Transpose an object of class data.frame that contains assay measurements while preserving row (feature) and column (sample) names.

TransposeAssay(
  assay_df,
  omeNames = c("firstCol", "rowNames"),
  stringsAsFactors = FALSE
)

Arguments

assay_df

A data frame with numeric values to transpose

omeNames

Are the data feature names in the first column or in the row names of df? Defaults to the first column. If the feature names are in the row names, this function assumes that these names are accesible by the rownames function called on df.

stringsAsFactors

Should columns containing string information be coerced to factors? Defaults to FALSE.

Value

The transposition of df, with row and column names preserved and reversed.

Details

This function is designed to transpose "tall" assay data frames (where genes or proteins are the rows and patient or tumour samples are the columns). This function also transposes the row (feature) names to column names and the column (sample) names to row names. Notice that all rows and columns (other than the feature name column, as applicable) are numeric.

Recall that data frames require that all elements of a single column to have the same class. Therefore, sample IDs of a "tall" data frame must be stored as the column names rather than in the first row.

Examples

x_mat <- matrix(rnorm(5000), ncol = 20, nrow = 250) rownames(x_mat) <- paste0("gene_", 1:250) colnames(x_mat) <- paste0("sample_", 1:20) x_df <- as.data.frame(x_mat, row.names = rownames(x_mat)) TransposeAssay(x_df, omeNames = "rowNames")
#> gene_1 gene_2 gene_3 gene_4 gene_5 #> sample_1 -1.40004352 0.2553171 -2.43726361 -0.005571287 0.62155272 #> sample_2 -0.83021426 -0.5035929 -1.19364118 -0.751723323 1.45584140 #> sample_3 -0.71152414 0.6621788 0.29113022 0.197958000 -1.20356611 #> sample_4 0.06391875 -0.9193322 0.90133529 -0.797728297 0.66822120 #> sample_5 -0.33671496 -0.2158402 0.62113229 -1.284026517 -1.30009244 #> sample_6 1.98351232 -1.8513784 -0.90978818 -1.951440016 -0.80027646 #> sample_7 -0.57852490 -0.1691090 -1.91923252 -1.534266387 -1.11476122 #> sample_8 -0.07134503 2.0957344 1.32208261 1.200558995 -0.78187457 #> sample_9 -0.16624618 0.1202185 -0.66173431 -0.530622574 -0.30141870 #> sample_10 2.28139492 -1.0422853 0.71230719 1.220747981 0.33601868 #> sample_11 0.38599496 -0.8388426 -0.53002759 -2.293182084 1.85526364 #> sample_12 0.53220725 -1.2969308 -0.11645988 -1.791435814 1.03763845 #> sample_13 1.12061565 0.3998977 -0.98452766 -0.502562184 0.98714844 #> sample_14 -0.17999302 0.9768564 -0.18660273 -0.034098393 1.48873220 #> sample_15 -2.90422064 0.3370126 0.76451066 -0.669378190 -0.16096887 #> sample_16 -0.02313530 0.2041608 0.04422852 0.627097488 -0.94724955 #> sample_17 -0.77331347 3.4805397 -0.61742197 0.520782443 0.59254025 #> sample_18 0.55419600 0.5607759 -1.43078881 0.256530937 0.44751298 #> sample_19 0.68571475 -1.5741902 -1.03920264 1.062892692 -1.27938089 #> sample_20 -0.56675822 0.5739729 0.91685224 1.182521119 0.08992096 #> gene_6 gene_7 gene_8 gene_9 gene_10 #> sample_1 1.14841161 -1.82181766 -0.2473253 -0.24419961 -0.282705449 #> sample_2 -0.82860353 0.28977446 -0.4800535 -0.60482935 1.460110180 #> sample_3 -0.03981704 0.68698246 0.7052670 0.99144168 1.144248971 #> sample_4 0.15521430 0.12868809 -1.5330655 0.20236067 -0.717538653 #> sample_5 -0.37676946 0.10374865 -0.7035623 1.49741394 -0.302826878 #> sample_6 -1.86936160 -0.75057148 -0.5909384 -0.74209927 0.693512077 #> sample_7 1.59781164 -0.63980508 1.5666906 -1.44915571 -0.791503959 #> sample_8 -0.44147645 -0.24602813 0.3657922 -0.03413288 0.296227003 #> sample_9 -0.60230161 -0.31820808 0.3081960 0.79865009 1.750574467 #> sample_10 -0.27914794 0.07642213 -0.3545090 1.43265855 0.002671474 #> sample_11 -0.62471496 0.17587258 -1.3657889 -1.34551847 0.947265271 #> sample_12 -0.75173731 1.44332021 0.7341891 -1.05455799 0.030424727 #> sample_13 2.19148101 -0.16504221 -0.6860408 0.94139941 -0.164042843 #> sample_14 -0.18983930 -1.08930962 0.3710895 -1.02777011 0.014915848 #> sample_15 1.50726103 -0.12169384 -0.2434148 0.70815719 -0.480039667 #> sample_16 -1.12282694 -0.02032365 1.2250255 0.08305898 -1.885915170 #> sample_17 -0.90034685 1.47428132 1.0851326 -1.70668744 -1.168696300 #> sample_18 0.90915455 -0.65761179 0.2547813 -1.36295942 -1.151658044 #> sample_19 -1.76525996 -2.39468494 0.6618514 0.27920214 -1.975798133 #> sample_20 -1.42392593 0.18584016 0.6473436 0.12338155 -0.557040623 #> gene_11 gene_12 gene_13 gene_14 gene_15 #> sample_1 -0.55369938 0.62898204 2.06502490 -1.63098940 0.51242695 #> sample_2 0.14967935 -1.43332110 -0.01030332 -0.21223603 -0.90634018 #> sample_3 -1.23891024 2.65489833 -0.15691719 -0.42349012 -0.19838706 #> sample_4 0.36169476 1.39900429 0.37269896 -1.56564429 -0.05169454 #> sample_5 -1.37683133 0.88317017 0.67142028 1.23002238 1.64546788 #> sample_6 -0.05946397 -1.86389510 -1.27450892 -1.78177081 -0.50859339 #> sample_7 -0.50448073 0.40182670 0.97139647 -0.57966302 1.60417979 #> sample_8 -0.22105977 0.18770616 -0.43806217 -0.08873358 0.63425003 #> sample_9 0.26533026 0.31715464 -0.14873638 0.32221895 -0.32420913 #> sample_10 0.34401251 -0.83032338 0.48211559 -0.68866037 -1.09335972 #> sample_11 -0.11573967 -0.42940449 0.07963198 1.00646399 1.75451875 #> sample_12 -0.62059166 -0.19350202 0.39360687 -0.03322616 -0.52872257 #> sample_13 -1.30233941 -0.72348400 1.39008874 0.68184063 0.46826028 #> sample_14 -0.52029856 -0.05224443 -1.43507957 -0.32797907 -1.28534762 #> sample_15 -0.31655127 0.51047124 -0.26626435 0.63643210 -1.01395559 #> sample_16 1.05692713 0.61291219 0.58965009 -0.06645134 -0.60810788 #> sample_17 -1.41945333 0.64597095 -0.42713279 1.18982815 -0.13985914 #> sample_18 0.09235619 -0.52610904 -0.94128250 -1.16038512 1.46321679 #> sample_19 0.49650693 1.35303163 0.65534828 0.20874837 0.47930452 #> sample_20 -0.42440379 1.42145636 -0.81089749 -0.67853461 1.87299949 #> gene_16 gene_17 gene_18 gene_19 gene_20 #> sample_1 -1.8630115 -0.52201251 -0.05260191 0.54299634 -0.91407483 #> sample_2 -2.1021525 1.89336046 -0.96812584 -0.10260304 0.23995957 #> sample_3 -0.8948024 0.90426912 0.07964921 -1.25882722 1.02568511 #> sample_4 0.5140821 0.54989952 0.86781691 0.68436008 -0.16267998 #> sample_5 -0.1829260 -1.37925781 1.25060060 -1.87623677 -0.36878757 #> sample_6 -1.7368783 0.04048130 -0.12417946 -0.61275343 0.16066248 #> sample_7 0.2259733 -0.51485712 -0.82378824 0.33441525 -0.09349076 #> sample_8 0.8655382 -0.43059309 0.01303089 0.05124963 0.53863815 #> sample_9 -0.7833593 -0.01808712 -0.16919874 -0.16474300 0.71362242 #> sample_10 0.8410610 1.45413624 0.13724027 0.32554493 1.22372802 #> sample_11 -0.1193613 1.64399863 -1.31099776 0.36270142 1.36966549 #> sample_12 3.0710071 -1.42472377 0.33070126 -1.75947902 -1.01638420 #> sample_13 0.4209211 -0.80033126 -0.48845751 0.53900452 1.43517102 #> sample_14 -0.4255372 0.25747566 0.20131940 0.48207740 0.50663659 #> sample_15 0.9322307 -0.65078833 0.43617818 -0.16408940 1.26865639 #> sample_16 0.9473046 0.39316996 -0.38520593 -0.60926312 -0.38438515 #> sample_17 0.1893960 0.05758441 -0.58724613 -0.24141458 0.76380039 #> sample_18 -1.2270357 1.28912231 0.52198341 0.03864691 0.00548090 #> sample_19 1.1197219 0.35897006 1.19858349 0.56301946 0.36036431 #> sample_20 -0.9157497 -0.01212800 -1.11723798 0.26996560 1.51165399 #> gene_21 gene_22 gene_23 gene_24 gene_25 #> sample_1 0.46815442 0.36295126 -1.30454355 0.7377763 1.888504929 #> sample_2 0.06089889 -2.17757603 -0.11786014 0.1122948 0.007886198 #> sample_3 -0.73077860 -0.19014551 0.52886469 0.5502105 0.549684337 #> sample_4 -1.78436472 -1.03714557 0.83014772 0.6073469 -0.122186361 #> sample_5 -2.12929731 0.33764603 -1.57457485 -0.1963194 0.915060108 #> sample_6 -0.66235963 -0.33485166 0.62301159 1.0281943 -1.134578240 #> sample_7 0.30406208 -0.47650753 -0.24131172 0.8241558 -1.555643970 #> sample_8 0.51967261 -2.42291128 -0.80629025 -0.4846800 -0.653077284 #> sample_9 0.23720904 -2.32268642 0.07904427 -0.4288064 -0.372714386 #> sample_10 -1.05331414 1.84033264 -2.23148428 -0.5958447 -0.230472754 #> sample_11 -0.34851240 -0.54547065 -0.02051968 -0.3388499 0.185592100 #> sample_12 1.03686204 0.03471228 -1.69369136 -0.3740821 -1.258362453 #> sample_13 -0.26183872 -1.41862372 -0.51379272 0.7723012 1.403682339 #> sample_14 -0.52669136 -0.56477398 0.04039804 -0.2007814 -0.904217194 #> sample_15 0.41543250 -0.04810428 0.19829295 -0.3886873 -0.452232286 #> sample_16 -0.90142367 0.87294589 0.56182126 -1.7572785 -0.812116095 #> sample_17 -0.67809673 0.83699414 0.04193947 0.9793096 1.496095654 #> sample_18 2.05096271 0.58400349 -0.71964038 0.3172920 0.166715654 #> sample_19 0.82536399 -0.04039258 -0.60545674 -0.4786488 -1.627036866 #> sample_20 -0.59315568 -1.61495437 -1.37389655 1.1927375 0.116453951 #> gene_26 gene_27 gene_28 gene_29 gene_30 #> sample_1 -0.09744510 -0.93584735 -0.01595031 -0.826788954 -1.512399651 #> sample_2 1.87774387 2.15875655 0.70971452 0.766983379 -0.308211421 #> sample_3 -0.65954237 0.05742171 -2.80801051 -0.912259753 -0.782379163 #> sample_4 0.93312514 -0.96127668 0.25508171 -0.545401573 0.930360736 #> sample_5 1.07863654 1.45280285 -1.65328109 -2.761867518 0.264369164 #> sample_6 0.91691105 1.21387479 -0.68593246 -1.094568193 0.364874099 #> sample_7 0.09350128 -0.36694942 -0.12940880 0.407795520 -0.583968954 #> sample_8 -0.29376425 -0.27698900 0.13646959 1.067207722 0.001828103 #> sample_9 -0.04491861 1.40134303 -0.30087211 -0.965754406 1.683218482 #> sample_10 1.75631526 0.47570557 0.78264437 -1.146245649 0.950180682 #> sample_11 0.34586266 -0.79333237 -0.74863161 -1.846666644 -1.556824415 #> sample_12 -0.60810563 -1.36870786 -0.94216345 0.739857730 0.022094341 #> sample_13 -0.01580491 -1.02328956 -2.11639216 0.150371437 -0.520871198 #> sample_14 0.16665552 -0.52428478 0.01756390 0.948517187 0.270265784 #> sample_15 -0.13942143 -1.32519766 0.75406952 1.357852830 -1.220784861 #> sample_16 0.23869059 2.50600172 -0.98058716 1.566125055 -0.758867435 #> sample_17 1.38116716 0.17718685 -0.60455889 -0.006412554 -1.030917604 #> sample_18 2.50267853 0.40040871 1.07211199 0.055000963 -0.061363860 #> sample_19 1.09597335 -1.13061577 0.74940760 0.507040903 0.149227768 #> sample_20 0.19714199 -1.53435721 0.02661874 0.362927093 -0.677324332 #> gene_31 gene_32 gene_33 gene_34 gene_35 #> sample_1 0.935363190 0.1764886 0.24368546 1.62354888 0.112038083 #> sample_2 1.012001849 -0.9190516 0.56338008 0.32248275 0.366674363 #> sample_3 -0.664104924 0.6263098 -0.50724821 0.27036133 0.467476865 #> sample_4 -0.537650558 -0.4524261 -0.43929097 -0.61622311 0.441634552 #> sample_5 1.024571594 -0.6591855 -0.38630438 -0.24249895 0.220593240 #> sample_6 -1.008017083 0.5549964 0.43606592 0.10537330 -0.253737853 #> sample_7 -0.193449890 -0.2695467 0.07365823 0.35723614 0.550428418 #> sample_8 0.140092252 -0.5205985 2.36581164 -1.69647441 0.682585584 #> sample_9 -0.776550575 0.2473014 -0.96714696 -1.03785442 -1.053599982 #> sample_10 -0.345227990 -2.4735515 1.37626416 2.47714507 -1.337234198 #> sample_11 0.002354941 1.4702063 -0.77748449 0.70461343 0.696606398 #> sample_12 0.548882732 -1.3506981 -0.64446763 1.04784473 -0.321393364 #> sample_13 -0.905454844 -0.7499869 -0.78657602 -0.55968187 -1.390851305 #> sample_14 -0.160941404 1.9651995 0.39554804 0.87371937 0.472324156 #> sample_15 -0.567918662 -1.1888496 -1.01227589 -0.43253149 0.345706392 #> sample_16 0.493845104 -0.3271505 -0.43487904 1.51972311 0.003677803 #> sample_17 -0.596619301 1.2300053 -2.12526394 0.54654128 1.011455341 #> sample_18 -1.076443591 0.5043043 0.53622455 -1.35497729 0.227506307 #> sample_19 0.756914894 -0.4272245 -1.34783112 0.08259559 1.153728116 #> sample_20 -0.386793166 -0.2107741 -0.63365248 0.07956932 0.238637053 #> gene_36 gene_37 gene_38 gene_39 gene_40 gene_41 #> sample_1 -0.13399701 -1.9100875 -0.2792372 -0.31344598 1.06730788 0.07003485 #> sample_2 1.12983515 -0.9414981 0.2178376 1.41541229 -0.38373305 -0.17408637 #> sample_3 0.72399496 0.6138369 -0.6178692 0.22072490 1.12792660 1.81345434 #> sample_4 0.48259745 0.5421444 -2.2907847 0.31035185 1.40407898 1.37711764 #> sample_5 -1.48109003 0.7246912 -2.3775147 -0.06540921 -0.46970481 -0.28051629 #> sample_6 -0.97649123 0.3942178 1.0149030 0.63144381 -0.48339825 -1.52633394 #> sample_7 0.03840179 -1.6095753 -1.0497101 2.05203397 0.17643641 1.12830736 #> sample_8 1.36156198 1.9059558 -0.6728385 -1.06291143 1.63368316 0.54083036 #> sample_9 -0.20550744 1.3082666 0.5137219 -1.38535523 -1.00123881 0.30132568 #> sample_10 2.02415520 0.8595932 0.7284713 1.70297114 -1.34967197 0.08596097 #> sample_11 0.93197293 2.6161787 -1.4774923 0.07467723 -0.64077017 0.11492547 #> sample_12 0.03432588 1.0639484 -1.5876082 -1.58346240 0.11053133 0.24629884 #> sample_13 -0.28263060 -0.4802850 -0.9676210 1.77794098 -0.06908904 -0.42618825 #> sample_14 -1.48522645 -0.8361623 -0.6462692 -0.04743704 0.16775999 -0.09973867 #> sample_15 0.19092760 1.2874886 -0.2135043 0.59356130 -1.81579987 -0.46052457 #> sample_16 -0.40233995 -1.4954664 -0.9459855 0.90642951 -1.81386762 -0.95177543 #> sample_17 1.36717460 0.7078380 -0.1225159 -0.79940913 -0.17936000 0.10945286 #> sample_18 -2.52941871 -0.8185311 -1.5895300 -1.08249332 0.20580436 -1.08118232 #> sample_19 2.58684190 -1.6413688 0.1855768 0.80813951 0.46274190 -0.14086295 #> sample_20 -0.51154641 -0.8206424 -1.4975464 -0.15230202 1.31866600 -0.77596187 #> gene_42 gene_43 gene_44 gene_45 gene_46 #> sample_1 -0.63912332 -0.0499649 -0.25148344 0.4447971 2.755417575 #> sample_2 -0.22174452 -1.0095287 0.48072527 1.6044073 -1.515024529 #> sample_3 -0.08382568 1.3677067 -0.62743462 -0.2166291 -0.683713824 #> sample_4 1.06039565 0.6321729 1.08492804 1.3564594 0.362424040 #> sample_5 0.57483659 -0.2056768 0.23488051 0.1106283 0.274202233 #> sample_6 0.61684228 1.2292868 0.15745303 1.4063421 0.396800917 #> sample_7 0.43500174 0.5488335 0.64741830 0.8784635 0.350797869 #> sample_8 1.45685797 -1.9337842 -0.88040080 -0.7977302 -0.886130974 #> sample_9 0.43768205 -0.6502751 -2.41967894 0.2755461 -0.217346388 #> sample_10 0.20420709 -0.9790504 0.59465080 1.0393171 -1.278834279 #> sample_11 0.74702130 -1.1184793 0.34100482 0.1250312 0.311369721 #> sample_12 0.05714992 -1.0833035 0.21630111 -0.8236855 -1.500780397 #> sample_13 -2.25140373 -0.9141710 -0.80052458 -0.7533059 0.660649173 #> sample_14 0.08599646 -0.3725740 0.18133254 -0.9068064 0.591157152 #> sample_15 0.74633798 0.8989959 -1.15546216 -0.2824238 -0.003256871 #> sample_16 1.12685210 0.1398891 0.10033998 -1.2045286 -0.083458296 #> sample_17 0.23092655 -1.2696632 0.62052581 -0.6423485 0.662357814 #> sample_18 -0.18879255 0.3127565 0.07471700 -0.6043449 0.045246650 #> sample_19 -1.83016730 0.4040879 -0.01375067 -0.1022412 0.202454445 #> sample_20 1.14813483 1.1409608 -0.33490119 0.6296591 0.734016764 #> gene_47 gene_48 gene_49 gene_50 gene_51 #> sample_1 0.04653138 0.57770907 0.11819487 -1.91172049 0.862086482 #> sample_2 -1.41602391 0.87677733 0.62413241 2.11227729 -0.356124416 #> sample_3 -0.44470273 0.60648981 0.62418307 -0.69543107 -0.783639078 #> sample_4 2.16934446 0.13913051 1.37632653 -0.49144999 1.534915763 #> sample_5 1.57491963 0.56776783 -0.05961225 -0.14958771 0.266168788 #> sample_6 0.32642296 -1.45934331 -0.79929553 0.47001280 -1.150180520 #> sample_7 0.04987972 0.83574945 -0.28172520 -0.79167946 0.001653727 #> sample_8 -0.29482779 -0.88665169 0.09908467 0.72054690 1.000469215 #> sample_9 0.42081028 0.51449255 -0.97612025 0.82132277 1.487457423 #> sample_10 -0.31997882 -1.87282861 0.09132266 0.71236377 -0.110119494 #> sample_11 0.42644380 -1.26957932 0.86981105 -0.02357463 0.646068260 #> sample_12 1.22656701 -0.21586746 1.73378476 -1.43253568 -0.176478952 #> sample_13 1.72769564 0.78267858 -0.78181841 -0.12579755 1.015236070 #> sample_14 0.79251323 0.07687238 -0.06783720 0.43328805 0.049095403 #> sample_15 1.51502828 0.30938027 -0.46095882 0.29344757 0.070972006 #> sample_16 -0.79708225 1.10152458 0.10841041 -1.19050680 0.279921276 #> sample_17 0.24588428 -0.84789369 -0.43476741 0.88317595 0.586318680 #> sample_18 1.64853964 -0.75568298 -0.28817935 -0.73015051 0.524148520 #> sample_19 0.80332055 -0.58779325 2.11095854 0.10631918 0.288638282 #> sample_20 1.80204962 -1.14848006 1.21638135 -0.67346552 -1.151931160 #> gene_52 gene_53 gene_54 gene_55 gene_56 #> sample_1 -0.24323674 -0.20608719 0.01917759 0.02956075 0.5498275418 #> sample_2 -1.06446421 1.07711654 1.18157557 0.19839209 -0.4004052494 #> sample_3 -0.95312386 1.79275607 0.34897670 0.25910377 -0.8059518969 #> sample_4 -0.41619872 -0.52054380 0.85058387 0.33449657 -0.8293517745 #> sample_5 0.52840324 -0.57938809 0.94219937 -0.70636136 -1.2754021003 #> sample_6 -0.27159672 0.45742422 -0.01695794 -0.54159436 0.8758134175 #> sample_7 -1.18753013 0.36241747 -0.54943532 0.69294984 -0.0608439164 #> sample_8 0.52799951 1.16360593 0.17313701 0.57791725 -0.1160087067 #> sample_9 0.52952179 1.88518177 0.72341993 -0.11530574 0.7813496652 #> sample_10 -1.05157582 -0.89140134 -0.61913804 0.25519905 -0.4393159166 #> sample_11 1.23267300 -1.28041054 -0.17608617 1.14891232 0.1064094245 #> sample_12 0.75631487 -0.98000771 -0.38642438 0.38151625 1.3457685390 #> sample_13 0.29467627 -0.29645879 -0.82228982 1.69154608 -1.4765457055 #> sample_14 -0.03280005 -0.51092478 0.35643054 0.41794614 0.5792052606 #> sample_15 -2.31375937 0.19270603 -0.35244145 -1.53329279 -1.7340692089 #> sample_16 0.77740777 -0.22108972 -0.13767684 0.11523004 1.5332695729 #> sample_17 -0.25669204 1.22013570 2.32588797 -1.30704234 0.0002714681 #> sample_18 -0.59170053 -1.18391199 1.20035313 -0.90807133 -1.5488176869 #> sample_19 -0.82812902 0.25924619 -0.49523074 -0.28950167 0.6406839533 #> sample_20 -0.87461434 -0.05600546 -0.64812078 0.26751883 0.3497561939 #> gene_57 gene_58 gene_59 gene_60 gene_61 #> sample_1 -2.2741149 2.68255718 -0.3612213 0.21335575 1.074345882 #> sample_2 0.6161543 1.97415675 1.8846623 -1.58862055 -0.539923164 #> sample_3 0.1056647 -0.33359968 1.6418480 -0.64390586 0.587020562 #> sample_4 -0.2186959 -1.54508372 0.2332298 0.03106964 0.357865645 #> sample_5 0.7332599 -0.42020709 -0.2553751 -0.36923822 1.212448330 #> sample_6 0.7408382 -0.16481239 -0.7509643 -1.25336629 -1.036236261 #> sample_7 -1.1935409 -0.11990806 -0.7081080 -1.61666397 0.495847824 #> sample_8 0.9045211 -0.01658671 -0.9222974 -1.06011455 -1.787199640 #> sample_9 1.8029372 -0.38668922 2.7155402 1.24977062 -1.956745628 #> sample_10 1.4681492 0.83250613 -0.9137874 -0.27259543 0.751086555 #> sample_11 1.0525994 0.06350867 0.7602887 -0.58339123 -0.833176971 #> sample_12 0.9837487 0.08663730 0.4696699 -0.89290017 0.002229617 #> sample_13 0.9296936 -0.61383209 0.6175981 -0.83061518 -1.133375927 #> sample_14 -1.4751587 1.32380523 1.0306215 0.31737389 -1.111903788 #> sample_15 0.1418927 -0.21959960 0.5915645 0.24024791 -0.372564160 #> sample_16 -0.6557745 0.85837870 -1.1876706 0.53954038 -0.266362163 #> sample_17 1.1425116 -0.22194014 -0.2083146 0.74992271 0.117605618 #> sample_18 0.4080450 0.87234282 -1.8604777 0.20611760 -1.065526001 #> sample_19 -0.1414629 -0.87984739 -0.5236396 -0.61343660 0.749492399 #> sample_20 -1.2173020 0.08192791 -0.7956434 -0.58473794 0.534806561 #> gene_62 gene_63 gene_64 gene_65 gene_66 gene_67 #> sample_1 -0.66508825 1.1139524 -0.2458964 -1.17756331 -0.97585062 1.06505732 #> sample_2 -1.16946146 0.5591060 -1.8193472 0.39334397 0.04213411 1.17966418 #> sample_3 -0.15040309 -1.7108218 1.4310326 -2.64521227 -1.03245741 -0.70746643 #> sample_4 1.60862422 1.4298543 -0.9483396 1.01570554 0.03773461 -1.74423940 #> sample_5 -0.44536301 1.1386675 0.1905235 -1.36639361 -1.29810260 -2.13709831 #> sample_6 -0.02943857 -0.2749438 0.4854515 0.91698203 -0.98534392 -1.49118975 #> sample_7 1.29975097 -1.6159855 -1.2503679 1.58213231 1.25252912 -0.20939570 #> sample_8 -1.06655178 -1.1298292 0.3872678 1.27026338 -1.64611783 -0.12360407 #> sample_9 0.66675609 -0.5369323 1.1217869 1.39415872 0.11220949 0.26312335 #> sample_10 -0.07685626 0.1471015 -0.3212382 -1.70314007 -0.76103844 -0.75902539 #> sample_11 -0.95527926 0.4681975 1.4893616 0.84563780 -0.09033036 -0.76097409 #> sample_12 0.15074768 -0.5745546 0.2351604 1.26585841 -1.39029804 0.11579572 #> sample_13 -0.15637832 -0.2430917 -1.1292644 -0.06219248 0.48708263 -0.05463695 #> sample_14 0.62121117 1.8091086 1.1139860 0.46535053 -1.06862973 0.25594028 #> sample_15 0.26454587 0.6515445 -0.4183198 -2.07876063 0.59095504 -0.70564074 #> sample_16 0.75817223 -1.0314020 1.0249315 -0.14526159 0.10922383 -1.47859879 #> sample_17 0.09902120 1.3616885 -0.8389882 -1.06493722 2.11316802 0.51066719 #> sample_18 0.44427911 0.3900637 -0.1194045 1.47496265 -1.29465826 -1.46761268 #> sample_19 1.36816180 0.8090419 1.0520439 1.57671017 1.15202991 -0.51774286 #> sample_20 -0.53069581 0.1306995 0.8770613 0.55789393 1.15001554 -0.28230468 #> gene_68 gene_69 gene_70 gene_71 gene_72 #> sample_1 0.13167063 0.48862881 -1.6994506 -1.470736306 0.2841503 #> sample_2 -0.25692118 -1.05633610 0.1987772 0.650533552 0.3439133 #> sample_3 -0.70056001 0.53788544 -0.3163322 -0.839622754 -1.3549281 #> sample_4 -0.97007381 -0.22902736 -0.9748457 2.692372420 1.3923939 #> sample_5 -0.09620553 0.69450905 -0.4745912 1.763130612 2.0258461 #> sample_6 0.81959245 1.01340453 1.0536053 -0.071428639 0.9524446 #> sample_7 -0.63903369 0.39890294 1.3419735 -0.037607422 0.5436701 #> sample_8 -0.97164065 1.06858736 2.3162529 -1.682873392 0.1358754 #> sample_9 1.00675166 -0.04620091 -0.6523306 -0.977249153 -0.2599371 #> sample_10 0.29260865 0.33223639 -0.2319348 -0.815807168 0.2160748 #> sample_11 -0.42270349 -1.11699055 -1.3732054 -0.464627202 -0.7519824 #> sample_12 0.89257730 0.03875288 -0.0383727 0.811453346 0.0334869 #> sample_13 -0.19862421 -1.45337500 0.1984346 -1.391001690 -2.2442351 #> sample_14 -0.77721893 -0.95031824 1.2305163 -0.290321330 -1.2452496 #> sample_15 0.98668840 0.03235905 -0.4960436 1.673249059 -1.0512666 #> sample_16 -2.27919122 0.60007689 -0.3465782 -0.285153672 -0.6476522 #> sample_17 1.20026303 1.04546006 0.7204436 0.502968407 0.9558412 #> sample_18 -0.21130073 0.41961873 1.4333404 -0.737468113 -0.1250153 #> sample_19 -0.63501282 -0.40012391 0.5932415 -0.001094905 -1.8902278 #> sample_20 -1.74263112 0.40134331 0.6490598 1.087865196 1.1591175 #> gene_73 gene_74 gene_75 gene_76 gene_77 #> sample_1 1.33732041 0.23669628 1.31829338 0.5239098 0.60674805 #> sample_2 1.47753231 0.07202570 2.12644453 -1.4761969 0.40788850 #> sample_3 -0.81756827 -0.63440000 0.81594943 0.3027957 1.80708662 #> sample_4 1.36007615 -0.36541588 -0.86893720 -0.5065567 1.21470730 #> sample_5 0.42761881 -0.56647935 -0.83383531 0.3982592 -1.47453793 #> sample_6 -0.38403752 -0.41775999 -0.47026817 -1.6901803 -0.94549766 #> sample_7 1.74021839 -0.32445594 -0.44751133 0.4160825 -1.29586537 #> sample_8 0.49843777 1.33346297 -0.02295457 -0.1915232 -0.44061489 #> sample_9 -1.55323598 -0.04525281 0.67735566 0.5361250 0.61687349 #> sample_10 -1.13886579 0.14010501 -0.66213391 -0.5343918 -1.41283088 #> sample_11 -0.40797454 0.17718257 0.99932634 0.1162693 -1.83506531 #> sample_12 0.66331887 -0.22009180 -0.01573655 2.0877135 1.49658665 #> sample_13 -0.23179244 -0.68655136 -0.48291528 -2.2435083 -0.38107857 #> sample_14 -0.92511062 -0.35175827 -0.04163083 0.7292974 0.29340303 #> sample_15 0.02801582 0.52689009 1.27078692 -0.5875924 -0.43047144 #> sample_16 -1.27221470 -0.17517318 -2.20131958 0.5798760 0.06279647 #> sample_17 0.49212806 -0.15594947 -0.43306218 -1.2234204 -0.29034337 #> sample_18 0.27982415 -0.44737203 0.04795768 1.0928525 0.50800968 #> sample_19 1.46147713 -0.39373425 0.58857701 -1.0594613 0.70208360 #> sample_20 -1.51050449 0.11420660 -0.16187819 0.5521627 0.34873345 #> gene_78 gene_79 gene_80 gene_81 gene_82 #> sample_1 -0.10993567 0.17218172 -0.09032729 1.9243433 1.29839276 #> sample_2 1.39397780 0.36027830 0.65455025 1.0521554 -1.97955513 #> sample_3 -0.89402676 -0.04642821 -0.47117914 -0.5266926 -0.09513491 #> sample_4 0.50695868 -2.09497131 0.03407924 0.8527287 0.74322814 #> sample_5 -0.39544120 -0.13070247 -1.99949395 -0.9959309 0.42011400 #> sample_6 -0.34301196 0.35846241 0.04818886 1.1301723 -0.52763231 #> sample_7 0.68263309 0.49691333 1.43966066 1.2073586 0.23851469 #> sample_8 -1.94140598 1.41570672 0.59639966 -0.6529223 -0.15414467 #> sample_9 -0.66143654 1.33858671 -1.11781788 0.6847335 -0.61055634 #> sample_10 1.21720350 0.42553189 -0.12092861 0.6514307 0.49020556 #> sample_11 -0.29869568 0.31465272 -1.08246616 0.2217930 -0.04985130 #> sample_12 -0.30976402 1.58429093 -1.14727838 0.9379941 -1.17647338 #> sample_13 0.11604773 0.89249289 1.80852040 1.0796635 1.45205528 #> sample_14 3.58694548 0.75574301 0.40012730 0.8293457 -0.30513624 #> sample_15 -0.02296626 0.07487392 -2.08999562 1.0238972 0.62324013 #> sample_16 1.77512452 1.38369470 1.63096029 -0.8083913 0.09556545 #> sample_17 0.34023199 0.23455206 0.01182394 0.6047330 0.73750976 #> sample_18 -0.86991080 -0.70267648 -1.35940727 0.3456470 0.42180548 #> sample_19 -0.25439009 -0.38045108 0.72205180 1.3278428 -0.12549250 #> sample_20 -0.06267922 -0.48282757 1.99597980 -1.2515096 0.52848796 #> gene_83 gene_84 gene_85 gene_86 gene_87 #> sample_1 0.74879127 0.55622433 -0.54825726 1.11053489 -2.61233433 #> sample_2 1.20838561 -0.16928008 0.29502975 1.26634059 -1.13534326 #> sample_3 -2.49536481 0.16688922 0.35049238 1.43370101 0.76590680 #> sample_4 0.55715361 -1.24858322 -0.20787431 0.42396946 -0.50669744 #> sample_5 -0.06286163 -0.08013185 -0.03228341 -0.71898093 -1.11656132 #> sample_6 0.47957533 1.41752930 -0.08009077 -0.39418700 0.52525764 #> sample_7 -0.29883788 1.38462105 -0.70006902 1.86093151 1.80392496 #> sample_8 -0.44364566 -0.51823378 0.20610706 1.63945367 -1.56473471 #> sample_9 -0.34930683 1.13396930 1.53375658 1.10666929 0.34406175 #> sample_10 0.70519246 0.80565067 -0.17999058 1.07286188 -0.08252346 #> sample_11 1.10753487 -0.99336062 1.92484347 -0.55676240 0.32947466 #> sample_12 1.40213301 -0.17717538 -0.65060426 -1.22936441 0.25132590 #> sample_13 2.55692359 1.07272807 -1.17891499 1.07541713 0.05385509 #> sample_14 0.71010332 0.43861382 0.35822370 -0.12423765 -0.69321609 #> sample_15 -1.36733001 0.04458952 0.36627380 -0.17846970 2.10167759 #> sample_16 0.91680819 0.47384354 -0.39524572 0.42939854 0.85093079 #> sample_17 -0.89810349 0.17182136 0.91323479 -1.10515345 0.39345014 #> sample_18 0.32671167 -0.96357511 0.47865798 0.78056492 -0.18542550 #> sample_19 1.13979470 -0.78440664 -0.47058964 2.61884348 1.78197043 #> sample_20 -1.24761627 -0.04165134 -1.05473729 -0.09817368 0.26143179 #> gene_88 gene_89 gene_90 gene_91 gene_92 #> sample_1 -0.1556938 0.4338897899 -0.38195111 0.4241876 1.0631020 #> sample_2 -1.1310538 0.1099933842 0.85290541 -0.2343379 2.0866886 #> sample_3 1.1675207 -0.1369434286 -0.51490204 1.5197445 -0.3284917 #> sample_4 -0.6115233 2.4116594528 -0.16495814 -0.4404060 0.5219762 #> sample_5 -0.7802699 -1.7769585287 -0.42783487 -2.0310270 2.7507648 #> sample_6 -0.7959351 0.2450964484 -0.77931984 0.5949239 1.1088909 #> sample_7 -1.3560435 -0.3147510717 -1.01926518 -0.6122497 -0.2890687 #> sample_8 0.5115899 -1.5396613728 0.36279556 0.7707359 -1.2889862 #> sample_9 -2.0385797 -0.4934576343 -0.06079296 0.4382218 -1.2148912 #> sample_10 1.0725988 -0.0020797411 -0.85990532 0.7480741 1.3565154 #> sample_11 1.7582864 1.2739097903 -0.58388519 -0.3276924 0.1452413 #> sample_12 -1.5632154 0.8130799913 -0.11084868 -0.7611721 0.8295126 #> sample_13 -0.2343438 0.9507597343 0.07302193 0.6635280 -0.8161987 #> sample_14 0.5743465 -0.2171595152 3.03758116 -1.5916671 -0.6736892 #> sample_15 -0.2424097 0.0117172152 -2.77843369 0.2744914 -0.6227319 #> sample_16 -0.1703946 -0.0007914038 0.86064150 0.6403424 0.1068763 #> sample_17 -1.3698427 0.7394716153 0.63837094 -2.2803539 -2.0112247 #> sample_18 -0.3714158 -0.3759064151 -1.04977309 0.1355099 -1.0419342 #> sample_19 0.3112279 0.6046529221 0.80292536 -0.7421821 -1.0864863 #> sample_20 0.9101125 1.7078803398 -0.11685007 1.6786222 1.0147660 #> gene_93 gene_94 gene_95 gene_96 gene_97 #> sample_1 1.04871262 -0.03810289 0.48614892 1.67288261 -0.35436116 #> sample_2 -0.11091937 -1.39284706 -1.14229077 1.70460874 -0.08007363 #> sample_3 -0.05367151 -0.56352463 -0.74390896 -0.10904165 -0.56082923 #> sample_4 -1.91832225 -1.98264996 0.52120016 0.77778320 -0.81211887 #> sample_5 1.51366972 0.03398894 0.74079278 -1.27080818 -0.16356423 #> sample_6 -0.94296903 0.70034399 -0.42467483 -1.14313760 0.23344022 #> sample_7 1.50698329 0.36772269 -0.02003494 -0.97992196 -1.40091233 #> sample_8 -0.71319437 -0.10238339 -0.64761175 -0.37325384 0.08334721 #> sample_9 0.49864688 -1.08286996 0.42216645 -0.22288872 -0.50032469 #> sample_10 0.40000160 0.63625661 -1.86603591 -0.58092724 1.09389613 #> sample_11 0.21410114 0.01155467 1.21969908 -1.03064364 0.76473497 #> sample_12 -1.05517196 0.22296796 2.44119504 2.00064170 -0.75480583 #> sample_13 0.29554426 1.34635766 -0.28001544 -0.06304363 -0.13283383 #> sample_14 0.72857280 -1.15156224 -1.15077521 -0.13207528 -0.58104636 #> sample_15 -1.02783172 0.72899011 -0.39246144 0.35784558 -0.75518986 #> sample_16 -1.46047776 0.45517138 1.27208468 -1.91518758 0.23558909 #> sample_17 2.06874056 -1.31505256 -1.10975040 0.05489672 -0.86258739 #> sample_18 1.37154346 0.21172302 -0.41999029 -0.51458174 -0.48118914 #> sample_19 1.58588835 -0.14070417 -0.97527663 -0.09184672 0.69744715 #> sample_20 0.14258127 0.02544607 -0.67845174 -0.37206424 1.21136061 #> gene_98 gene_99 gene_100 gene_101 gene_102 gene_103 #> sample_1 0.94634789 1.3168264 -0.29664002 -0.3872136 -0.78543266 -1.0567369 #> sample_2 -0.43728124 -0.1192151 0.78646286 -0.5789452 -0.14542689 0.5264580 #> sample_3 0.18800155 0.7488509 -1.91653832 0.2360958 0.62895342 0.4179257 #> sample_4 0.91074832 0.9487540 -1.34804945 0.3541759 0.53026393 -0.3109749 #> sample_5 -0.61094549 1.2518842 0.25031947 -1.7055817 -0.85541313 -0.1449016 #> sample_6 -0.18923658 -1.6634113 1.91569077 -0.8168944 0.38365049 -0.4586323 #> sample_7 1.44501491 -0.4234816 -0.73374960 -0.7084848 1.47509246 0.8450042 #> sample_8 0.91721627 -0.2589533 0.67702573 -0.4201007 1.04720542 -1.5465763 #> sample_9 -1.10958579 0.9092090 -0.23396528 0.8424438 1.26409418 -0.7103473 #> sample_10 -0.53269110 0.6839841 -0.68426367 1.6259433 -0.63173445 -1.3537800 #> sample_11 -0.51498260 1.7409870 1.00584524 -1.1073529 -0.62788279 -1.4795019 #> sample_12 -1.30323896 0.2460262 0.54889371 0.4864143 -0.85724446 -0.2088896 #> sample_13 0.62936177 -0.6412315 -0.10401860 -1.3886688 0.43721421 0.3158621 #> sample_14 1.66135003 1.1679490 0.76988546 -0.1631158 1.27526535 0.1808880 #> sample_15 0.06668971 0.2573557 -0.09096306 -0.7305080 -0.39584125 -1.4158085 #> sample_16 1.05591431 0.4316772 -1.74594321 2.6345755 -0.03080357 -2.2561888 #> sample_17 0.93077549 0.5711704 1.23483193 0.4620031 -0.73420819 1.3233606 #> sample_18 -0.02289612 -0.2358174 -0.04291589 -0.5334722 0.24092366 0.2757880 #> sample_19 0.85019426 -0.2824700 1.05682051 -0.1645638 -0.50519732 -0.4024199 #> sample_20 -0.25107658 -0.5414573 -0.09333760 -0.5413840 0.07153290 -1.8226220 #> gene_104 gene_105 gene_106 gene_107 gene_108 #> sample_1 -0.79554143 -1.75627543 -0.6905379 -0.5585420 -0.536663326 #> sample_2 1.73357811 1.44865722 1.5181931 -0.3840073 1.827125177 #> sample_3 1.97675848 -0.50628630 -1.1099689 -0.9487057 0.476843757 #> sample_4 -0.24415553 -0.29187819 -1.1280862 -1.1228816 2.053938640 #> sample_5 -0.32444696 -0.17256490 -1.2360629 -1.9023042 -0.094504024 #> sample_6 -0.71570398 0.42954854 -1.1698527 1.3220883 1.365964636 #> sample_7 1.29399443 0.29816114 -0.4056825 -0.1388076 -0.222592731 #> sample_8 -1.04600568 -2.27266976 -0.3166519 -1.4761906 -0.100387827 #> sample_9 -0.35382962 -1.08349099 0.9668578 -0.4805308 -1.041036179 #> sample_10 0.38712223 -0.96766752 -0.3587853 -0.5863974 1.612913478 #> sample_11 0.15434317 -2.29948441 -0.4387277 -0.6496806 0.424040947 #> sample_12 -0.02182835 0.37172886 -2.3006149 -0.6863915 0.823954712 #> sample_13 0.19461053 -0.45576213 0.8125350 0.2750426 0.006009411 #> sample_14 1.47436052 -1.51743472 0.3044004 0.1074674 -1.224792573 #> sample_15 -0.10893892 0.07429991 0.4501901 0.3873458 -0.258295014 #> sample_16 1.83682254 0.49853557 0.1562468 0.5565017 0.687106978 #> sample_17 0.45729477 -0.73648075 2.1436128 -0.3381594 -0.070970400 #> sample_18 0.98733788 -0.60717502 -0.2431552 -0.1837189 0.564549112 #> sample_19 2.29525136 -0.05804017 0.1223777 -0.2007777 0.460803569 #> sample_20 1.09916976 0.75587684 -0.3848796 1.0167902 -0.523622538 #> gene_109 gene_110 gene_111 gene_112 gene_113 #> sample_1 0.22712713 0.97845492 -0.20888265 -1.39941046 0.2585372879 #> sample_2 -0.55149175 -0.86575354 -0.34383148 1.06287646 0.8130582040 #> sample_3 -0.79520156 0.23432692 -1.22245110 -2.45364735 -1.4892608139 #> sample_4 -0.90951843 0.45837916 -0.04661845 -0.68095460 -1.4888294023 #> sample_5 0.03255579 0.46129012 1.38140030 -0.41647627 0.6809426730 #> sample_6 -0.24972371 -0.42472135 1.09843934 0.67092304 0.0309546556 #> sample_7 1.74715026 -0.08170467 0.12414159 0.39223614 0.3784199701 #> sample_8 -0.74622261 0.20364588 0.49745036 -1.01428664 1.1457603469 #> sample_9 0.19962995 1.71290679 0.55273636 -0.86873581 0.0986371584 #> sample_10 0.50567134 0.02410609 0.29535965 1.27535036 0.2044771797 #> sample_11 0.04704973 -1.28504407 0.04553236 -1.44942970 -1.6337044027 #> sample_12 0.67156095 -0.13681109 -0.32485542 1.16536442 -0.9037414397 #> sample_13 2.01018641 0.31380882 -0.84616271 -0.13464105 1.4708322000 #> sample_14 0.44851998 0.50807095 0.35021264 0.75821367 0.2909287216 #> sample_15 1.52349060 0.55134344 0.32990177 0.17292270 0.4266415362 #> sample_16 -3.30418223 0.87832996 1.46117569 -0.10940668 1.3256063791 #> sample_17 -0.08821002 0.35509072 -1.20480846 1.45600050 -0.0004656092 #> sample_18 -0.64566331 -1.98419752 -0.93281079 1.86455975 0.3076683344 #> sample_19 0.64591565 0.28653862 -1.95530250 -0.07012252 -1.9934769567 #> sample_20 0.02745382 0.57984851 1.33528304 0.35862513 1.5526201263 #> gene_114 gene_115 gene_116 gene_117 gene_118 #> sample_1 -0.44179945 0.5685999 2.12685046 0.42485844 -1.68428153 #> sample_2 1.80348336 -0.1050687 0.98245336 -1.71330262 -0.83201953 #> sample_3 -0.43214773 -0.9425540 -0.12145080 1.33644680 -0.86035618 #> sample_4 -0.39251301 -1.7496820 -0.03866763 -0.79715324 -0.91592054 #> sample_5 -0.41437304 -0.5183455 -0.68401973 -0.88564860 0.04923707 #> sample_6 2.36851196 2.5857881 1.21228095 -1.25119684 0.40026604 #> sample_7 0.16617567 1.1533874 0.01474830 0.02144084 -0.82635217 #> sample_8 -0.21441877 1.6748993 0.11636015 1.42656559 -0.23966733 #> sample_9 -1.83487472 1.4111949 0.37983102 -0.01567186 -1.57458146 #> sample_10 0.18674791 0.7097498 0.37584673 0.40541324 0.33098575 #> sample_11 -0.51728496 -0.9911514 -0.72848504 0.45195163 0.88718133 #> sample_12 0.98561211 -0.1263235 -1.44396717 0.03215408 -2.11771645 #> sample_13 -1.47512574 0.2044997 -0.34176842 1.84215765 -0.20590954 #> sample_14 0.02285959 -0.2081431 -0.26361162 -1.98413580 -0.35762022 #> sample_15 -0.81369958 0.6513551 0.91998180 0.39010179 0.95672410 #> sample_16 1.14068057 -0.9303642 -0.19462334 0.92400727 -0.28377136 #> sample_17 -0.11762366 0.1841482 -0.86120072 0.77931085 -0.45406417 #> sample_18 -1.87347681 -1.3815864 1.21428100 0.14148190 0.06310385 #> sample_19 0.12113268 0.4355959 0.13890432 0.98249750 -0.28639140 #> sample_20 1.56769961 0.7985797 2.60505344 0.71011685 0.15292829 #> gene_119 gene_120 gene_121 gene_122 gene_123 #> sample_1 0.24940178 1.0728383 2.039369263 0.44945378 1.39181405 #> sample_2 1.10049188 -0.1738201 0.178812018 -0.69842945 -0.96044916 #> sample_3 0.66653782 -1.4215347 1.170056168 -1.40471454 1.10170810 #> sample_4 0.07326746 1.2381713 0.718371336 0.53946650 -1.06123399 #> sample_5 0.18556122 -0.6086578 -0.731102853 2.71514421 -1.33938704 #> sample_6 0.93470763 -0.4726698 1.583013221 0.59775422 0.46608459 #> sample_7 0.04739913 -0.2931074 1.207632181 0.03200138 0.18039755 #> sample_8 -1.10547392 0.3228977 0.021746800 0.31762482 -0.96970084 #> sample_9 -0.35254278 0.6218104 0.413433266 -0.09919527 -0.19602335 #> sample_10 1.59376051 0.5550758 -1.209478318 -0.22555795 -0.34238184 #> sample_11 1.26457340 -1.2914194 0.182510306 -0.08980967 -0.11262928 #> sample_12 1.66581693 0.5756711 -0.002235961 -0.72201499 0.44867236 #> sample_13 1.50223128 0.2421881 0.053455720 -0.12514631 0.24778724 #> sample_14 -0.45429735 0.2861577 -0.289179390 0.51190457 -1.10433455 #> sample_15 -0.16997356 -0.3799779 0.144207957 -0.71828409 0.20610865 #> sample_16 0.64381884 1.2049300 -0.986433477 1.36299940 -0.63713664 #> sample_17 -2.02860718 0.1374981 -0.653165249 0.72003510 0.80843643 #> sample_18 1.23546127 -1.0965462 -0.678783706 -0.55986724 0.21547636 #> sample_19 1.69415206 0.5213108 -0.471600217 -0.38675844 -0.03292149 #> sample_20 -0.10524807 0.4496792 0.499605216 -0.18600815 1.24476382 #> gene_124 gene_125 gene_126 gene_127 gene_128 #> sample_1 0.42656655 0.10758399 0.02229473 0.60361101 -0.26265057 #> sample_2 -0.97542304 -0.33857650 1.15234707 0.40510118 -0.47092250 #> sample_3 0.69798626 -0.86434980 -1.09147035 -0.03705146 0.81005379 #> sample_4 -0.54073787 -0.71520471 -0.17892009 0.16497028 -0.72740817 #> sample_5 -0.64601525 -0.93245461 -0.76908693 0.37157978 0.35543278 #> sample_6 -0.74436754 0.95905526 0.15263708 -0.76936870 1.39308074 #> sample_7 0.07716058 0.55839534 -0.16685437 -0.22798062 0.24266606 #> sample_8 1.43446772 -0.98880485 0.39634960 0.52005742 0.71647258 #> sample_9 0.62116236 -0.04749709 -1.09567871 0.59783572 -0.81012801 #> sample_10 -1.73655950 0.16356090 0.29829351 0.17587003 -1.40560101 #> sample_11 0.16280134 0.55586101 0.85339468 -0.19489936 -0.04341191 #> sample_12 0.05173624 -1.25364945 0.55837496 0.29870240 -0.41552883 #> sample_13 -0.62661258 0.68287753 0.58960606 -0.81496732 -0.34579899 #> sample_14 -0.22247479 -1.45215149 0.39929877 1.42857119 -0.48214099 #> sample_15 -0.36733436 0.78844288 -0.31095280 -0.85914010 1.08527966 #> sample_16 -1.25270514 -0.57513773 -1.67630082 0.26281202 -1.42088329 #> sample_17 0.96245213 0.10313807 0.68636015 1.09519893 0.18189222 #> sample_18 -2.05543520 -0.52040863 0.25226391 0.15315642 0.49212442 #> sample_19 -1.58992520 -1.63163038 -0.61921693 -0.42856386 2.14362344 #> sample_20 -2.63185225 -2.77102642 -1.01858378 0.67406362 1.12914819 #> gene_129 gene_130 gene_131 gene_132 gene_133 gene_134 #> sample_1 -0.52826408 0.1921494 -1.14619967 0.8461847 0.08171963 -1.30511701 #> sample_2 -0.13325102 1.2266824 0.33294400 -0.3470885 -0.09855069 0.03476606 #> sample_3 -0.49935541 0.9480316 -0.17424596 -1.1062360 -0.94598501 0.28908959 #> sample_4 -0.53783713 -0.5996649 1.18208775 0.1892129 0.24894911 1.04664341 #> sample_5 -0.98399849 0.2147296 -0.08008508 -1.4223695 1.10814896 1.07847764 #> sample_6 0.91866877 1.0160871 0.53463544 -0.9876286 1.18779227 -0.51754221 #> sample_7 -0.92848297 1.5154067 -0.81159882 1.3112474 0.81556680 0.12003267 #> sample_8 -0.06111581 2.2743766 -0.89763720 0.6180378 0.07756352 0.71350068 #> sample_9 0.81911755 1.1047006 1.41998840 0.5018139 -1.29236569 0.81758778 #> sample_10 -0.21525589 -0.5026803 1.68388170 -1.7250366 -0.25255476 -1.60486801 #> sample_11 -0.52943832 -0.5985106 0.14929768 1.2558209 -0.23436953 1.42234028 #> sample_12 -1.62537447 0.2996475 -0.14600795 0.3304704 -0.34435848 0.89176234 #> sample_13 0.05652905 -0.5667662 -0.04283746 -1.2815593 0.96758224 1.02904885 #> sample_14 0.99238818 -1.1637007 1.62078912 -0.1074482 -0.77320677 -0.73627880 #> sample_15 -0.78477932 -1.2209602 -1.05669143 -0.9968906 -0.67260509 0.66526837 #> sample_16 0.77384672 -0.6301914 -2.52322297 1.0456761 0.75134023 0.79816085 #> sample_17 -0.19687542 -0.8480614 -1.87744308 -2.5861413 0.10806723 -1.83834195 #> sample_18 0.53382238 -0.2071324 0.03511990 -1.1209760 -0.33196587 -1.27725513 #> sample_19 1.38105533 -0.9818231 1.31291728 0.3723740 -1.56624353 -0.82726234 #> sample_20 -0.66209099 -0.3008095 0.31127859 -0.4458649 -0.53930173 -0.56814019 #> gene_135 gene_136 gene_137 gene_138 gene_139 #> sample_1 -0.9449121 0.45434159 -0.855202501 -0.28689522 0.89496163 #> sample_2 0.3861270 0.02083123 0.007586777 0.93084403 -0.68474994 #> sample_3 0.8769131 -1.14890394 -1.137612756 -1.43724674 -0.49414348 #> sample_4 -1.2893009 0.37511557 -0.556918391 0.30242663 0.22226647 #> sample_5 -0.4402503 -0.77816901 -1.818590012 -1.12408090 1.06052384 #> sample_6 -0.2595603 -0.32806467 0.073432395 -0.24786302 -1.37386226 #> sample_7 0.8817898 -1.79874312 -0.957051078 -0.47405861 -1.86046128 #> sample_8 0.5262098 -0.47055573 0.608828550 0.77324476 -0.81974820 #> sample_9 -0.7008723 -0.36089757 -0.682321746 -1.13663536 -0.56422337 #> sample_10 1.1533763 -1.26636306 -0.250127880 -0.53898858 -0.61115939 #> sample_11 0.2921275 -0.73688675 -0.129996552 2.20088565 1.61308129 #> sample_12 -0.1362943 0.28119119 -0.110812460 -0.03624743 0.02497722 #> sample_13 -2.1664253 -0.30334822 0.179268039 1.42739582 -0.61994660 #> sample_14 0.8157067 2.20303644 -0.671046628 -0.42158960 -0.77774912 #> sample_15 2.2360777 -0.60179817 -0.291617742 -0.84097486 2.03169952 #> sample_16 -1.5676418 -1.14747686 0.435586722 1.05320042 0.96350660 #> sample_17 -0.1230853 0.14748788 -1.430646410 -0.10598808 0.50318191 #> sample_18 0.5386513 1.34884128 0.601111502 -0.01271959 0.71613900 #> sample_19 1.0434322 -0.56181871 0.458990225 0.46117549 0.58820968 #> sample_20 0.9870993 -2.04078284 -0.106364577 1.72622018 0.41777402 #> gene_140 gene_141 gene_142 gene_143 gene_144 #> sample_1 0.06730444 -0.16267634 -0.82731017 1.876505621 0.76644020 #> sample_2 0.33740151 -0.41213770 0.93426113 1.840316741 -0.70481966 #> sample_3 0.84080181 0.79153412 -0.16884895 0.612722104 -0.77115892 #> sample_4 -0.96216696 0.05203237 0.90004038 -0.394900880 0.95414600 #> sample_5 -1.47870016 -1.55156017 0.77750668 1.068440137 -0.18358770 #> sample_6 -0.04044582 0.42153824 0.20159751 -1.697191918 0.64228768 #> sample_7 0.25369007 -0.21440171 -2.37018145 0.003258078 0.66974557 #> sample_8 -0.12842274 -0.36502280 -0.07478942 -1.096987881 0.96671333 #> sample_9 -1.34905562 -0.65088011 -2.56959690 0.331580338 0.50872867 #> sample_10 0.80783735 1.35796756 1.00092845 -1.258705305 -1.39542914 #> sample_11 -0.26749958 0.12760317 -0.37089274 -0.452402281 1.19747825 #> sample_12 0.13105356 2.59552392 0.41928399 -0.281698421 0.54486311 #> sample_13 -0.13184245 0.26755175 -1.45677852 0.234340520 -0.95152805 #> sample_14 0.56154237 -2.22250706 -0.69541367 -0.383549957 2.05856698 #> sample_15 0.42937213 0.81101752 -0.17429995 -0.316371483 -0.49300189 #> sample_16 0.69393094 -0.23007095 -0.93555861 -0.902620378 -0.03086009 #> sample_17 2.51268045 -0.44138135 -2.17899913 -0.678148968 0.72884727 #> sample_18 0.40563442 -0.35485229 -0.83125608 0.225022902 -0.68841187 #> sample_19 1.36518764 0.23758497 -1.30193238 1.737977175 1.46415154 #> sample_20 -0.29617740 1.02350289 -0.16971703 -0.873829353 0.23936987 #> gene_145 gene_146 gene_147 gene_148 gene_149 #> sample_1 0.979956696 1.321780992 -1.11971083 0.51459982 -1.50909984 #> sample_2 0.008510312 2.034189886 -1.34168607 1.15897918 -0.20320896 #> sample_3 0.888628993 0.013214477 0.22533951 -0.72991521 -1.22248707 #> sample_4 -0.588214348 -1.476584527 -1.37777577 -1.34567231 -0.73663796 #> sample_5 1.558242931 -0.213242384 0.93053526 0.41081180 -1.27984430 #> sample_6 -0.995239613 0.963813900 -1.65603723 1.07086109 -0.10902636 #> sample_7 0.226820843 -0.591868492 -0.40541449 1.41422466 0.24162583 #> sample_8 0.939926947 -1.600175495 0.20853659 1.12126035 -0.65199540 #> sample_9 -0.497105594 -0.944389799 -1.19445969 1.35163231 -0.61388379 #> sample_10 0.326775093 -0.566269784 -0.04009321 1.00742594 -1.37352086 #> sample_11 0.961339696 1.099244552 0.05353454 -0.07108256 -0.26521262 #> sample_12 0.868230689 -0.206675268 0.07494732 -2.25090133 1.50096116 #> sample_13 1.898439401 -1.042770546 -1.33374629 1.76472481 0.50606343 #> sample_14 -1.107988264 -0.955938774 -0.63576842 0.76675745 0.68695810 #> sample_15 0.190778474 -1.103744984 -0.10641331 1.45899271 -0.30747430 #> sample_16 -0.868678225 2.187787504 1.53853015 -1.88207267 0.91587500 #> sample_17 -1.243432737 -0.588271977 1.10853913 -0.50237999 0.34729869 #> sample_18 -0.648787614 0.471731346 0.17460625 -0.39327487 0.12324058 #> sample_19 -1.344497531 -0.007853537 -0.70936074 1.41991032 2.10075387 #> sample_20 -0.024588325 0.858574530 1.30347614 -0.38867187 -0.02542339 #> gene_150 gene_151 gene_152 gene_153 gene_154 gene_155 #> sample_1 1.53274148 0.4291474 0.1221034 -1.1380124 -0.55801513 1.05253854 #> sample_2 -0.37802855 1.7361110 -0.8452478 -0.9615715 1.01749105 -1.49605374 #> sample_3 0.40680517 -0.7510122 -0.1621165 0.3520101 -0.28905830 0.10466223 #> sample_4 -0.47011150 1.3806093 1.6750109 1.1769066 -0.14889834 -0.17782336 #> sample_5 -0.78236663 -2.2760834 -0.1263959 1.4481467 -1.44275737 1.46718718 #> sample_6 1.89918639 -1.1370307 -0.2797198 -0.8941291 0.13670185 -0.74916542 #> sample_7 -1.43608748 -0.3145527 -0.4805428 0.8362542 -0.05234929 0.95195762 #> sample_8 -1.09013527 -0.7121821 -1.3626567 -0.5006904 1.43847286 -0.51163769 #> sample_9 -0.66670168 -1.2925475 0.8227224 3.0080927 1.11924176 -2.82179908 #> sample_10 0.33085823 1.1436235 -1.3817136 -0.8440696 -1.83658348 1.04417083 #> sample_11 -1.08747279 0.1129953 -0.3687616 -1.8138184 -0.72799437 -0.32334346 #> sample_12 -0.48276894 0.6052106 0.8006855 0.3183622 0.10347211 -0.65763660 #> sample_13 -0.65529222 0.6675088 1.3728761 0.5945820 0.80930744 -0.92935172 #> sample_14 1.72142669 0.8513093 0.4299083 -1.0552777 -0.04588097 -0.13188138 #> sample_15 0.75718141 -1.7108254 0.5953096 -2.0679667 -0.08573976 0.03228655 #> sample_16 -0.40174001 -1.2568740 1.1843969 1.0085725 -1.06615212 -1.08021400 #> sample_17 1.74814679 0.4628553 0.7678697 0.4510162 -0.35257722 0.36645449 #> sample_18 -2.00666765 1.2097835 0.1403724 -0.8758279 0.96236474 1.19026769 #> sample_19 0.05642966 0.8055451 -0.1927300 -0.1205781 -0.24118531 -0.25572956 #> sample_20 0.24474896 1.9977416 -0.2927706 1.0305376 -0.77745608 0.53671114 #> gene_156 gene_157 gene_158 gene_159 gene_160 #> sample_1 0.677683644 0.03849955 -0.35638119 0.78284410 0.80441162 #> sample_2 -1.184818730 0.63023437 2.10125251 -0.61373681 -1.63463827 #> sample_3 0.720186531 -0.61104608 -1.10691407 0.53480333 0.73606797 #> sample_4 0.803121858 -0.41579535 1.21248959 1.24036003 0.68567588 #> sample_5 -0.743299901 -0.30422384 0.33765806 -0.60750209 -0.29556027 #> sample_6 0.518199077 -0.19233721 0.02880981 0.35859089 -0.02899503 #> sample_7 1.494512798 -0.34421473 0.64577541 -1.53450055 0.59967251 #> sample_8 -0.001967701 1.78313450 1.03138098 -0.58070469 -1.59308498 #> sample_9 1.617287527 0.51382026 0.50278931 -0.73529158 -1.10851818 #> sample_10 0.215210107 0.80034961 0.71493303 -0.31717121 -2.25204512 #> sample_11 0.118178061 0.52272118 -0.39471204 -0.73826236 1.31970010 #> sample_12 0.033874701 -0.64975656 0.91123965 -0.04727292 -1.17851501 #> sample_13 -0.968882573 -0.56348305 1.88848871 -0.11676961 -0.04977844 #> sample_14 -0.319463558 0.47360616 0.81251610 0.25661233 -2.14876584 #> sample_15 0.289686397 0.80893807 0.32626247 -1.70385748 0.52550459 #> sample_16 -1.526590371 -1.37040043 -1.29356943 -2.96102971 1.12559568 #> sample_17 -0.488124872 0.87339001 1.79878062 1.05079521 2.17523064 #> sample_18 0.191977818 -1.82760053 -0.84007682 1.62339399 0.16004145 #> sample_19 -0.208778684 1.63874899 0.71425048 0.02173027 -0.71086416 #> sample_20 -1.035791458 -1.18413156 1.49607176 0.69457501 -0.87664820 #> gene_161 gene_162 gene_163 gene_164 gene_165 #> sample_1 -1.900060823 0.9357843 -0.30905150 0.26306668 -1.7905919 #> sample_2 -0.010441117 -0.6565061 -0.66953344 -0.47858903 1.3194563 #> sample_3 -1.222501574 1.0214153 0.46516516 0.79047270 -0.1302648 #> sample_4 -0.026798678 0.3095805 0.24986433 -1.35646087 0.5993798 #> sample_5 -0.134537140 0.8147844 -0.27292173 2.15948580 1.0917376 #> sample_6 1.147042072 0.3735889 0.32333921 -0.82981932 1.3944626 #> sample_7 -0.504358892 -0.4069096 -0.46093521 2.21490843 1.4869678 #> sample_8 -0.489042542 -0.7527001 0.66537880 0.73566389 0.7307993 #> sample_9 0.717057189 0.4058569 -1.49918152 -1.22357851 1.4253480 #> sample_10 1.505248197 -0.4191479 -0.20817999 1.02500862 -2.1093522 #> sample_11 -0.547717472 2.1165307 0.23888968 -0.51596937 1.1587522 #> sample_12 2.242660967 1.4674856 0.55206173 0.35962252 1.8375217 #> sample_13 0.412530895 0.3390062 -0.21946394 -0.27992198 -0.1844666 #> sample_14 0.690108551 -1.7724438 0.54629404 0.01894582 -0.7487022 #> sample_15 -0.803033850 -0.2376557 0.85534906 -0.46948704 0.1180128 #> sample_16 0.004027538 0.1626712 -1.48392237 1.16486032 -1.2724193 #> sample_17 -0.183562863 -0.6867930 0.02529218 0.77703122 1.3580461 #> sample_18 1.600151269 0.1142747 -1.36542455 0.43853873 -0.9615073 #> sample_19 0.067650247 1.8673130 0.73932627 0.96568744 0.4693349 #> sample_20 -1.339466676 1.6479129 1.37148122 -1.06974569 0.7165765 #> gene_166 gene_167 gene_168 gene_169 gene_170 #> sample_1 -0.78825884 -1.13302167 0.36365257 -0.28588791 0.517669134 #> sample_2 0.63656276 0.51432778 -1.75137511 0.89359752 0.223038372 #> sample_3 -0.93028533 -0.36485100 0.15387249 0.41315482 2.480823360 #> sample_4 0.00864779 0.09071661 -0.65705741 -0.48178225 0.017757879 #> sample_5 0.74338485 -1.20785935 0.32781805 -0.53416511 1.283946719 #> sample_6 -0.19154358 0.27227702 -1.08165901 -2.32939936 -0.549625959 #> sample_7 -0.35509886 0.87620374 -0.21469665 2.02079836 -1.838661562 #> sample_8 -0.52872847 -1.21231512 -0.61989903 0.78089750 0.096229707 #> sample_9 0.53548399 -0.47912410 0.70875558 -0.01094071 -1.392609039 #> sample_10 0.58115598 0.42747604 0.30971218 -0.34868080 0.472684011 #> sample_11 -0.63435781 0.86271083 -1.68157303 -1.63679212 1.430290161 #> sample_12 0.88327330 -1.71320146 0.29372860 1.33080754 0.001025496 #> sample_13 -1.13104119 0.59906814 -0.34502446 0.32868363 -0.002001793 #> sample_14 -0.79432104 0.30078439 0.05466585 0.36422911 -1.165186698 #> sample_15 1.24744155 -0.68839730 -1.38356958 -0.04293242 -0.209234230 #> sample_16 -1.11377867 -1.30693704 -0.17420823 -0.68325152 -0.621568286 #> sample_17 0.31194542 0.99119768 -0.38189865 -0.88026152 0.023068321 #> sample_18 1.21634889 -0.78071197 -0.68229321 -2.24342637 0.180276393 #> sample_19 0.73292806 1.33379773 1.33018264 1.94267087 0.454756408 #> sample_20 -0.99528984 -0.70912717 -0.13950019 -0.83563356 0.471752612 #> gene_171 gene_172 gene_173 gene_174 gene_175 #> sample_1 -0.10290867 -0.97406959 1.27067230 0.960864787 0.76872137 #> sample_2 0.58081659 -0.17782142 0.74096671 -0.997443079 -2.93897756 #> sample_3 -2.17995674 0.42087458 -0.35752832 -0.646861514 -0.05014180 #> sample_4 -0.85953576 1.35770498 1.21506118 1.453912917 -0.08591198 #> sample_5 0.02893134 -0.39567707 -0.69486833 -1.492080701 1.44425724 #> sample_6 -0.07257999 1.03228840 0.21513853 -0.494340125 1.51213828 #> sample_7 0.17293716 -0.76324504 -1.11849291 1.197977461 0.98119391 #> sample_8 -1.56135026 0.69837422 0.03819575 0.234660661 1.02132847 #> sample_9 0.62494754 0.68071956 2.25114000 -1.842120983 -0.08893203 #> sample_10 0.70274265 -1.54379750 -1.13941942 0.370802634 0.24929181 #> sample_11 1.53937650 -0.07721086 0.72223242 0.762012389 -1.10521674 #> sample_12 0.94401212 -0.16311016 0.02093633 0.551059233 0.75481473 #> sample_13 -1.64364047 0.83014458 1.31130078 -0.725708977 -0.38834507 #> sample_14 0.26055583 -2.41711628 1.14908502 1.206579247 -0.43198213 #> sample_15 -1.46699345 2.23577838 -0.62514496 -1.167913785 0.14952883 #> sample_16 -0.15516323 -1.08649358 0.55022201 1.394780678 -1.58831926 #> sample_17 0.70839680 1.47107117 1.42318511 -0.731757253 -1.22786232 #> sample_18 0.78150664 -0.95723134 0.09140705 -0.415741978 -0.66142355 #> sample_19 -0.43587827 1.64225074 -0.11939130 0.003403357 -0.28766248 #> sample_20 -2.69476851 0.03481254 0.36256041 -0.332326497 0.34361037 #> gene_176 gene_177 gene_178 gene_179 gene_180 gene_181 #> sample_1 1.0359308 -0.47388707 -1.2753349 -0.30562067 2.21176949 -1.04166838 #> sample_2 0.7190157 -0.69800504 -1.8941258 0.07629925 0.87530850 0.45382739 #> sample_3 0.4169428 -0.63258754 1.1501467 -0.23547591 -1.64310739 -1.50338215 #> sample_4 -0.6175688 -0.21826025 -1.3260052 -2.36220890 -1.40996955 0.25439714 #> sample_5 -0.3470174 -0.04025917 1.2466321 -1.34630152 -0.57390128 -0.70595925 #> sample_6 -0.5794633 1.67478963 -1.0009803 1.22270284 1.07718817 -0.61194546 #> sample_7 1.1917492 0.63283357 0.5328259 -0.82012190 -0.15932568 -0.01753212 #> sample_8 1.4751236 -0.04839839 -0.5946723 -0.47400609 -0.32636128 -1.18566168 #> sample_9 -0.6541858 -0.37108970 0.7321427 0.15818293 1.00547316 -0.29736137 #> sample_10 1.2404153 -0.37159405 0.9088430 0.77207338 0.36664713 0.23406305 #> sample_11 -1.4611686 0.29556190 0.6585265 0.64514272 0.62365346 2.31584930 #> sample_12 -1.0179046 -0.32052555 -0.4572396 -2.16867569 0.06640965 1.51311497 #> sample_13 -1.0424084 0.73996554 -0.3792280 0.85504041 0.92972681 -0.51142031 #> sample_14 0.1068567 0.48619572 -1.5534583 -1.08314239 -0.51601203 -0.20777098 #> sample_15 0.8613199 -1.04620341 0.1722600 -0.30702075 0.90334561 0.98524869 #> sample_16 2.0675835 -1.69711305 0.8605076 -0.37964349 1.84763011 1.03765618 #> sample_17 -0.8465572 1.64147824 -2.5369827 1.51496682 1.34446529 0.34221800 #> sample_18 0.6839716 0.89238434 -0.7269076 1.01574403 -0.39559343 2.15951107 #> sample_19 1.0049148 -1.51968149 1.0805889 0.43537143 -1.38914741 -0.64430493 #> sample_20 0.2736567 0.29355519 -1.0016032 -1.11856814 -1.53570924 -1.30346291 #> gene_182 gene_183 gene_184 gene_185 gene_186 gene_187 #> sample_1 -1.1465239 -1.67532730 1.52593866 0.5541855 1.99311026 -0.1541207 #> sample_2 -0.8507169 0.56620161 1.15221195 -0.7561974 -0.48925833 -1.1660523 #> sample_3 -2.0505848 -0.75319823 -0.13414196 1.0057828 2.16718680 2.3225565 #> sample_4 0.2958703 0.05678979 -0.10265486 1.9519230 0.87856596 -1.3066169 #> sample_5 -1.8574045 -0.24697048 -0.33556093 -0.2493769 0.45952256 -0.4600755 #> sample_6 0.5068670 0.46006837 1.48439186 0.8819632 -0.53670224 1.2855537 #> sample_7 -0.3906642 -0.40277511 1.27670696 0.8210758 0.41978515 1.7116612 #> sample_8 -0.9772881 -0.68267743 -0.03252769 1.4814811 0.02825460 -0.6880459 #> sample_9 -0.2354352 -0.26317085 -0.32046401 1.9306592 -2.18777451 0.7009740 #> sample_10 -0.8246375 0.79361376 0.81537558 -0.6404126 0.15466856 -1.3190621 #> sample_11 -0.3815989 0.03168816 0.77662540 -1.9830478 -0.00544671 0.7024117 #> sample_12 0.2425636 0.19609740 -0.65602378 -0.4783551 0.56887874 -2.1026268 #> sample_13 0.5756067 -1.17976074 0.87392273 0.7526550 0.63195295 0.4890517 #> sample_14 0.9072814 0.81142513 -0.99119325 -0.4543070 -0.31572854 -1.0063331 #> sample_15 1.6438285 0.81455972 0.82511316 -0.3457739 0.41114733 -0.6432144 #> sample_16 -1.4695748 -2.77694821 -0.07697979 -0.9544921 0.70867942 1.7770868 #> sample_17 -0.3246705 -0.95092126 0.12259632 2.2095975 1.30492804 -0.5255141 #> sample_18 2.2155816 -0.25571707 0.30229170 -0.6658051 -0.69606121 0.6833419 #> sample_19 -0.3177819 -2.61114258 -0.40407018 1.9639394 -0.90803824 0.2310028 #> sample_20 -0.4379984 1.94010248 0.33976088 -0.2036577 -1.22498518 1.7463406 #> gene_188 gene_189 gene_190 gene_191 gene_192 #> sample_1 2.564408338 1.06199914 1.14269488 1.12383884 -0.39700149 #> sample_2 -0.479668950 0.11534822 -1.76804841 -1.40763892 0.70917846 #> sample_3 -1.020423391 0.04881444 -0.77188863 -0.78523507 -0.72660303 #> sample_4 0.090344272 0.90235804 0.54942132 -0.86983920 -0.03921465 #> sample_5 0.058932798 -0.74259108 -2.16357400 -0.23289649 0.87490683 #> sample_6 0.587848533 -1.30848203 0.31672632 1.19415830 0.91305715 #> sample_7 -2.215632715 -0.18487820 0.67116824 -0.79514024 -1.56625783 #> sample_8 -0.894731112 -0.53317059 0.58385837 -1.26285999 0.89319710 #> sample_9 -0.376301495 0.33518102 -0.29352566 0.01114218 1.19801734 #> sample_10 -0.559444239 -1.27868371 -0.16185463 -1.21269805 1.37134562 #> sample_11 1.223164016 -0.14139745 -0.49537901 0.84052263 0.56005014 #> sample_12 -0.003301496 0.41691801 0.47386760 -0.06292512 -1.63621935 #> sample_13 0.493466172 -2.02466874 -0.11534663 0.40296120 -1.32955321 #> sample_14 -1.016594660 2.02996478 -0.68763843 -1.58790685 1.01693810 #> sample_15 0.942059477 0.46959178 -0.66211224 -0.30947110 0.79457426 #> sample_16 0.866314308 0.15300582 -0.04638908 -1.67284741 -1.08989061 #> sample_17 1.151635923 0.82616690 1.15624483 0.41097269 -0.05604864 #> sample_18 -0.589274870 -0.07409355 -1.11227103 -0.59106225 0.85694461 #> sample_19 1.083031391 -1.02306279 1.97588492 0.50174849 0.93378365 #> sample_20 0.482781860 0.22318969 -0.94724382 0.03943565 0.59109249 #> gene_193 gene_194 gene_195 gene_196 gene_197 gene_198 #> sample_1 -0.8232612 -0.5788846 1.76378938 0.1329921464 0.3764993 1.1387077 #> sample_2 -1.2408429 -0.3683273 0.46208009 -0.3228331007 -1.2872148 -1.0300402 #> sample_3 0.6818780 -0.2298433 -1.51060172 -0.5837276871 -2.0229185 0.4035047 #> sample_4 -0.5184517 -0.9118496 0.15031364 0.4403554485 1.3197821 0.2465611 #> sample_5 -0.9734940 -0.5127469 -0.92348799 -1.4944257251 -0.1659304 1.5822383 #> sample_6 -0.7867530 -0.4109297 0.47637368 0.1859158675 -1.3247163 1.1723711 #> sample_7 1.2137325 1.5038101 -1.16942502 0.6133771675 1.4839313 -0.4437737 #> sample_8 -0.8971835 0.5546127 -1.16400329 0.0186566700 0.3288212 -0.2949463 #> sample_9 -0.4677335 0.9163829 -0.70606033 0.7869355376 0.3998839 -0.6387053 #> sample_10 0.0826277 -1.2658538 1.17427579 0.6959916749 0.8000704 -1.0021969 #> sample_11 1.1370459 0.4738013 -0.15044036 2.1389952349 0.2179965 -1.8959692 #> sample_12 1.1682297 -0.4086862 -0.09411706 0.4675893086 -0.8281954 0.3968132 #> sample_13 0.8500323 1.1056819 0.40414191 -0.1231415112 0.4488477 2.0681537 #> sample_14 -0.7231022 -1.4534850 -2.14081548 0.1348544268 0.6619978 0.4946132 #> sample_15 -0.9148510 -0.4655203 0.81966936 1.5210357381 0.2653548 0.6190669 #> sample_16 -0.0761757 -1.3058317 -0.06238456 0.3423715685 -0.5489306 0.9150613 #> sample_17 0.7801771 -1.9231778 -0.27364949 0.6037177315 -1.3173483 0.9555886 #> sample_18 0.5088934 0.3971039 0.38675725 0.3701361846 1.0367231 2.3587651 #> sample_19 -0.4303948 1.3189214 0.78666256 0.3909081962 0.5550166 0.4958615 #> sample_20 0.9021147 0.3586921 0.61721477 -0.0003015099 1.1160198 -0.1324563 #> gene_199 gene_200 gene_201 gene_202 gene_203 #> sample_1 1.24126308 0.61209094 -0.4293801 1.36046133 -0.07085743 #> sample_2 1.51408932 0.34690359 1.7794415 0.38663092 -0.91869524 #> sample_3 0.55001555 0.02835712 0.8931650 -0.37655550 0.60588481 #> sample_4 0.94182660 -0.34215133 -0.2761468 0.38365678 1.44691022 #> sample_5 1.01460227 -1.14647834 -0.9098491 3.10918268 -1.06955277 #> sample_6 0.23149277 0.48307190 -0.5353196 1.37813582 -1.30267167 #> sample_7 0.26858974 -1.22821683 0.4785288 1.66985957 -0.03645555 #> sample_8 0.64159990 0.92667781 1.7721240 1.66209268 0.02792891 #> sample_9 -0.34312141 -1.11827842 0.5783768 0.11318695 0.44020633 #> sample_10 -0.67711567 0.72096360 0.9601681 -0.14566567 1.50525554 #> sample_11 -0.14273839 1.46242573 1.0746571 0.65505667 -0.12313366 #> sample_12 0.24447551 0.62743759 -0.8052065 -1.93205307 0.71708201 #> sample_13 -1.24953684 -0.21953118 1.0320027 -1.58287658 0.08496778 #> sample_14 -1.52664365 -0.11021600 2.4687413 -0.56354343 -1.44585342 #> sample_15 0.47108084 0.46314421 -0.1601614 -0.03568547 -0.57468482 #> sample_16 -0.08760390 -0.02557947 -1.2543574 1.88012482 -0.14094937 #> sample_17 0.01285354 0.29143609 -2.0168056 -1.59648840 0.79051330 #> sample_18 -0.91360208 1.27559942 -1.4390901 0.03814221 -0.50357219 #> sample_19 -1.58883685 -0.32126448 -1.5520529 0.96151600 -1.08631527 #> sample_20 0.88813439 -0.05504630 -1.1447172 0.03108665 -1.52231049 #> gene_204 gene_205 gene_206 gene_207 gene_208 #> sample_1 -0.272153684 -2.44668003 0.06548664 -1.098508902 -0.63317818 #> sample_2 -1.584336488 -0.08405889 -2.08507089 0.003567992 -0.35577082 #> sample_3 -0.004874726 -0.52079637 -0.63901860 -0.635894137 0.10658698 #> sample_4 1.733900291 0.45642938 0.70750349 2.063789224 0.02391059 #> sample_5 -0.700109518 -0.19844447 0.74362012 -0.050159767 1.31314355 #> sample_6 0.634857535 0.99965516 -0.33774895 -0.086033607 -1.71881758 #> sample_7 -0.440936271 0.73440889 -0.57530946 0.074897554 0.05930184 #> sample_8 1.615495109 -1.34752241 0.19362683 0.421505299 -0.50013320 #> sample_9 -2.002320938 1.04163384 -1.01374892 -0.504802858 0.08995304 #> sample_10 0.678180406 -0.26555220 -0.45813254 1.738431533 -0.01310595 #> sample_11 -0.929721805 1.51655653 -0.07679296 -0.369791935 0.60623267 #> sample_12 1.792486559 1.12319487 1.60994768 1.732799496 1.27570372 #> sample_13 1.210794619 -0.02346257 0.08469392 -0.325065508 0.50592356 #> sample_14 -0.476555776 1.01460047 -0.11802003 -0.354321844 0.28725584 #> sample_15 0.845350017 -0.58176612 -0.50235711 1.088076265 -0.39295302 #> sample_16 -0.106691137 0.72455509 0.42881808 -1.580215751 0.77475581 #> sample_17 -0.055953771 2.78465654 0.39541170 2.697962419 1.05661013 #> sample_18 -1.713177445 0.75245163 -0.88340211 0.136518779 0.42628188 #> sample_19 -1.716257245 -0.35522618 0.97927600 -1.174070697 -0.39646086 #> sample_20 -0.530314430 0.01026276 -1.58592694 1.150015160 -0.14541101 #> gene_209 gene_210 gene_211 gene_212 gene_213 #> sample_1 -2.06365445 2.648932029 -1.15339839 -0.34063788 0.78636258 #> sample_2 1.14635975 -0.221188446 1.01817902 -0.26371930 1.65854230 #> sample_3 1.17691425 0.447391153 2.27295477 0.13605821 -1.99903913 #> sample_4 0.24594946 0.272059145 -0.99245858 -0.02757795 2.22284516 #> sample_5 0.08601352 -0.629851372 0.65507033 0.01939355 0.69626996 #> sample_6 -0.92912157 0.813676046 0.52641355 1.01195739 0.83137981 #> sample_7 0.84826470 2.575396587 0.09425996 -0.51994953 0.77442862 #> sample_8 -1.59442601 1.417076086 1.05056411 -0.58443191 -0.52671487 #> sample_9 -1.29200091 -1.730530080 1.13242478 0.95539852 -0.71400828 #> sample_10 -0.79435335 0.255333393 -0.87877765 -0.50238401 0.91823511 #> sample_11 1.52673800 -0.081510851 1.42835885 1.01357184 -0.67657783 #> sample_12 0.42400799 -0.137778131 -0.59793732 -0.72207327 0.07276248 #> sample_13 0.41527205 -1.177413897 0.03344533 -0.67987338 0.97781403 #> sample_14 0.01801262 -0.898423976 1.44473649 -0.53779915 -0.48236000 #> sample_15 -0.66046112 -0.149025127 -0.87548530 1.69900157 0.06819026 #> sample_16 -1.16429212 0.008854303 -0.45507800 -1.00269005 0.42806957 #> sample_17 1.78186931 1.318688039 -0.72408315 -0.26329117 -0.34859075 #> sample_18 -0.92513975 -0.969095736 -0.22658278 -0.97822396 -0.53335413 #> sample_19 0.02895934 -1.470506429 0.96517223 -0.78144169 1.25731934 #> sample_20 1.61724620 0.135390016 0.44055001 0.63818265 -1.08707192 #> gene_214 gene_215 gene_216 gene_217 gene_218 gene_219 #> sample_1 -1.2705131 0.54214155 0.0751059 0.55851442 0.41540640 -1.45229977 #> sample_2 -0.7740868 -0.92393788 -0.2755334 -0.59339969 -0.12228589 1.17978425 #> sample_3 -0.4205009 -0.37840740 1.2207748 -1.54103029 -0.31031012 -0.02010818 #> sample_4 0.1555039 -0.86911632 -1.1744894 -1.75967731 0.05836159 1.16451986 #> sample_5 2.0088699 -0.05697828 0.2404155 -0.02189017 -0.83080816 1.40247432 #> sample_6 0.4151341 -0.66125706 0.5488113 -0.53936780 -0.17131843 -0.76673461 #> sample_7 1.2282893 1.88060688 -0.1252417 -0.75909477 -0.50930360 -0.15603967 #> sample_8 -0.1222407 -0.58632828 -0.2478669 0.80125715 2.52510877 0.27003304 #> sample_9 -0.1303939 0.95080488 0.4707942 0.33483813 -1.54942326 -0.62115042 #> sample_10 -0.4155561 -0.49745413 0.1229840 -0.99409384 0.48593786 -0.55104176 #> sample_11 -0.2365657 0.50559912 -2.5277529 -0.70066867 0.09160758 0.85217358 #> sample_12 1.4733625 -0.31620608 -1.4147214 -1.98617904 0.70573403 -0.79042763 #> sample_13 1.7724774 0.27793329 -0.4810193 -1.79106060 0.53066370 -1.12476618 #> sample_14 -0.7356196 -0.01523526 -0.2850608 -0.77089599 -1.91152294 0.17789966 #> sample_15 0.5331876 -0.08094899 2.4467814 0.38389903 -1.05217158 -1.72223383 #> sample_16 0.2025623 0.18158328 0.5656939 -0.27765698 -1.36424848 1.29920725 #> sample_17 -0.2132519 0.74866647 -3.0045498 -0.20571019 -0.14351672 1.31095720 #> sample_18 0.8663929 -0.49338094 -1.2286158 1.28456315 1.21178017 0.01786708 #> sample_19 -2.0462473 1.81907819 -1.3673821 0.37197567 0.75249610 -0.84410270 #> sample_20 0.3246503 -2.02073388 -1.5803093 -0.20044943 -1.13113806 -0.78680531 #> gene_220 gene_221 gene_222 gene_223 gene_224 #> sample_1 0.94120612 -0.33893587 -0.07557425 0.040204392 0.1243011 #> sample_2 0.64103737 -0.62958851 -0.80773497 -0.860489929 -2.1692387 #> sample_3 -2.39020034 0.88986536 -1.48281332 0.445750348 1.3697759 #> sample_4 0.33762789 -1.05451872 0.66076911 -0.823409004 0.4370337 #> sample_5 -0.72386911 1.33058037 -0.81133302 1.795036105 0.6866263 #> sample_6 -0.60657485 1.64731282 0.84106935 0.338175097 -0.4048831 #> sample_7 0.13258244 -0.97408402 -1.25094966 -0.046336042 1.1373878 #> sample_8 -0.88635703 -0.76952385 0.45405702 -0.706657247 -0.9493955 #> sample_9 -1.61561823 0.85346537 1.88881916 -0.867441159 0.7144205 #> sample_10 0.16660082 0.09556492 0.93736174 -0.778592244 -0.3460150 #> sample_11 1.12390932 0.82786930 -1.36811281 0.189759677 1.9607559 #> sample_12 0.75848016 2.07837562 1.91913490 0.075529822 0.2677515 #> sample_13 0.04022615 -1.18796740 2.24883111 1.553161749 0.3230219 #> sample_14 0.19632069 0.05004416 -1.04527444 -0.136682386 1.2275006 #> sample_15 -0.63081925 -0.95359598 -0.07998247 1.062695902 1.3510568 #> sample_16 -1.99284656 -0.10371609 0.29976626 -0.403000409 0.3384910 #> sample_17 0.76457326 0.56446857 -0.17532139 -0.002574686 0.5887499 #> sample_18 1.70024778 1.34411535 0.24724950 -0.095850995 -0.1058948 #> sample_19 -1.47470376 -0.12728651 -0.11308334 1.806296611 -0.9163136 #> sample_20 1.76282435 -0.31614936 0.66981383 1.855952275 -0.4366507 #> gene_225 gene_226 gene_227 gene_228 gene_229 gene_230 #> sample_1 -0.99843255 1.23339006 0.34042449 -0.4727025 0.7087531 -1.52895871 #> sample_2 -1.37583652 -0.49313247 -0.58165203 -0.1672293 0.4859931 -1.33339580 #> sample_3 -0.02011003 -0.10921759 0.26466174 0.3038483 -0.1833885 0.55964967 #> sample_4 0.37238811 -1.64674913 -1.92355227 0.3808330 1.3757053 0.82584873 #> sample_5 0.08937800 0.32454774 0.07131812 0.2330484 1.9863766 -0.95167079 #> sample_6 0.90000904 1.19066666 -0.04753908 0.7869254 1.1666841 -0.27182387 #> sample_7 1.26444989 -0.54874208 0.68239143 -0.9297734 -0.9751487 -0.02711708 #> sample_8 -1.06640060 -0.88645119 0.66859230 -2.0675643 1.6941464 -0.18977036 #> sample_9 0.61442702 0.30509874 -0.92599980 1.3595344 0.2036983 1.28854351 #> sample_10 0.14592795 -0.67937828 -0.61369825 2.2029351 -0.3287725 1.75177685 #> sample_11 -0.80601772 0.24735027 0.50782823 -0.4958018 -0.9021024 1.01253254 #> sample_12 0.43629074 1.20974878 -1.25305556 1.7650286 -0.1593220 0.89887422 #> sample_13 0.02275970 -0.24942787 -2.17231912 -1.3396591 -0.9804858 -1.79278068 #> sample_14 -0.19386519 -1.99307110 -0.42990567 -0.6519163 -1.3227553 -0.61100236 #> sample_15 0.23329022 0.33389879 -0.76477026 0.7693845 -0.2150130 0.38338059 #> sample_16 -1.47842704 -0.04651493 0.03168819 0.2815326 0.8031953 -0.20885835 #> sample_17 0.17531716 1.39692297 0.82541665 0.5547305 0.5453780 -0.53638450 #> sample_18 -1.26115471 -1.76021040 1.79143081 -0.8010346 -0.5579332 0.75611749 #> sample_19 0.32603605 1.72940636 0.61863103 -0.2435104 0.3041536 -0.15611053 #> sample_20 1.68348793 -0.22829121 0.83479832 -0.6273759 -0.1228997 0.63543146 #> gene_231 gene_232 gene_233 gene_234 gene_235 gene_236 #> sample_1 0.23742535 -1.3128142 0.74702859 -1.56251843 0.07105336 -0.6395348 #> sample_2 -0.26196562 0.6523863 0.74885497 0.89656029 1.48930042 -0.6594035 #> sample_3 -0.18655384 -0.8122754 -1.64058167 0.50792248 1.75433696 0.5924002 #> sample_4 -0.41611500 0.9821496 0.24218073 -0.93792685 1.50585850 -1.0658512 #> sample_5 -0.55864232 0.2558145 -0.19807617 0.42878914 0.07077011 -1.5366538 #> sample_6 -0.31370428 -0.2863002 -0.80344026 -0.09455546 -0.07404651 0.7144907 #> sample_7 0.44667189 -0.3291122 0.11304908 1.05122939 0.32697740 0.7870374 #> sample_8 0.42216699 -0.6631157 -0.66276546 0.11329221 0.94295108 -1.2158733 #> sample_9 -0.21297183 0.4875498 -1.06770917 -1.18048867 2.15917576 -0.4178126 #> sample_10 -0.97165174 -1.6895469 -1.48138618 2.42689478 -0.22846002 1.1132835 #> sample_11 1.63654057 -0.8255205 -1.30128401 -0.48404261 -0.19156194 -1.2039913 #> sample_12 -0.70499533 1.1268966 -1.97432221 -1.24477283 1.03125039 0.5790970 #> sample_13 0.52281281 -1.5913285 0.80626313 -0.68381307 0.33438806 0.9430064 #> sample_14 -0.43348477 0.2211316 0.41463530 1.00351963 -2.62604224 -0.8735349 #> sample_15 -0.54249536 -2.0945782 0.37805006 -0.70593423 -0.58710453 0.1000864 #> sample_16 -0.33672818 -0.4563098 1.02426031 1.45739515 -0.22493059 0.2900685 #> sample_17 -1.83926751 -0.7123422 -0.09456646 0.24301597 1.02044611 0.9232620 #> sample_18 -0.06565428 1.4038251 0.80612311 -0.12533444 -0.56442254 0.9407780 #> sample_19 0.66641160 -2.1430249 -0.78568405 0.85631614 -0.35472132 0.1861089 #> sample_20 1.09852053 -0.2414560 -2.05220527 -0.83857490 -0.86128523 0.1587061 #> gene_237 gene_238 gene_239 gene_240 gene_241 gene_242 #> sample_1 -0.84519574 0.6752447 1.15337579 -1.6865047 -0.90281495 1.31763370 #> sample_2 0.53728318 0.7468031 1.89631708 -2.0600707 0.06454387 -0.26514740 #> sample_3 1.01671329 0.1216206 -1.07806726 -1.1435657 -0.52964368 -0.68127316 #> sample_4 0.16227053 0.2604704 -1.48820199 1.4151839 0.56250751 0.64205574 #> sample_5 0.45398437 0.8743986 -1.29773757 -1.0789652 -1.13484994 0.02261431 #> sample_6 0.12471837 1.2965943 -1.11449293 -0.8420588 -1.50429421 -0.28402646 #> sample_7 0.44155962 -1.0193045 -0.15869833 -1.6377013 2.83926623 0.96181916 #> sample_8 -0.04726274 -0.1920450 0.63214857 -0.1519050 0.01520037 0.88871818 #> sample_9 0.08765496 -0.5437091 -0.11986702 1.8006249 -0.79424735 -0.36036056 #> sample_10 -0.43706385 1.2648846 1.43659773 -0.9186643 -1.91460251 0.11496953 #> sample_11 -1.55456583 -0.1492897 -0.98824895 -1.3005309 0.76400192 -0.76422002 #> sample_12 -1.03789001 1.5616223 0.10195962 2.3242383 2.32585155 -1.29314996 #> sample_13 -0.89838767 0.7673359 0.09233868 -0.3516960 0.11537300 -0.14326135 #> sample_14 -0.77371083 0.5930586 0.45356334 -0.4896267 -0.66608550 -1.08965423 #> sample_15 1.20206636 0.6598440 -0.62674536 -0.5297761 0.87650319 -0.05013821 #> sample_16 0.25927654 0.0098923 -0.18467393 1.6542466 0.43685436 0.84731611 #> sample_17 0.26317994 -0.6875862 0.22086118 -0.5541038 0.55184639 -0.16183299 #> sample_18 1.26980895 1.2650385 0.69953040 -0.4789323 -1.31420274 -0.90364582 #> sample_19 0.38589772 0.6055049 0.52212061 1.6078319 1.52866477 0.28576087 #> sample_20 0.14151503 0.5491975 -1.25469101 0.6528780 -0.17080138 -1.71282287 #> gene_243 gene_244 gene_245 gene_246 gene_247 #> sample_1 1.10018974 1.203767839 -1.43127078 1.38291086 0.00312594 #> sample_2 -0.44734453 -1.410700927 -0.50641888 -0.26976184 -1.08515492 #> sample_3 -0.20244756 1.684495721 -1.03377324 -0.15597667 -0.04640064 #> sample_4 -0.89053264 -0.116537517 -0.94197475 1.11582792 0.47013513 #> sample_5 -0.02146122 -0.278772443 -0.02420641 0.82502030 -0.75018278 #> sample_6 0.04286904 -0.008866413 -2.94908378 0.02035825 -0.09844698 #> sample_7 0.50843200 0.259523192 -0.77340413 -1.80552753 0.17838323 #> sample_8 0.01033495 0.344932320 -0.91317842 -0.92439810 -0.37207719 #> sample_9 0.63146065 -1.663279352 -0.48800525 -0.02075222 0.93387104 #> sample_10 1.51034812 -0.009052613 -0.13585674 -0.33625067 0.35779653 #> sample_11 1.05984222 0.574400444 1.45435482 1.92660650 0.37769313 #> sample_12 -0.04501885 0.195694234 0.48062339 2.01734246 1.19560865 #> sample_13 -2.41982035 -1.163794035 0.10342665 -0.12614333 -0.14174341 #> sample_14 -1.04090695 0.501606680 0.04135376 -0.05308168 -1.52739908 #> sample_15 2.28039035 1.379810564 -0.57363603 -1.41683743 -1.24490746 #> sample_16 0.99628230 1.067452442 -0.05334258 0.99292623 -0.49935268 #> sample_17 1.35140353 -0.005333142 -2.40513344 0.98980936 -1.23303168 #> sample_18 -0.68267777 0.374599658 0.80978442 -1.02731189 0.27120472 #> sample_19 0.96647886 0.041676859 -0.18656805 -1.35109974 -0.95322589 #> sample_20 -0.09151897 -0.939603575 0.83190259 0.35367663 0.81208047 #> gene_248 gene_249 gene_250 #> sample_1 -0.07788682 0.44142823 0.12892290 #> sample_2 0.36215913 -0.33567214 1.36380450 #> sample_3 -0.95362873 0.41626080 0.11402961 #> sample_4 0.86061271 -0.07039665 -0.61318021 #> sample_5 0.53621047 -1.57271748 -0.98642742 #> sample_6 0.58910910 -0.42575163 0.63465899 #> sample_7 -0.52577731 0.40018632 -0.12258759 #> sample_8 -0.29779785 1.57449189 -1.98066169 #> sample_9 -0.23267088 -1.01963006 -1.68032832 #> sample_10 0.34049858 3.09723070 0.67735274 #> sample_11 0.45781732 -0.31447817 -0.19633722 #> sample_12 0.65657552 1.02629785 0.52019266 #> sample_13 0.91043704 1.47761791 1.64624260 #> sample_14 -0.16356852 -2.13509492 -0.13683359 #> sample_15 0.90008248 1.98943026 -2.78697529 #> sample_16 -1.11639333 -0.97451676 2.78740354 #> sample_17 0.02741056 -0.39100523 2.40181018 #> sample_18 0.37216339 -1.47380351 -1.42279915 #> sample_19 -1.28260715 1.34873878 0.08748952 #> sample_20 -0.05053601 1.87464215 1.51944240