Marker Genes

Dataset: Unified single-cell analysis of testis gene regulation and pathology in five mouse strains

  • tissue: Testis
  • ontology: Testis
  • genotype: -
  • stage: Adult
  • treatment condition: Combined

Rows:386
dataset id cluster id cluster name cell type name sample id gene symbol entrez geneid species specific geneid
avg log fc (?)
pct 1 pct 2 p value padj
94 13 Elongated Spermatids1 all Nudt16l2 73532 1920782 2.91 0.32 0.08 0 0
94 13 Elongated Spermatids1 all Spem2 108803 1918293 2.52 0.39 0.11 0 0
94 13 Elongated Spermatids1 all 1700009J07Rik 75188 1914938 2.5 0.36 0.09 0 0
94 13 Elongated Spermatids1 all Acte1 102636989 2685344 2.5 0.42 0.09 0 0
94 13 Elongated Spermatids1 all Arl9 384185 1915496 2.41 0.42 0.12 0 0
94 13 Elongated Spermatids1 all Ppp2r2b 72930 1920180 2.41 0.39 0.1 0 0
94 13 Elongated Spermatids1 all Car2 12349 88269 2.39 0.58 0.12 0 0
94 13 Elongated Spermatids1 all Oxct2b 353371 2664115 2.34 0.44 0.11 0 0
94 13 Elongated Spermatids1 all Gm6760 627470 3643199 2.31 0.37 0.12 0 0
94 13 Elongated Spermatids1 all Tppp2 219038 2684923 2.24 0.69 0.19 0 0
94 13 Elongated Spermatids1 all Wbscr25 71304 1918554 2.23 0.56 0.17 0 0
94 13 Elongated Spermatids1 all 1700012A03Rik 76382 1923632 2.22 0.62 0.16 0 0
94 13 Elongated Spermatids1 all Oaz3 53814 1858170 2.2 0.92 0.39 0 0
94 13 Elongated Spermatids1 all Prkar2a 19087 108025 2.17 0.38 0.11 0 0
94 13 Elongated Spermatids1 all Spata18 73472 1920722 2.14 0.69 0.21 0 0
94 13 Elongated Spermatids1 all Lrrc57 66606 1913856 2.13 0.55 0.15 0 0
94 13 Elongated Spermatids1 all Tmem56 99887 1923195 2.12 0.5 0.13 0 0
94 13 Elongated Spermatids1 all Lelp1 69332 1916582 2.11 0.58 0.17 0 0
94 13 Elongated Spermatids1 all Spem1 74288 1921538 2.1 0.64 0.18 0 0
94 13 Elongated Spermatids1 all Fam71f2 245884 2141439 2.08 0.59 0.17 0 0
94 13 Elongated Spermatids1 all 4930571K23Rik 75861 1923111 2.07 0.51 0.18 0 0
94 13 Elongated Spermatids1 all Tssk6 83984 2148775 2.07 0.79 0.23 0 0
94 13 Elongated Spermatids1 all Ttc24 214191 2443841 2.06 0.41 0.11 0 0
94 13 Elongated Spermatids1 all Dbil5 13168 108039 2.05 0.93 0.52 0 0
94 13 Elongated Spermatids1 all 4933411K16Rik 66765 1914015 2.04 0.79 0.27 0 0
94 13 Elongated Spermatids1 all Dnajb8 56691 1922801 2.04 0.7 0.21 0 0
94 13 Elongated Spermatids1 all Smcp 17235 96945 2.02 0.99 0.52 0 0
94 13 Elongated Spermatids1 all Ubl4b 67591 1914841 2.01 0.56 0.19 0 0
94 13 Elongated Spermatids1 all Prm2 19119 97766 2.01 0.99 0.53 0 0
94 13 Elongated Spermatids1 all Oxct2a 64059 1891061 2 0.4 0.11 0 0
94 13 Elongated Spermatids1 all Vasp 22323 109268 1.99 0.48 0.15 0 0
94 13 Elongated Spermatids1 all Atl3 109168 1924270 1.98 0.47 0.17 0 0
94 13 Elongated Spermatids1 all 1700027A15Rik 69449 1916699 1.98 0.77 0.22 0 0
94 13 Elongated Spermatids1 all 1700001K19Rik 66323 1913573 1.92 0.51 0.16 0 0
94 13 Elongated Spermatids1 all 1700001O22Rik 73598 1923631 1.91 0.69 0.26 0 0
94 13 Elongated Spermatids1 all Cabs1 70977 1918227 1.89 0.85 0.26 0 0
94 13 Elongated Spermatids1 all 1700016H13Rik 74218 1921468 1.89 0.68 0.22 0 0
94 13 Elongated Spermatids1 all 4930544D05Rik 668433 2148639 1.88 0.57 0.17 0 0
94 13 Elongated Spermatids1 all Acsl1 14081 102797 1.88 0.57 0.23 0 0
94 13 Elongated Spermatids1 all 2810408A11Rik 70419 1917669 1.88 0.52 0.2 0 0
94 13 Elongated Spermatids1 all Spata3 70060 1917310 1.87 0.84 0.28 0 0
94 13 Elongated Spermatids1 all Gapdhs 14447 95653 1.87 0.9 0.37 0 0
94 13 Elongated Spermatids1 all 1700015G11Rik 100503036 1922779 1.84 0.57 0.16 0 0
94 13 Elongated Spermatids1 all Clpb 20480 1100517 1.84 0.54 0.24 0 0
94 13 Elongated Spermatids1 all 1700009N14Rik 75471 1922721 1.82 0.74 0.29 0 0
94 13 Elongated Spermatids1 all Gsg1 14840 1194499 1.81 0.93 0.43 0 0
94 13 Elongated Spermatids1 all Paqr5 74090 1921340 1.8 0.43 0.13 0 0
94 13 Elongated Spermatids1 all Ccdc91 67015 1914265 1.8 0.79 0.3 0 0
94 13 Elongated Spermatids1 all St6galnac2 20446 107553 1.79 0.7 0.27 0 0
94 13 Elongated Spermatids1 all Csnk1g2 103236 1920014 1.77 0.5 0.21 0 0
94 13 Elongated Spermatids1 all Bcl2l14 66813 1914063 1.76 0.5 0.22 0 0
94 13 Elongated Spermatids1 all Cdrt4 66338 1913588 1.76 0.6 0.2 0 0
94 13 Elongated Spermatids1 all 4921507P07Rik 70821 1918071 1.76 0.45 0.16 0 0
94 13 Elongated Spermatids1 all 1700031M16Rik 73302 1920552 1.75 0.62 0.19 0 0
94 13 Elongated Spermatids1 all Hypm 67334 1914584 1.74 0.46 0.17 0 0
94 13 Elongated Spermatids1 all Iqcf4 67320 1914570 1.72 0.6 0.25 0 0
94 13 Elongated Spermatids1 all Spz1 79401 1930801 1.71 0.89 0.4 0 0
94 13 Elongated Spermatids1 all Tssk3 58864 1929914 1.71 0.52 0.22 0 0
94 13 Elongated Spermatids1 all Habp4 56541 1891713 1.69 0.47 0.19 0 0
94 13 Elongated Spermatids1 all 1700001C19Rik 75462 1922712 1.67 0.64 0.23 0 0
94 13 Elongated Spermatids1 all 1700029H14Rik 66501 1913751 1.67 0.77 0.28 0 0
94 13 Elongated Spermatids1 all Nt5c1b 70881 1918131 1.64 0.6 0.28 0 0
94 13 Elongated Spermatids1 all Akap1 11640 104729 1.62 0.49 0.21 0 0
94 13 Elongated Spermatids1 all Bag1 12017 108047 1.62 0.75 0.49 0 0
94 13 Elongated Spermatids1 all Akap4 11643 102794 1.61 0.72 0.28 0 0
94 13 Elongated Spermatids1 all AI507597 100165 2140323 1.59 0.63 0.25 0 0
94 13 Elongated Spermatids1 all Iqcf3 68265 1915515 1.55 0.8 0.3 0 0
94 13 Elongated Spermatids1 all H2al2a 68231 1915481 1.54 0.61 0.2 0 0
94 13 Elongated Spermatids1 all Nupr1l 69034 1923099 1.52 0.6 0.31 0 0
94 13 Elongated Spermatids1 all Rnf138 56515 1929211 1.51 0.76 0.46 0 0
94 13 Elongated Spermatids1 all Gm9999 629141 3642801 1.5 0.65 0.31 0 0
94 13 Elongated Spermatids1 all Fam243 75328 1922578 1.48 0.54 0.24 0 0
94 13 Elongated Spermatids1 all 1110017D15Rik 73721 1920971 1.45 0.55 0.28 0 0
94 13 Elongated Spermatids1 all Tmem53 68777 1916027 1.43 0.61 0.3 0 0
94 13 Elongated Spermatids1 all Odf2 18286 1098824 1.43 0.93 0.68 0 0
94 13 Elongated Spermatids1 all Gm5617 434402 3643566 1.43 0.88 0.65 0 0
94 13 Elongated Spermatids1 all Otub2 68149 1915399 1.43 0.63 0.25 0 0
94 13 Elongated Spermatids1 all Gstm5 14866 1309466 1.43 0.9 0.73 0 0
94 13 Elongated Spermatids1 all Spert 67926 1915176 1.42 0.63 0.27 0 0
94 13 Elongated Spermatids1 all Prm3 19120 106601 1.41 0.64 0.28 0 0
94 13 Elongated Spermatids1 all Pgk2 18663 97563 1.36 0.73 0.45 0 0
94 13 Elongated Spermatids1 all Cdiptos 381922 2443610 1.36 0.69 0.35 0 0
94 13 Elongated Spermatids1 all Ccdc54 69339 1916589 1.36 0.59 0.28 0 0
94 13 Elongated Spermatids1 all Akap12 83397 1932576 1.32 0.86 0.61 0 0
94 13 Elongated Spermatids1 all Lrrc51 69358 1916608 1.31 0.65 0.43 0 0
94 13 Elongated Spermatids1 all Prm1 19118 97765 1.3 0.97 0.49 0 0
94 13 Elongated Spermatids1 all Ms4a5 269063 2670985 1.29 0.59 0.29 0 0
94 13 Elongated Spermatids1 all Tcp11 21463 98544 1.28 0.72 0.5 0 0
94 13 Elongated Spermatids1 all Txndc2 213272 2389312 1.27 0.58 0.26 0 0
94 13 Elongated Spermatids1 all H1fnt 70069 1917319 1.25 0.66 0.28 0 0
94 13 Elongated Spermatids1 all 2610318N02Rik 70458 1917708 1.24 0.63 0.31 0 0
94 13 Elongated Spermatids1 all Spata6 67946 1915196 1.21 0.75 0.5 0 0
94 13 Elongated Spermatids1 all Sord 20322 98266 1.19 0.78 0.59 0 0
94 13 Elongated Spermatids1 all Tnp2 21959 98785 1.16 0.89 0.44 0 0
94 13 Elongated Spermatids1 all Lrrc18 67580 1914830 1.15 0.66 0.33 0 0
94 13 Elongated Spermatids1 all Dnajb3 15504 1306822 1.08 0.8 0.62 0 0
94 13 Elongated Spermatids1 all Tnp1 21958 98784 1.05 0.87 0.45 0 0
94 13 Elongated Spermatids1 all Spa17 20686 1333778 1.04 0.86 0.66 0 0
94 13 Elongated Spermatids1 all Ccdc136 232664 1918128 0.98 0.85 0.69 0 0
94 13 Elongated Spermatids1 all Mlf1 17349 1341819 0.97 0.79 0.56 0 0
94 13 Elongated Spermatids1 all Plaat5 66727 1913977 0.97 0.79 0.59 0 0
94 13 Elongated Spermatids1 all Crisp2 22024 98815 0.83 0.91 0.71 0 0
94 13 Elongated Spermatids1 all Hmgb4 69317 1916567 0.94 0.72 0.39 1.74E-305 3.36E-301
94 13 Elongated Spermatids1 all Ubqlnl 244179 2685336 2.79 0.29 0.07 2.87E-294 5.54E-290
94 13 Elongated Spermatids1 all Bpifa3 73388 1920638 2.76 0.29 0.07 1.29E-291 2.49E-287
94 13 Elongated Spermatids1 all 1700019D03Rik 67080 1914330 1.02 0.6 0.31 2.53E-290 4.87E-286
94 13 Elongated Spermatids1 all 1700016P04Rik 69413 1916663 1.48 0.45 0.17 5.41E-288 1.04E-283
94 13 Elongated Spermatids1 all Cst8 13012 107161 1.08 0.6 0.3 6.9E-283 1.33E-278
94 13 Elongated Spermatids1 all Glul 14645 95739 1.51 0.45 0.18 2.1E-280 4.05E-276
94 13 Elongated Spermatids1 all 1700024P04Rik 69382 1916632 1.39 0.49 0.22 9.49E-278 1.83E-273
94 13 Elongated Spermatids1 all Hk1 15275 96103 1.59 0.53 0.29 1.16E-276 2.23E-272
94 13 Elongated Spermatids1 all Ube2k 53323 1858216 1.34 0.64 0.46 1.16E-273 2.24E-269
94 13 Elongated Spermatids1 all 1700034I23Rik 73297 1920547 1.88 0.4 0.15 1.26E-272 2.42E-268
94 13 Elongated Spermatids1 all Sh3rf2 269016 2444628 1.43 0.45 0.19 1.17E-271 2.25E-267
94 13 Elongated Spermatids1 all Tssk2 22115 1347559 1.06 0.58 0.31 2.59E-267 4.99E-263
94 13 Elongated Spermatids1 all Fabp9 21884 1194881 0.7 0.9 0.74 5.28E-256 1.02E-251
94 13 Elongated Spermatids1 all Fxr1 14359 104860 1.08 0.72 0.61 1.15E-255 2.21E-251
94 13 Elongated Spermatids1 all Rcc1 100088 1913989 2.23 0.35 0.12 3.67E-253 7.07E-249
94 13 Elongated Spermatids1 all Srpk2 20817 1201408 1.07 0.64 0.45 9.13E-253 1.76E-248
94 13 Elongated Spermatids1 all Chl1 12661 1098266 1.16 0.55 0.29 7.78E-251 1.5E-246
94 13 Elongated Spermatids1 all Klk1b8 16624 892018 1.5 0.37 0.13 2.46E-250 4.73E-246
94 13 Elongated Spermatids1 all Gm5893 545936 3645761 2.53 0.28 0.07 6.08E-250 1.17E-245
94 13 Elongated Spermatids1 all Pmfbp1 56523 1930136 1.09 0.57 0.32 1.94E-247 3.73E-243
94 13 Elongated Spermatids1 all Ube2j1 56228 1926245 1.36 0.56 0.34 2.75E-247 5.29E-243
94 13 Elongated Spermatids1 all 1700003F12Rik 75480 1922730 1.09 0.53 0.27 1.13E-245 2.18E-241
94 13 Elongated Spermatids1 all Actl9 69481 1916731 1.29 0.52 0.28 3.22E-243 6.2E-239
94 13 Elongated Spermatids1 all Psmf1 228769 1346072 1.24 0.55 0.32 3.26E-240 6.28E-236
94 13 Elongated Spermatids1 all Reep6 70335 1917585 1.94 0.38 0.15 1.17E-239 2.26E-235
94 13 Elongated Spermatids1 all AC166361.2 NULL 1.76 0.41 0.18 2.33E-239 4.48E-235
94 13 Elongated Spermatids1 all Slfnl1 194219 3045330 1.53 0.43 0.18 4.77E-238 9.19E-234
94 13 Elongated Spermatids1 all Proca1 216974 1918274 1.41 0.48 0.24 2.13E-237 4.1E-233
94 13 Elongated Spermatids1 all Hspa1l 15482 96231 1.65 0.42 0.18 4.77E-237 9.2E-233
94 13 Elongated Spermatids1 all Luzp1 269593 107629 1.22 0.53 0.3 1.11E-236 2.15E-232
94 13 Elongated Spermatids1 all Glrx2 69367 1916617 1.56 0.45 0.22 9.05E-235 1.74E-230
94 13 Elongated Spermatids1 all 4930503B20Rik 75015 1922264 1.33 0.45 0.21 5.12E-232 9.86E-228
94 13 Elongated Spermatids1 all 1700042G07Rik 67323 1914573 1.72 0.34 0.12 2.56E-230 4.94E-226
94 13 Elongated Spermatids1 all Lpin1 14245 1891340 1.72 0.46 0.23 1.64E-228 3.15E-224
94 13 Elongated Spermatids1 all 1700013G24Rik 69380 1916630 1.08 0.57 0.32 4.07E-228 7.84E-224
94 13 Elongated Spermatids1 all Morn3 74890 1922140 1.46 0.42 0.19 2.8E-227 5.4E-223
94 13 Elongated Spermatids1 all Bzw1 66882 1914132 1.46 0.5 0.27 1.38E-226 2.66E-222
94 13 Elongated Spermatids1 all Psma6 26443 1347006 0.99 0.66 0.51 2.35E-224 4.53E-220
94 13 Elongated Spermatids1 all Fam71e1 75538 1922788 1.13 0.51 0.27 2.99E-224 5.77E-220
94 13 Elongated Spermatids1 all Atp1b3 11933 107788 1.33 0.53 0.33 2.08E-223 4.01E-219
94 13 Elongated Spermatids1 all Tspan6 56496 1926264 1.93 0.34 0.13 1.36E-220 2.63E-216
94 13 Elongated Spermatids1 all Hmgb1-rs17 628431 104764 2.17 0.33 0.12 7.14E-219 1.37E-214
94 13 Elongated Spermatids1 all 1700029B22Rik 69495 1916745 2.24 0.27 0.08 2.27E-218 4.37E-214
94 13 Elongated Spermatids1 all BB014433 434285 2142823 1.47 0.44 0.22 6.92E-217 1.33E-212
94 13 Elongated Spermatids1 all Tex37 74221 1921471 1.3 0.41 0.17 1.46E-216 2.81E-212
94 13 Elongated Spermatids1 all Actrt2 73353 1920603 1.15 0.49 0.25 6.88E-216 1.33E-211
94 13 Elongated Spermatids1 all Eif4e 13684 95305 1.39 0.5 0.29 7.83E-216 1.51E-211
94 13 Elongated Spermatids1 all Cdv3 321022 2448759 1.37 0.51 0.29 1.09E-215 2.11E-211
94 13 Elongated Spermatids1 all Ift172 67661 2682064 1.46 0.46 0.24 1.84E-215 3.55E-211
94 13 Elongated Spermatids1 all Agpat2 67512 1914762 1.86 0.33 0.12 2.02E-215 3.88E-211
94 13 Elongated Spermatids1 all Fam187b 76415 1923665 1.49 0.43 0.2 2.07E-214 3.99E-210
94 13 Elongated Spermatids1 all Hook1 77963 1925213 1.04 0.62 0.45 2.53E-213 4.88E-209
94 13 Elongated Spermatids1 all Osbp2 74309 1921559 2.03 0.4 0.19 1.86E-212 3.59E-208
94 13 Elongated Spermatids1 all Clmn 94040 2136957 2.3 0.3 0.1 6.44E-211 1.24E-206
94 13 Elongated Spermatids1 all Ccsap 73420 1920670 1.91 0.34 0.13 2.11E-210 4.07E-206
94 13 Elongated Spermatids1 all Dcun1d1 114893 2150386 1.72 0.44 0.23 5.82E-210 1.12E-205
94 13 Elongated Spermatids1 all Eif1 20918 105125 1.06 0.67 0.55 2.45E-207 4.72E-203
94 13 Elongated Spermatids1 all Gpat4 102247 2142716 1.61 0.5 0.3 3.58E-207 6.89E-203
94 13 Elongated Spermatids1 all Hspb9 75482 1922732 1.01 0.68 0.53 6.88E-207 1.33E-202
94 13 Elongated Spermatids1 all Ubxn6 66530 1913780 1.1 0.62 0.49 8.24E-206 1.59E-201
94 13 Elongated Spermatids1 all Fam71d 70897 1918147 1.26 0.49 0.26 1.78E-198 3.42E-194
94 13 Elongated Spermatids1 all 1700034E13Rik 78414 1925664 1.33 0.38 0.16 2.86E-198 5.51E-194
94 13 Elongated Spermatids1 all Tfam 21780 107810 1.3 0.42 0.19 5.58E-194 1.07E-189
94 13 Elongated Spermatids1 all Tex35 73435 1920685 1.61 0.36 0.15 7.47E-194 1.44E-189
94 13 Elongated Spermatids1 all Rbm4b 66704 1913954 1.3 0.5 0.3 1.64E-193 3.17E-189
94 13 Elongated Spermatids1 all Smim24 72273 1919523 0.74 0.77 0.64 3.6E-192 6.94E-188
94 13 Elongated Spermatids1 all Cep85l 100038725 3642684 1.43 0.45 0.24 7.24E-191 1.39E-186
94 13 Elongated Spermatids1 all Pkib 18768 101937 1.38 0.42 0.21 1.67E-188 3.22E-184
94 13 Elongated Spermatids1 all Znrf4 20834 1341258 1.38 0.42 0.21 4.5E-188 8.67E-184
94 13 Elongated Spermatids1 all Smim23 69351 1916601 1.38 0.38 0.17 4.57E-188 8.8E-184
94 13 Elongated Spermatids1 all Mea1 17256 96957 0.97 0.63 0.51 5.36E-185 1.03E-180
94 13 Elongated Spermatids1 all Ankef1 319196 2441685 1.36 0.48 0.28 7.51E-185 1.45E-180
94 13 Elongated Spermatids1 all Retreg1 66270 1913520 2.11 0.28 0.1 3.64E-181 7.02E-177
94 13 Elongated Spermatids1 all Pgp 67078 1914328 0.72 0.78 0.7 1.01E-180 1.95E-176
94 13 Elongated Spermatids1 all Nbr1 17966 108498 1.98 0.37 0.18 2.98E-179 5.74E-175
94 13 Elongated Spermatids1 all Rnf38 73469 1920719 1.49 0.45 0.26 7.38E-179 1.42E-174
94 13 Elongated Spermatids1 all Spata20 217116 2183449 1.08 0.5 0.31 3.42E-177 6.59E-173
94 13 Elongated Spermatids1 all Asb17 66772 1914022 1.23 0.43 0.21 8.61E-173 1.66E-168
94 13 Elongated Spermatids1 all Knstrn 51944 1289298 1.8 0.35 0.16 1.11E-169 2.14E-165
94 13 Elongated Spermatids1 all Odf1 18285 97424 2.54 0.35 0.16 2.15E-168 4.14E-164
94 13 Elongated Spermatids1 all Pdzk1 59020 1928901 1.53 0.38 0.19 6.1E-167 1.17E-162
94 13 Elongated Spermatids1 all Ppm1a 19042 99878 1.46 0.41 0.22 1.01E-162 1.94E-158
94 13 Elongated Spermatids1 all Ube2n 93765 1934835 2.08 0.34 0.16 3.22E-162 6.21E-158
94 13 Elongated Spermatids1 all Herpud1 64209 1927406 1.97 0.34 0.16 2.68E-160 5.16E-156
94 13 Elongated Spermatids1 all Eif4h 22384 1341822 1.59 0.43 0.25 4.3E-158 8.28E-154
94 13 Elongated Spermatids1 all Gabarapl1 57436 1914980 1.27 0.44 0.25 2.11E-157 4.07E-153
94 13 Elongated Spermatids1 all Isg20l2 229504 2140076 2.22 0.31 0.13 1.11E-156 2.14E-152
94 13 Elongated Spermatids1 all Stard10 56018 1860093 1.25 0.45 0.26 2.41E-156 4.64E-152
94 13 Elongated Spermatids1 all Tex48 75524 1922774 1.21 0.43 0.24 2.43E-153 4.68E-149
94 13 Elongated Spermatids1 all Actg2 11468 104589 1.31 0.37 0.19 7.09E-152 1.37E-147
94 13 Elongated Spermatids1 all Spata21 329972 3607787 0.97 0.49 0.3 2.46E-150 4.73E-146
94 13 Elongated Spermatids1 all Hmox2 15369 109373 1.13 0.54 0.41 7.06E-148 1.36E-143
94 13 Elongated Spermatids1 all Zfand3 21769 1096572 0.92 0.56 0.41 1.14E-146 2.19E-142
94 13 Elongated Spermatids1 all Rnf133 386611 2677436 1.33 0.37 0.18 1.09E-145 2.11E-141
94 13 Elongated Spermatids1 all Fam205c 277773 2679716 0.92 0.48 0.29 2.23E-144 4.3E-140
94 13 Elongated Spermatids1 all Dynll2 68097 1915347 0.74 0.65 0.5 5.57E-144 1.07E-139
94 13 Elongated Spermatids1 all Fhl4 14202 1338765 0.63 0.75 0.61 2.46E-143 4.74E-139
94 13 Elongated Spermatids1 all Agpat3 28169 1336186 1.15 0.5 0.36 1.38E-141 2.65E-137
94 13 Elongated Spermatids1 all Dnajc5b 66326 1913576 1.11 0.45 0.26 1.9E-141 3.67E-137
94 13 Elongated Spermatids1 all Gstt4 75886 1923136 0.98 0.48 0.3 2.81E-137 5.42E-133
94 13 Elongated Spermatids1 all Phkg2 68961 1916211 1.05 0.58 0.49 1.01E-136 1.95E-132
94 13 Elongated Spermatids1 all Mex3d 237400 2681847 1.41 0.36 0.19 2.11E-135 4.07E-131
94 13 Elongated Spermatids1 all Aqp11 66333 1913583 0.97 0.55 0.42 3.03E-132 5.84E-128
94 13 Elongated Spermatids1 all Tctex1d1 67344 1914594 1.47 0.32 0.16 9.41E-130 1.81E-125
94 13 Elongated Spermatids1 all Lrrc8b 433926 2141353 2.06 0.27 0.12 1.36E-127 2.62E-123
94 13 Elongated Spermatids1 all Aldoart2 79459 1931052 1.22 0.4 0.23 1.23E-125 2.36E-121
94 13 Elongated Spermatids1 all Eef1d 66656 1913906 1.27 0.5 0.38 4.6E-124 8.87E-120
94 13 Elongated Spermatids1 all Pgam2 56012 1933118 0.58 0.7 0.59 4.71E-123 9.08E-119
94 13 Elongated Spermatids1 all Stk35 67333 1914583 1.37 0.36 0.2 6.93E-123 1.33E-118
94 13 Elongated Spermatids1 all Syce2 71846 1919096 1.07 0.46 0.31 1.11E-118 2.13E-114
94 13 Elongated Spermatids1 all Tsacc 76927 1924177 0.89 0.53 0.41 2.19E-118 4.22E-114
94 13 Elongated Spermatids1 all Tsks 22116 1347560 1.14 0.39 0.22 2.43E-118 4.68E-114
94 13 Elongated Spermatids1 all Kif2c 73804 1921054 1.59 0.36 0.2 2.98E-118 5.74E-114
94 13 Elongated Spermatids1 all Pdzd8 107368 2677270 1.83 0.29 0.14 2.76E-117 5.31E-113
94 13 Elongated Spermatids1 all Gpi1 14751 95797 2.03 0.32 0.16 2.08E-116 4.0E-112
94 13 Elongated Spermatids1 all Iqcf1 74267 1921517 1.06 0.4 0.22 5.75E-116 1.11E-111
94 13 Elongated Spermatids1 all Klhl10 66720 2181067 1.2 0.4 0.24 7.59E-116 1.46E-111
94 13 Elongated Spermatids1 all Paip2 67869 1915119 1.03 0.54 0.44 1.76E-114 3.39E-110
94 13 Elongated Spermatids1 all 4933402J07Rik 330820 3607717 1.17 0.41 0.25 2.52E-113 4.86E-109
94 13 Elongated Spermatids1 all Tmem247 78469 1925719 0.79 0.46 0.3 3.07E-112 5.91E-108
94 13 Elongated Spermatids1 all Iqcf5 75470 1922720 1.53 0.34 0.19 1.05E-111 2.02E-107
94 13 Elongated Spermatids1 all Galntl5 67909 1915159 0.95 0.45 0.29 8.5E-111 1.64E-106
94 13 Elongated Spermatids1 all 4930453N24Rik 67609 1914859 0.92 0.56 0.47 3.22E-108 6.2E-104
94 13 Elongated Spermatids1 all Nrd1 230598 1201386 0.97 0.56 0.48 1.39E-107 2.67E-103
94 13 Elongated Spermatids1 all Ubl3 24109 1344373 1.3 0.4 0.26 1.69E-105 3.26E-101
94 13 Elongated Spermatids1 all Ak1 11636 87977 1.8 0.28 0.14 1.86E-105 3.58E-101
94 13 Elongated Spermatids1 all Gpd2 14571 99778 1.01 0.43 0.27 1.28E-104 2.47E-100
94 13 Elongated Spermatids1 all Aif1 11629 1343098 0.87 0.46 0.3 6.45E-104 1.24E-99
94 13 Elongated Spermatids1 all Fscb 623046 3646964 1.57 0.29 0.15 7.56E-103 1.46E-98
94 13 Elongated Spermatids1 all Cstl1 228756 2652834 1.53 0.26 0.12 6.52E-102 1.26E-97
94 13 Elongated Spermatids1 all Tbc1d20 67231 1914481 1.57 0.39 0.27 3.34E-101 6.43E-97
94 13 Elongated Spermatids1 all Pebp1 23980 1344408 0.97 0.62 0.6 4.57E-98 8.8E-94
94 13 Elongated Spermatids1 all Mfap3l 71306 1918556 1.72 0.27 0.14 5.82E-98 1.12E-93
94 13 Elongated Spermatids1 all Carhsp1 52502 1196368 1.69 0.3 0.16 4.23E-94 8.15E-90
94 13 Elongated Spermatids1 all Spata7 104871 2144877 0.96 0.43 0.29 1.01E-93 1.94E-89
94 13 Elongated Spermatids1 all Lrrc28 67867 1915689 1.37 0.37 0.25 6.09E-89 1.17E-84
94 13 Elongated Spermatids1 all Csnka2ip 224291 2676295 1.67 0.27 0.14 1.22E-86 2.34E-82
94 13 Elongated Spermatids1 all Plcz1 114875 2150308 1.38 0.31 0.18 1.1E-85 2.12E-81
94 13 Elongated Spermatids1 all Spaca9 69987 1917237 0.69 0.45 0.3 1.02E-83 1.96E-79
94 13 Elongated Spermatids1 all 1700019M22Rik 69423 1916673 0.97 0.38 0.24 1.21E-83 2.34E-79
94 13 Elongated Spermatids1 all 4430402I18Rik 381218 1918036 1.05 0.37 0.25 9.9E-83 1.91E-78
94 13 Elongated Spermatids1 all Ubqln3 244178 3045291 1.39 0.31 0.18 1.01E-82 1.94E-78
94 13 Elongated Spermatids1 all Llcfc1 76606 1923856 0.75 0.44 0.29 1.54E-82 2.97E-78
94 13 Elongated Spermatids1 all Entr1 68112 1915362 1.36 0.38 0.27 1.84E-82 3.54E-78
94 13 Elongated Spermatids1 all Spata19 75469 1922719 0.74 0.49 0.34 4.29E-81 8.27E-77
94 13 Elongated Spermatids1 all Ppp1r11 76497 1923747 0.78 0.55 0.49 5.6E-81 1.08E-76
94 13 Elongated Spermatids1 all Eef1g 67160 1914410 1.36 0.42 0.33 1.76E-79 3.38E-75
94 13 Elongated Spermatids1 all Prr30 76627 1923877 1.5 0.27 0.15 2.46E-78 4.74E-74
94 13 Elongated Spermatids1 all Rangap1 19387 103071 1.27 0.33 0.22 4.18E-75 8.06E-71
94 13 Elongated Spermatids1 all Atp1a4 27222 1351335 1.35 0.29 0.17 1.3E-71 2.5E-67
94 13 Elongated Spermatids1 all Gm15756 100502864 3783199 1.27 0.27 0.15 5.28E-71 1.02E-66
94 13 Elongated Spermatids1 all Sgms1 208449 2444110 1.42 0.3 0.19 6.68E-70 1.29E-65
94 13 Elongated Spermatids1 all Amz2 13929 104837 0.86 0.51 0.46 3.79E-68 7.3E-64
94 13 Elongated Spermatids1 all Ttc29 73301 1920551 0.25 0.08 0.25 1.69E-67 3.25E-63
94 13 Elongated Spermatids1 all Fam229b 66337 1913587 0.4 0.72 0.64 2.32E-67 4.47E-63
94 13 Elongated Spermatids1 all Fam161a 73873 1921123 1.3 0.35 0.25 4.58E-66 8.82E-62
94 13 Elongated Spermatids1 all Mllt11 56772 1929671 1.14 0.36 0.27 2.49E-64 4.8E-60
94 13 Elongated Spermatids1 all Isca1 69046 1916296 1.46 0.31 0.21 4.72E-62 9.09E-58
94 13 Elongated Spermatids1 all Ms4a14 383435 2686122 1.48 0.25 0.15 4.55E-61 8.76E-57
94 13 Elongated Spermatids1 all Smkr-ps 76419 1923669 0.9 0.35 0.24 6.23E-59 1.2E-54
94 13 Elongated Spermatids1 all Serpinb6a 20719 103123 0.37 0.12 0.3 4.88E-58 9.4E-54
94 13 Elongated Spermatids1 all Fam229a 68233 1915483 0.6 0.47 0.34 3.78E-56 7.28E-52
94 13 Elongated Spermatids1 all 1700019N19Rik 67507 1914757 0.68 0.41 0.3 7.65E-56 1.47E-51
94 13 Elongated Spermatids1 all Hspa4l 18415 107422 0.54 0.61 0.61 1.68E-55 3.24E-51
94 13 Elongated Spermatids1 all 1700003P14Rik 75890 1916594 1.09 0.28 0.18 3.2E-55 6.16E-51
94 13 Elongated Spermatids1 all Cypt12 75439 1922689 0.4 0.48 0.34 3.18E-53 6.12E-49
94 13 Elongated Spermatids1 all BC048671 243535 2679261 1.13 0.27 0.17 4.96E-52 9.55E-48
94 13 Elongated Spermatids1 all 4933415F23Rik 66755 1914005 1.16 0.4 0.33 5.26E-52 1.01E-47
94 13 Elongated Spermatids1 all 1700029F12Rik 66479 1913729 0.66 0.51 0.47 2.02E-51 3.9E-47
94 13 Elongated Spermatids1 all Micos13 224904 2442174 1.04 0.4 0.35 1.37E-49 2.63E-45
94 13 Elongated Spermatids1 all Fam166a 68222 3605773 1.06 0.26 0.17 2.13E-48 4.11E-44
94 13 Elongated Spermatids1 all 1700003E16Rik 71837 1919087 1.02 0.39 0.33 3.36E-48 6.47E-44
94 13 Elongated Spermatids1 all Rps20 67427 1914677 0.61 0.57 0.59 5.58E-46 1.08E-41
94 13 Elongated Spermatids1 all Ghitm 66092 1913342 0.81 0.45 0.43 1.53E-45 2.95E-41
94 13 Elongated Spermatids1 all Tent5c 74645 1921895 0.95 0.35 0.27 1.87E-44 3.6E-40
94 13 Elongated Spermatids1 all Ccdc70 67929 1915179 0.91 0.32 0.24 1.62E-40 3.12E-36
94 13 Elongated Spermatids1 all Spata24 71242 1918492 0.54 0.6 0.58 1.06E-38 2.05E-34
94 13 Elongated Spermatids1 all Allc 94041 2136971 0.77 0.34 0.26 9.28E-38 1.79E-33
94 13 Elongated Spermatids1 all Cep295nl 58251 1929713 0.85 0.34 0.27 1.62E-36 3.12E-32
94 13 Elongated Spermatids1 all Izumo2 75510 1922760 0.87 0.31 0.23 2.8E-36 5.4E-32
94 13 Elongated Spermatids1 all Morn2 378462 2674071 0.72 0.44 0.42 3.22E-35 6.2E-31
94 13 Elongated Spermatids1 all Chn2 69993 1917243 0.77 0.29 0.21 4.11E-34 7.91E-30
94 13 Elongated Spermatids1 all Gm10638 666945 3704316 0.93 0.37 0.33 1.21E-33 2.33E-29
94 13 Elongated Spermatids1 all Scand1 19018 1343132 0.29 0.16 0.3 2.95E-33 5.69E-29
94 13 Elongated Spermatids1 all Mtfr1 67472 1914722 0.93 0.36 0.31 3.79E-33 7.29E-29
94 13 Elongated Spermatids1 all Rbm28 68272 2655711 1.14 0.28 0.22 6.08E-33 1.17E-28
94 13 Elongated Spermatids1 all Ropn1 76378 1923628 0.33 0.48 0.37 9.21E-33 1.77E-28
94 13 Elongated Spermatids1 all Sh3glb1 54673 1859730 0.35 0.71 0.73 1.9E-32 3.67E-28
94 13 Elongated Spermatids1 all Tpi1 21991 98797 1.04 0.34 0.29 2.91E-32 5.6E-28
94 13 Elongated Spermatids1 all Capzb 12345 104652 0.89 0.36 0.33 6.13E-32 1.18E-27
94 13 Elongated Spermatids1 all Bag6 224727 1919439 0.31 0.12 0.25 6.52E-32 1.26E-27
94 13 Elongated Spermatids1 all Fhad1 329977 1920323 0.97 0.36 0.31 1.57E-31 3.02E-27
94 13 Elongated Spermatids1 all Hils1 54388 2136691 0.36 0.47 0.37 4.21E-31 8.11E-27
94 13 Elongated Spermatids1 all Stard6 170461 2156774 1.18 0.29 0.23 1.69E-30 3.25E-26
94 13 Elongated Spermatids1 all R3hdm1 226412 2448514 0.35 0.17 0.33 1.85E-30 3.57E-26
94 13 Elongated Spermatids1 all Vwa3b 70853 1918103 0.94 0.31 0.25 6.31E-30 1.22E-25
94 13 Elongated Spermatids1 all Samd4 74480 1921730 0.61 0.36 0.28 1.78E-29 3.43E-25
94 13 Elongated Spermatids1 all Rnf139 75841 1923091 1.32 0.29 0.23 2.02E-29 3.89E-25
94 13 Elongated Spermatids1 all Dnajb4 67035 1914285 1.08 0.34 0.3 2.26E-29 4.35E-25
94 13 Elongated Spermatids1 all Ergic2 67456 1914706 0.3 0.2 0.35 9.91E-29 1.91E-24
94 13 Elongated Spermatids1 all Dcaf6 74106 1921356 0.26 0.18 0.32 9.98E-29 1.92E-24
94 13 Elongated Spermatids1 all Zbbx 213234 2674085 0.75 0.38 0.34 2.95E-27 5.68E-23
94 13 Elongated Spermatids1 all Ddi1 71829 1919079 0.71 0.32 0.26 1.11E-26 2.14E-22
94 13 Elongated Spermatids1 all Eif3b 27979 106478 0.25 0.18 0.32 4.8E-26 9.24E-22
94 13 Elongated Spermatids1 all 1700001C02Rik 75434 1922684 0.88 0.29 0.24 5.8E-22 1.12E-17
94 13 Elongated Spermatids1 all Nudt4 71207 1918457 0.38 0.57 0.59 7.07E-22 1.36E-17
94 13 Elongated Spermatids1 all Cylc2 74914 1922164 0.74 0.3 0.25 7.84E-22 1.51E-17
94 13 Elongated Spermatids1 all Dynll1 56455 1861457 0.49 0.55 0.59 1.13E-21 2.17E-17
94 13 Elongated Spermatids1 all Tmco5 67356 1914606 0.45 0.38 0.32 1.24E-21 2.38E-17
94 13 Elongated Spermatids1 all Cypt3 69361 1916611 0.91 0.25 0.2 4.73E-20 9.1E-16
94 13 Elongated Spermatids1 all Ttc39d 67737 1914987 1.19 0.25 0.21 5.01E-20 9.66E-16
94 13 Elongated Spermatids1 all Fam71f1 330277 3032524 1.04 0.25 0.2 8.52E-20 1.64E-15
94 13 Elongated Spermatids1 all Capza3 12344 106221 0.72 0.29 0.24 1.06E-19 2.04E-15
94 13 Elongated Spermatids1 all Dph3 105638 1922658 0.26 0.15 0.26 4.58E-19 8.83E-15
94 13 Elongated Spermatids1 all 4922502D21Rik 381816 2685920 0.32 0.59 0.59 5.62E-19 1.08E-14
94 13 Elongated Spermatids1 all Arl2bp 107566 1349429 0.71 0.41 0.41 6.57E-18 1.27E-13
94 13 Elongated Spermatids1 all Arl4a 11861 99437 0.29 0.61 0.64 1.61E-17 3.11E-13
94 13 Elongated Spermatids1 all Hsdl2 72479 1919729 1.14 0.25 0.22 5.19E-17 1.0E-12
94 13 Elongated Spermatids1 all Letm2 270035 2444979 0.34 0.2 0.32 7.43E-17 1.43E-12
94 13 Elongated Spermatids1 all Actl7a 11470 1343051 0.77 0.26 0.21 2.68E-16 5.17E-12
94 13 Elongated Spermatids1 all Cabyr 71132 1918382 0.36 0.33 0.28 1.23E-15 2.36E-11
94 13 Elongated Spermatids1 all Sclt1 67161 1914411 0.76 0.35 0.35 7.68E-15 1.48E-10
94 13 Elongated Spermatids1 all Tax1bp1 52440 1289308 0.43 0.58 0.66 9.25E-15 1.78E-10
94 13 Elongated Spermatids1 all Cul3 26554 1347360 0.32 0.17 0.27 1.33E-14 2.57E-10
94 13 Elongated Spermatids1 all Prdx4 53381 1859815 0.7 0.32 0.3 2.36E-14 4.54E-10
94 13 Elongated Spermatids1 all Dnajc7 56354 1928373 1.28 0.17 0.28 1.16E-13 2.24E-9
94 13 Elongated Spermatids1 all March6 223455 2442773 0.4 0.45 0.47 1.4E-13 2.69E-9
94 13 Elongated Spermatids1 all Ttll13 269954 1920845 0.48 0.17 0.27 2.38E-13 4.59E-9
94 13 Elongated Spermatids1 all Cystm1 66060 1913310 1.07 0.26 0.24 6.34E-13 1.22E-8
94 13 Elongated Spermatids1 all Deup1 234964 2443026 0.74 0.29 0.27 2.42E-12 4.67E-8
94 13 Elongated Spermatids1 all Cib1 23991 1344418 0.4 0.22 0.33 3.01E-12 5.8E-8
94 13 Elongated Spermatids1 all Cypt1 66742 3616441 0.91 0.26 0.23 7.62E-12 1.47E-7
94 13 Elongated Spermatids1 all 1700013F07Rik 75504 1922754 0.48 0.3 0.27 3.8E-11 7.32E-7
94 13 Elongated Spermatids1 all Ubr7 66622 1913872 0.94 0.26 0.24 4.67E-11 8.99E-7
94 13 Elongated Spermatids1 all Cdc34 216150 102657 0.99 0.28 0.27 5.04E-11 9.7E-7
94 13 Elongated Spermatids1 all 1700129C05Rik 67932 1915182 0.29 0.23 0.33 9.18E-11 1.77E-6
94 13 Elongated Spermatids1 all Fem1c 240263 2444737 0.99 0.26 0.24 1.05E-10 2.03E-6
94 13 Elongated Spermatids1 all 1700030C12Rik 72246 1919496 0.66 0.35 0.36 5.05E-10 9.72E-6
94 13 Elongated Spermatids1 all Clpx 270166 1346017 0.44 0.19 0.29 9.27E-10 1.79E-5
94 13 Elongated Spermatids1 all Fgfr1op2 67529 1914779 0.31 0.3 0.44 1.17E-9 2.26E-5
94 13 Elongated Spermatids1 all Atxn3 110616 1099442 0.31 0.2 0.29 3.73E-9 7.18E-5
94 13 Elongated Spermatids1 all Dpysl3 22240 1349762 0.66 0.25 0.23 7.67E-9 0.000147716963082
94 13 Elongated Spermatids1 all Cdkl3 213084 2388268 0.33 0.28 0.4 1.23E-8 0.000237673203816
94 13 Elongated Spermatids1 all Prss39 21755 1270856 0.57 0.34 0.35 3.09E-8 0.000595083365581
94 13 Elongated Spermatids1 all 1700011L22Rik 67687 1914937 0.5 0.27 0.25 4.76E-8 0.000917329246722
94 13 Elongated Spermatids1 all Cfap69 207686 2443778 0.32 0.23 0.32 4.98E-8 0.000959279463484
94 13 Elongated Spermatids1 all Fam217a 71864 1919114 0.71 0.27 0.25 6.77E-8 0.001303684792453
94 13 Elongated Spermatids1 all Slc25a39 68066 1196386 0.57 0.41 0.46 7.32E-8 0.001410387463043
94 13 Elongated Spermatids1 all Nelfe 27632 102744 0.8 0.18 0.26 7.67E-8 0.001476598089405
94 13 Elongated Spermatids1 all Pafah1b2 18475 108415 0.63 0.19 0.27 1.76E-7 0.003397885944367
94 13 Elongated Spermatids1 all Spata33 320869 2444920 0.26 0.58 0.61 2.72E-7 0.005246195127243
94 13 Elongated Spermatids1 all Cep128 75216 1922466 0.32 0.22 0.32 9.38E-7 0.01
94 13 Elongated Spermatids1 all Pcmt1 18537 97502 0.5 0.44 0.5 9.61E-7 0.01
94 13 Elongated Spermatids1 all Ap2b1 71770 1919020 0.66 0.21 0.3 1.05E-6 0.02
94 13 Elongated Spermatids1 all Zdbf2 73884 1921134 0.73 0.25 0.25 1.31E-6 0.02
94 13 Elongated Spermatids1 all Klhdc3 71765 2651568 0.61 0.2 0.29 1.38E-6 0.02
94 13 Elongated Spermatids1 all Rai14 75646 1922896 0.53 0.2 0.28 3.56E-6 0.06
94 13 Elongated Spermatids1 all Dnajb14 70604 1917854 0.81 0.28 0.29 4.13E-6 0.07
94 13 Elongated Spermatids1 all Nudt18 213484 2385853 0.27 0.27 0.37 8.27E-6 0.15
94 13 Elongated Spermatids1 all Rpl41 67945 1915195 0.53 0.45 0.51 8.71E-6 0.16
94 13 Elongated Spermatids1 all Atp8b3 67331 1914581 0.48 0.35 0.38 1.18E-5 0.22
94 13 Elongated Spermatids1 all Tpt1 22070 104890 0.45 0.28 0.4 1.27E-5 0.24
94 13 Elongated Spermatids1 all Cep112 76380 1923673 0.81 0.26 0.27 1.43E-5 0.27
94 13 Elongated Spermatids1 all Pacrg 69310 1916560 0.28 0.27 0.37 1.52E-5 0.29
94 13 Elongated Spermatids1 all Sh3d21 66938 1914188 0.32 0.29 0.28 2.87E-5 0.55
94 13 Elongated Spermatids1 all Zfand4 67492 1914742 0.72 0.31 0.34 3.43E-5 0.66
94 13 Elongated Spermatids1 all Rnf19a 30945 1353623 0.57 0.2 0.27 5.44E-5 1
94 13 Elongated Spermatids1 all Fam104a 28081 106351 0.34 0.36 0.5 5.54E-5 1
94 13 Elongated Spermatids1 all Riiad1 66353 1913603 0.66 0.3 0.32 0.000108499445098 1
94 13 Elongated Spermatids1 all Sgf29 75565 1922815 0.54 0.2 0.27 0.000138949418708 1
94 13 Elongated Spermatids1 all Rnaseh2a 69724 1916974 0.6 0.33 0.37 0.000146431996508 1
94 13 Elongated Spermatids1 all Lkaaear1 277496 2685538 0.46 0.2 0.27 0.000222124816795 1
94 13 Elongated Spermatids1 all Aven 74268 1921518 0.58 0.2 0.26 0.000553395503837 1
94 13 Elongated Spermatids1 all Kifap3 16579 107566 0.51 0.34 0.37 0.000566318020484 1
94 13 Elongated Spermatids1 all Use1 67023 1914273 0.44 0.23 0.31 0.000572618530996 1
94 13 Elongated Spermatids1 all Pttg1ip 108705 2652132 0.62 0.2 0.27 0.001225493915642 1
94 13 Elongated Spermatids1 all Odf4 252868 2182079 0.59 0.22 0.29 0.001864984102388 1
94 13 Elongated Spermatids1 all Ccdc150 78016 1925266 0.55 0.2 0.27 0.001988961798996 1
94 13 Elongated Spermatids1 all 4930403D09Rik 319208 2441677 0.33 0.28 0.36 0.002649102663344 1
94 13 Elongated Spermatids1 all Kcnmb4os1 67342 1914592 0.62 0.22 0.28 0.002820965949908 1
94 13 Elongated Spermatids1 all Fam221b 242408 2441678 0.42 0.26 0.26 0.003300824509764 1
94 13 Elongated Spermatids1 all Svbp 69216 1916466 0.56 0.22 0.29 0.007351295385735 1
94 13 Elongated Spermatids1 all Micos10 433771 1913628 0.31 0.34 0.45 0.007876714751875 1