Os05g0506800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os05g0506800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Lipolytic enzyme, G-D-S-L family protein.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 148.64 | 0.573 | 3.79 | 4.19 | 0.296 | -2.73 | 0.01 | -0.935 | 0.64 | 5.72 | 19.82 | 1457 | -- | -- |
| 149.36 | 0.569 | 3.76 | 4.45 | 0.267 | -2.74 | -0.0745 | -- | 0.707 | 6 | 20.2 | 1490 | -- | -- |
| 148.59 | 0.568 | 3.78 | 4.23 | 0.279 | -2.75 | -- | -0.87 | 0.654 | 5.89 | 19.73 | 1481 | -- | -- |
| 143.3 | 0.558 | 3.77 | 4.59 | 0.386 | -2.95 | -- | -- | 0.709 | 2.74 | 19.73 | 2509 | -- | -- |
| 146.5 | 0.564 | 3.78 | 4.31 | -- | -2.96 | -- | -0.751 | 0.675 | -- | 19.83 | 1943 | -- | -- |
| 386.27 | 0.921 | 3.9 | 3.44 | 0.22 | -- | -0.316 | -- | 0.0601 | 8.21 | -- | -- | -- | -- |
| 386.57 | 0.921 | 3.9 | 3.43 | 0.221 | -- | -- | -- | 0.0602 | 8.12 | -- | -- | -- | -- |
| 147.11 | 0.565 | 3.76 | 4.51 | -- | -2.96 | -- | -- | 0.724 | -- | 20.09 | 1964 | -- | -- |
| 608.17 | 1.15 | 3.93 | -- | 0.396 | -1.78 | -- | -- | -0.0315 | 1.55 | 22.08 | 1029 | -- | -- |
| 389.26 | 0.922 | 3.91 | 3.44 | -- | -- | -- | -- | 0.0628 | -- | -- | -- | -- | -- |
| 697.36 | 1.24 | 3.99 | -- | 0.25 | -- | -- | -- | -0.322 | 7.12 | -- | -- | -- | -- |
| 611.33 | 1.15 | 3.93 | -- | -- | -1.61 | -- | -- | -0.0479 | -- | 22.3 | 1938 | -- | -- |
| 700.65 | 1.24 | 3.99 | -- | -- | -- | -- | -- | -0.318 | -- | -- | -- | -- | -- |
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 | 138.25 | temperature | 20 | 1440 | > th | dose dependent | rect. | 6 | 2 |
| 2 | 139.25 | temperature | 20 | 1440 | > th | dose dependent | rect. | 5 | 4 |
| 6 | 141.19 | temperature | 20 | 1440 | > th | dose dependent | rect. | 3 | 7 |
| 9 | 141.56 | temperature | 20 | 1440 | > th | dose dependent | rect. | 2 | 9 |
| 10 | 141.62 | temperature | 20 | 1440 | > th | dose dependent | rect. | 1 | 11 |
| 14 | 141.97 | temperature | 20 | 1440 | > th | dose dependent | rect. | 21 | 16 |
| 19 | 142.15 | temperature | 20 | 1440 | > th | dose dependent | sin | 6 | NA |
| 40 | 143.07 | temperature | 30 | 1440 | < th | dose dependent | rect. | 6 | 2 |
| 46 | 143.26 | temperature | 30 | 1440 | < th | dose dependent | rect. | 5 | 4 |
| 98 | 145.29 | radiation | 1 | 14400 | > th | dose independent | rect. | 17 | 14 |
| 108 | 145.61 | radiation | 1 | 14400 | < th | dose independent | rect. | 17 | 14 |
| 160 | 147.17 | radiation | 1 | 14400 | > th | dose independent | rect. | 17 | 2 |
| 175 | 147.27 | radiation | 1 | 14400 | > th | dose independent | rect. | 17 | 17 |
| 176 | 147.28 | radiation | 1 | 14400 | < th | dose independent | rect. | 17 | 17 |
| 239 | 148.28 | radiation | 1 | 14400 | > th | dose independent | sin | 12 | NA |
| 260 | 148.48 | radiation | 1 | 14400 | < th | dose independent | sin | 12 | NA |
| 282 | 148.58 | radiation | 1 | 14400 | < th | dose independent | rect. | 17 | 8 |
| 286 | 148.60 | radiation | 1 | 14400 | < th | dose independent | rect. | 17 | 6 |
| 287 | 148.61 | radiation | 1 | 14400 | < th | dose independent | rect. | 17 | 2 |
| 315 | 148.73 | temperature | 20 | 1440 | > th | dose dependent | no | NA | NA |
| 333 | 148.96 | temperature | 20 | 1440 | > th | dose dependent | rect. | 5 | 23 |
| 337 | 148.99 | temperature | 20 | 1440 | > th | dose dependent | rect. | 3 | 23 |
| 338 | 149.00 | temperature | 20 | 1440 | > th | dose dependent | rect. | 1 | 23 |
| 407 | 149.56 | radiation | 1 | 4320 | < th | dose dependent | rect. | 17 | 13 |
| 458 | 150.06 | radiation | 1 | 14400 | < th | dose independent | rect. | 8 | 23 |
| 470 | 150.15 | radiation | 1 | 14400 | > th | dose independent | rect. | 8 | 23 |
| 512 | 150.46 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 2 |
| 513 | 150.47 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 2 |
| 559 | 150.76 | radiation | 1 | 14400 | < th | dose dependent | rect. | 17 | 2 |
| 569 | 150.85 | radiation | 1 | 14400 | < th | dose dependent | rect. | 17 | 6 |
| 585 | 150.96 | radiation | 1 | 14400 | < th | dose independent | rect. | 21 | 22 |
| 587 | 150.96 | radiation | 1 | 14400 | < th | dose independent | rect. | 24 | 23 |
| 589 | 150.97 | radiation | 1 | 14400 | < th | dose independent | no | NA | NA |
| 590 | 150.97 | radiation | 1 | 14400 | < th | dose independent | rect. | 24 | 19 |
| 591 | 150.97 | radiation | 1 | 14400 | < th | dose independent | rect. | 2 | 21 |
| 600 | 150.98 | radiation | 1 | 14400 | < th | dose independent | rect. | 3 | 16 |
| 604 | 150.98 | radiation | 1 | 14400 | < th | dose independent | rect. | 3 | 19 |
| 646 | 151.03 | radiation | 1 | 14400 | > th | dose independent | no | NA | NA |
| 648 | 151.03 | radiation | 1 | 14400 | > th | dose independent | rect. | 4 | 15 |
| 711 | 151.05 | temperature | 30 | 1440 | < th | dose dependent | rect. | 18 | 18 |
| 718 | 151.10 | radiation | 20 | 14400 | < th | dose dependent | rect. | 18 | 1 |
| 762 | 151.33 | radiation | 20 | 14400 | < th | dose dependent | rect. | 18 | 5 |
| 818 | 151.52 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 1 |
| 839 | 151.61 | radiation | 1 | 14400 | < th | dose independent | rect. | 20 | 11 |
| 843 | 151.63 | radiation | 1 | 14400 | < th | dose independent | rect. | 3 | 4 |
| 846 | 151.63 | temperature | 30 | 4320 | < th | dose dependent | rect. | 21 | 2 |
| 898 | 151.77 | temperature | 15 | 4320 | > th | dose dependent | rect. | 21 | 2 |
| 902 | 151.78 | humidity | 90 | 43200 | > th | dose dependent | rect. | 21 | 1 |
| 914 | 151.84 | radiation | 30 | 14400 | < th | dose dependent | rect. | 18 | 7 |
| 940 | 151.95 | radiation | 30 | 14400 | < th | dose dependent | rect. | 18 | 10 |