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Os08g0504700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Multiple stress-responsive zinc-finger protein ISAP1 (Stress- associated protein 1) (OsISAP1).
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
65.54 | 0.38 | 12.8 | -0.911 | 0.787 | -0.301 | -0.25 | 0.939 | -0.504 | 3.08 | 21.1 | 376 | -- | -- |
66.97 | 0.381 | 12.7 | -0.764 | 0.793 | -0.516 | -0.0751 | -- | -0.438 | 2.66 | 19.4 | 267 | -- | -- |
65.34 | 0.376 | 12.8 | -0.974 | 0.785 | -0.27 | -- | 1.09 | -0.535 | 3.14 | 22 | 522 | -- | -- |
66.75 | 0.381 | 12.7 | -0.74 | 0.813 | -0.539 | -- | -- | -0.444 | 2.93 | 19.4 | 273 | -- | -- |
95.88 | 0.456 | 12.8 | -1.02 | -- | -0.382 | -- | 1.1 | -0.56 | -- | 22.4 | 1023 | -- | -- |
73.45 | 0.402 | 12.7 | -0.552 | 0.747 | -- | 0.0207 | -- | -0.36 | 2.86 | -- | -- | -- | -- |
73.45 | 0.401 | 12.7 | -0.552 | 0.747 | -- | -- | -- | -0.36 | 2.86 | -- | -- | -- | -- |
97.95 | 0.461 | 12.7 | -0.743 | -- | -0.59 | -- | -- | -0.45 | -- | 19.6 | 870 | -- | -- |
78.96 | 0.414 | 12.7 | -- | 0.785 | -0.267 | -- | -- | -0.343 | 2.86 | 20 | 164 | -- | -- |
105.71 | 0.48 | 12.7 | -0.52 | -- | -- | -- | -- | -0.341 | -- | -- | -- | -- | -- |
81.49 | 0.422 | 12.7 | -- | 0.736 | -- | -- | -- | -0.299 | 2.85 | -- | -- | -- | -- |
109.77 | 0.488 | 12.7 | -- | -- | -0.282 | -- | -- | -0.349 | -- | 21.37 | 885 | -- | -- |
112.85 | 0.496 | 12.7 | -- | -- | -- | -- | -- | -0.284 | -- | -- | -- | -- | -- |
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 | 54.95 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 17 | 18 |
3 | 55.48 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 15 | 19 |
7 | 56.43 | temperature | 20.0 | 90 | > th | dose independent | rect. | 17 | 18 |
10 | 56.53 | temperature | 20.0 | 270 | > th | dose independent | rect. | 15 | 19 |
13 | 56.88 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 17 | 19 |
24 | 57.61 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 11 | 6 |
34 | 57.96 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 20 | 15 |
40 | 58.08 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 11 | 4 |
41 | 58.08 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 11 | 6 |
42 | 58.08 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 11 | 6 |
47 | 58.25 | temperature | 10.0 | 90 | > th | dose independent | rect. | 11 | 6 |
48 | 58.25 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 11 | 6 |
53 | 58.39 | wind | 9.0 | 90 | < th | dose independent | rect. | 11 | 6 |
54 | 58.40 | radiation | 1.0 | 270 | > th | dose independent | rect. | 11 | 4 |
62 | 58.52 | wind | 9.0 | 90 | < th | dose independent | rect. | 17 | 18 |
63 | 58.53 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 4 |
64 | 58.53 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 12 | 5 |
65 | 58.53 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 4 |
67 | 58.60 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 4 |
68 | 58.60 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 11 | 4 |
69 | 58.60 | radiation | 1.0 | 90 | > th | dose independent | rect. | 11 | 6 |
74 | 58.67 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 4 |
77 | 58.73 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 17 | 18 |
81 | 58.81 | humidity | 50.0 | 90 | > th | dose independent | rect. | 17 | 18 |
92 | 58.88 | temperature | 15.0 | 270 | > th | dose independent | rect. | 6 | 14 |
95 | 58.93 | radiation | 20.0 | 30 | < th | dose dependent | sin | 16 | NA |
100 | 58.96 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 20 |
102 | 58.97 | wind | 1.0 | 90 | > th | dose independent | rect. | 11 | 6 |
103 | 58.99 | humidity | 90.0 | 270 | < th | dose independent | rect. | 11 | 4 |
109 | 59.10 | humidity | 90.0 | 10 | < th | dose independent | rect. | 12 | 5 |
111 | 59.12 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 11 | 4 |
114 | 59.15 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 17 | 18 |
118 | 59.21 | radiation | 1.0 | 270 | < th | dose independent | rect. | 20 | 15 |
119 | 59.22 | radiation | 40.0 | 90 | < th | dose independent | rect. | 17 | 18 |
121 | 59.23 | wind | 9.0 | 10 | < th | dose independent | rect. | 12 | 5 |
127 | 59.37 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 9 | 7 |
131 | 59.37 | radiation | 40.0 | 270 | < th | dose independent | rect. | 15 | 19 |
133 | 59.39 | temperature | 10.0 | 10 | > th | dose independent | rect. | 12 | 5 |
135 | 59.39 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 12 | 5 |
136 | 59.39 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 12 | 5 |
138 | 59.39 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 12 | 5 |
142 | 59.42 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 17 | 18 |
143 | 59.42 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 17 | 18 |
144 | 59.43 | wind | 9.0 | 10 | < th | dose independent | rect. | 17 | 19 |
148 | 59.48 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 8 |
154 | 59.52 | radiation | 1.0 | 270 | > th | dose dependent | rect. | 11 | 3 |
167 | 59.63 | radiation | 1.0 | 270 | < th | dose independent | rect. | 20 | 10 |
173 | 59.65 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 20 |
174 | 59.65 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 15 | 20 |
193 | 59.90 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 7 |
194 | 59.90 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 7 |
196 | 59.90 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 23 | 18 |
203 | 59.96 | temperature | 25.0 | 10 | > th | dose independent | rect. | 12 | 5 |
208 | 59.97 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 7 |
209 | 59.97 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 7 |
211 | 59.98 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 12 | 5 |
213 | 59.99 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 7 |
218 | 60.02 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 17 | 19 |
220 | 60.03 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 4 |
222 | 60.04 | radiation | 1.0 | 10 | > th | dose independent | rect. | 12 | 5 |
225 | 60.05 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 17 | 19 |
243 | 60.15 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 15 | 19 |
245 | 60.16 | wind | 1.0 | 10 | > th | dose independent | rect. | 12 | 5 |
253 | 60.18 | radiation | 30.0 | 270 | > th | dose independent | rect. | 12 | 2 |
271 | 60.26 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 12 | 5 |
273 | 60.27 | temperature | 15.0 | 90 | > th | dose independent | rect. | 17 | 6 |
274 | 60.27 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 15 | 19 |
279 | 60.29 | wind | 9.0 | 270 | < th | dose independent | rect. | 20 | 9 |
288 | 60.32 | temperature | 10.0 | 270 | > th | dose independent | rect. | 20 | 9 |
289 | 60.32 | temperature | 30.0 | 270 | < th | dose independent | rect. | 20 | 9 |
290 | 60.32 | humidity | 50.0 | 270 | > th | dose independent | rect. | 20 | 9 |
293 | 60.32 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 20 | 9 |
294 | 60.32 | radiation | 20.0 | 270 | < th | dose independent | rect. | 20 | 9 |
299 | 60.32 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 15 |
325 | 60.38 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 23 | 18 |
327 | 60.38 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 23 | 18 |
345 | 60.48 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 11 | 6 |
351 | 60.55 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 20 | 9 |
352 | 60.55 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 11 | 4 |
353 | 60.55 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 20 | 9 |
364 | 60.61 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 17 | 6 |
368 | 60.62 | humidity | 50.0 | 90 | > th | dose independent | rect. | 11 | 6 |
369 | 60.62 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 17 | 6 |
370 | 60.62 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 17 | 19 |
371 | 60.62 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 17 | 19 |
373 | 60.63 | radiation | 20.0 | 90 | < th | dose independent | rect. | 17 | 6 |
376 | 60.63 | temperature | 10.0 | 90 | > th | dose independent | rect. | 23 | 18 |
378 | 60.65 | humidity | 50.0 | 270 | > th | dose independent | rect. | 11 | 4 |
390 | 60.69 | radiation | 1.0 | 90 | > th | dose dependent | sin | 16 | NA |
400 | 60.74 | radiation | 40.0 | 270 | < th | dose independent | rect. | 5 | 15 |
404 | 60.75 | humidity | 50.0 | 10 | > th | dose independent | rect. | 12 | 5 |
419 | 60.82 | temperature | 20.0 | 270 | > th | dose independent | rect. | 15 | 8 |
423 | 60.83 | wind | 1.0 | 90 | > th | dose independent | rect. | 17 | 6 |
424 | 60.83 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 15 |
430 | 60.85 | wind | 9.0 | 90 | < th | dose independent | rect. | 23 | 18 |
443 | 60.90 | wind | 9.0 | 90 | < th | dose independent | rect. | 17 | 6 |
454 | 60.96 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 17 | 6 |
462 | 60.97 | wind | 1.0 | 10 | > th | dose dependent | rect. | 12 | 5 |
470 | 61.01 | temperature | 15.0 | 10 | > th | dose independent | rect. | 17 | 7 |
483 | 61.06 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 15 |
485 | 61.06 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 15 |
488 | 61.07 | humidity | 50.0 | 10 | > th | dose independent | rect. | 17 | 19 |
502 | 61.14 | wind | 1.0 | 270 | > th | dose independent | rect. | 9 | 7 |
505 | 61.15 | wind | 9.0 | 270 | < th | dose dependent | rect. | 11 | 4 |
527 | 61.21 | wind | 1.0 | 90 | > th | dose independent | rect. | 17 | 18 |
538 | 61.24 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 14 | 3 |
541 | 61.25 | temperature | 20.0 | 270 | > th | dose independent | rect. | 16 | 4 |
545 | 61.29 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 24 | 17 |
552 | 61.34 | radiation | 1.0 | 270 | < th | dose dependent | sin | 11 | NA |
554 | 61.35 | humidity | 50.0 | 90 | > th | dose independent | rect. | 17 | 6 |
558 | 61.36 | temperature | 30.0 | 30 | < th | dose independent | rect. | 12 | 5 |
562 | 61.38 | radiation | 1.0 | 270 | > th | dose independent | rect. | 15 | 20 |
567 | 61.41 | radiation | 10.0 | 90 | < th | dose independent | sin | 18 | NA |
575 | 61.43 | radiation | 40.0 | 10 | < th | dose independent | rect. | 12 | 5 |
583 | 61.45 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 17 | 6 |
588 | 61.45 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 17 | 6 |
607 | 61.54 | radiation | 10.0 | 90 | > th | dose independent | sin | 17 | NA |
625 | 61.55 | temperature | 20.0 | 270 | > th | dose independent | rect. | 3 | 7 |
644 | 61.60 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 13 | 5 |
650 | 61.60 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 18 | 19 |
668 | 61.64 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 18 |
676 | 61.68 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 17 | 7 |
677 | 61.68 | radiation | 1.0 | 270 | > th | dose independent | rect. | 16 | 18 |
681 | 61.69 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 15 | 5 |
704 | 61.73 | radiation | 20.0 | 270 | < th | dose independent | rect. | 15 | 5 |
707 | 61.74 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 15 | 7 |
723 | 61.77 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 17 | 6 |
726 | 61.78 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 20 | 20 |
749 | 61.82 | radiation | 40.0 | 270 | < th | dose independent | rect. | 15 | 7 |
764 | 61.87 | wind | 1.0 | 270 | > th | dose independent | rect. | 15 | 7 |
773 | 61.89 | wind | 1.0 | 10 | > th | dose independent | rect. | 17 | 7 |
785 | 61.91 | wind | 1.0 | 90 | > th | dose dependent | rect. | 11 | 6 |
792 | 61.93 | humidity | 60.0 | 10 | > th | dose independent | rect. | 14 | 3 |
801 | 61.94 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 5 | 15 |
805 | 61.95 | temperature | 30.0 | 10 | < th | dose dependent | sin | 8 | NA |
833 | 62.00 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 23 | 18 |
838 | 62.02 | radiation | 20.0 | 10 | < th | dose independent | rect. | 17 | 7 |
841 | 62.02 | temperature | 10.0 | 10 | > th | dose independent | rect. | 24 | 17 |
857 | 62.07 | radiation | 20.0 | 90 | < th | dose independent | sin | 15 | NA |
859 | 62.07 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 16 | 4 |
882 | 62.10 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 17 | 6 |
885 | 62.11 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 24 | 17 |
886 | 62.11 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 17 | 7 |
887 | 62.11 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 24 | 17 |
903 | 62.14 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 21 | 8 |
915 | 62.17 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 7 |
916 | 62.17 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 17 | 7 |
923 | 62.17 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 17 | 7 |
924 | 62.17 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 7 | 16 |
937 | 62.19 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 17 | 3 |
943 | 62.20 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 17 | 18 |
945 | 62.21 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 24 | 17 |
960 | 62.23 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 20 | 21 |
963 | 62.23 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 20 | 21 |
975 | 62.25 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 16 | 4 |
976 | 62.25 | radiation | 40.0 | 270 | < th | dose independent | rect. | 16 | 4 |
988 | 62.25 | temperature | 10.0 | 270 | > th | dose independent | rect. | 20 | 20 |
997 | 62.27 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 7 |