Os02g0717300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Mitochondrial import inner membrane translocase, subunit Tim17/22 family protein.
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Os02g0717300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Mitochondrial import inner membrane translocase, subunit Tim17/22 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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 15.91 | 0.187 | 12.7 | -0.905 | 0.188 | 0.53 | -0.202 | 1.69 | -0.264 | 5.84 | 23.11 | 1836 | -- | -- |
| 18.84 | 0.202 | 12.7 | -0.675 | 0.201 | 0.249 | -0.154 | -- | -0.226 | 5.39 | 36.55 | 1113 | -- | -- |
| 16 | 0.186 | 12.7 | -0.901 | 0.187 | 0.53 | -- | 1.67 | -0.263 | 5.81 | 23 | 1868 | -- | -- |
| 18.7 | 0.201 | 12.6 | -0.663 | 0.203 | 0.297 | -- | -- | -0.205 | 5.73 | 25.74 | 1264 | -- | -- |
| 17.8 | 0.196 | 12.7 | -0.894 | -- | 0.537 | -- | 1.67 | -0.257 | -- | 23 | 1911 | -- | -- |
| 19.83 | 0.209 | 12.7 | -0.746 | 0.194 | -- | -0.145 | -- | -0.269 | 5.98 | -- | -- | -- | -- |
| 19.88 | 0.209 | 12.7 | -0.747 | 0.193 | -- | -- | -- | -0.268 | 6.01 | -- | -- | -- | -- |
| 19.45 | 0.205 | 12.6 | -0.645 | -- | 0.376 | -- | -- | -0.182 | -- | 26.9 | 421 | -- | -- |
| 21.79 | 0.217 | 12.6 | -- | 0.195 | 0.582 | -- | -- | -0.0258 | 5.82 | 24.6 | 47520 | -- | -- |
| 21.81 | 0.218 | 12.7 | -0.742 | -- | -- | -- | -- | -0.264 | -- | -- | -- | -- | -- |
| 34.6 | 0.275 | 12.6 | -- | 0.182 | -- | -- | -- | -0.185 | 6.21 | -- | -- | -- | -- |
| 23.77 | 0.227 | 12.6 | -- | -- | 0.576 | -- | -- | -0.0243 | -- | 24.48 | 47520 | -- | -- |
| 36.33 | 0.281 | 12.6 | -- | -- | -- | -- | -- | -0.181 | -- | -- | -- | -- | -- |
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 | 13.75 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
| 2 | 14.34 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 4 |
| 4 | 14.41 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 2 |
| 10 | 14.74 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 21 | 10 |
| 13 | 14.80 | wind | 1.0 | 43200 | > th | dose independent | rect. | 4 | 4 |
| 14 | 14.82 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
| 26 | 14.91 | wind | 1.0 | 43200 | < th | dose independent | rect. | 4 | 4 |
| 35 | 14.97 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 2 |
| 41 | 15.04 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 9 | 3 |
| 48 | 15.08 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 10 | 1 |
| 50 | 15.09 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 10 | 1 |
| 60 | 15.19 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 14 |
| 65 | 15.22 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 9 | 2 |
| 68 | 15.22 | wind | 3.0 | 14400 | < th | dose dependent | sin | 10 | NA |
| 69 | 15.22 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 77 | 15.25 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 3 | 5 |
| 85 | 15.29 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 1 |
| 86 | 15.29 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 7 | 1 |
| 108 | 15.34 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 3 |
| 111 | 15.35 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 1 |
| 112 | 15.35 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 1 |
| 120 | 15.38 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 14 |
| 122 | 15.39 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 13 |
| 123 | 15.39 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 14 |
| 126 | 15.39 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 14 |
| 155 | 15.48 | wind | 1.0 | 14400 | < th | dose independent | rect. | 2 | 9 |
| 156 | 15.48 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |
| 159 | 15.49 | wind | 1.0 | 14400 | > th | dose independent | rect. | 2 | 10 |
| 167 | 15.50 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 13 |
| 177 | 15.52 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 15 | 1 |
| 178 | 15.52 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 4 |
| 196 | 15.55 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 216 | 15.57 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 7 | 1 |
| 229 | 15.59 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 5 | 6 |
| 233 | 15.60 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 8 |
| 251 | 15.61 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 11 |
| 253 | 15.62 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
| 260 | 15.63 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 261 | 15.63 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 2 |
| 264 | 15.63 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 266 | 15.63 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 2 |
| 271 | 15.64 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 2 |
| 276 | 15.64 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 16 |
| 303 | 15.67 | wind | 1.0 | 43200 | < th | dose independent | rect. | 23 | 9 |
| 308 | 15.68 | wind | 1.0 | 14400 | > th | dose independent | sin | 9 | NA |
| 316 | 15.68 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 2 |
| 338 | 15.70 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 17 |
| 345 | 15.70 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 3 | 9 |
| 346 | 15.70 | humidity | 70.0 | 4320 | > th | dose dependent | rect. | 3 | 11 |
| 356 | 15.71 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 17 |
| 361 | 15.71 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 17 |
| 366 | 15.72 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 21 | 18 |
| 398 | 15.75 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 13 |
| 404 | 15.76 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 1 |
| 407 | 15.76 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 3 |
| 412 | 15.76 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 8 |
| 427 | 15.78 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 5 |
| 432 | 15.78 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 5 |
| 437 | 15.79 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 5 |
| 442 | 15.79 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 16 |
| 449 | 15.79 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 8 |
| 452 | 15.80 | wind | 3.0 | 14400 | > th | dose independent | rect. | 22 | 4 |
| 454 | 15.80 | wind | 1.0 | 14400 | > th | dose independent | rect. | 21 | 8 |
| 477 | 15.81 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 12 | 5 |
| 486 | 15.82 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 5 |
| 495 | 15.82 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 10 |
| 502 | 15.83 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 7 |
| 508 | 15.83 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 22 | 17 |
| 523 | 15.84 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 21 | 2 |
| 527 | 15.84 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 8 |
| 542 | 15.84 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 8 |
| 551 | 15.85 | wind | 1.0 | 14400 | < th | dose independent | sin | 9 | NA |
| 554 | 15.85 | wind | 1.0 | 14400 | > th | dose independent | rect. | 23 | 13 |
| 567 | 15.86 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 568 | 15.86 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 2 |
| 569 | 15.86 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 7 |
| 570 | 15.86 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 8 |
| 578 | 15.86 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 3 | NA |
| 580 | 15.86 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 7 |
| 590 | 15.87 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 5 |
| 601 | 15.87 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 5 |
| 614 | 15.88 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 621 | 15.89 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 2 |
| 624 | 15.89 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 1 |
| 626 | 15.89 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 2 |
| 636 | 15.90 | wind | 1.0 | 4320 | < th | dose independent | rect. | 7 | 1 |
| 646 | 15.90 | humidity | 70.0 | 4320 | > th | dose dependent | sin | 4 | NA |
| 677 | 15.91 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 10 |
| 697 | 15.92 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 19 | 8 |
| 766 | 15.95 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
| 772 | 15.95 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 22 | 9 |
| 800 | 15.96 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 10 |
| 816 | 15.96 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 10 |
| 822 | 15.97 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 21 | 2 |
| 827 | 15.97 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 12 |
| 828 | 15.97 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 12 |
| 848 | 15.97 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 12 |
| 852 | 15.97 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 2 | 18 |
| 861 | 15.98 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 10 |
| 874 | 15.98 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 15 | NA |
| 893 | 15.98 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 10 | 18 |
| 935 | 16.00 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 2 | NA |
| 936 | 16.00 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 2 | NA |
| 945 | 16.00 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 22 | 14 |
| 951 | 16.00 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 2 | NA |
| 952 | 16.00 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 2 | 1 |
| 972 | 16.00 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 20 |