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Os01g0654100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to CTP synthase (EC 6.3.4.2) (UTP--ammonia ligase) (CTP synthetase).
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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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
209.64 | 0.68 | 7.49 | -0.11 | 0.511 | 1.37 | -0.744 | 0.977 | 0.685 | 15.1 | 2.372 | 75 | -- | -- |
212.97 | 0.68 | 7.45 | -0.122 | 0.472 | 1.36 | 0.0828 | -- | 0.697 | 14.7 | 2.406 | 75 | -- | -- |
210.42 | 0.676 | 7.5 | -0.132 | 0.523 | 1.35 | -- | 0.649 | 0.666 | 14.9 | 2.41 | 75 | -- | -- |
212.42 | 0.679 | 7.49 | -0.142 | 0.535 | 1.35 | -- | -- | 0.672 | 14.8 | 2.4 | 75 | -- | -- |
215.72 | 0.684 | 7.49 | -0.184 | -- | 1.67 | -- | 0.597 | 0.646 | -- | 2.41 | 92 | -- | -- |
242.62 | 0.73 | 7.44 | -0.142 | 2.03 | -- | 0.674 | -- | 0.786 | 13 | -- | -- | -- | -- |
244.51 | 0.732 | 7.44 | -0.118 | 2.02 | -- | -- | -- | 0.789 | 13 | -- | -- | -- | -- |
216.91 | 0.686 | 7.49 | -0.161 | -- | 1.69 | -- | -- | 0.663 | -- | 2.28 | 101 | -- | -- |
212.86 | 0.68 | 7.49 | -- | 0.535 | 1.35 | -- | -- | 0.672 | 14.8 | 2.4 | 75 | -- | -- |
499.52 | 1.04 | 7.47 | -0.194 | -- | -- | -- | -- | 0.75 | -- | -- | -- | -- | -- |
244.88 | 0.732 | 7.43 | -- | 2.03 | -- | -- | -- | 0.802 | 13 | -- | -- | -- | -- |
217.54 | 0.687 | 7.49 | -- | -- | 1.68 | -- | -- | 0.679 | -- | 2.282 | 99 | -- | -- |
500.51 | 1.04 | 7.46 | -- | -- | -- | -- | -- | 0.772 | -- | -- | -- | -- | -- |
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 | 201.23 | humidity | 60.0 | 720 | > th | dose independent | rect. | 18 | 1 |
2 | 202.05 | radiation | 1.0 | 720 | < th | dose independent | rect. | 18 | 1 |
3 | 202.70 | temperature | 30.0 | 720 | < th | dose independent | rect. | 18 | 1 |
5 | 204.31 | temperature | 30.0 | 720 | < th | dose independent | rect. | 16 | 5 |
6 | 204.53 | wind | 5.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
7 | 204.69 | humidity | 90.0 | 30 | < th | dose independent | rect. | 6 | 3 |
8 | 204.78 | humidity | 90.0 | 270 | < th | dose independent | rect. | 6 | 1 |
9 | 204.85 | temperature | 25.0 | 10 | > th | dose independent | rect. | 6 | 3 |
10 | 204.89 | wind | 5.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
11 | 204.91 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 11 |
12 | 205.13 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 18 | 1 |
13 | 205.26 | radiation | 10.0 | 30 | > th | dose independent | sin | 11 | NA |
15 | 205.57 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 20 | 5 |
16 | 205.73 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 6 | 14 |
19 | 205.97 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 19 | 8 |
21 | 206.19 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 21 | 3 |
22 | 206.30 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 3 |
26 | 206.49 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 2 | 1 |
34 | 206.80 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
36 | 206.85 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 23 | 10 |
39 | 206.87 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
44 | 207.04 | radiation | 10.0 | 30 | > th | dose independent | rect. | 17 | 16 |
46 | 207.07 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 21 | 10 |
47 | 207.07 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 21 | 10 |
49 | 207.10 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 14 |
50 | 207.10 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 14 |
52 | 207.14 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 22 | 1 |
56 | 207.19 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 18 | 4 |
61 | 207.23 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 6 | 3 |
65 | 207.26 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 22 | 7 |
75 | 207.38 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 1 | 2 |
76 | 207.40 | humidity | 80.0 | 43200 | > th | dose dependent | sin | 12 | NA |
77 | 207.42 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 12 | 10 |
83 | 207.50 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 9 | 21 |
84 | 207.51 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 12 | 10 |
90 | 207.56 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 24 | 4 |
102 | 207.61 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
109 | 207.64 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 19 | 14 |
122 | 207.72 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 15 | 1 |
127 | 207.75 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 1 | 4 |
140 | 207.80 | temperature | 30.0 | 720 | < th | dose independent | rect. | 16 | 20 |
144 | 207.81 | radiation | 10.0 | 90 | < th | dose dependent | sin | 11 | NA |
163 | 207.89 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 21 | 3 |
173 | 207.94 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 6 | 1 |
212 | 208.15 | temperature | 15.0 | 30 | > th | dose independent | rect. | 9 | 21 |
214 | 208.16 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 1 |
221 | 208.20 | temperature | 20.0 | 43200 | < th | dose dependent | rect. | 21 | 1 |
245 | 208.31 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 16 | 1 |
247 | 208.32 | radiation | 10.0 | 30 | > th | dose independent | rect. | 6 | 3 |
277 | 208.39 | humidity | 50.0 | 720 | > th | dose independent | rect. | 16 | 5 |
305 | 208.47 | temperature | 20.0 | 43200 | > th | dose independent | sin | 19 | NA |
318 | 208.53 | temperature | 20.0 | 43200 | < th | dose independent | sin | 18 | NA |
322 | 208.53 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 9 | 19 |
325 | 208.54 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 6 | 1 |
329 | 208.56 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 15 | 3 |
337 | 208.58 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
348 | 208.61 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 9 | 21 |
383 | 208.77 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 12 | 1 |
395 | 208.79 | temperature | 30.0 | 90 | < th | dose independent | rect. | 9 | 21 |
397 | 208.80 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
498 | 209.02 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 13 | 1 |
503 | 209.03 | temperature | 30.0 | 14400 | > th | dose dependent | sin | 14 | NA |
513 | 209.05 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 16 |
523 | 209.08 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 7 |
524 | 209.08 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 14 |
527 | 209.09 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 5 |
550 | 209.09 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 21 | 22 |
554 | 209.10 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 12 |
584 | 209.18 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 11 | 7 |
611 | 209.25 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 14 | 2 |
681 | 209.35 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 23 | 17 |
686 | 209.36 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 15 | 22 |
687 | 209.36 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 22 |
692 | 209.37 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 11 | 7 |
699 | 209.39 | temperature | 30.0 | 14400 | > th | dose independent | sin | 14 | NA |
714 | 209.40 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 17 | 23 |
745 | 209.43 | temperature | 20.0 | 43200 | < th | dose dependent | rect. | 12 | 17 |
753 | 209.44 | temperature | 20.0 | 43200 | < th | dose dependent | sin | 15 | NA |
765 | 209.45 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 11 | 1 |
792 | 209.48 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
817 | 209.50 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 11 | 20 |
833 | 209.52 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 11 | 9 |
838 | 209.52 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 11 | 16 |
955 | 209.61 | temperature | 30.0 | 14400 | < th | dose independent | sin | 15 | NA |
994 | 209.64 | humidity | 70.0 | 43200 | > th | dose dependent | no | NA | NA |