| SYMBOL | TITLE | RANK IN GENE LIST | RANK METRIC SCORE | RUNNING ES | CORE ENRICHMENT | | 1 | Tle4 | transducin-like enhancer of split 4 [Source:MGI Symbol;Acc:MGI:104633] | 529 | 1.515 | 0.0085 | Yes |
| 2 | Nek2 | NIMA (never in mitosis gene a)-related expressed kinase 2 [Source:MGI Symbol;Acc:MGI:109359] | 698 | 1.380 | 0.0264 | Yes |
| 3 | Hspa4l | heat shock protein 4 like [Source:MGI Symbol;Acc:MGI:107422] | 738 | 1.358 | 0.0480 | Yes |
| 4 | Ncaph | non-SMC condensin I complex, subunit H [Source:MGI Symbol;Acc:MGI:2444777] | 760 | 1.342 | 0.0700 | Yes |
| 5 | Bub1 | BUB1, mitotic checkpoint serine/threonine kinase [Source:MGI Symbol;Acc:MGI:1100510] | 1128 | 1.166 | 0.0779 | Yes |
| 6 | Pacrg | PARK2 co-regulated [Source:MGI Symbol;Acc:MGI:1916560] | 1333 | 1.092 | 0.0897 | Yes |
| 7 | Stam2 | signal transducing adaptor molecule (SH3 domain and ITAM motif) 2 [Source:MGI Symbol;Acc:MGI:1929100] | 1343 | 1.089 | 0.1078 | Yes |
| 8 | Dbf4 | DBF4 zinc finger [Source:MGI Symbol;Acc:MGI:1351328] | 1396 | 1.069 | 0.1241 | Yes |
| 9 | Zc2hc1c | zinc finger, C2HC-type containing 1C [Source:MGI Symbol;Acc:MGI:1919600] | 1612 | 1.001 | 0.1341 | Yes |
| 10 | Tktl1 | transketolase-like 1 [Source:MGI Symbol;Acc:MGI:1933244] | 1709 | 0.977 | 0.1475 | Yes |
| 11 | Gsg1 | germ cell associated 1 [Source:MGI Symbol;Acc:MGI:1194499] | 1711 | 0.976 | 0.1639 | Yes |
| 12 | Chrm4 | cholinergic receptor, muscarinic 4 [Source:MGI Symbol;Acc:MGI:88399] | 1794 | 0.957 | 0.1774 | Yes |
| 13 | Prkar2a | protein kinase, cAMP dependent regulatory, type II alpha [Source:MGI Symbol;Acc:MGI:108025] | 1818 | 0.950 | 0.1927 | Yes |
| 14 | Ttk | Ttk protein kinase [Source:MGI Symbol;Acc:MGI:1194921] | 1865 | 0.941 | 0.2071 | Yes |
| 15 | Papolb | poly (A) polymerase beta (testis specific) [Source:MGI Symbol;Acc:MGI:1932115] | 2296 | 0.848 | 0.2076 | Yes |
| 16 | Ip6k1 | inositol hexaphosphate kinase 1 [Source:MGI Symbol;Acc:MGI:1351633] | 2481 | 0.809 | 0.2153 | Yes |
| 17 | Mllt10 | myeloid/lymphoid or mixed-lineage leukemia; translocated to, 10 [Source:MGI Symbol;Acc:MGI:1329038] | 2670 | 0.771 | 0.2223 | Yes |
| 18 | Hspa1l | heat shock protein 1-like [Source:MGI Symbol;Acc:MGI:96231] | 2847 | 0.741 | 0.2291 | Yes |
| 19 | Strbp | spermatid perinuclear RNA binding protein [Source:MGI Symbol;Acc:MGI:104626] | 2860 | 0.738 | 0.2412 | Yes |
| 20 | Slc2a5 | solute carrier family 2 (facilitated glucose transporter), member 5 [Source:MGI Symbol;Acc:MGI:1928369] | 2897 | 0.732 | 0.2523 | Yes |
| 21 | Slc12a2 | solute carrier family 12, member 2 [Source:MGI Symbol;Acc:MGI:101924] | 3046 | 0.703 | 0.2594 | Yes |
| 22 | Scg5 | secretogranin V [Source:MGI Symbol;Acc:MGI:98289] | 3204 | 0.681 | 0.2659 | Yes |
| 23 | Kif2c | kinesin family member 2C [Source:MGI Symbol;Acc:MGI:1921054] | 3252 | 0.675 | 0.2757 | Yes |
| 24 | Mast2 | microtubule associated serine/threonine kinase 2 [Source:MGI Symbol;Acc:MGI:894676] | 3379 | 0.658 | 0.2828 | Yes |
| 25 | Tcp11 | t-complex protein 11 [Source:MGI Symbol;Acc:MGI:98544] | 3547 | 0.626 | 0.2880 | Yes |
| 26 | Nos1 | nitric oxide synthase 1, neuronal [Source:MGI Symbol;Acc:MGI:97360] | 4246 | 0.526 | 0.2744 | Yes |
| 27 | Actl7b | actin-like 7b [Source:MGI Symbol;Acc:MGI:1343053] | 4342 | 0.523 | 0.2802 | Yes |
| 28 | Gpr182 | G protein-coupled receptor 182 [Source:MGI Symbol;Acc:MGI:109545] | 4394 | 0.523 | 0.2873 | Yes |
| 29 | Septin4 | septin 4 [Source:MGI Symbol;Acc:MGI:1270156] | 4542 | 0.514 | 0.2913 | Yes |
| 30 | Art3 | ADP-ribosyltransferase 3 [Source:MGI Symbol;Acc:MGI:1202729] | 4589 | 0.507 | 0.2983 | Yes |
| 31 | Dmrt1 | doublesex and mab-3 related transcription factor 1 [Source:MGI Symbol;Acc:MGI:1354733] | 4643 | 0.500 | 0.3051 | Yes |
| 32 | Agfg1 | ArfGAP with FG repeats 1 [Source:MGI Symbol;Acc:MGI:1333754] | 4655 | 0.498 | 0.3131 | Yes |
| 33 | Tsn | translin [Source:MGI Symbol;Acc:MGI:109263] | 4940 | 0.463 | 0.3118 | Yes |
| 34 | Chfr | checkpoint with forkhead and ring finger domains [Source:MGI Symbol;Acc:MGI:2444898] | 5080 | 0.447 | 0.3149 | Yes |
| 35 | Topbp1 | topoisomerase (DNA) II binding protein 1 [Source:MGI Symbol;Acc:MGI:1920018] | 5225 | 0.427 | 0.3174 | Yes |
| 36 | Nf2 | neurofibromin 2 [Source:MGI Symbol;Acc:MGI:97307] | 5438 | 0.399 | 0.3173 | No |
| 37 | Ezh2 | enhancer of zeste 2 polycomb repressive complex 2 subunit [Source:MGI Symbol;Acc:MGI:107940] | 6173 | 0.366 | 0.2999 | No |
| 38 | Oaz3 | ornithine decarboxylase antizyme 3 [Source:MGI Symbol;Acc:MGI:1858170] | 6723 | 0.302 | 0.2874 | No |
| 39 | Tnni3 | troponin I, cardiac 3 [Source:MGI Symbol;Acc:MGI:98783] | 6750 | 0.301 | 0.2916 | No |
| 40 | Arl4a | ADP-ribosylation factor-like 4A [Source:MGI Symbol;Acc:MGI:99437] | 6866 | 0.295 | 0.2929 | No |
| 41 | Ide | insulin degrading enzyme [Source:MGI Symbol;Acc:MGI:96412] | 7220 | 0.273 | 0.2861 | No |
| 42 | Clvs1 | clavesin 1 [Source:MGI Symbol;Acc:MGI:1921688] | 7303 | 0.265 | 0.2880 | No |
| 43 | Aurka | aurora kinase A [Source:MGI Symbol;Acc:MGI:894678] | 7615 | 0.236 | 0.2819 | No |
| 44 | Pomc | pro-opiomelanocortin-alpha [Source:MGI Symbol;Acc:MGI:97742] | 7761 | 0.226 | 0.2811 | No |
| 45 | Clgn | calmegin [Source:MGI Symbol;Acc:MGI:107472] | 7814 | 0.226 | 0.2832 | No |
| 46 | Jam3 | junction adhesion molecule 3 [Source:MGI Symbol;Acc:MGI:1933825] | 7857 | 0.226 | 0.2857 | No |
| 47 | Adcyap1 | adenylate cyclase activating polypeptide 1 [Source:MGI Symbol;Acc:MGI:105094] | 7905 | 0.226 | 0.2880 | No |
| 48 | H1f6 | H1.6 linker histone, cluster member [Source:MGI Symbol;Acc:MGI:1888530] | 8255 | 0.226 | 0.2806 | No |
| 49 | Elovl3 | elongation of very long chain fatty acids (FEN1/Elo2, SUR4/Elo3, yeast)-like 3 [Source:MGI Symbol;Acc:MGI:1195976] | 8835 | 0.226 | 0.2658 | No |
| 50 | Mlf1 | myeloid leukemia factor 1 [Source:MGI Symbol;Acc:MGI:1341819] | 8989 | 0.216 | 0.2645 | No |
| 51 | Cdkn3 | cyclin-dependent kinase inhibitor 3 [Source:MGI Symbol;Acc:MGI:1919641] | 9030 | 0.211 | 0.2667 | No |
| 52 | Adam2 | a disintegrin and metallopeptidase domain 2 [Source:MGI Symbol;Acc:MGI:1340894] | 9058 | 0.207 | 0.2694 | No |
| 53 | Cnih2 | cornichon family AMPA receptor auxiliary protein 2 [Source:MGI Symbol;Acc:MGI:1277225] | 9109 | 0.202 | 0.2712 | No |
| 54 | Csnk2a2 | casein kinase 2, alpha prime polypeptide [Source:MGI Symbol;Acc:MGI:88547] | 9302 | 0.188 | 0.2682 | No |
| 55 | Ybx2 | Y box protein 2 [Source:MGI Symbol;Acc:MGI:1096372] | 9496 | 0.167 | 0.2648 | No |
| 56 | Snap91 | synaptosomal-associated protein 91 [Source:MGI Symbol;Acc:MGI:109132] | 9743 | 0.137 | 0.2592 | No |
| 57 | Ddx4 | DEAD box helicase 4 [Source:MGI Symbol;Acc:MGI:102670] | 9776 | 0.133 | 0.2604 | No |
| 58 | Tekt2 | tektin 2 [Source:MGI Symbol;Acc:MGI:1346335] | 9874 | 0.123 | 0.2593 | No |
| 59 | Alox15 | arachidonate 15-lipoxygenase [Source:MGI Symbol;Acc:MGI:87997] | 9908 | 0.123 | 0.2603 | No |
| 60 | Pias2 | protein inhibitor of activated STAT 2 [Source:MGI Symbol;Acc:MGI:1096566] | 10214 | 0.100 | 0.2522 | No |
| 61 | Il13ra2 | interleukin 13 receptor, alpha 2 [Source:MGI Symbol;Acc:MGI:1277954] | 10291 | 0.093 | 0.2514 | No |
| 62 | Dcc | deleted in colorectal carcinoma [Source:MGI Symbol;Acc:MGI:94869] | 10456 | 0.077 | 0.2474 | No |
| 63 | Nphp1 | nephronophthisis 1 (juvenile) homolog (human) [Source:MGI Symbol;Acc:MGI:1858233] | 10943 | 0.023 | 0.2321 | No |
| 64 | Rad17 | RAD17 checkpoint clamp loader component [Source:MGI Symbol;Acc:MGI:1333807] | 11031 | 0.009 | 0.2295 | No |
| 65 | Dmc1 | DNA meiotic recombinase 1 [Source:MGI Symbol;Acc:MGI:105393] | 11589 | 0.000 | 0.2116 | No |
| 66 | Zpbp | zona pellucida binding protein [Source:MGI Symbol;Acc:MGI:1855701] | 12080 | 0.000 | 0.1958 | No |
| 67 | Hba-x | hemoglobin X, alpha-like embryonic chain in Hba complex [Source:MGI Symbol;Acc:MGI:96019] | 12194 | 0.000 | 0.1922 | No |
| 68 | Dpep3 | dipeptidase 3 [Source:MGI Symbol;Acc:MGI:1919104] | 13009 | 0.000 | 0.1660 | No |
| 69 | Htr5a | 5-hydroxytryptamine (serotonin) receptor 5A [Source:MGI Symbol;Acc:MGI:96283] | 14088 | 0.000 | 0.1314 | No |
| 70 | Ldhc | lactate dehydrogenase C [Source:MGI Symbol;Acc:MGI:96764] | 14164 | 0.000 | 0.1290 | No |
| 71 | Akap4 | A kinase (PRKA) anchor protein 4 [Source:MGI Symbol;Acc:MGI:102794] | 14408 | 0.000 | 0.1212 | No |
| 72 | Rpl39l | ribosomal protein L39-like [Source:MGI Symbol;Acc:MGI:1915422] | 14505 | 0.000 | 0.1181 | No |
| 73 | Sycp1 | synaptonemal complex protein 1 [Source:MGI Symbol;Acc:MGI:105931] | 15142 | 0.000 | 0.0976 | No |
| 74 | Dnajb8 | DnaJ heat shock protein family (Hsp40) member B8 [Source:MGI Symbol;Acc:MGI:1922801] | 15482 | 0.000 | 0.0867 | No |
| 75 | Cst8 | cystatin 8 (cystatin-related epididymal spermatogenic) [Source:MGI Symbol;Acc:MGI:107161] | 15626 | 0.000 | 0.0821 | No |
| 76 | Scg3 | secretogranin III [Source:MGI Symbol;Acc:MGI:103032] | 15960 | 0.000 | 0.0714 | No |
| 77 | Pdha2 | pyruvate dehydrogenase E1 alpha 2 [Source:MGI Symbol;Acc:MGI:97533] | 16815 | 0.000 | 0.0440 | No |
| 78 | Odf1 | outer dense fiber of sperm tails 1 [Source:MGI Symbol;Acc:MGI:97424] | 17462 | 0.000 | 0.0232 | No |
| 79 | Gad1 | glutamate decarboxylase 1 [Source:MGI Symbol;Acc:MGI:95632] | 18393 | 0.000 | -0.0067 | No |
| 80 | Theg | testicular haploid expressed gene [Source:MGI Symbol;Acc:MGI:1338756] | 18508 | 0.000 | -0.0104 | No |
| 81 | Ccna1 | cyclin A1 [Source:MGI Symbol;Acc:MGI:108042] | 19176 | 0.000 | -0.0318 | No |
| 82 | Crisp2 | cysteine-rich secretory protein 2 [Source:MGI Symbol;Acc:MGI:98815] | 19449 | 0.000 | -0.0406 | No |
| 83 | Tnp2 | transition protein 2 [Source:MGI Symbol;Acc:MGI:98785] | 19461 | 0.000 | -0.0409 | No |
| 84 | Tnp1 | transition protein 1 [Source:MGI Symbol;Acc:MGI:98784] | 19462 | 0.000 | -0.0409 | No |
| 85 | Hoxb1 | homeobox B1 [Source:MGI Symbol;Acc:MGI:96182] | 19846 | 0.000 | -0.0532 | No |
| 86 | Adad1 | adenosine deaminase domain containing 1 (testis specific) [Source:MGI Symbol;Acc:MGI:103258] | 19910 | 0.000 | -0.0552 | No |
| 87 | Camk4 | calcium/calmodulin-dependent protein kinase IV [Source:MGI Symbol;Acc:MGI:88258] | 19915 | 0.000 | -0.0554 | No |
| 88 | Il12rb2 | interleukin 12 receptor, beta 2 [Source:MGI Symbol;Acc:MGI:1270861] | 20072 | 0.000 | -0.0604 | No |
| 89 | Pgk2 | phosphoglycerate kinase 2 [Source:MGI Symbol;Acc:MGI:97563] | 20172 | 0.000 | -0.0636 | No |
| 90 | Znrf4 | zinc and ring finger 4 [Source:MGI Symbol;Acc:MGI:1341258] | 20771 | 0.000 | -0.0828 | No |
| 91 | Nefh | neurofilament, heavy polypeptide [Source:MGI Symbol;Acc:MGI:97309] | 20880 | 0.000 | -0.0863 | No |
| 92 | Pcsk4 | proprotein convertase subtilisin/kexin type 4 [Source:MGI Symbol;Acc:MGI:97514] | 21265 | -0.044 | -0.0979 | No |
| 93 | Mtor | mechanistic target of rapamycin kinase [Source:MGI Symbol;Acc:MGI:1928394] | 21285 | -0.046 | -0.0977 | No |
| 94 | Pebp1 | phosphatidylethanolamine binding protein 1 [Source:MGI Symbol;Acc:MGI:1344408] | 21622 | -0.081 | -0.1071 | No |
| 95 | Spata6 | spermatogenesis associated 6 [Source:MGI Symbol;Acc:MGI:1915196] | 21729 | -0.092 | -0.1090 | No |
| 96 | Mtnr1a | melatonin receptor 1A [Source:MGI Symbol;Acc:MGI:102967] | 22282 | -0.146 | -0.1243 | No |
| 97 | Prm2 | protamine 2 [Source:MGI Symbol;Acc:MGI:97766] | 22300 | -0.146 | -0.1224 | No |
| 98 | Naa11 | N(alpha)-acetyltransferase 11, NatA catalytic subunit [Source:MGI Symbol;Acc:MGI:2141314] | 22515 | -0.146 | -0.1268 | No |
| 99 | Tssk2 | testis-specific serine kinase 2 [Source:MGI Symbol;Acc:MGI:1347559] | 22525 | -0.146 | -0.1246 | No |
| 100 | Cdk1 | cyclin-dependent kinase 1 [Source:MGI Symbol;Acc:MGI:88351] | 22767 | -0.167 | -0.1295 | No |
| 101 | Acrbp | proacrosin binding protein [Source:MGI Symbol;Acc:MGI:1859515] | 22790 | -0.168 | -0.1274 | No |
| 102 | Hspa2 | heat shock protein 2 [Source:MGI Symbol;Acc:MGI:96243] | 22925 | -0.180 | -0.1287 | No |
| 103 | Acrv1 | acrosomal vesicle protein 1 [Source:MGI Symbol;Acc:MGI:104590] | 22962 | -0.186 | -0.1267 | No |
| 104 | Parp2 | poly (ADP-ribose) polymerase family, member 2 [Source:MGI Symbol;Acc:MGI:1341112] | 23107 | -0.204 | -0.1279 | No |
| 105 | Ift88 | intraflagellar transport 88 [Source:MGI Symbol;Acc:MGI:98715] | 23130 | -0.207 | -0.1251 | No |
| 106 | Sirt1 | sirtuin 1 [Source:MGI Symbol;Acc:MGI:2135607] | 23223 | -0.218 | -0.1244 | No |
| 107 | Zc3h14 | zinc finger CCCH type containing 14 [Source:MGI Symbol;Acc:MGI:1919824] | 23541 | -0.246 | -0.1304 | No |
| 108 | Clpb | ClpB caseinolytic peptidase B [Source:MGI Symbol;Acc:MGI:1100517] | 23692 | -0.257 | -0.1309 | No |
| 109 | Ddx25 | DEAD box helicase 25 [Source:MGI Symbol;Acc:MGI:1353582] | 23892 | -0.277 | -0.1326 | No |
| 110 | Vdac3 | voltage-dependent anion channel 3 [Source:MGI Symbol;Acc:MGI:106922] | 24280 | -0.318 | -0.1397 | No |
| 111 | Gapdhs | glyceraldehyde-3-phosphate dehydrogenase, spermatogenic [Source:MGI Symbol;Acc:MGI:95653] | 24661 | -0.357 | -0.1459 | No |
| 112 | She | src homology 2 domain-containing transforming protein E [Source:MGI Symbol;Acc:MGI:1099462] | 25281 | -0.373 | -0.1595 | No |
| 113 | Grm8 | glutamate receptor, metabotropic 8 [Source:MGI Symbol;Acc:MGI:1351345] | 25595 | -0.403 | -0.1628 | No |
| 114 | Phkg2 | phosphorylase kinase, gamma 2 (testis) [Source:MGI Symbol;Acc:MGI:1916211] | 25671 | -0.416 | -0.1582 | No |
| 115 | Gmcl1 | germ cell-less, spermatogenesis associated 1 [Source:MGI Symbol;Acc:MGI:1345156] | 25771 | -0.418 | -0.1543 | No |
| 116 | Taldo1 | transaldolase 1 [Source:MGI Symbol;Acc:MGI:1274789] | 25783 | -0.420 | -0.1476 | No |
| 117 | Gstm5 | glutathione S-transferase, mu 5 [Source:MGI Symbol;Acc:MGI:1309466] | 25947 | -0.438 | -0.1455 | No |
| 118 | Mep1b | meprin 1 beta [Source:MGI Symbol;Acc:MGI:96964] | 26083 | -0.456 | -0.1421 | No |
| 119 | Npy5r | neuropeptide Y receptor Y5 [Source:MGI Symbol;Acc:MGI:108082] | 26400 | -0.495 | -0.1439 | No |
| 120 | Gfi1 | growth factor independent 1 transcription repressor [Source:MGI Symbol;Acc:MGI:103170] | 26714 | -0.543 | -0.1448 | No |
| 121 | Phf7 | PHD finger protein 7 [Source:MGI Symbol;Acc:MGI:1919088] | 26872 | -0.570 | -0.1403 | No |
| 122 | Pgs1 | phosphatidylglycerophosphate synthase 1 [Source:MGI Symbol;Acc:MGI:1921701] | 26878 | -0.571 | -0.1308 | No |
| 123 | Braf | Braf transforming gene [Source:MGI Symbol;Acc:MGI:88190] | 27408 | -0.649 | -0.1369 | No |
| 124 | Tuba3a | tubulin, alpha 3A [Source:MGI Symbol;Acc:MGI:1095406] | 27797 | -0.732 | -0.1370 | No |
| 125 | Tulp2 | tubby-like protein 2 [Source:MGI Symbol;Acc:MGI:1861600] | 28236 | -0.827 | -0.1371 | No |
| 126 | Rfc4 | replication factor C (activator 1) 4 [Source:MGI Symbol;Acc:MGI:2146571] | 28415 | -0.868 | -0.1282 | No |
| 127 | Coil | coilin [Source:MGI Symbol;Acc:MGI:104842] | 28418 | -0.869 | -0.1136 | No |
| 128 | Ace | angiotensin I converting enzyme (peptidyl-dipeptidase A) 1 [Source:MGI Symbol;Acc:MGI:87874] | 28548 | -0.900 | -0.1026 | No |
| 129 | Ccnb2 | cyclin B2 [Source:MGI Symbol;Acc:MGI:88311] | 28561 | -0.903 | -0.0878 | No |
| 130 | Psmg1 | proteasome (prosome, macropain) assembly chaperone 1 [Source:MGI Symbol;Acc:MGI:1860263] | 29070 | -1.049 | -0.0864 | No |
| 131 | Cct6b | chaperonin containing Tcp1, subunit 6b (zeta) [Source:MGI Symbol;Acc:MGI:1329013] | 29400 | -1.161 | -0.0774 | No |
| 132 | Lpin1 | lipin 1 [Source:MGI Symbol;Acc:MGI:1891340] | 29679 | -1.272 | -0.0649 | No |
| 133 | Pcsk1n | proprotein convertase subtilisin/kexin type 1 inhibitor [Source:MGI Symbol;Acc:MGI:1353431] | 29938 | -1.394 | -0.0497 | No |
| 134 | Map7 | microtubule-associated protein 7 [Source:MGI Symbol;Acc:MGI:1328328] | 30684 | -2.018 | -0.0396 | No |
| 135 | Cftr | cystic fibrosis transmembrane conductance regulator [Source:MGI Symbol;Acc:MGI:88388] | 31160 | -3.403 | 0.0025 | No |
Table: GSEA details [plain text format]
