Os10g0114300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to NADPH-dependent codeinone reductase (EC 1.1.1.247).
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Os10g0114300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to NADPH-dependent codeinone reductase (EC 1.1.1.247).
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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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 538.59 | 1.09 | 7.08 | 8.63 | 0.54 | -2.1 | 3.31 | 0.816 | 1.36 | 18.1 | 68.95 | 1246 | -- | -- |
| 538.81 | 1.08 | 7.1 | 8.55 | 0.554 | -2.08 | 3.3 | -- | 1.33 | 18.3 | 69 | 1220 | -- | -- |
| 564.28 | 1.11 | 7.08 | 8.59 | 0.576 | -2.06 | -- | 0.752 | 1.37 | 17.4 | 69 | 1231 | -- | -- |
| 565.33 | 1.11 | 7.09 | 8.5 | 0.578 | -2.01 | -- | -- | 1.35 | 17.4 | 68.61 | 1236 | -- | -- |
| 581.28 | 1.12 | 7.07 | 8.58 | -- | -2.14 | -- | 0.753 | 1.35 | -- | 68.87 | 1241 | -- | -- |
| 698.05 | 1.24 | 7.1 | 8.05 | 0.84 | -- | 2.81 | -- | 1.32 | 16.6 | -- | -- | -- | -- |
| 714.71 | 1.25 | 7.09 | 8.07 | 0.88 | -- | -- | -- | 1.34 | 15.5 | -- | -- | -- | -- |
| 582.39 | 1.12 | 7.08 | 8.5 | -- | -2.09 | -- | -- | 1.33 | -- | 68.51 | 1241 | -- | -- |
| 2240.95 | 2.2 | 7.19 | -- | 0.729 | -3.4 | -- | -- | 1.06 | 17.3 | 87 | 2454 | -- | -- |
| 758.09 | 1.29 | 7.09 | 8.04 | -- | -- | -- | -- | 1.32 | -- | -- | -- | -- | -- |
| 2433.22 | 2.31 | 7.29 | -- | 0.721 | -- | -- | -- | 0.439 | 15.5 | -- | -- | -- | -- |
| 2256.14 | 2.21 | 7.07 | -- | -- | -3.92 | -- | -- | 1.36 | -- | 88 | 2570 | -- | -- |
| 2462.27 | 2.32 | 7.29 | -- | -- | -- | -- | -- | 0.423 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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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 | 562.36 | humidity | 80 | 720 | < th | dose dependent | rect. | 18 | 3 |
| 3 | 563.41 | temperature | 30 | 1440 | > th | dose dependent | rect. | 18 | 15 |
| 5 | 564.40 | temperature | 30 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 34 | 565.26 | humidity | 70 | 1440 | < th | dose independent | rect. | 11 | 9 |
| 47 | 566.31 | humidity | 80 | 1440 | < th | dose dependent | rect. | 11 | 22 |
| 48 | 566.59 | humidity | 80 | 1440 | < th | dose dependent | sin | 17 | NA |
| 49 | 566.75 | humidity | 80 | 1440 | < th | dose dependent | rect. | 11 | 11 |
| 50 | 566.77 | humidity | 70 | 1440 | < th | dose independent | sin | 16 | NA |
| 135 | 569.06 | humidity | 80 | 1440 | < th | dose dependent | rect. | 7 | 15 |
| 210 | 569.72 | humidity | 80 | 1440 | < th | dose dependent | rect. | 15 | 23 |
| 232 | 569.88 | humidity | 80 | 1440 | < th | dose dependent | no | NA | NA |
| 263 | 570.28 | humidity | 70 | 1440 | < th | dose independent | rect. | 17 | 22 |
| 282 | 570.69 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 9 |
| 284 | 570.75 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 11 |
| 288 | 570.76 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 16 |
| 289 | 570.77 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 18 |
| 302 | 570.99 | humidity | 80 | 1440 | < th | dose dependent | rect. | 20 | 23 |
| 326 | 571.54 | humidity | 50 | 1440 | > th | dose dependent | rect. | 11 | 12 |
| 343 | 572.09 | humidity | 70 | 1440 | > th | dose independent | rect. | 17 | 22 |
| 426 | 572.81 | humidity | 70 | 1440 | < th | dose independent | no | NA | NA |
| 547 | 573.44 | humidity | 50 | 1440 | > th | dose dependent | rect. | 7 | 16 |
| 548 | 573.45 | humidity | 80 | 1440 | < th | dose dependent | rect. | 16 | 1 |
| 570 | 573.61 | humidity | 50 | 1440 | > th | dose dependent | sin | 20 | NA |
| 579 | 573.64 | humidity | 70 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 590 | 573.75 | humidity | 70 | 1440 | > th | dose independent | sin | 18 | NA |
| 704 | 574.98 | humidity | 70 | 720 | < th | dose independent | rect. | 18 | 14 |
| 706 | 574.99 | humidity | 70 | 720 | > th | dose dependent | rect. | 19 | 4 |
| 812 | 576.05 | humidity | 70 | 1440 | > th | dose independent | rect. | 2 | 18 |
| 820 | 576.08 | humidity | 70 | 1440 | > th | dose independent | rect. | 4 | 16 |
| 833 | 576.10 | humidity | 70 | 1440 | > th | dose independent | rect. | 21 | 23 |
| 855 | 576.14 | humidity | 70 | 1440 | > th | dose independent | rect. | 4 | 23 |
| 867 | 576.16 | humidity | 70 | 1440 | > th | dose independent | no | NA | NA |
| 911 | 576.58 | humidity | 70 | 720 | < th | dose independent | rect. | 18 | 2 |
| 951 | 577.05 | humidity | 70 | 1440 | < th | dose independent | rect. | 11 | 2 |
| 957 | 577.15 | humidity | 70 | 720 | < th | dose independent | rect. | 17 | 16 |
| 975 | 577.42 | humidity | 70 | 720 | > th | dose independent | rect. | 16 | 16 |
| 1000 | 577.63 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 21 |