Os03g0294200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Fructose-6-phosphate-2-kinase/fructose-2, 6-bisphosphatase.
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Os03g0294200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Fructose-6-phosphate-2-kinase/fructose-2, 6-bisphosphatase.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 53.41 | 0.343 | 7.87 | 0.114 | 0.471 | -1.49 | 0.0314 | -0.238 | 0.283 | 8.12 | 20.59 | 221 | -- | -- |
| 53.17 | 0.34 | 7.87 | 0.113 | 0.47 | -1.32 | 0.0196 | -- | 0.273 | 8.04 | 21.14 | 211 | -- | -- |
| 53.17 | 0.34 | 7.88 | 0.104 | 0.473 | -1.33 | -- | 0.0841 | 0.261 | 7.99 | 21.16 | 211 | -- | -- |
| 53.17 | 0.34 | 7.87 | 0.116 | 0.469 | -1.32 | -- | -- | 0.273 | 8.04 | 21.14 | 211 | -- | -- |
| 64.03 | 0.375 | 7.89 | 0.122 | -- | -1.01 | -- | 0.681 | 0.268 | -- | 21.94 | 111 | -- | -- |
| 66.42 | 0.382 | 7.85 | 0.379 | 0.461 | -- | -0.158 | -- | 0.386 | 8.87 | -- | -- | -- | -- |
| 66.5 | 0.382 | 7.85 | 0.373 | 0.463 | -- | -- | -- | 0.386 | 8.8 | -- | -- | -- | -- |
| 64.46 | 0.374 | 7.88 | 0.144 | -- | -1.27 | -- | -- | 0.279 | -- | 21.35 | 97 | -- | -- |
| 53.49 | 0.341 | 7.87 | -- | 0.474 | -1.38 | -- | -- | 0.262 | 7.98 | 21.16 | 217 | -- | -- |
| 78.68 | 0.414 | 7.86 | 0.373 | -- | -- | -- | -- | 0.389 | -- | -- | -- | -- | -- |
| 70.17 | 0.392 | 7.86 | -- | 0.464 | -- | -- | -- | 0.344 | 8.74 | -- | -- | -- | -- |
| 64.98 | 0.375 | 7.89 | -- | -- | -1.35 | -- | -- | 0.261 | -- | 21.28 | 101 | -- | -- |
| 82.35 | 0.424 | 7.87 | -- | -- | -- | -- | -- | 0.348 | -- | -- | -- | -- | -- |
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 | 52.01 | temperature | 20.0 | 270 | > th | dose independent | rect. | 3 | 21 |
| 6 | 52.48 | temperature | 20.0 | 270 | > th | dose independent | rect. | 18 | 18 |
| 7 | 52.55 | temperature | 20.0 | 270 | > th | dose independent | rect. | 17 | 20 |
| 13 | 52.71 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 9 | 3 |
| 15 | 52.74 | temperature | 20.0 | 270 | > th | dose independent | rect. | 17 | 22 |
| 31 | 53.14 | temperature | 10.0 | 43200 | > th | dose independent | rect. | 14 | 6 |
| 35 | 53.23 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
| 42 | 53.44 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 22 | 22 |
| 51 | 53.57 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 4 | 4 |
| 61 | 53.71 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 62 | 53.72 | temperature | 20.0 | 90 | > th | dose independent | rect. | 19 | 23 |
| 67 | 53.80 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
| 69 | 53.82 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 74 | 53.86 | temperature | 20.0 | 90 | > th | dose independent | rect. | 9 | 15 |
| 77 | 53.87 | temperature | 20.0 | 270 | < th | dose independent | rect. | 22 | 22 |
| 84 | 53.94 | wind | 9.0 | 4320 | < th | dose independent | rect. | 11 | 1 |
| 85 | 53.94 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 1 |
| 87 | 53.94 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 1 |
| 96 | 54.04 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 101 | 54.04 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 1 |
| 107 | 54.09 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
| 112 | 54.11 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 2 |
| 126 | 54.21 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 8 | 23 |
| 130 | 54.23 | temperature | 20.0 | 270 | < th | dose dependent | no | NA | NA |
| 135 | 54.23 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 13 | 23 |
| 136 | 54.24 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
| 140 | 54.25 | wind | 9.0 | 4320 | > th | dose independent | rect. | 9 | 3 |
| 176 | 54.38 | humidity | 80.0 | 1440 | > th | dose dependent | rect. | 10 | 1 |
| 197 | 54.44 | temperature | 20.0 | 270 | < th | dose independent | rect. | 9 | 23 |
| 209 | 54.49 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 23 | 9 |
| 210 | 54.50 | wind | 9.0 | 4320 | > th | dose independent | rect. | 11 | 1 |
| 218 | 54.52 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 3 | 23 |
| 225 | 54.54 | temperature | 20.0 | 270 | < th | dose dependent | sin | 8 | NA |
| 233 | 54.56 | temperature | 20.0 | 90 | > th | dose independent | rect. | 8 | 23 |
| 250 | 54.60 | temperature | 20.0 | 270 | < th | dose independent | no | NA | NA |
| 257 | 54.61 | temperature | 20.0 | 270 | < th | dose independent | rect. | 13 | 23 |
| 262 | 54.62 | wind | 9.0 | 4320 | < th | dose independent | rect. | 9 | 3 |
| 299 | 54.68 | temperature | 20.0 | 270 | < th | dose independent | rect. | 18 | 23 |
| 301 | 54.68 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 22 | 13 |
| 302 | 54.69 | temperature | 20.0 | 270 | > th | dose independent | no | NA | NA |
| 313 | 54.70 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 10 |
| 330 | 54.73 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 9 |
| 332 | 54.74 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 8 |
| 348 | 54.77 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 8 |
| 359 | 54.78 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 10 |
| 391 | 54.83 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 21 | 15 |
| 434 | 54.90 | wind | 3.0 | 43200 | < th | dose independent | rect. | 3 | 10 |
| 435 | 54.90 | wind | 3.0 | 43200 | < th | dose independent | rect. | 24 | 13 |
| 442 | 54.91 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 7 |
| 482 | 54.94 | wind | 3.0 | 43200 | > th | dose independent | rect. | 3 | 10 |
| 493 | 54.95 | temperature | 20.0 | 90 | > th | dose independent | sin | 0 | NA |
| 497 | 54.95 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 11 |
| 502 | 54.95 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 12 |
| 545 | 54.99 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 3 | 10 |
| 595 | 55.05 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 10 |
| 599 | 55.05 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 10 |
| 601 | 55.06 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 8 |
| 603 | 55.06 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 10 |
| 609 | 55.06 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 8 |
| 778 | 55.25 | wind | 3.0 | 43200 | < th | dose independent | sin | 7 | NA |
| 785 | 55.25 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 793 | 55.26 | wind | 5.0 | 43200 | < th | dose dependent | sin | 7 | NA |
| 796 | 55.27 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 12 | 2 |
| 809 | 55.28 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 3 | 10 |
| 813 | 55.28 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 8 | 12 |
| 838 | 55.31 | wind | 3.0 | 43200 | > th | dose independent | sin | 7 | NA |
| 855 | 55.32 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 6 | 8 |
| 897 | 55.37 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 3 |
| 904 | 55.37 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 3 |
| 931 | 55.41 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 3 |
| 941 | 55.41 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 3 |
| 961 | 55.43 | wind | 1.0 | 43200 | > th | dose dependent | sin | 7 | NA |
| 985 | 55.46 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 1 |
| 986 | 55.46 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 7 | 3 |
| 994 | 55.46 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 1 |
| 996 | 55.46 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 6 | 8 |