Os06g0156700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os06g0156700 |
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 = temperature,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 265.38 | 0.765 | 3 | 0.273 | 0.214 | 1.04 | -0.22 | 1.46 | 0.205 | 8.76 | 19.6 | 1009 | -- | -- |
| 269.81 | 0.765 | 2.96 | 0.485 | 0.261 | 0.865 | -0.106 | -- | 0.257 | 8.71 | 19.52 | 1032 | -- | -- |
| 265.52 | 0.759 | 3 | 0.275 | 0.216 | 1.03 | -- | 1.39 | 0.207 | 8.94 | 19.58 | 1014 | -- | -- |
| 269.52 | 0.765 | 2.96 | 0.483 | 0.227 | 0.805 | -- | -- | 0.26 | 8.97 | 19.7 | 1026 | -- | -- |
| 267.7 | 0.762 | 3.01 | 0.332 | -- | 1.18 | -- | 1.49 | 0.202 | -- | 19.02 | 961 | -- | -- |
| 281.35 | 0.786 | 2.99 | 0.157 | 0.303 | -- | 0.0834 | -- | 0.104 | 9.99 | -- | -- | -- | -- |
| 281.37 | 0.786 | 2.99 | 0.16 | 0.303 | -- | -- | -- | 0.104 | 9.93 | -- | -- | -- | -- |
| 272.28 | 0.769 | 2.97 | 0.472 | -- | 0.818 | -- | -- | 0.256 | -- | 19.7 | 933 | -- | -- |
| 273.86 | 0.771 | 2.97 | -- | 0.252 | 0.508 | -- | -- | 0.187 | 9.04 | 20.53 | 981 | -- | -- |
| 286.89 | 0.791 | 3 | 0.157 | -- | -- | -- | -- | 0.104 | -- | -- | -- | -- | -- |
| 282.05 | 0.786 | 3 | -- | 0.303 | -- | -- | -- | 0.0861 | 9.89 | -- | -- | -- | -- |
| 277.06 | 0.775 | 2.98 | -- | -- | 0.588 | -- | -- | 0.186 | -- | 20.29 | 953 | -- | -- |
| 287.54 | 0.791 | 3.01 | -- | -- | -- | -- | -- | 0.0866 | -- | -- | -- | -- | -- |
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 | 255.67 | radiation | 40 | 1440 | > th | dose dependent | rect. | 15 | 1 |
| 18 | 259.46 | temperature | 20 | 270 | < th | dose dependent | rect. | 6 | 13 |
| 20 | 259.68 | temperature | 20 | 270 | < th | dose dependent | rect. | 6 | 2 |
| 22 | 259.82 | radiation | 40 | 1440 | > th | dose independent | rect. | 15 | 1 |
| 43 | 260.09 | temperature | 20 | 270 | < th | dose dependent | rect. | 6 | 6 |
| 48 | 261.23 | wind | 7 | 30 | > th | dose independent | rect. | 12 | 3 |
| 50 | 261.58 | radiation | 30 | 90 | < th | dose independent | rect. | 9 | 1 |
| 51 | 261.61 | radiation | 20 | 10 | < th | dose independent | rect. | 10 | 1 |
| 53 | 261.65 | wind | 7 | 10 | > th | dose dependent | rect. | 12 | 3 |
| 57 | 262.05 | wind | 3 | 90 | > th | dose dependent | rect. | 8 | 1 |
| 59 | 262.23 | humidity | 90 | 90 | > th | dose independent | rect. | 8 | 1 |
| 88 | 262.30 | temperature | 30 | 90 | < th | dose dependent | rect. | 8 | 3 |
| 90 | 262.67 | temperature | 25 | 90 | < th | dose independent | rect. | 8 | 3 |
| 91 | 262.77 | temperature | 30 | 720 | < th | dose dependent | rect. | 8 | 1 |
| 97 | 263.12 | temperature | 30 | 30 | < th | dose dependent | rect. | 9 | 1 |
| 103 | 263.32 | wind | 3 | 90 | > th | dose independent | rect. | 8 | 1 |
| 104 | 263.36 | wind | 7 | 90 | > th | dose dependent | rect. | 8 | 1 |
| 106 | 263.43 | radiation | 40 | 90 | < th | dose dependent | rect. | 9 | 1 |
| 107 | 263.43 | temperature | 30 | 90 | < th | dose dependent | rect. | 8 | 11 |
| 114 | 263.64 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 9 | 1 |
| 115 | 263.65 | wind | 3 | 10 | > th | dose independent | rect. | 10 | 1 |
| 118 | 263.67 | wind | 7 | 90 | > th | dose independent | rect. | 8 | 1 |
| 128 | 263.83 | wind | 5 | 10 | > th | dose dependent | rect. | 10 | 1 |
| 134 | 263.87 | temperature | 20 | 270 | < th | dose independent | rect. | 6 | 3 |
| 155 | 264.33 | temperature | 20 | 270 | < th | dose independent | rect. | 6 | 12 |
| 167 | 264.57 | temperature | 25 | 720 | < th | dose independent | rect. | 8 | 1 |
| 211 | 265.48 | temperature | 20 | 720 | > th | dose independent | rect. | 5 | 9 |
| 218 | 265.57 | temperature | 25 | 10 | < th | dose independent | rect. | 10 | 1 |
| 227 | 265.71 | humidity | 90 | 90 | > th | dose dependent | rect. | 8 | 1 |
| 236 | 265.92 | wind | 9 | 90 | > th | dose dependent | rect. | 22 | 12 |
| 267 | 266.18 | temperature | 25 | 720 | < th | dose dependent | sin | 2 | NA |
| 277 | 266.27 | temperature | 10 | 720 | > th | dose dependent | rect. | 2 | 6 |
| 280 | 266.28 | temperature | 30 | 720 | < th | dose dependent | rect. | 22 | 12 |
| 315 | 266.56 | temperature | 25 | 720 | > th | dose independent | rect. | 5 | 6 |
| 323 | 266.63 | temperature | 30 | 720 | < th | dose dependent | rect. | 1 | 9 |
| 332 | 266.67 | wind | 1 | 10 | > th | dose dependent | rect. | 9 | 1 |
| 390 | 267.04 | temperature | 20 | 720 | > th | dose dependent | rect. | 5 | 3 |
| 410 | 267.12 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 14 |
| 462 | 267.34 | temperature | 20 | 720 | < th | dose independent | sin | 2 | NA |
| 485 | 267.45 | atmosphere | 1015 | 1440 | > th | dose dependent | rect. | 24 | 12 |
| 497 | 267.50 | temperature | 20 | 720 | > th | dose independent | rect. | 5 | 3 |
| 500 | 267.51 | radiation | 30 | 10 | > th | dose independent | rect. | 13 | 1 |
| 581 | 267.76 | wind | 7 | 30 | > th | dose independent | rect. | 17 | 1 |
| 585 | 267.76 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 17 | 1 |
| 586 | 267.76 | temperature | 20 | 720 | > th | dose dependent | rect. | 5 | 6 |
| 599 | 267.81 | temperature | 25 | 720 | > th | dose independent | sin | 3 | NA |
| 616 | 267.86 | radiation | 40 | 720 | < th | dose independent | rect. | 17 | 17 |
| 619 | 267.87 | temperature | 10 | 720 | > th | dose dependent | rect. | 3 | 9 |
| 623 | 267.89 | temperature | 20 | 720 | < th | dose independent | rect. | 1 | 17 |
| 633 | 267.91 | temperature | 10 | 720 | > th | dose dependent | rect. | 24 | 15 |
| 647 | 267.94 | temperature | 25 | 720 | < th | dose independent | rect. | 2 | 13 |
| 655 | 267.96 | atmosphere | 1015 | 1440 | > th | dose independent | rect. | 24 | 11 |
| 656 | 267.96 | temperature | 20 | 720 | < th | dose independent | rect. | 22 | 20 |
| 658 | 267.97 | atmosphere | 1015 | 1440 | < th | dose independent | rect. | 24 | 11 |
| 675 | 268.01 | temperature | 20 | 720 | > th | dose independent | sin | 1 | NA |
| 713 | 268.08 | temperature | 10 | 720 | > th | dose dependent | rect. | 5 | 10 |
| 719 | 268.11 | temperature | 20 | 270 | < th | dose dependent | sin | 23 | NA |
| 720 | 268.11 | temperature | 20 | 720 | > th | dose dependent | rect. | 7 | 1 |
| 740 | 268.17 | temperature | 15 | 720 | > th | dose dependent | rect. | 2 | 13 |
| 758 | 268.21 | temperature | 25 | 90 | < th | dose independent | rect. | 8 | 11 |
| 774 | 268.25 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 5 |
| 800 | 268.31 | atmosphere | 1015 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 816 | 268.34 | temperature | 15 | 720 | > th | dose dependent | sin | 5 | NA |
| 834 | 268.39 | atmosphere | 1010 | 270 | > th | dose dependent | rect. | 5 | 1 |
| 855 | 268.41 | atmosphere | 1015 | 1440 | > th | dose independent | rect. | 10 | 1 |
| 873 | 268.41 | atmosphere | 1015 | 1440 | > th | dose dependent | rect. | 10 | 1 |
| 903 | 268.46 | atmosphere | 1015 | 1440 | < th | dose independent | rect. | 7 | 5 |
| 910 | 268.47 | atmosphere | 1010 | 270 | > th | dose independent | rect. | 5 | 1 |
| 948 | 268.51 | temperature | 20 | 1440 | < th | dose independent | rect. | 21 | 2 |
| 989 | 268.60 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 2 |