

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | response to pheromone (GO:0019236) | 9.24711939 |
| 2 | sperm motility (GO:0030317) | 6.93389356 |
| 3 | acrosome reaction (GO:0007340) | 6.36957974 |
| 4 | protein polyglutamylation (GO:0018095) | 5.46559598 |
| 5 | fusion of sperm to egg plasma membrane (GO:0007342) | 5.17602509 |
| 6 | spermatid development (GO:0007286) | 5.05504940 |
| 7 | establishment of protein localization to Golgi (GO:0072600) | 4.96927132 |
| 8 | piRNA metabolic process (GO:0034587) | 4.78923047 |
| 9 | protein targeting to Golgi (GO:0000042) | 4.74334096 |
| 10 | cilium or flagellum-dependent cell motility (GO:0001539) | 4.71031048 |
| 11 | cellular ketone body metabolic process (GO:0046950) | 4.61706367 |
| 12 | multicellular organism reproduction (GO:0032504) | 4.60903849 |
| 13 | regulation of cilium movement (GO:0003352) | 4.56790874 |
| 14 | DNA methylation involved in gamete generation (GO:0043046) | 4.52720902 |
| 15 | single strand break repair (GO:0000012) | 4.34692275 |
| 16 | sperm-egg recognition (GO:0035036) | 4.33374620 |
| 17 | rRNA methylation (GO:0031167) | 4.29431297 |
| 18 | protein localization to Golgi apparatus (GO:0034067) | 4.26315109 |
| 19 | retrograde transport, vesicle recycling within Golgi (GO:0000301) | 4.26075553 |
| 20 | microtubule depolymerization (GO:0007019) | 4.25010548 |
| 21 | rRNA modification (GO:0000154) | 4.15581909 |
| 22 | detection of light stimulus involved in visual perception (GO:0050908) | 4.15122651 |
| 23 | detection of light stimulus involved in sensory perception (GO:0050962) | 4.15122651 |
| 24 | male meiosis I (GO:0007141) | 4.10965295 |
| 25 | ketone body metabolic process (GO:1902224) | 4.08445325 |
| 26 | axoneme assembly (GO:0035082) | 4.01869163 |
| 27 | axonemal dynein complex assembly (GO:0070286) | 3.89417266 |
| 28 | centriole replication (GO:0007099) | 3.87407235 |
| 29 | plasma membrane fusion (GO:0045026) | 3.86067960 |
| 30 | epithelial cilium movement (GO:0003351) | 3.82927139 |
| 31 | phosphatidylethanolamine biosynthetic process (GO:0006646) | 3.81153823 |
| 32 | reproduction (GO:0000003) | 3.70077765 |
| 33 | spermatogenesis (GO:0007283) | 3.65538160 |
| 34 | male gamete generation (GO:0048232) | 3.65412482 |
| 35 | cell-cell recognition (GO:0009988) | 3.62710167 |
| 36 | calcium ion-dependent exocytosis (GO:0017156) | 3.60561161 |
| 37 | microtubule polymerization or depolymerization (GO:0031109) | 3.58110686 |
| 38 | behavioral response to nicotine (GO:0035095) | 3.56841576 |
| 39 | phosphatidylethanolamine metabolic process (GO:0046337) | 3.56796069 |
| 40 | spermatid nucleus differentiation (GO:0007289) | 3.54574277 |
| 41 | sperm capacitation (GO:0048240) | 3.52960641 |
| 42 | seminiferous tubule development (GO:0072520) | 3.45931026 |
| 43 | cilium movement (GO:0003341) | 3.45434390 |
| 44 | coenzyme catabolic process (GO:0009109) | 3.45373098 |
| 45 | male meiosis (GO:0007140) | 3.42894533 |
| 46 | gamete generation (GO:0007276) | 3.38770111 |
| 47 | regulation of microtubule-based movement (GO:0060632) | 3.38149142 |
| 48 | binding of sperm to zona pellucida (GO:0007339) | 3.32700258 |
| 49 | centriole assembly (GO:0098534) | 3.32582049 |
| 50 | tachykinin receptor signaling pathway (GO:0007217) | 3.29636400 |
| 51 | DNA packaging (GO:0006323) | 3.26256240 |
| 52 | epithelial cilium movement involved in determination of left/right asymmetry (GO:0060287) | 3.24573652 |
| 53 | organic cation transport (GO:0015695) | 3.22695679 |
| 54 | RNA destabilization (GO:0050779) | 3.15282465 |
| 55 | regulation of meiosis I (GO:0060631) | 3.12982641 |
| 56 | G-protein coupled glutamate receptor signaling pathway (GO:0007216) | 3.12829562 |
| 57 | purine deoxyribonucleotide catabolic process (GO:0009155) | 3.10158541 |
| 58 | motile cilium assembly (GO:0044458) | 3.06259581 |
| 59 | photoreceptor cell maintenance (GO:0045494) | 3.05422792 |
| 60 | microtubule severing (GO:0051013) | 3.04256129 |
| 61 | cilium organization (GO:0044782) | 3.00459409 |
| 62 | germ cell development (GO:0007281) | 2.98205710 |
| 63 | nonmotile primary cilium assembly (GO:0035058) | 2.97694820 |
| 64 | cilium assembly (GO:0042384) | 2.97257178 |
| 65 | single fertilization (GO:0007338) | 2.96301216 |
| 66 | meiosis I (GO:0007127) | 2.95689954 |
| 67 | protein K11-linked deubiquitination (GO:0035871) | 2.94408606 |
| 68 | synapsis (GO:0007129) | 2.92237541 |
| 69 | positive regulation of Rab GTPase activity (GO:0032851) | 2.89488377 |
| 70 | regulation of Rab GTPase activity (GO:0032313) | 2.89488377 |
| 71 | chromosome condensation (GO:0030261) | 2.87736443 |
| 72 | fertilization (GO:0009566) | 2.87297330 |
| 73 | L-fucose catabolic process (GO:0042355) | 2.83743953 |
| 74 | fucose catabolic process (GO:0019317) | 2.83743953 |
| 75 | L-fucose metabolic process (GO:0042354) | 2.83743953 |
| 76 | microtubule nucleation (GO:0007020) | 2.80740968 |
| 77 | DNA double-strand break processing (GO:0000729) | 2.80342581 |
| 78 | mannosylation (GO:0097502) | 2.78983130 |
| 79 | positive regulation of guanylate cyclase activity (GO:0031284) | 2.77939960 |
| 80 | reciprocal DNA recombination (GO:0035825) | 2.76716450 |
| 81 | reciprocal meiotic recombination (GO:0007131) | 2.76716450 |
| 82 | indole-containing compound catabolic process (GO:0042436) | 2.76503075 |
| 83 | indolalkylamine catabolic process (GO:0046218) | 2.76503075 |
| 84 | tryptophan catabolic process (GO:0006569) | 2.76503075 |
| 85 | left/right axis specification (GO:0070986) | 2.72718582 |
| 86 | negative regulation of Rho protein signal transduction (GO:0035024) | 2.68497466 |
| 87 | indolalkylamine metabolic process (GO:0006586) | 2.65041883 |
| 88 | somite rostral/caudal axis specification (GO:0032525) | 2.64088767 |
| 89 | gene silencing by RNA (GO:0031047) | 2.63947242 |
| 90 | DNA deamination (GO:0045006) | 2.62235132 |
| 91 | multicellular organismal reproductive process (GO:0048609) | 2.61374547 |
| 92 | urinary tract smooth muscle contraction (GO:0014848) | 2.60813302 |
| 93 | base-excision repair, AP site formation (GO:0006285) | 2.59818938 |
| 94 | negative regulation of transcription regulatory region DNA binding (GO:2000678) | 2.59702894 |
| 95 | membrane depolarization during action potential (GO:0086010) | 2.57549228 |
| 96 | cellular process involved in reproduction in multicellular organism (GO:0022412) | 2.57512950 |
| 97 | recombinational repair (GO:0000725) | 2.56262453 |
| 98 | double-strand break repair via homologous recombination (GO:0000724) | 2.56132946 |
| 99 | regulation of centriole replication (GO:0046599) | 2.55177074 |
| 100 | nephron tubule morphogenesis (GO:0072078) | 2.54419311 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | ZNF274_21170338_ChIP-Seq_K562_Hela | 3.95005348 |
| 2 | IGF1R_20145208_ChIP-Seq_DFB_Human | 2.88748539 |
| 3 | GBX2_23144817_ChIP-Seq_PC3_Human | 2.78402503 |
| 4 | VDR_22108803_ChIP-Seq_LS180_Human | 2.76653105 |
| 5 | GATA2_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 2.73052036 |
| 6 | FUS_26573619_Chip-Seq_HEK293_Human | 2.64721613 |
| 7 | EZH2_22144423_ChIP-Seq_EOC_Human | 2.61224390 |
| 8 | CTBP2_25329375_ChIP-Seq_LNCAP_Human | 2.50283016 |
| 9 | CTBP1_25329375_ChIP-Seq_LNCAP_Human | 2.33725498 |
| 10 | POU3F2_20337985_ChIP-ChIP_501MEL_Human | 2.22806699 |
| 11 | IRF4_20064451_ChIP-Seq_CD4+T_Mouse | 2.13967618 |
| 12 | CBP_20019798_ChIP-Seq_JUKART_Human | 2.13967618 |
| 13 | SALL1_21062744_ChIP-ChIP_HESCs_Human | 2.13047961 |
| 14 | GLI1_17442700_ChIP-ChIP_MESCs_Mouse | 2.09728448 |
| 15 | ER_23166858_ChIP-Seq_MCF-7_Human | 2.09525567 |
| 16 | MYCN_21190229_ChIP-Seq_SHEP-21N_Human | 2.09380473 |
| 17 | P300_19829295_ChIP-Seq_ESCs_Human | 2.03569052 |
| 18 | EWS-ERG_20517297_ChIP-Seq_CADO-ES1_Human | 1.98676291 |
| 19 | TAF15_26573619_Chip-Seq_HEK293_Human | 1.97891116 |
| 20 | ZFP57_27257070_Chip-Seq_ESCs_Mouse | 1.82397426 |
| 21 | UBF1/2_26484160_Chip-Seq_FIBROBLAST_Human | 1.81228527 |
| 22 | POU5F1_26923725_Chip-Seq_MESODERM_Mouse | 1.80349054 |
| 23 | TEAD4_26923725_Chip-Seq_HEMANGIOBLAST_Mouse | 1.80349054 |
| 24 | EWS_26573619_Chip-Seq_HEK293_Human | 1.72684779 |
| 25 | AR_25329375_ChIP-Seq_VCAP_Human | 1.70683058 |
| 26 | IRF1_19129219_ChIP-ChIP_H3396_Human | 1.67610864 |
| 27 | STAT3_23295773_ChIP-Seq_U87_Human | 1.56447743 |
| 28 | SMAD4_21799915_ChIP-Seq_A2780_Human | 1.54902183 |
| 29 | FLI1_27457419_Chip-Seq_LIVER_Mouse | 1.52069944 |
| 30 | AR_22383394_ChIP-Seq_PROSTATE_CANCER_Human | 1.50975374 |
| 31 | SMARCD1_25818293_ChIP-Seq_ESCs_Mouse | 1.46225936 |
| 32 | SOX2_19829295_ChIP-Seq_ESCs_Human | 1.45950299 |
| 33 | NANOG_19829295_ChIP-Seq_ESCs_Human | 1.45950299 |
| 34 | KLF5_20875108_ChIP-Seq_MESCs_Mouse | 1.44912358 |
| 35 | SMAD2/3_21741376_ChIP-Seq_EPCs_Human | 1.44285397 |
| 36 | TP53_22573176_ChIP-Seq_HFKS_Human | 1.44022552 |
| 37 | GATA3_21878914_ChIP-Seq_MCF-7_Human | 1.43875278 |
| 38 | ETV2_25802403_ChIP-Seq_MESCs_Mouse | 1.42503327 |
| 39 | TCF4_23295773_ChIP-Seq_U87_Human | 1.42398178 |
| 40 | RUNX2_22187159_ChIP-Seq_PCA_Human | 1.41828887 |
| 41 | FOXA1_25329375_ChIP-Seq_VCAP_Human | 1.41534574 |
| 42 | FOXA1_27270436_Chip-Seq_PROSTATE_Human | 1.41534574 |
| 43 | PRDM16_22522345_ChIP-ChIP_PALATE_MESENCHYMAL_Mouse | 1.39833993 |
| 44 | AUTS2_25519132_ChIP-Seq_293T-REX_Human | 1.38504029 |
| 45 | EWS-FLI1_20517297_ChIP-Seq_SK-N-MC_Human | 1.38490043 |
| 46 | PCGF2_27294783_Chip-Seq_ESCs_Mouse | 1.34330921 |
| 47 | FOXA1_21572438_ChIP-Seq_LNCaP_Human | 1.33689742 |
| 48 | TOP2B_26459242_ChIP-Seq_MCF-7_Human | 1.33450898 |
| 49 | MYC_19829295_ChIP-Seq_ESCs_Human | 1.33357702 |
| 50 | NANOG_20526341_ChIP-Seq_ESCs_Human | 1.32593527 |
| 51 | SMAD4_21741376_ChIP-Seq_EPCs_Human | 1.32391105 |
| 52 | DROSHA_22980978_ChIP-Seq_HELA_Human | 1.31752288 |
| 53 | BCAT_22108803_ChIP-Seq_LS180_Human | 1.31375728 |
| 54 | ERA_21632823_ChIP-Seq_H3396_Human | 1.31358845 |
| 55 | CHD7_19251738_ChIP-ChIP_MESCs_Mouse | 1.30894760 |
| 56 | SMAD3_21741376_ChIP-Seq_EPCs_Human | 1.30413300 |
| 57 | NR3C1_21868756_ChIP-Seq_MCF10A_Human | 1.28792029 |
| 58 | TCF4_22108803_ChIP-Seq_LS180_Human | 1.28287685 |
| 59 | MYC_20876797_ChIP-ChIP_MEDULLOBLASTOMA_Human | 1.27215260 |
| 60 | PRDM14_20953172_ChIP-Seq_ESCs_Human | 1.23672889 |
| 61 | TAF2_19829295_ChIP-Seq_ESCs_Human | 1.22950339 |
| 62 | NCOR_22424771_ChIP-Seq_293T_Human | 1.21555417 |
| 63 | MEIS1_26253404_ChIP-Seq_OPTIC_CUPS_Mouse | 1.21430191 |
| 64 | GRHL2_25758223_ChIP-Seq_PLACENTA_Mouse | 1.21235663 |
| 65 | REST_21632747_ChIP-Seq_MESCs_Mouse | 1.20898918 |
| 66 | PCGF2_27294783_Chip-Seq_NPCs_Mouse | 1.18514569 |
| 67 | CEBPD_23245923_ChIP-Seq_MEFs_Mouse | 1.16975713 |
| 68 | PAX3-FKHR_20663909_ChIP-Seq_RHABDOMYOSARCOMA_Human | 1.16971871 |
| 69 | WDR5_24793694_ChIP-Seq_LNCAP_Human | 1.16854193 |
| 70 | PBX1_22567123_ChIP-ChIP_OVCAR3_Human | 1.15847540 |
| 71 | HOXB7_26014856_ChIP-Seq_BT474_Human | 1.15268831 |
| 72 | PIAS1_25552417_ChIP-Seq_VCAP_Human | 1.14832726 |
| 73 | TAL1_26923725_Chip-Seq_MACROPHAGESS_Mouse | 1.13359616 |
| 74 | RAC3_21632823_ChIP-Seq_H3396_Human | 1.13344900 |
| 75 | RBPJ_21746931_ChIP-Seq_IB4-LCL_Human | 1.12926344 |
| 76 | FLI1_21867929_ChIP-Seq_TH2_Mouse | 1.12548112 |
| 77 | EBNA2_21746931_ChIP-Seq_IB4-LCL_Human | 1.11093198 |
| 78 | EBNA1_20929547_Chip-Seq_RAJI-cells_Human | 1.08482404 |
| 79 | TAL1_21186366_ChIP-Seq_BM-HSCs_Mouse | 1.08150234 |
| 80 | TP63_19390658_ChIP-ChIP_HaCaT_Human | 1.07259966 |
| 81 | RNF2_27304074_Chip-Seq_NSC_Mouse | 1.06038809 |
| 82 | AR_20517297_ChIP-Seq_VCAP_Human | 1.05339204 |
| 83 | SMRT_27268052_Chip-Seq_Bcells_Human | 1.05252197 |
| 84 | OCT4_20526341_ChIP-Seq_ESCs_Human | 1.05049319 |
| 85 | CEBPA_26348894_ChIP-Seq_LIVER_Mouse | 1.03652775 |
| 86 | ETV1_20927104_ChIP-Seq_GIST48_Human | 1.03632928 |
| 87 | CBX2_27304074_Chip-Seq_ESCs_Mouse | 1.03571292 |
| 88 | TCF3/E2A_22897851_ChIP-Seq_JUKARTE6-1_Human | 1.02076003 |
| 89 | HOXC9_25013753_ChIP-Seq_NEUROBLASTOMA_BE2-C_Human | 1.00884573 |
| 90 | NOTCH1_21737748_ChIP-Seq_TLL_Human | 1.00480544 |
| 91 | TAL1_22897851_ChIP-Seq_JUKARTE6-1_Human | 1.00003868 |
| 92 | PHF8_20622853_ChIP-Seq_HELA_Human | 0.99837136 |
| 93 | AR_21572438_ChIP-Seq_LNCaP_Human | 0.99605702 |
| 94 | VDR_20736230_ChIP-Seq_LYMPHOBLASTOID_Human | 0.96536125 |
| 95 | SUZ12_27294783_Chip-Seq_NPCs_Mouse | 0.95745814 |
| 96 | P53_21459846_ChIP-Seq_SAOS-2_Human | 0.95705863 |
| 97 | CBX2_22325352_ChIP-Seq_293T-Rex_Human | 0.95665692 |
| 98 | FOXH1_21741376_ChIP-Seq_EPCs_Human | 0.95208763 |
| 99 | TCF12/HEB_22897851_ChIP-Seq_JUKARTE6-1_Human | 0.95021513 |
| 100 | BMI1_23680149_ChIP-Seq_NPCS_Mouse | 0.94759183 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | MP0005410_abnormal_fertilization | 5.58987196 |
| 2 | MP0008877_abnormal_DNA_methylation | 3.35298229 |
| 3 | MP0003698_abnormal_male_reproductive | 2.68426297 |
| 4 | MP0003646_muscle_fatigue | 2.54607860 |
| 5 | MP0001929_abnormal_gametogenesis | 2.46222430 |
| 6 | MP0005551_abnormal_eye_electrophysiolog | 2.44347599 |
| 7 | MP0006292_abnormal_olfactory_placode | 2.36937059 |
| 8 | MP0002132_abnormal_respiratory_system | 2.31905245 |
| 9 | MP0001968_abnormal_touch/_nociception | 2.14259639 |
| 10 | MP0005084_abnormal_gallbladder_morpholo | 2.06782350 |
| 11 | MP0005377_hearing/vestibular/ear_phenot | 2.03207287 |
| 12 | MP0003878_abnormal_ear_physiology | 2.03207287 |
| 13 | MP0002653_abnormal_ependyma_morphology | 2.00690776 |
| 14 | MP0002876_abnormal_thyroid_physiology | 1.99885887 |
| 15 | MP0003718_maternal_effect | 1.83220174 |
| 16 | MP0008872_abnormal_physiological_respon | 1.82250441 |
| 17 | MP0005670_abnormal_white_adipose | 1.78675024 |
| 18 | MP0008995_early_reproductive_senescence | 1.76224601 |
| 19 | MP0002736_abnormal_nociception_after | 1.74214798 |
| 20 | MP0000372_irregular_coat_pigmentation | 1.74123639 |
| 21 | MP0001986_abnormal_taste_sensitivity | 1.66447900 |
| 22 | MP0005646_abnormal_pituitary_gland | 1.61798401 |
| 23 | MP0001501_abnormal_sleep_pattern | 1.58996475 |
| 24 | MP0005253_abnormal_eye_physiology | 1.58591315 |
| 25 | MP0002160_abnormal_reproductive_system | 1.54113030 |
| 26 | MP0005083_abnormal_biliary_tract | 1.53230671 |
| 27 | MP0003011_delayed_dark_adaptation | 1.51916626 |
| 28 | MP0001486_abnormal_startle_reflex | 1.50887627 |
| 29 | MP0002234_abnormal_pharynx_morphology | 1.49693764 |
| 30 | MP0002210_abnormal_sex_determination | 1.49231688 |
| 31 | MP0000569_abnormal_digit_pigmentation | 1.46908394 |
| 32 | MP0004147_increased_porphyrin_level | 1.45493524 |
| 33 | MP0005075_abnormal_melanosome_morpholog | 1.43879777 |
| 34 | MP0003787_abnormal_imprinting | 1.43825324 |
| 35 | MP0002254_reproductive_system_inflammat | 1.40919644 |
| 36 | MP0005174_abnormal_tail_pigmentation | 1.38816981 |
| 37 | MP0004484_altered_response_of | 1.35728264 |
| 38 | MP0001984_abnormal_olfaction | 1.35157011 |
| 39 | MP0002837_dystrophic_cardiac_calcinosis | 1.35061624 |
| 40 | MP0002735_abnormal_chemical_nociception | 1.32813586 |
| 41 | MP0001145_abnormal_male_reproductive | 1.32345817 |
| 42 | MP0000653_abnormal_sex_gland | 1.31808662 |
| 43 | MP0002161_abnormal_fertility/fecundity | 1.30886291 |
| 44 | MP0000427_abnormal_hair_cycle | 1.28317246 |
| 45 | MP0005167_abnormal_blood-brain_barrier | 1.26454051 |
| 46 | MP0003880_abnormal_central_pattern | 1.26174304 |
| 47 | MP0009745_abnormal_behavioral_response | 1.24852229 |
| 48 | MP0005645_abnormal_hypothalamus_physiol | 1.20730237 |
| 49 | MP0009046_muscle_twitch | 1.19403665 |
| 50 | MP0002272_abnormal_nervous_system | 1.18214287 |
| 51 | MP0003136_yellow_coat_color | 1.16508657 |
| 52 | MP0005389_reproductive_system_phenotype | 1.15681783 |
| 53 | MP0005379_endocrine/exocrine_gland_phen | 1.13371705 |
| 54 | MP0008058_abnormal_DNA_repair | 1.13354065 |
| 55 | MP0001529_abnormal_vocalization | 1.13274049 |
| 56 | MP0004043_abnormal_pH_regulation | 1.12045623 |
| 57 | MP0002572_abnormal_emotion/affect_behav | 1.10368619 |
| 58 | MP0001485_abnormal_pinna_reflex | 1.09793913 |
| 59 | MP0002102_abnormal_ear_morphology | 1.09119285 |
| 60 | MP0002638_abnormal_pupillary_reflex | 1.08940674 |
| 61 | MP0003195_calcinosis | 1.08928780 |
| 62 | MP0001764_abnormal_homeostasis | 1.08542536 |
| 63 | MP0006072_abnormal_retinal_apoptosis | 1.07477845 |
| 64 | MP0004142_abnormal_muscle_tone | 1.04748493 |
| 65 | MP0002138_abnormal_hepatobiliary_system | 1.03896855 |
| 66 | MP0006276_abnormal_autonomic_nervous | 1.02504128 |
| 67 | MP0000631_abnormal_neuroendocrine_gland | 1.00827309 |
| 68 | MP0002229_neurodegeneration | 0.99850872 |
| 69 | MP0009697_abnormal_copulation | 0.99713325 |
| 70 | MP0002067_abnormal_sensory_capabilities | 0.99306519 |
| 71 | MP0003786_premature_aging | 0.97576113 |
| 72 | MP0000383_abnormal_hair_follicle | 0.94644543 |
| 73 | MP0001765_abnormal_ion_homeostasis | 0.92467131 |
| 74 | MP0005310_abnormal_salivary_gland | 0.90433079 |
| 75 | MP0000678_abnormal_parathyroid_gland | 0.90198838 |
| 76 | MP0003121_genomic_imprinting | 0.90141897 |
| 77 | MP0001970_abnormal_pain_threshold | 0.89037956 |
| 78 | MP0004924_abnormal_behavior | 0.88761466 |
| 79 | MP0005386_behavior/neurological_phenoty | 0.88761466 |
| 80 | MP0002733_abnormal_thermal_nociception | 0.88024809 |
| 81 | MP0004742_abnormal_vestibular_system | 0.87767721 |
| 82 | MP0002557_abnormal_social/conspecific_i | 0.86519536 |
| 83 | MP0005636_abnormal_mineral_homeostasis | 0.84980200 |
| 84 | MP0001348_abnormal_lacrimal_gland | 0.84257770 |
| 85 | MP0008789_abnormal_olfactory_epithelium | 0.84065200 |
| 86 | MP0003635_abnormal_synaptic_transmissio | 0.82891365 |
| 87 | MP0002938_white_spotting | 0.80546656 |
| 88 | MP0001919_abnormal_reproductive_system | 0.80381035 |
| 89 | MP0002095_abnormal_skin_pigmentation | 0.79630263 |
| 90 | MP0001963_abnormal_hearing_physiology | 0.79208915 |
| 91 | MP0001324_abnormal_eye_pigmentation | 0.77937916 |
| 92 | MP0000230_abnormal_systemic_arterial | 0.77884220 |
| 93 | MP0004133_heterotaxia | 0.77062950 |
| 94 | MP0002928_abnormal_bile_duct | 0.76292856 |
| 95 | MP0005423_abnormal_somatic_nervous | 0.73009353 |
| 96 | MP0005395_other_phenotype | 0.72727022 |
| 97 | MP0000955_abnormal_spinal_cord | 0.71390703 |
| 98 | MP0005195_abnormal_posterior_eye | 0.70193847 |
| 99 | MP0002063_abnormal_learning/memory/cond | 0.70067400 |
| 100 | MP0000778_abnormal_nervous_system | 0.69287281 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | Severe visual impairment (HP:0001141) | 5.04735490 |
| 2 | Attenuation of retinal blood vessels (HP:0007843) | 4.49890131 |
| 3 | Nephronophthisis (HP:0000090) | 3.99547299 |
| 4 | Abnormal rod and cone electroretinograms (HP:0008323) | 3.97377396 |
| 5 | Congenital stationary night blindness (HP:0007642) | 3.93538373 |
| 6 | Pancreatic cysts (HP:0001737) | 3.78261513 |
| 7 | Pancreatic fibrosis (HP:0100732) | 3.68711125 |
| 8 | True hermaphroditism (HP:0010459) | 3.48078032 |
| 9 | Abnormality of the renal medulla (HP:0100957) | 3.39975968 |
| 10 | Dynein arm defect of respiratory motile cilia (HP:0012255) | 3.38915968 |
| 11 | Absent/shortened dynein arms (HP:0200106) | 3.38915968 |
| 12 | Chronic hepatic failure (HP:0100626) | 3.33800361 |
| 13 | Abnormality of macular pigmentation (HP:0008002) | 3.32022933 |
| 14 | Bony spicule pigmentary retinopathy (HP:0007737) | 3.30952266 |
| 15 | Tubulointerstitial nephritis (HP:0001970) | 3.26387089 |
| 16 | Abnormality of midbrain morphology (HP:0002418) | 3.11915058 |
| 17 | Molar tooth sign on MRI (HP:0002419) | 3.11915058 |
| 18 | Medial flaring of the eyebrow (HP:0010747) | 2.97608836 |
| 19 | Cerebellar dysplasia (HP:0007033) | 2.88356405 |
| 20 | Abnormal ciliary motility (HP:0012262) | 2.85034698 |
| 21 | Abnormality of B cell number (HP:0010975) | 2.76870461 |
| 22 | Type II lissencephaly (HP:0007260) | 2.70336576 |
| 23 | Abnormal drinking behavior (HP:0030082) | 2.70124297 |
| 24 | Polydipsia (HP:0001959) | 2.70124297 |
| 25 | Progressive cerebellar ataxia (HP:0002073) | 2.65462934 |
| 26 | Hypoplasia of the thymus (HP:0000778) | 2.63027988 |
| 27 | Thyroiditis (HP:0100646) | 2.63018156 |
| 28 | Abnormality of the renal cortex (HP:0011035) | 2.62804775 |
| 29 | Decreased electroretinogram (ERG) amplitude (HP:0000654) | 2.60328526 |
| 30 | Cystic liver disease (HP:0006706) | 2.56202062 |
| 31 | Abnormal respiratory motile cilium physiology (HP:0012261) | 2.56182372 |
| 32 | Gait imbalance (HP:0002141) | 2.55810309 |
| 33 | Decreased central vision (HP:0007663) | 2.48850036 |
| 34 | Nephrogenic diabetes insipidus (HP:0009806) | 2.48335734 |
| 35 | Congenital primary aphakia (HP:0007707) | 2.47710901 |
| 36 | Abnormal respiratory epithelium morphology (HP:0012253) | 2.43627695 |
| 37 | Abnormal respiratory motile cilium morphology (HP:0005938) | 2.43627695 |
| 38 | Severe combined immunodeficiency (HP:0004430) | 2.42358317 |
| 39 | Absent rod-and cone-mediated responses on ERG (HP:0007688) | 2.41531731 |
| 40 | B lymphocytopenia (HP:0010976) | 2.35844111 |
| 41 | Polyuria (HP:0000103) | 2.35435512 |
| 42 | Pendular nystagmus (HP:0012043) | 2.26740260 |
| 43 | Tubular atrophy (HP:0000092) | 2.23872309 |
| 44 | Gaze-evoked nystagmus (HP:0000640) | 2.23068272 |
| 45 | Congenital hepatic fibrosis (HP:0002612) | 2.20686122 |
| 46 | Stomach cancer (HP:0012126) | 2.19890192 |
| 47 | Postaxial foot polydactyly (HP:0001830) | 2.18142131 |
| 48 | Abolished electroretinogram (ERG) (HP:0000550) | 2.18053775 |
| 49 | Genetic anticipation (HP:0003743) | 2.17458839 |
| 50 | Sclerocornea (HP:0000647) | 2.10161361 |
| 51 | Abnormal urine output (HP:0012590) | 2.07942652 |
| 52 | Occipital encephalocele (HP:0002085) | 2.07321936 |
| 53 | Genital tract atresia (HP:0001827) | 2.04985970 |
| 54 | Stage 5 chronic kidney disease (HP:0003774) | 2.04486893 |
| 55 | Aplasia/Hypoplasia of the tongue (HP:0010295) | 2.03457043 |
| 56 | Abnormality of renal excretion (HP:0011036) | 1.98099505 |
| 57 | Tubulointerstitial abnormality (HP:0001969) | 1.96893404 |
| 58 | Macular degeneration (HP:0000608) | 1.96455370 |
| 59 | Tetany (HP:0001281) | 1.96156790 |
| 60 | Vaginal atresia (HP:0000148) | 1.96000411 |
| 61 | Anencephaly (HP:0002323) | 1.95750839 |
| 62 | Hypoproteinemia (HP:0003075) | 1.95689574 |
| 63 | Type I transferrin isoform profile (HP:0003642) | 1.92994652 |
| 64 | Optic nerve hypoplasia (HP:0000609) | 1.92196419 |
| 65 | Lissencephaly (HP:0001339) | 1.91153887 |
| 66 | Abnormality of urine glucose concentration (HP:0011016) | 1.91101947 |
| 67 | Glycosuria (HP:0003076) | 1.91101947 |
| 68 | Scotoma (HP:0000575) | 1.90956549 |
| 69 | Ketosis (HP:0001946) | 1.86988580 |
| 70 | Progressive inability to walk (HP:0002505) | 1.86109995 |
| 71 | Albinism (HP:0001022) | 1.84629274 |
| 72 | Respiratory insufficiency due to defective ciliary clearance (HP:0200073) | 1.83446508 |
| 73 | Amelogenesis imperfecta (HP:0000705) | 1.83049674 |
| 74 | Broad-based gait (HP:0002136) | 1.81860885 |
| 75 | Poor coordination (HP:0002370) | 1.81180765 |
| 76 | Inability to walk (HP:0002540) | 1.80285061 |
| 77 | Abnormality of DNA repair (HP:0003254) | 1.79563090 |
| 78 | Hyperventilation (HP:0002883) | 1.79556765 |
| 79 | Elevated erythrocyte sedimentation rate (HP:0003565) | 1.79194263 |
| 80 | Abnormal protein glycosylation (HP:0012346) | 1.78815897 |
| 81 | Abnormal glycosylation (HP:0012345) | 1.78815897 |
| 82 | Abnormal isoelectric focusing of serum transferrin (HP:0003160) | 1.78815897 |
| 83 | Abnormal protein N-linked glycosylation (HP:0012347) | 1.78815897 |
| 84 | Hypoplastic iliac wings (HP:0002866) | 1.77409427 |
| 85 | Retinitis pigmentosa (HP:0000510) | 1.76160609 |
| 86 | Photophobia (HP:0000613) | 1.76007026 |
| 87 | Constricted visual fields (HP:0001133) | 1.75393638 |
| 88 | Hypoplasia of the fovea (HP:0007750) | 1.74863732 |
| 89 | Aplasia/Hypoplasia of the fovea (HP:0008060) | 1.74863732 |
| 90 | Sloping forehead (HP:0000340) | 1.72852358 |
| 91 | Cone-rod dystrophy (HP:0000548) | 1.72631472 |
| 92 | Renal cortical cysts (HP:0000803) | 1.72487492 |
| 93 | Astigmatism (HP:0000483) | 1.72239874 |
| 94 | Febrile seizures (HP:0002373) | 1.71135433 |
| 95 | Abnormal biliary tract physiology (HP:0012439) | 1.70635089 |
| 96 | Bile duct proliferation (HP:0001408) | 1.70635089 |
| 97 | Aplasia/Hypoplasia of the optic nerve (HP:0008058) | 1.70492265 |
| 98 | Keratoconus (HP:0000563) | 1.69300290 |
| 99 | Increased corneal curvature (HP:0100692) | 1.69300290 |
| 100 | Bulbous nose (HP:0000414) | 1.69213973 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | MAP4K2 | 5.98650027 |
| 2 | FRK | 3.79398736 |
| 3 | INSRR | 3.46007339 |
| 4 | PLK4 | 3.36034046 |
| 5 | TAOK3 | 3.00458154 |
| 6 | WNK4 | 2.89292222 |
| 7 | ZAK | 2.38300271 |
| 8 | PNCK | 2.20415095 |
| 9 | STK39 | 2.12882310 |
| 10 | NUAK1 | 2.03195126 |
| 11 | BCKDK | 2.02395319 |
| 12 | GRK1 | 2.00725242 |
| 13 | PINK1 | 1.99395113 |
| 14 | TNIK | 1.95016146 |
| 15 | OXSR1 | 1.91093111 |
| 16 | ADRBK2 | 1.90693372 |
| 17 | CASK | 1.87674877 |
| 18 | BMPR1B | 1.87233653 |
| 19 | MAP3K4 | 1.71883393 |
| 20 | PLK2 | 1.70799860 |
| 21 | STK38L | 1.67729732 |
| 22 | MAPK13 | 1.63987286 |
| 23 | WNK3 | 1.47750627 |
| 24 | PRKD3 | 1.38506186 |
| 25 | BRD4 | 1.33931026 |
| 26 | ACVR1B | 1.32266005 |
| 27 | BRSK2 | 1.31876547 |
| 28 | STK38 | 1.28455437 |
| 29 | MAPK15 | 1.23692000 |
| 30 | AKT3 | 1.20315179 |
| 31 | TXK | 1.17235298 |
| 32 | DAPK2 | 1.10738728 |
| 33 | PTK2B | 1.03858554 |
| 34 | MAP2K7 | 0.98396030 |
| 35 | NLK | 0.96285223 |
| 36 | CDK19 | 0.95472860 |
| 37 | PIK3CG | 0.90221929 |
| 38 | TNK2 | 0.89023427 |
| 39 | MUSK | 0.83820655 |
| 40 | VRK1 | 0.82053843 |
| 41 | TRIM28 | 0.81060328 |
| 42 | TLK1 | 0.80623588 |
| 43 | PBK | 0.79013394 |
| 44 | PRKCE | 0.77835140 |
| 45 | TEC | 0.76963451 |
| 46 | NTRK3 | 0.74533872 |
| 47 | DYRK2 | 0.69431530 |
| 48 | FLT3 | 0.67242227 |
| 49 | LATS1 | 0.58511868 |
| 50 | PRKCG | 0.56204253 |
| 51 | CDK3 | 0.55849170 |
| 52 | PRKCQ | 0.54783981 |
| 53 | ADRBK1 | 0.52366911 |
| 54 | SGK2 | 0.51740670 |
| 55 | MAP2K6 | 0.50561300 |
| 56 | MAP2K2 | 0.50144069 |
| 57 | TGFBR1 | 0.49441116 |
| 58 | CAMKK2 | 0.48645666 |
| 59 | PAK3 | 0.48321267 |
| 60 | MAP3K6 | 0.47622626 |
| 61 | RPS6KA4 | 0.46714947 |
| 62 | KIT | 0.46148838 |
| 63 | PDK1 | 0.45022960 |
| 64 | CAMK1 | 0.43071852 |
| 65 | SGK494 | 0.43040281 |
| 66 | SGK223 | 0.43040281 |
| 67 | CAMK1G | 0.42020576 |
| 68 | WNK1 | 0.41302206 |
| 69 | MARK1 | 0.38134101 |
| 70 | PDK2 | 0.37629068 |
| 71 | DYRK1A | 0.37549153 |
| 72 | PRKG1 | 0.37277716 |
| 73 | RPS6KA5 | 0.36487182 |
| 74 | EPHA4 | 0.35989085 |
| 75 | MAP2K4 | 0.34367493 |
| 76 | CSNK1G2 | 0.34162838 |
| 77 | MKNK2 | 0.32618581 |
| 78 | ERBB3 | 0.31470907 |
| 79 | PKN1 | 0.30650784 |
| 80 | RPS6KA6 | 0.30606405 |
| 81 | SYK | 0.30294334 |
| 82 | PRKCZ | 0.30279748 |
| 83 | CSNK1G3 | 0.29750896 |
| 84 | PRKCH | 0.29742588 |
| 85 | CSNK1G1 | 0.29680604 |
| 86 | STK11 | 0.28660818 |
| 87 | DYRK3 | 0.28113356 |
| 88 | PLK1 | 0.25701036 |
| 89 | PRKACA | 0.24898624 |
| 90 | WEE1 | 0.24434609 |
| 91 | MARK3 | 0.24045149 |
| 92 | PRKD2 | 0.23942724 |
| 93 | CAMK2A | 0.23177910 |
| 94 | BCR | 0.23138482 |
| 95 | IKBKB | 0.22811594 |
| 96 | ITK | 0.22801770 |
| 97 | MET | 0.21710456 |
| 98 | SGK1 | 0.21168714 |
| 99 | MINK1 | 0.20660691 |
| 100 | PRKCI | 0.20633555 |

| Rank | Gene Set | Z-score |
|---|---|---|
| 1 | Synthesis and degradation of ketone bodies_Homo sapiens_hsa00072 | 4.07267557 |
| 2 | Butanoate metabolism_Homo sapiens_hsa00650 | 2.90647314 |
| 3 | Ubiquinone and other terpenoid-quinone biosynthesis_Homo sapiens_hsa00130 | 2.78782367 |
| 4 | Phototransduction_Homo sapiens_hsa04744 | 2.66802437 |
| 5 | Olfactory transduction_Homo sapiens_hsa04740 | 2.41725113 |
| 6 | Glycosylphosphatidylinositol(GPI)-anchor biosynthesis_Homo sapiens_hsa00563 | 2.37017368 |
| 7 | Fanconi anemia pathway_Homo sapiens_hsa03460 | 2.30927839 |
| 8 | Linoleic acid metabolism_Homo sapiens_hsa00591 | 2.23972307 |
| 9 | Taste transduction_Homo sapiens_hsa04742 | 2.20077060 |
| 10 | Selenocompound metabolism_Homo sapiens_hsa00450 | 2.17280673 |
| 11 | Neuroactive ligand-receptor interaction_Homo sapiens_hsa04080 | 2.17232552 |
| 12 | alpha-Linolenic acid metabolism_Homo sapiens_hsa00592 | 2.11883967 |
| 13 | Valine, leucine and isoleucine degradation_Homo sapiens_hsa00280 | 2.02364749 |
| 14 | Glycosphingolipid biosynthesis - globo series_Homo sapiens_hsa00603 | 1.93936293 |
| 15 | Fatty acid biosynthesis_Homo sapiens_hsa00061 | 1.93704092 |
| 16 | Propanoate metabolism_Homo sapiens_hsa00640 | 1.93010795 |
| 17 | Homologous recombination_Homo sapiens_hsa03440 | 1.88061654 |
| 18 | Taurine and hypotaurine metabolism_Homo sapiens_hsa00430 | 1.86333986 |
| 19 | Primary bile acid biosynthesis_Homo sapiens_hsa00120 | 1.80533844 |
| 20 | Glycosphingolipid biosynthesis - lacto and neolacto series_Homo sapiens_hsa00601 | 1.63984502 |
| 21 | Nitrogen metabolism_Homo sapiens_hsa00910 | 1.61992683 |
| 22 | Nicotine addiction_Homo sapiens_hsa05033 | 1.60364903 |
| 23 | Ether lipid metabolism_Homo sapiens_hsa00565 | 1.59171299 |
| 24 | Glycosphingolipid biosynthesis - ganglio series_Homo sapiens_hsa00604 | 1.54696368 |
| 25 | Peroxisome_Homo sapiens_hsa04146 | 1.50804351 |
| 26 | Maturity onset diabetes of the young_Homo sapiens_hsa04950 | 1.50030084 |
| 27 | ABC transporters_Homo sapiens_hsa02010 | 1.49994801 |
| 28 | RNA degradation_Homo sapiens_hsa03018 | 1.47473871 |
| 29 | Primary immunodeficiency_Homo sapiens_hsa05340 | 1.46216482 |
| 30 | Basal transcription factors_Homo sapiens_hsa03022 | 1.35444709 |
| 31 | Regulation of autophagy_Homo sapiens_hsa04140 | 1.31520276 |
| 32 | Nicotinate and nicotinamide metabolism_Homo sapiens_hsa00760 | 1.28621712 |
| 33 | Non-homologous end-joining_Homo sapiens_hsa03450 | 1.28166026 |
| 34 | Salivary secretion_Homo sapiens_hsa04970 | 1.22715211 |
| 35 | Glycerophospholipid metabolism_Homo sapiens_hsa00564 | 1.21705945 |
| 36 | Retinol metabolism_Homo sapiens_hsa00830 | 1.20036023 |
| 37 | Mucin type O-Glycan biosynthesis_Homo sapiens_hsa00512 | 1.16833584 |
| 38 | Morphine addiction_Homo sapiens_hsa05032 | 1.16195264 |
| 39 | Circadian entrainment_Homo sapiens_hsa04713 | 1.14941682 |
| 40 | Tryptophan metabolism_Homo sapiens_hsa00380 | 1.11514397 |
| 41 | Insulin secretion_Homo sapiens_hsa04911 | 1.11404311 |
| 42 | Calcium signaling pathway_Homo sapiens_hsa04020 | 1.10791786 |
| 43 | Glutamatergic synapse_Homo sapiens_hsa04724 | 1.06666124 |
| 44 | Dorso-ventral axis formation_Homo sapiens_hsa04320 | 1.01224784 |
| 45 | Caffeine metabolism_Homo sapiens_hsa00232 | 0.98283085 |
| 46 | Retrograde endocannabinoid signaling_Homo sapiens_hsa04723 | 0.97748478 |
| 47 | Chemical carcinogenesis_Homo sapiens_hsa05204 | 0.90068774 |
| 48 | Drug metabolism - cytochrome P450_Homo sapiens_hsa00982 | 0.87411661 |
| 49 | Steroid hormone biosynthesis_Homo sapiens_hsa00140 | 0.85848200 |
| 50 | Arachidonic acid metabolism_Homo sapiens_hsa00590 | 0.84469627 |
| 51 | Purine metabolism_Homo sapiens_hsa00230 | 0.83326037 |
| 52 | Terpenoid backbone biosynthesis_Homo sapiens_hsa00900 | 0.83173561 |
| 53 | Serotonergic synapse_Homo sapiens_hsa04726 | 0.80633836 |
| 54 | RNA polymerase_Homo sapiens_hsa03020 | 0.78284883 |
| 55 | RNA transport_Homo sapiens_hsa03013 | 0.77724728 |
| 56 | Type II diabetes mellitus_Homo sapiens_hsa04930 | 0.77140607 |
| 57 | Base excision repair_Homo sapiens_hsa03410 | 0.76775012 |
| 58 | Fatty acid degradation_Homo sapiens_hsa00071 | 0.73753079 |
| 59 | GABAergic synapse_Homo sapiens_hsa04727 | 0.71997533 |
| 60 | beta-Alanine metabolism_Homo sapiens_hsa00410 | 0.68511074 |
| 61 | Fatty acid metabolism_Homo sapiens_hsa01212 | 0.66264658 |
| 62 | Sulfur relay system_Homo sapiens_hsa04122 | 0.65518497 |
| 63 | Fat digestion and absorption_Homo sapiens_hsa04975 | 0.65181578 |
| 64 | cAMP signaling pathway_Homo sapiens_hsa04024 | 0.63588020 |
| 65 | Metabolic pathways_Homo sapiens_hsa01100 | 0.62358111 |
| 66 | Glycerolipid metabolism_Homo sapiens_hsa00561 | 0.61633872 |
| 67 | Aldosterone synthesis and secretion_Homo sapiens_hsa04925 | 0.60266345 |
| 68 | Hedgehog signaling pathway_Homo sapiens_hsa04340 | 0.58036477 |
| 69 | Long-term depression_Homo sapiens_hsa04730 | 0.57727643 |
| 70 | Type I diabetes mellitus_Homo sapiens_hsa04940 | 0.57422709 |
| 71 | Intestinal immune network for IgA production_Homo sapiens_hsa04672 | 0.54360864 |
| 72 | Collecting duct acid secretion_Homo sapiens_hsa04966 | 0.53776935 |
| 73 | Cholinergic synapse_Homo sapiens_hsa04725 | 0.51345648 |
| 74 | Ascorbate and aldarate metabolism_Homo sapiens_hsa00053 | 0.50663241 |
| 75 | Glycine, serine and threonine metabolism_Homo sapiens_hsa00260 | 0.50467767 |
| 76 | Carbohydrate digestion and absorption_Homo sapiens_hsa04973 | 0.50377036 |
| 77 | Sphingolipid metabolism_Homo sapiens_hsa00600 | 0.48670178 |
| 78 | Ovarian steroidogenesis_Homo sapiens_hsa04913 | 0.48017456 |
| 79 | Other types of O-glycan biosynthesis_Homo sapiens_hsa00514 | 0.47592400 |
| 80 | Pancreatic secretion_Homo sapiens_hsa04972 | 0.47342946 |
| 81 | Vascular smooth muscle contraction_Homo sapiens_hsa04270 | 0.46829208 |
| 82 | Progesterone-mediated oocyte maturation_Homo sapiens_hsa04914 | 0.45782674 |
| 83 | Metabolism of xenobiotics by cytochrome P450_Homo sapiens_hsa00980 | 0.45545224 |
| 84 | Glycosaminoglycan biosynthesis - keratan sulfate_Homo sapiens_hsa00533 | 0.45150260 |
| 85 | Circadian rhythm_Homo sapiens_hsa04710 | 0.44388134 |
| 86 | Arginine and proline metabolism_Homo sapiens_hsa00330 | 0.43690849 |
| 87 | Renin secretion_Homo sapiens_hsa04924 | 0.41259281 |
| 88 | Cysteine and methionine metabolism_Homo sapiens_hsa00270 | 0.38543819 |
| 89 | NOD-like receptor signaling pathway_Homo sapiens_hsa04621 | 0.37147653 |
| 90 | Pyrimidine metabolism_Homo sapiens_hsa00240 | 0.35803527 |
| 91 | Oocyte meiosis_Homo sapiens_hsa04114 | 0.35392866 |
| 92 | Dopaminergic synapse_Homo sapiens_hsa04728 | 0.34837217 |
| 93 | Pantothenate and CoA biosynthesis_Homo sapiens_hsa00770 | 0.31472362 |
| 94 | Huntingtons disease_Homo sapiens_hsa05016 | 0.29926360 |
| 95 | Porphyrin and chlorophyll metabolism_Homo sapiens_hsa00860 | 0.29564162 |
| 96 | Lysine degradation_Homo sapiens_hsa00310 | 0.28955170 |
| 97 | Transcriptional misregulation in cancer_Homo sapiens_hsa05202 | 0.28613355 |
| 98 | Vitamin B6 metabolism_Homo sapiens_hsa00750 | 0.27565003 |
| 99 | Oxidative phosphorylation_Homo sapiens_hsa00190 | 0.27430359 |
| 100 | Graft-versus-host disease_Homo sapiens_hsa05332 | 0.27054477 |

