| Dataset | MPP.MPP_Pheno.cls#Group3_versus_Group4.MPP_Pheno.cls#Group3_versus_Group4_repos |
| Phenotype | MPP_Pheno.cls#Group3_versus_Group4_repos |
| Upregulated in class | 2 |
| GeneSet | HALLMARK_SPERMATOGENESIS |
| Enrichment Score (ES) | 0.21470316 |
| Normalized Enrichment Score (NES) | 0.8842098 |
| Nominal p-value | 0.64389235 |
| FDR q-value | 1.0 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Kif2c | 41 | 0.999 | 0.0517 | Yes |
| 2 | Cftr | 334 | 0.671 | 0.0728 | Yes |
| 3 | Clvs1 | 384 | 0.648 | 0.1052 | Yes |
| 4 | Scg3 | 1074 | 0.472 | 0.0952 | Yes |
| 5 | Prkar2a | 1086 | 0.471 | 0.1200 | Yes |
| 6 | Sirt1 | 1114 | 0.466 | 0.1437 | Yes |
| 7 | Ccnb2 | 1144 | 0.462 | 0.1671 | Yes |
| 8 | Cdkn3 | 1268 | 0.442 | 0.1846 | Yes |
| 9 | Cdk1 | 1624 | 0.401 | 0.1879 | Yes |
| 10 | Ddx4 | 1831 | 0.379 | 0.1978 | Yes |
| 11 | Nphp1 | 1894 | 0.374 | 0.2147 | Yes |
| 12 | Cnih2 | 2504 | 0.324 | 0.2008 | No |
| 13 | Bub1 | 3408 | 0.262 | 0.1684 | No |
| 14 | Dbf4 | 3585 | 0.253 | 0.1730 | No |
| 15 | Ncaph | 3823 | 0.239 | 0.1737 | No |
| 16 | Gmcl1 | 3996 | 0.229 | 0.1772 | No |
| 17 | Camk4 | 4154 | 0.221 | 0.1810 | No |
| 18 | Adam2 | 4339 | 0.213 | 0.1830 | No |
| 19 | Parp2 | 4769 | 0.189 | 0.1711 | No |
| 20 | Zc2hc1c | 5018 | 0.177 | 0.1679 | No |
| 21 | Hspa4l | 5130 | 0.171 | 0.1714 | No |
| 22 | Mlf1 | 5236 | 0.165 | 0.1749 | No |
| 23 | Arl4a | 5476 | 0.155 | 0.1709 | No |
| 24 | Mllt10 | 5485 | 0.155 | 0.1789 | No |
| 25 | Ttk | 5539 | 0.153 | 0.1844 | No |
| 26 | Rfc4 | 5601 | 0.150 | 0.1894 | No |
| 27 | Topbp1 | 5721 | 0.148 | 0.1912 | No |
| 28 | Septin4 | 5789 | 0.144 | 0.1955 | No |
| 29 | Map7 | 6186 | 0.126 | 0.1819 | No |
| 30 | Taldo1 | 6678 | 0.106 | 0.1624 | No |
| 31 | Nf2 | 6950 | 0.096 | 0.1536 | No |
| 32 | Tcp11 | 7653 | 0.071 | 0.1213 | No |
| 33 | Tle4 | 7981 | 0.059 | 0.1076 | No |
| 34 | Oaz3 | 8052 | 0.057 | 0.1071 | No |
| 35 | Vdac3 | 8374 | 0.045 | 0.0929 | No |
| 36 | Pomc | 8616 | 0.036 | 0.0824 | No |
| 37 | Mast2 | 8726 | 0.032 | 0.0785 | No |
| 38 | Nek2 | 8864 | 0.027 | 0.0729 | No |
| 39 | Pias2 | 8902 | 0.025 | 0.0724 | No |
| 40 | Ide | 9264 | 0.013 | 0.0545 | No |
| 41 | Strbp | 9369 | 0.009 | 0.0496 | No |
| 42 | Nos1 | 9417 | 0.008 | 0.0476 | No |
| 43 | Grm8 | 9605 | 0.002 | 0.0381 | No |
| 44 | Ift88 | 9627 | 0.002 | 0.0371 | No |
| 45 | Tekt2 | 9700 | 0.000 | 0.0334 | No |
| 46 | Ezh2 | 9769 | -0.000 | 0.0299 | No |
| 47 | Stam2 | 9837 | -0.002 | 0.0266 | No |
| 48 | Aurka | 10413 | -0.022 | -0.0018 | No |
| 49 | Pacrg | 10838 | -0.038 | -0.0216 | No |
| 50 | Braf | 10905 | -0.041 | -0.0228 | No |
| 51 | Gsg1 | 10908 | -0.041 | -0.0207 | No |
| 52 | Zpbp | 11036 | -0.045 | -0.0248 | No |
| 53 | Zc3h14 | 11573 | -0.064 | -0.0490 | No |
| 54 | Tnni3 | 11736 | -0.067 | -0.0537 | No |
| 55 | Rad17 | 11891 | -0.072 | -0.0577 | No |
| 56 | Dmc1 | 11963 | -0.075 | -0.0574 | No |
| 57 | Csnk2a2 | 12068 | -0.079 | -0.0585 | No |
| 58 | Il12rb2 | 12252 | -0.085 | -0.0633 | No |
| 59 | Pgs1 | 12349 | -0.088 | -0.0635 | No |
| 60 | Art3 | 12485 | -0.093 | -0.0655 | No |
| 61 | Agfg1 | 12486 | -0.093 | -0.0605 | No |
| 62 | Dcc | 12657 | -0.098 | -0.0639 | No |
| 63 | Phkg2 | 12849 | -0.105 | -0.0681 | No |
| 64 | Tsn | 12904 | -0.107 | -0.0651 | No |
| 65 | Pcsk4 | 13008 | -0.112 | -0.0644 | No |
| 66 | Crisp2 | 13263 | -0.121 | -0.0709 | No |
| 67 | Ddx25 | 13272 | -0.122 | -0.0648 | No |
| 68 | Clpb | 13660 | -0.137 | -0.0773 | No |
| 69 | Ip6k1 | 14265 | -0.159 | -0.0999 | No |
| 70 | Cct6b | 14270 | -0.159 | -0.0915 | No |
| 71 | Slc2a5 | 14320 | -0.161 | -0.0853 | No |
| 72 | Phf7 | 14399 | -0.164 | -0.0805 | No |
| 73 | Spata6 | 14556 | -0.171 | -0.0793 | No |
| 74 | Acrbp | 14724 | -0.178 | -0.0782 | No |
| 75 | Nefh | 14845 | -0.181 | -0.0747 | No |
| 76 | Psmg1 | 14848 | -0.181 | -0.0651 | No |
| 77 | Gstm5 | 15154 | -0.194 | -0.0703 | No |
| 78 | Hspa2 | 15175 | -0.195 | -0.0608 | No |
| 79 | Scg5 | 15299 | -0.202 | -0.0562 | No |
| 80 | Coil | 15627 | -0.219 | -0.0613 | No |
| 81 | Gfi1 | 15834 | -0.229 | -0.0596 | No |
| 82 | Chfr | 15875 | -0.231 | -0.0492 | No |
| 83 | Pebp1 | 15928 | -0.234 | -0.0392 | No |
| 84 | Adad1 | 16542 | -0.271 | -0.0562 | No |
| 85 | Slc12a2 | 17309 | -0.320 | -0.0784 | No |
| 86 | Gapdhs | 17376 | -0.325 | -0.0643 | No |
| 87 | Clgn | 17566 | -0.343 | -0.0555 | No |
| 88 | Tulp2 | 17759 | -0.361 | -0.0459 | No |
| 89 | Ybx2 | 17798 | -0.365 | -0.0282 | No |
| 90 | Jam3 | 18062 | -0.391 | -0.0207 | No |
| 91 | Mtor | 18185 | -0.404 | -0.0052 | No |
| 92 | Gpr182 | 18303 | -0.417 | 0.0113 | No |
| 93 | Lpin1 | 18337 | -0.421 | 0.0323 | No |
| 94 | She | 18960 | -0.523 | 0.0284 | No |

