Os02g0639600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to MLD (Degenerative spermatocyte homolog 1, lipid desaturase) (Migration-inducing gene 15 protein) (Sphingolipid delta 4 desaturase protein DES1).
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Os02g0639600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to MLD (Degenerative spermatocyte homolog 1, lipid desaturase) (Migration-inducing gene 15 protein) (Sphingolipid delta 4 desaturase protein DES1).
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 418.41 | 0.961 | 3.4 | -0.25 | 0.28 | -1.08 | -0.436 | 5.68 | 0.0152 | 2.56 | 0.3178 | 2981 | -- | -- |
| 439.57 | 0.976 | 3.32 | -0.319 | 0.207 | -0.356 | -0.304 | -- | 0.00187 | 3.1 | 0.0003953 | 3370 | -- | -- |
| 419.06 | 0.953 | 3.4 | -0.24 | 0.273 | -1.05 | -- | 5.65 | 0.0158 | 2.75 | 0.4986 | 2980 | -- | -- |
| 439.93 | 0.977 | 3.31 | -0.32 | 0.216 | -0.303 | -- | -- | 0.0054 | 3.49 | 5.219e-05 | 3360 | -- | -- |
| 423.57 | 0.959 | 3.39 | -0.221 | -- | -0.997 | -- | 5.38 | 0.0215 | -- | 0.2449 | 2985 | -- | -- |
| 440.46 | 0.984 | 3.32 | -0.267 | 0.227 | -- | -0.298 | -- | -0.0274 | 3.35 | -- | -- | -- | -- |
| 440.74 | 0.983 | 3.32 | -0.262 | 0.227 | -- | -- | -- | -0.0257 | 3.5 | -- | -- | -- | -- |
| 442.79 | 0.98 | 3.32 | -0.316 | -- | -0.313 | -- | -- | 0.00377 | -- | 0.0004479 | 3360 | -- | -- |
| 442.29 | 0.979 | 3.31 | -- | 0.222 | -0.155 | -- | -- | 0.0151 | 3.46 | 0.1227 | 3371 | -- | -- |
| 443.61 | 0.984 | 3.32 | -0.252 | -- | -- | -- | -- | -0.0197 | -- | -- | -- | -- | -- |
| 442.54 | 0.984 | 3.32 | -- | 0.221 | -- | -- | -- | 0.00343 | 3.51 | -- | -- | -- | -- |
| 444.52 | 0.982 | 3.31 | -- | -- | -0.153 | -- | -- | 0.0201 | -- | 0.5 | 6720 | -- | -- |
| 445.29 | 0.985 | 3.32 | -- | -- | -- | -- | -- | 0.00827 | -- | -- | -- | -- | -- |
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 | 413.04 | atmosphere | 1005.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 2 | 415.39 | atmosphere | 1000.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 4 | 416.34 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 8 | 417.51 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 5 | 1 |
| 11 | 417.90 | wind | 7.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 13 | 417.90 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 16 | 417.90 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 20 | 417.90 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 29 | 417.90 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 5 | 1 |
| 30 | 417.90 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 40 | 417.90 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 23 |
| 44 | 418.11 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 47 | 418.20 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 1 |
| 48 | 418.25 | humidity | 80.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 49 | 418.46 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 23 |
| 50 | 418.52 | temperature | 20.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 52 | 418.63 | wind | 9.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 53 | 418.63 | temperature | 10.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 55 | 418.63 | temperature | 30.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 56 | 418.63 | humidity | 50.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 60 | 418.63 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 62 | 418.63 | radiation | 20.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 65 | 418.63 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 23 |
| 66 | 418.65 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 72 | 418.74 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 4 | 1 |
| 73 | 418.74 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 74 | 418.77 | radiation | 1.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 76 | 418.96 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 78 | 419.16 | wind | 9.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 79 | 419.30 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 23 |
| 80 | 419.30 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 23 |
| 84 | 419.45 | temperature | 20.0 | 270 | < th | dose independent | rect. | 9 | 1 |
| 88 | 419.64 | wind | 3.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 97 | 420.15 | radiation | 1.0 | 30 | < th | dose independent | rect. | 4 | 3 |
| 98 | 420.20 | radiation | 1.0 | 30 | < th | dose independent | rect. | 4 | 12 |
| 106 | 420.52 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 4 | 13 |
| 206 | 422.76 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 214 | 422.84 | wind | 1.0 | 30 | > th | dose dependent | rect. | 4 | 1 |
| 223 | 423.10 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 23 |
| 225 | 423.13 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 227 | 423.17 | humidity | 90.0 | 10 | < th | dose independent | rect. | 4 | 1 |
| 252 | 423.97 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 8 |
| 265 | 424.16 | humidity | 50.0 | 90 | > th | dose independent | rect. | 5 | 22 |
| 269 | 424.21 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 8 |
| 271 | 424.21 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 8 |
| 272 | 424.22 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 17 | 5 |
| 274 | 424.22 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 17 | 5 |
| 283 | 424.29 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 17 | 7 |
| 342 | 424.71 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 11 | 13 |
| 349 | 424.74 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 8 | 16 |
| 350 | 424.74 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 8 | 16 |
| 352 | 424.75 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 10 | 14 |
| 353 | 424.75 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 8 | 16 |
| 355 | 424.75 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 10 | 14 |
| 461 | 425.21 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 11 | 13 |
| 462 | 425.22 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 17 | NA |
| 469 | 425.25 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 17 | NA |
| 470 | 425.25 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 17 | NA |
| 660 | 425.76 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 17 | NA |
| 699 | 425.88 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 17 | 20 |
| 705 | 425.88 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 17 | 20 |
| 708 | 425.89 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 21 |
| 714 | 425.90 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 7 |
| 777 | 426.02 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 17 | 12 |
| 782 | 426.02 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 1 |
| 783 | 426.02 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 17 | 12 |
| 784 | 426.03 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 17 | 2 |
| 834 | 426.12 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 21 | 1 |
| 836 | 426.12 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 21 | 1 |
| 848 | 426.15 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 21 | 1 |
| 893 | 426.22 | wind | 1.0 | 270 | > th | dose independent | rect. | 2 | 2 |
| 921 | 426.27 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 20 | 23 |
| 926 | 426.28 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 20 | 23 |
| 930 | 426.28 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 20 | 23 |
| 936 | 426.29 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 21 | 3 |
| 942 | 426.30 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 21 | 3 |
| 944 | 426.30 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 21 | 1 |
| 954 | 426.32 | temperature | 30.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 998 | 426.38 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 17 | 20 |