Os10g0113900
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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Os10g0113900 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50.64 | 0.334 | 12.9 | 1.44 | 0.927 | -0.536 | -1.58 | 0.237 | 0.0462 | 0.885 | 21.98 | 19 | -- | -- |
| 50.77 | 0.332 | 12.9 | 1.43 | 0.927 | -0.539 | -1.7 | -- | 0.0506 | 0.88 | 22.07 | 18 | -- | -- |
| 55.77 | 0.348 | 12.9 | 1.41 | 0.885 | -0.519 | -- | 1.18 | 0.035 | 0.974 | 19.42 | 19 | -- | -- |
| 62.74 | 0.369 | 12.9 | 1.43 | 0.891 | -0.515 | -- | -- | 0.0489 | 0.974 | 19.81 | 19 | -- | -- |
| 69.17 | 0.387 | 12.9 | 1.52 | -- | -1.02 | -- | 1.29 | 0.118 | -- | 10.11 | 66 | -- | -- |
| 61.06 | 0.366 | 13 | 1.39 | 1.3 | -- | -1.62 | -- | 0.0258 | 0.785 | -- | -- | -- | -- |
| 72.22 | 0.398 | 13 | 1.45 | 1.3 | -- | -- | -- | 0.0345 | 0.746 | -- | -- | -- | -- |
| 72.03 | 0.395 | 12.9 | 1.44 | -- | -1.1 | -- | -- | 0.0662 | -- | 7.01 | 186 | -- | -- |
| 120.41 | 0.511 | 13 | -- | 1.04 | -0.441 | -- | -- | -0.111 | 0.893 | 23.66 | 20 | -- | -- |
| 178.01 | 0.623 | 12.9 | 1.5 | -- | -- | -- | -- | 0.058 | -- | -- | -- | -- | -- |
| 127.7 | 0.529 | 13 | -- | 1.32 | -- | -- | -- | -0.127 | 0.797 | -- | -- | -- | -- |
| 124.82 | 0.52 | 13 | -- | -- | -1.15 | -- | -- | -0.067 | -- | 7.93 | 180 | -- | -- |
| 237.19 | 0.719 | 13 | -- | -- | -- | -- | -- | -0.108 | -- | -- | -- | -- | -- |
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 | 46.69 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 4 | 13 |
| 7 | 47.15 | humidity | 60.0 | 90 | > th | dose dependent | rect. | 5 | 16 |
| 8 | 47.45 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 5 | 12 |
| 9 | 47.46 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 16 |
| 18 | 47.70 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 8 |
| 23 | 47.83 | radiation | 10.0 | 270 | < th | dose dependent | sin | 2 | NA |
| 24 | 47.83 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 5 | 17 |
| 28 | 47.87 | humidity | 80.0 | 90 | < th | dose independent | rect. | 8 | 8 |
| 32 | 47.90 | radiation | 1.0 | 270 | < th | dose independent | rect. | 4 | 13 |
| 35 | 47.97 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 5 | 5 |
| 40 | 48.07 | radiation | 20.0 | 30 | < th | dose independent | rect. | 5 | 17 |
| 46 | 48.24 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 5 | 16 |
| 49 | 48.26 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 2 | 6 |
| 50 | 48.27 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 9 | 7 |
| 51 | 48.29 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 15 | 19 |
| 56 | 48.38 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 5 |
| 58 | 48.39 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 13 | 21 |
| 59 | 48.47 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 3 | 14 |
| 71 | 48.59 | humidity | 80.0 | 90 | > th | dose independent | rect. | 5 | 14 |
| 74 | 48.61 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 3 | 16 |
| 77 | 48.62 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
| 78 | 48.62 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 3 | 5 |
| 82 | 48.66 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 5 | 6 |
| 86 | 48.67 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
| 91 | 48.69 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 5 | 2 |
| 113 | 48.83 | radiation | 20.0 | 90 | < th | dose independent | rect. | 15 | 19 |
| 116 | 48.86 | humidity | 80.0 | 270 | > th | dose independent | rect. | 3 | 14 |
| 119 | 48.88 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 21 | 18 |
| 132 | 49.01 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 13 | 19 |
| 143 | 49.07 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 5 |
| 150 | 49.08 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 14 | 21 |
| 159 | 49.12 | wind | 1.0 | 270 | > th | dose independent | rect. | 4 | 2 |
| 168 | 49.15 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 12 | 23 |
| 175 | 49.19 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 14 | 17 |
| 183 | 49.22 | radiation | 1.0 | 270 | > th | dose independent | sin | 1 | NA |
| 227 | 49.35 | radiation | 20.0 | 90 | < th | dose independent | rect. | 13 | 21 |
| 228 | 49.35 | radiation | 30.0 | 10 | < th | dose dependent | sin | 23 | NA |
| 246 | 49.41 | radiation | 30.0 | 90 | < th | dose independent | rect. | 12 | 23 |
| 250 | 49.42 | radiation | 1.0 | 270 | < th | dose independent | sin | 1 | NA |
| 251 | 49.42 | radiation | 20.0 | 270 | < th | dose independent | rect. | 3 | 5 |
| 266 | 49.46 | radiation | 10.0 | 10 | > th | dose independent | rect. | 9 | 7 |
| 308 | 49.57 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 12 | 9 |
| 313 | 49.59 | temperature | 15.0 | 270 | > th | dose independent | rect. | 7 | 7 |
| 318 | 49.60 | temperature | 15.0 | 270 | > th | dose independent | rect. | 14 | 18 |
| 355 | 49.68 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 22 | 18 |
| 394 | 49.76 | radiation | 10.0 | 270 | > th | dose independent | sin | 4 | NA |
| 504 | 49.99 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 16 |
| 517 | 50.01 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 3 | 6 |
| 518 | 50.01 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 7 | 7 |
| 521 | 50.02 | humidity | 70.0 | 90 | > th | dose dependent | sin | 1 | NA |
| 523 | 50.02 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 9 | 7 |
| 540 | 50.05 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 9 | 6 |
| 563 | 50.10 | humidity | 60.0 | 10 | > th | dose dependent | sin | 0 | NA |
| 591 | 50.14 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 5 | 1 |
| 604 | 50.17 | humidity | 70.0 | 30 | > th | dose independent | rect. | 5 | 5 |
| 630 | 50.20 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 8 |
| 646 | 50.23 | temperature | 25.0 | 270 | < th | dose independent | rect. | 3 | 5 |
| 655 | 50.23 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 8 | 8 |
| 677 | 50.26 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 1 | 14 |
| 680 | 50.27 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 8 |
| 683 | 50.27 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 22 | 8 |
| 687 | 50.27 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 22 | 8 |
| 694 | 50.27 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 22 | 8 |
| 695 | 50.27 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 22 | 8 |
| 704 | 50.27 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 16 |
| 714 | 50.28 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 21 | 8 |
| 719 | 50.28 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 21 | 8 |
| 745 | 50.30 | humidity | 70.0 | 270 | > th | dose independent | rect. | 2 | 6 |
| 752 | 50.31 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 8 |
| 772 | 50.33 | wind | 9.0 | 90 | < th | dose independent | rect. | 21 | 8 |
| 792 | 50.34 | temperature | 10.0 | 90 | > th | dose independent | rect. | 21 | 8 |
| 793 | 50.34 | temperature | 30.0 | 90 | < th | dose independent | rect. | 21 | 8 |
| 794 | 50.34 | humidity | 50.0 | 90 | > th | dose independent | rect. | 21 | 8 |
| 797 | 50.34 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 21 | 8 |
| 801 | 50.34 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 16 |
| 802 | 50.34 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 16 |
| 816 | 50.38 | radiation | 10.0 | 10 | > th | dose independent | sin | 22 | NA |
| 839 | 50.40 | radiation | 30.0 | 270 | < th | dose independent | rect. | 15 | 16 |
| 847 | 50.41 | humidity | 70.0 | 10 | > th | dose independent | rect. | 5 | 17 |
| 860 | 50.43 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 8 |
| 865 | 50.43 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 8 |
| 866 | 50.43 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 4 | 12 |
| 871 | 50.44 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 16 |
| 882 | 50.45 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 15 |
| 894 | 50.47 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 2 | 6 |
| 909 | 50.49 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 16 |
| 911 | 50.49 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 23 |
| 920 | 50.49 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 23 |
| 921 | 50.50 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 3 | 4 |
| 931 | 50.51 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 20 |
| 935 | 50.51 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 20 |
| 950 | 50.54 | wind | 1.0 | 270 | > th | dose independent | rect. | 8 | 18 |
| 951 | 50.54 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 8 | 18 |
| 956 | 50.54 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 8 | 18 |
| 970 | 50.56 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 16 |
| 974 | 50.56 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 16 |
| 975 | 50.56 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
| 976 | 50.57 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 5 | 1 |
| 990 | 50.58 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 16 |
| 999 | 50.59 | temperature | 15.0 | 270 | > th | dose independent | rect. | 12 | 9 |