 -- -- -- -- --

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 55.32 temperature 25.0 10 > th dose dependent rect. 22 1
3 55.58 humidity 90.0 10 < th dose independent rect. 22 1
4 55.71 atmosphere 1015.0 30 < th dose dependent rect. 22 1
5 55.83 temperature 25.0 10 > th dose independent rect. 22 1
8 55.91 precipitation 0.1 30 < th dose independent rect. 22 1
9 55.91 precipitation 0.1 30 < th dose dependent rect. 22 1
10 55.92 wind 1.0 30 > th dose independent rect. 22 1
12 55.93 wind 1.0 30 > th dose dependent rect. 22 1
14 55.94 temperature 10.0 30 > th dose dependent rect. 22 1
17 55.96 wind 5.0 30 < th dose independent rect. 22 1
20 55.96 temperature 10.0 30 > th dose independent rect. 22 1
22 55.96 temperature 30.0 30 < th dose independent rect. 22 1
23 55.96 humidity 50.0 30 > th dose independent rect. 22 1
26 55.96 atmosphere 995.0 30 > th dose independent rect. 22 1
27 55.96 atmosphere 1010.0 30 < th dose independent rect. 22 1
29 55.96 radiation 1.0 30 < th dose independent rect. 22 1
34 55.96 temperature 10.0 30 > th dose independent rect. 23 23
35 55.96 radiation 1.0 30 < th dose dependent rect. 22 1
40 56.00 wind 9.0 30 < th dose dependent rect. 22 1
41 56.00 humidity 50.0 30 > th dose dependent rect. 22 1
43 56.01 humidity 90.0 30 < th dose dependent rect. 22 1
51 56.11 wind 9.0 1440 < th dose independent rect. 23 1
52 56.11 temperature 10.0 1440 > th dose independent rect. 23 1
55 56.11 temperature 30.0 1440 < th dose independent rect. 23 1
59 56.11 humidity 50.0 1440 > th dose independent rect. 23 1
69 56.11 atmosphere 995.0 1440 > th dose independent rect. 23 1
70 56.11 radiation 1.0 1440 < th dose independent rect. 23 1
90 56.11 temperature 10.0 1440 > th dose independent rect. 24 23
94 56.11 radiation 1.0 1440 < th dose dependent rect. 23 1
99 56.12 atmosphere 995.0 30 > th dose dependent rect. 22 1
104 56.19 temperature 30.0 30 < th dose dependent rect. 22 1
154 56.89 wind 9.0 30 < th dose independent rect. 23 23
159 57.34 radiation 10.0 10 > th dose independent rect. 6 1
185 57.34 radiation 10.0 10 > th dose dependent rect. 6 1
217 57.69 wind 7.0 10 > th dose dependent rect. 12 1
223 58.04 wind 1.0 30 < th dose dependent rect. 1 2
225 58.09 wind 1.0 30 < th dose independent rect. 24 3
226 58.11 wind 1.0 10 < th dose independent rect. 6 21
229 58.15 wind 1.0 10 < th dose independent rect. 11 16
235 58.21 atmosphere 1005.0 90 > th dose dependent rect. 2 1
236 58.23 atmosphere 995.0 720 > th dose independent rect. 23 16
237 58.24 precipitation 0.1 720 < th dose independent rect. 3 8
238 58.24 precipitation 0.1 720 < th dose dependent rect. 3 8
241 58.27 temperature 25.0 4320 < th dose independent rect. 4 2
250 58.29 temperature 25.0 4320 < th dose independent rect. 3 4
253 58.32 temperature 25.0 4320 > th dose independent rect. 3 4
259 58.41 wind 7.0 10 > th dose independent rect. 12 1
263 58.43 radiation 1.0 43200 < th dose dependent rect. 3 1
267 58.44 atmosphere 1005.0 10 > th dose dependent rect. 2 2
274 58.47 atmosphere 1015.0 720 < th dose independent rect. 3 8
275 58.47 temperature 25.0 720 < th dose independent rect. 24 9
278 58.49 precipitation 0.1 720 < th dose independent rect. 23 16
279 58.49 precipitation 0.1 720 < th dose dependent rect. 23 16
280 58.50 wind 9.0 720 < th dose independent rect. 3 8
282 58.51 wind 7.0 14400 > th dose dependent rect. 9 1
283 58.51 wind 1.0 30 < th dose dependent rect. 11 16
284 58.52 precipitation 0.1 30 < th dose independent rect. 23 23
286 58.52 precipitation 0.1 30 < th dose dependent rect. 23 23
291 58.54 wind 9.0 1440 < th dose independent rect. 24 10
294 58.57 wind 1.0 720 > th dose independent rect. 17 7
295 58.58 wind 9.0 1440 < th dose independent rect. 9 1
297 58.59 atmosphere 995.0 30 > th dose independent rect. 23 23
298 58.60 wind 7.0 14400 > th dose independent rect. 9 1
299 58.60 temperature 25.0 30 < th dose independent rect. 2 1
300 58.60 atmosphere 1000.0 30 > th dose independent rect. 2 1
305 58.61 temperature 20.0 30 > th dose independent rect. 2 1
306 58.62 wind 7.0 14400 < th dose independent rect. 9 1
310 58.62 temperature 25.0 1440 > th dose dependent rect. 3 5
312 58.63 wind 5.0 30 < th dose independent rect. 2 1
317 58.64 humidity 80.0 30 > th dose independent rect. 2 1
320 58.64 wind 9.0 30 < th dose dependent rect. 2 1
325 58.65 temperature 10.0 30 > th dose independent rect. 2 1
329 58.65 humidity 50.0 30 > th dose independent rect. 2 1
333 58.65 atmosphere 1010.0 30 < th dose independent rect. 2 1
335 58.65 radiation 1.0 30 < th dose independent rect. 2 1
340 58.65 precipitation 0.1 30 < th dose independent rect. 2 1
342 58.65 temperature 10.0 30 > th dose independent rect. 3 23
345 58.65 temperature 10.0 30 > th dose dependent rect. 2 1
346 58.65 humidity 50.0 30 > th dose dependent rect. 2 1
348 58.65 radiation 1.0 30 < th dose dependent rect. 2 1
353 58.65 precipitation 0.1 30 < th dose dependent rect. 2 1
355 58.66 atmosphere 1000.0 10 > th dose independent rect. 3 23
364 58.68 temperature 10.0 720 > th dose independent rect. 3 8
365 58.68 atmosphere 995.0 720 > th dose independent rect. 3 8
366 58.68 temperature 10.0 720 > th dose independent rect. 11 16
368 58.68 temperature 30.0 30 < th dose dependent rect. 2 1
373 58.69 temperature 25.0 4320 > th dose dependent rect. 4 3
382 58.70 atmosphere 1000.0 90 > th dose independent rect. 3 22
383 58.70 wind 1.0 10 > th dose independent rect. 23 23
390 58.71 temperature 10.0 720 > th dose independent rect. 15 8
391 58.71 humidity 50.0 720 > th dose independent rect. 3 8
392 58.71 temperature 10.0 720 > th dose independent rect. 23 16
394 58.71 atmosphere 1015.0 30 < th dose dependent rect. 2 1
398 58.73 wind 9.0 30 < th dose independent rect. 3 23
402 58.74 atmosphere 995.0 720 > th dose independent rect. 11 16
437 58.80 wind 1.0 30 > th dose independent rect. 2 1
473 58.84 atmosphere 995.0 720 > th dose independent rect. 15 8
479 58.85 temperature 25.0 1440 > th dose dependent rect. 24 9
495 58.88 wind 9.0 1440 > th dose dependent rect. 9 1
504 58.89 wind 9.0 1440 < th dose independent rect. 3 1
505 58.89 temperature 10.0 1440 > th dose independent rect. 3 1
512 58.89 humidity 50.0 1440 > th dose independent rect. 3 1
521 58.89 atmosphere 995.0 1440 > th dose independent rect. 3 1
522 58.89 radiation 1.0 1440 < th dose independent rect. 3 1
543 58.89 precipitation 0.1 720 < th dose independent rect. 15 8
545 58.89 temperature 10.0 1440 > th dose independent rect. 4 23
548 58.89 radiation 1.0 1440 < th dose dependent rect. 3 1
562 58.89 precipitation 0.1 720 < th dose dependent rect. 15 8
564 58.90 temperature 25.0 720 > th dose independent rect. 23 10
570 58.91 precipitation 0.1 14400 < th dose independent rect. 24 12
577 58.91 precipitation 0.1 14400 < th dose dependent rect. 24 12
581 58.92 precipitation 0.1 14400 > th dose independent rect. 1 12
582 58.92 precipitation 0.1 14400 > th dose independent rect. 23 13
597 58.94 temperature 30.0 720 < th dose independent rect. 15 16
599 58.94 precipitation 0.1 14400 > th dose dependent rect. 23 13
609 58.95 precipitation 0.1 14400 > th dose dependent rect. 1 12
613 58.96 temperature 30.0 720 < th dose independent rect. 15 8
618 58.97 precipitation 0.1 14400 > th dose independent sin 5 NA
620 58.97 precipitation 0.1 14400 < th dose independent sin 5 NA
625 58.97 precipitation 0.1 14400 < th dose dependent sin 5 NA
694 59.03 precipitation 0.1 14400 > th dose dependent sin 5 NA
731 59.05 wind 1.0 720 < th dose independent rect. 18 5
734 59.05 wind 1.0 10 > th dose independent rect. 23 12
739 59.05 precipitation 0.1 720 < th dose independent rect. 11 16
744 59.05 humidity 70.0 1440 > th dose dependent rect. 8 1
754 59.05 precipitation 0.1 720 < th dose dependent rect. 11 16
757 59.06 humidity 90.0 90 < th dose independent rect. 2 1
778 59.08 radiation 40.0 720 < th dose independent rect. 15 8
793 59.09 wind 9.0 270 > th dose dependent rect. 9 1
822 59.11 humidity 60.0 43200 < th dose independent rect. 11 1
826 59.11 wind 9.0 4320 < th dose dependent rect. 4 1
828 59.11 wind 1.0 720 < th dose dependent rect. 16 7
834 59.12 wind 7.0 4320 > th dose dependent rect. 21 1
849 59.13 temperature 25.0 90 > th dose dependent rect. 4 2
865 59.14 atmosphere 995.0 720 > th dose independent rect. 3 16
877 59.15 wind 9.0 1440 > th dose independent rect. 9 1
888 59.15 atmosphere 995.0 720 > th dose independent rect. 7 8
898 59.16 wind 1.0 720 < th dose independent rect. 20 3
904 59.16 atmosphere 995.0 720 > th dose independent rect. 15 16
909 59.16 precipitation 0.1 10 < th dose independent rect. 3 23
910 59.16 wind 1.0 4320 > th dose dependent rect. 4 1
912 59.16 wind 7.0 4320 > th dose dependent rect. 21 5
917 59.16 precipitation 0.1 10 < th dose dependent rect. 3 23
940 59.19 precipitation 0.1 4320 < th dose independent rect. 23 1
947 59.19 precipitation 0.1 720 < th dose independent rect. 3 16
948 59.19 precipitation 0.1 4320 < th dose dependent rect. 23 1
951 59.19 wind 1.0 720 < th dose dependent rect. 20 3
955 59.19 precipitation 0.1 720 < th dose dependent rect. 3 16
971 59.21 wind 7.0 4320 < th dose independent rect. 21 5
972 59.21 atmosphere 995.0 720 > th dose independent rect. 17 8
974 59.22 wind 7.0 4320 > th dose independent rect. 21 1
977 59.22 wind 7.0 4320 > th dose independent rect. 21 5
978 59.22 wind 9.0 720 < th dose independent rect. 15 8
983 59.22 atmosphere 995.0 720 > th dose independent rect. 13 16
985 59.22 precipitation 0.1 90 < th dose independent rect. 3 22
990 59.22 precipitation 0.1 90 < th dose dependent rect. 3 22