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Os01g0160800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Protein synthesis inhibitor II (EC 3.2.2.22) (Ribosome-inactivating protein II) (rRNA N-glycosidase).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
197 | 0.659 | 8.91 | 1.34 | 1.79 | 1.59 | 0.679 | 1.01 | 0.973 | 16.7 | 29.5 | 10 | -- | -- |
198.4 | 0.661 | 8.89 | 1.51 | 1.77 | 1.55 | 0.369 | -- | 1.01 | 16.7 | 29.5 | 10 | -- | -- |
198.07 | 0.655 | 8.9 | 1.37 | 1.78 | 1.56 | -- | 0.768 | 0.983 | 16.6 | 29.5 | 10 | -- | -- |
198.58 | 0.656 | 8.89 | 1.51 | 1.78 | 1.56 | -- | -- | 1.01 | 16.7 | 29.6 | 10 | -- | -- |
331.14 | 0.852 | 8.93 | 1.13 | -- | 0.264 | -- | 0.103 | 0.714 | -- | 29.5 | 10 | -- | -- |
231.7 | 0.714 | 8.96 | 1.14 | 1.39 | -- | 0.263 | -- | 0.701 | 17.6 | -- | -- | -- | -- |
231.87 | 0.713 | 8.96 | 1.14 | 1.39 | -- | -- | -- | 0.702 | 17.5 | -- | -- | -- | -- |
323.07 | 0.841 | 8.91 | 1.26 | -- | 0.768 | -- | -- | 0.792 | -- | 24.1 | 32 | -- | -- |
252.4 | 0.744 | 8.96 | -- | 1.6 | 1.14 | -- | -- | 0.71 | 17 | 56 | 4 | -- | -- |
332.6 | 0.852 | 8.94 | 1.09 | -- | -- | -- | -- | 0.669 | -- | -- | -- | -- | -- |
265.89 | 0.763 | 8.99 | -- | 1.37 | -- | -- | -- | 0.576 | 17.6 | -- | -- | -- | -- |
354.14 | 0.876 | 8.99 | -- | -- | -0.746 | -- | -- | 0.439 | -- | 35.2 | 360 | -- | -- |
363.97 | 0.89 | 8.97 | -- | -- | -- | -- | -- | 0.548 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
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 | 191.85 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 18 |
2 | 192.15 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 23 | 22 |
3 | 192.51 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 8 | 16 |
5 | 193.17 | temperature | 30.0 | 10 | < th | dose dependent | sin | 2 | NA |
6 | 193.18 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 19 |
10 | 193.84 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 7 | 23 |
11 | 193.88 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 24 | 21 |
26 | 194.43 | temperature | 10.0 | 10 | > th | dose dependent | sin | 3 | NA |
61 | 195.78 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 9 | 23 |
79 | 196.35 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 3 | 23 |
87 | 196.48 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 19 | 23 |
107 | 197.02 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 11 | 23 |
114 | 197.07 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 23 |
117 | 197.19 | temperature | 30.0 | 10 | < th | dose dependent | no | NA | NA |
136 | 197.49 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 15 | 23 |
166 | 197.98 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 6 | 12 |
172 | 198.10 | temperature | 10.0 | 10 | > th | dose dependent | no | NA | NA |
192 | 198.44 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 17 | 23 |
276 | 199.87 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 17 | 22 |
279 | 199.93 | wind | 9.0 | 14400 | > th | dose independent | rect. | 4 | 9 |
311 | 200.41 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 21 | 23 |
328 | 200.52 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 1 | 23 |
337 | 200.62 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 5 | 23 |
357 | 200.82 | temperature | 25.0 | 90 | < th | dose independent | rect. | 5 | 14 |
372 | 201.01 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 3 | 21 |
410 | 201.37 | temperature | 25.0 | 90 | < th | dose independent | sin | 0 | NA |
418 | 201.45 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 21 | 21 |
419 | 201.46 | wind | 9.0 | 14400 | < th | dose independent | rect. | 6 | 6 |
423 | 201.54 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 19 | 23 |
446 | 201.75 | temperature | 25.0 | 90 | > th | dose independent | sin | 0 | NA |
448 | 201.76 | wind | 9.0 | 14400 | < th | dose independent | rect. | 4 | 9 |
472 | 201.97 | wind | 9.0 | 14400 | < th | dose independent | rect. | 1 | 12 |
493 | 202.14 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 20 | 15 |
502 | 202.21 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 23 | 23 |
513 | 202.32 | temperature | 25.0 | 90 | < th | dose independent | rect. | 5 | 16 |
520 | 202.42 | temperature | 25.0 | 90 | < th | dose independent | rect. | 1 | 18 |
521 | 202.42 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
526 | 202.47 | temperature | 25.0 | 270 | < th | dose independent | rect. | 23 | 20 |
530 | 202.48 | temperature | 25.0 | 90 | > th | dose independent | rect. | 7 | 17 |
562 | 202.73 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 4 | 9 |
567 | 202.76 | temperature | 25.0 | 90 | < th | dose independent | rect. | 1 | 20 |
577 | 202.81 | temperature | 25.0 | 90 | > th | dose independent | rect. | 7 | 22 |
640 | 203.27 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 1 |
643 | 203.30 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 3 |
659 | 203.35 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 7 | 23 |
660 | 203.36 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
661 | 203.36 | temperature | 25.0 | 90 | > th | dose independent | rect. | 7 | 9 |
685 | 203.48 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
738 | 203.67 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 17 | 23 |
739 | 203.68 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 2 |
754 | 203.75 | wind | 3.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
765 | 203.81 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 21 | 19 |
777 | 203.87 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 11 | 2 |
803 | 204.00 | temperature | 25.0 | 90 | > th | dose independent | rect. | 7 | 12 |
813 | 204.05 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
814 | 204.05 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
829 | 204.17 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 15 | 23 |
869 | 204.40 | wind | 7.0 | 4320 | > th | dose independent | rect. | 20 | 6 |
887 | 204.48 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 5 |
896 | 204.53 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 4 |
897 | 204.53 | wind | 7.0 | 4320 | < th | dose independent | rect. | 20 | 7 |
899 | 204.53 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 4 |
906 | 204.56 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
920 | 204.64 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 20 | 6 |
937 | 204.72 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 4 |
944 | 204.75 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 11 | 12 |
989 | 204.93 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 6 | 23 |
1000 | 204.98 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 4 |