| Dataset | MPP.MPP_Pheno.cls#Group1_versus_Group4.MPP_Pheno.cls#Group1_versus_Group4_repos |
| Phenotype | MPP_Pheno.cls#Group1_versus_Group4_repos |
| Upregulated in class | 3 |
| GeneSet | HALLMARK_SPERMATOGENESIS |
| Enrichment Score (ES) | -0.2303924 |
| Normalized Enrichment Score (NES) | -1.0054152 |
| Nominal p-value | 0.44333997 |
| FDR q-value | 0.8314231 |
| FWER p-Value | 1.0 |

| SYMBOL | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | |
|---|---|---|---|---|---|
| 1 | Prkar2a | 489 | 0.594 | 0.0003 | No |
| 2 | Sirt1 | 840 | 0.516 | 0.0043 | No |
| 3 | Tekt2 | 1122 | 0.474 | 0.0102 | No |
| 4 | Nos1 | 1185 | 0.464 | 0.0269 | No |
| 5 | Topbp1 | 1346 | 0.444 | 0.0377 | No |
| 6 | Clvs1 | 1385 | 0.440 | 0.0546 | No |
| 7 | Ddx4 | 1741 | 0.402 | 0.0536 | No |
| 8 | Camk4 | 1882 | 0.389 | 0.0631 | No |
| 9 | Rfc4 | 2501 | 0.336 | 0.0457 | No |
| 10 | Nf2 | 3139 | 0.296 | 0.0255 | No |
| 11 | Mast2 | 3155 | 0.295 | 0.0374 | No |
| 12 | Zc2hc1c | 3165 | 0.294 | 0.0496 | No |
| 13 | Tnni3 | 3618 | 0.263 | 0.0375 | No |
| 14 | Vdac3 | 3775 | 0.252 | 0.0403 | No |
| 15 | Nefh | 3835 | 0.249 | 0.0479 | No |
| 16 | Adam2 | 3961 | 0.241 | 0.0518 | No |
| 17 | Lpin1 | 4007 | 0.237 | 0.0597 | No |
| 18 | Pgs1 | 4265 | 0.224 | 0.0560 | No |
| 19 | Zc3h14 | 4423 | 0.216 | 0.0572 | No |
| 20 | Dmc1 | 4443 | 0.214 | 0.0654 | No |
| 21 | Nphp1 | 4667 | 0.204 | 0.0627 | No |
| 22 | Gmcl1 | 4697 | 0.203 | 0.0699 | No |
| 23 | Hspa4l | 4748 | 0.200 | 0.0759 | No |
| 24 | Mlf1 | 4967 | 0.188 | 0.0727 | No |
| 25 | Ybx2 | 5024 | 0.186 | 0.0778 | No |
| 26 | Stam2 | 5087 | 0.183 | 0.0824 | No |
| 27 | Scg3 | 5101 | 0.183 | 0.0896 | No |
| 28 | Map7 | 5514 | 0.164 | 0.0754 | No |
| 29 | Mllt10 | 5566 | 0.162 | 0.0797 | No |
| 30 | Hspa2 | 5616 | 0.160 | 0.0840 | No |
| 31 | Ncaph | 5718 | 0.154 | 0.0854 | No |
| 32 | Ide | 5736 | 0.153 | 0.0911 | No |
| 33 | Slc12a2 | 5994 | 0.141 | 0.0839 | No |
| 34 | Ttk | 6069 | 0.137 | 0.0860 | No |
| 35 | Csnk2a2 | 6264 | 0.127 | 0.0815 | No |
| 36 | Ezh2 | 6633 | 0.114 | 0.0674 | No |
| 37 | Mtor | 6828 | 0.106 | 0.0620 | No |
| 38 | Pias2 | 6958 | 0.101 | 0.0596 | No |
| 39 | Agfg1 | 7050 | 0.097 | 0.0591 | No |
| 40 | Crisp2 | 7178 | 0.092 | 0.0565 | No |
| 41 | Pcsk4 | 7398 | 0.083 | 0.0488 | No |
| 42 | Strbp | 7490 | 0.079 | 0.0475 | No |
| 43 | Cnih2 | 7779 | 0.065 | 0.0354 | No |
| 44 | Tulp2 | 8122 | 0.051 | 0.0200 | No |
| 45 | Zpbp | 8550 | 0.033 | -0.0006 | No |
| 46 | Tle4 | 8762 | 0.025 | -0.0104 | No |
| 47 | Arl4a | 8956 | 0.017 | -0.0196 | No |
| 48 | Cftr | 9380 | 0.000 | -0.0414 | No |
| 49 | Tcp11 | 9721 | -0.010 | -0.0585 | No |
| 50 | Cdk1 | 10065 | -0.024 | -0.0751 | No |
| 51 | Braf | 10164 | -0.027 | -0.0790 | No |
| 52 | Pomc | 10389 | -0.037 | -0.0890 | No |
| 53 | Art3 | 10979 | -0.059 | -0.1168 | No |
| 54 | Scg5 | 10995 | -0.060 | -0.1149 | No |
| 55 | Kif2c | 11271 | -0.072 | -0.1260 | No |
| 56 | Rad17 | 11275 | -0.072 | -0.1231 | No |
| 57 | Gapdhs | 11509 | -0.082 | -0.1316 | No |
| 58 | Bub1 | 11691 | -0.089 | -0.1371 | No |
| 59 | Gstm5 | 12023 | -0.104 | -0.1497 | No |
| 60 | Adad1 | 12088 | -0.106 | -0.1484 | No |
| 61 | Slc2a5 | 12278 | -0.116 | -0.1532 | No |
| 62 | Acrbp | 13756 | -0.182 | -0.2215 | No |
| 63 | Il12rb2 | 13930 | -0.190 | -0.2222 | Yes |
| 64 | Clgn | 14028 | -0.194 | -0.2189 | Yes |
| 65 | Nek2 | 14140 | -0.200 | -0.2160 | Yes |
| 66 | Clpb | 14334 | -0.209 | -0.2170 | Yes |
| 67 | Ddx25 | 14360 | -0.210 | -0.2093 | Yes |
| 68 | Ift88 | 14706 | -0.226 | -0.2174 | Yes |
| 69 | Grm8 | 14779 | -0.230 | -0.2113 | Yes |
| 70 | She | 14917 | -0.236 | -0.2082 | Yes |
| 71 | Septin4 | 15010 | -0.242 | -0.2026 | Yes |
| 72 | Jam3 | 15156 | -0.250 | -0.1993 | Yes |
| 73 | Ip6k1 | 15298 | -0.258 | -0.1955 | Yes |
| 74 | Phf7 | 15525 | -0.272 | -0.1955 | Yes |
| 75 | Pacrg | 15767 | -0.289 | -0.1955 | Yes |
| 76 | Aurka | 15967 | -0.301 | -0.1929 | Yes |
| 77 | Parp2 | 16008 | -0.302 | -0.1820 | Yes |
| 78 | Taldo1 | 16136 | -0.309 | -0.1753 | Yes |
| 79 | Tsn | 16237 | -0.316 | -0.1669 | Yes |
| 80 | Chfr | 16377 | -0.324 | -0.1602 | Yes |
| 81 | Pebp1 | 16620 | -0.342 | -0.1580 | Yes |
| 82 | Dcc | 16923 | -0.365 | -0.1579 | Yes |
| 83 | Gpr182 | 17087 | -0.380 | -0.1500 | Yes |
| 84 | Dbf4 | 17194 | -0.387 | -0.1389 | Yes |
| 85 | Gsg1 | 17232 | -0.391 | -0.1240 | Yes |
| 86 | Ccnb2 | 17277 | -0.395 | -0.1093 | Yes |
| 87 | Phkg2 | 17677 | -0.429 | -0.1115 | Yes |
| 88 | Coil | 17760 | -0.439 | -0.0969 | Yes |
| 89 | Gfi1 | 17971 | -0.461 | -0.0880 | Yes |
| 90 | Oaz3 | 18553 | -0.541 | -0.0947 | Yes |
| 91 | Spata6 | 18972 | -0.630 | -0.0892 | Yes |
| 92 | Psmg1 | 19217 | -0.724 | -0.0707 | Yes |
| 93 | Cct6b | 19444 | -0.938 | -0.0422 | Yes |
| 94 | Cdkn3 | 19489 | -1.064 | 0.0012 | Yes |

