Os01g0356000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Multidrug resistance-associated protein MRP1 (Fragment).
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Os01g0356000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Multidrug resistance-associated protein MRP1 (Fragment).
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50.37 | 0.333 | 14 | 1.21 | 0.79 | -1.88 | 1.14 | 4.15 | 0.437 | 5.39 | 18.97 | 362 | -- | -- |
| 63.31 | 0.371 | 14.1 | 0.688 | 0.92 | -1.87 | -0.0872 | -- | 0.421 | 4.52 | 16.98 | 528 | -- | -- |
| 52.36 | 0.337 | 14 | 1 | 0.831 | -1.94 | -- | 2.94 | 0.373 | 4.98 | 17.51 | 413 | -- | -- |
| 58.59 | 0.357 | 14.1 | 0.426 | 0.877 | -1.96 | -- | -- | 0.206 | 4.77 | 15.43 | 452 | -- | -- |
| 75.01 | 0.403 | 14 | 1.3 | -- | -2.41 | -- | 3.91 | 0.508 | -- | 20.28 | 340 | -- | -- |
| 107.14 | 0.485 | 14.2 | 0.00395 | 1.42 | -- | 0.441 | -- | -0.086 | 5.38 | -- | -- | -- | -- |
| 107.62 | 0.486 | 14.2 | 0.00472 | 1.42 | -- | -- | -- | -0.0881 | 5.36 | -- | -- | -- | -- |
| 84.69 | 0.429 | 14.1 | 0.64 | -- | -2.64 | -- | -- | 0.348 | -- | 16.6 | 355 | -- | -- |
| 63.72 | 0.372 | 14.1 | -- | 0.938 | -1.79 | -- | -- | 0.15 | 4.78 | 15.55 | 463 | -- | -- |
| 213.06 | 0.682 | 14.2 | 0.0531 | -- | -- | -- | -- | -0.0528 | -- | -- | -- | -- | -- |
| 107.62 | 0.485 | 14.2 | -- | 1.42 | -- | -- | -- | -0.0886 | 5.36 | -- | -- | -- | -- |
| 94.24 | 0.452 | 14.1 | -- | -- | -2.16 | -- | -- | 0.248 | -- | 19.39 | 351 | -- | -- |
| 213.13 | 0.681 | 14.2 | -- | -- | -- | -- | -- | -0.0587 | -- | -- | -- | -- | -- |
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 | 47.97 | temperature | 20 | 270 | > th | dose dependent | rect. | 23 | 21 |
| 14 | 49.51 | temperature | 20 | 720 | > th | dose dependent | rect. | 21 | 17 |
| 28 | 50.26 | temperature | 20 | 720 | > th | dose dependent | sin | 6 | NA |
| 31 | 50.31 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 12 |
| 62 | 51.34 | temperature | 20 | 270 | > th | dose dependent | rect. | 12 | 23 |
| 76 | 51.62 | temperature | 20 | 270 | > th | dose dependent | rect. | 10 | 23 |
| 108 | 52.23 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 13 |
| 125 | 52.45 | temperature | 15 | 1440 | > th | dose dependent | rect. | 17 | 15 |
| 126 | 52.51 | temperature | 20 | 1440 | > th | dose dependent | rect. | 18 | 4 |
| 143 | 52.66 | temperature | 15 | 1440 | > th | dose dependent | rect. | 3 | 5 |
| 146 | 52.69 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
| 180 | 52.84 | temperature | 30 | 1440 | < th | dose dependent | rect. | 3 | 5 |
| 184 | 52.86 | temperature | 30 | 1440 | < th | dose dependent | rect. | 18 | 14 |
| 202 | 52.95 | temperature | 15 | 1440 | > th | dose dependent | sin | 11 | NA |
| 239 | 53.08 | temperature | 20 | 270 | > th | dose dependent | no | NA | NA |
| 309 | 53.30 | temperature | 25 | 1440 | < th | dose dependent | rect. | 3 | 1 |
| 376 | 53.51 | temperature | 30 | 1440 | < th | dose dependent | sin | 11 | NA |
| 775 | 54.66 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 2 |
| 788 | 54.70 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 3 |
| 792 | 54.72 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 2 |
| 871 | 55.01 | radiation | 1 | 14400 | < th | dose independent | rect. | 21 | 10 |
| 887 | 55.04 | radiation | 1 | 14400 | < th | dose independent | rect. | 23 | 8 |
| 915 | 55.09 | radiation | 1 | 14400 | < th | dose independent | rect. | 3 | 4 |
| 979 | 55.27 | humidity | 90 | 14400 | > th | dose dependent | rect. | 23 | 1 |