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Os07g0689600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Nicotianamine synthase 3 (EC 2.5.1.43) (S-adenosyl-L-methionine:S- adenosyl-L-methionine:S-adenosyl-methionine 3-amino-3- carboxypropyltransferase 3) (OsNAS3).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
512.29 | 1.06 | 10.6 | -7.59 | 2.22 | 1.61 | 1.11 | 8.97 | -0.327 | 10.7 | 0.9998 | 4277 | -- | -- |
563.84 | 1.11 | 10.3 | -5.93 | 2.04 | 1.05 | 1.25 | -- | 0.159 | 10.9 | 30.61 | 12737 | -- | -- |
512.99 | 1.05 | 10.6 | -7.55 | 2.05 | 1.64 | -- | 9.28 | -0.349 | 10.8 | 0.93 | 4218 | -- | -- |
564 | 1.11 | 10.4 | -5.75 | 2.31 | 1.21 | -- | -- | 0.275 | 10.8 | 50.82 | 14980 | -- | -- |
673.52 | 1.22 | 10.5 | -5.84 | -- | -1.61 | -- | -0.944 | -0.193 | -- | 1.418 | 4060 | -- | -- |
615.7 | 1.16 | 10.4 | -5.85 | 2.37 | -- | 1.83 | -- | -0.136 | 10.9 | -- | -- | -- | -- |
629.71 | 1.18 | 10.4 | -5.78 | 2.36 | -- | -- | -- | -0.132 | 10.8 | -- | -- | -- | -- |
679.34 | 1.22 | 10.5 | -5.84 | -- | -1.62 | -- | -- | -0.196 | -- | 1.418 | 4060 | -- | -- |
1358.04 | 1.72 | 10.6 | -- | 2.15 | 2.29 | -- | -- | 0.598 | 10.7 | 10.02 | 24343 | -- | -- |
974.83 | 1.46 | 10.5 | -5.83 | -- | -- | -- | -- | -0.147 | -- | -- | -- | -- | -- |
1510.57 | 1.82 | 10.3 | -- | 2.41 | -- | -- | -- | 0.512 | 11 | -- | -- | -- | -- |
1495.93 | 1.8 | 10.6 | -- | -- | -1.84 | -- | -- | 0.0539 | -- | 7.904 | 25 | -- | -- |
1871.45 | 2.02 | 10.3 | -- | -- | -- | -- | -- | 0.5 | -- | -- | -- | -- | -- |
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 | 485.62 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 16 | 9 |
4 | 488.34 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 13 | 12 |
6 | 489.74 | wind | 1.0 | 14400 | > th | dose independent | rect. | 16 | 9 |
8 | 489.93 | wind | 1.0 | 14400 | < th | dose independent | rect. | 16 | 9 |
13 | 491.26 | wind | 1.0 | 14400 | > th | dose independent | rect. | 18 | 7 |
14 | 491.57 | wind | 1.0 | 14400 | < th | dose independent | rect. | 18 | 7 |
17 | 491.80 | wind | 1.0 | 14400 | < th | dose independent | rect. | 13 | 12 |
27 | 494.00 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 20 | 4 |
28 | 494.08 | wind | 1.0 | 14400 | > th | dose independent | rect. | 12 | 13 |
45 | 496.13 | wind | 1.0 | 14400 | < th | dose independent | rect. | 20 | 5 |
54 | 497.84 | wind | 1.0 | 14400 | < th | dose dependent | sin | 17 | NA |
58 | 498.94 | wind | 1.0 | 14400 | > th | dose independent | sin | 17 | NA |
64 | 499.57 | wind | 1.0 | 14400 | < th | dose independent | sin | 17 | NA |
104 | 502.99 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 12 | 19 |
131 | 504.91 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 12 | 19 |
132 | 504.92 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 19 | 5 |
164 | 507.19 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 5 | 1 |
166 | 507.39 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
167 | 507.40 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
172 | 507.62 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 13 | 18 |
173 | 507.63 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 17 | 14 |
184 | 507.97 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 15 |
185 | 507.97 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 15 |
197 | 508.43 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 17 | 23 |
217 | 509.21 | radiation | 1.0 | 4320 | < th | dose independent | sin | 12 | NA |
223 | 509.46 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 23 | 1 |
229 | 509.82 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 24 | 7 |
230 | 509.87 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 22 | 9 |
249 | 510.44 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 17 | 23 |
256 | 510.52 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 21 | 6 |
258 | 510.59 | temperature | 15.0 | 270 | > th | dose independent | rect. | 9 | 15 |
263 | 510.84 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 22 | 4 |
264 | 510.84 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 22 | 4 |
267 | 511.02 | radiation | 1.0 | 4320 | > th | dose independent | sin | 13 | NA |
274 | 511.18 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
297 | 511.82 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 21 | 6 |
299 | 511.82 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 21 | 6 |
323 | 512.34 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 24 | 8 |
326 | 512.38 | temperature | 15.0 | 270 | > th | dose independent | rect. | 19 | 18 |
329 | 512.64 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 22 | 18 |
331 | 512.70 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 5 | 11 |
333 | 512.72 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 5 | 11 |
340 | 512.77 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 17 | 1 |
360 | 513.02 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 22 | 9 |
387 | 513.34 | radiation | 1.0 | 4320 | < th | dose dependent | sin | 12 | NA |
397 | 513.60 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 18 | 22 |
415 | 513.98 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 5 | 21 |
425 | 514.11 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 17 | 9 |
427 | 514.12 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 5 | 14 |
431 | 514.20 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 17 | 11 |
444 | 514.35 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 22 | 21 |
448 | 514.38 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 17 | 6 |
457 | 514.42 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 3 | 22 |
464 | 514.45 | radiation | 1.0 | 4320 | < th | dose independent | no | NA | NA |
470 | 514.46 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 24 | 23 |
512 | 514.72 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 24 | 13 |
516 | 514.93 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 24 | 13 |
518 | 514.93 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 24 | 13 |
521 | 515.01 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 5 | 11 |
535 | 515.33 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 24 | 16 |
538 | 515.40 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 22 | 18 |
543 | 515.47 | humidity | 60.0 | 270 | > th | dose independent | rect. | 24 | 9 |
553 | 515.58 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 5 | 14 |
563 | 515.59 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 3 | 10 |
564 | 515.59 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 3 | 10 |
572 | 515.69 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 6 | 3 |
573 | 515.69 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 6 | 3 |
585 | 515.78 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 3 | 10 |
589 | 515.84 | temperature | 15.0 | 270 | > th | dose independent | rect. | 19 | 6 |
600 | 515.93 | radiation | 1.0 | 4320 | > th | dose independent | no | NA | NA |
672 | 516.25 | radiation | 1.0 | 4320 | < th | dose dependent | sin | 7 | NA |
704 | 516.55 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 6 | 3 |
718 | 516.66 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 6 | 3 |
725 | 516.71 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 15 |
734 | 516.81 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 21 | 6 |
783 | 517.30 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 22 | 12 |
805 | 517.41 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 4 | 7 |
806 | 517.41 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 4 | 7 |
869 | 517.65 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 9 |
885 | 517.70 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 24 | 13 |
905 | 517.75 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 9 |
907 | 517.75 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 9 |
911 | 517.76 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 9 |
913 | 517.76 | radiation | 40.0 | 270 | < th | dose independent | rect. | 24 | 9 |
928 | 517.83 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 5 | 14 |
942 | 517.90 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 5 | 20 |