| Dataset | GMP.GMP.mono_Pheno.cls #Group3_versus_Group4.GMP.mono_Pheno.cls #Group3_versus_Group4_repos |
| Phenotype | GMP.mono_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_SPERMATOGENESIS |
| Enrichment Score (ES) | -0.17056993 |
| Normalized Enrichment Score (NES) | -0.8376017 |
| Nominal p-value | 0.83967936 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Gstm5 | 298 | 0.704 | 0.0226 | Yes |
| 2 | She | 493 | 0.632 | 0.0460 | Yes |
| 3 | Ccnb2 | 1066 | 0.496 | 0.0465 | Yes |
| 4 | Dmrt1 | 1087 | 0.491 | 0.0703 | Yes |
| 5 | Camk4 | 1252 | 0.473 | 0.0870 | Yes |
| 6 | Ldhc | 1530 | 0.443 | 0.0974 | Yes |
| 7 | Cdkn3 | 2182 | 0.380 | 0.0887 | Yes |
| 8 | Dmc1 | 2632 | 0.349 | 0.0871 | Yes |
| 9 | Nphp1 | 2888 | 0.326 | 0.0926 | Yes |
| 10 | Rad17 | 3370 | 0.294 | 0.0869 | Yes |
| 11 | Septin4 | 3570 | 0.290 | 0.0930 | Yes |
| 12 | Sycp1 | 3577 | 0.289 | 0.1072 | Yes |
| 13 | Kif2c | 4016 | 0.270 | 0.1021 | Yes |
| 14 | Aurka | 4411 | 0.251 | 0.0979 | Yes |
| 15 | Acrbp | 4447 | 0.249 | 0.1090 | Yes |
| 16 | Phkg2 | 4522 | 0.245 | 0.1181 | Yes |
| 17 | Ip6k1 | 4548 | 0.244 | 0.1292 | Yes |
| 18 | Ift88 | 4649 | 0.241 | 0.1370 | Yes |
| 19 | Jam3 | 4652 | 0.241 | 0.1490 | Yes |
| 20 | Dcc | 5127 | 0.218 | 0.1398 | Yes |
| 21 | Adam2 | 5343 | 0.208 | 0.1410 | Yes |
| 22 | Tulp2 | 5485 | 0.203 | 0.1452 | Yes |
| 23 | Arl4a | 5609 | 0.196 | 0.1498 | Yes |
| 24 | Tktl1 | 5686 | 0.193 | 0.1562 | Yes |
| 25 | Bub1 | 5806 | 0.188 | 0.1606 | Yes |
| 26 | H1f6 | 6271 | 0.171 | 0.1494 | No |
| 27 | Cct6b | 6611 | 0.163 | 0.1432 | No |
| 28 | Pcsk4 | 6744 | 0.158 | 0.1455 | No |
| 29 | Clgn | 6980 | 0.149 | 0.1430 | No |
| 30 | Rfc4 | 7179 | 0.141 | 0.1416 | No |
| 31 | Ttk | 7722 | 0.123 | 0.1248 | No |
| 32 | Spata6 | 7836 | 0.120 | 0.1260 | No |
| 33 | Prkar2a | 7845 | 0.119 | 0.1316 | No |
| 34 | Cftr | 8001 | 0.114 | 0.1307 | No |
| 35 | Nek2 | 8436 | 0.103 | 0.1174 | No |
| 36 | Pias2 | 8600 | 0.098 | 0.1154 | No |
| 37 | Parp2 | 8941 | 0.087 | 0.1053 | No |
| 38 | Slc12a2 | 9056 | 0.084 | 0.1046 | No |
| 39 | Adad1 | 9373 | 0.076 | 0.0950 | No |
| 40 | Pomc | 9401 | 0.075 | 0.0976 | No |
| 41 | Nf2 | 9853 | 0.063 | 0.0816 | No |
| 42 | Pacrg | 9960 | 0.060 | 0.0801 | No |
| 43 | Hspa2 | 10070 | 0.058 | 0.0784 | No |
| 44 | Mast2 | 10226 | 0.053 | 0.0745 | No |
| 45 | Dbf4 | 10459 | 0.047 | 0.0669 | No |
| 46 | Grm8 | 10614 | 0.044 | 0.0626 | No |
| 47 | Chfr | 10662 | 0.042 | 0.0627 | No |
| 48 | Stam2 | 10753 | 0.040 | 0.0609 | No |
| 49 | Gad1 | 10815 | 0.038 | 0.0602 | No |
| 50 | Zpbp | 10850 | 0.038 | 0.0606 | No |
| 51 | Topbp1 | 11017 | 0.033 | 0.0552 | No |
| 52 | Alox15 | 11245 | 0.027 | 0.0469 | No |
| 53 | Map7 | 11648 | 0.017 | 0.0307 | No |
| 54 | Mllt10 | 11904 | 0.010 | 0.0203 | No |
| 55 | Scg5 | 12048 | 0.007 | 0.0146 | No |
| 56 | Pgs1 | 12194 | 0.003 | 0.0086 | No |
| 57 | Mep1b | 12339 | 0.000 | 0.0025 | No |
| 58 | Mtor | 12811 | -0.004 | -0.0174 | No |
| 59 | Cdk1 | 12857 | -0.005 | -0.0190 | No |
| 60 | Strbp | 12890 | -0.006 | -0.0201 | No |
| 61 | Tnni3 | 12948 | -0.008 | -0.0221 | No |
| 62 | Hspa4l | 12975 | -0.008 | -0.0228 | No |
| 63 | Braf | 13446 | -0.020 | -0.0418 | No |
| 64 | Sirt1 | 14267 | -0.040 | -0.0747 | No |
| 65 | Coil | 14436 | -0.044 | -0.0796 | No |
| 66 | Ybx2 | 14674 | -0.051 | -0.0871 | No |
| 67 | Clpb | 14713 | -0.052 | -0.0861 | No |
| 68 | Phf7 | 14799 | -0.054 | -0.0870 | No |
| 69 | Agfg1 | 14848 | -0.056 | -0.0863 | No |
| 70 | Gmcl1 | 14970 | -0.059 | -0.0885 | No |
| 71 | Ncaph | 15100 | -0.063 | -0.0908 | No |
| 72 | Vdac3 | 15427 | -0.070 | -0.1011 | No |
| 73 | Ide | 15836 | -0.081 | -0.1144 | No |
| 74 | Rpl39l | 15893 | -0.083 | -0.1127 | No |
| 75 | Ace | 16262 | -0.093 | -0.1236 | No |
| 76 | Actl7b | 16273 | -0.093 | -0.1194 | No |
| 77 | Nos1 | 16422 | -0.097 | -0.1208 | No |
| 78 | Zc3h14 | 16427 | -0.097 | -0.1161 | No |
| 79 | Clvs1 | 17084 | -0.118 | -0.1381 | No |
| 80 | Csnk2a2 | 17158 | -0.120 | -0.1352 | No |
| 81 | Lpin1 | 17443 | -0.130 | -0.1408 | No |
| 82 | Scg3 | 17807 | -0.141 | -0.1492 | No |
| 83 | Tle4 | 17978 | -0.147 | -0.1490 | No |
| 84 | Taldo1 | 18145 | -0.153 | -0.1484 | No |
| 85 | Pebp1 | 18202 | -0.155 | -0.1430 | No |
| 86 | Il12rb2 | 18277 | -0.158 | -0.1383 | No |
| 87 | Ezh2 | 18440 | -0.165 | -0.1369 | No |
| 88 | Crisp2 | 18872 | -0.184 | -0.1460 | No |
| 89 | Mlf1 | 19119 | -0.194 | -0.1468 | No |
| 90 | Nefh | 19264 | -0.200 | -0.1429 | No |
| 91 | Gpr182 | 19326 | -0.203 | -0.1353 | No |
| 92 | Tsn | 20098 | -0.234 | -0.1564 | No |
| 93 | Cnih2 | 20433 | -0.255 | -0.1578 | No |
| 94 | Snap91 | 20451 | -0.256 | -0.1457 | No |
| 95 | Slc2a5 | 20494 | -0.257 | -0.1346 | No |
| 96 | Psmg1 | 20659 | -0.264 | -0.1284 | No |
| 97 | Gsg1 | 21427 | -0.313 | -0.1453 | No |
| 98 | Tekt2 | 21774 | -0.334 | -0.1433 | No |
| 99 | Art3 | 21835 | -0.340 | -0.1288 | No |
| 100 | Gfi1 | 22133 | -0.369 | -0.1230 | No |
| 101 | Tcp11 | 22315 | -0.388 | -0.1113 | No |
| 102 | Ddx25 | 22370 | -0.395 | -0.0938 | No |
| 103 | Hspa1l | 22416 | -0.400 | -0.0757 | No |
| 104 | Oaz3 | 22663 | -0.431 | -0.0645 | No |
| 105 | Zc2hc1c | 22752 | -0.448 | -0.0458 | No |
| 106 | Ddx4 | 23063 | -0.500 | -0.0339 | No |
| 107 | Dnajb8 | 23136 | -0.518 | -0.0111 | No |
| 108 | Gapdhs | 23430 | -0.634 | 0.0082 | No |

