Os01g0847800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Aldose reductase (EC 1.1.1.21) (AR) (Aldehyde reductase) (20-alpha- hydroxysteroid dehydrogenase) (EC 1.1.1.149) (20-alpha-HSD).
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Os01g0847800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Aldose reductase (EC 1.1.1.21) (AR) (Aldehyde reductase) (20-alpha- hydroxysteroid dehydrogenase) (EC 1.1.1.149) (20-alpha-HSD).
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 235.24 | 0.721 | 7.39 | 0.541 | 1.12 | 1.38 | 0.134 | 0.5 | -0.355 | 13.2 | 69.44 | 4460 | -- | -- |
| 235.58 | 0.715 | 7.39 | 0.524 | 1.11 | 1.41 | 0.144 | -- | -0.355 | 13.2 | 69.38 | 4460 | -- | -- |
| 235.32 | 0.714 | 7.39 | 0.544 | 1.12 | 1.38 | -- | 0.513 | -0.356 | 13.3 | 69.44 | 4460 | -- | -- |
| 235.67 | 0.715 | 7.39 | 0.523 | 1.11 | 1.41 | -- | -- | -0.363 | 13.3 | 69.43 | 4460 | -- | -- |
| 288.35 | 0.795 | 7.37 | 0.418 | -- | 0.831 | -- | -0.438 | -0.234 | -- | 69.44 | 4460 | -- | -- |
| 266.62 | 0.765 | 7.36 | 0.529 | 1.15 | -- | -0.00428 | -- | -0.231 | 13.3 | -- | -- | -- | -- |
| 266.62 | 0.765 | 7.36 | 0.529 | 1.15 | -- | -- | -- | -0.231 | 13.3 | -- | -- | -- | -- |
| 282.2 | 0.786 | 7.36 | 0.442 | -- | 0.861 | -- | -- | -0.206 | -- | 70.83 | 4631 | -- | -- |
| 242.81 | 0.726 | 7.4 | -- | 1.1 | 1.42 | -- | -- | -0.422 | 13.2 | 69.34 | 4460 | -- | -- |
| 348.93 | 0.873 | 7.37 | 0.484 | -- | -- | -- | -- | -0.255 | -- | -- | -- | -- | -- |
| 274 | 0.774 | 7.37 | -- | 1.15 | -- | -- | -- | -0.29 | 13.2 | -- | -- | -- | -- |
| 287.35 | 0.792 | 7.37 | -- | -- | 0.868 | -- | -- | -0.255 | -- | 70.83 | 4631 | -- | -- |
| 355.11 | 0.88 | 7.39 | -- | -- | -- | -- | -- | -0.309 | -- | -- | -- | -- | -- |
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 | 231.82 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 10 | 4 |
| 2 | 231.89 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 9 | 7 |
| 6 | 232.08 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 9 | 7 |
| 8 | 232.40 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 10 | 4 |
| 16 | 232.72 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 6 | 10 |
| 30 | 232.82 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 6 | 10 |
| 31 | 232.82 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 4 | 12 |
| 33 | 232.82 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 20 | 20 |
| 36 | 232.83 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 23 | 17 |
| 135 | 234.07 | humidity | 70.0 | 4320 | > th | dose independent | sin | 3 | NA |
| 137 | 234.09 | humidity | 70.0 | 4320 | < th | dose independent | sin | 3 | NA |
| 146 | 234.39 | humidity | 60.0 | 4320 | > th | dose dependent | rect. | 9 | 5 |
| 211 | 235.21 | humidity | 60.0 | 4320 | > th | dose dependent | rect. | 10 | 1 |
| 219 | 235.31 | humidity | 60.0 | 4320 | > th | dose dependent | rect. | 6 | 8 |
| 261 | 235.84 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 9 | 22 |
| 265 | 235.89 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 9 | 12 |
| 277 | 235.91 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 2 | 3 |
| 336 | 236.19 | humidity | 90.0 | 4320 | < th | dose dependent | rect. | 9 | 5 |
| 338 | 236.22 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
| 340 | 236.25 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 9 | 22 |
| 345 | 236.31 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 9 | 15 |
| 387 | 236.40 | humidity | 70.0 | 4320 | < th | dose independent | no | NA | NA |
| 448 | 236.45 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 2 | 1 |
| 471 | 236.59 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 5 | 9 |
| 477 | 236.60 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 6 | 18 |
| 487 | 236.61 | humidity | 70.0 | 4320 | > th | dose independent | no | NA | NA |
| 559 | 236.70 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
| 618 | 236.99 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 15 | 23 |
| 624 | 237.01 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 13 | 23 |
| 626 | 237.03 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 23 | 8 |
| 627 | 237.03 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 23 | 8 |
| 703 | 237.40 | humidity | 60.0 | 4320 | > th | dose dependent | sin | 2 | NA |
| 750 | 237.75 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 4 | 1 |
| 850 | 238.29 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 23 | 6 |
| 861 | 238.37 | humidity | 90.0 | 4320 | < th | dose dependent | sin | 2 | NA |
| 885 | 238.42 | humidity | 80.0 | 4320 | < th | dose dependent | sin | 4 | NA |
| 914 | 238.55 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 6 |
| 915 | 238.56 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |