taxa covariate covariate covariate covariate covariate Taxa PC1 PC2 PC3 PC4 PC5 PgSL1 15.05531 1.8498704 -1.8083017 -2.904809 0.3891943 PgSL2 15.353893 -1.147856 0.8210872 1.5257952 1.6916913 PgSL3 15.0324545 -2.5050359 2.2032743 3.3156652 1.6709222 PgSL4 14.818583 1.8366727 -3.6584806 -2.9597597 2.1760926 PgSL5 15.490737 0.20431514 0.1238404 -1.4328209 0.33661085 PgSL6 16.221752 0.51657134 -0.7388324 -1.4694273 3.4756758 PgSL7 16.29925 -1.0224264 -1.1754556 -0.67619437 0.5019202 PgSL9 14.792943 1.7751173 -1.2597651 -2.0023735 -1.586229 PgSL10 15.452494 0.4584426 0.044879045 -1.9823737 -0.67236334 PgSL14 16.31093 1.06128 -0.9103293 -1.9958761 -0.560304 PgSL15 14.488014 1.9768205 -1.4575305 -1.8516562 0.052939344 PgSL16 15.217475 1.5565851 0.26345012 -1.6035957 1.6382749 PgSL17 16.17314 -0.0559685 -1.5819497 -0.0897865 3.834993 PgSL19 14.794321 1.0830083 -1.1336129 -2.154293 2.0309422 PgSL20 11.913263 -5.918385 5.395257 6.537517 -1.7992169 PgSL21 11.963315 -7.6724944 4.308328 8.869552 -3.5826516 PgSL22 12.559021 -4.05163 8.994423 9.977911 -19.415504 PgSL24 15.33448 -0.85353494 -2.1189928 0.73712313 0.1632386 PgSL25 15.833494 0.61180806 -2.4107165 -2.6962187 3.1222923 PgSL26 13.312662 1.5455002 -0.46915472 -0.42363417 1.6394699 PgSL27 15.09564 -0.6815283 0.9868734 0.7523554 2.3882687 PgSL28 4.304132 1.1086739 -1.0651929 1.9312559 0.056911696 PgSL29 14.66317 0.6666105 -1.4287394 -1.2516762 2.6177323 PgSL30 14.52536 1.7074566 -0.5781903 -1.5865713 -2.6821706 PgSL32 -5.5030556 0.5064546 1.6663594 -1.319449 0.35274935 PgSL33 -6.8501596 0.6359637 2.1166637 -1.2215338 -1.0365313 PgSL34 -6.040767 -2.47481 1.6711085 -1.3206843 -0.25137416 PgSL35 -7.103168 -5.805017 1.7528731 4.27883 0.21718863 PgSL36 -6.9397087 -0.1762066 0.72719204 2.2856898 0.8487462 PgSL37 -6.639249 0.7058199 0.1422114 -0.09038682 0.20321809 PgSL38 -5.8764906 -4.659603 2.5879793 4.8063216 3.2256641 PgSL39 -7.255115 -24.200953 -10.249749 -18.610067 -8.074786 PgSL40 -6.3158426 3.3192942 4.4173536 -4.3799815 -1.9076822 PgSL41 -6.042645 -3.2831187 4.0222497 0.5903423 3.0827484 PgSL42 -6.346117 -0.25210306 0.106444456 0.6857255 -2.551176 PgSL43 -8.157063 -7.2372003 3.0347068 5.4122753 6.024059 PgSL44 -7.4887886 -7.085456 -2.490063 4.510616 6.5678496 PgSL45 -7.3356566 -5.965722 3.8661985 4.6191177 9.219698 PgSL46 -5.9348984 -1.6474129 1.0224363 -4.057574 -1.7971506 PgSL47 -5.0008807 0.081885256 2.8108172 -1.2027818 2.3055148 PgSL49 -7.6586084 0.7844911 0.8932195 1.9936844 -1.8230598 PgSL50 -6.596855 3.468704 3.9873161 0.03133987 -2.241193 PgSL51 -7.361893 0.69275844 3.1996548 -1.5889338 0.6792277 PgSL52 -4.1418242 3.8071334 -2.7826269 -1.448034 4.54082 PgSL53 -6.978383 -1.1003503 1.9005005 -1.0764549 1.041251 PgSL56 -6.983141 -0.23823972 5.9516554 -1.1358101 -1.2765231 PgSL57 -7.195202 1.4969269 3.1628847 -2.976953 -0.75193095 PgSL58 -6.589199 0.6943287 3.9060178 -0.83479875 -2.0840423 PgSL59 -7.6541715 -3.4461148 1.037864 3.8621368 2.2201822 PgSL60 -5.7195916 -0.46793595 3.7068086 -0.6035339 -1.8993384 PgSL61 -5.8333464 2.86092 1.3706701 -4.1891074 1.5697898 PgSL62 -6.102659 1.8232932 3.315351 -1.8343886 -0.93231815 PgSL63 -5.5004096 -1.921543 1.6328505 -2.1446059 -0.4560182 PgSL64 -8.389862 -2.1398795 0.44748387 2.0181658 -1.613584 PgSL65 -5.8930564 -1.6766931 4.070551 -0.9454647 4.555879 PgSL66 -6.4270873 0.85346335 4.8541274 -2.6511836 -1.2668352 PgSL67 -5.110725 5.628185 -3.159406 -2.1159365 -2.3030066 PgSL68 -5.9485297 -0.78066814 -0.759056 -2.5482485 -0.67573655 PgSL69 -6.611395 -1.3489188 0.3844776 2.4790137 4.123694 PgSL71 -5.74845 2.4983468 -3.8089538 -0.7351505 -3.3300383 PgSL72 -5.6981673 3.4620843 5.0436077 -6.210881 -3.3486996 PgSL73 -5.9139414 2.2664678 -1.7922013 -1.477766 -1.8313702 PgSL74 -6.062761 3.2572782 -1.8229576 0.55099016 3.1014786 PgSL75 -5.4789286 4.0682764 -0.03535967 1.6587901 -3.26202 PgSL76 -5.359904 1.3409773 -0.32100675 1.2607627 1.3201654 PgSL77 -6.3427033 2.4350128 0.19603883 1.2973495 -1.6374445 PgSL78 -5.8323755 4.179239 -1.368614 0.3928822 2.3300366 PgSL79 -5.8360324 10.631907 -3.4503243 -3.8979435 -9.101887 PgSL80 -5.7527623 1.8400179 2.2171452 -0.13382989 -2.0113504 PgSL81 -7.0631933 3.4192626 -3.3440661 1.9706736 -1.2515883 PgSL82 -5.9412694 4.003411 -4.8701806 0.33580062 1.7854033 PgSL84 -7.4202814 0.3084081 -9.430991 0.6849855 1.6186128 PgSL85 -6.0710077 1.2349789 -3.6664367 -1.6605028 4.368754 PgSL86 -5.8849287 2.6984997 -1.4094609 2.4104314 0.8034151 PgSL87 -6.114184 3.2608416 0.75846004 1.0840429 -1.516834 PgSL88 -7.0218716 -1.588729 -22.203556 15.2730465 -6.460137 PgSL89 -6.0726666 5.0570984 -2.6194165 0.95890224 -2.892693 PgSL91 -7.8648605 0.12507074 -3.743021 0.39396167 5.9914727