Os11g0209700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Phosphatidylinositol 4-kinase (EC 2.7.1.67).
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Os11g0209700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Phosphatidylinositol 4-kinase (EC 2.7.1.67).
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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 = radiation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35.29 | 0.279 | 10.3 | 0.214 | 0.526 | 0.793 | -0.143 | 1.08 | -0.108 | 4.94 | 1.171 | 1376 | -- | -- |
| 35.81 | 0.279 | 10.2 | 0.318 | 0.514 | 0.63 | -0.183 | -- | -0.0875 | 4.88 | 1.948 | 1353 | -- | -- |
| 35.34 | 0.277 | 10.3 | 0.213 | 0.524 | 0.808 | -- | 1.1 | -0.108 | 4.85 | 1.17 | 1373 | -- | -- |
| 35.9 | 0.279 | 10.2 | 0.321 | 0.513 | 0.632 | -- | -- | -0.0857 | 4.87 | 1.92 | 1355 | -- | -- |
| 38.31 | 0.288 | 10.3 | 0.265 | -- | 1 | -- | 1.02 | -0.135 | -- | 2.596 | 2216 | -- | -- |
| 40.13 | 0.297 | 10.3 | 0.198 | 0.531 | -- | -0.223 | -- | -0.161 | 5.85 | -- | -- | -- | -- |
| 40.25 | 0.297 | 10.3 | 0.196 | 0.53 | -- | -- | -- | -0.16 | 5.85 | -- | -- | -- | -- |
| 36.55 | 0.282 | 10.3 | 0.298 | -- | 0.965 | -- | -- | -0.0791 | -- | 2.294 | 2166 | -- | -- |
| 38.47 | 0.289 | 10.2 | -- | 0.526 | 0.595 | -- | -- | -0.0903 | 4.63 | 2.684 | 1327 | -- | -- |
| 54.82 | 0.346 | 10.3 | 0.212 | -- | -- | -- | -- | -0.147 | -- | -- | -- | -- | -- |
| 41.26 | 0.3 | 10.3 | -- | 0.533 | -- | -- | -- | -0.182 | 5.84 | -- | -- | -- | -- |
| 38.74 | 0.29 | 10.3 | -- | -- | 0.927 | -- | -- | -0.109 | -- | 2.673 | 2181 | -- | -- |
| 56.01 | 0.349 | 10.3 | -- | -- | -- | -- | -- | -0.171 | -- | -- | -- | -- | -- |
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 | 34.64 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 3 | 9 |
| 3 | 34.70 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 4 |
| 11 | 34.79 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 8 | 4 |
| 14 | 34.80 | radiation | 1.0 | 720 | > th | dose independent | rect. | 17 | 19 |
| 34 | 34.92 | humidity | 70.0 | 1440 | > th | dose dependent | sin | 4 | NA |
| 36 | 34.93 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 5 | 7 |
| 62 | 35.03 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 8 | 4 |
| 73 | 35.06 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 5 | 7 |
| 105 | 35.13 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 2 |
| 114 | 35.14 | humidity | 60.0 | 1440 | > th | dose dependent | rect. | 21 | 15 |
| 157 | 35.24 | humidity | 80.0 | 1440 | > th | dose independent | sin | 4 | NA |
| 181 | 35.28 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
| 185 | 35.29 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 10 | 1 |
| 190 | 35.30 | humidity | 80.0 | 1440 | < th | dose independent | sin | 4 | NA |
| 201 | 35.32 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 2 |
| 227 | 35.36 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 14 |
| 237 | 35.37 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 14 |
| 244 | 35.37 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 14 |
| 254 | 35.39 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 6 | 2 |
| 264 | 35.40 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 6 | 2 |
| 270 | 35.40 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 20 | 22 |
| 291 | 35.43 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 10 | 1 |
| 295 | 35.43 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 1 |
| 398 | 35.53 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 22 | 13 |
| 434 | 35.54 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 17 | 21 |
| 455 | 35.55 | humidity | 80.0 | 720 | > th | dose dependent | rect. | 4 | 17 |
| 456 | 35.55 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 2 | 22 |
| 465 | 35.56 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 3 | 20 |
| 475 | 35.57 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 17 | 15 |
| 489 | 35.58 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 16 | NA |
| 490 | 35.58 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 16 | NA |
| 491 | 35.58 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
| 495 | 35.58 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 17 | 15 |
| 499 | 35.58 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 16 | NA |
| 500 | 35.58 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 5 |
| 508 | 35.58 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 1 | 18 |
| 565 | 35.61 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 3 | NA |
| 591 | 35.63 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 18 |
| 592 | 35.63 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 18 |
| 607 | 35.63 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 18 |
| 628 | 35.65 | temperature | 30.0 | 90 | < th | dose independent | rect. | 4 | 13 |
| 635 | 35.65 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 22 | 22 |
| 646 | 35.66 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 1 |
| 648 | 35.66 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 5 |
| 660 | 35.66 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 22 | 22 |
| 663 | 35.66 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 3 |
| 674 | 35.66 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 22 | 22 |
| 676 | 35.67 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 2 | NA |
| 691 | 35.67 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 1 | 3 |
| 705 | 35.68 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 2 | NA |
| 706 | 35.68 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
| 716 | 35.68 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 2 | NA |
| 719 | 35.68 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 5 |
| 733 | 35.69 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 10 | 2 |
| 740 | 35.69 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 15 |
| 755 | 35.70 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 1 |
| 760 | 35.70 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 12 |
| 761 | 35.70 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 6 | 16 |
| 762 | 35.70 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 16 | 16 |
| 772 | 35.71 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 1 |
| 774 | 35.71 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 8 |
| 783 | 35.71 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 1 |
| 787 | 35.71 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 8 |
| 800 | 35.72 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 2 |
| 803 | 35.72 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 8 |
| 836 | 35.72 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 17 | 21 |
| 852 | 35.73 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 3 | NA |
| 875 | 35.74 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 15 |
| 893 | 35.74 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 15 |
| 902 | 35.75 | wind | 1.0 | 43200 | > th | dose independent | rect. | 24 | 4 |
| 934 | 35.76 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 4 |
| 959 | 35.76 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 4 |
| 977 | 35.77 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 1 |
| 990 | 35.77 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 15 |