Os12g0104400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Fatty acid acyl-CoA desaturase family protein.
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Os12g0104400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Fatty acid acyl-CoA desaturase 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 156.91 | 0.589 | 8.84 | -2.32 | 1.39 | 1.43 | -1.36 | -4.51 | -0.864 | 9.73 | 24.66 | 2689 | -- | -- |
| 162.49 | 0.594 | 8.74 | -1.24 | 1.37 | 1.12 | -1.15 | -- | -0.847 | 9.67 | 23.07 | 9773 | -- | -- |
| 163.65 | 0.596 | 8.82 | -2.26 | 1.4 | 1.39 | -- | -4.14 | -0.833 | 9.55 | 24.78 | 2709 | -- | -- |
| 167.21 | 0.602 | 8.75 | -1.26 | 1.34 | 1.1 | -- | -- | -0.865 | 9.43 | 22.29 | 9762 | -- | -- |
| 271.15 | 0.767 | 8.86 | -2.11 | -- | 1.21 | -- | -3.46 | -0.845 | -- | 22.87 | 4458 | -- | -- |
| 201.37 | 0.665 | 8.66 | -0.702 | 1.28 | -- | -1.22 | -- | -0.447 | 9.39 | -- | -- | -- | -- |
| 206.53 | 0.673 | 8.66 | -0.75 | 1.3 | -- | -- | -- | -0.45 | 9.19 | -- | -- | -- | -- |
| 267.55 | 0.762 | 8.81 | -1.48 | -- | 1.19 | -- | -- | -0.942 | -- | 20.45 | 11575 | -- | -- |
| 199.51 | 0.658 | 8.69 | -- | 1.38 | 0.768 | -- | -- | -0.624 | 9.35 | 26.5 | 8266 | -- | -- |
| 303.79 | 0.814 | 8.7 | -0.754 | -- | -- | -- | -- | -0.444 | -- | -- | -- | -- | -- |
| 221.35 | 0.696 | 8.64 | -- | 1.3 | -- | -- | -- | -0.367 | 9.23 | -- | -- | -- | -- |
| 297.1 | 0.803 | 8.71 | -- | -- | 0.627 | -- | -- | -0.457 | -- | 28.24 | 7152 | -- | -- |
| 318.79 | 0.833 | 8.68 | -- | -- | -- | -- | -- | -0.36 | -- | -- | -- | -- | -- |
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 | 151.74 | temperature | 25 | 720 | > th | dose dependent | rect. | 18 | 14 |
| 2 | 153.46 | temperature | 25 | 720 | > th | dose dependent | rect. | 18 | 5 |
| 24 | 156.56 | temperature | 25 | 720 | > th | dose dependent | sin | 12 | NA |
| 25 | 156.59 | wind | 3 | 43200 | > th | dose dependent | rect. | 12 | 1 |
| 31 | 156.80 | wind | 9 | 43200 | < th | dose dependent | rect. | 11 | 2 |
| 36 | 157.14 | humidity | 90 | 43200 | < th | dose independent | rect. | 21 | 1 |
| 41 | 157.60 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 1 |
| 48 | 158.12 | humidity | 90 | 43200 | < th | dose independent | sin | 16 | NA |
| 50 | 158.16 | humidity | 90 | 43200 | > th | dose dependent | rect. | 21 | 2 |
| 52 | 158.18 | wind | 5 | 43200 | > th | dose dependent | rect. | 10 | 6 |
| 54 | 158.23 | humidity | 90 | 43200 | < th | dose independent | rect. | 10 | 18 |
| 59 | 158.32 | temperature | 25 | 43200 | > th | dose independent | rect. | 23 | 1 |
| 60 | 158.32 | humidity | 90 | 43200 | < th | dose independent | rect. | 8 | 21 |
| 62 | 158.35 | humidity | 90 | 43200 | < th | dose independent | rect. | 12 | 15 |
| 67 | 158.41 | humidity | 90 | 43200 | < th | dose independent | rect. | 13 | 13 |
| 71 | 158.46 | temperature | 25 | 43200 | < th | dose independent | rect. | 23 | 1 |
| 72 | 158.46 | humidity | 90 | 43200 | > th | dose dependent | rect. | 14 | 11 |
| 87 | 158.63 | humidity | 90 | 43200 | < th | dose independent | rect. | 15 | 11 |
| 94 | 158.66 | wind | 3 | 43200 | > th | dose dependent | rect. | 3 | 13 |
| 99 | 158.70 | humidity | 90 | 43200 | > th | dose dependent | rect. | 17 | 7 |
| 111 | 158.80 | humidity | 90 | 43200 | > th | dose independent | sin | 17 | NA |
| 124 | 158.89 | wind | 5 | 43200 | > th | dose independent | rect. | 9 | 6 |
| 126 | 158.90 | humidity | 90 | 43200 | > th | dose independent | rect. | 14 | 10 |
| 130 | 158.92 | humidity | 90 | 43200 | < th | dose independent | rect. | 12 | 22 |
| 132 | 158.93 | wind | 5 | 43200 | < th | dose independent | rect. | 9 | 6 |
| 143 | 158.99 | humidity | 90 | 43200 | > th | dose independent | rect. | 11 | 16 |
| 150 | 159.01 | humidity | 90 | 43200 | < th | dose independent | rect. | 24 | 23 |
| 163 | 159.04 | temperature | 25 | 43200 | > th | dose dependent | rect. | 22 | 1 |
| 170 | 159.10 | humidity | 90 | 43200 | < th | dose independent | rect. | 20 | 23 |
| 173 | 159.11 | humidity | 90 | 43200 | < th | dose independent | no | NA | NA |
| 174 | 159.11 | humidity | 90 | 43200 | < th | dose independent | rect. | 15 | 20 |
| 175 | 159.12 | humidity | 90 | 43200 | < th | dose independent | rect. | 16 | 23 |
| 181 | 159.14 | wind | 7 | 43200 | > th | dose independent | rect. | 3 | 13 |
| 203 | 159.21 | wind | 5 | 43200 | < th | dose independent | rect. | 3 | 14 |
| 211 | 159.23 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 6 |
| 217 | 159.23 | humidity | 90 | 43200 | > th | dose independent | rect. | 8 | 22 |
| 222 | 159.25 | wind | 7 | 43200 | < th | dose independent | rect. | 5 | 11 |
| 243 | 159.29 | wind | 7 | 43200 | < th | dose independent | rect. | 7 | 9 |
| 246 | 159.30 | humidity | 90 | 43200 | > th | dose dependent | sin | 17 | NA |
| 254 | 159.32 | wind | 5 | 43200 | < th | dose independent | sin | 1 | NA |
| 257 | 159.32 | humidity | 70 | 14400 | < th | dose independent | rect. | 18 | 14 |
| 263 | 159.33 | wind | 3 | 43200 | > th | dose dependent | sin | 2 | NA |
| 274 | 159.36 | humidity | 90 | 43200 | < th | dose independent | rect. | 2 | 23 |
| 286 | 159.40 | temperature | 25 | 14400 | > th | dose independent | rect. | 19 | 1 |
| 321 | 159.49 | wind | 5 | 43200 | > th | dose independent | sin | 1 | NA |
| 327 | 159.51 | humidity | 90 | 43200 | < th | dose independent | rect. | 10 | 1 |
| 364 | 159.55 | humidity | 90 | 43200 | > th | dose independent | rect. | 12 | 22 |
| 393 | 159.63 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 18 | 1 |
| 415 | 159.67 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 4 |
| 423 | 159.69 | temperature | 30 | 43200 | > th | dose independent | rect. | 16 | 1 |
| 430 | 159.71 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 444 | 159.73 | temperature | 30 | 43200 | < th | dose independent | rect. | 16 | 1 |
| 449 | 159.74 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 4 |
| 463 | 159.75 | humidity | 90 | 43200 | > th | dose independent | rect. | 1 | 23 |
| 477 | 159.78 | humidity | 90 | 43200 | > th | dose independent | no | NA | NA |
| 492 | 159.80 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 23 |
| 496 | 159.80 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 21 |
| 515 | 159.82 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 20 |
| 545 | 159.85 | humidity | 90 | 43200 | > th | dose independent | rect. | 15 | 23 |
| 554 | 159.86 | humidity | 90 | 43200 | > th | dose independent | rect. | 4 | 23 |
| 607 | 159.94 | temperature | 30 | 43200 | < th | dose independent | rect. | 15 | 16 |
| 614 | 159.95 | temperature | 30 | 43200 | > th | dose independent | rect. | 15 | 4 |
| 626 | 159.95 | temperature | 30 | 43200 | < th | dose independent | rect. | 15 | 14 |
| 632 | 159.96 | temperature | 30 | 43200 | < th | dose independent | sin | 13 | NA |
| 633 | 159.96 | temperature | 30 | 43200 | < th | dose independent | rect. | 15 | 5 |
| 645 | 159.97 | temperature | 30 | 43200 | < th | dose independent | rect. | 15 | 10 |
| 646 | 159.97 | temperature | 30 | 43200 | < th | dose independent | rect. | 15 | 12 |
| 664 | 159.98 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 18 |
| 674 | 159.99 | radiation | 20 | 4320 | < th | dose dependent | rect. | 18 | 3 |
| 684 | 160.00 | temperature | 25 | 43200 | > th | dose dependent | sin | 12 | NA |
| 690 | 160.01 | temperature | 30 | 43200 | > th | dose independent | sin | 13 | NA |
| 692 | 160.01 | temperature | 30 | 43200 | > th | dose independent | rect. | 13 | 1 |
| 703 | 160.02 | temperature | 30 | 43200 | > th | dose independent | rect. | 13 | 21 |
| 704 | 160.02 | temperature | 30 | 43200 | < th | dose independent | rect. | 13 | 21 |
| 709 | 160.03 | temperature | 30 | 43200 | > th | dose independent | rect. | 13 | 6 |
| 733 | 160.04 | temperature | 30 | 43200 | < th | dose independent | rect. | 13 | 1 |
| 750 | 160.05 | temperature | 30 | 43200 | < th | dose independent | rect. | 13 | 18 |
| 756 | 160.06 | temperature | 30 | 43200 | < th | dose independent | rect. | 13 | 7 |
| 757 | 160.06 | temperature | 30 | 43200 | < th | dose independent | rect. | 13 | 16 |
| 762 | 160.07 | temperature | 25 | 14400 | < th | dose independent | rect. | 19 | 1 |
| 902 | 160.14 | humidity | 80 | 43200 | > th | dose dependent | rect. | 10 | 3 |
| 915 | 160.16 | temperature | 30 | 43200 | > th | dose dependent | rect. | 14 | 1 |
| 958 | 160.21 | temperature | 30 | 43200 | > th | dose independent | rect. | 18 | 23 |
| 965 | 160.22 | temperature | 30 | 43200 | < th | dose independent | rect. | 18 | 23 |
| 972 | 160.23 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 2 |
| 975 | 160.23 | wind | 5 | 43200 | < th | dose independent | rect. | 3 | 19 |
| 983 | 160.24 | temperature | 30 | 43200 | > th | dose independent | rect. | 8 | 9 |
| 984 | 160.24 | temperature | 30 | 43200 | > th | dose independent | rect. | 10 | 9 |