Draw 2 data sets on one PCA plot

Takes 2 linkS4class{MSnSet} instances as input to plot the two data sets on the same PCA plot. The second data points are projected on the PC1 and PC2 dimensions calculated for the first data set.

plot2Ds(
  object,
  pcol,
  fcol = "markers",
  cex.x = 1,
  cex.y = 1,
  pch.x = 21,
  pch.y = 23,
  col,
  mirrorX = FALSE,
  mirrorY = FALSE,
  plot = TRUE,
  ...
)

Arguments

object: An MSnSet or a MSnSetList. In the latter case, only the two first elements of the list will be used for plotting and the others will be silently ignored.
pcol: If object is an MSnSet, a factor or the name of a phenotype variable (phenoData slot) defining how to split the single MSnSet into two or more data sets. Ignored if object is a MSnSetList.
fcol: Feature meta-data label (fData column name) defining the groups to be differentiated using different colours. Default is markers. Use NULL to suppress any colouring.
cex.x: Character expansion for the first data set. Default is 1.
cex.y: Character expansion for the second data set. Default is 1.
pch.x: Plotting character for the first data set. Default is 21.
pch.y: Plotting character for the second data set. Default is 23.
col: A vector of colours to highlight the different classes defined by fcol. If missing (default), default colours are used (see getStockcol).
mirrorX: A logical indicating whether the x axis should be mirrored?
mirrorY: A logical indicating whether the y axis should be mirrored?
plot: If TRUE (default), a plot is produced.
...: Additinal parameters passed to plot and points.

Value

Used for its side effects of producing a plot. Invisibly returns an object of class plot2Ds, which is a list with the PCA analyses results (see prcomp) of the first data set and the new coordinates of the second data sets, as used to produce the plot and the respective point colours. Each of these elements can be accessed with

data1, data2, col1 and code2

respectively.

Author

Laurent Gatto

Examples

library("pRolocdata")
data(tan2009r1)
data(tan2009r2)
msnl <- MSnSetList(list(tan2009r1, tan2009r2))
plot2Ds(msnl)

## tweaking the parameters
plot2Ds(list(tan2009r1, tan2009r2),
        fcol = NULL, cex.x = 1.5)

## input is 1 MSnSet containing 2 data sets
data(dunkley2006)
plot2Ds(dunkley2006, pcol = "replicate")

## no plot, just the data
res <- plot2Ds(dunkley2006, pcol = "replicate",
               plot = FALSE)
res
#> $pca
#> Standard deviations (1, .., p=8):
#> [1] 2.262922407 1.371773556 0.746055402 0.487710756 0.355766910 0.276373741
#> [7] 0.002122164 0.001415174
#> 
#> Rotation (n x k) = (8 x 8):
#>               PC1        PC2        PC3        PC4        PC5        PC6
#> M1F1A  -0.3962096 -0.2485627 -0.2797386 -0.2859203 -0.1062071 -0.4494687
#> M1F4A  -0.3040624  0.4250988  0.4962665 -0.3052282  0.3844434  0.3348049
#> M1F7A   0.3504491  0.3425841 -0.3419524  0.4256061  0.5524150 -0.2123026
#> M1F11A  0.4114593 -0.1807571  0.1945606  0.2517424 -0.4273908  0.4013499
#> M2F1A  -0.3831189 -0.2855956 -0.3170905  0.2579206  0.2095711  0.4791081
#> M2F4A  -0.2929859  0.4953337  0.2077168  0.4245483 -0.4393174 -0.3114312
#> M2F7A   0.2890872  0.4455778 -0.4616572 -0.5370165 -0.2590656  0.1888524
#> M2F11A  0.3771715 -0.2863752  0.4047969 -0.2131187  0.2215026 -0.3428269
#>                PC7         PC8
#> M1F1A  -0.63833506 -0.02137118
#> M1F4A  -0.35686742 -0.01212579
#> M1F7A  -0.33375608 -0.01103564
#> M1F11A -0.59384097 -0.02020646
#> M2F1A   0.01947284 -0.57510162
#> M2F4A   0.01335776 -0.39401602
#> M2F7A   0.01131747 -0.33684803
#> M2F11A  0.02116750 -0.63198818
#> 
#> $pred
#>                    PC1          PC2           PC3           PC4          PC5
#> AT1G01610 -1.050349635  0.316300182 -0.4354560378 -0.4717085911 -0.265654674
#> AT1G02120 -3.403593297 -0.841328606 -0.5742400859 -0.1597541054 -0.068631737
#> AT1G02520 -0.219741942 -0.730211475 -0.2558058906 -0.5749253925 -0.333262006
#> AT1G03220 -0.313618262 -0.308383387 -0.2462845913 -0.3580387071 -0.537079635
#> AT1G03860  2.421714161 -0.066325248  0.1014359716  0.1978134133 -0.485270224
#> AT1G04120 -3.630468152 -3.794900335 -2.2513650132 -0.7889184116 -0.778115944
#> AT1G04430  1.560910470  1.598369097 -1.0121456555  0.7187892369  0.428565082
#> AT1G04910  1.904968699  1.565199963 -1.2611818211  0.1963304538  0.461726589
#> AT1G05070  1.589096897  0.259500399 -0.9213903633 -0.1477529214  0.315814440
#> AT1G05500 -2.055550554 -1.010860763 -0.4972174629 -0.3827558599 -0.670882521
#> AT1G06530  3.053085096 -0.341114950 -0.0522545901  0.3329020470  0.103202465
#> AT1G06840 -0.500202917 -0.348585919 -0.3193957195 -0.5459456690 -0.450088823
#> AT1G06890  2.173668191  1.533680863 -0.7538317230  0.5043572172  0.041135699
#> AT1G06940  3.512570367 -1.116677696 -0.6551231123  0.3589191934  0.128775891
#> AT1G07510  2.745021562  0.420022724 -0.3224788151  0.0696033128 -0.404859556
#> AT1G07670 -2.218394952  0.075086073 -0.1644250052 -0.1045097206  0.095826895
#> AT1G07810 -2.040102879 -0.730555703 -0.5485869785 -0.0857529924 -0.436199165
#> AT1G08470 -2.201584108 -0.780282069 -0.7976458236 -0.0398830294 -0.522027377
#> AT1G08480  2.630510812  0.201866094  0.2127947188  0.1490507258 -0.135489018
#> AT1G08660  1.676225886  1.696618827 -0.8167454495  1.0567522822  0.607103751
#> AT1G09210 -3.675564827 -1.591375486 -0.9372003753  0.6718798418 -0.833207256
#> AT1G09330 -0.541332464  1.947396453 -0.3602530260 -0.6072151258 -0.059843421
#> AT1G09630 -0.864071458 -0.423062778 -0.7419661996 -0.5243746477 -0.190649902
#> AT1G09870 -3.581036245 -1.381170275 -1.4657215563  0.0262289787 -0.573884809
#> AT1G10130  2.878989177  1.011291009 -1.8447943460 -0.0613129830 -0.263920170
#> AT1G10290 -1.169988331 -0.320420949 -0.0848526722 -0.3933787178  0.117907391
#> AT1G10510  2.591271421 -0.044117868 -0.7679967070  0.4750715899 -0.009809013
#> AT1G10950  1.639577358  1.006411643 -1.4368189109 -0.4471998851  0.205168893
#> AT1G11320  4.680664560 -1.466863352 -0.9447548187  0.4350601929  0.323937220
#> AT1G11330 -0.203010440 -0.972907968 -0.3415612516 -0.5330785559 -0.213963590
#> AT1G11580 -1.820402548 -1.178173366 -1.5167753131 -0.0221541986 -0.292920737
#> AT1G11680 -3.077217826 -1.107015699 -0.7265420018 -0.0326267865 -0.253654965
#> AT1G12840 -3.293944043 -3.713439100 -1.8957152520 -0.0791611735 -0.323539540
#> AT1G13280  0.190482366 -0.297159301 -0.1464249829 -0.0614714173 -0.176323708
#> AT1G13900 -0.983837075  1.916452139 -0.1788916917 -0.4995034238  0.447627688
#> AT1G14010 -2.898532527 -1.158526111 -0.9334585639 -0.4670193318 -0.139552844
#> AT1G14320 -1.896493562 -1.621614479 -0.7025623313 -0.3090875764  0.088360343
#> AT1G14670  3.097754436  2.535414807 -1.9774144461  0.4521018662  1.134454222
#> AT1G14830 -0.840162096 -0.537522374 -0.1554331351 -0.5949426219 -0.026800023
#> AT1G14850 -0.177334316  0.332923904 -0.1190156726 -0.1846605267 -0.064597614
#> AT1G14870  0.130929950 -0.723004199 -0.0514447225 -0.6107554353  0.125923018
#> AT1G15210 -0.320968027 -0.527441419  0.2245467346 -0.5851154393  0.036986051
#> AT1G15500  3.889884506 -1.012700513 -0.6202125964  0.4775710563  0.282531741
#> AT1G15690 -3.418733039 -4.100140342 -2.0305015377 -0.3841391148 -0.410240428
#> AT1G16920  0.157178241 -0.286659483 -1.1741644683 -0.1784881647 -0.489103835
#> AT1G17290 -0.451408248 -1.488569995 -0.4739133518  0.6306826920 -0.134587877
#> AT1G17500 -1.004467001 -0.568956993 -0.3757369869 -0.3336340648 -0.204482573
#> AT1G18260 -2.937642738 -0.639818597 -0.6638617128 -0.1653558868 -0.383507262
#> AT1G18540 -2.871427990 -0.312558627 -0.3150961069  0.7046802273 -0.280923680
#> AT1G18700 -2.481485649 -0.727999395 -0.7375613330 -0.0784999772 -0.348557206
#> AT1G19360  3.162320598  1.896723217 -1.9895174132  0.3684003076  0.274269248
#> AT1G19370 -2.727361709 -1.190107768 -0.8361814603 -0.4673857352 -0.594147521
#> AT1G19430  0.708404955  1.762094079 -0.0208681213  0.6054237209  0.639573891
#> AT1G19710  1.382874597  0.178190396 -1.5729631061  0.0307360549  0.128865602
#> AT1G20330 -2.537959531 -0.506463650 -0.4598469608  0.0197327604 -0.383165974
#> AT1G21480  1.089366197  1.665476483 -0.5255217783 -0.4755943596  0.114996026
#> AT1G21750 -3.569333293 -2.017986181 -1.0695684278  0.6688106135 -0.456449500
#> AT1G22200 -2.773048261 -1.032075283 -0.9055604928  0.3345720432 -0.481516058
#> AT1G22280 -0.208575653 -0.280588958  0.1587840585 -0.4734486149 -0.255915314
#> AT1G22530 -0.089646121 -0.025015534  0.3325992472 -0.4676254066 -1.153040622
#> AT1G24510 -1.167118530 -1.585268220 -0.6024646470 -1.0532840515 -0.121543164
#> AT1G26850  0.619796282  2.201475157 -0.1490331473  0.6442730697  0.412519269
#> AT1G27190 -0.303695671 -0.641172147 -0.2068433240 -0.7724642295 -0.329610806
#> AT1G27390  2.732416868  0.111156545 -0.0334024752 -0.0867567712  0.008163107
#> AT1G27770 -2.384575694 -0.482919527 -0.3077582070 -0.1202191573 -0.455842679
#> AT1G27930  0.555707593  1.854113803  0.0303548961  0.7354022821  0.475313445
#> AT1G27950 -0.099443154 -0.732219892 -0.4918447942 -0.8758408620 -0.065648583
#> AT1G27980 -3.405069514 -1.396735251 -1.0702607602  0.0534324320 -0.306665367
#> AT1G28340 -0.970276403  1.844799861  0.2514203209 -0.8945965232  0.738278808
#> AT1G29020 -2.276444921 -3.082465971 -1.6976887395 -0.4273107107 -0.265857238
#> AT1G29470  0.641126284  1.960892191 -0.1295967666  0.6600896432  0.461083667
#> AT1G29790  1.813132869  1.336125715 -1.3187005310  0.0323250576  0.222040290
#> AT1G29980 -0.818182096  0.262933355 -0.1537593809 -0.4933512513 -0.251217224
#> AT1G30000  1.330073240  0.716567815 -1.4514788360 -0.0676541138  0.526385153
#> AT1G30360 -0.109440282 -1.215086695 -0.1656273415 -0.4008509158 -0.056011989
#> AT1G30400 -2.649532157 -3.362806548 -2.1256388465 -0.1341056076 -0.167229249
#> AT1G31130 -1.525107437  2.219914566  0.9708907853 -0.1763575897  0.316377890
#> AT1G31850  0.985352860  1.550902283  0.0479050257  0.3028892237  0.690301187
#> AT1G32090  0.462704626 -0.218824720 -0.6714969882 -0.7813746327 -0.064172478
#> AT1G32210 -1.776455700 -0.428947559 -0.2978503410 -0.1781018942  0.153092266
#> AT1G34130 -2.970115600 -0.781584175 -0.5831495769  0.2468932755 -0.635296320
#> AT1G35620 -2.822242231 -1.064050804 -0.5329637747 -0.3826852842 -0.339701197
#> AT1G42960  4.399374946 -2.174295573  0.4157874127  0.5492124852  0.010759672
#> AT1G43170 -1.372765372 -1.446863049 -0.4090795080 -0.3061163634 -0.002978293
#> AT1G43890 -1.072795777 -1.282762928 -0.5016716858 -0.7262797965 -0.575395717
#> AT1G43910 -2.171309856  0.091942945 -0.3165136883  0.3307599776 -0.338361139
#> AT1G44170 -2.556087757 -1.116734431 -0.9128156065 -0.3769079123 -0.434174346
#> AT1G47260  2.400469983 -0.387779382  0.3888808866  0.1894731319 -0.085068204
#> AT1G48920  1.780084205  0.265115459  0.0582180111 -0.8824300057  0.281127277
#> AT1G49710  2.049884419  1.571619533 -1.3447655837  0.3312191042 -0.365965487
#> AT1G50460  2.565030755 -0.295431754 -0.0208296478 -0.2544185164  0.016118796
#> AT1G51540  1.846652456  2.195425138 -0.9627236977  0.5468194194  0.290515301
#> AT1G51570 -2.177224055 -0.838783568 -0.7002957875 -0.4043321272 -0.338792927
#> AT1G51590  3.341014419  1.574157881 -2.0468145885  0.1946406989  0.342116603
#> AT1G51630  0.557671236  1.853196037 -0.0009943414  0.7428387144 -0.058600552
#> AT1G51760 -3.441717861 -1.929071268 -1.1509684192  0.1687074302 -0.084216991
#> AT1G51980  1.817333266 -0.373491345  0.1489412534 -0.3152620800 -0.154837378
#> AT1G52260 -3.533889703 -1.029664074 -0.3977573190  0.4630514117 -0.879980172
#> AT1G52600 -2.510970665 -0.435384410 -0.7668336548 -0.1342126497 -0.570960244
#> AT1G52780 -1.242722369  2.372955524  0.3851476729  0.1253520442  0.671094495
#> AT1G53000  3.058072655 -0.187218185  0.2950901199  0.5767021805 -0.281965353
#> AT1G53210 -3.349186136 -4.159832390 -2.2080480593 -0.2327281336 -0.236064036
#> AT1G53760  2.609271443 -0.061558992 -0.0698744032  0.3829010718 -0.019496714
#> AT1G53840 -1.604524634  1.736071056  0.5554811074 -0.5606661212  0.526166793
#> AT1G54000 -1.167365755 -2.215925067 -1.6194384463 -0.1680980570 -0.193621875
#> AT1G54990 -2.843982779 -0.604818969 -0.4167085357  0.0899534299 -0.282916018
#> AT1G55130  1.957525390  1.767673120 -1.5988432761  0.9735944211 -0.071344612
#> AT1G55160  3.342148817 -1.018553827  0.3365791871  0.1742687118 -0.487147750
#> AT1G55850 -2.862875808 -0.853384873 -0.8330345060  0.0259107207 -0.402123735
#> AT1G56070  0.013503508 -1.337522602 -0.8901508352 -0.1050857886  0.523734328
#> AT1G56140 -0.118935103 -0.903081230 -0.4794500288 -0.2061577764 -0.659004160
#> AT1G56340 -3.947838755 -1.998443740 -1.0134595875  0.5338110039 -0.599502225
#> AT1G59820 -0.050422123  0.921763366 -0.4034128277 -0.6716382893  0.311385526
#> AT1G59870 -0.002916187 -0.185540103 -0.3407414196 -0.5531454125 -0.004729137
#> AT1G61770 -2.533236270 -0.572479891 -0.2989016869  0.1177400279 -0.616743451
#> AT1G61790 -2.449507676 -0.515866070 -0.6462261726  0.4573943930 -0.867315996
#> AT1G63010 -2.726801073 -3.295300742 -1.8392131411 -0.7341663597 -0.612135629
#> AT1G63050 -1.790953440 -0.519168216  0.1675397056 -0.7344515054  0.096218308
#> AT1G64090 -3.348839836 -0.866008175 -0.5085578375 -0.4415540130 -0.238349511
#> AT1G64880  1.257810428  0.782616847  0.0894969122  0.7560944505 -0.257470523
#> AT1G64950 -2.042639647 -0.555782016 -0.3656029434 -0.1034051422 -0.324332699
#> AT1G65020 -2.129074237 -0.147389833 -0.3212590183 -0.0566584380 -0.515722893
#> AT1G65270 -2.730076891 -1.101719178 -1.1415522506 -0.4622097668 -0.191751810
#> AT1G65540  2.917565430 -0.675726945  0.1890622173  0.2662041588 -0.430837760
#> AT1G65820 -2.890479431 -0.859602885 -0.3479732691  0.0863275915 -0.463786013
#> AT1G66270 -1.935597537 -1.222082153 -0.2844098448 -0.6888350807 -0.594319968
#> AT1G66280 -3.139455088 -1.305666349 -0.0977118514 -0.5623479991 -0.039583943
#> AT1G67490 -1.936106770 -0.532219227 -0.4227913397 -0.1100357157 -0.652773344
#> AT1G67730 -1.937162892 -0.360891925 -0.3950341127 -0.3155537968 -0.340531674
#> AT1G69460 -3.016289824 -1.661093046 -1.3778192225 -0.5756812789 -0.826561625
#> AT1G69840 -0.651042427 -1.700053183 -0.8447189042 -0.6205360196 -0.247143617
#> AT1G70770 -2.303129231 -0.396270447 -0.5256039772  0.4352114247 -0.659907767
#> AT1G71220 -3.532307241 -1.649790431 -0.8831647349  0.1247527838 -0.455173500
#> AT1G71780 -3.172098769 -0.840074994 -0.8216044252 -0.1714623768 -0.261427541
#> AT1G72090 -3.094755697 -0.286449132  0.0421828417  0.3702790628 -0.347740797
#> AT1G72370  0.811253884 -1.708966447 -0.3546196151 -0.6887447690 -0.027781273
#> AT1G72480 -0.395145435  2.237370095  0.3786338856  1.3643327788  0.547020053
#> AT1G73990  1.747119605 -0.042242247 -0.0267713440  1.4839602463 -0.845795283
#> AT1G74380  1.959593419  1.038618934 -1.6477298789  0.3634086375  0.088490920
#> AT1G74790 -0.044549229 -0.831714913 -0.3426193068 -0.4143070798 -0.340258297
#> AT1G75140 -2.646622248 -0.821075647 -0.6955186460  0.1238370109 -0.286314043
#> AT1G76040 -1.015661505 -0.550876752  0.2668267084 -0.0970972202 -0.594415638
#> AT1G76270  2.376377283  1.210830736 -1.9966321810  0.1608861586  0.207279152
#> AT1G76400 -2.652661046 -0.385331503 -0.6528702470 -0.1262422680 -0.528844667
#> AT1G77120 -0.865558674 -1.724565213 -0.9445777296 -0.3503444409 -0.402048400
#> AT1G77510 -3.345691767 -2.353425962 -1.3774742244 -0.5998185948 -0.443472983
#> AT1G77590  2.785925579 -0.924715097 -0.5499487572  0.3543375737  0.534852606
#> AT1G78240  2.867656897  1.717058334 -1.6121315934  0.0527157454 -0.152385810
#> AT1G78850 -1.126281565 -0.901736117 -1.0026832527 -0.1922861377 -0.572308423
#> AT1G78900 -3.727552070 -4.228692884 -2.2790581747 -0.3018209089 -0.486011672
#> AT1G78920 -0.051394249  0.427008192 -0.7446134923  0.1125174342  0.033488178
#> AT1G79560  3.992998257 -1.640125382 -0.2919140450  0.6432985524 -0.067830712
#> AT1G79940 -2.264933842 -0.596104742 -0.5504665307 -0.3438640161 -0.423541245
#> AT1G80300  4.040508994 -0.988418139 -0.6464001282  0.1030862055  0.379811018
#> AT1G80950 -2.028155649 -1.236659015 -0.3705576957 -0.5881846083 -0.414008567
#> AT2G01250 -1.797553823 -0.402329069  0.3022125586 -0.4212559578  0.157079845
#> AT2G01270  1.031014791  1.399167074 -0.6831840199  0.9245578250  0.503942202
#> AT2G01470 -2.938563281 -0.949485697 -0.6717782641 -0.2370403115 -0.558905093
#> AT2G01630  0.028051706 -0.885319018 -0.2043644512 -0.9504370081 -0.496835921
#> AT2G01720 -2.519490434 -0.708146776 -0.5274720328 -0.0135713259 -0.742024761
#> AT2G01970  2.431722172  1.431992311 -1.0565241488  0.5241283178  0.040224501
#> AT2G02040 -3.415903569 -3.853169342 -1.9296240418 -0.2524021317 -0.544098594
#> AT2G03120 -2.710372517 -0.749891155 -0.5182412868 -0.3474867787 -0.493396482
#> AT2G03510 -3.046160203 -0.799299573 -0.6557183465 -0.2666277552 -0.315668298
#> AT2G04280  0.628120358  2.517985834 -0.1219012993  0.7774809831  0.624961000
#> AT2G04350 -2.480823466 -0.891534243 -0.6832934960 -0.3405245791 -0.606036803
#> AT2G04780  0.092954674 -1.077889689 -0.9450472463 -0.8506079882 -0.557061115
#> AT2G04940  2.496437790 -0.203785496 -0.4283900497  0.2744856229 -0.682409323
#> AT2G09990 -2.117844575 -2.153609884 -0.7178757695 -0.5956437763  0.101776231
#> AT2G14720 -1.498700968  1.890520999  0.5768697279 -0.5195123539  0.784780809
#> AT2G14740 -1.301380788  2.230542770  0.0154000947 -0.8188257064  0.630546319
#> AT2G16060 -0.482734506 -1.769759030 -0.7604791082 -0.3618286148 -0.630461104
#> AT2G16460  2.518025935 -0.345286347  0.1078082475  0.5062197539 -0.213492943
#> AT2G16530 -2.564459876 -0.775168874 -0.7122673177  0.9802863490 -0.463406401
#> AT2G16640  4.551437041 -1.056066432 -1.0194990757  0.0431358058  0.326273681
#> AT2G16660 -3.824100655 -3.989380342 -2.2973338496 -0.6132885002 -0.976374277
#> AT2G16760 -2.219470833 -0.431950263 -0.5451964947 -0.2997132177 -0.140575267
#> AT2G17440  0.222178070 -0.243598483 -0.5312176641 -0.8887006606 -0.615529962
#> AT2G17720 -1.206012903  0.163490019 -0.9712275447 -0.1623768837 -0.319831190
#> AT2G18193 -1.031350595  1.185568746  0.1633239370  0.6962016418 -0.697411495
#> AT2G18330  2.934875132 -0.143763164 -0.3951704391  0.9782636327 -0.180501947
#> AT2G18690 -0.836866810 -2.988281703 -0.8138407498  1.1549548245 -1.490572175
#> AT2G18960 -0.366736712 -0.933425621  0.0575176930 -0.7589436185 -0.337092502
#> AT2G19080  3.039399974  0.192255721 -0.1847199573  0.3590825443  0.762562671
#> AT2G19860  2.752872508 -0.412217144 -0.2773523751  0.1460899277  0.539716772
#> AT2G20360  1.536536150  0.234357285 -0.2196418742  0.2018459167  0.239757099
#> AT2G20370  1.461429479  1.914528440 -0.7558185981  0.7221127533  0.464888429
#> AT2G20450 -1.793569352 -0.770469869 -0.4065960902 -0.6890586156 -0.092834919
#> AT2G20800  2.599365451  0.377436754  0.0536123265  0.6428539877  0.395213135
#> AT2G20807  0.517264175  0.219817438 -1.0988644460 -0.2218312509 -0.164984750
#> AT2G20940  2.732746404 -0.354291740  0.4182247874 -0.1289611381 -0.388585145
#> AT2G20990 -2.037247656 -1.049009786 -0.5190165107 -0.2623938879 -0.522246747
#> AT2G21160 -2.260209345 -0.318760743 -0.6354261014 -0.1105258234 -0.758689407
#> AT2G21410 -3.173524229 -3.911091714 -2.1561470977 -0.4958876660 -0.787497981
#> AT2G21600 -2.982005543 -1.148005813 -1.4463534295 -0.3760197912 -0.509184698
#> AT2G21870  2.538766369 -0.076957702  0.0860654597  0.0356387955  0.003843476
#> AT2G22900  0.351089331  2.078517697 -0.2715268867  0.6925437332  0.431248467
#> AT2G23810  0.290111604 -0.170133056 -0.8307972082 -0.7853676762  0.082332959
#> AT2G24180 -2.311750239 -0.700007614 -0.8429677200 -0.0765588629 -0.703235443
#> AT2G24420 -3.131004112 -0.938950703 -0.6139077961 -0.2185262119 -0.388934064
#> AT2G25110 -2.549486712 -0.252343074 -0.4177474814 -0.4893766966 -0.137903423
#> AT2G26140  2.456660592 -0.300163252  0.4401777895  0.2013946824  0.411238606
#> AT2G26250 -1.735168935 -0.111434865 -0.5692017393  0.1500267657 -0.763030947
#> AT2G26300 -0.238481473 -0.752884845  0.4155621504 -0.6959863897 -0.039707261
#> AT2G27490 -0.708804148 -1.142828267 -0.4630282872 -0.5701588290 -0.409481515
#> AT2G27730  2.277149904 -0.746314234  0.3885575414 -0.3244319132 -0.572141700
#> AT2G28520 -0.561578289  1.698060468 -0.0106583732 -0.6164357102  0.556875748
#> AT2G29080  2.683151881 -0.082227120  0.0996991539 -0.0077261013 -0.229783857
#> AT2G29960 -2.926472101 -1.824770038 -1.3903906948 -0.3730838523 -0.608135438
#> AT2G29990  2.953287516 -0.181024579  0.1292332159  0.0465517563 -0.065654422
#> AT2G30490 -3.227232133 -1.531168141 -0.9867639722 -0.1698153489 -0.522063728
#> AT2G30860  0.340036035 -1.501014306 -0.3301644575 -0.3319859902  0.306476363
#> AT2G30930 -2.183513050 -2.407232033 -1.2583663182  0.1514079916  0.033449988
#> AT2G31190  3.550096030 -0.675670659 -0.6315818111  0.9930833828 -0.250636113
#> AT2G31390 -0.595409088 -2.039689795 -0.9173995433 -0.3257312633 -0.038534958
#> AT2G32240 -1.715941728 -1.597700483 -1.2507168771  0.3579706536 -0.079240427
#> AT2G32440 -3.768278915 -1.477785601 -0.8314153544  0.0418108626 -0.133897946
#> AT2G32920 -4.114377491 -2.601146991 -1.5603087210  0.0982890850 -0.590814608
#> AT2G33040  2.220232550 -0.013406746 -0.1850427569  0.3020577540 -0.059930645
#> AT2G33220  2.713264136 -0.023111963  0.6282865436 -0.2250387069  0.310364033
#> AT2G33630 -2.460596190 -0.563686261 -0.6086983790  0.6103400240 -0.655373106
#> AT2G34300 -0.291924357  1.815273546  0.3815606616  0.5172340085  0.637714963
#> AT2G34660 -2.869584564 -3.324844936 -1.8500478645 -0.4659011573  0.026363164
#> AT2G35610  0.534454763  1.979968609  0.0662757214  0.6132528244  0.060495545
#> AT2G35720  2.640858242 -0.592739159  0.1535122896  0.2543941134 -0.537001258
#> AT2G36160 -1.423096908 -1.242113662 -0.8699818433 -0.0771558194 -0.036673576
#> AT2G36290 -3.204928773 -1.358741763 -1.3275468254  0.4619545253 -0.683778548
#> AT2G36380 -0.150161575 -0.938803866 -0.2804053961 -0.4018131834 -0.358853694
#> AT2G36910 -0.439723430 -0.850136936 -0.0388654092 -1.0016215980 -0.276525172
#> AT2G37050 -0.184652637 -0.391751384  0.3335889664 -0.2392990542  0.117020031
#> AT2G37170 -1.272772526 -0.625021514 -0.2911421023 -0.0665052051 -0.600345592
#> AT2G37400  3.234862174 -1.820379384 -0.3792251195  0.7014205729 -0.527823188
#> AT2G37860  4.389578322 -1.301317128 -0.4529280890  0.3824955533 -0.108496688
#> AT2G38530  0.157280263 -0.474983988 -0.5737768245 -0.1653677588 -0.298024820
#> AT2G38550  3.564236098 -0.831766339 -0.2911025695  0.0449396357  0.488845549
#> AT2G38650  2.505467379  2.178670845 -1.3780779235  0.5646786691  0.579376325
#> AT2G38960 -2.841361018 -1.036491864 -1.1296642513 -0.1953923245 -0.356321304
#> AT2G39480 -0.440792678 -0.560784770 -0.4816299333 -0.7297297589 -0.203180841
#> AT2G39630 -1.492002910 -0.755014655 -0.4711016534 -0.3893415275 -0.112235074
#> AT2G39960 -2.414856814 -0.811027899 -0.8975365837 -0.2758048410 -0.706459234
#> AT2G40280  0.449138527  1.623261142  0.4133738466  0.4522521317  0.735228928
#> AT2G40890 -3.321730680 -1.083179712 -0.6326828948 -0.1903887731 -0.562644064
#> AT2G41560 -3.198187101 -3.726545247 -2.0396282841 -0.5724101942 -0.291268470
#> AT2G42210  3.048563290 -0.295577304  0.1975878574  0.0669571059 -0.109609583
#> AT2G43350 -0.890108562  0.017919798 -1.0265026374 -0.5227862990 -0.297825422
#> AT2G43610 -0.281288161 -0.292083387 -0.2096443715  0.3863256375  0.039656775
#> AT2G43950  3.788802508 -0.851672503 -0.7453187454  0.6070624227  0.352454012
#> AT2G44640  4.513159459 -1.094335545 -0.7345274559  0.4590387378  0.207242098
#> AT2G45060  2.387264555 -0.147392225  0.1803483020  0.3776676003 -0.345359343
#> AT2G45140 -2.399309842 -0.601818950 -0.3836265258  0.3422021641 -0.205345279
#> AT2G45470 -0.065795006 -1.245317744 -0.5840274213 -0.3181216192 -0.372112829
#> AT2G45510 -2.534591711 -0.599126434 -0.5257851008  0.0437466346 -0.403866128
#> AT2G45820 -0.396108912 -0.891017514  0.4291174083 -0.3531002079 -0.745700738
#> AT2G46170 -2.197029982 -1.444165544 -0.8360849622  0.0570792547 -0.769817310
#> AT2G47000  0.035341027 -0.874673654 -0.4095474961 -0.5424178064 -0.292017615
#> AT2G47470 -3.749502086 -1.825131166 -1.0342235210  0.0003809747 -0.661442065
#> AT2G47650  2.271394200  1.678560589 -1.3183235250  0.3825852359 -0.213188613
#> AT2G47800 -2.525163551 -3.394479461 -1.9556965326 -0.0979737004 -0.366142395
#> AT2G47840  4.169532217 -1.072794265 -0.3682741798  0.1923736269  0.724978975
#> AT3G01280  3.054117009 -0.642801462 -0.0298499943  0.5305551711 -0.242350225
#> AT3G01290 -0.361251897 -1.229948661 -0.8099869009 -0.5003710915 -0.290979064
#> AT3G01380 -2.634650351 -0.957544203 -0.6684656437  0.0872804807 -0.522951740
#> AT3G01930 -2.678613532 -2.077819622 -1.4376400947 -0.5621272140 -0.497294015
#> AT3G02090  2.801112466 -0.509881165  0.0127222889  0.3675540734 -0.827259884
#> AT3G02350  2.407019733  1.690037842 -1.7999657148  0.4007588122  0.324033167
#> AT3G02875 -3.625407244 -1.374899300 -1.0739648278  0.1010656757 -0.361854725
#> AT3G02880  0.281949165 -0.386234566 -0.2751667847 -0.1575531684 -0.013905508
#> AT3G03050  0.038001518  1.800238799  0.5603678301 -0.0011140981  0.267860852
#> AT3G03060  2.228198900 -0.395717861  0.0531467454  0.7869176846 -0.168506391
#> AT3G03330 -2.847464417 -0.817494521 -0.5952358605 -0.5177571115 -0.525793873
#> AT3G03520 -2.713221979 -3.010574162 -1.4841509559 -0.6653338538 -0.585947876
#> AT3G04920  0.665405230 -2.244180531  0.1318743973 -0.7622537206  0.250902574
#> AT3G05230 -2.679072340 -0.364747867 -0.4501701641 -0.2076801515 -0.461251670
#> AT3G05710 -0.568005854  2.303060228  0.4305965739 -1.0730161692  0.535409587
#> AT3G06300  0.120852178 -0.115810948 -1.1148144474  0.0893553237 -0.214381066
#> AT3G06510  4.404905539 -0.923147383 -0.9227042684  0.6299468925  0.463045457
#> AT3G06960  4.007910814 -0.915331466 -0.7304563315  0.5187649456  0.621975972
#> AT3G07110 -1.622447991 -2.144220297 -0.4436390663  0.2910305457 -0.050787147
#> AT3G07140 -2.338153636 -0.406662228 -0.2536986410 -0.0913139147 -0.520379370
#> AT3G07160 -0.105844966 -0.319693813 -0.2795738125 -0.3509846549  0.067696996
#> AT3G07180 -3.015809425 -0.692252759 -0.4418481232 -0.1192021798 -0.255910198
#> AT3G07330  2.216208750  1.609461374 -1.0210694513 -0.2676679700  0.550286262
#> AT3G07390  0.253343237 -1.096183045 -0.6781497514 -0.9225382932 -0.704469203
#> AT3G08510 -0.573049004 -1.376375123 -0.3337530382 -1.0341990854 -0.962133666
#> AT3G08580  2.177054285 -0.407636934  0.4949719528 -0.3447839585 -0.105607784
#> AT3G08630  4.277278175 -0.923571693 -0.9978588832  0.7110587271  0.245546604
#> AT3G08640  4.023356210 -1.306252239 -0.8252223962 -0.5193466994  0.331101982
#> AT3G08950  2.855408420 -0.189947307  0.0362889927 -0.1344211672 -0.250772695
#> AT3G09630 -1.450403437 -2.096601784 -0.6212354832 -0.4505907783 -0.236475806
#> AT3G09740 -0.227759915 -0.959245886 -0.3641324959 -0.6630573770 -0.378886965
#> AT3G10370  1.943610384  0.165324784  0.2976852339  0.2489547760  0.094202429
#> AT3G10730 -0.897947789  0.493319989 -0.4727952509 -0.1948990943 -0.404525854
#> AT3G11070  3.291001894 -0.463059018  0.0311495982  0.5892119755 -0.042784751
#> AT3G11730 -1.077404335 -0.078795622 -0.3110748634 -1.0158175996 -0.107553024
#> AT3G11820 -0.479232000 -0.203409421 -0.4429082868 -0.6549522892  0.142558277
#> AT3G13080 -3.184446828 -3.484424227 -1.8419532077 -0.1484748463 -0.150426611
#> AT3G13410 -2.499677214 -1.299288586 -0.8259640437  0.4206244564 -0.662143314
#> AT3G13560  0.149571448 -0.956561094 -0.0786555589 -0.7495139486 -0.293537646
#> AT3G13772  1.970440916  1.865058677 -1.6701296371  0.8697723787  0.187175557
#> AT3G13870 -3.015527739 -1.305651703 -0.9209726196 -0.1861761697 -0.648115093
#> AT3G14610 -2.641312256 -1.047074797 -1.0887395516  0.1519442580 -0.343311805
#> AT3G14840  0.041766828 -0.305507796 -0.1499911370 -0.4782942966 -0.088528455
#> AT3G15710 -2.173295890 -0.427345879 -0.3552476984  0.1169164655 -0.525385810
#> AT3G15950 -0.462748275 -1.813133992 -0.7927183788  0.0861116990 -0.453148159
#> AT3G16110 -3.679495034 -2.174917477 -1.6202244038 -0.1178474908 -0.318719628
#> AT3G16200  2.088508898  1.188987066 -1.0451806315  0.3925271962 -0.183078901
#> AT3G16460 -0.173473318 -1.782225473 -0.5704456299 -0.3086957133 -0.246036820
#> AT3G16480  3.022037259 -0.778894319  0.1420735241  0.6382342458 -0.690718116
#> AT3G17840  0.039781862 -0.652794935 -0.2640356360 -0.7046423665 -0.081665066
#> AT3G18370 -2.360847216 -1.298389820 -0.5036363677 -0.2058231619 -0.288230386
#> AT3G18480  2.871638152  0.941183620 -1.7730776782  0.4006619252 -0.123044019
#> AT3G18820 -1.363663823 -1.469675948 -0.6866626395 -0.2134008486 -0.455960342
#> AT3G19340 -3.106662967 -1.613856752 -1.0360775700 -0.2314348450 -0.991824372
#> AT3G19820 -3.053988427 -2.483986009 -1.3670186969 -0.4065813833 -0.348825790
#> AT3G20000  2.967769474 -0.214170551 -0.4386569622  0.0684534561  0.142441078
#> AT3G20390  3.500481676 -1.014570901 -0.4410000231 -0.2079586632 -0.022744535
#> AT3G21160  2.971057656  0.977962220 -1.5341888999  0.0676030361  0.452997452
#> AT3G21190  0.414282669  1.653968089 -0.1108171344  0.5984036231  0.405218579
#> AT3G21250 -2.449634092 -2.661913252 -2.1121178022 -0.5437381835 -1.272024614
#> AT3G22370  1.785015682  0.651467778  0.7491302482  0.3101898896  0.247218434
#> AT3G23175 -2.138382602 -1.236855762 -1.2332844589 -0.3932207086 -1.233398956
#> AT3G23190 -2.360052129 -0.626708960 -0.6973796021 -0.3099760434 -0.355216338
#> AT3G23300  2.010010922  1.521806384 -0.8117049300  0.7134929021  0.231504528
#> AT3G23400  0.556392438 -0.058141779 -0.4196923287 -0.7982375899 -0.633469881
#> AT3G23450  1.073439159 -0.143109249  0.0843766461 -0.1821505351 -0.360199228
#> AT3G23710  3.697990742 -1.288454107 -0.5630344316  0.6119703808 -1.158224953
#> AT3G23750 -0.170298910 -0.535082180 -0.3226630700 -0.6712525770 -0.459645042
#> AT3G24160 -2.831251627 -1.589480453 -1.3841152858 -0.3160069083 -0.406952381
#> AT3G24550  0.239930334 -0.817474615 -0.0588480400 -0.9068790724 -0.099310887
#> AT3G24660 -0.190958899 -0.522812544 -0.2661073720 -0.1991548796 -0.404469858
#> AT3G25140  2.918092123  1.661143705 -1.5579600420  0.2419201718  0.190650062
#> AT3G25290  0.006625691 -0.104816888  0.4815166753 -0.1675529495  0.214496952
#> AT3G25610 -0.308275282 -1.019317746 -1.2422018442 -0.6732665101 -0.903703715
#> AT3G25780  0.597741625 -0.243115144 -0.4930115568 -1.1774226357  0.179535659
#> AT3G26370  1.709198637  1.831344316 -0.6630858533  0.8970060210  0.461661970
#> AT3G26830 -3.006841579 -0.543443731 -0.5320580504  0.6086626404 -0.053802915
#> AT3G27220  1.452032514  1.679051688 -0.5448885493  0.7320720476  0.083626830
#> AT3G27230  2.630481484  1.875314428 -1.8768728236  0.8038739066  0.750391826
#> AT3G27325 -1.838532052 -0.368935427 -0.8051471715 -0.3091819059 -0.651372009
#> AT3G28450 -0.162900089 -0.908402652 -0.2441664544 -0.8001606962 -0.305449342
#> AT3G28480  2.162204395  1.146856258 -1.3244133521  0.2735770636  0.028745928
#> AT3G28510 -3.712163751 -1.060737171 -0.8833143452  0.1570243720 -0.589246312
#> AT3G28580 -2.900304127 -0.916355005 -0.5303551197 -0.0179910946 -0.258750847
#> AT3G28710 -3.861113664 -4.119538366 -2.1696864626 -0.2019041796  0.002529741
#> AT3G28720 -1.785730143 -1.001850904 -1.0310773681 -0.4268603059 -0.208619192
#> AT3G28860 -0.068803240 -1.232889903 -0.2682212711 -0.5990095531 -0.294295818
#> AT3G42050 -3.495126371 -4.054399671 -2.1571224196 -0.2098593948 -0.353917054
#> AT3G43190 -1.611435805 -2.457672817 -1.0604819960  0.2516823127  0.084387313
#> AT3G44330 -2.327134039 -0.362312308 -0.5181370508  0.1941802408 -0.586454072
#> AT3G45890  3.816432766 -1.032476646 -0.6090270166  0.3438841781  0.165499284
#> AT3G46290 -0.031804850  0.206523256 -0.0742131466  0.4125964507  1.446731920
#> AT3G46740  4.178095031 -1.296601178 -0.6258328225  0.2754184069  0.252591011
#> AT3G46830 -0.463810154 -0.620899980 -0.7622673946 -1.0131011973 -0.654929604
#> AT3G47200 -1.381007691 -0.915501593 -0.2280699461 -0.0218700132 -0.471765935
#> AT3G47930  2.761163198 -0.959723283  0.2350621724  0.2365753039 -0.480775510
#> AT3G47950 -0.280196575 -1.027734262  0.1230057290 -0.0228223606 -0.409805254
#> AT3G48820  1.727535369  1.562842282 -1.1622255878  0.2783374018  0.327289786
#> AT3G48890 -2.518389888 -0.395451357 -0.8368000397 -0.1475682333 -0.296854963
#> AT3G49360 -1.559314511 -1.600156247 -0.9039640656 -0.4979852838 -0.188287758
#> AT3G49560  3.584427085 -0.581696310 -1.0974471765  0.6922377686 -0.930957747
#> AT3G49720  2.030892227  2.018242401 -1.4532583373  0.4856906866  0.030442938
#> AT3G49870 -1.428446124 -1.402819008 -0.7063134208 -0.0575366896  0.404103996
#> AT3G49910 -1.735069441 -1.087370407 -0.5184764093 -0.3631808585 -0.288534496
#> AT3G50930  2.541458559 -0.815839422  0.1851206281 -0.3890746698 -0.338489884
#> AT3G51010  3.318489329 -0.479219872  0.1794047158  0.3653191347  0.156407457
#> AT3G51050 -1.697514947 -0.554313094 -1.5571923606 -0.5277910572 -0.449022272
#> AT3G51430 -2.762257973 -1.450647200 -1.0258636544  0.1766550294 -0.610126017
#> AT3G51440 -2.222287002 -0.688164643 -0.9736170434 -0.4824801840 -0.872279655
#> AT3G51460 -2.107373577 -0.836462408 -0.4274699036  0.2363933554 -0.325445029
#> AT3G51550 -0.529040913 -0.732404931 -0.4593930877 -0.1744658193 -0.461305305
#> AT3G51580  1.051912350  1.062029235  0.0804713617  0.1465684350  0.833581684
#> AT3G51740  0.168695414 -0.812687912  0.0722269908 -0.7747178450 -0.422389657
#> AT3G52190 -2.264737999 -0.506307772 -0.3943184716 -0.2526217062 -0.153224527
#> AT3G52300  2.844464702 -0.230990039  0.2847611095  0.1440792472 -0.014728499
#> AT3G52850 -2.451004751  0.317018982 -0.2754667491 -0.5962796589 -0.026314902
#> AT3G52930 -0.677657924 -1.812225262 -0.9514119988  0.0590846862 -0.018693899
#> AT3G53480 -0.068420055 -0.514708313 -0.1597821829 -0.1843524275  0.080439114
#> AT3G53520  2.130569223  1.811242006 -1.4140508687  0.4152448613 -0.051219640
#> AT3G54110  2.663937663 -0.394134405  0.0250551636  0.1081821640 -0.086118938
#> AT3G54840 -1.202031887 -1.676133833 -1.4037969260 -0.7547534258 -0.824857166
#> AT3G54960 -4.489127762 -2.148864509 -0.9423425671  1.0073605583 -0.619262045
#> AT3G55360 -2.542916293 -0.559114662 -0.4351146776 -0.0000196616 -0.566026136
#> AT3G55830  1.127684018  2.215811632 -1.1541485112 -0.1074329845  0.080513750
#> AT3G56430  2.344806770 -0.303742021 -0.0397124014  0.2678529915 -0.610080384
#> AT3G56750  1.618813810  2.321461787 -0.9974139361  1.0910713946  0.684240235
#> AT3G57010 -2.191988368 -0.793146773 -0.7936978068  0.0117876234 -0.294863177
#> AT3G57020 -1.431536585 -0.173812212 -0.5137578211 -0.5188725403 -0.795450694
#> AT3G57030 -2.251635907 -0.891681120 -0.6697976171  0.5181724577 -0.830439467
#> AT3G57220 -2.921240936 -0.754431109 -0.4153888532  0.6978532312 -0.807379772
#> AT3G57650 -2.958169625 -0.516086925 -0.5272350284  0.2120920995 -0.273625116
#> AT3G57880 -2.714398443 -0.884073419 -0.7272142465  0.0949862709 -0.455962455
#> AT3G58730 -2.644915415 -2.926014573 -1.4352860865  0.7501643716  0.495601216
#> AT3G58840  2.661996387 -0.167869934  0.0533928814  0.4319218642  0.144227628
#> AT3G59280  2.168963440 -0.072618621 -0.0889382143 -0.2035028395 -0.685075906
#> AT3G59500 -2.285269099 -0.965740428 -1.7660793926 -0.4851892208 -0.754410723
#> AT3G59820  2.228429796 -0.087565458  0.4357573924  0.3859757394 -0.022544693
#> AT3G60190 -0.902319106 -0.781325233 -0.3516297003 -0.3102473946 -0.055852077
#> AT3G60600 -2.558797573 -1.125282851 -1.2056018701 -0.3583331928 -0.626257146
#> AT3G60900  0.447933118 -1.203129050 -0.9042078701 -0.9577358230 -0.514922850
#> AT3G61050 -1.524684711 -0.771125318 -0.2073607715 -0.1529596339 -0.159254365
#> AT3G61130  1.265442895  1.428991724 -1.0268656786  0.3236559275  0.361006045
#> AT3G61440  1.203439722 -0.083976840 -0.3867632450  0.7012644837  0.551549360
#> AT3G62360 -2.623653298 -0.430384202 -0.6478113631  0.2055933218 -0.715632691
#> AT3G62700 -3.308969314 -3.624208421 -2.0154902099 -0.4533105725 -0.603353562
#> AT3G63170  3.886017482 -1.763085249 -0.8487262111  0.1844307446 -1.208074496
#> AT3G66654  1.978318602  1.400182571 -0.7688239111 -0.7222479489  0.666186154
#> AT3G66658 -3.141543575 -0.988939841 -0.6415616690 -0.0111834404 -0.451248426
#> AT4G00090 -1.785681813 -0.889045455 -0.5986537049  0.3062224807 -0.869451603
#> AT4G00175 -2.377153659 -0.670203412 -0.4432978979  0.0059534139 -0.062223193
#> AT4G00740  1.617043193  1.518205005 -1.1666827507 -0.0430112191  0.242528507
#> AT4G00750  0.418882598  1.812352101 -0.2398923701  1.2897629778  0.514776555
#> AT4G00860  3.546917409 -1.070403307  0.2222815237  0.6961916220 -0.901286475
#> AT4G01100  3.068374138 -0.151114783  0.0056987279  0.3352048357  0.358038640
#> AT4G01320 -2.850381577 -0.874808605 -0.4822379500  0.1358489068 -0.471400870
#> AT4G02510  3.678943909 -1.274802117 -0.6693563931  0.9924098156  0.054201578
#> AT4G02930  1.297779474  0.201581547 -0.1784118264  0.3176702357  0.582230318
#> AT4G03550 -0.082691457 -0.410440016 -0.3916301776 -0.6479279298 -0.407517412
#> AT4G04910 -0.314071020 -0.875742394 -0.4287004027 -0.0968506297 -0.643962495
#> AT4G05020  2.738276339 -0.150027713 -0.0837854192  0.3858911600 -0.044124149
#> AT4G08850  0.267969083 -0.441271142 -0.6070439516 -0.3114041819 -0.429915210
#> AT4G09320  1.394821113 -2.027930930 -0.7799402537  0.1010901537  0.072429734
#> AT4G09580 -2.064677521 -0.306539464 -0.2019995576  0.2114060053 -0.010813026
#> AT4G11010  1.392042388 -2.177625772  0.0243104640 -1.4113966399  0.023195287
#> AT4G11150 -3.668533348 -4.237327632 -2.2179810064 -0.2072763898 -0.593462711
#> AT4G11800 -2.657828367 -0.974222158 -1.0599189777 -0.1946099165 -0.719133069
#> AT4G11850 -0.738167803 -0.897275156 -0.2013220182 -0.3730857926 -0.342339704
#> AT4G12420 -0.119066527 -0.935559070 -0.4497175694 -0.4490726781 -0.629025574
#> AT4G12590 -2.898557615  0.298830344 -0.0218457168  0.3155628903 -0.684407089
#> AT4G12650 -1.041542294  1.648737839  0.2853419978  0.3467838990 -0.197334506
#> AT4G12730 -0.255445694 -0.876499985 -0.4147271602 -0.9205527794 -0.444966830
#> AT4G13940 -1.142941277 -1.492058661 -0.4760886049 -0.1756835244 -0.144055281
#> AT4G14360  2.223039126  2.085961208 -1.3711254662  0.9069134378  0.969913739
#> AT4G14420 -3.377518580 -1.261227512 -1.1829006269 -0.2450685745 -0.637342884
#> AT4G14950 -2.334639079 -0.383342298 -0.5507385142 -0.1970747942 -0.152690434
#> AT4G15000 -1.900440976 -1.492312257 -0.3343989322 -0.2000980248 -0.043648727
#> AT4G15240  0.926814462  1.338905325 -0.8055931517 -0.4106403649 -0.005130188
#> AT4G15760 -2.675039819 -1.134669291 -0.5968144745 -0.4450533431 -0.167129760
#> AT4G16120 -0.037959839  1.477240085 -0.0503997254  0.2585274882  0.188446156
#> AT4G16170 -2.238696148 -1.183189266 -1.0133887866 -0.2751294209 -0.564776159
#> AT4G16500 -0.643094575 -1.129834184 -0.7788217432 -0.6038308541 -0.636274098
#> AT4G16650  1.514282798  0.867203396 -1.3011624566 -0.1326975016  0.208405991
#> AT4G17120 -0.661341739 -2.260350177 -1.2441524759 -0.4892111767  0.336494600
#> AT4G17140 -0.505039423 -2.286466705 -2.0996667975  0.3261148309  0.301624865
#> AT4G17170 -0.354466630 -0.719740280 -0.7096678746 -0.4345340993 -0.162368350
#> AT4G17430  0.938455265  1.796971516 -0.7781571369  0.6870514230  0.321214774
#> AT4G18030  1.226017032  1.754175687 -0.5547466742  0.6411770270  0.217096520
#> AT4G18100 -1.993859828 -1.392246221  0.1384518069 -0.3093188686 -0.077373821
#> AT4G18430 -0.982755098 -0.090694116 -0.6054392486 -0.8184013086 -0.093569707
#> AT4G19640 -0.797603292 -1.330195049 -1.2042300155 -0.3028815532 -0.494949796
#> AT4G20110 -0.466929695  1.024465996 -0.1370113204 -0.5133929348  0.711238849
#> AT4G20830  0.092925688 -0.846007185 -0.3959761180 -0.4487275825 -0.421617863
#> AT4G21150 -2.807011303 -0.456340018 -0.4668505712  0.0208718778 -0.459117187
#> AT4G21180 -1.927251908 -0.780179486 -0.5783900958 -0.1748498858 -0.613030827
#> AT4G21700 -0.280856953  0.854992936 -0.1535402916  0.1355050449  0.340770935
#> AT4G21960 -0.826227306 -0.043553371 -1.2841963477 -0.6677014901 -0.057474679
#> AT4G23630 -3.415012870 -0.476876621 -0.1887632418  0.0385144934 -0.189259627
#> AT4G23650 -1.017948001 -0.708157571  0.1796018965 -0.1857258741 -0.698657050
#> AT4G23850 -0.677601136 -2.325035956 -0.5056343851 -0.8330490043 -0.502243038
#> AT4G23940  3.054408671 -1.188334089 -0.6033659867  0.8132567391 -0.039125690
#> AT4G24190 -4.258781968 -2.256006416 -1.0736547340  0.1639671598 -0.659236701
#> AT4G24330 -2.378659770 -0.685046235 -0.5257828766  0.1975486045 -0.648999792
#> AT4G25240 -0.168770346 -0.832422828 -0.1357831188 -0.5446979595 -0.253371493
#> AT4G25720 -0.638126681  0.606044307 -1.0744823570  0.3627405686 -0.351088753
#> AT4G25900  0.410198202 -0.914710970 -0.2868265228 -0.1023303702 -0.302147360
#> AT4G26410  3.016600507 -0.390309722  0.1708807861  0.0776666274 -0.215350565
#> AT4G26690 -0.070141634 -1.066718289 -0.5535011830 -0.5991764473 -0.408658149
#> AT4G27090 -2.279198447 -0.855345271 -0.1125251886 -0.5231284181  0.307133146
#> AT4G27500 -1.494133084 -0.204666728 -0.5248645782  0.4481698062 -0.628534147
#> AT4G27520 -0.026874086 -1.223473178 -0.1087069432 -0.5433240984 -0.434991977
#> AT4G27585  2.479446181 -0.201817349  0.1768302667  0.1885018400 -0.205294149
#> AT4G28220  1.968780766 -0.188250649  0.2297336432 -0.4384877756  0.045121038
#> AT4G28390  2.871402534 -0.623595366  0.1428760131  0.2806241223 -0.509925045
#> AT4G28510  2.526000267 -0.405433819  0.4426065887  0.2138984189 -0.210665406
#> AT4G28570 -2.477948907 -0.205661626 -0.2232270311 -0.5274436463 -0.752332184
#> AT4G29130  2.834215538 -0.271980922 -0.1362237947  0.0378140036 -0.001719823
#> AT4G29480  3.556637503 -0.307832454 -0.0255722788  0.6145280254  0.282006120
#> AT4G29520 -2.599884671 -0.276039962 -0.1605922466 -0.4233395907  0.081979776
#> AT4G29900 -0.054819070 -0.851875215 -0.6296008818 -0.5529271322 -0.771059597
#> AT4G30010  3.245206698 -0.277511735  0.1872107594  0.1962426242  0.039026453
#> AT4G30090 -1.640153126 -0.522680667 -0.0343116610 -0.2079248282 -0.266128367
#> AT4G30190  0.099237815 -0.511884637 -0.2185931453 -0.4059439014 -0.395004432
#> AT4G30210 -2.259274926 -0.576189103 -0.8985044180 -0.0681514214 -0.521524579
#> AT4G30260 -0.582987021  2.178089599  0.5775238095 -0.6347758022  0.510280806
#> AT4G30600 -3.013430368 -0.971683663 -0.7481123406 -0.0670060471 -0.428613952
#> AT4G30990  1.624978906  0.985755333 -1.0977781111  0.5247182220 -0.168353318
#> AT4G31140 -0.863396273 -1.007608918 -0.0934145415 -1.0439067817 -0.113512171
#> AT4G31340 -2.241314525 -0.475487827 -0.7613987174  0.2582691548 -0.384552125
#> AT4G31430  0.189373280  0.407773377 -0.1916808459 -1.5248462476 -0.112994014
#> AT4G31500 -3.270540252 -1.434108691 -1.0225012332 -0.1217344701 -0.325123403
#> AT4G31700  0.057702552 -2.376115708  0.4834035301  0.2774719655 -0.218237702
#> AT4G32130 -2.793237309 -0.632480511 -0.4179525475  0.1208838902 -0.164668529
#> AT4G32250  3.981578922 -1.118024094 -0.7846400079  0.2023405285  0.249615508
#> AT4G32400  4.546244153 -1.495794048 -0.3255392231 -0.1775303589  0.379373032
#> AT4G32410  0.179069617  1.141268238  0.0257589748  1.0430829094  0.650745565
#> AT4G32470  2.498528743 -0.415334877  0.1070443333  0.2486424574 -0.397895817
#> AT4G33350  3.965937702 -1.796970322 -0.2687072065 -0.5777316963 -0.145705861
#> AT4G33360 -2.008839831 -1.073315025 -0.9408221405  0.2783324251 -0.405220454
#> AT4G34200  1.266581612 -0.950296663 -0.0730786033 -0.6368904397 -0.729991959
#> AT4G34640 -2.306318580 -0.020049091 -0.2317814020  0.2581931219 -0.487129481
#> AT4G34960  1.140003408  2.247385210 -0.6951846764  0.2728867601  0.202779758
#> AT4G35000  2.959017408 -1.780718907 -0.0147757176  1.0075510154 -0.983081448
#> AT4G35100 -0.166462715 -1.022710180  0.2078509535 -0.6414861198 -0.512722381
#> AT4G35230 -0.707394620 -1.003539341 -0.1862952341 -0.5543525769 -0.521682259
#> AT4G35790 -0.492902308 -0.925872106 -0.7470978437 -0.7747786504 -0.764663269
#> AT4G36220 -2.548541397 -0.851760369 -1.0242911676  0.5727119159 -0.150786647
#> AT4G36250 -1.716024376 -0.268800449 -0.4681798205 -0.1478027805 -0.614570611
#> AT4G36480 -2.877967921 -0.996794927 -0.4696108245  0.2337458325 -0.445459705
#> AT4G36750 -1.034982985 -0.973752451 -0.2115590913 -0.6949619752 -0.181289029
#> AT4G37330 -2.358374968 -1.119722040 -1.0653785263  0.1227804987 -0.581806484
#> AT4G37370 -2.663875285 -0.392768576 -0.3781302140  0.0271535395 -0.460222802
#> AT4G37410 -1.831478115 -0.419039531 -0.7907318457 -0.0850383767 -0.884984371
#> AT4G37430 -1.748710055 -0.171297063 -0.6418268566 -0.0330731219 -0.445691855
#> AT4G37640 -2.455425002 -0.901494008 -0.4088993290  0.0360419788 -0.139526333
#> AT4G37690  0.377290603  2.268855780  0.0493943352  0.7315718019  0.454814133
#> AT4G37820  2.971728920  2.141344804 -1.9771715979  0.4595285261  0.032681209
#> AT4G38215 -3.830025912 -1.899844996 -0.5117855986  0.0048531712 -0.528796548
#> AT4G38240  1.951470874  0.850259922 -1.6863486345  0.7601854368  0.452381507
#> AT4G38270  1.055079337  0.725655308 -0.9423997918 -0.4067768147  0.434924816
#> AT4G38350 -3.059760925 -3.436550317 -1.6810671634 -0.6632755873 -0.348031687
#> AT4G38500  1.708334590  1.658220816 -1.0800315123  0.5545782534  0.064330552
#> AT4G39030  3.877852703 -0.588280605 -0.6931176157  0.5659976843  0.410516219
#> AT4G39080 -3.295861918 -3.805165894 -2.1095092758 -0.7353636018 -0.376663988
#> AT4G39400 -0.513015572 -0.790996209 -0.6380991946 -0.5282460515 -0.199361932
#> AT4G39460  3.961775805 -0.810319433 -0.7948668357  0.7038965132  0.309510198
#> AT4G39690  2.908032444 -0.859104963  0.0380910456  0.2561581803 -0.616590097
#> AT4G39840  2.819238941  1.825786798 -1.6412410501  1.0834459668  0.288704518
#> AT4G39990  0.292256813 -0.397937171 -0.6363923372 -0.5588249497 -0.331720996
#> AT5G01500  3.714638370 -1.162554358 -0.4872895268  0.0932922698  0.282612698
#> AT5G01590  4.574120094 -1.472686215 -0.7098217262  0.0420278351  0.123194351
#> AT5G02450 -1.178069053 -1.858970503 -0.6522756546 -0.2481705034 -0.278554255
#> AT5G02870 -0.435920174 -1.508611234 -0.7938271642 -0.8927614780 -0.430122600
#> AT5G03160 -2.799383971 -0.730009097 -0.6868993186  0.5904596459 -0.169580826
#> AT5G03895  3.816533839 -1.182819743 -0.4855517927  0.3788787242  0.566162531
#> AT5G04060  0.057329224  1.595323918  0.2867929543  0.0728987447  0.569458133
#> AT5G04480  0.904050256  0.007255774 -0.8701802297 -0.5010060495 -0.150664007
#> AT5G04885 -0.038026460 -1.088161323  0.0175094733 -0.9181021515 -0.585248641
#> AT5G04930 -0.493084584 -0.202956811 -0.3623790173 -0.4556731450  0.193133523
#> AT5G04990 -1.315981548  0.296412210 -0.5794764144 -0.6016131948  0.042391044
#> AT5G05000  4.093651555 -1.729017362 -0.5114751664  0.3377327288  0.065452078
#> AT5G05170  0.811121007  1.580734551 -0.2147972513  0.8396273400  0.645517450
#> AT5G05520  3.379175131 -0.441495004 -0.2156377512  0.3450859465  0.291683347
#> AT5G05670 -2.146650123 -0.532926750 -0.2238248755  0.8177193320 -0.275112937
#> AT5G06320  0.064980426 -0.165471844 -0.6137844726 -0.3024778813 -0.237143401
#> AT5G07340 -2.823368489 -0.637187931 -0.5560874364 -0.3556010173 -0.611422817
#> AT5G07910 -0.558956505 -0.754674271 -0.1556808941 -0.7163175082 -0.094634798
#> AT5G08040  2.885194955 -0.233976437 -0.1472179078  0.2218800832  0.145546034
#> AT5G08080 -0.699355279 -0.204593975  0.2948213312 -1.3657080141 -0.199594285
#> AT5G08545  4.403145287 -1.173343397 -0.7322016893  0.0413477443  0.482377756
#> AT5G09400 -3.637517093 -3.804991795 -1.8726361933 -0.3468408539 -0.072343190
#> AT5G09420  2.830657513 -0.791454529  0.3384232924  0.3965737382 -0.144513689
#> AT5G09810 -0.800394828 -1.848131601 -1.0987987390 -0.3656059302 -0.657372603
#> AT5G10360  0.057702552 -2.376115708  0.4834035301  0.2774719655 -0.218237702
#> AT5G10840  1.064691502  1.549128693  0.7980510907  0.4395174108  0.725625689
#> AT5G11560 -2.695692306 -0.952617267 -0.8914635796  0.1166231469 -0.537165532
#> AT5G11730  0.386709033  2.181776581  0.4412107248  0.1280256099  0.407690822
#> AT5G12290  2.925440552 -0.188703170 -0.0623747898  0.7627809199  0.115093616
#> AT5G12470  4.000367766 -1.407308251 -0.2687300650 -0.1033518560  0.094472731
#> AT5G12860  4.278721511 -1.353229604 -0.6111204078 -0.0266130604 -0.130461399
#> AT5G13450  2.262499367  0.203659072 -0.3318570598  0.0539235114 -0.050264177
#> AT5G13490  2.847029856 -0.527796505  0.3698438131  0.0408291637 -0.483029964
#> AT5G13610  2.854266160 -0.239673014 -0.2172810742  0.4453631352 -0.885340651
#> AT5G13640 -2.507900855 -0.744467058 -0.7164950556  0.1561176918 -0.409049094
#> AT5G14040  2.973144126 -0.497362877  0.1883939550  0.2394533439 -0.165738583
#> AT5G14220  2.503252558 -1.193581099 -0.4800114197  1.3340111067 -0.284832796
#> AT5G14430  2.236607720  1.511046883 -1.5043258852  0.0414426472  0.194233565
#> AT5G14950  1.655463298  1.120683393 -1.5814748216  0.0264901157 -0.045803637
#> AT5G15090  3.074271627 -0.574545592 -0.0256239884  0.3685792296 -0.017828866
#> AT5G15910  1.298197519 -1.300196216  0.4649883393 -0.5398929821 -0.158298473
#> AT5G16910  0.627209249  1.580852008 -0.0867591117  0.3372242953 -0.092434224
#> AT5G16930  2.926734510 -0.235754093 -0.0258086739  0.3899513968 -0.321047503
#> AT5G17760 -0.705129851 -1.045447081 -0.2404915460 -0.0367002274  0.002393442
#> AT5G17770 -1.814814898 -0.801400885 -0.5277252736 -0.2869285919 -0.163126840
#> AT5G17920 -1.138068387 -1.738947826 -0.8510552481 -0.4707598827 -0.126031262
#> AT5G17980 -2.908915942 -1.122736545 -0.7213198441 -0.1060488077 -0.283296870
#> AT5G18280  0.766928423  1.115347068 -0.8395593576  0.2248516069  0.083019364
#> AT5G18485  2.410101829  2.066731518 -1.2478922171  0.0698802842  0.579252970
#> AT5G18800  3.578521777 -0.083855258 -0.1881780000  0.2211549304  0.793319941
#> AT5G18900 -1.036083998 -0.166265380 -0.9783130893 -0.6023413975 -0.208459867
#> AT5G19130 -2.601482161 -1.115131802 -0.7058172898 -0.4489278345 -0.329433233
#> AT5G19320 -2.510122776  0.099628983 -0.2599773510  0.1517115378 -0.902611591
#> AT5G19550 -0.720900612 -1.558874563 -0.8928933975 -0.2317062028 -0.330210664
#> AT5G19620  4.544312708 -1.452357524 -0.5645496657  0.2462715192  0.440269002
#> AT5G19690 -2.233467049 -0.594332215 -0.7340778080 -0.2843714867 -0.652592600
#> AT5G19760  2.775362126 -0.141912782  0.1538719305  0.1441485404 -0.103286897
#> AT5G20090  1.974243928 -0.316658383  0.1008299606  0.0118536194 -0.349894872
#> AT5G20290  1.145363371 -2.645145413  0.0218752225 -0.5243919177 -0.265720009
#> AT5G20350  0.079109969  1.749285904  0.0182159970  0.5986676587 -0.241194202
#> AT5G20520 -2.063599983 -0.974561942 -0.3177452309 -0.3036193974 -0.335499405
#> AT5G20655 -2.154902031 -0.610687374 -0.7094572917 -0.3599419016 -0.503598384
#> AT5G22640  3.653034547 -2.210415906 -0.1362766540  0.2046177586 -0.111556622
#> AT5G22790  4.334783114 -1.023288202 -0.5169597744  0.2773367295  0.344444539
#> AT5G23300  2.443373161 -0.241363460 -0.0326608700  0.4265106730 -0.519976366
#> AT5G23575 -2.625197520 -0.810258386 -0.5549801386  0.0822315267 -0.380363245
#> AT5G23630 -2.293686367 -0.577453623 -0.2626979441 -0.2004859092 -0.426191579
#> AT5G23850  0.281146866  2.112016464  0.1599374498  0.2534565641  0.404842745
#> AT5G23890  3.699959167 -1.595420786 -0.2320592941  0.3153435734  0.120688911
#> AT5G24290 -0.842054098 -1.821254294 -0.8514385331 -0.9041010353 -0.493310565
#> AT5G24690  3.903865188 -0.854706856 -0.7852568077  0.1152802885  0.829156030
#> AT5G24810 -2.037642082 -0.552835913  0.0157271730  0.0479909322 -0.230163890
#> AT5G25100  1.022539089  2.534664543  0.0293536594  0.7215465602  0.270727850
#> AT5G25900 -2.807472994 -1.122830416 -0.5935937636 -0.0943361439 -0.583827417
#> AT5G26030  2.792892758 -0.535007532 -0.4862373088 -0.4569935973  0.260486757
#> AT5G26260 -0.434094561 -1.468318598 -0.7668307411 -0.0617834615 -0.335581211
#> AT5G26280  0.080219838 -1.563447072 -1.5073407701  0.1792943448 -0.174705839
#> AT5G27330 -2.270150035 -0.118094343 -0.2953361783  0.5472545703 -0.616815162
#> AT5G27540  2.758260469 -0.254321534  0.0255871295  0.1426676872  0.089597934
#> AT5G27850 -0.255733881 -2.313289746  0.0376856209 -0.7701822880  0.551396218
#> AT5G28060  0.658206872 -0.624267523  0.2703813121 -0.3001251837  0.615619469
#> AT5G33320  2.596556305 -1.162327456 -0.9083777789  1.7040960554  0.111219932
#> AT5G35160  0.777430121  1.914365347 -0.3074388989  0.4954762741  0.333058276
#> AT5G37310  2.214671562  1.420005847 -1.2886733189  0.5272528282  0.549807584
#> AT5G39040 -2.700898488 -3.117027775 -1.9479345761 -0.6174053152 -0.318387829
#> AT5G39410 -0.547063015 -1.210015543 -0.8261808540 -0.1378816982 -0.268153498
#> AT5G39510 -4.218832914 -4.313476074 -2.5392708637 -0.4782678245 -0.660209988
#> AT5G40480 -1.210772144  0.405381130 -0.2089802165 -0.5781709381 -0.138606413
#> AT5G42020 -3.161120001 -1.002731985 -0.9482200079  0.4398545259 -0.784051359
#> AT5G42080 -0.719723236 -0.770469409 -0.3933273222 -0.3869214736 -0.087283363
#> AT5G42570 -3.229809653 -0.972333101 -0.5318855865 -0.3494754047 -0.599906898
#> AT5G42960  4.534538115 -0.822829580 -1.1811413495  0.2611948446  0.712273196
#> AT5G42980 -1.461598508 -1.616756890 -1.2518951440 -0.1800344202 -0.072198240
#> AT5G43100 -0.729563679  1.449183546  0.3741096621 -0.8956748367  0.542542476
#> AT5G43460 -1.811439560 -0.397208321 -0.6350423122 -0.2987758603  0.363995690
#> AT5G43970  3.254319817 -0.463864010 -0.0066529678  0.2323235415  0.095593738
#> AT5G44240  0.910130450  0.208842657 -1.4127107848  0.5301425159  0.298864260
#> AT5G44790 -0.289190159  1.596423606  0.2589178286 -0.4568742636  0.334464607
#> AT5G44920 -2.815442462 -1.353173107 -0.9434927506 -0.0220473742 -0.730864730
#> AT5G45130 -0.681018351 -0.396782983 -1.0209639795 -1.0469929157 -0.518623200
#> AT5G45160 -3.216707087 -1.335267564 -0.8099444026  0.0457957508 -0.167240382
#> AT5G45420 -2.373327080 -0.777261177 -0.3405428216  1.2042593181 -0.306550186
#> AT5G45470 -1.004309666 -0.973514971 -0.5358811371 -1.0345984088 -0.761670402
#> AT5G45480 -0.488831146 -0.625881137 -0.0872107155 -0.2336270240 -0.151805292
#> AT5G45750 -1.462758335 -0.312114224 -0.4916299214 -1.3103976953 -0.052961420
#> AT5G46800  3.213596673 -0.560415882  0.1787791699  0.5140773129 -0.382411434
#> AT5G47420 -2.623722802 -1.219147515 -0.9516461205  0.3060981425 -0.725069750
#> AT5G47910 -0.687421015 -0.573292711 -0.4839732829 -0.4787061228 -0.272495782
#> AT5G47990 -1.170967794 -0.354407604 -0.8995507408 -0.1827572204 -0.642816002
#> AT5G48000 -1.361406221 -0.428793977 -0.3187635536 -0.2012430483 -0.574311338
#> AT5G48030 -0.214906702  0.311203849  0.2471342746 -0.4051906935 -0.768167699
#> AT5G48810 -2.172976821 -0.350474159 -0.5537206471  0.1766981284 -0.527148250
#> AT5G49760 -0.336610567 -0.612779274 -0.2581347513 -0.2350340591 -0.321369284
#> AT5G49945 -2.700346328 -1.161449636 -0.9273865885  0.4150045368 -0.458213592
#> AT5G50000 -0.244851945 -0.332431765  0.3376298726 -0.8263318109 -0.320513296
#> AT5G50370  2.774887063 -0.469743224 -0.0358509298  0.7505355966 -0.748509987
#> AT5G51570 -3.023796457 -3.548653520 -1.5904115796 -0.2982639260 -0.346618927
#> AT5G52240 -2.921089463 -0.838619011 -0.4766646010  0.2635983194 -0.739936904
#> AT5G52420 -3.498518786 -1.038492277 -0.5047857779 -0.4971940084 -0.555941262
#> AT5G53170  3.029658490 -0.641696762 -1.3036265906  0.9833017478  0.474851756
#> AT5G53560 -3.233599183 -1.023815352 -0.8606045847 -0.0890333433 -0.530747341
#> AT5G54100  2.905893917 -0.020899760 -0.0981977357  0.4859212531  0.199098239
#> AT5G55070  2.571495462 -0.080216066 -0.1150056682 -0.0880633015  0.019243501
#> AT5G55480 -0.107088681 -0.911126422  0.0062976688 -0.8694843361 -0.334184274
#> AT5G55610  3.353707272 -0.652033923 -0.1352023491  0.7055919998  0.214497978
#> AT5G55730  0.337546004 -1.313053375 -0.4201254169 -0.4308239011 -0.543240515
#> AT5G55940 -2.722918039 -0.410113078 -0.6182977394  0.1841412985 -0.867226532
#> AT5G56730  3.159361416 -0.824361047 -0.6153093354  0.0891985635  0.111645091
#> AT5G57110 -0.149651407 -1.211964521 -0.1909366171 -0.7157906399 -0.404245506
#> AT5G57490  2.101569008 -0.645815974 -0.3954507479 -0.3759123276  0.276652033
#> AT5G57655 -3.547253756 -2.231202303 -1.1208464141  0.2324142869 -0.221395912
#> AT5G57800 -0.314664417  0.327453656 -0.4834761781  0.2442770457 -0.554586027
#> AT5G58070 -1.657451642  0.118461223 -0.0462209346 -0.0908523870 -0.313756701
#> AT5G58090 -0.589692545 -0.905440802 -0.2192164675 -0.5866203730 -0.135751808
#> AT5G58100 -1.190919810 -0.342926803 -0.9788701952 -0.0389322283  0.025431972
#> AT5G58270  3.243397885 -0.554928639 -0.2370362828  0.1614786950 -0.075915998
#> AT5G58640 -2.724531562 -0.967979373 -0.7964241225  0.0997053355 -0.825953933
#> AT5G60640 -4.217001447 -2.426661414 -1.2950788220  0.1842999650 -0.659906132
#> AT5G61240  2.176551658  1.939007259 -1.2565815945 -0.1352342169 -0.070857119
#> AT5G61790 -2.859885100 -0.906224853 -0.5785156443  0.0355166833 -0.450125826
#> AT5G61840  2.636485776  1.565164053 -1.6944773881  0.0399183528 -0.320076719
#> AT5G62390 -1.741651863 -0.267811044 -0.2930855098 -0.2292225091 -0.027203552
#> AT5G62670  0.417065272 -0.404904331 -0.0399903499 -1.4499934579  0.218480533
#> AT5G62740 -1.604920456 -1.913064304 -1.0890706633 -1.1650070227 -0.454962495
#> AT5G63030 -0.509719425 -1.367774200  0.2109431357  0.2200602030 -0.546095993
#> AT5G63400  3.283299292 -1.044099736  0.2624687775  0.3249158287 -0.810509416
#> AT5G63840 -2.463750872 -1.285040262 -1.2990470990  0.0357448288 -0.274190800
#> AT5G64030 -0.444090863  2.097434478  0.3053544081  0.5508174766  0.742304257
#> AT5G64100  0.938954990 -0.672058795 -0.1124684396 -0.3424980130 -0.355172891
#> AT5G64290  3.667962960 -0.982918499 -0.7408347016  1.2328915685  0.490994338
#> AT5G64440 -2.603286565 -1.981715736 -1.2331233739 -0.3907269196 -0.562754054
#> AT5G64970  3.928408695 -0.680738801 -1.3040430163  0.0967480077  0.333025473
#> AT5G65250  3.973978272 -2.186618142  0.6412292811  0.1305956891  0.592073428
#> AT5G65270 -0.741507570 -0.722134586  0.0287354222 -0.4521297526 -0.248452736
#> AT5G66680 -2.684691335 -0.479777825 -0.5077424400  0.3479196728 -0.675121732
#> AT5G67500  2.872519960 -0.724949467  0.0030269830  0.2378448111 -0.118246687
#> COB        2.673853169  0.470245412  0.7224879955  0.0395714473  0.460352969
#> COX2       2.246443163 -0.193077758 -0.2727983030 -1.1531692248  0.301714226
#> NAD5       2.390194151 -0.303860926  0.1432386301 -0.2803754729  0.065966927
#> ORF25      2.437697831 -0.504028804 -0.2821572231  0.0159060291 -0.059944908
#> ORFB       2.547352019 -0.257310313  0.5071637981 -0.0495762042  0.027591294
#> RPS7-01    4.492790291 -1.909199038 -0.3546145922  0.3580445156 -0.188156072
#>                    PC6           PC7           PC8
#> AT1G01610 -0.494509915 -6.287342e-04  1.517268e-03
#> AT1G02120 -0.749899899  2.341049e-05  1.608980e-04
#> AT1G02520 -0.376088809  1.083705e-03  4.727368e-04
#> AT1G03220  0.108759918  9.884710e-05  6.557080e-04
#> AT1G03860 -0.291052245  2.539481e-04 -2.494125e-03
#> AT1G04120 -0.847509829  3.322061e-03 -1.339738e-03
#> AT1G04430 -0.393512028 -5.558835e-04  1.862521e-03
#> AT1G04910  0.005985248 -1.467695e-03  1.046365e-03
#> AT1G05070 -1.005107493 -4.545905e-05  2.586308e-04
#> AT1G05500 -0.657513424  1.714170e-04 -1.902161e-03
#> AT1G06530 -0.231306539 -7.345551e-04  6.355952e-04
#> AT1G06840 -0.330276147  1.517507e-03 -8.539287e-05
#> AT1G06890 -0.393311749 -1.533050e-03  4.709468e-03
#> AT1G06940 -0.200452023 -1.462136e-03  1.656668e-03
#> AT1G07510  0.108284526 -2.783817e-03 -3.741911e-04
#> AT1G07670 -0.225839923 -1.237900e-05 -3.867270e-05
#> AT1G07810 -0.425394020  1.323002e-04 -2.302327e-05
#> AT1G08470 -0.451327397  3.145847e-03  8.340161e-05
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#> AT1G08660 -0.420666444  1.419237e-04 -7.837044e-04
#> AT1G09210 -1.031347102  4.361834e-04 -2.121431e-03
#> AT1G09330 -0.634073137 -3.105529e-03 -1.727461e-03
#> AT1G09630 -0.354944309 -2.605782e-05  1.516101e-03
#> AT1G09870 -1.447986900  1.754558e-04  3.875520e-04
#> AT1G10130 -0.056735152  2.085083e-04 -1.983071e-04
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#> AT1G11320 -0.529722602  2.848754e-04 -1.405494e-03
#> AT1G11330 -0.602417203 -8.410022e-04 -2.793326e-06
#> AT1G11580 -0.592699199 -9.900821e-04  5.915916e-04
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#> AT1G13280 -0.349886500  2.050957e-03  2.608715e-05
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#> AT1G14010 -0.887066207  1.722290e-04 -4.570469e-03
#> AT1G14320 -0.875576971  1.265896e-03 -1.502233e-03
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#> AT1G15690 -0.651153046  6.867254e-04  9.891389e-04
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#> AT1G22280 -0.387566416 -1.512469e-03 -1.355591e-04
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#> AT1G29980 -0.525372704  4.245307e-04  4.468149e-04
#> AT1G30000 -0.276781463 -2.133500e-05  1.219937e-03
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#> AT1G35620 -0.852246133  5.237708e-05 -5.437920e-04
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#> AT1G43890 -0.464989683  1.069016e-04 -1.276067e-03
#> AT1G43910 -0.566198037 -4.307315e-04  5.149999e-04
#> AT1G44170 -0.402542549  2.103405e-03  2.845115e-05
#> AT1G47260 -0.267957262 -2.764967e-03 -3.319004e-03
#> AT1G48920 -0.202459780 -4.115626e-03 -1.219051e-03
#> AT1G49710 -0.198381135  2.105632e-04 -1.461607e-04
#> AT1G50460 -0.130072251  1.272313e-03 -1.672166e-03
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#> AT1G51570 -0.579639856  2.040896e-03  9.142644e-05
#> AT1G51590 -0.131740151 -1.291322e-03 -1.697728e-03
#> AT1G51630 -0.066721011 -9.407114e-04  1.749277e-03
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#> AT1G52600 -0.773003055  4.109817e-03 -9.824955e-04
#> AT1G52780 -0.140520691  4.746190e-04 -9.704720e-04
#> AT1G53000 -0.122545242  3.008444e-04 -2.485570e-03
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#> AT1G55850 -0.926019033  1.694493e-04 -1.105666e-03
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#> AT1G66270 -1.194644397 -7.877573e-05  1.764760e-03
#> AT1G66280 -0.497596206 -4.684523e-05  4.303086e-05
#> AT1G67490 -0.944756363  7.963567e-04 -1.048672e-03
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#> AT1G72370 -0.775715429 -2.375453e-05  1.232182e-04
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#> AT2G01970 -0.115891295  3.059212e-03  2.388386e-03
#> AT2G02040 -0.521672546  2.361157e-03  1.821882e-04
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#> AT2G04280 -0.056124070 -1.447952e-03 -1.661666e-03
#> AT2G04350 -1.074908526  5.651905e-04  1.871240e-04
#> AT2G04780 -0.459414489  7.573171e-05 -1.071811e-04
#> AT2G04940 -0.198946259  4.375976e-04 -4.919088e-03
#> AT2G09990 -0.720913167 -1.556406e-04  4.932672e-03
#> AT2G14720 -0.169381371  3.592547e-03  7.036802e-05
#> AT2G14740 -0.417940545 -3.847238e-04 -3.305908e-05
#> AT2G16060 -0.319035238  2.149112e-04 -9.602115e-05
#> AT2G16460 -0.118701219  2.143448e-04 -9.242958e-05
#> AT2G16530 -0.525875758  3.526398e-04  1.271324e-04
#> AT2G16640 -0.473280013  1.328974e-03  1.502276e-04
#> AT2G16660 -1.248417411  2.371860e-03 -1.233551e-03
#> AT2G16760 -0.629912012 -1.473301e-04  4.827548e-03
#> AT2G17440  0.000595965 -3.077125e-03  4.329868e-03
#> AT2G17720 -0.658349454  3.039078e-03  1.447558e-04
#> AT2G18193 -0.476802443  1.685778e-03 -6.825821e-04
#> AT2G18330 -0.125665214  2.544924e-04  2.340393e-03
#> AT2G18690  1.165625557 -5.093349e-03  4.028503e-04
#> AT2G18960 -0.420827453 -1.783285e-06 -1.042865e-03
#> AT2G19080  0.035707059  3.078594e-03 -2.291399e-03
#> AT2G19860 -0.005937408  6.293729e-05 -3.586335e-05
#> AT2G20360 -0.369673388 -1.444161e-03 -1.128590e-05
#> AT2G20370 -0.139769602  1.410640e-04 -1.903531e-03
#> AT2G20450 -0.596199000 -2.038304e-03 -3.263366e-05
#> AT2G20800 -0.172426129  3.122759e-03 -1.780733e-03
#> AT2G20807 -0.533621593 -7.498681e-04  2.360140e-03
#> AT2G20940 -0.108633644  6.081359e-03 -1.580323e-03
#> AT2G20990 -0.545396866  8.203242e-04  2.679770e-05
#> AT2G21160 -0.826619543 -5.832478e-04 -7.641645e-04
#> AT2G21410 -0.881690688 -1.532767e-03 -2.260076e-03
#> AT2G21600 -1.421560267  1.597288e-04 -2.042772e-03
#> AT2G21870 -0.044323543  8.001368e-05 -1.397331e-04
#> AT2G22900 -0.327822676  1.970556e-04  5.992666e-05
#> AT2G23810 -0.713095399 -1.029010e-04  6.819867e-05
#> AT2G24180 -0.772629811 -1.804102e-03 -1.555390e-06
#> AT2G24420 -0.680638320  9.386178e-04  1.098906e-04
#> AT2G25110 -0.440445683  5.815535e-03  2.555154e-03
#> AT2G26140 -0.079753931  3.046065e-03 -1.839488e-03
#> AT2G26250 -0.870429202  1.349018e-04  1.036267e-03
#> AT2G26300 -0.514981620  4.041061e-05 -4.767935e-03
#> AT2G27490 -0.901723269  1.728656e-05  1.093056e-04
#> AT2G27730  0.019181354 -1.359118e-03 -3.293023e-04
#> AT2G28520 -0.218619658 -2.216797e-04 -1.668158e-03
#> AT2G29080 -0.055451800  1.686165e-04 -1.768161e-03
#> AT2G29960 -1.080580567 -5.766276e-03  1.538929e-05
#> AT2G29990 -0.042289911 -8.540587e-04 -1.135761e-03
#> AT2G30490 -0.661203036  6.364096e-04 -2.443691e-04
#> AT2G30860  0.086420241 -1.857553e-03 -2.071123e-03
#> AT2G30930  0.453812963 -2.625966e-03 -2.696481e-04
#> AT2G31190 -0.071593563 -1.963720e-03 -1.333812e-04
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#> AT2G32240 -0.179983244  2.773970e-03 -3.058894e-03
#> AT2G32440 -0.642576736  1.363869e-04  1.644119e-04
#> AT2G32920 -0.966336940 -1.226714e-03  1.796352e-03
#> AT2G33040  0.087331426  1.276714e-03 -9.262242e-04
#> AT2G33220 -0.066643707 -1.248985e-04  1.466029e-03
#> AT2G33630 -1.107086011  1.552261e-04  2.636835e-03
#> AT2G34300  0.037082383  6.647189e-04 -3.473709e-05
#> AT2G34660 -0.422843309 -9.248851e-04 -1.096647e-03
#> AT2G35610 -0.193343757  1.581549e-05  7.214495e-04
#> AT2G35720  0.126193282  3.220987e-03 -1.570076e-04
#> AT2G36160 -0.861776247  8.593747e-05  2.247647e-04
#> AT2G36290 -1.170054227 -5.711208e-03  2.484024e-03
#> AT2G36380 -0.392151037  2.047342e-03  1.387758e-06
#> AT2G36910 -0.329408095 -7.973833e-05 -1.406073e-04
#> AT2G37050 -0.464205183  2.900930e-03  1.314520e-04
#> AT2G37170 -0.912178431  3.226314e-03 -4.539695e-03
#> AT2G37400  0.017438696  4.851247e-04 -1.312079e-03
#> AT2G37860 -0.059810741  2.321548e-04  1.505679e-03
#> AT2G38530 -0.106781697 -1.468778e-05  4.607528e-03
#> AT2G38550 -0.222336741  5.009982e-04  1.640672e-03
#> AT2G38650 -0.046465999  1.069075e-04 -7.218734e-04
#> AT2G38960 -0.685334142  1.271090e-04  1.001886e-04
#> AT2G39480 -0.423952267  2.560154e-05 -1.656386e-03
#> AT2G39630 -0.501134196 -5.908786e-03 -1.746017e-04
#> AT2G39960 -1.198433287 -1.437748e-03  1.743557e-03
#> AT2G40280 -0.129871836  3.882055e-04  2.885419e-03
#> AT2G40890 -0.675104977 -2.190560e-03 -1.604762e-03
#> AT2G41560 -0.453926896 -2.652794e-03 -7.969966e-04
#> AT2G42210 -0.033866418  2.625775e-03  8.789175e-04
#> AT2G43350 -0.596511297 -5.907463e-05  2.370148e-03
#> AT2G43610 -0.085981221 -5.864136e-06  4.705950e-03
#> AT2G43950 -0.320540349  1.136278e-03  1.461104e-04
#> AT2G44640 -0.328720759 -9.479396e-04  3.676966e-05
#> AT2G45060 -0.264137654  9.931006e-05  2.295611e-03
#> AT2G45140 -0.564889397 -7.260167e-04  7.543362e-04
#> AT2G45470 -0.783292936  3.674192e-03 -4.562412e-04
#> AT2G45510 -0.596999726  1.671995e-04 -1.302613e-03
#> AT2G45820 -0.049653665  1.207947e-04 -2.633737e-04
#> AT2G46170 -0.518069322  2.420669e-04  9.496353e-04
#> AT2G47000 -0.583311323  8.054322e-04 -3.160118e-04
#> AT2G47470 -1.102634955  8.314807e-04  1.464026e-03
#> AT2G47650  0.284676776 -1.738871e-03 -3.637011e-04
#> AT2G47800 -0.562131244  3.619211e-04  1.551443e-04
#> AT2G47840 -0.299746640  1.405926e-05  1.707178e-03
#> AT3G01280 -0.158298570  4.891477e-04 -6.389761e-05
#> AT3G01290 -0.677494269  1.584008e-03 -8.402900e-04
#> AT3G01380 -1.147300594 -2.754700e-03 -2.219235e-03
#> AT3G01930 -0.740912384  1.616815e-04  9.800230e-05
#> AT3G02090 -0.237914579 -1.276778e-04  7.122939e-04
#> AT3G02350 -0.264850054  1.596642e-04 -7.879390e-04
#> AT3G02875 -0.017689129  4.264660e-04 -4.853557e-03
#> AT3G02880 -0.456349047  1.188092e-03  8.549495e-04
#> AT3G03050 -0.088302426 -1.380736e-04 -1.370623e-04
#> AT3G03060  0.156148799  3.741735e-04 -2.529400e-03
#> AT3G03330 -0.732256033  7.895730e-05 -1.149730e-03
#> AT3G03520 -0.556843058  3.786445e-03  1.574199e-04
#> AT3G04920 -1.023344658  2.841234e-03  3.656281e-04
#> AT3G05230 -0.241967606  1.632921e-04 -1.699674e-03
#> AT3G05710 -0.017104871  1.566106e-03 -1.703306e-04
#> AT3G06300 -0.365199154  4.075601e-03  1.700704e-03
#> AT3G06510 -0.227374819  2.473281e-04  9.936977e-05
#> AT3G06960 -0.612289164  1.352864e-04  2.555461e-04
#> AT3G07110 -0.738017964  2.239254e-03 -2.070849e-03
#> AT3G07140 -0.891445770 -1.125705e-03  7.914064e-05
#> AT3G07160 -0.331120870 -5.262637e-05  1.025395e-03
#> AT3G07180 -0.364571037  1.031627e-03  1.208526e-03
#> AT3G07330 -0.100625006 -4.082271e-03  1.358250e-03
#> AT3G07390 -0.654850340  1.942347e-03  2.370998e-03
#> AT3G08510 -0.722639187  7.830263e-05 -1.154752e-03
#> AT3G08580 -0.087726094  1.379948e-03  2.994007e-04
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#> AT3G08640 -0.276045054  1.988673e-04 -4.765505e-03
#> AT3G08950 -0.007929183  1.072205e-04 -2.167872e-04
#> AT3G09630 -1.065024843 -1.431203e-03  2.017070e-04
#> AT3G09740 -0.696197224  2.373225e-03  9.832177e-05
#> AT3G10370 -0.364047868  3.829755e-05  7.485548e-06
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#> AT3G13080 -0.432160432  1.267949e-03  1.367693e-03
#> AT3G13410 -1.255817384  2.406737e-04  3.217435e-04
#> AT3G13560 -0.421396365 -2.987514e-03 -1.837411e-04
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#> AT3G14610 -0.956481522  1.628371e-03  1.013491e-03
#> AT3G14840 -0.244520495 -3.430890e-05  4.269445e-04
#> AT3G15710 -0.070036784  1.429262e-04  1.423672e-03
#> AT3G15950 -0.225867497  3.171725e-03  2.426019e-03
#> AT3G16110 -0.535489828  3.214954e-03  2.127015e-04
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#> AT3G17840 -0.558176675 -2.596933e-05 -1.188131e-03
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#> AT3G18480 -0.195222127 -1.223700e-03 -1.305749e-04
#> AT3G18820 -0.531792666  9.035601e-04  5.186526e-05
#> AT3G19340 -1.411489141  1.420223e-04  1.462155e-03
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#> AT3G20000 -0.006730865  7.768007e-04 -8.844072e-04
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#> AT3G21250 -1.101046958  3.314995e-03  2.274867e-04
#> AT3G22370 -0.242753674 -5.804725e-05  9.241415e-04
#> AT3G23175 -1.063946555  1.417990e-03  1.110775e-04
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#> AT3G23400 -0.526258945  1.974159e-03 -7.055130e-05
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#> AT3G24160 -0.876861385  2.152264e-03 -4.362759e-04
#> AT3G24550 -0.312839707 -3.038273e-05 -1.700430e-03
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#> AT3G25610 -0.639537294  3.198360e-03 -1.879190e-03
#> AT3G25780 -0.544410847 -3.165067e-03 -1.270762e-04
#> AT3G26370 -0.448621739 -2.856882e-03 -7.666667e-04
#> AT3G26830 -0.175660733 -3.735431e-03 -1.095919e-04
#> AT3G27220 -0.145335990  1.675217e-04 -8.499636e-04
#> AT3G27230 -0.485836953  7.433465e-04 -8.437047e-04
#> AT3G27325 -1.085580509  2.784547e-05  1.338024e-03
#> AT3G28450 -0.205349013  7.515393e-04  2.714888e-03
#> AT3G28480 -0.315248900  1.273992e-03  1.600233e-03
#> AT3G28510 -0.961180864  1.357416e-03  7.162815e-04
#> AT3G28580 -0.772478174  3.104891e-03 -1.334386e-03
#> AT3G28710 -0.052000993  3.740792e-04  5.419092e-05
#> AT3G28720 -0.345660488  1.366931e-03  1.200189e-03
#> AT3G28860 -0.673880041 -8.644444e-04  9.607583e-04
#> AT3G42050  0.025929297  1.896258e-03  8.025353e-04
#> AT3G43190  0.012621555  2.271538e-03  7.180314e-05
#> AT3G44330 -0.798513887  7.493727e-04  1.257821e-04
#> AT3G45890 -0.383589768  9.385116e-04  1.036338e-04
#> AT3G46290 -0.292811428  5.865598e-03 -1.928060e-03
#> AT3G46740 -0.250326145  9.260853e-04 -3.291100e-04
#> AT3G46830 -0.944697257 -1.258884e-03  1.171282e-03
#> AT3G47200 -0.646622666  2.041392e-04 -2.322692e-03
#> AT3G47930 -0.448490264 -1.252063e-03 -1.029344e-03
#> AT3G47950 -0.030560256  1.689764e-04 -1.695536e-04
#> AT3G48820 -0.537373287  2.929688e-05  9.147956e-05
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#> AT3G49720 -0.432289084  2.545970e-03 -1.098686e-03
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#> AT3G49910 -1.356370584 -1.831293e-03 -4.497628e-03
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#> AT3G51580  0.675287684 -9.477681e-05  1.311284e-03
#> AT3G51740 -0.146396821 -1.971856e-03 -2.833135e-04
#> AT3G52190 -0.581465616 -3.934722e-03 -8.051950e-05
#> AT3G52300 -0.116044951  7.579171e-04 -3.141078e-04
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#> AT3G53480 -0.151822603  1.927625e-04 -4.827561e-03
#> AT3G53520 -0.324523515  2.413271e-03  5.554903e-04
#> AT3G54110 -0.194351346  8.339544e-04 -5.566959e-04
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#> AT3G55830 -0.166119694  3.118220e-03 -4.800300e-03
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#> AT4G02930 -0.300020656 -1.148473e-03 -9.048340e-04
#> AT4G03550 -0.639492244  5.622271e-04  5.893516e-04
#> AT4G04910 -0.097850521 -1.676017e-03 -2.633333e-03
#> AT4G05020 -0.223671410  8.287795e-04 -3.150059e-04
#> AT4G08850 -0.312464631  1.146663e-04 -1.119596e-04
#> AT4G09320 -0.018577069  1.810287e-03 -2.369565e-03
#> AT4G09580 -0.757502592  3.861072e-05  1.827212e-04
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#> AT4G11800 -1.039193127  3.117264e-03  2.629112e-04
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#> AT4G16120 -0.234123395  9.414818e-04  7.797940e-04
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#> AT4G16500 -1.015097302  2.044440e-03  1.792182e-04
#> AT4G16650 -0.552893533  1.396100e-05  6.185453e-05
#> AT4G17120 -0.053511515  1.146769e-04 -1.414817e-05
#> AT4G17140 -0.375601709  3.203808e-04  1.953830e-04
#> AT4G17170 -0.523636911  2.965606e-03  1.303106e-03
#> AT4G17430 -0.415182497 -8.163723e-06  2.457066e-03
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#> AT4G18100 -0.614891490 -1.290237e-05  9.622848e-05
#> AT4G18430 -0.294915830 -7.080445e-05 -1.157287e-04
#> AT4G19640 -0.408608755  2.040811e-04 -3.940498e-05
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#> AT4G20830 -0.488570850 -5.218595e-04 -6.851346e-05
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#> AT4G21700 -0.164007907  5.415244e-05 -2.412928e-03
#> AT4G21960 -0.368381835 -6.563045e-06 -5.908200e-05
#> AT4G23630 -0.434771593  5.974606e-04  5.412450e-05
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#> AT4G31500 -0.782094247 -4.156595e-04  6.448611e-04
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#> AT4G34640 -0.398112215 -1.331355e-03 -8.349752e-05
#> AT4G34960 -0.198320428  1.984876e-03 -1.456371e-05
#> AT4G35000  0.200392298 -2.504321e-03  2.829760e-03
#> AT4G35100 -0.455544967  1.320694e-03  1.531504e-03
#> AT4G35230 -0.812574004 -1.995999e-03  1.172093e-03
#> AT4G35790 -0.625567972  1.348904e-03  1.549710e-03
#> AT4G36220 -0.458874160  2.731344e-04 -4.011900e-04
#> AT4G36250 -1.074470622  7.771218e-04  9.774627e-04
#> AT4G36480 -0.402664699  1.544094e-03 -6.168529e-04
#> AT4G36750 -0.238044677 -8.273889e-04 -1.094407e-03
#> AT4G37330 -0.802648723  3.244301e-03 -1.352767e-03
#> AT4G37370 -0.600321859  2.495642e-03 -3.091172e-04
#> AT4G37410 -0.726702996  6.093394e-03  9.912908e-04
#> AT4G37430 -0.868248294  8.573036e-05  1.234243e-04
#> AT4G37640 -0.464489627  3.699824e-05  1.963852e-03
#> AT4G37690 -0.210896512 -1.922472e-05  6.743439e-06
#> AT4G37820  0.319805661  6.179518e-03 -7.018698e-05
#> AT4G38215 -1.366227477  2.571407e-03 -1.930505e-03
#> AT4G38240 -0.284652875 -1.271760e-03  4.660165e-05
#> AT4G38270 -0.528679391 -1.021329e-04  6.607804e-05
#> AT4G38350 -0.608065776  3.808378e-03 -7.135434e-04
#> AT4G38500 -0.218330435  3.087382e-03  8.460786e-04
#> AT4G39030 -0.098944549 -2.593383e-03 -4.830067e-03
#> AT4G39080 -0.748171809 -1.251221e-03  6.034021e-04
#> AT4G39400 -0.690567482  1.437352e-03  1.695376e-03
#> AT4G39460 -0.313316689  2.550016e-04  1.058610e-04
#> AT4G39690 -0.117404075  1.052559e-03 -1.336088e-03
#> AT4G39840 -0.097475446 -2.611497e-03 -2.479967e-03
#> AT4G39990 -0.325858161  4.824659e-05 -1.168473e-04
#> AT5G01500 -0.089895143  1.479259e-04 -3.011035e-05
#> AT5G01590 -0.242396205 -1.067930e-03  2.337501e-03
#> AT5G02450 -0.890144891 -1.374167e-03  1.417278e-04
#> AT5G02870 -0.976621423 -1.483609e-03  6.581831e-05
#> AT5G03160 -0.571365871 -3.660690e-03 -2.357063e-03
#> AT5G03895 -0.050446652  3.132029e-03  1.322713e-04
#> AT5G04060  0.171382892  3.839643e-03 -2.666671e-05
#> AT5G04480  0.024599623  1.881621e-03  4.599433e-03
#> AT5G04885 -0.273727330 -8.718882e-04  8.641855e-04
#> AT5G04930  0.032882845 -7.862625e-05  1.435672e-03
#> AT5G04990 -0.371181932  2.879879e-03  4.660694e-05
#> AT5G05000 -0.327407900  2.622413e-03  1.436811e-04
#> AT5G05170 -0.036803742 -2.956137e-03  1.100534e-03
#> AT5G05520 -0.224844311 -7.258943e-04 -9.624604e-06
#> AT5G05670 -0.397964554  2.624465e-03  1.566945e-04
#> AT5G06320 -0.765647638  5.336128e-05 -8.708697e-04
#> AT5G07340 -0.556887909  8.472488e-05 -3.025627e-05
#> AT5G07910 -0.980031824 -1.177709e-04  1.578007e-04
#> AT5G08040 -0.104371907  1.631131e-03 -9.686885e-04
#> AT5G08080 -0.262491631  1.301143e-03 -1.353851e-03
#> AT5G08545 -0.462668587  2.362130e-03 -9.804330e-04
#> AT5G09400 -0.301768924 -2.670772e-03  7.810850e-07
#> AT5G09420  0.002164032  1.208933e-04  2.250851e-03
#> AT5G09810 -0.558377900  1.967895e-04  7.864139e-04
#> AT5G10360 -1.686499558 -9.409213e-05  5.293652e-03
#> AT5G10840 -0.096894885 -1.690655e-03  2.316795e-03
#> AT5G11560 -0.827024886 -1.075405e-04  1.173450e-03
#> AT5G11730  0.045358437  1.783155e-03  1.888923e-03
#> AT5G12290 -0.048246693 -7.639564e-04 -7.408297e-05
#> AT5G12470 -0.145458690  6.610427e-04  4.327690e-04
#> AT5G12860 -0.041831246  7.700511e-04 -1.098068e-04
#> AT5G13450 -0.261093523  1.516521e-04 -1.970810e-03
#> AT5G13490 -0.057876687  5.468533e-04  1.432943e-04
#> AT5G13610  0.294071286 -2.581264e-03 -4.661233e-04
#> AT5G13640 -0.697012228  1.488565e-04  5.502909e-04
#> AT5G14040 -0.088952920 -8.372055e-05  5.076538e-04
#> AT5G14220  0.031971297 -3.526905e-04 -6.462661e-05
#> AT5G14430 -0.197741252  3.040501e-03  2.330959e-05
#> AT5G14950 -0.403475251 -4.648916e-04 -4.433444e-04
#> AT5G15090 -0.191287146  7.704847e-04  7.713872e-04
#> AT5G15910 -0.641803725  1.931946e-03  1.029211e-04
#> AT5G16910 -0.119060936  5.954751e-03  1.013039e-03
#> AT5G16930 -0.290814587 -1.321221e-03  1.074466e-03
#> AT5G17760 -0.264783738 -5.917655e-03  2.172967e-03
#> AT5G17770 -0.781744740 -1.758598e-03 -1.353813e-03
#> AT5G17920 -0.041186921  1.349235e-04 -1.170353e-04
#> AT5G17980 -0.375284845 -1.781039e-03 -1.649345e-03
#> AT5G18280 -0.265213119 -5.852821e-03 -2.384820e-04
#> AT5G18485 -0.081865144  1.277271e-03  6.504013e-04
#> AT5G18800 -0.375623374 -1.008861e-04  2.511397e-03
#> AT5G18900 -0.373203585  1.911886e-03  2.368657e-03
#> AT5G19130 -0.814081937 -1.444932e-03  6.543310e-05
#> AT5G19320 -0.941475712  1.166495e-03  1.700678e-03
#> AT5G19550 -0.162648752  9.544731e-05  3.075576e-03
#> AT5G19620 -0.199380761  1.360799e-03  9.959922e-05
#> AT5G19690 -0.879233296 -5.884511e-04  8.573467e-04
#> AT5G19760 -0.049995249  2.513995e-03 -7.427505e-04
#> AT5G20090 -0.442976973  3.120545e-03 -1.532070e-03
#> AT5G20290 -1.004396691 -9.539868e-04  7.011023e-04
#> AT5G20350  0.062112068  1.295126e-04 -2.062883e-04
#> AT5G20520 -0.553438646  5.913664e-05  2.370162e-05
#> AT5G20655 -0.764041287 -2.879833e-03 -5.671121e-04
#> AT5G22640  0.037513539  2.027848e-04  2.273931e-03
#> AT5G22790 -0.169602955  3.136895e-03  1.185943e-04
#> AT5G23300 -0.078104989  2.121662e-04  1.414727e-03
#> AT5G23575 -0.556318444  2.042319e-03  2.503331e-03
#> AT5G23630 -0.757005477 -1.286863e-03  5.402045e-04
#> AT5G23850 -0.141156542 -9.882538e-05 -7.241240e-05
#> AT5G23890 -0.096426424  2.267327e-04 -2.600512e-05
#> AT5G24290 -0.699946772  5.327321e-05  1.695798e-05
#> AT5G24690 -0.676894307 -1.468159e-03  2.228752e-04
#> AT5G24810 -0.787760826  1.222770e-03  1.838659e-04
#> AT5G25100  0.063615872 -1.122291e-03 -1.130927e-03
#> AT5G25900 -0.816125431 -2.061035e-03 -6.413403e-04
#> AT5G26030 -0.214272292  2.907042e-03  1.623765e-03
#> AT5G26260 -0.237833216 -9.430105e-04 -8.887291e-04
#> AT5G26280 -0.730505694  2.559429e-04  1.897681e-04
#> AT5G27330 -0.629381017 -1.078449e-03  8.141186e-04
#> AT5G27540 -0.127096380  1.395872e-03  3.346222e-04
#> AT5G27850 -1.193593226 -2.713342e-04  2.767207e-03
#> AT5G28060 -0.363082794 -1.262654e-04  7.692730e-05
#> AT5G33320  0.177030761  5.504351e-04  2.235946e-05
#> AT5G35160 -0.290060382 -9.676574e-04 -5.551439e-04
#> AT5G37310 -0.456469555  7.038413e-05  1.292026e-04
#> AT5G39040 -0.567609623 -9.195859e-04 -8.875484e-04
#> AT5G39410 -0.577067115  1.453730e-04  6.630147e-05
#> AT5G39510 -0.797405795  3.951540e-04  2.044897e-04
#> AT5G40480 -0.455940465 -1.533944e-03 -1.147350e-04
#> AT5G42020 -0.773000188 -3.692714e-03  1.178207e-03
#> AT5G42080 -0.508907324 -8.085768e-04  9.505786e-04
#> AT5G42570 -0.561896800  2.393428e-03  2.446004e-03
#> AT5G42960 -0.444578658 -1.143168e-03  2.521189e-03
#> AT5G42980  0.081331229  1.620787e-03  2.309632e-03
#> AT5G43100 -0.166006956 -1.755420e-03 -2.221636e-03
#> AT5G43460 -0.117773290  1.882141e-03  2.413087e-03
#> AT5G43970 -0.229351926 -6.226409e-04 -5.136828e-05
#> AT5G44240 -0.266861349  3.193068e-03 -7.815323e-04
#> AT5G44790  0.044562137 -8.885283e-04 -1.585895e-03
#> AT5G44920 -0.653229698  3.261598e-03 -1.633720e-03
#> AT5G45130 -0.567449263  5.992772e-03 -2.275621e-03
#> AT5G45160 -0.624424255 -1.342099e-03  9.329767e-05
#> AT5G45420 -0.938667338  1.389600e-04  5.076475e-03
#> AT5G45470 -0.682892805  4.332032e-05 -1.270623e-03
#> AT5G45480 -0.287523886  3.050262e-03 -1.150794e-03
#> AT5G45750 -0.402001007 -1.810269e-04 -1.108637e-04
#> AT5G46800  0.127412088  2.480219e-04  7.414038e-04
#> AT5G47420 -0.852641885  2.748601e-04  1.516827e-04
#> AT5G47910 -0.345685215 -7.549829e-04  1.482810e-03
#> AT5G47990 -0.545262258  1.590562e-04 -3.795081e-05
#> AT5G48000 -0.748544983  7.785405e-05  4.091100e-05
#> AT5G48030 -0.832579009 -1.247863e-05 -2.536804e-05
#> AT5G48810 -0.681272424 -4.880213e-04  1.633917e-03
#> AT5G49760 -0.434962707  2.998671e-03  1.252788e-03
#> AT5G49945 -0.657179653  2.185808e-03  1.785544e-03
#> AT5G50000 -0.415890804 -3.068084e-03 -2.234805e-04
#> AT5G50370 -0.234706096  3.689783e-04 -1.119259e-04
#> AT5G51570 -0.406289304  2.698800e-03 -3.641653e-04
#> AT5G52240 -0.985891052 -2.771128e-03  7.514193e-05
#> AT5G52420 -1.049178062  1.440256e-05  1.628824e-04
#> AT5G53170 -0.132833151  3.811954e-04 -1.473872e-03
#> AT5G53560 -1.037784990 -5.273606e-04  9.768687e-04
#> AT5G54100 -0.201458993  1.341410e-04 -3.779113e-06
#> AT5G55070 -0.053019997 -1.333284e-03 -2.571196e-03
#> AT5G55480 -0.376788340 -4.882082e-04 -5.687371e-04
#> AT5G55610 -0.241438420 -3.695013e-03 -1.661897e-03
#> AT5G55730 -0.821619033  3.722067e-05  1.657196e-03
#> AT5G55940 -1.336293203  1.016540e-04  1.847770e-03
#> AT5G56730 -0.156788455  2.097776e-03  1.213231e-03
#> AT5G57110 -0.562721137  5.478526e-05 -1.223649e-03
#> AT5G57490 -0.603960005 -5.968817e-03 -9.976475e-05
#> AT5G57655 -0.812543642 -2.727827e-03  1.601264e-04
#> AT5G57800 -0.440691806  2.025311e-04 -8.473554e-04
#> AT5G58070 -0.468015691  8.848792e-05 -1.609874e-03
#> AT5G58090 -0.594138056 -3.950518e-03 -1.054939e-03
#> AT5G58100 -0.312595745 -1.855341e-03 -5.819148e-04
#> AT5G58270 -0.092729294  7.937878e-04 -9.523172e-04
#> AT5G58640 -0.606324506  2.461624e-03  4.847859e-03
#> AT5G60640 -1.001152065  1.255766e-03 -8.951159e-04
#> AT5G61240  0.168956176  7.848794e-05 -2.962236e-04
#> AT5G61790 -0.564815752 -6.014047e-04 -2.413465e-04
#> AT5G61840  0.021282602  2.661599e-04 -2.149272e-03
#> AT5G62390 -0.599968141 -3.929981e-03 -1.247302e-03
#> AT5G62670 -0.148859122 -2.501674e-04 -1.891249e-04
#> AT5G62740 -0.808680509 -2.472738e-05  8.383480e-04
#> AT5G63030  0.001809582  2.461819e-04 -1.681715e-04
#> AT5G63400 -0.010441420  2.695841e-03 -1.577472e-04
#> AT5G63840 -0.516341286 -2.406309e-03  2.377169e-03
#> AT5G64030  0.038094707 -7.550599e-04  1.836270e-03
#> AT5G64100 -0.189055713  2.060936e-03 -8.590368e-05
#> AT5G64290 -0.033046869  3.579646e-04  9.948149e-05
#> AT5G64440 -0.945718255  1.018533e-03  2.010404e-04
#> AT5G64970 -0.191233966  2.161002e-03  7.676111e-05
#> AT5G65250 -0.330782557  1.265880e-04 -2.248935e-03
#> AT5G65270 -0.052960701 -2.848729e-03 -2.661229e-03
#> AT5G66680 -0.919838308  4.460947e-04  5.323991e-04
#> AT5G67500 -0.216066132 -6.212557e-04 -8.301994e-05
#> COB        0.094299350 -1.434789e-04  2.236276e-03
#> COX2      -0.371347486 -1.244907e-04 -2.457154e-03
#> NAD5      -0.258469390  6.587212e-05 -2.453235e-03
#> ORF25     -0.345160716 -1.639239e-03  1.278030e-03
#> ORFB       0.331575501 -2.972403e-03  1.995071e-03
#> RPS7-01   -0.275221103  1.314683e-03 -6.481212e-04
#> 
#> $pca.col
#>   [1] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#9ACD32"  
#>   [7] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#E0E0E030"
#>  [13] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#377EB8"   "#E0E0E030"
#>  [19] "#E0E0E030" "#309C17"   "#E41A1C"   "#F781BF"   "#E0E0E030" "#E0E0E030"
#>  [25] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#>  [31] "#E0E0E030" "#E0E0E030" "#9ACD32"   "#FFD700"   "#F781BF"   "#E0E0E030"
#>  [37] "#A65628"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#>  [43] "#00CED1"   "#9ACD32"   "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030"
#>  [49] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#309C17"  
#>  [55] "#E0E0E030" "#309C17"   "#E41A1C"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#>  [61] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#E0E0E030" "#E0E0E030"
#>  [67] "#FFD700"   "#377EB8"   "#F781BF"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#>  [73] "#FFD700"   "#E0E0E030" "#E0E0E030" "#9ACD32"   "#F781BF"   "#E0E0E030"
#>  [79] "#E0E0E030" "#377EB8"   "#377EB8"   "#E0E0E030" "#E0E0E030" "#A65628"  
#>  [85] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#FF7F00"   "#309C17"  
#>  [91] "#FF7F00"   "#E0E0E030" "#E0E0E030" "#309C17"   "#E0E0E030" "#E41A1C"  
#>  [97] "#FF7F00"   "#E0E0E030" "#E0E0E030" "#F781BF"   "#FF7F00"   "#9ACD32"  
#> [103] "#E0E0E030" "#F781BF"   "#E0E0E030" "#377EB8"   "#E0E0E030" "#E0E0E030"
#> [109] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E41A1C"   "#E0E0E030" "#E0E0E030"
#> [115] "#E0E0E030" "#377EB8"   "#9ACD32"   "#377EB8"   "#E0E0E030" "#E0E0E030"
#> [121] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#E0E0E030" "#E0E0E030"
#> [127] "#E0E0E030" "#377EB8"   "#377EB8"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [133] "#E41A1C"   "#E0E0E030" "#E0E0E030" "#A65628"   "#309C17"   "#E0E0E030"
#> [139] "#309C17"   "#FFD700"   "#377EB8"   "#E0E0E030" "#E0E0E030" "#377EB8"  
#> [145] "#E0E0E030" "#E41A1C"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#9ACD32"  
#> [151] "#309C17"   "#00CED1"   "#E0E0E030" "#00CED1"   "#E0E0E030" "#E0E0E030"
#> [157] "#E0E0E030" "#377EB8"   "#FFD700"   "#377EB8"   "#E0E0E030" "#E0E0E030"
#> [163] "#377EB8"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030"
#> [169] "#A65628"   "#F781BF"   "#F781BF"   "#E0E0E030" "#FF7F00"   "#377EB8"  
#> [175] "#00CED1"   "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [181] "#FF7F00"   "#E0E0E030" "#FFD700"   "#FF7F00"   "#E0E0E030" "#E0E0E030"
#> [187] "#309C17"   "#A65628"   "#FF7F00"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [193] "#377EB8"   "#9ACD32"   "#E0E0E030" "#FF7F00"   "#309C17"   "#E0E0E030"
#> [199] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#E0E0E030" "#E0E0E030"
#> [205] "#E0E0E030" "#FF7F00"   "#E0E0E030" "#FF7F00"   "#E0E0E030" "#FF7F00"  
#> [211] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [217] "#377EB8"   "#E41A1C"   "#FF7F00"   "#FF7F00"   "#E0E0E030" "#F781BF"  
#> [223] "#9ACD32"   "#E0E0E030" "#E0E0E030" "#A65628"   "#E0E0E030" "#FFD700"  
#> [229] "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [235] "#E0E0E030" "#309C17"   "#377EB8"   "#E0E0E030" "#E0E0E030" "#377EB8"  
#> [241] "#E0E0E030" "#E0E0E030" "#9ACD32"   "#FF7F00"   "#E0E0E030" "#FFD700"  
#> [247] "#E0E0E030" "#E0E0E030" "#FF7F00"   "#377EB8"   "#FFD700"   "#E0E0E030"
#> [253] "#FFD700"   "#377EB8"   "#E0E0E030" "#E41A1C"   "#309C17"   "#9ACD32"  
#> [259] "#00CED1"   "#FF7F00"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [265] "#309C17"   "#E0E0E030" "#E0E0E030" "#309C17"   "#E0E0E030" "#E0E0E030"
#> [271] "#E0E0E030" "#A65628"   "#377EB8"   "#F781BF"   "#E0E0E030" "#00CED1"  
#> [277] "#E0E0E030" "#A65628"   "#E0E0E030" "#FFD700"   "#377EB8"   "#309C17"  
#> [283] "#FFD700"   "#E0E0E030" "#FF7F00"   "#00CED1"   "#00CED1"   "#FF7F00"  
#> [289] "#A65628"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [295] "#E0E0E030" "#9ACD32"   "#E0E0E030" "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [301] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E41A1C"   "#E0E0E030"
#> [307] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [313] "#E0E0E030" "#E0E0E030" "#FF7F00"   "#E0E0E030" "#309C17"   "#E0E0E030"
#> [319] "#9ACD32"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [325] "#E0E0E030" "#00CED1"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [331] "#309C17"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [337] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [343] "#E0E0E030" "#9ACD32"   "#E0E0E030" "#E0E0E030" "#9ACD32"   "#E0E0E030"
#> [349] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#00CED1"   "#E0E0E030" "#FFD700"  
#> [355] "#E0E0E030" "#FFD700"   "#309C17"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [361] "#E0E0E030" "#E0E0E030" "#A65628"   "#FF7F00"   "#E0E0E030" "#E0E0E030"
#> [367] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [373] "#377EB8"   "#FF7F00"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#309C17"  
#> [379] "#FF7F00"   "#E0E0E030" "#E41A1C"   "#377EB8"   "#309C17"   "#E0E0E030"
#> [385] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#377EB8"   "#377EB8"  
#> [391] "#E0E0E030" "#9ACD32"   "#E0E0E030" "#FF7F00"   "#E0E0E030" "#FF7F00"  
#> [397] "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030" "#309C17"   "#E0E0E030"
#> [403] "#E0E0E030" "#9ACD32"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [409] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#377EB8"  
#> [415] "#00CED1"   "#FF7F00"   "#FFD700"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [421] "#E0E0E030" "#377EB8"   "#00CED1"   "#9ACD32"   "#E0E0E030" "#FFD700"  
#> [427] "#FFD700"   "#E0E0E030" "#F781BF"   "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [433] "#E0E0E030" "#E0E0E030" "#A65628"   "#309C17"   "#E0E0E030" "#E0E0E030"
#> [439] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [445] "#E0E0E030" "#E0E0E030" "#A65628"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [451] "#E0E0E030" "#377EB8"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [457] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E41A1C"   "#E0E0E030" "#FFD700"  
#> [463] "#FFD700"   "#E0E0E030" "#FF7F00"   "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [469] "#FFD700"   "#FF7F00"   "#FF7F00"   "#E0E0E030" "#FF7F00"   "#E0E0E030"
#> [475] "#E0E0E030" "#FF7F00"   "#E0E0E030" "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [481] "#FFD700"   "#E0E0E030" "#F781BF"   "#E0E0E030" "#E0E0E030" "#FFD700"  
#> [487] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#A65628"   "#377EB8"   "#E0E0E030"
#> [493] "#00CED1"   "#E0E0E030" "#FF7F00"   "#00CED1"   "#E0E0E030" "#E0E0E030"
#> [499] "#377EB8"   "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [505] "#377EB8"   "#E0E0E030" "#377EB8"   "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [511] "#E0E0E030" "#377EB8"   "#377EB8"   "#309C17"   "#E0E0E030" "#E41A1C"  
#> [517] "#309C17"   "#309C17"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#9ACD32"  
#> [523] "#FFD700"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [529] "#E0E0E030" "#A65628"   "#A65628"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [535] "#E0E0E030" "#FFD700"   "#FFD700"   "#E0E0E030" "#00CED1"   "#E0E0E030"
#> [541] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#377EB8"   "#FFD700"   "#FF7F00"  
#> [547] "#E0E0E030" "#E0E0E030" "#9ACD32"   "#FF7F00"   "#E0E0E030" "#A65628"  
#> [553] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [559] "#E0E0E030" "#FF7F00"   "#FF7F00"   "#E0E0E030" "#FF7F00"   "#00CED1"  
#> [565] "#E0E0E030" "#E0E0E030" "#FF7F00"   "#FF7F00"   "#309C17"   "#FF7F00"  
#> [571] "#FFD700"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#309C17"  
#> [577] "#FF7F00"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [583] "#377EB8"   "#FF7F00"   "#E0E0E030" "#A65628"   "#E0E0E030" "#E0E0E030"
#> [589] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [595] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [601] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [607] "#A65628"   "#A65628"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#9ACD32"  
#> [613] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [619] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [625] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#377EB8"   "#E0E0E030" "#FFD700"  
#> [631] "#FFD700"   "#E0E0E030" "#FF7F00"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [637] "#E0E0E030" "#E0E0E030" "#377EB8"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [643] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#00CED1"   "#377EB8"  
#> [649] "#FF7F00"   "#E0E0E030" "#FFD700"   "#E0E0E030" "#FFD700"   "#377EB8"  
#> [655] "#E0E0E030" "#FFD700"   "#FF7F00"   "#E41A1C"   "#FFD700"   "#E0E0E030"
#> [661] "#FFD700"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E41A1C"   "#E0E0E030"
#> [667] "#377EB8"   "#309C17"   "#377EB8"   "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [673] "#E0E0E030" "#E0E0E030" "#F781BF"   "#E0E0E030" "#00CED1"   "#E0E0E030"
#> [679] "#E0E0E030" "#00CED1"   "#E0E0E030" "#377EB8"   "#FF7F00"   "#E0E0E030"
#> [685] "#E0E0E030" "#FF7F00"   "#E0E0E030" "#FF7F00"   "#00CED1"  
#> 
#> $pred.col
#>   [1] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#9ACD32"  
#>   [7] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#E0E0E030"
#>  [13] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#377EB8"   "#E0E0E030"
#>  [19] "#E0E0E030" "#309C17"   "#E41A1C"   "#F781BF"   "#E0E0E030" "#E0E0E030"
#>  [25] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#>  [31] "#E0E0E030" "#E0E0E030" "#9ACD32"   "#FFD700"   "#F781BF"   "#E0E0E030"
#>  [37] "#A65628"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#>  [43] "#00CED1"   "#9ACD32"   "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030"
#>  [49] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#309C17"  
#>  [55] "#E0E0E030" "#309C17"   "#E41A1C"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#>  [61] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#E0E0E030" "#E0E0E030"
#>  [67] "#FFD700"   "#377EB8"   "#F781BF"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#>  [73] "#FFD700"   "#E0E0E030" "#E0E0E030" "#9ACD32"   "#F781BF"   "#E0E0E030"
#>  [79] "#E0E0E030" "#377EB8"   "#377EB8"   "#E0E0E030" "#E0E0E030" "#A65628"  
#>  [85] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#FF7F00"   "#309C17"  
#>  [91] "#FF7F00"   "#E0E0E030" "#E0E0E030" "#309C17"   "#E0E0E030" "#E41A1C"  
#>  [97] "#FF7F00"   "#E0E0E030" "#E0E0E030" "#F781BF"   "#FF7F00"   "#9ACD32"  
#> [103] "#E0E0E030" "#F781BF"   "#E0E0E030" "#377EB8"   "#E0E0E030" "#E0E0E030"
#> [109] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E41A1C"   "#E0E0E030" "#E0E0E030"
#> [115] "#E0E0E030" "#377EB8"   "#9ACD32"   "#377EB8"   "#E0E0E030" "#E0E0E030"
#> [121] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#E0E0E030" "#E0E0E030"
#> [127] "#E0E0E030" "#377EB8"   "#377EB8"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [133] "#E41A1C"   "#E0E0E030" "#E0E0E030" "#A65628"   "#309C17"   "#E0E0E030"
#> [139] "#309C17"   "#FFD700"   "#377EB8"   "#E0E0E030" "#E0E0E030" "#377EB8"  
#> [145] "#E0E0E030" "#E41A1C"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#9ACD32"  
#> [151] "#309C17"   "#00CED1"   "#E0E0E030" "#00CED1"   "#E0E0E030" "#E0E0E030"
#> [157] "#E0E0E030" "#377EB8"   "#FFD700"   "#377EB8"   "#E0E0E030" "#E0E0E030"
#> [163] "#377EB8"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030"
#> [169] "#A65628"   "#F781BF"   "#F781BF"   "#E0E0E030" "#FF7F00"   "#377EB8"  
#> [175] "#00CED1"   "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [181] "#FF7F00"   "#E0E0E030" "#FFD700"   "#FF7F00"   "#E0E0E030" "#E0E0E030"
#> [187] "#309C17"   "#A65628"   "#FF7F00"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [193] "#377EB8"   "#9ACD32"   "#E0E0E030" "#FF7F00"   "#309C17"   "#E0E0E030"
#> [199] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#E0E0E030" "#E0E0E030"
#> [205] "#E0E0E030" "#FF7F00"   "#E0E0E030" "#FF7F00"   "#E0E0E030" "#FF7F00"  
#> [211] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [217] "#377EB8"   "#E41A1C"   "#FF7F00"   "#FF7F00"   "#E0E0E030" "#F781BF"  
#> [223] "#9ACD32"   "#E0E0E030" "#E0E0E030" "#A65628"   "#E0E0E030" "#FFD700"  
#> [229] "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [235] "#E0E0E030" "#309C17"   "#377EB8"   "#E0E0E030" "#E0E0E030" "#377EB8"  
#> [241] "#E0E0E030" "#E0E0E030" "#9ACD32"   "#FF7F00"   "#E0E0E030" "#FFD700"  
#> [247] "#E0E0E030" "#E0E0E030" "#FF7F00"   "#377EB8"   "#FFD700"   "#E0E0E030"
#> [253] "#FFD700"   "#377EB8"   "#E0E0E030" "#E41A1C"   "#309C17"   "#9ACD32"  
#> [259] "#00CED1"   "#FF7F00"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [265] "#309C17"   "#E0E0E030" "#E0E0E030" "#309C17"   "#E0E0E030" "#E0E0E030"
#> [271] "#E0E0E030" "#A65628"   "#377EB8"   "#F781BF"   "#E0E0E030" "#00CED1"  
#> [277] "#E0E0E030" "#A65628"   "#E0E0E030" "#FFD700"   "#377EB8"   "#309C17"  
#> [283] "#FFD700"   "#E0E0E030" "#FF7F00"   "#00CED1"   "#00CED1"   "#FF7F00"  
#> [289] "#A65628"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [295] "#E0E0E030" "#9ACD32"   "#E0E0E030" "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [301] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E41A1C"   "#E0E0E030"
#> [307] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [313] "#E0E0E030" "#E0E0E030" "#FF7F00"   "#E0E0E030" "#309C17"   "#E0E0E030"
#> [319] "#9ACD32"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [325] "#E0E0E030" "#00CED1"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [331] "#309C17"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [337] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [343] "#E0E0E030" "#9ACD32"   "#E0E0E030" "#E0E0E030" "#9ACD32"   "#E0E0E030"
#> [349] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#00CED1"   "#E0E0E030" "#FFD700"  
#> [355] "#E0E0E030" "#FFD700"   "#309C17"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [361] "#E0E0E030" "#E0E0E030" "#A65628"   "#FF7F00"   "#E0E0E030" "#E0E0E030"
#> [367] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [373] "#377EB8"   "#FF7F00"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#309C17"  
#> [379] "#FF7F00"   "#E0E0E030" "#E41A1C"   "#377EB8"   "#309C17"   "#E0E0E030"
#> [385] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#377EB8"   "#377EB8"  
#> [391] "#E0E0E030" "#9ACD32"   "#E0E0E030" "#FF7F00"   "#E0E0E030" "#FF7F00"  
#> [397] "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030" "#309C17"   "#E0E0E030"
#> [403] "#E0E0E030" "#9ACD32"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [409] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#377EB8"  
#> [415] "#00CED1"   "#FF7F00"   "#FFD700"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [421] "#E0E0E030" "#377EB8"   "#00CED1"   "#9ACD32"   "#E0E0E030" "#FFD700"  
#> [427] "#FFD700"   "#E0E0E030" "#F781BF"   "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [433] "#E0E0E030" "#E0E0E030" "#A65628"   "#309C17"   "#E0E0E030" "#E0E0E030"
#> [439] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [445] "#E0E0E030" "#E0E0E030" "#A65628"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [451] "#E0E0E030" "#377EB8"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [457] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E41A1C"   "#E0E0E030" "#FFD700"  
#> [463] "#FFD700"   "#E0E0E030" "#FF7F00"   "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [469] "#FFD700"   "#FF7F00"   "#FF7F00"   "#E0E0E030" "#FF7F00"   "#E0E0E030"
#> [475] "#E0E0E030" "#FF7F00"   "#E0E0E030" "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [481] "#FFD700"   "#E0E0E030" "#F781BF"   "#E0E0E030" "#E0E0E030" "#FFD700"  
#> [487] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#A65628"   "#377EB8"   "#E0E0E030"
#> [493] "#00CED1"   "#E0E0E030" "#FF7F00"   "#00CED1"   "#E0E0E030" "#E0E0E030"
#> [499] "#377EB8"   "#E0E0E030" "#E0E0E030" "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [505] "#377EB8"   "#E0E0E030" "#377EB8"   "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [511] "#E0E0E030" "#377EB8"   "#377EB8"   "#309C17"   "#E0E0E030" "#E41A1C"  
#> [517] "#309C17"   "#309C17"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#9ACD32"  
#> [523] "#FFD700"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [529] "#E0E0E030" "#A65628"   "#A65628"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [535] "#E0E0E030" "#FFD700"   "#FFD700"   "#E0E0E030" "#00CED1"   "#E0E0E030"
#> [541] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#377EB8"   "#FFD700"   "#FF7F00"  
#> [547] "#E0E0E030" "#E0E0E030" "#9ACD32"   "#FF7F00"   "#E0E0E030" "#A65628"  
#> [553] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [559] "#E0E0E030" "#FF7F00"   "#FF7F00"   "#E0E0E030" "#FF7F00"   "#00CED1"  
#> [565] "#E0E0E030" "#E0E0E030" "#FF7F00"   "#FF7F00"   "#309C17"   "#FF7F00"  
#> [571] "#FFD700"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#309C17"  
#> [577] "#FF7F00"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [583] "#377EB8"   "#FF7F00"   "#E0E0E030" "#A65628"   "#E0E0E030" "#E0E0E030"
#> [589] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [595] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [601] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [607] "#A65628"   "#A65628"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#9ACD32"  
#> [613] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [619] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [625] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#377EB8"   "#E0E0E030" "#FFD700"  
#> [631] "#FFD700"   "#E0E0E030" "#FF7F00"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [637] "#E0E0E030" "#E0E0E030" "#377EB8"   "#E0E0E030" "#E0E0E030" "#E0E0E030"
#> [643] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#00CED1"   "#377EB8"  
#> [649] "#FF7F00"   "#E0E0E030" "#FFD700"   "#E0E0E030" "#FFD700"   "#377EB8"  
#> [655] "#E0E0E030" "#FFD700"   "#FF7F00"   "#E41A1C"   "#FFD700"   "#E0E0E030"
#> [661] "#FFD700"   "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E41A1C"   "#E0E0E030"
#> [667] "#377EB8"   "#309C17"   "#377EB8"   "#FFD700"   "#E0E0E030" "#E0E0E030"
#> [673] "#E0E0E030" "#E0E0E030" "#F781BF"   "#E0E0E030" "#00CED1"   "#E0E0E030"
#> [679] "#E0E0E030" "#00CED1"   "#E0E0E030" "#377EB8"   "#FF7F00"   "#E0E0E030"
#> [685] "#E0E0E030" "#FF7F00"   "#E0E0E030" "#FF7F00"   "#00CED1"  
#> 
#> attr(,"class")
#> [1] "plot2Ds" "list"   
head(data1(res))
#>                  PC1        PC2
#> AT1G01610 -0.3535953  1.1842015
#> AT1G02120 -2.9535572  0.7418581
#> AT1G02520 -0.1197655  0.3958698
#> AT1G03220  0.2601386  0.7441646
#> AT1G03860  2.8893018 -0.4735220
#> AT1G04120 -4.1688044 -3.5954428
head(col1(res))
#> [1] "#E0E0E030" "#E0E0E030" "#E0E0E030" "#E0E0E030" "#FF7F00"   "#9ACD32"

Draw 2 data sets on one PCA plot

Arguments

Value

See also

Author

Examples