Os02g0834700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Cell division inhibitor.
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Os02g0834700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Cell division inhibitor.
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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 dependent, 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 65.53 | 0.38 | 12.7 | -0.385 | 0.438 | -0.37 | 0.582 | 7.83 | -0.582 | 3.85 | 29.59 | 1462 | -- | -- |
| 70.69 | 0.392 | 12.9 | -1.75 | 0.458 | 0.489 | 1.28 | -- | -0.596 | 4.26 | 30.96 | 2726 | -- | -- |
| 66.34 | 0.379 | 12.7 | -0.336 | 0.43 | -0.375 | -- | 7.98 | -0.57 | 3.47 | 29.38 | 1460 | -- | -- |
| 68 | 0.384 | 12.9 | -1.88 | 0.433 | 0.612 | -- | -- | -0.753 | 3.84 | 25.66 | 2760 | -- | -- |
| 76.64 | 0.408 | 12.7 | -0.289 | -- | -0.331 | -- | 7.94 | -0.535 | -- | 29.29 | 1354 | -- | -- |
| 81.32 | 0.423 | 12.9 | -1.66 | 0.5 | -- | 0.716 | -- | -0.709 | 3.79 | -- | -- | -- | -- |
| 82.72 | 0.426 | 12.9 | -1.67 | 0.502 | -- | -- | -- | -0.713 | 3.44 | -- | -- | -- | -- |
| 77.96 | 0.411 | 12.9 | -1.89 | -- | 0.667 | -- | -- | -0.765 | -- | 25 | 2695 | -- | -- |
| 154.52 | 0.579 | 12.8 | -- | 0.47 | 0.226 | -- | -- | -0.54 | 3.61 | 26.62 | 5422 | -- | -- |
| 96.85 | 0.46 | 12.9 | -1.65 | -- | -- | -- | -- | -0.7 | -- | -- | -- | -- | -- |
| 156.01 | 0.584 | 12.9 | -- | 0.469 | -- | -- | -- | -0.528 | 3.45 | -- | -- | -- | -- |
| 132.57 | 0.536 | 12.8 | -- | -- | -0.962 | -- | -- | -0.229 | -- | 6.217 | 47520 | -- | -- |
| 168.35 | 0.606 | 12.9 | -- | -- | -- | -- | -- | -0.517 | -- | -- | -- | -- | -- |
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 | 62.95 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
| 15 | 63.34 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 3 |
| 16 | 63.49 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 18 | 14 |
| 18 | 63.59 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 18 | 1 |
| 39 | 64.02 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 2 |
| 42 | 64.07 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 2 |
| 43 | 64.07 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 2 |
| 45 | 64.11 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 18 | 15 |
| 50 | 64.23 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 18 | 5 |
| 51 | 64.24 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
| 58 | 64.26 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 18 | 9 |
| 59 | 64.26 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 18 | 11 |
| 64 | 64.32 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 18 | 17 |
| 70 | 64.45 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 18 | 10 |
| 71 | 64.47 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 10 |
| 78 | 64.55 | temperature | 25.0 | 720 | > th | dose dependent | sin | 12 | NA |
| 82 | 64.57 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 18 | 17 |
| 83 | 64.58 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 10 | 1 |
| 92 | 64.64 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 19 | 1 |
| 94 | 64.67 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 96 | 64.70 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 9 |
| 102 | 64.74 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 104 | 64.76 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 10 |
| 114 | 64.82 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
| 115 | 64.82 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 19 | 1 |
| 116 | 64.82 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 19 | 1 |
| 121 | 64.84 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 18 | 4 |
| 122 | 64.85 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 10 | 1 |
| 158 | 64.94 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
| 160 | 64.94 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
| 163 | 64.95 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 21 | 1 |
| 168 | 64.96 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 174 | 64.97 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
| 216 | 65.08 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 20 | 5 |
| 218 | 65.09 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 17 | 21 |
| 225 | 65.11 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 4 |
| 227 | 65.11 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 23 | 12 |
| 244 | 65.18 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
| 261 | 65.23 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 5 |
| 275 | 65.26 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 19 | 3 |
| 288 | 65.29 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 22 | 13 |
| 315 | 65.34 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 4 |
| 318 | 65.34 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 4 |
| 330 | 65.37 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 4 |
| 331 | 65.37 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 12 | 2 |
| 334 | 65.37 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 18 | 18 |
| 335 | 65.38 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 10 | 1 |
| 341 | 65.38 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 20 | 15 |
| 342 | 65.39 | temperature | 30.0 | 1440 | < th | dose independent | sin | 10 | NA |
| 364 | 65.42 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 17 | 20 |
| 365 | 65.42 | temperature | 25.0 | 1440 | > th | dose dependent | sin | 8 | NA |
| 370 | 65.42 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 17 | 21 |
| 452 | 65.52 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 8 |
| 453 | 65.52 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 22 | 16 |
| 470 | 65.54 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 24 | 14 |
| 499 | 65.56 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 4 | 10 |
| 538 | 65.59 | temperature | 30.0 | 1440 | > th | dose dependent | sin | 2 | NA |
| 559 | 65.60 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 10 | 19 |
| 587 | 65.61 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 17 | 1 |
| 588 | 65.61 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 10 | 10 |
| 600 | 65.61 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 10 | 1 |
| 624 | 65.64 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 16 | 3 |
| 627 | 65.64 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 10 | 9 |
| 644 | 65.65 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 16 | 2 |
| 648 | 65.65 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 10 | 9 |
| 679 | 65.67 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 16 | 10 |
| 680 | 65.67 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 16 | 13 |
| 723 | 65.68 | temperature | 30.0 | 1440 | > th | dose dependent | no | NA | NA |
| 867 | 65.71 | temperature | 30.0 | 1440 | > th | dose independent | sin | 10 | NA |
| 980 | 65.77 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 16 | 5 |
| 984 | 65.77 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 16 | 13 |