Os02g0732800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os02g0732800 |
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 = precipitation,
response mode = > th, dose dependency = dose independent, type of G = rect.)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 237.63 | 0.724 | 2.83 | 0.362 | 0.182 | -25.2 | -0.253 | 89.6 | -0.0884 | 4.68 | 1 | 3 | 13 | 1 |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| 270.57 | 0.771 | 2.93 | 0.149 | 0.141 | -- | -0.622 | -- | -0.0953 | 5.25 | -- | -- | -- | -- |
| 271.51 | 0.772 | 2.93 | 0.148 | 0.138 | -- | -- | -- | -0.0926 | 4.66 | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| 272.52 | 0.771 | 2.93 | 0.154 | -- | -- | -- | -- | -0.089 | -- | -- | -- | -- | -- |
| 272.09 | 0.772 | 2.93 | -- | 0.141 | -- | -- | -- | -0.109 | 4.63 | -- | -- | -- | -- |
| -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- | -- |
| 273.15 | 0.771 | 2.94 | -- | -- | -- | -- | -- | -0.106 | -- | -- | -- | -- | -- |
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 | 237.63 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 13 | 1 |
| 4 | 237.63 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 13 | 1 |
| 7 | 238.28 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 14 | 1 |
| 9 | 238.61 | radiation | 10.0 | 10 | < th | dose independent | rect. | 14 | 1 |
| 48 | 244.71 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 9 | 6 |
| 63 | 245.43 | atmosphere | 1000.0 | 30 | < th | dose dependent | rect. | 15 | 1 |
| 66 | 245.44 | atmosphere | 1000.0 | 10 | < th | dose independent | rect. | 15 | 1 |
| 99 | 245.69 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 13 | 1 |
| 225 | 251.03 | temperature | 25.0 | 10 | < th | dose independent | rect. | 12 | 3 |
| 228 | 251.11 | radiation | 10.0 | 270 | < th | dose independent | rect. | 9 | 5 |
| 239 | 251.40 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 2 | 1 |
| 240 | 251.47 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 14 | 1 |
| 248 | 251.73 | radiation | 10.0 | 30 | < th | dose independent | rect. | 9 | 6 |
| 276 | 252.81 | humidity | 80.0 | 10 | > th | dose independent | rect. | 14 | 1 |
| 322 | 253.75 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 13 | 1 |
| 365 | 254.26 | atmosphere | 1000.0 | 90 | < th | dose dependent | rect. | 14 | 16 |
| 397 | 254.59 | radiation | 10.0 | 270 | < th | dose independent | rect. | 19 | 19 |
| 402 | 254.63 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 6 | 9 |
| 406 | 254.69 | atmosphere | 1000.0 | 90 | < th | dose dependent | rect. | 14 | 19 |
| 411 | 254.85 | atmosphere | 1010.0 | 270 | > th | dose independent | rect. | 12 | 1 |
| 424 | 254.98 | radiation | 20.0 | 30 | < th | dose independent | rect. | 20 | 20 |
| 432 | 255.08 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 23 | 5 |
| 435 | 255.11 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 16 | 1 |
| 461 | 255.54 | wind | 3.0 | 30 | < th | dose independent | rect. | 13 | 4 |
| 471 | 255.60 | radiation | 20.0 | 30 | < th | dose independent | rect. | 23 | 17 |
| 478 | 255.67 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 17 | 1 |
| 480 | 255.70 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 17 | 1 |
| 488 | 255.81 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 14 | 1 |
| 491 | 255.83 | temperature | 20.0 | 1440 | < th | dose dependent | rect. | 14 | 3 |
| 514 | 256.05 | wind | 5.0 | 14400 | < th | dose independent | rect. | 22 | 3 |
| 521 | 256.14 | wind | 1.0 | 90 | < th | dose independent | rect. | 14 | 1 |
| 526 | 256.18 | wind | 5.0 | 14400 | > th | dose independent | rect. | 22 | 3 |
| 538 | 256.30 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 15 | 4 |
| 551 | 256.49 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 15 | 4 |
| 568 | 256.77 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 19 | 19 |
| 574 | 256.81 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 15 | 3 |
| 598 | 257.10 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 4 | 2 |
| 610 | 257.21 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 4 | 18 |
| 644 | 257.47 | temperature | 20.0 | 10 | > th | dose independent | rect. | 24 | 1 |
| 646 | 257.48 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 20 | 19 |
| 666 | 257.59 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 14 | 1 |
| 667 | 257.59 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
| 674 | 257.60 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 5 | 14 |
| 679 | 257.62 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 14 | 3 |
| 691 | 257.71 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 12 | 9 |
| 693 | 257.71 | temperature | 15.0 | 4320 | < th | dose dependent | sin | 23 | NA |
| 696 | 257.72 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 14 | 4 |
| 698 | 257.74 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 12 | 5 |
| 702 | 257.76 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 4 | 6 |
| 703 | 257.76 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 8 | 9 |
| 705 | 257.76 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 4 | 17 |
| 706 | 257.77 | wind | 5.0 | 14400 | > th | dose dependent | rect. | 22 | 3 |
| 708 | 257.78 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 17 | 4 |
| 721 | 257.83 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 12 | 9 |
| 722 | 257.83 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 8 | 9 |
| 723 | 257.83 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 4 | 19 |
| 734 | 257.87 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 12 | 6 |
| 778 | 258.02 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 16 | 1 |
| 783 | 258.03 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 4 | 10 |
| 797 | 258.07 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 10 | 7 |
| 800 | 258.10 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 5 | 9 |
| 811 | 258.13 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 18 | 3 |
| 815 | 258.14 | radiation | 20.0 | 30 | < th | dose independent | rect. | 10 | 16 |
| 839 | 258.22 | radiation | 30.0 | 30 | < th | dose dependent | rect. | 23 | 16 |
| 851 | 258.24 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 11 | 7 |
| 859 | 258.26 | atmosphere | 1010.0 | 720 | > th | dose independent | rect. | 2 | 1 |
| 863 | 258.26 | wind | 3.0 | 30 | < th | dose independent | rect. | 13 | 12 |
| 872 | 258.28 | humidity | 90.0 | 1440 | < th | dose independent | rect. | 10 | 9 |
| 894 | 258.34 | radiation | 10.0 | 10 | < th | dose independent | rect. | 6 | 9 |
| 898 | 258.35 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 17 | 6 |
| 908 | 258.38 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 12 | 5 |
| 946 | 258.48 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 12 | 5 |
| 948 | 258.49 | humidity | 90.0 | 1440 | > th | dose independent | sin | 20 | NA |
| 967 | 258.52 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 16 | 1 |
| 987 | 258.57 | temperature | 20.0 | 90 | < th | dose independent | rect. | 2 | 2 |
| 997 | 258.59 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 4 | 19 |
| 1000 | 258.60 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 16 | 1 |