Function to estimate optimal number of clusters and clustering using kmeans
Source:R/kmeans_clustering.R
kmeans_clustering.RdThis function estimates the optimal number of clusters in the input sample based on dimension reduced file. In case there are two or more cluster numbers supported by the same index number, the smaller number of clusters will be chosen to represent the family.
Arguments
- dim_reduced_file
dimension reduced file
- min_clust
minimum number of clusters
- max_clust
maximum number of clusters
Examples
kmeans_clustering(dim_reduced_file)
#> Selecting by n
#> Joining with `by = join_by(name)`
#> name axis_1 axis_2 cluster
#> 1 TcYC6_0128200-RA-p1 -3.75429634 -1.304527740 3
#> 2 TcYC6_0128210-RA-p1 -3.11087130 -0.691658777 4
#> 3 TcYC6_0128220-RA-p1 -4.13674651 -1.698944011 3
#> 4 TcYC6_0128230-RA-p1 -3.82431872 -1.540161121 3
#> 5 TcYC6_0128240-RA-p1 -4.32919109 -1.648458709 3
#> 6 TcYC6_0128250-RA-p1 -4.18799408 -1.730389350 3
#> 7 TcYC6_0128260-RA-p1 -4.29841906 -1.595174655 3
#> 8 TcYC6_0128270-RA-p1 -4.15979475 -1.663530325 3
#> 9 TcYC6_0128280-RA-p1 -4.27965990 -1.549149274 3
#> 10 TcYC6_0128290-RA-p1 -4.03518989 -1.566746578 3
#> 11 TcYC6_0128300-RA-p1 -4.31998295 -1.630271813 3
#> 12 TcYC6_0128310-RA-p1 -4.12136567 -1.673768282 3
#> 13 TcYC6_0128320-RA-p1 -4.13682508 -1.655352691 3
#> 14 TcYC6_0128330-RA-p1 -3.97206330 -1.529543175 3
#> 15 TcYC6_0128340-RA-p1 -3.19856040 -1.051077946 4
#> 16 TcYC6_0128350-RA-p1 -2.59738806 -0.583696758 4
#> 17 TcYC6_0128360-RA-p1 -4.12023996 -1.606423931 3
#> 18 TcYC6_0128370-RA-p1 -4.02573070 -1.575551442 3
#> 19 TcYC6_0128380-RA-p1 -3.16098060 -0.942651847 4
#> 20 TcYC6_0128390-RA-p1 -3.14934120 -0.947986466 4
#> 21 TcYC6_0128400-RA-p1 -3.18784285 -0.937280105 4
#> 22 TcYC6_0128410-RA-p1 -3.15579457 -1.012094244 4
#> 23 TcYC6_0128420-RA-p1 -3.20412653 -0.997276080 4
#> 24 TcYC6_0128430-RA-p1 -3.18768863 -0.999765743 4
#> 25 TcYC6_0128440-RA-p1 -3.20308982 -0.989154550 4
#> 26 TcYC6_0128450-RA-p1 -3.20585087 -0.995754829 4
#> 27 TcYC6_0128460-RA-p1 -3.96175391 -1.490067837 3
#> 28 TcYC6_0128470-RA-p1 -3.93825998 -1.531764939 3
#> 29 TcYC6_0128480-RA-p1 -3.87343437 -1.514486949 3
#> 30 TcYC6_0128490-RA-p1 -4.05661436 -1.612759828 3
#> 31 TcYC6_0128500-RA-p1 -3.88068459 -1.443443002 3
#> 32 TcYC6_0128510-RA-p1 -3.87415588 -1.540276565 3
#> 33 TcYC6_0135710-RA-p1 1.18446589 0.201849833 1
#> 34 TcYC6_0135720-RA-p1 -0.28307965 6.968338122 2
#> 35 TcYC6_0135730-RA-p1 -0.30861764 6.966791222 2
#> 36 TcYC6_0135740-RA-p1 -0.28257768 6.959733051 2
#> 37 TcYC6_0137830-RA-p1 10.20186417 -1.614151352 5
#> 38 TcYC6_0137840-RA-p1 9.98499630 -1.442802336 5
#> 39 TcYC6_0137850-RA-p1 10.09063452 -1.419978040 5
#> 40 TcYC6_0137860-RA-p1 9.59720567 -1.429954530 5
#> 41 TcYC6_0137870-RA-p1 9.94576317 -1.394069771 5
#> 42 TcYC6_0137880-RA-p1 10.04105796 -1.471683771 5
#> 43 TcYC6_0137890-RA-p1 10.08586287 -1.585244803 5
#> 44 TcYC6_0137900-RA-p1 9.91174039 -1.549077665 5
#> 45 TcYC6_0130340-RA-p1 -4.12004055 -1.406881441 3
#> 46 TcYC6_0130350-RA-p1 -0.48910875 -0.162454010 4
#> 47 TcYC6_0130360-RA-p1 -2.74643612 -0.621955463 4
#> 48 TcYC6_0130370-RA-p1 -2.75232061 -0.608241615 4
#> 49 TcYC6_0130380-RA-p1 -2.73123740 -0.616869598 4
#> 50 TcYC6_0130390-RA-p1 -4.10405012 -1.403172508 3
#> 51 TcYC6_0136230-RA-p1 -0.18241015 6.657374071 2
#> 52 TcYC6_0131560-RA-p1 -4.08782917 -1.549505652 3
#> 53 TcYC6_0131570-RA-p1 -3.96490886 -1.482491137 3
#> 54 TcYC6_0131580-RA-p1 -4.01132992 -1.296903899 3
#> 55 TcYC6_0131590-RA-p1 -2.94716020 -0.842965545 4
#> 56 TcYC6_0131600-RA-p1 -3.94337730 -1.626155423 3
#> 57 TcYC6_0131610-RA-p1 -3.95055076 -1.615574596 3
#> 58 TcYC6_0131620-RA-p1 -4.05909276 -1.342952089 3
#> 59 TcYC6_0131630-RA-p1 -4.14291860 -1.453922453 3
#> 60 TcYC6_0131640-RA-p1 -3.96890917 -1.641268449 3
#> 61 TcYC6_0131650-RA-p1 -4.26880814 -1.514782396 3
#> 62 TcYC6_0131660-RA-p1 -3.99252683 -1.605711310 3
#> 63 TcYC6_0131670-RA-p1 -4.27273733 -1.533986783 3
#> 64 TcYC6_0131680-RA-p1 -3.95242526 -1.599473404 3
#> 65 TcYC6_0131690-RA-p1 -4.13830831 -1.451218467 3
#> 66 TcYC6_0131700-RA-p1 -2.88759680 -1.002929793 4
#> 67 TcYC6_0131710-RA-p1 -3.83750768 -1.485475462 3
#> 68 TcYC6_0131720-RA-p1 -3.94841838 -1.625064113 3
#> 69 TcYC6_0131730-RA-p1 -3.96309151 -1.598535906 3
#> 70 TcYC6_0131740-RA-p1 -3.97265043 -1.623048999 3
#> 71 TcYC6_0131750-RA-p1 -3.97265043 -1.623048999 3
#> 72 TcYC6_0131760-RA-p1 -3.97265043 -1.623048999 3
#> 73 TcYC6_0131770-RA-p1 -3.97411459 -1.623570271 3
#> 74 TcYC6_0131780-RA-p1 -3.19079695 -0.984369520 4
#> 75 TcYC6_0131790-RA-p1 -4.04360477 -1.592833377 3
#> 76 TcYC6_0131800-RA-p1 -4.03648466 -1.543619569 3
#> 77 TcYC6_0131810-RA-p1 -1.90331376 -0.834998025 4
#> 78 TcYC6_0136630-RA-p1 -3.49303881 -1.411068411 3
#> 79 TcYC6_0136640-RA-p1 -0.29073407 6.861449707 2
#> 80 TcYC6_0136650-RA-p1 -0.20204736 6.842909512 2
#> 81 TcYC6_0138970-RA-p1 9.19353859 -1.209469100 5
#> 82 TcYC6_0138980-RA-p1 9.21193259 -1.272820135 5
#> 83 TcYC6_0138990-RA-p1 10.06399173 -0.988703558 5
#> 84 TcYC6_0139000-RA-p1 3.80610612 0.122465053 1
#> 85 TcYC6_0121890-RA-p1 2.90592975 0.720094875 1
#> 86 TcYC6_0123350-RA-p1 2.97742372 0.615847073 1
#> 87 TcYC6_0131830-RA-p1 -3.12378831 -0.912848944 4
#> 88 TcYC6_0131840-RA-p1 -2.34802958 -0.224173267 4
#> 89 TcYC6_0131850-RA-p1 -1.42201087 -0.006446663 4
#> 90 TcYC6_0139020-RA-p1 6.28162750 -0.933692920 1
#> 91 TcYC6_0139030-RA-p1 6.30971800 -0.946515730 1
#> 92 TcYC6_0006870-RA-p1 3.33522706 0.296496566 1
#> 93 TcYC6_0130940-RA-p1 -4.05864707 -1.568021549 3
#> 94 TcYC6_0130950-RA-p1 -4.06930834 -1.699227045 3
#> 95 TcYC6_0130960-RA-p1 -2.88626094 -0.904548978 4
#> 96 TcYC6_0130970-RA-p1 -2.87363758 -0.932954608 4
#> 97 TcYC6_0130980-RA-p1 -2.87366284 -0.939683074 4
#> 98 TcYC6_0130990-RA-p1 -2.83882047 -0.898146891 4
#> 99 TcYC6_0131000-RA-p1 -2.83882047 -0.898146891 4
#> 100 TcYC6_0131010-RA-p1 -2.86252401 -0.915162395 4
#> 101 TcYC6_0131020-RA-p1 -3.27059782 -1.048550793 4
#> 102 TcYC6_0131030-RA-p1 -4.22680212 -1.543421015 3
#> 103 TcYC6_0131040-RA-p1 -3.10837645 -0.644624910 4
#> 104 TcYC6_0131050-RA-p1 -3.06084796 -0.984958711 4
#> 105 TcYC6_0131060-RA-p1 -4.09720014 -1.708836239 3
#> 106 TcYC6_0131070-RA-p1 -3.30241245 -0.981911155 4
#> 107 TcYC6_0131080-RA-p1 -4.12780254 -1.683273328 3
#> 108 TcYC6_0131090-RA-p1 -4.20681358 -1.538063877 3
#> 109 TcYC6_0131100-RA-p1 -4.10856086 -1.709942811 3
#> 110 TcYC6_0131110-RA-p1 -4.28447926 -1.548104286 3
#> 111 TcYC6_0131120-RA-p1 -4.21958706 -1.392141091 3
#> 112 TcYC6_0131130-RA-p1 -4.11547386 -1.412228639 3
#> 113 TcYC6_0136420-RA-p1 -3.91030320 -1.628647275 3
#> 114 TcYC6_0136430-RA-p1 -3.91030320 -1.628647275 3
#> 115 TcYC6_0136440-RA-p1 0.42121460 -0.505555666 4
#> 116 TcYC6_0136450-RA-p1 -1.45713899 0.089873821 4
#> 117 TcYC6_0136460-RA-p1 -0.19340273 6.838049493 2
#> 118 TcYC6_0138630-RA-p1 6.38043842 -1.079019513 1
#> 119 TcYC6_0138640-RA-p1 10.28395880 -1.558832402 5
#> 120 TcYC6_0138650-RA-p1 7.15096182 0.182504979 5
#> 121 TcYC6_0138660-RA-p1 7.26607467 0.140339153 5
#> 122 TcYC6_0138670-RA-p1 10.04532996 -1.506276002 5
#> 123 TcYC6_0138680-RA-p1 3.81269322 0.146373136 1
#> 124 TcYC6_0138690-RA-p1 3.81587517 0.159699902 1
#> 125 TcYC6_0058000-RA-p1 3.56231975 0.565337829 1
#> 126 TcYC6_0059120-RA-p1 2.98185928 0.613735279 1
#> 127 TcYC6_0129710-RA-p1 -4.16520902 -1.366267614 3
#> 128 TcYC6_0129720-RA-p1 -2.77620167 -0.853699392 4
#> 129 TcYC6_0129730-RA-p1 -4.14228167 -1.397025015 3
#> 130 TcYC6_0129740-RA-p1 -4.06285503 -1.431480598 3
#> 131 TcYC6_0129750-RA-p1 -4.02172468 -1.291635426 3
#> 132 TcYC6_0129760-RA-p1 -4.16086731 -1.364781821 3
#> 133 TcYC6_0129770-RA-p1 -4.16823906 -1.385748290 3
#> 134 TcYC6_0129780-RA-p1 -4.21391233 -1.512959649 3
#> 135 TcYC6_0129790-RA-p1 3.76740067 0.295116130 1
#> 136 TcYC6_0129800-RA-p1 -3.99172409 -1.644049102 3
#> 137 TcYC6_0129810-RA-p1 -4.13090927 -1.569707789 3
#> 138 TcYC6_0129820-RA-p1 -4.18214587 -1.382162024 3
#> 139 TcYC6_0129830-RA-p1 -4.13337681 -1.409197390 3
#> 140 TcYC6_0136040-RA-p1 -2.07087444 -0.512420809 4
#> 141 TcYC6_0136050-RA-p1 -2.05654681 -0.528683207 4
#> 142 TcYC6_0136060-RA-p1 -2.08589565 -0.539189227 4
#> 143 TcYC6_0136070-RA-p1 -2.06954157 -0.530010767 4
#> 144 TcYC6_0136080-RA-p1 -2.06954157 -0.530010767 4
#> 145 TcYC6_0138270-RA-p1 10.04238605 -1.318468462 5
#> 146 TcYC6_0138280-RA-p1 8.26621309 -1.461055438 5
#> 147 TcYC6_0138290-RA-p1 10.04238605 -1.318468462 5
#> 148 TcYC6_0138300-RA-p1 9.61859942 -1.287255061 5
#> 149 TcYC6_0130930-RA-p1 -2.73088003 -0.711311076 4
#> 150 TcYC6_0136320-RA-p1 -0.30112420 6.994196668 2
#> 151 TcYC6_0136330-RA-p1 -0.29432530 6.986552884 2
#> 152 TcYC6_0136340-RA-p1 -0.30588827 6.973089597 2
#> 153 TcYC6_0136350-RA-p1 -0.29432530 6.986552884 2
#> 154 TcYC6_0136360-RA-p1 -0.29393912 6.978167123 2
#> 155 TcYC6_0136370-RA-p1 -0.30328126 6.988266447 2
#> 156 TcYC6_0136380-RA-p1 -0.30112420 6.994196668 2
#> 157 TcYC6_0136390-RA-p1 -0.30112420 6.994196668 2
#> 158 TcYC6_0136400-RA-p1 -0.29308596 6.972573777 2
#> 159 TcYC6_0136410-RA-p1 -0.29343197 6.954898341 2
#> 160 TcYC6_0138600-RA-p1 9.88199098 -1.422126267 5
#> 161 TcYC6_0131480-RA-p1 -3.03060340 -0.965699930 4
#> 162 TcYC6_0131490-RA-p1 -2.35059603 -0.258105123 4
#> 163 TcYC6_0138960-RA-p1 9.61859942 -1.287255061 5
#> 164 TcYC6_0131500-RA-p1 -3.28679956 -1.034022673 4
#> 165 TcYC6_0131510-RA-p1 -3.29836326 -1.049175434 4
#> 166 TcYC6_0131520-RA-p1 -3.25915617 -1.023670627 4
#> 167 TcYC6_0131530-RA-p1 -3.26467238 -1.018682130 4
#> 168 TcYC6_0131540-RA-p1 -2.55010753 -0.834803969 4
#> 169 TcYC6_0107720-RA-p1 2.91501384 0.570231931 1
#> 170 TcYC6_0131230-RA-p1 -2.88766851 -0.987533216 4
#> 171 TcYC6_0131240-RA-p1 -3.25113353 -0.954229462 4
#> 172 TcYC6_0131250-RA-p1 3.04591336 0.203435665 1
#> 173 TcYC6_0131260-RA-p1 2.99644500 0.177087732 1
#> 174 TcYC6_0138810-RA-p1 9.97407587 -1.212664001 5
#> 175 TcYC6_0138820-RA-p1 9.95548290 -1.317151436 5
#> 176 TcYC6_0138830-RA-p1 8.77200024 -1.410340625 5
#> 177 TcYC6_0138840-RA-p1 10.31619572 -1.604156019 5
#> 178 TcYC6_0135960-RA-p1 -0.27865058 6.933802907 2
#> 179 TcYC6_0135970-RA-p1 -0.27818814 6.929493310 2
#> 180 TcYC6_0135980-RA-p1 -0.27562754 6.911222086 2
#> 181 TcYC6_0135990-RA-p1 -0.19616579 6.826155913 2
#> 182 TcYC6_0136000-RA-p1 -0.17825902 6.784332721 2
#> 183 TcYC6_0139060-RA-p1 9.78279424 -1.445227302 5
#> 184 TcYC6_0139070-RA-p1 9.73002563 -1.491156050 5
#> 185 TcYC6_0139080-RA-p1 9.73002563 -1.491156050 5
#> 186 TcYC6_0131140-RA-p1 -3.26437365 -1.011780948 4
#> 187 TcYC6_0131150-RA-p1 -3.16527970 -0.595950872 4
#> 188 TcYC6_0131160-RA-p1 -3.26239251 -0.958774683 4
#> 189 TcYC6_0131170-RA-p1 -3.97657996 -1.556674542 3
#> 190 TcYC6_0131180-RA-p1 -3.99698488 -1.524487194 3
#> 191 TcYC6_0136470-RA-p1 0.02081438 6.249624688 2
#> 192 TcYC6_0136480-RA-p1 -0.16543571 6.641274450 2
#> 193 TcYC6_0138700-RA-p1 9.83068002 -1.474711050 5
#> 194 TcYC6_0138710-RA-p1 9.27056034 -1.265330738 5
#> 195 TcYC6_0086470-RA-p1 3.37322339 0.492376073 1
#> 196 TcYC6_0130820-RA-p1 -4.23240738 -1.608743409 3
#> 197 TcYC6_0130830-RA-p1 -4.26806282 -1.573710511 3
#> 198 TcYC6_0130840-RA-p1 -4.07331314 -1.752225947 3
#> 199 TcYC6_0130850-RA-p1 -3.13704528 -0.943708937 4
#> 200 TcYC6_0130860-RA-p1 -2.59574531 -0.931546856 4
#> 201 TcYC6_0130870-RA-p1 -2.79244407 -0.940945880 4
#> 202 TcYC6_0130880-RA-p1 -4.23923630 -1.587997627 3
#> 203 TcYC6_0130890-RA-p1 -4.27900026 -1.537384932 3
#> 204 TcYC6_0130900-RA-p1 -1.75616890 0.064718432 4
#> 205 TcYC6_0130910-RA-p1 0.99512684 0.084835622 1
#> 206 TcYC6_0130920-RA-p1 -1.22992015 0.337179222 4
#> 207 TcYC6_0130460-RA-p1 -3.29717366 -1.073663061 4
#> 208 TcYC6_0130470-RA-p1 -2.76431329 -0.586051705 4
#> 209 TcYC6_0130480-RA-p1 -2.75618286 -0.581863662 4
#> 210 TcYC6_0130490-RA-p1 -2.75511570 -0.582354159 4
#> 211 TcYC6_0130500-RA-p1 -2.76404409 -0.884866713 4
#> 212 TcYC6_0130510-RA-p1 -2.76564877 -0.919794076 4
#> 213 TcYC6_0130520-RA-p1 -4.23403997 -1.470349255 3
#> 214 TcYC6_0130530-RA-p1 -3.96447720 -1.516662685 3
#> 215 TcYC6_0130540-RA-p1 -2.76484659 -0.596399312 4
#> 216 TcYC6_0136250-RA-p1 -0.29775741 6.974527860 2
#> 217 TcYC6_0136260-RA-p1 -0.02517578 6.492353606 2
#> 218 TcYC6_0138500-RA-p1 10.11222191 -1.450286656 5
#> 219 TcYC6_0138510-RA-p1 9.60705480 -1.286594247 5
#> 220 TcYC6_0138520-RA-p1 10.04553069 -1.473425217 5
#> 221 TcYC6_0138530-RA-p1 8.95160004 -1.301291572 5
#> 222 TcYC6_0138540-RA-p1 9.58732517 -1.578790703 5
#> 223 TcYC6_0138550-RA-p1 10.11222191 -1.450286656 5
#> 224 TcYC6_0137970-RA-p1 9.30252648 -1.610568341 5
#> 225 TcYC6_0137980-RA-p1 6.61475158 0.131023608 1
#> 226 TcYC6_0130090-RA-p1 -3.23957272 -1.016951337 4
#> 227 TcYC6_0130100-RA-p1 -2.64948468 -0.866121861 4
#> 228 TcYC6_0130110-RA-p1 -3.03403600 -0.971488207 4
#> 229 TcYC6_0136150-RA-p1 -0.29343197 6.954898341 2
#> 230 TcYC6_0138440-RA-p1 9.72527798 -1.363413042 5
#> 231 TcYC6_0131910-RA-p1 -3.02009457 -0.844265561 4
#> 232 TcYC6_0131920-RA-p1 -2.70810459 -0.598458344 4
#> 233 TcYC6_0131930-RA-p1 -2.98631471 -0.941367791 4
#> 234 TcYC6_0131940-RA-p1 -3.00462584 -0.948821970 4
#> 235 TcYC6_0131950-RA-p1 -3.13847684 -0.650170293 4
#> 236 TcYC6_0131960-RA-p1 -3.06862692 -0.897918321 4
#> 237 TcYC6_0131970-RA-p1 -3.04044648 -0.943072342 4
#> 238 TcYC6_0136660-RA-p1 -0.29432530 6.986552884 2
#> 239 TcYC6_0136670-RA-p1 -0.29432530 6.986552884 2
#> 240 TcYC6_0136680-RA-p1 -0.29019804 6.972747651 2
#> 241 TcYC6_0136690-RA-p1 -0.30280836 6.965835725 2
#> 242 TcYC6_0136700-RA-p1 -0.29343197 6.954898341 2
#> 243 TcYC6_0130730-RA-p1 -3.07810915 -0.604101359 4
#> 244 TcYC6_0136310-RA-p1 -0.18553735 6.733362641 2
#> 245 TcYC6_0025940-RA-p1 3.49729071 0.448713051 1
#> 246 TcYC6_0025960-RA-p1 3.50138089 0.459403330 1
#> 247 TcYC6_0128700-RA-p1 -3.71380881 -1.452175318 3
#> 248 TcYC6_0128710-RA-p1 -2.99671020 -0.877272256 4
#> 249 TcYC6_0128720-RA-p1 -3.01493526 -0.865406058 4
#> 250 TcYC6_0128730-RA-p1 -2.99671020 -0.877272256 4
#> 251 TcYC6_0128740-RA-p1 -2.58812569 -0.847253524 4
#> 252 TcYC6_0128750-RA-p1 -3.21030886 -0.701556587 4
#> 253 TcYC6_0128760-RA-p1 -3.20475492 -0.726539043 4
#> 254 TcYC6_0128770-RA-p1 -3.18831759 -0.701492716 4
#> 255 TcYC6_0128780-RA-p1 -3.18797005 -0.720259105 4
#> 256 TcYC6_0128790-RA-p1 -3.22214134 -0.713468533 4
#> 257 TcYC6_0128800-RA-p1 -3.21572117 -0.708409683 4
#> 258 TcYC6_0128810-RA-p1 -3.17878579 -0.713540767 4
#> 259 TcYC6_0128820-RA-p1 -2.83641119 -0.898953497 4
#> 260 TcYC6_0128830-RA-p1 -2.82760699 -0.906052968 4
#> 261 TcYC6_0128840-RA-p1 -2.83377212 -0.908452291 4
#> 262 TcYC6_0128850-RA-p1 -4.15887620 -1.391385226 3
#> 263 TcYC6_0128860-RA-p1 -2.84575497 -0.853851464 4
#> 264 TcYC6_0135880-RA-p1 -0.29774926 6.997399289 2
#> 265 TcYC6_0130240-RA-p1 -2.00780304 -0.606793675 4
#> 266 TcYC6_0130250-RA-p1 -4.20680893 -1.447151433 3
#> 267 TcYC6_0130260-RA-p1 -3.04684250 -0.928762123 4
#> 268 TcYC6_0130270-RA-p1 1.79369147 -0.434270377 1
#> 269 TcYC6_0130280-RA-p1 -2.21974902 -0.788332262 4
#> 270 TcYC6_0138470-RA-p1 10.45050935 -1.532547120 5
#> 271 TcYC6_0138480-RA-p1 6.56749534 -1.179810379 5
#> 272 TcYC6_0129540-RA-p1 -2.34801186 -0.824490551 4
#> 273 TcYC6_0129550-RA-p1 -4.21764225 -1.495049797 3
#> 274 TcYC6_0129560-RA-p1 -4.15154354 -1.445395267 3
#> 275 TcYC6_0129570-RA-p1 -4.14481594 -1.483869171 3
#> 276 TcYC6_0129580-RA-p1 -4.27165812 -1.517046398 3
#> 277 TcYC6_0129590-RA-p1 -4.27934915 -1.468920193 3
#> 278 TcYC6_0129600-RA-p1 -4.19352996 -1.450164719 3
#> 279 TcYC6_0129610-RA-p1 -4.18328354 -1.497048705 3
#> 280 TcYC6_0129620-RA-p1 0.02292839 5.965095695 2
#> 281 TcYC6_0136030-RA-p1 -4.16742369 -1.444354495 3
#> 282 TcYC6_0079290-RA-p1 3.07003303 0.575447060 1
#> 283 TcYC6_0079380-RA-p1 3.08375486 0.589494844 1
#> 284 TcYC6_0080760-RA-p1 -0.12674897 0.640833247 4
#> 285 TcYC6_0130650-RA-p1 -4.03405334 -1.522276043 3
#> 286 TcYC6_0130660-RA-p1 -4.08552824 -1.548520783 3
#> 287 TcYC6_0130670-RA-p1 -4.10641500 -1.275303803 3
#> 288 TcYC6_0130680-RA-p1 -3.97852670 -1.476024534 3
#> 289 TcYC6_0130690-RA-p1 -2.93290660 -0.731389251 4
#> 290 TcYC6_0136300-RA-p1 -3.08311586 -0.615183516 4
#> 291 TcYC6_0131190-RA-p1 -4.05269739 -1.493515932 3
#> 292 TcYC6_0131200-RA-p1 -3.89480262 -1.487483716 3
#> 293 TcYC6_0131210-RA-p1 -3.10139309 -0.610624254 4
#> 294 TcYC6_0131220-RA-p1 -2.70767574 -0.588326489 4
#> 295 TcYC6_0136510-RA-p1 -0.30112420 6.994196668 2
#> 296 TcYC6_0138750-RA-p1 9.70428970 -0.953064187 5
#> 297 TcYC6_0138760-RA-p1 9.60966351 -1.567309492 5
#> 298 TcYC6_0130160-RA-p1 -3.27590092 -1.043912157 4
#> 299 TcYC6_0130170-RA-p1 -2.06301757 -0.685787520 4
#> 300 TcYC6_0130180-RA-p1 -2.06987888 -0.689884386 4
#> 301 TcYC6_0130190-RA-p1 -3.18799515 -0.662474486 4
#> 302 TcYC6_0136190-RA-p1 -0.20452885 6.821342524 2
#> 303 TcYC6_0138460-RA-p1 9.65677064 -1.217744493 5
#> 304 TcYC6_0048160-RA-p1 3.84284655 0.556307116 1
#> 305 TcYC6_0129340-RA-p1 -3.18594118 -0.689704731 4
#> 306 TcYC6_0129350-RA-p1 -3.11792365 -0.681244226 4
#> 307 TcYC6_0129360-RA-p1 -3.11934797 -0.717082416 4
#> 308 TcYC6_0129370-RA-p1 -2.61479345 -0.931998651 4
#> 309 TcYC6_0129380-RA-p1 -2.61479345 -0.931998651 4
#> 310 TcYC6_0129390-RA-p1 -2.61295006 -0.925217065 4
#> 311 TcYC6_0129400-RA-p1 -2.90100186 -0.989225053 4
#> 312 TcYC6_0129410-RA-p1 -2.92109549 -0.958942563 4
#> 313 TcYC6_0129420-RA-p1 -2.93942840 -0.942609540 4
#> 314 TcYC6_0129430-RA-p1 -3.21711621 -0.720747145 4
#> 315 TcYC6_0129440-RA-p1 -3.22790155 -0.728975733 4
#> 316 TcYC6_0129450-RA-p1 -3.21157183 -0.722950013 4
#> 317 TcYC6_0129460-RA-p1 -3.15882132 -0.664041162 4
#> 318 TcYC6_0129470-RA-p1 -3.14299200 -0.708334767 4
#> 319 TcYC6_0129480-RA-p1 -3.17781217 -0.717834221 4
#> 320 TcYC6_0129490-RA-p1 3.31851455 0.254860035 1
#> 321 TcYC6_0129510-RA-p1 3.68295821 0.179410990 1
#> 322 TcYC6_0135950-RA-p1 -0.18905758 6.750520489 2
#> 323 TcYC6_0138230-RA-p1 9.43286975 -0.732041944 5
#> 324 TcYC6_0130770-RA-p1 -2.62509879 -0.355460475 4
#> 325 TcYC6_0130780-RA-p1 -2.64103821 -0.366673354 4
#> 326 TcYC6_0130790-RA-p1 -2.65344274 -0.381434744 4
#> 327 TcYC6_0130800-RA-p1 -2.65999364 -0.360580460 4
#> 328 TcYC6_0130810-RA-p1 -2.63722539 -0.363107042 4
#> 329 TcYC6_0138580-RA-p1 9.63095209 -1.173512284 5
#> 330 TcYC6_0138590-RA-p1 5.19518255 1.806609563 1
#> 331 TcYC6_0136490-RA-p1 -2.79201738 -0.564021885 4
#> 332 TcYC6_0136500-RA-p1 -0.29774926 6.997399289 2
#> 333 TcYC6_0138720-RA-p1 9.84473873 -1.399228184 5
#> 334 TcYC6_0138730-RA-p1 9.72069401 -1.479318102 5
#> 335 TcYC6_0138740-RA-p1 9.72069401 -1.479318102 5
#> 336 TcYC6_0131290-RA-p1 -2.57062223 -0.927662791 4
#> 337 TcYC6_0131300-RA-p1 -2.21860135 -0.793661552 4
#> 338 TcYC6_0131310-RA-p1 -4.12618687 -1.519342166 3
#> 339 TcYC6_0131320-RA-p1 -2.21370756 -0.808746684 4
#> 340 TcYC6_0131330-RA-p1 -2.28708589 -0.777794519 4
#> 341 TcYC6_0131340-RA-p1 -2.27035494 -0.809040068 4
#> 342 TcYC6_0131350-RA-p1 -2.21394669 -0.721511114 4
#> 343 TcYC6_0131360-RA-p1 -2.79023217 -0.538897823 4
#> 344 TcYC6_0131370-RA-p1 -2.75199154 -0.526674081 4
#> 345 TcYC6_0131390-RA-p1 3.65995417 0.183647263 1
#> 346 TcYC6_0136530-RA-p1 -0.29260524 6.982966685 2
#> 347 TcYC6_0136540-RA-p1 -0.21249439 6.883036630 2
#> 348 TcYC6_0136550-RA-p1 -0.12720313 6.624754608 2
#> 349 TcYC6_0138850-RA-p1 10.44870852 -1.579504383 5
#> 350 TcYC6_0138860-RA-p1 9.56258950 -1.491140416 5
#> 351 TcYC6_0138870-RA-p1 9.94953763 -1.401612175 5
#> 352 TcYC6_0138880-RA-p1 9.46519370 -1.400171251 5
#> 353 TcYC6_0138890-RA-p1 9.55209828 -1.449039703 5
#> 354 TcYC6_0138900-RA-p1 10.15970341 -1.390542743 5
#> 355 TcYC6_0138910-RA-p1 10.34011656 -1.457370263 5
#> 356 TcYC6_0138920-RA-p1 10.15504192 -1.332664871 5
#> 357 TcYC6_0138930-RA-p1 9.51603327 -1.454987276 5
#> 358 TcYC6_0138940-RA-p1 9.47139164 -1.338432371 5
#> 359 TcYC6_0138950-RA-p1 10.73908575 -1.139861322 5
#> 360 TcYC6_0129230-RA-p1 -3.88318509 -1.477500561 3
#> 361 TcYC6_0129240-RA-p1 -4.28397518 -1.544698713 3
#> 362 TcYC6_0129250-RA-p1 -4.22963745 -1.427660457 3
#> 363 TcYC6_0129260-RA-p1 -3.24584919 -1.149741897 4
#> 364 TcYC6_0129270-RA-p1 -3.09608153 -1.068887024 4
#> 365 TcYC6_0129280-RA-p1 -3.11153174 -1.092154562 4
#> 366 TcYC6_0129290-RA-p1 -3.14344227 -1.144178294 4
#> 367 TcYC6_0129300-RA-p1 7.21395360 0.105753608 5
#> 368 TcYC6_0135930-RA-p1 -4.19460975 -1.476065055 3
#> 369 TcYC6_0135940-RA-p1 -3.11177382 -1.106247759 4
#> 370 TcYC6_0138120-RA-p1 9.67148989 -1.386632380 5
#> 371 TcYC6_0138130-RA-p1 10.16665311 -1.297761928 5
#> 372 TcYC6_0138140-RA-p1 10.81599549 -1.235139368 5
#> 373 TcYC6_0138150-RA-p1 9.95486903 -1.288890254 5
#> 374 TcYC6_0138160-RA-p1 10.79714801 -1.219245938 5
#> 375 TcYC6_0138170-RA-p1 10.79714801 -1.219245938 5
#> 376 TcYC6_0138180-RA-p1 9.91621233 -1.264017479 5
#> 377 TcYC6_0138190-RA-p1 10.77342737 -1.158048702 5
#> 378 TcYC6_0138200-RA-p1 10.80008956 -1.153554853 5
#> 379 TcYC6_0138210-RA-p1 9.93547589 -1.216623362 5
#> 380 TcYC6_0128570-RA-p1 -4.05675702 -1.476980819 3
#> 381 TcYC6_0135850-RA-p1 -3.81475864 -1.352072666 3
#> 382 TcYC6_0137930-RA-p1 5.96318360 -0.807730689 1
#> 383 TcYC6_0137940-RA-p1 7.59302622 -0.050646361 5
#> 384 TcYC6_0137950-RA-p1 7.45233411 -0.057759892 5
#> 385 TcYC6_0131400-RA-p1 -3.10172152 -0.608262680 4
#> 386 TcYC6_0131410-RA-p1 -2.19699960 -0.683446010 4
#> 387 TcYC6_0131420-RA-p1 -2.02419767 -0.517525284 4
#> 388 TcYC6_0131430-RA-p1 -2.21050656 -0.742105138 4
#> 389 TcYC6_0131440-RA-p1 -2.80880476 -0.962074397 4
#> 390 TcYC6_0131450-RA-p1 -2.80880476 -0.962074397 4
#> 391 TcYC6_0131460-RA-p1 -1.63000726 -0.269848371 4
#> 392 TcYC6_0128920-RA-p1 -4.11571865 -1.464187146 3
#> 393 TcYC6_0128930-RA-p1 -2.73579537 -0.893744899 4
#> 394 TcYC6_0128940-RA-p1 -4.05859637 -1.489469401 3
#> 395 TcYC6_0128950-RA-p1 -4.05340630 -1.586615812 3
#> 396 TcYC6_0128960-RA-p1 -4.06789649 -1.591383664 3
#> 397 TcYC6_0128970-RA-p1 3.65175679 0.205151348 1
#> 398 TcYC6_0128980-RA-p1 -4.17303307 -1.624575306 3
#> 399 TcYC6_0128990-RA-p1 -2.52322463 -0.926173998 4
#> 400 TcYC6_0129000-RA-p1 -2.74297198 -0.468462629 4
#> 401 TcYC6_0129010-RA-p1 -4.22043179 -1.616865320 3
#> 402 TcYC6_0129020-RA-p1 -3.96738265 -1.273105838 3
#> 403 TcYC6_0129030-RA-p1 -4.05205485 -1.567299335 3
#> 404 TcYC6_0129040-RA-p1 -4.07369036 -1.522130330 3
#> 405 TcYC6_0129050-RA-p1 -4.15729614 -1.570306958 3
#> 406 TcYC6_0129060-RA-p1 -4.15729614 -1.570306958 3
#> 407 TcYC6_0129070-RA-p1 1.05304465 0.109893672 1
#> 408 TcYC6_0135900-RA-p1 -2.54898101 -1.290344498 4
#> 409 TcYC6_0135910-RA-p1 -0.01804264 6.402381781 2
#> 410 TcYC6_0138020-RA-p1 8.12016999 -1.082158221 5
#> 411 TcYC6_0138030-RA-p1 10.73908575 -1.139861322 5
#> 412 TcYC6_0138040-RA-p1 10.04636018 -1.418639743 5
#> 413 TcYC6_0138050-RA-p1 10.04636018 -1.418639743 5
#> 414 TcYC6_0138060-RA-p1 10.04636018 -1.418639743 5
#> 415 TcYC6_0138610-RA-p1 10.54792998 -1.341189683 5
#> 416 TcYC6_0138620-RA-p1 5.62310104 -1.087246135 1
#> 417 TcYC6_0060660-RA-p1 3.94270657 0.510775971 1
#> 418 TcYC6_0061820-RA-p1 3.95178470 0.557698193 1
#> 419 TcYC6_0129890-RA-p1 -2.91851592 -1.017263763 4
#> 420 TcYC6_0129900-RA-p1 -2.82682817 -0.570851185 4
#> 421 TcYC6_0129910-RA-p1 -3.28431298 -1.144499372 4
#> 422 TcYC6_0129920-RA-p1 -3.84713835 -1.440235053 3
#> 423 TcYC6_0129930-RA-p1 -2.58255678 -1.003308452 4
#> 424 TcYC6_0129940-RA-p1 -2.81204324 -0.550226370 4
#> 425 TcYC6_0129950-RA-p1 -2.86502833 -0.538827618 4
#> 426 TcYC6_0138330-RA-p1 9.88830664 -1.443770234 5
#> 427 TcYC6_0138340-RA-p1 9.57346416 -1.037770414 5
#> 428 TcYC6_0138350-RA-p1 9.71591437 -1.293118802 5
#> 429 TcYC6_0138360-RA-p1 9.66997961 -1.300539126 5
#> 430 TcYC6_0061980-RA-p1 3.26905923 0.643610817 1
#> 431 TcYC6_0129960-RA-p1 -4.24245059 -1.481769532 3
#> 432 TcYC6_0129970-RA-p1 -3.93132724 -1.589500280 3
#> 433 TcYC6_0129980-RA-p1 -3.96559917 -1.590252575 3
#> 434 TcYC6_0129990-RA-p1 -4.22233040 -1.470624801 3
#> 435 TcYC6_0130000-RA-p1 -4.22448409 -1.492185538 3
#> 436 TcYC6_0130010-RA-p1 -2.92216279 -1.028998992 4
#> 437 TcYC6_0130020-RA-p1 -4.26450782 -1.457223059 3
#> 438 TcYC6_0130030-RA-p1 -4.25966019 -1.463227927 3
#> 439 TcYC6_0130040-RA-p1 -4.30932273 -1.440813751 3
#> 440 TcYC6_0130050-RA-p1 -4.17744165 -1.525209632 3
#> 441 TcYC6_0130060-RA-p1 -4.23708572 -1.553608241 3
#> 442 TcYC6_0130070-RA-p1 -4.23285871 -1.402549941 3
#> 443 TcYC6_0130080-RA-p1 -4.34748143 -1.459912154 3
#> 444 TcYC6_0136100-RA-p1 -1.48539464 -0.145806676 4
#> 445 TcYC6_0136110-RA-p1 -1.50139811 -0.122268865 4
#> 446 TcYC6_0136120-RA-p1 -1.56928106 -0.036171821 4
#> 447 TcYC6_0136130-RA-p1 -1.55167289 0.025134765 4
#> 448 TcYC6_0136140-RA-p1 0.53578347 5.569189681 2
#> 449 TcYC6_0138370-RA-p1 10.19274853 -1.558953099 5
#> 450 TcYC6_0138380-RA-p1 9.94106988 -1.448088501 5
#> 451 TcYC6_0138390-RA-p1 9.83989893 -1.322162395 5
#> 452 TcYC6_0138400-RA-p1 9.75694573 -1.269911515 5
#> 453 TcYC6_0138410-RA-p1 9.80518278 -1.251020291 5
#> 454 TcYC6_0138420-RA-p1 7.23738093 0.146358056 5
#> 455 TcYC6_0138430-RA-p1 7.26798288 0.061890340 5
#> 456 TcYC6_0128640-RA-p1 -4.17350862 -1.467225878 3
#> 457 TcYC6_0135870-RA-p1 -0.06124065 6.550046868 2
#> 458 TcYC6_0138790-RA-p1 8.00770831 -0.282903761 5
#> 459 TcYC6_0138800-RA-p1 3.69234957 0.172800811 1
#> 460 TcYC6_0131880-RA-p1 -4.23661182 -1.463921633 3
#> 461 TcYC6_0131890-RA-p1 -4.24074857 -1.491816683 3
#> 462 TcYC6_0131900-RA-p1 -2.70178198 -0.743566839 4
#> 463 TcYC6_0139040-RA-p1 9.83127459 -1.331652618 5
#> 464 TcYC6_0130600-RA-p1 -2.86060511 -0.986892382 4
#> 465 TcYC6_0136280-RA-p1 -3.01192850 -0.648472548 4
#> 466 TcYC6_0136290-RA-p1 -0.29257355 6.982722605 2
#> 467 TcYC6_0128520-RA-p1 -2.62652996 -0.354849679 4
#> 468 TcYC6_0137910-RA-p1 7.11600858 0.220717825 5
#> 469 TcYC6_0128530-RA-p1 -2.58205447 -0.994364448 4
#> 470 TcYC6_0128540-RA-p1 -2.73186785 -0.594771355 4
#> 471 TcYC6_0128550-RA-p1 -3.13219207 -0.866203254 4
#> 472 TcYC6_0128560-RA-p1 -3.26675747 -1.063681507 4
#> 473 TcYC6_0137920-RA-p1 9.23043274 -1.391784649 5
#> 474 TcYC6_0135750-RA-p1 -0.29432530 6.986552884 2
#> 475 TcYC6_0135760-RA-p1 -0.29432530 6.986552884 2
#> 476 TcYC6_0135770-RA-p1 -0.30328126 6.988266447 2
#> 477 TcYC6_0135780-RA-p1 -0.30328126 6.988266447 2
#> 478 TcYC6_0135790-RA-p1 -0.29683556 6.948548427 2
#> 479 TcYC6_0135800-RA-p1 -0.30112420 6.994196668 2
#> 480 TcYC6_0135810-RA-p1 -0.29625052 6.984004160 2
#> 481 TcYC6_0135820-RA-p1 -0.27723753 6.919307911 2
#> 482 TcYC6_0135830-RA-p1 -0.29343197 6.954898341 2
#> 483 TcYC6_0135840-RA-p1 -0.20556078 6.841972912 2
#> 484 TcYC6_0128580-RA-p1 -3.96849138 -1.565676987 3
#> 485 TcYC6_0128590-RA-p1 -2.82260097 -0.639715244 4
#> 486 TcYC6_0128600-RA-p1 -2.57799014 -1.002367888 4
#> 487 TcYC6_0128630-RA-p1 -2.21237198 -0.796247425 4
#> 488 TcYC6_0135860-RA-p1 -0.29156693 6.939279742 2
#> 489 TcYC6_0128650-RA-p1 -4.21594742 -1.536655526 3
#> 490 TcYC6_0128660-RA-p1 -4.21909288 -1.445088508 3
#> 491 TcYC6_0128670-RA-p1 0.09300741 5.877591087 2
#> 492 TcYC6_0128680-RA-p1 -4.24219078 -1.422594421 3
#> 493 TcYC6_0137990-RA-p1 9.71590122 -1.321368113 5
#> 494 TcYC6_0035360-RA-p1 2.98265888 0.600515276 1
#> 495 TcYC6_0128690-RA-p1 -3.23821514 -1.091901986 4
#> 496 TcYC6_0138000-RA-p1 8.21501574 -0.606648195 5
#> 497 TcYC6_0128900-RA-p1 -4.20748490 -1.410136969 3
#> 498 TcYC6_0128910-RA-p1 -2.96174161 -1.058149031 4
#> 499 TcYC6_0135890-RA-p1 -1.42973079 -0.170848487 4
#> 500 TcYC6_0010720-RA-p1 2.98604046 0.633227587 1
#> 501 TcYC6_0138010-RA-p1 9.72155023 -1.519394027 5
#> 502 TcYC6_0002290-RA-p1 3.95759955 0.560377372 1
#> 503 TcYC6_0129080-RA-p1 -2.87781305 -0.994135839 4
#> 504 TcYC6_0129090-RA-p1 -2.85899987 -0.988609877 4
#> 505 TcYC6_0129100-RA-p1 -2.85620535 -1.024154727 4
#> 506 TcYC6_0129110-RA-p1 -2.83904121 -0.550227390 4
#> 507 TcYC6_0129120-RA-p1 -2.83904121 -0.550227390 4
#> 508 TcYC6_0129130-RA-p1 -2.81645933 -0.588662459 4
#> 509 TcYC6_0129140-RA-p1 -2.81571648 -0.571238317 4
#> 510 TcYC6_0129150-RA-p1 -2.82487089 -0.564620773 4
#> 511 TcYC6_0129160-RA-p1 -2.85849782 -0.538038329 4
#> 512 TcYC6_0129170-RA-p1 -2.86273188 -0.536128255 4
#> 513 TcYC6_0135920-RA-p1 -2.67069970 -0.504064676 4
#> 514 TcYC6_0138070-RA-p1 9.78017558 -1.370028212 5
#> 515 TcYC6_0138080-RA-p1 9.72347196 -1.279335717 5
#> 516 TcYC6_0138090-RA-p1 9.72347196 -1.279335717 5
#> 517 TcYC6_0138100-RA-p1 9.72751995 -1.314359038 5
#> 518 TcYC6_0138110-RA-p1 8.92954304 -0.486273133 5
#> 519 TcYC6_0129180-RA-p1 -3.25744169 -1.116728296 4
#> 520 TcYC6_0004460-RA-p1 3.95482308 0.547594828 1
#> 521 TcYC6_0129190-RA-p1 -2.73028827 -0.592863631 4
#> 522 TcYC6_0129200-RA-p1 -2.82644561 -0.909673526 4
#> 523 TcYC6_0129210-RA-p1 -4.01862038 -1.344346969 3
#> 524 TcYC6_0129220-RA-p1 -4.23828783 -1.442581501 3
#> 525 TcYC6_0001540-RA-p1 3.88716785 0.566038023 1
#> 526 TcYC6_0129310-RA-p1 -4.25783355 -1.461772196 3
#> 527 TcYC6_0129330-RA-p1 -3.25330133 -1.018549476 4
#> 528 TcYC6_0138220-RA-p1 9.24312916 -1.465614478 5
#> 529 TcYC6_0129530-RA-p1 -3.32870520 -1.003878419 4
#> 530 TcYC6_0136010-RA-p1 -0.30112420 6.994196668 2
#> 531 TcYC6_0136020-RA-p1 -0.28929650 6.971923205 2
#> 532 TcYC6_0129630-RA-p1 -2.88612544 -0.922575519 4
#> 533 TcYC6_0129640-RA-p1 -2.76530756 -0.568052961 4
#> 534 TcYC6_0129650-RA-p1 -4.26788609 -1.417831922 3
#> 535 TcYC6_0129660-RA-p1 7.21197424 0.037156896 5
#> 536 TcYC6_0129670-RA-p1 2.66397098 -0.794827905 1
#> 537 TcYC6_0129680-RA-p1 -4.16389435 -1.549090421 3
#> 538 TcYC6_0138240-RA-p1 9.42420713 -1.323972921 5
#> 539 TcYC6_0129690-RA-p1 -2.78480680 -0.867378395 4
#> 540 TcYC6_0129700-RA-p1 -3.13090903 -0.687016320 4
#> 541 TcYC6_0138250-RA-p1 10.04238605 -1.318468462 5
#> 542 TcYC6_0138260-RA-p1 8.18107210 -1.284314695 5
#> 543 TcYC6_0129840-RA-p1 -3.75411041 -1.413440219 3
#> 544 TcYC6_0129850-RA-p1 -4.14675175 -1.677595475 3
#> 545 TcYC6_0129860-RA-p1 -4.15180897 -1.695834057 3
#> 546 TcYC6_0129870-RA-p1 -4.08723325 -1.605151898 3
#> 547 TcYC6_0129880-RA-p1 -4.05784451 -1.604143594 3
#> 548 TcYC6_0138310-RA-p1 9.99456678 -1.509217407 5
#> 549 TcYC6_0138320-RA-p1 10.28353970 -1.614471191 5
#> 550 TcYC6_0136090-RA-p1 -0.30112420 6.994196668 2
#> 551 TcYC6_0130120-RA-p1 -4.20323699 -1.408080399 3
#> 552 TcYC6_0130130-RA-p1 6.99899151 0.128004418 5
#> 553 TcYC6_0138450-RA-p1 10.31478230 -1.505017761 5
#> 554 TcYC6_0130140-RA-p1 -2.96471670 -1.006340307 4
#> 555 TcYC6_0130150-RA-p1 -2.96471670 -1.006340307 4
#> 556 TcYC6_0136160-RA-p1 -0.30328126 6.988266447 2
#> 557 TcYC6_0136170-RA-p1 -0.27246894 6.825140842 2
#> 558 TcYC6_0136180-RA-p1 -0.29271725 6.987079041 2
#> 559 TcYC6_0130200-RA-p1 -3.12738557 -0.882554778 4
#> 560 TcYC6_0130220-RA-p1 -2.75087855 -0.583059837 4
#> 561 TcYC6_0136200-RA-p1 -2.85563735 -0.920212631 4
#> 562 TcYC6_0130230-RA-p1 -3.25610955 -1.022203693 4
#> 563 TcYC6_0136210-RA-p1 -0.28327835 6.862115888 2
#> 564 TcYC6_0003010-RA-p1 3.94379487 0.623296975 1
#> 565 TcYC6_0130300-RA-p1 -3.07810915 -0.604101359 4
#> 566 TcYC6_0130310-RA-p1 -3.09120553 -0.586575018 4
#> 567 TcYC6_0130320-RA-p1 -3.03968781 -0.543436038 4
#> 568 TcYC6_0136220-RA-p1 -1.55651146 -0.100765913 4
#> 569 TcYC6_0130330-RA-p1 0.44714520 4.774290290 2
#> 570 TcYC6_0130400-RA-p1 -2.87773456 -0.965846414 4
#> 571 TcYC6_0130410-RA-p1 -2.87556689 -0.964307843 4
#> 572 TcYC6_0136240-RA-p1 -2.62533763 -0.871911630 4
#> 573 TcYC6_0138490-RA-p1 6.25390836 -1.118796841 1
#> 574 TcYC6_0130420-RA-p1 -4.18844878 -1.509706363 3
#> 575 TcYC6_0130430-RA-p1 -4.09505379 -1.379152849 3
#> 576 TcYC6_0130440-RA-p1 -3.95223217 -1.643586285 3
#> 577 TcYC6_0130450-RA-p1 -4.25344825 -1.460592643 3
#> 578 TcYC6_0130550-RA-p1 -2.63596982 -0.951100037 4
#> 579 TcYC6_0130560-RA-p1 -2.79666339 -0.583681031 4
#> 580 TcYC6_0138560-RA-p1 9.63023321 -1.456061153 5
#> 581 TcYC6_0130570-RA-p1 -3.13988836 -0.902425792 4
#> 582 TcYC6_0130580-RA-p1 -2.75648161 -0.587088635 4
#> 583 TcYC6_0130590-RA-p1 -2.74365472 -0.588115871 4
#> 584 TcYC6_0130610-RA-p1 -0.25947649 6.702721440 2
#> 585 TcYC6_0130620-RA-p1 -2.91766464 -1.045126754 4
#> 586 TcYC6_0130630-RA-p1 -3.24135296 -0.915627768 4
#> 587 TcYC6_0138570-RA-p1 9.57347090 -1.338774777 5
#> 588 TcYC6_0130700-RA-p1 -4.03537316 -1.303150420 3
#> 589 TcYC6_0130710-RA-p1 -4.22286193 -1.440931553 3
#> 590 TcYC6_0130720-RA-p1 -4.17157801 -1.348738859 3
#> 591 TcYC6_0130740-RA-p1 -4.15183743 -1.575975602 3
#> 592 TcYC6_0130750-RA-p1 -4.21812717 -1.631666071 3
#> 593 TcYC6_0130760-RA-p1 -4.14391027 -1.520730128 3
#> 594 TcYC6_0029600-RA-p1 2.98817428 0.621600089 1
#> 595 TcYC6_0138770-RA-p1 2.62331952 -0.568438354 1
#> 596 TcYC6_0138780-RA-p1 2.61405030 -0.545792670 1
#> 597 TcYC6_0131270-RA-p1 -3.01419180 -0.900665466 4
#> 598 TcYC6_0136520-RA-p1 -3.99253782 -1.351101323 3
#> 599 TcYC6_0136560-RA-p1 -0.30337254 6.977472811 2
#> 600 TcYC6_0136570-RA-p1 -0.29343197 6.954898341 2
#> 601 TcYC6_0131470-RA-p1 -0.25187100 6.662473793 2
#> 602 TcYC6_0136580-RA-p1 -0.29774926 6.997399289 2
#> 603 TcYC6_0136590-RA-p1 -0.29393912 6.978167123 2
#> 604 TcYC6_0136600-RA-p1 -0.29774926 6.997399289 2
#> 605 TcYC6_0136610-RA-p1 -0.30328126 6.988266447 2
#> 606 TcYC6_0136620-RA-p1 -0.29755832 6.968994671 2
#> 607 TcYC6_0131550-RA-p1 -4.34130411 -1.648127073 3
#> 608 TcYC6_0131820-RA-p1 -4.09736530 -1.383593867 3
#> 609 TcYC6_0021220-RA-p1 3.95759955 0.560377372 1
#> 610 TcYC6_0139010-RA-p1 9.90272009 -1.408907993 5
#> 611 TcYC6_0131860-RA-p1 -4.20578861 -1.415046118 3
#> 612 TcYC6_0131870-RA-p1 -4.03533629 -1.583509351 3
#> 613 TcYC6_0139050-RA-p1 9.72347196 -1.279335717 5
#> 614 TcYC6_0136710-RA-p1 -0.29774926 6.997399289 2
#> 615 TcYC6_0136720-RA-p1 -0.30181680 6.948855829 2
#> 616 TcYC6_0136730-RA-p1 -0.29271459 6.947222593 2