Os10g0492900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Alpha-galactosidase precursor (EC 3.2.1.22) (Melibiase) (Alpha-D- galactoside galactohydrolase).
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Os10g0492900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Alpha-galactosidase precursor (EC 3.2.1.22) (Melibiase) (Alpha-D- galactoside galactohydrolase).
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 279.25 | 0.785 | 8.1 | -0.859 | 0.994 | -0.806 | 1.1 | 3.25 | 0.674 | 7.48 | 9.991 | 1438 | -- | -- |
| 297.3 | 0.803 | 8.1 | -0.77 | 0.994 | -0.803 | 1.11 | -- | 0.675 | 7.49 | 9.996 | 1445 | -- | -- |
| 280.26 | 0.78 | 8.11 | -0.867 | 1.1 | -0.901 | -- | 3.62 | 0.672 | 7.86 | 9.98 | 1316 | -- | -- |
| 300.15 | 0.807 | 8.14 | -0.761 | 1.1 | -0.869 | -- | -- | 0.65 | 7.88 | 9.995 | 1331 | -- | -- |
| 336.71 | 0.855 | 8.11 | -0.827 | -- | -0.61 | -- | 3.6 | 0.673 | -- | 9.999 | 1466 | -- | -- |
| 313.73 | 0.83 | 8.11 | -0.879 | 1 | -- | 1.08 | -- | 0.805 | 7.53 | -- | -- | -- | -- |
| 316.94 | 0.834 | 8.11 | -0.854 | 1 | -- | -- | -- | 0.803 | 7.52 | -- | -- | -- | -- |
| 355.62 | 0.878 | 8.11 | -0.684 | -- | -0.618 | -- | -- | 0.676 | -- | 9.999 | 1473 | -- | -- |
| 313.59 | 0.825 | 8.14 | -- | 1 | -1 | -- | -- | 0.668 | 7.82 | 9.999 | 8568 | -- | -- |
| 370.76 | 0.9 | 8.13 | -0.839 | -- | -- | -- | -- | 0.819 | -- | -- | -- | -- | -- |
| 336.15 | 0.858 | 8.09 | -- | 0.996 | -- | -- | -- | 0.899 | 7.58 | -- | -- | -- | -- |
| 344.87 | 0.865 | 8.1 | -- | -- | -1.06 | -- | -- | 0.76 | -- | 9.929 | 28899 | -- | -- |
| 389.32 | 0.921 | 8.11 | -- | -- | -- | -- | -- | 0.912 | -- | -- | -- | -- | -- |
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 | 264.86 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 11 | 3 |
| 2 | 265.44 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 10 | 5 |
| 5 | 267.49 | temperature | 25.0 | 270 | > th | dose independent | rect. | 10 | 5 |
| 8 | 268.73 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 12 | 1 |
| 10 | 269.37 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 19 | 9 |
| 14 | 269.62 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 17 | 12 |
| 15 | 269.88 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 3 | 12 |
| 18 | 269.91 | wind | 1.0 | 14400 | < th | dose independent | rect. | 22 | 4 |
| 22 | 270.04 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 2 |
| 24 | 270.12 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 12 | 6 |
| 31 | 270.44 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 10 |
| 32 | 270.45 | wind | 1.0 | 14400 | > th | dose independent | rect. | 23 | 3 |
| 33 | 270.47 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 6 |
| 41 | 270.70 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
| 53 | 270.75 | temperature | 25.0 | 10 | > th | dose independent | rect. | 12 | 6 |
| 56 | 270.85 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 16 | 1 |
| 65 | 271.46 | wind | 9.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
| 70 | 271.85 | wind | 9.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
| 74 | 272.20 | radiation | 1.0 | 30 | > th | dose independent | rect. | 12 | 6 |
| 78 | 272.33 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
| 82 | 272.59 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 19 | 20 |
| 88 | 272.74 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
| 91 | 272.95 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 9 |
| 105 | 273.01 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
| 106 | 273.07 | wind | 9.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
| 116 | 273.52 | radiation | 1.0 | 10 | < th | dose dependent | sin | 19 | NA |
| 117 | 273.67 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 118 | 273.67 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 10 | 4 |
| 123 | 273.87 | radiation | 1.0 | 30 | < th | dose independent | sin | 19 | NA |
| 124 | 273.87 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 13 | 1 |
| 128 | 273.91 | wind | 9.0 | 43200 | < th | dose independent | rect. | 1 | 1 |
| 157 | 274.23 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
| 160 | 274.27 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 13 | 2 |
| 165 | 274.33 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 9 |
| 176 | 274.40 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 19 | 16 |
| 179 | 274.47 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 21 | 14 |
| 184 | 274.49 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 8 |
| 192 | 274.55 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 7 | 1 |
| 208 | 274.55 | radiation | 40.0 | 43200 | > th | dose dependent | rect. | 7 | 1 |
| 220 | 274.55 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 21 | 12 |
| 232 | 274.62 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 23 | 11 |
| 236 | 274.66 | wind | 1.0 | 14400 | > th | dose independent | rect. | 20 | 6 |
| 248 | 274.81 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 2 | 7 |
| 251 | 274.82 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 4 | 4 |
| 255 | 274.86 | wind | 1.0 | 14400 | < th | dose dependent | sin | 14 | NA |
| 271 | 274.89 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 2 | 7 |
| 272 | 274.89 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 1 | 9 |
| 280 | 274.91 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 3 | 5 |
| 300 | 275.10 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 13 | 1 |
| 306 | 275.15 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 3 | 2 |
| 307 | 275.16 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 4 | 4 |
| 311 | 275.20 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 1 |
| 318 | 275.25 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 13 | 1 |
| 319 | 275.25 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 8 | 6 |
| 340 | 275.38 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 6 |
| 342 | 275.39 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 3 |
| 353 | 275.42 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 8 |
| 364 | 275.43 | atmosphere | 995.0 | 43200 | < th | dose dependent | sin | 10 | NA |
| 365 | 275.44 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 10 |
| 381 | 275.51 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 12 | 1 |
| 383 | 275.51 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 12 |
| 384 | 275.51 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 12 | 1 |
| 389 | 275.57 | wind | 1.0 | 43200 | < th | dose independent | rect. | 19 | 1 |
| 394 | 275.60 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 12 | 3 |
| 410 | 275.70 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 5 |
| 413 | 275.72 | wind | 9.0 | 43200 | > th | dose independent | rect. | 16 | 1 |
| 414 | 275.73 | wind | 1.0 | 43200 | > th | dose independent | rect. | 19 | 1 |
| 415 | 275.73 | temperature | 25.0 | 270 | > th | dose independent | rect. | 12 | 1 |
| 448 | 276.01 | atmosphere | 995.0 | 43200 | < th | dose independent | sin | 8 | NA |
| 459 | 276.10 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 22 | 1 |
| 464 | 276.15 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 10 |
| 468 | 276.19 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 22 | 1 |
| 482 | 276.24 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 14 |
| 492 | 276.28 | temperature | 25.0 | 270 | > th | dose dependent | sin | 2 | NA |
| 502 | 276.33 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 11 | 2 |
| 504 | 276.33 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 11 | 2 |
| 527 | 276.45 | radiation | 10.0 | 43200 | > th | dose independent | sin | 9 | NA |
| 551 | 276.56 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 14 | 1 |
| 554 | 276.56 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 1 |
| 677 | 277.06 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 8 | NA |
| 689 | 277.13 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 14 | 1 |
| 692 | 277.13 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 14 | 1 |
| 702 | 277.22 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 19 | 9 |
| 724 | 277.29 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 23 | 3 |
| 725 | 277.29 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 22 | 6 |
| 726 | 277.29 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 21 | 8 |
| 735 | 277.30 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 22 | 6 |
| 739 | 277.30 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 22 | 4 |
| 779 | 277.35 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 23 | 3 |
| 849 | 277.48 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 2 |
| 873 | 277.51 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 3 | 1 |
| 876 | 277.52 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
| 880 | 277.53 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 886 | 277.56 | radiation | 40.0 | 270 | > th | dose independent | rect. | 12 | 1 |
| 888 | 277.56 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 12 | 3 |
| 889 | 277.57 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 1 | 3 |
| 905 | 277.61 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 1 | 1 |
| 933 | 277.61 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 967 | 277.64 | temperature | 25.0 | 10 | > th | dose dependent | rect. | 12 | 9 |