Os05g0527800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.
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Os05g0527800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : UDP-glucuronosyl/UDP-glucosyltransferase 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 93.83 | 0.455 | 7.12 | -0.943 | 0.866 | -0.173 | -0.571 | 2.56 | -0.23 | 3.47 | 9.059 | 735 | -- | -- |
| 99.11 | 0.467 | 7.13 | -0.962 | 0.587 | 0.302 | 1.22 | -- | -0.23 | 5.27 | 9.059 | 735 | -- | -- |
| 93.68 | 0.451 | 7.14 | -0.954 | 0.875 | -0.269 | -- | 2.27 | -0.257 | 3.77 | 7.384 | 873 | -- | -- |
| 99 | 0.463 | 7.15 | -0.993 | 0.764 | -0.274 | -- | -- | -0.282 | 3.33 | 18.83 | 1347 | -- | -- |
| 100.52 | 0.467 | 7.16 | -0.855 | -- | 0.758 | -- | 0.753 | -0.227 | -- | 0.08748 | 494 | -- | -- |
| 101.22 | 0.472 | 7.13 | -0.93 | 0.77 | -- | 0.547 | -- | -0.218 | 3.38 | -- | -- | -- | -- |
| 102.04 | 0.473 | 7.13 | -0.94 | 0.77 | -- | -- | -- | -0.221 | 3.14 | -- | -- | -- | -- |
| 102.28 | 0.471 | 7.16 | -0.894 | -- | 0.743 | -- | -- | -0.237 | -- | 0.12 | 487 | -- | -- |
| 122.15 | 0.515 | 7.13 | -- | 0.765 | -0.37 | -- | -- | -0.201 | 3.37 | 19.86 | 6987 | -- | -- |
| 135.78 | 0.544 | 7.13 | -0.908 | -- | -- | -- | -- | -0.201 | -- | -- | -- | -- | -- |
| 125.35 | 0.524 | 7.11 | -- | 0.751 | -- | -- | -- | -0.116 | 3.14 | -- | -- | -- | -- |
| 122.97 | 0.516 | 7.17 | -- | -- | 0.772 | -- | -- | -0.197 | -- | 2.203e-05 | 480 | -- | -- |
| 157.51 | 0.586 | 7.11 | -- | -- | -- | -- | -- | -0.1 | -- | -- | -- | -- | -- |
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 | 85.62 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 5 | 2 |
| 2 | 85.72 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 2 |
| 4 | 86.59 | humidity | 50.0 | 1440 | < th | dose independent | rect. | 16 | 1 |
| 5 | 86.64 | humidity | 50.0 | 1440 | < th | dose dependent | rect. | 16 | 1 |
| 9 | 86.83 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 3 | 3 |
| 11 | 87.05 | temperature | 30.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 27 | 87.33 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 10 |
| 38 | 87.88 | wind | 1.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 42 | 87.97 | wind | 1.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 43 | 88.00 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 19 |
| 63 | 88.22 | humidity | 70.0 | 720 | > th | dose independent | rect. | 18 | 14 |
| 70 | 88.41 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 22 |
| 82 | 88.84 | humidity | 80.0 | 720 | > th | dose independent | rect. | 21 | 1 |
| 83 | 88.86 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 16 | 1 |
| 89 | 89.06 | wind | 3.0 | 10 | < th | dose dependent | rect. | 4 | 8 |
| 93 | 89.13 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 17 | 7 |
| 101 | 89.18 | wind | 5.0 | 10 | < th | dose dependent | rect. | 4 | 15 |
| 105 | 89.19 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 22 |
| 109 | 89.24 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 3 | 9 |
| 110 | 89.24 | temperature | 30.0 | 270 | < th | dose independent | rect. | 24 | 15 |
| 120 | 89.33 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 20 |
| 135 | 89.49 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 14 |
| 140 | 89.51 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 13 |
| 149 | 89.59 | wind | 3.0 | 10 | < th | dose dependent | rect. | 4 | 12 |
| 150 | 89.60 | temperature | 25.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 156 | 89.64 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 162 | 89.68 | wind | 3.0 | 10 | < th | dose dependent | rect. | 4 | 2 |
| 167 | 89.72 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 18 | 1 |
| 177 | 89.85 | humidity | 90.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 182 | 89.88 | temperature | 30.0 | 720 | < th | dose independent | rect. | 18 | 14 |
| 190 | 89.92 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 16 |
| 205 | 90.00 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 10 |
| 210 | 90.01 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 14 | 15 |
| 226 | 90.08 | wind | 3.0 | 10 | < th | dose independent | rect. | 4 | 15 |
| 249 | 90.19 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 253 | 90.20 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 17 | 2 |
| 265 | 90.24 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 12 |
| 295 | 90.34 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 8 |
| 296 | 90.34 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 19 | 5 |
| 311 | 90.41 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 15 | 15 |
| 318 | 90.45 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 326 | 90.48 | temperature | 30.0 | 10 | < th | dose independent | rect. | 4 | 12 |
| 332 | 90.51 | radiation | 1.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 338 | 90.52 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 4 | 1 |
| 339 | 90.52 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 341 | 90.52 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 343 | 90.53 | wind | 7.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 345 | 90.53 | temperature | 10.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 348 | 90.53 | humidity | 50.0 | 90 | > th | dose independent | rect. | 4 | 1 |
| 352 | 90.53 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 4 | 1 |
| 357 | 90.53 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 23 |
| 370 | 90.55 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 18 |
| 376 | 90.57 | radiation | 20.0 | 90 | < th | dose independent | rect. | 15 | 14 |
| 392 | 90.61 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 9 |
| 393 | 90.61 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 10 |
| 397 | 90.61 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 16 | 14 |
| 436 | 90.72 | humidity | 70.0 | 720 | < th | dose independent | rect. | 19 | 12 |
| 437 | 90.73 | humidity | 70.0 | 720 | < th | dose independent | rect. | 19 | 1 |
| 457 | 90.75 | atmosphere | 995.0 | 4320 | > th | dose independent | rect. | 1 | 11 |
| 472 | 90.79 | temperature | 30.0 | 720 | > th | dose independent | rect. | 18 | 1 |
| 487 | 90.79 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 16 |
| 503 | 90.84 | humidity | 80.0 | 720 | < th | dose independent | rect. | 17 | 2 |
| 504 | 90.84 | temperature | 25.0 | 90 | < th | dose independent | rect. | 3 | 8 |
| 521 | 90.87 | wind | 3.0 | 10 | < th | dose independent | rect. | 4 | 12 |
| 536 | 90.91 | humidity | 70.0 | 720 | > th | dose independent | sin | 12 | NA |
| 566 | 90.99 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 23 |
| 571 | 91.00 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 23 | 8 |
| 579 | 91.01 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
| 582 | 91.02 | radiation | 1.0 | 720 | > th | dose independent | rect. | 17 | 12 |
| 601 | 91.05 | humidity | 70.0 | 720 | < th | dose dependent | rect. | 19 | 12 |
| 603 | 91.06 | humidity | 70.0 | 720 | < th | dose dependent | rect. | 19 | 1 |
| 623 | 91.08 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 17 | 13 |
| 658 | 91.16 | radiation | 1.0 | 720 | > th | dose independent | rect. | 17 | 2 |
| 682 | 91.18 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 16 | 11 |
| 696 | 91.22 | temperature | 10.0 | 10 | > th | dose dependent | sin | 0 | NA |
| 697 | 91.23 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 22 | 1 |
| 699 | 91.24 | temperature | 10.0 | 90 | > th | dose dependent | sin | 1 | NA |
| 717 | 91.27 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
| 761 | 91.39 | temperature | 10.0 | 270 | > th | dose dependent | sin | 3 | NA |
| 776 | 91.42 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 23 | 6 |
| 779 | 91.42 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 23 | 6 |
| 781 | 91.42 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 14 |
| 802 | 91.45 | humidity | 80.0 | 720 | > th | dose dependent | rect. | 21 | 2 |
| 827 | 91.49 | humidity | 80.0 | 720 | > th | dose independent | rect. | 5 | 2 |
| 830 | 91.49 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 4 | 2 |
| 837 | 91.50 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 15 | 14 |
| 852 | 91.52 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 6 | 14 |
| 869 | 91.55 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 14 |
| 870 | 91.56 | humidity | 80.0 | 720 | < th | dose independent | rect. | 17 | 4 |
| 873 | 91.56 | temperature | 15.0 | 10 | > th | dose independent | rect. | 6 | 22 |
| 885 | 91.58 | humidity | 70.0 | 720 | < th | dose dependent | rect. | 18 | 14 |
| 888 | 91.59 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 4 | 2 |
| 927 | 91.63 | radiation | 20.0 | 10 | < th | dose independent | rect. | 14 | 16 |
| 931 | 91.63 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 1 | 9 |
| 936 | 91.64 | wind | 3.0 | 10 | < th | dose independent | rect. | 4 | 10 |
| 944 | 91.65 | wind | 7.0 | 270 | < th | dose independent | rect. | 5 | 10 |
| 954 | 91.66 | humidity | 50.0 | 90 | > th | dose independent | rect. | 5 | 10 |
| 956 | 91.67 | temperature | 20.0 | 720 | > th | dose independent | sin | 2 | NA |
| 979 | 91.71 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 4 | 2 |
| 981 | 91.72 | atmosphere | 1010.0 | 720 | < th | dose independent | rect. | 17 | 2 |
| 990 | 91.73 | humidity | 90.0 | 10 | > th | dose independent | rect. | 4 | 2 |
| 993 | 91.73 | radiation | 40.0 | 10 | < th | dose independent | rect. | 4 | 11 |
| 994 | 91.73 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 12 |
| 997 | 91.73 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 18 | 12 |
| 1000 | 91.73 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 18 | 12 |