Os11g0591200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Beta-ketoacyl-CoA-synthase.
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Os11g0591200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Beta-ketoacyl-CoA-synthase.
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 86.8 | 0.438 | 8.5 | -0.163 | 0.808 | -0.678 | -0.639 | 0.199 | -0.0786 | 5.61 | 20.5 | 665 | -- | -- |
| 86.91 | 0.434 | 8.49 | -0.124 | 0.811 | -0.697 | -0.587 | -- | -0.0701 | 5.59 | 20.54 | 665 | -- | -- |
| 87.59 | 0.436 | 8.49 | -0.147 | 0.807 | -0.679 | -- | 0.103 | -0.0725 | 5.36 | 20.5 | 665 | -- | -- |
| 87.62 | 0.436 | 8.49 | -0.127 | 0.807 | -0.692 | -- | -- | -0.0671 | 5.36 | 20.59 | 665 | -- | -- |
| 118.7 | 0.507 | 8.51 | -0.176 | -- | -0.659 | -- | 0.266 | -0.0628 | -- | 20.54 | 967 | -- | -- |
| 101.29 | 0.472 | 8.46 | 0.122 | 0.765 | -- | -0.489 | -- | 0.0834 | 5.16 | -- | -- | -- | -- |
| 101.76 | 0.472 | 8.46 | 0.121 | 0.761 | -- | -- | -- | 0.0854 | 4.93 | -- | -- | -- | -- |
| 118.89 | 0.508 | 8.5 | -0.125 | -- | -0.689 | -- | -- | -0.0519 | -- | 20.58 | 966 | -- | -- |
| 88 | 0.437 | 8.49 | -- | 0.803 | -0.655 | -- | -- | -0.0463 | 5.34 | 20.52 | 660 | -- | -- |
| 132.24 | 0.537 | 8.47 | 0.149 | -- | -- | -- | -- | 0.105 | -- | -- | -- | -- | -- |
| 102.15 | 0.473 | 8.46 | -- | 0.763 | -- | -- | -- | 0.0718 | 4.93 | -- | -- | -- | -- |
| 119.24 | 0.509 | 8.5 | -- | -- | -0.649 | -- | -- | -0.0298 | -- | 20.5 | 950 | -- | -- |
| 132.82 | 0.538 | 8.47 | -- | -- | -- | -- | -- | 0.0883 | -- | -- | -- | -- | -- |
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 | 76.82 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 2 | 6 |
| 2 | 77.02 | temperature | 20.0 | 270 | > th | dose independent | rect. | 2 | 6 |
| 4 | 77.33 | temperature | 20.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 5 | 77.49 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
| 17 | 78.41 | temperature | 20.0 | 720 | > th | dose independent | rect. | 20 | 10 |
| 27 | 78.78 | humidity | 70.0 | 270 | > th | dose dependent | rect. | 2 | 5 |
| 31 | 78.92 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 3 | 3 |
| 35 | 79.04 | humidity | 90.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 37 | 79.11 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 3 |
| 43 | 79.42 | humidity | 80.0 | 270 | > th | dose independent | rect. | 2 | 5 |
| 47 | 79.54 | radiation | 10.0 | 270 | < th | dose independent | rect. | 2 | 5 |
| 64 | 79.81 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
| 91 | 80.51 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 3 | 3 |
| 109 | 80.79 | temperature | 20.0 | 720 | > th | dose independent | sin | 10 | NA |
| 111 | 80.79 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 21 |
| 112 | 80.79 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 21 |
| 118 | 80.86 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 3 |
| 119 | 80.86 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 121 | 80.86 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 3 |
| 122 | 80.86 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 125 | 80.86 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 130 | 80.86 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 21 |
| 137 | 80.94 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 20 | 11 |
| 143 | 81.01 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 3 |
| 145 | 81.01 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 3 |
| 151 | 81.12 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 4 | 5 |
| 163 | 81.22 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 19 |
| 165 | 81.22 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 19 |
| 176 | 81.32 | wind | 9.0 | 270 | < th | dose independent | rect. | 2 | 5 |
| 177 | 81.32 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 5 |
| 179 | 81.32 | temperature | 30.0 | 270 | < th | dose independent | rect. | 2 | 5 |
| 180 | 81.32 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 5 |
| 182 | 81.32 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 2 | 5 |
| 183 | 81.32 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 2 | 5 |
| 185 | 81.32 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 19 |
| 196 | 81.42 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 5 |
| 197 | 81.42 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 5 |
| 224 | 81.63 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 15 | 18 |
| 293 | 82.08 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 9 | 19 |
| 297 | 82.12 | radiation | 20.0 | 90 | < th | dose independent | rect. | 15 | 18 |
| 305 | 82.16 | wind | 9.0 | 270 | < th | dose independent | rect. | 7 | 19 |
| 314 | 82.21 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 8 |
| 315 | 82.21 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 7 | 7 |
| 323 | 82.26 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 21 |
| 330 | 82.29 | temperature | 10.0 | 720 | > th | dose dependent | sin | 9 | NA |
| 338 | 82.34 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 16 |
| 351 | 82.41 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 7 | 4 |
| 354 | 82.43 | wind | 9.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
| 396 | 82.62 | temperature | 20.0 | 270 | > th | dose independent | rect. | 2 | 17 |
| 405 | 82.68 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 2 | 13 |
| 407 | 82.70 | wind | 9.0 | 270 | < th | dose dependent | rect. | 2 | 5 |
| 408 | 82.70 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 4 | 17 |
| 415 | 82.74 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 9 | 6 |
| 432 | 82.86 | wind | 9.0 | 90 | < th | dose dependent | rect. | 4 | 5 |
| 433 | 82.86 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 4 | 7 |
| 476 | 83.06 | radiation | 30.0 | 270 | < th | dose independent | rect. | 15 | 15 |
| 488 | 83.10 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 2 | 17 |
| 489 | 83.11 | temperature | 20.0 | 720 | > th | dose independent | rect. | 13 | 17 |
| 493 | 83.12 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 9 |
| 495 | 83.12 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 9 |
| 497 | 83.13 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 19 |
| 515 | 83.19 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 9 | 1 |
| 521 | 83.20 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 7 | 6 |
| 540 | 83.25 | temperature | 10.0 | 270 | > th | dose independent | rect. | 6 | 9 |
| 541 | 83.25 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 9 |
| 542 | 83.25 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 15 |
| 555 | 83.28 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 5 | 17 |
| 556 | 83.29 | wind | 3.0 | 90 | < th | dose independent | rect. | 4 | 5 |
| 560 | 83.30 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 15 |
| 587 | 83.35 | wind | 1.0 | 270 | > th | dose independent | rect. | 6 | 21 |
| 600 | 83.38 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 15 | 15 |
| 628 | 83.47 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 2 | 5 |
| 630 | 83.48 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 3 | 3 |
| 665 | 83.58 | wind | 1.0 | 90 | > th | dose independent | rect. | 9 | 18 |
| 673 | 83.60 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 14 | 19 |
| 705 | 83.70 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 9 |
| 706 | 83.70 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 22 | 12 |
| 749 | 83.84 | temperature | 15.0 | 270 | > th | dose independent | rect. | 12 | 10 |
| 759 | 83.86 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 5 | 4 |
| 772 | 83.91 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 9 |
| 788 | 83.94 | temperature | 10.0 | 270 | > th | dose independent | rect. | 22 | 14 |
| 789 | 83.94 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 22 | 14 |
| 806 | 83.95 | wind | 9.0 | 270 | < th | dose independent | rect. | 6 | 9 |
| 807 | 83.95 | wind | 9.0 | 270 | < th | dose independent | rect. | 12 | 10 |
| 819 | 83.97 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 19 |
| 820 | 83.97 | radiation | 20.0 | 90 | < th | dose independent | rect. | 11 | 22 |
| 861 | 84.04 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 22 | 14 |
| 865 | 84.04 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 22 | 14 |
| 887 | 84.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 15 |
| 891 | 84.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 15 | 15 |
| 913 | 84.14 | wind | 1.0 | 270 | > th | dose independent | rect. | 12 | 10 |
| 929 | 84.20 | wind | 9.0 | 270 | < th | dose independent | rect. | 22 | 14 |
| 954 | 84.28 | radiation | 1.0 | 270 | < th | dose independent | rect. | 3 | 10 |
| 995 | 84.38 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 21 |