Selecting differentially expressed genes based on P-value and log fold change (logFC). id logFC AveExpr t P.Value adj.P.Val B SPP1 -1.299004108 7.054403114 -2.485053563 0.013865844 0.241239259 -2.974548284 CDC20 -0.930805573 4.286385403 -3.96632407 0.000105232 0.16468993 0.984452637 UBE2C -0.927757333 4.576288074 -3.921285741 0.000125091 0.16468993 0.841211164 PTTG1 -0.859010205 4.246414822 -4.153058811 5.06E-05 0.16468993 1.592519635 BIRC5 -0.840396487 3.896245099 -3.939911564 0.000116481 0.16468993 0.900286596 PYCR1 -0.816293495 3.487166884 -2.769167484 0.006208677 0.20083316 -2.341229586 MYBL2 -0.798067786 3.940471632 -3.0045522 0.003038892 0.184642102 -1.769559626 CCNB1 -0.780203992 4.385164448 -3.943470239 0.000114901 0.16468993 0.911599781 KIF20A -0.77740997 2.922529942 -4.220310126 3.86E-05 0.16468993 1.817018331 TOP2A -0.77529976 3.951369847 -3.358106859 0.000957701 0.183141163 -0.833394351 CCNA2 -0.729169772 3.388322552 -3.726294009 0.000259947 0.16468993 0.236702644 TPX2 -0.72499942 4.332973002 -3.544891846 0.000500556 0.180506019 -0.302382866 MAGEA6 -0.723083788 1.908730916 -2.196207201 0.029354985 0.292045215 -3.55314627 CENPA -0.693155161 2.402010585 -4.083370223 6.67E-05 0.16468993 1.362943139 E2F1 -0.687601556 4.214294271 -3.206453475 0.001590349 0.183141163 -1.246157717 CDCA8 -0.67891722 3.25987127 -3.665217088 0.000325002 0.16468993 0.05265903 KIF2C -0.676620164 2.924666072 -3.490343944 0.000606637 0.181196808 -0.460008255 STMN1 -0.674181971 4.924525549 -3.816237694 0.000186149 0.16468993 0.512361532 PBK -0.673885671 2.926680083 -3.582684074 0.00043757 0.173893982 -0.19195372 ZWINT -0.671101141 4.169336747 -3.603685009 0.000405874 0.168161455 -0.130158625 SLC38A1 -0.659219787 2.970788432 -2.982145062 0.003258903 0.189146241 -1.825780482 PAGE1 -0.65885956 1.382068332 -2.203592461 0.028821741 0.291222726 -3.539186415 NUF2 -0.653596676 2.550274529 -3.64146741 0.000354225 0.16468993 -0.018213665 CENPM -0.652835981 3.261463358 -3.333211837 0.001042112 0.183141163 -0.902292151 TROAP -0.639251379 2.712603983 -3.534502687 0.00051931 0.180866632 -0.332565104 USH1C -0.63760234 1.863326185 -2.392589825 0.017758963 0.257112184 -3.16700969 KIFC1 -0.630676842 3.552472874 -3.089762303 0.002321208 0.183923422 -1.552341488 HJURP -0.628722137 2.691682535 -3.591227905 0.000424404 0.1721754 -0.166850568 FOXM1 -0.62612541 3.215574352 -3.043472473 0.002688938 0.18403901 -1.671014346 PLK1 -0.623017928 2.822342063 -3.362735907 0.000942727 0.183141163 -0.820534268 NDC80 -0.615722235 2.746420831 -3.724559769 0.000261611 0.16468993 0.231441605 HMMR -0.614339653 2.785862659 -3.642009727 0.000353531 0.16468993 -0.016599649 ETV4 -0.607470901 3.2103146 -2.161936073 0.031942964 0.295640911 -3.617348771 CCNB2 -0.604627791 3.27117574 -3.202471949 0.001611281 0.183141163 -1.256769466 PCSK1N -0.603360139 1.679943558 -2.220791286 0.02761241 0.289080477 -3.50650577 PLPP2 -0.602182399 2.45809098 -2.166973326 0.031550626 0.295468446 -3.6079718 DLGAP5 -0.601864484 2.424514763 -3.605747614 0.000402881 0.168161455 -0.124072892 PAGE2 -0.600254805 1.279148707 -2.003589898 0.046613646 0.32947642 -3.901577601 MAGEA12 -0.597652386 1.499439628 -2.064061853 0.040446195 0.318546108 -3.795448378 MCM2 -0.596664472 4.097231442 -3.043087176 0.002692213 0.18403901 -1.671995445 RRM2 -0.594464835 3.916636309 -3.114683787 0.00214303 0.183504951 -1.487792747 CDKN3 -0.591055538 3.575313932 -3.021265802 0.002883772 0.18403901 -1.727379648 CDC6 -0.587517019 2.887150383 -3.308149165 0.001134064 0.183141163 -0.971203644 CDK1 -0.586515439 3.322297722 -3.009889683 0.00298854 0.18403901 -1.756112152