Mood disorder
diseaseOn this page
Also known as episodic mood disorder
Summary
Mood disorder (MONDO:0005371) is a disease (an umbrella term covering 5 Mondo subtypes) with 65 cohort genes (275 GWAS associations across 29 studies) and 285 clinical trials. Top therapeutic interventions include brexpiprazole, prucalopride, and valproic acid.
At a glance
- Umbrella term: 5 Mondo subtypes
- Cohort genes: 65
- GWAS associations: 275
- Clinical trials: 285
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | mood disorder |
| Mondo ID | MONDO:0005371 |
| EFO | EFO:0004247 |
| MeSH | D019964 |
| DOID | DOID:3324 |
| ICD-10-CM | F30-F39 |
| NCIT | C92200 |
| SNOMED CT | 46206005 |
| UMLS | C0525045 |
| MedGen | 99866 |
| Is cancer (heuristic) | no |
Also known as: episodic mood disorder
Data availability: 275 GWAS associations (29 studies).
Disease family
An umbrella term covering 5 Mondo subtypes.
Classification path: disease › human disease › disease by developmental or physiological process › psychiatric disorder › mental disorder › mood disorder
Related subtypes (13): akinetopsia, cortical deafness, pain agnosia, tactile agnosia, visual agnosia, psychosexual disorder, drug-induced mental disorder, alcohol-induced mental disorder, adjustment disorder, psychotic disorder, developmental disorder of mental health, anxiety disorder, disruptive behavior disorder
Subtypes (5): dysthymic disorder, atypical depressive disorder, depressive disorder, cyclothymic disorder, bipolar disorder
Genetics & variants
GWAS landscape
275 GWAS associations across 29 studies. Top hits map to 23 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|---|---|---|---|
| rs62057061 | 2e-22 | LINC02210-CRHR1 | G | 0.03 |
| chr11:113377488 | 8e-22 | C | 0.04 | |
| rs199505 | 1e-18 | WNT3 | ? | 0.02 |
| rs190783615 | 2e-17 | RNA5SP516 - SPANXN4 | ? | 15.18 |
| rs599550 | 4e-17 | TCF4 | ? | 0.03 |
| rs1560312 | 1e-16 | MAPT | ? | 0.02 |
| chr7:2074122 | 1e-16 | A | 0.04 | |
| chr14:42143231 | 1e-14 | A | 0.03 | |
| chr1:73736562 | 2e-14 | G | 0.03 | |
| rs4936271 | 2e-14 | DRD2 | T | 0.04 |
| chr11:28625357 | 5e-14 | A | 0.04 | |
| rs11039149 | 6e-14 | NR1H3 | G | 0.02 |
| rs17781288 | 1e-13 | LRFN5-DT | C | 0.03 |
| rs7107356 | 2e-13 | MTCH2 - AGBL2 | ? | 0.02 |
| rs35738585 | 2e-13 | DRD2 - TMPRSS5 | ? | 0.02 |
| chr6:152225383 | 2e-13 | T | 0.04 | |
| rs10156548 | 3e-13 | LINC03142 | G | 0.02 |
| rs34186148 | 7e-13 | LINC02210-CRHR1 | ? | 0.02 |
| rs4800995 | 7e-13 | TCF4 - LINC01415 | ? | 0.02 |
| rs8067056 | 1e-12 | MAPT | ? | 0.02 |
| chr3:49236439 | 1e-12 | T | 0.03 | |
| rs12967855 | 2e-12 | CELF4 | A | 0.02 |
| rs17487484 | 2e-12 | DCC | T | 0.02 |
| chr18:50552965 | 3e-12 | A | 0.03 | |
| rs2678670 | 4e-12 | CAPZBP1 - LINC01965 | A | 0.03 |
| rs1055447 | 6e-12 | ARFGAP2 | ? | 0.02 |
| rs1261070 | 6e-12 | TCF4 | ? | 0.03 |
| rs611439 | 6e-12 | TCF4 | ? | 0.03 |
| rs1533827 | 6e-12 | MAD1L1 | C | 0.04 |
| chr9:140258802 | 7e-12 | G | 0.05 |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|---|---|---|---|---|
| GCST90476510 | Verma A | 2024 | 191,200 | 234,387 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90480751 | Verma A | 2024 | 65,347 | 48,451 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90481736 | Verma A | 2024 | 65,347 | 48,451 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST007777 | Schork AJ | 2019 | 46,008 | 19,526 | A genome-wide association study of shared risk across psychiatric disorders implicates gene regulation during fetal neurodevelopment. |
| GCST90481734 | Verma A | 2024 | 31,196 | 24,578 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90435857 | Zhou W | 2018 | 12,560 | 365,476 | Efficiently controlling for case-control imbalance and sample relatedness in large-scale genetic association studies. |
| GCST003813 | Li QS | 2016 | 7,795 | 191,173 | Analysis of 23andMe antidepressant efficacy survey data: implication of circadian rhythm and neuroplasticity in bupropion response. |
| GCST000570 | McMahon FJ | 2010 | 6,686 | 9,068 | Meta-analysis of genome-wide association data identifies a risk locus for major mood disorders on 3p21.1. |
| GCST003809 | Li QS | 2016 | 6,348 | 191,357 | Analysis of 23andMe antidepressant efficacy survey data: implication of circadian rhythm and neuroplasticity in bupropion response. |
| GCST90708783 | Antonsdottir IM | 2024 | 5,606 | 4,382 | Genetic associations with psychosis and affective disturbance in Alzheimer’s disease. |
Variant details and genetic-evidence tiers
Tier distribution (top 50 variants)
| Tier | Variants |
|---|---|
| Tier 1: coding | 0 |
| Tier 2: splice/UTR | 1 |
| Tier 3: regulatory | 1 |
| Tier 4: intronic/intergenic | 48 |
MAF distribution
| Bucket | Variants |
|---|---|
| common (>=0.05) | 49 |
| low_freq (0.01-0.05) | 0 |
| rare (<0.01) | 0 |
| unknown | 1 |
Functional consequences
| Consequence | Count |
|---|---|
| intron_variant | 31 |
| unknown | 11 |
| intergenic_variant | 5 |
| 3_prime_UTR_variant | 1 |
| non_coding_transcript_exon_variant | 1 |
| regulatory_region_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|---|---|---|---|---|---|---|---|
| rs62057061 | 17 | 45779273 | C>G | 0.05 | intron_variant | LINC02210-CRHR1 | 2e-22 | Tier 4: intronic/intergenic |
| chr11:113377488 | 0.365 | 8e-22 | Tier 4: intronic/intergenic | |||||
| rs199505 | 17 | 46782044 | A>C,G,T | 0.05 | intron_variant | WNT3 | 1e-18 | Tier 4: intronic/intergenic |
| rs190783615 | X | 142772620 | T>C | intergenic_variant | RNA5SP516 - SPANXN4 | 2e-17 | Tier 4: intronic/intergenic | |
| rs599550 | 18 | 55585157 | G>A,T | 0.05 | intron_variant | TCF4 | 4e-17 | Tier 4: intronic/intergenic |
| rs1560312 | 17 | 45901622 | A>G | 0.05 | intron_variant | MAPT | 1e-16 | Tier 4: intronic/intergenic |
| chr7:2074122 | 0.198 | 1e-16 | Tier 4: intronic/intergenic | |||||
| chr14:42143231 | 0.477 | 1e-14 | Tier 4: intronic/intergenic | |||||
| chr1:73736562 | 0.486 | 2e-14 | Tier 4: intronic/intergenic | |||||
| rs4936271 | 11 | 113447983 | T>C | 0.488 | intron_variant | DRD2 | 2e-14 | Tier 4: intronic/intergenic |
| chr11:28625357 | 0.375 | 5e-14 | Tier 4: intronic/intergenic | |||||
| rs11039149 | 11 | 47255124 | A>G | 0.05 | intron_variant | NR1H3 | 6e-14 | Tier 4: intronic/intergenic |
| rs17781288 | 14 | 41603205 | C>G | 0.424 | intron_variant | LRFN5-DT | 1e-13 | Tier 4: intronic/intergenic |
| rs7107356 | 11 | 47654618 | A>G,T | 0.05 | intergenic_variant | MTCH2 - AGBL2 | 2e-13 | Tier 4: intronic/intergenic |
| rs35738585 | 11 | 113515625 | T>G | 0.05 | intergenic_variant | DRD2 - TMPRSS5 | 2e-13 | Tier 4: intronic/intergenic |
| chr6:152225383 | 0.358 | 2e-13 | Tier 4: intronic/intergenic | |||||
| rs10156548 | 9 | 23318435 | G>A,C,T | 0.05 | intron_variant | LINC03142 | 3e-13 | Tier 4: intronic/intergenic |
| rs34186148 | 17 | 45777289 | G>A,C,T | 0.05 | intron_variant | LINC02210-CRHR1 | 7e-13 | Tier 4: intronic/intergenic |
| rs4800995 | 18 | 55748146 | G>A,C | 0.05 | intron_variant | TCF4 - LINC01415 | 7e-13 | Tier 4: intronic/intergenic |
| rs8067056 | 17 | 46006582 | T>A,C,G | 0.05 | intron_variant | MAPT | 1e-12 | Tier 4: intronic/intergenic |
| chr3:49236439 | 0.281 | 1e-12 | Tier 4: intronic/intergenic | |||||
| rs12967855 | 18 | 37558282 | A>C,G,T | 0.05 | intron_variant | CELF4 | 2e-12 | Tier 4: intronic/intergenic |
| rs17487484 | 18 | 53196913 | T>A,G | 0.05 | intron_variant | DCC | 2e-12 | Tier 4: intronic/intergenic |
| chr18:50552965 | 0.422 | 3e-12 | Tier 4: intronic/intergenic | |||||
| rs2678670 | 2 | 103853106 | A>T | 0.494 | intron_variant | CAPZBP1 - LINC01965 | 4e-12 | Tier 4: intronic/intergenic |
| rs1055447 | 11 | 47164873 | C>A,T | 0.05 | 3_prime_UTR_variant | ARFGAP2 | 6e-12 | Tier 2: splice/UTR |
| rs1261070 | 18 | 55235854 | A>G | 0.05 | intron_variant | TCF4 | 6e-12 | Tier 4: intronic/intergenic |
| rs611439 | 18 | 55537633 | C>A,G,T | 0.05 | intron_variant | TCF4 | 6e-12 | Tier 4: intronic/intergenic |
| rs1533827 | 7 | 2034655 | C>G,T | 0.166 | intron_variant | MAD1L1 | 6e-12 | Tier 4: intronic/intergenic |
| chr9:140258802 | 0.119 | 7e-12 | Tier 4: intronic/intergenic |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 31 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| SCN8A | Orphanet:178469 | Autosomal dominant non-syndromic intellectual disability |
| SCN8A | Orphanet:306 | Self-limited infantile epilepsy |
| SCN8A | Orphanet:352582 | Familial infantile myoclonic epilepsy |
| SCN8A | Orphanet:442835 | Non-specific early-onset epileptic encephalopathy |
| SORL1 | Orphanet:1020 | Early-onset autosomal dominant Alzheimer disease |
| POT1 | Orphanet:251627 | Oligodendroglioma |
| POT1 | Orphanet:251630 | Anaplastic oligodendroglioma |
| POT1 | Orphanet:618 | Familial melanoma |
| POT1 | Orphanet:67038 | B-cell chronic lymphocytic leukemia |
| FANCL | Orphanet:84 | Fanconi anemia |
| AGK | Orphanet:1369 | Congenital cataract-hypertrophic cardiomyopathy-mitochondrial myopathy syndrome |
| AGK | Orphanet:98994 | Total early-onset cataract |
| CUL3 | Orphanet:300530 | Pseudohypoaldosteronism type 2E |
| CUL3 | Orphanet:528084 | Non-specific syndromic intellectual disability |
| BPNT2 | Orphanet:280586 | Chondrodysplasia with joint dislocations, gPAPP type |
| PBRM1 | Orphanet:404511 | Clear cell papillary renal cell carcinoma |
| ERG | Orphanet:319 | Skeletal Ewing sarcoma |
| ERG | Orphanet:370334 | Extraskeletal Ewing sarcoma |
| FLRT3 | Orphanet:478 | Kallmann syndrome |
| FOXC1 | Orphanet:250923 | Isolated aniridia |
| FOXC1 | Orphanet:708 | Peters anomaly |
| FOXC1 | Orphanet:782 | Axenfeld-Rieger syndrome |
| FOXC1 | Orphanet:91483 | Rieger anomaly |
| FOXC1 | Orphanet:98978 | Axenfeld anomaly |
| FYB1 | Orphanet:566192 | Congenital autosomal recessive small-platelet thrombocytopenia |
| HCN1 | Orphanet:36387 | Genetic epilepsy with febrile seizure plus |
| HCN1 | Orphanet:442835 | Non-specific early-onset epileptic encephalopathy |
| TNC | Orphanet:90635 | Rare autosomal dominant non-syndromic sensorineural deafness type DFNA |
| MYT1L | Orphanet:647799 | MYT1L-related developmental delay-intellectual disability-obesity syndrome |
| MYT1L | Orphanet:699850 | 2p25.3 microduplication syndrome |
| NT5C2 | Orphanet:320396 | Autosomal recessive spastic paraplegia type 45 |
Cohort genes → proteins
65 cohort genes, 65 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| gwas_only | 65 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| RPLP1 | HGNC:10372 | ENSG00000137818 | P05386 | Large ribosomal subunit protein P1 | gwas |
| SCN8A | HGNC:10596 | ENSG00000196876 | Q9UQD0 | Sodium channel protein type 8 subunit alpha | gwas |
| SLC24A3 | HGNC:10977 | ENSG00000185052 | Q9HC58 | Sodium/potassium/calcium exchanger 3 | gwas |
| SLC4A8 | HGNC:11034 | ENSG00000050438 | Q2Y0W8 | Electroneutral sodium bicarbonate exchanger 1 | gwas |
| SNCAIP | HGNC:11139 | ENSG00000064692 | Q9Y6H5 | Synphilin-1 | gwas |
| SORL1 | HGNC:11185 | ENSG00000137642 | Q92673 | Sortilin-related receptor | gwas |
| TAF1B | HGNC:11533 | ENSG00000115750 | Q53T94 | TATA box-binding protein-associated factor RNA polymerase I subunit B | gwas |
| TLE3 | HGNC:11839 | ENSG00000140332 | Q04726 | Transducin-like enhancer protein 3 | gwas |
| EIPR1 | HGNC:12383 | ENSG00000032389 | Q53HC9 | EARP and GARP complex-interacting protein 1 | gwas |
| UBE2H | HGNC:12484 | ENSG00000186591 | P62256 | Ubiquitin-conjugating enzyme E2 H | gwas |
| YWHAQ | HGNC:12854 | ENSG00000134308 | P27348 | 14-3-3 protein theta | gwas |
| MAGEC2 | HGNC:13574 | ENSG00000046774 | Q9UBF1 | Melanoma-associated antigen C2 | gwas |
| RASGRP3 | HGNC:14545 | ENSG00000152689 | Q8IV61 | Ras guanyl-releasing protein 3 | gwas |
| ZHX3 | HGNC:15935 | ENSG00000174306 | Q9H4I2 | Zinc fingers and homeoboxes protein 3 | gwas |
| NAV3 | HGNC:15998 | ENSG00000067798 | Q8IVL0 | Neuron navigator 3 | gwas |
| SCP2D1-AS1 | HGNC:16210 | ENSG00000149443 | Q9BR46 | Putative uncharacterized protein SCP2D1-AS1 | gwas |
| BHLHE41 | HGNC:16617 | ENSG00000123095 | Q9C0J9 | Class E basic helix-loop-helix protein 41 | gwas |
| POT1 | HGNC:17284 | ENSG00000128513 | Q9NUX5 | Protection of telomeres protein 1 | gwas |
| CDH19 | HGNC:1758 | ENSG00000071991 | Q9H159 | Cadherin-19 | gwas |
| CDH8 | HGNC:1767 | ENSG00000150394 | P55286 | Cadherin-8 | gwas |
| DSEL | HGNC:18144 | ENSG00000171451 | Q8IZU8 | Dermatan-sulfate epimerase-like protein | gwas |
| ERRFI1 | HGNC:18185 | ENSG00000116285 | Q9UJM3 | ERBB receptor feedback inhibitor 1 | gwas |
| PIWIL4 | HGNC:18444 | ENSG00000134627 | Q7Z3Z4 | Piwi-like protein 4 | gwas |
| DCLK2 | HGNC:19002 | ENSG00000170390 | Q8N568 | Serine/threonine-protein kinase DCLK2 | gwas |
| FANCL | HGNC:20748 | ENSG00000115392 | Q9NW38 | E3 ubiquitin-protein ligase FANCL | gwas |
| LINC02901 | HGNC:21179 | ENSG00000203711 | Q4VX62 | Putative uncharacterized protein LINC02901 | gwas |
| FSTL4 | HGNC:21389 | ENSG00000053108 | Q6MZW2 | Follistatin-related protein 4 | gwas |
| AGK | HGNC:21869 | ENSG00000006530 | Q53H12 | Acylglycerol kinase, mitochondrial | gwas |
| ADAMTS6 | HGNC:222 | ENSG00000049192 | Q9UKP5 | A disintegrin and metalloproteinase with thrombospondin motifs 6 | gwas |
| BRINP3 | HGNC:22393 | ENSG00000162670 | Q76B58 | BMP/retinoic acid-inducible neural-specific protein 3 | gwas |
| CORO1B | HGNC:2253 | ENSG00000172725 | Q9BR76 | Coronin-1B | gwas |
| ENPP6 | HGNC:23409 | ENSG00000164303 | Q6UWR7 | Glycerophosphocholine cholinephosphodiesterase ENPP6 | gwas |
| DOCK10 | HGNC:23479 | ENSG00000135905 | Q96BY6 | Dedicator of cytokinesis protein 10 | gwas |
| GPR152 | HGNC:23622 | ENSG00000175514 | Q8TDT2 | Probable G-protein coupled receptor 152 | gwas |
| RASL11B | HGNC:23804 | ENSG00000128045 | Q9BPW5 | Ras-like protein family member 11B | gwas |
| E2F7 | HGNC:23820 | ENSG00000165891 | Q96AV8 | Transcription factor E2F7 | gwas |
| CSE1L | HGNC:2431 | ENSG00000124207 | P55060 | Exportin-2 | gwas |
| FAM98A | HGNC:24520 | ENSG00000119812 | Q8NCA5 | Protein FAM98A | gwas |
| MICAL2 | HGNC:24693 | ENSG00000133816 | O94851 | [F-actin]-monooxygenase MICAL2 | gwas |
| CSTF3 | HGNC:2485 | ENSG00000176102 | Q12996 | Cleavage stimulation factor subunit 3 | gwas |
| STOX2 | HGNC:25450 | ENSG00000173320 | Q9P2F5 | Storkhead-box protein 2 | gwas |
| NDC1 | HGNC:25525 | ENSG00000058804 | Q9BTX1 | Nucleoporin NDC1 | gwas |
| CUL3 | HGNC:2553 | ENSG00000036257 | Q13618 | Cullin-3 | gwas |
| BPNT2 | HGNC:26019 | ENSG00000104331 | Q9NX62 | Golgi-resident adenosine 3’,5’-bisphosphate 3’-phosphatase | gwas |
| DGKG | HGNC:2853 | ENSG00000058866 | P49619 | Diacylglycerol kinase gamma | gwas |
| DKK3 | HGNC:2893 | ENSG00000050165 | Q9UBP4 | Dickkopf-related protein 3 | gwas |
| KAZN | HGNC:29173 | ENSG00000189337 | Q674X7 | Kazrin | gwas |
| NLK | HGNC:29858 | ENSG00000087095 | Q9UBE8 | Serine/threonine-protein kinase NLK | gwas |
| PBRM1 | HGNC:30064 | ENSG00000163939 | Q86U86 | Protein polybromo-1 | gwas |
| SPANXN4 | HGNC:33177 | ENSG00000189326 | Q5MJ08 | Sperm protein associated with the nucleus on the X chromosome N4 | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| RPLP1 | Large ribosomal subunit protein P1 | Plays an important role in the elongation step of protein synthesis. |
| SCN8A | Sodium channel protein type 8 subunit alpha | Pore-forming subunit of a voltage-gated sodium channel complex assuming opened or closed conformations in response to the voltage difference across membranes and through which sodium ions selectively pass along their electrochemical gradie… |
| SLC24A3 | Sodium/potassium/calcium exchanger 3 | Calcium, potassium:sodium antiporter that transports 1 Ca(2+) and 1 K(+) in exchange for 4 Na(+). |
| SLC4A8 | Electroneutral sodium bicarbonate exchanger 1 | Mediates electroneutral sodium- and carbonate-dependent chloride-HCO3(-) exchange with a Na(+):HCO3(-) stoichiometry of 2:1. |
| SNCAIP | Synphilin-1 | Isoform 2 inhibits the ubiquitin ligase activity of SIAH1 and inhibits proteasomal degradation of target proteins. |
| SORL1 | Sortilin-related receptor | Sorting receptor that directs several proteins to their correct location within the cell. |
| TAF1B | TATA box-binding protein-associated factor RNA polymerase I subunit B | Component of RNA polymerase I core factor complex that acts as a GTF2B/TFIIB-like factor and plays a key role in multiple steps during transcription initiation such as pre-initiation complex (PIC) assembly and postpolymerase recruitment ev… |
| TLE3 | Transducin-like enhancer protein 3 | Transcriptional coregulator that binds to a number of transcription factors. |
| EIPR1 | EARP and GARP complex-interacting protein 1 | Acts as a component of endosomal retrieval machinery that is involved in protein transport from early endosomes to either recycling endosomes or the trans-Golgi network. |
| UBE2H | Ubiquitin-conjugating enzyme E2 H | Accepts ubiquitin from the E1 complex and catalyzes its covalent attachment to other proteins. |
| YWHAQ | 14-3-3 protein theta | Adapter protein implicated in the regulation of a large spectrum of both general and specialized signaling pathways. |
| MAGEC2 | Melanoma-associated antigen C2 | Proposed to enhance ubiquitin ligase activity of RING-type zinc finger-containing E3 ubiquitin-protein ligases. |
| RASGRP3 | Ras guanyl-releasing protein 3 | Guanine nucleotide exchange factor (GEF) for Ras and Rap1. |
| ZHX3 | Zinc fingers and homeoboxes protein 3 | Acts as a transcriptional repressor. |
| NAV3 | Neuron navigator 3 | Is involved in microtubule cytoskeleton organization and plays a role in cell migration. |
| BHLHE41 | Class E basic helix-loop-helix protein 41 | Transcriptional repressor involved in the regulation of the circadian rhythm by negatively regulating the activity of the clock genes and clock-controlled genes. |
| POT1 | Protection of telomeres protein 1 | Component of the telomerase ribonucleoprotein (RNP) complex that is essential for the replication of chromosome termini. |
| CDH19 | Cadherin-19 | Cadherins are calcium-dependent cell adhesion proteins. |
| CDH8 | Cadherin-8 | Cadherins are calcium-dependent cell adhesion proteins. |
| ERRFI1 | ERBB receptor feedback inhibitor 1 | Negative regulator of EGFR signaling in skin morphogenesis. |
| PIWIL4 | Piwi-like protein 4 | Plays a central role during spermatogenesis by repressing transposable elements and preventing their mobilization, which is essential for the germline integrity. |
| DCLK2 | Serine/threonine-protein kinase DCLK2 | Protein kinase with a significantly reduced C(a2+)/CAM affinity and dependence compared to other members of the CaMK family. |
| FANCL | E3 ubiquitin-protein ligase FANCL | Ubiquitin ligase protein that mediates monoubiquitination of FANCD2 in the presence of UBE2T, a key step in the DNA damage pathway. |
| AGK | Acylglycerol kinase, mitochondrial | Lipid kinase that can phosphorylate both monoacylglycerol and diacylglycerol to form lysophosphatidic acid (LPA) and phosphatidic acid (PA), respectively. |
| BRINP3 | BMP/retinoic acid-inducible neural-specific protein 3 | Inhibits neuronal cell proliferation by negative regulation of the cell cycle transition. |
| CORO1B | Coronin-1B | Regulates leading edge dynamics and cell motility in fibroblasts. |
| ENPP6 | Glycerophosphocholine cholinephosphodiesterase ENPP6 | Choline-specific glycerophosphodiesterase that hydrolyzes glycerophosphocholine (GPC) and lysophosphatidylcholine (LPC) and contributes to supplying choline to the cells. |
| DOCK10 | Dedicator of cytokinesis protein 10 | Guanine nucleotide-exchange factor (GEF) that activates CDC42 and RAC1 by exchanging bound GDP for free GTP. |
| GPR152 | Probable G-protein coupled receptor 152 | Orphan receptor. |
| E2F7 | Transcription factor E2F7 | Atypical E2F transcription factor that participates in various processes such as angiogenesis, polyploidization of specialized cells and DNA damage response. |
| CSE1L | Exportin-2 | Export receptor for importin-alpha. |
| FAM98A | Protein FAM98A | Positively stimulates PRMT1-induced protein arginine methylation. |
| MICAL2 | [F-actin]-monooxygenase MICAL2 | Methionine monooxygenase that promotes depolymerization of F-actin by mediating oxidation of residues ‘Met-44’ and ‘Met-47’ on actin to form methionine-sulfoxide, resulting in actin filament disassembly and preventing repolymerization. |
| CSTF3 | Cleavage stimulation factor subunit 3 | One of the multiple factors required for polyadenylation and 3’-end cleavage of mammalian pre-mRNAs. |
| NDC1 | Nucleoporin NDC1 | Component of the nuclear pore complex (NPC), which plays a key role in de novo assembly and insertion of NPC in the nuclear envelope. |
| CUL3 | Cullin-3 | Core component of multiple cullin-RING-based BCR (BTB-CUL3-RBX1) E3 ubiquitin-protein ligase complexes which mediate the ubiquitination and subsequent proteasomal degradation of target proteins. |
| BPNT2 | Golgi-resident adenosine 3’,5’-bisphosphate 3’-phosphatase | Exhibits 3’-nucleotidase activity toward adenosine 3’,5’-bisphosphate (PAP), namely hydrolyzes adenosine 3’,5’-bisphosphate into adenosine 5’-monophosphate (AMP) and a phosphate. |
| DGKG | Diacylglycerol kinase gamma | Diacylglycerol kinase that converts diacylglycerol/DAG into phosphatidic acid/phosphatidate/PA and regulates the respective levels of these two bioactive lipids. |
| DKK3 | Dickkopf-related protein 3 | Antagonizes canonical Wnt signaling by inhibiting LRP5/6 interaction with Wnt and by forming a ternary complex with the transmembrane protein KREMEN that promotes internalization of LRP5/6. |
| KAZN | Kazrin | Component of the cornified envelope of keratinocytes. |
| NLK | Serine/threonine-protein kinase NLK | Serine/threonine-protein kinase that regulates a number of transcription factors with key roles in cell fate determination. |
| PBRM1 | Protein polybromo-1 | Involved in transcriptional activation and repression of select genes by chromatin remodeling (alteration of DNA-nucleosome topology). |
| ERG | Transcriptional regulator ERG | Transcriptional regulator. |
| FLRT3 | Leucine-rich repeat transmembrane protein FLRT3 | Functions in cell-cell adhesion, cell migration and axon guidance, exerting an attractive or repulsive role depending on its interaction partners. |
| FOXC1 | Forkhead box protein C1 | DNA-binding transcriptional factor that plays a role in a broad range of cellular and developmental processes such as eye, bones, cardiovascular, kidney and skin development. |
| FOXF2 | Forkhead box protein F2 | Probable transcription activator for a number of lung-specific genes. |
| FYB1 | FYN-binding protein 1 | Acts as an adapter protein of the FYN and LCP2 signaling cascades in T-cells. |
| ERVMER34-1 | Endogenous retroviral envelope protein HEMO | Endogenous envelope proteins originate from retroviral envelope proteins, which mediate receptor recognition and membrane fusion during early infection. |
| GRM8 | Metabotropic glutamate receptor 8 | G-protein coupled receptor for glutamate. |
| HCN1 | Potassium/sodium hyperpolarization-activated cyclic nucleotide-gated channel 1 | Hyperpolarization-activated ion channel that are permeable to sodium and potassium ions. |
Protein-family classification
Druggable: 22 · Difficult: 15 · Unknown: 28 · Druggable fraction: 0.34
Family distribution
Cohort families vs a genome-wide background (hypergeometric, BH-FDR; fold = observed/expected). Counts kept; sorted by enrichment, so the catch-all Other/Unknown bucket no longer leads.
| Family | Genes | Fold | FDR |
|---|---|---|---|
| Ion channel | 3 | 5.2× | 0.227 |
| Phosphatase | 3 | 3.9× | 0.234 |
| Kinase | 5 | 2.1× | 0.312 |
| Complement | 1 | 4.1× | 0.396 |
| Antibody/Immunoglobulin | 4 | 1.8× | 0.396 |
| Scaffold/PPI | 6 | 1.6× | 0.396 |
| Transcription factor | 9 | 1.1× | 0.610 |
| Other/Unknown | 28 | 0.8× | 0.986 |
| GPCR | 2 | 0.7× | 0.986 |
| Protease | 1 | 0.6× | 0.986 |
| Enzyme (other) | 3 | 0.6× | 0.986 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| RPLP1 | Other/Unknown | no | Ribosomal_P1/P2, P1/P2_N_sf | |
| SCN8A | Ion channel | yes | IQ_motif_EF-hand-BS, Na_channel_asu, Ion_trans_dom | |
| SLC24A3 | Other/Unknown | no | K/Na/Ca-exchanger, NaCa_Exmemb, NCX_ion-bd_dom_sf | |
| SLC4A8 | Other/Unknown | no | HCO3_transpt_euk, Na/HCO3_transpt, HCO3_transpt-like_TM_dom | |
| SNCAIP | Scaffold/PPI | no | Ankyrin_rpt, SNCAIP_SNCA-bd, Ankyrin_rpt-contain_sf | |
| SORL1 | Antibody/Immunoglobulin | yes | LDLR_classB_rpt, LDrepeatLR_classA_rpt, FN3_dom | |
| TAF1B | Transcription factor | no | TF_Rrn7_Zf, TAF1B/Rrn7, Rrn7_cyclin_C | |
| TLE3 | Scaffold/PPI | no | WD40_rpt, Groucho/TLE_N, Groucho_enhance | |
| EIPR1 | Scaffold/PPI | no | WD40_rpt, WD40/YVTN_repeat-like_dom_sf, WD40_repeat_CS | |
| UBE2H | Enzyme (other) | yes | 2.3.2.23 | UBC, UBQ-conjugating_enzyme/RWD, UBQ-conjugating_AS |
| YWHAQ | Other/Unknown | no | 14-3-3, 14-3-3_CS, 14-3-3_domain | |
| MAGEC2 | Other/Unknown | no | MHD_dom, MAGE, MAGE_WH1 | |
| RASGRP3 | Other/Unknown | no | Ras-like_Gua-exchang_fac_N, RASGEF_cat_dom, EF_hand_dom | |
| ZHX3 | Transcription factor | no | HD, Homeodomain-like_sf, Znf_C2H2_type | |
| NAV3 | Other/Unknown | no | CH_dom, AAA+_ATPase, ATPase_AAA_core | |
| SCP2D1-AS1 | Other/Unknown | no | ||
| BHLHE41 | Transcription factor | no | Orange_dom, bHLH_dom, HLH_DNA-bd_sf | |
| POT1 | Other/Unknown | no | Telomer_end-bd_POT1/Cdc13, NA-bd_OB-fold, POT1 | |
| CDH19 | Other/Unknown | no | Cadherin_Y-type_LIR, Cadherin-like_dom, Cadherin-like_sf | |
| CDH8 | Other/Unknown | no | Cadherin_Y-type_LIR, Cadherin-like_dom, Cadherin-like_sf | |
| DSEL | Enzyme (other) | yes | 5.1.3.19 | Sulfotransferase_dom, Chondroitin_lyas, P-loop_NTPase |
| ERRFI1 | Kinase | yes | Cdc42-bd-like, EGFR_SigReg_Kinase | |
| PIWIL4 | Other/Unknown | no | PAZ_dom, Piwi, RNaseH-like_sf | |
| DCLK2 | Kinase | yes | Prot_kinase_dom, Doublecortin_dom, Ser/Thr_kinase_AS | |
| FANCL | Transcription factor | no | 2.3.2.27 | Znf_RING/FYVE/PHD, UBQ-conjugating_enzyme/RWD, FancL_WD-rpt_cont_dom |
| LINC02901 | Other/Unknown | no | ||
| FSTL4 | Antibody/Immunoglobulin | yes | EF_hand_dom, Kazal_dom, Ig_sub2 | |
| AGK | Kinase | yes | 2.7.1.94 | Diacylglycerol_kinase_cat_dom, NAD/diacylglycerol_kinase_sf, ATP-NAD_kinase_N |
| ADAMTS6 | Protease | yes | TSP1_rpt, Peptidase_M12B, Peptidase_M12B_N | |
| BRINP3 | Complement | yes | Growth_fac_rcpt_cys_sf, MACPF, BRINP | |
| CORO1B | Scaffold/PPI | no | WD40_rpt, DUF1899, Coronin | |
| ENPP6 | Phosphatase | yes | 3.1.4.3 | Phosphodiest/P_Trfase, Alkaline_phosphatase_core_sf |
| DOCK10 | Scaffold/PPI | no | PH_domain, PH-like_dom_sf, DOCK_C/D_N | |
| GPR152 | GPCR | yes | GPCR_Rhodpsn, GPCR_Rhodpsn_7TM, MRGPCRFAMILY | |
| RASL11B | Other/Unknown | no | Small_GTPase, Small_GTP-bd, P-loop_NTPase | |
| E2F7 | Other/Unknown | no | E2F_WHTH_DNA-bd_dom, E2F, WH-like_DNA-bd_sf | |
| CSE1L | Other/Unknown | no | Importin-beta_N, XPO2_C, ARM-like | |
| FAM98A | Other/Unknown | no | FAM98 | |
| MICAL2 | Transcription factor | no | CH_dom, Znf_LIM, FAD-bd | |
| CSTF3 | Other/Unknown | no | HAT, Suf, TPR-like_helical_dom_sf | |
| STOX2 | Other/Unknown | no | Storkhead-box_WHD, STOX1/2 | |
| NDC1 | Other/Unknown | no | Nucleoporin_prot_Ndc1/Nup | |
| CUL3 | Other/Unknown | no | Cullin_N, Cullin_CS, Cullin_homology | |
| BPNT2 | Phosphatase | yes | Inositol_monophosphatase-like, Inositol_monophosphatase_CS, CysQ/Inositol_MonoPase | |
| DGKG | Kinase | yes | 2.7.1.107 | Diacylglycerol_kin_accessory, Diacylglycerol_kinase_cat_dom, EF_hand_dom |
| DKK3 | Other/Unknown | no | Dickkopf_N, DKK1-4, Dkk3_Cys2 | |
| KAZN | Other/Unknown | no | SAM, SAM/pointed_sf, Kazrin_SAM_rpt_1 | |
| NLK | Kinase | yes | Prot_kinase_dom, MAP_kinase_CS, Ser/Thr_kinase_AS | |
| PBRM1 | Other/Unknown | no | BAH_dom, Bromodomain, HMG_box_dom | |
| SPANXN4 | Other/Unknown | no | SPAN-X_fam |
Expression context
Cohort genes with no expression data: 0.
59 cohort genes are a single-cell marker in ≥1 SCXA experiment.
Breadth distribution (Bgee present_calls)
| Bucket | Genes |
|---|---|
| narrow (1-5 tissues) | 0 |
| moderate (6-20) | 2 |
| broad (>20) | 63 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| Brodmann (1909) area 23 | 9 |
| endothelial cell | 9 |
| male germ line stem cell (sensu Vertebrata) in testis | 8 |
| primordial germ cell in gonad | 8 |
| cortical plate | 8 |
| secondary oocyte | 5 |
| calcaneal tendon | 5 |
| left testis | 5 |
| middle temporal gyrus | 4 |
| adrenal tissue | 4 |
| oocyte | 4 |
| corpus callosum | 4 |
| cerebellar hemisphere | 4 |
| ganglionic eminence | 3 |
| adenohypophysis | 3 |
| male germ cell | 3 |
| sperm | 3 |
| right testis | 3 |
| C1 segment of cervical spinal cord | 3 |
| inferior vagus X ganglion | 3 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| RPLP1 | 156 | ubiquitous | marker | epithelium of bronchus, thymus, trachea |
| SCN8A | 194 | ubiquitous | marker | Brodmann (1909) area 23, middle temporal gyrus, postcentral gyrus |
| SLC24A3 | 272 | broad | marker | lateral nuclear group of thalamus, tongue squamous epithelium, saphenous vein |
| SLC4A8 | 219 | ubiquitous | marker | pons, Brodmann (1909) area 23, superior vestibular nucleus |
| SNCAIP | 240 | broad | marker | ventricular zone, ganglionic eminence, germinal epithelium of ovary |
| SORL1 | 293 | ubiquitous | marker | frontal pole, paraflocculus, middle frontal gyrus |
| TAF1B | 256 | ubiquitous | marker | male germ line stem cell (sensu Vertebrata) in testis, primordial germ cell in gonad, adrenal tissue |
| TLE3 | 248 | ubiquitous | marker | blood, cortical plate, ganglionic eminence |
| EIPR1 | 249 | ubiquitous | marker | prefrontal cortex, adenohypophysis, nucleus accumbens |
| UBE2H | 282 | ubiquitous | marker | secondary oocyte, oocyte, adrenal tissue |
| YWHAQ | 303 | ubiquitous | marker | sperm, male germ cell, endothelial cell |
| MAGEC2 | 28 | tissue_specific | marker | male germ line stem cell (sensu Vertebrata) in testis, primordial germ cell in gonad, right testis |
| RASGRP3 | 255 | ubiquitous | marker | corpus callosum, inferior vagus X ganglion, C1 segment of cervical spinal cord |
| ZHX3 | 287 | ubiquitous | marker | sural nerve, mucosa of stomach, calcaneal tendon |
| NAV3 | 232 | ubiquitous | marker | middle temporal gyrus, cortical plate, Brodmann (1909) area 23 |
| SCP2D1-AS1 | 69 | yes | male germ line stem cell (sensu Vertebrata) in testis, left testis, right testis | |
| BHLHE41 | 282 | ubiquitous | marker | right uterine tube, inferior vagus X ganglion, calcaneal tendon |
| POT1 | 279 | ubiquitous | marker | secondary oocyte, germinal epithelium of ovary, calcaneal tendon |
| CDH19 | 240 | broad | marker | trigeminal ganglion, dorsal root ganglion, olfactory bulb |
| CDH8 | 188 | broad | marker | endothelial cell, Brodmann (1909) area 23, prefrontal cortex |
| DSEL | 132 | ubiquitous | marker | stromal cell of endometrium, corpus callosum, cortical plate |
| ERRFI1 | 256 | ubiquitous | marker | body of pancreas, vena cava, right lobe of liver |
| PIWIL4 | 211 | tissue_specific | marker | male germ line stem cell (sensu Vertebrata) in testis, primordial germ cell in gonad, bone marrow |
| DCLK2 | 183 | ubiquitous | marker | oocyte, secondary oocyte, cortical plate |
| FANCL | 293 | ubiquitous | marker | pituitary gland, adenohypophysis, calcaneal tendon |
| LINC02901 | 154 | broad | marker | left testis, right testis, testis |
| FSTL4 | 159 | broad | marker | oocyte, secondary oocyte, primordial germ cell in gonad |
| AGK | 161 | ubiquitous | marker | adrenal tissue, cerebellar hemisphere, cerebellar cortex |
| ADAMTS6 | 185 | ubiquitous | marker | tibia, calcaneal tendon, mucosa of stomach |
| BRINP3 | 172 | broad | marker | primordial germ cell in gonad, male germ line stem cell (sensu Vertebrata) in testis, endothelial cell |
Protein interactions among cohort
Intra-cohort edges: 9.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| CUL3 | 9,954 |
| YWHAQ | 7,604 |
| CSTF3 | 3,678 |
| PBRM1 | 3,540 |
| RPLP1 | 3,497 |
| PTPRD | 3,052 |
| CSE1L | 2,983 |
| FOXC1 | 2,896 |
| CORO1B | 2,758 |
| SORL1 | 2,524 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| BPNT2 | ENPP6 | intact |
| CDH19 | CDH8 | string_interaction |
| CUL3 | ERG | biogrid_interaction |
| DCLK2 | YWHAQ | biogrid_interaction |
| HCN1 | SLC4A8 | intact |
| MAGEC2 | UBE2H | intact |
| NLK | ZHX3 | biogrid_interaction, intact |
| RASGRP3 | YWHAQ | intact |
| STOX2 | YWHAQ | intact |
Structural data
PDB: 28 · AlphaFold-only: 37 · No structure: 0
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| NT5C2 | P49902 | 43 |
| CUL3 | Q13618 | 30 |
| PBRM1 | Q86U86 | 30 |
| TNC | P24821 | 21 |
| HCN1 | O60741 | 17 |
| POT1 | Q9NUX5 | 14 |
| YWHAQ | P27348 | 9 |
| PENK | P01210 | 9 |
| FANCL | Q9NW38 | 8 |
| ERG | P11308 | 8 |
| GRM8 | O00222 | 8 |
| PTPRD | P23468 | 8 |
| SCN8A | Q9UQD0 | 7 |
| SORL1 | Q92673 | 7 |
| ERRFI1 | Q9UJM3 | 7 |
| CORO1B | Q9BR76 | 6 |
| MICAL2 | O94851 | 5 |
| DOCK10 | Q96BY6 | 4 |
| RPLP1 | P05386 | 3 |
| CSTF3 | Q12996 | 3 |
| FLRT3 | Q9NZU0 | 3 |
| FYB1 | O15117 | 3 |
| UBE2H | P62256 | 2 |
| ZHX3 | Q9H4I2 | 2 |
| NDC1 | Q9BTX1 | 2 |
| SLC4A8 | Q2Y0W8 | 1 |
| SNCAIP | Q9Y6H5 | 1 |
| AGK | Q53H12 | 1 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|---|---|
| ENPP6 | Q6UWR7 | 93.06 |
| CSE1L | P55060 | 91.22 |
| EIPR1 | Q53HC9 | 89.26 |
| BPNT2 | Q9NX62 | 88.55 |
| PIWIL4 | Q7Z3Z4 | 85.84 |
| KCNJ15 | Q99712 | 85.84 |
| DSEL | Q8IZU8 | 85.75 |
| FSTL4 | Q6MZW2 | 81.18 |
| RASL11B | Q9BPW5 | 79.69 |
| TAF1B | Q53T94 | 79.35 |
| CDH19 | Q9H159 | 78.14 |
| DGKG | P49619 | 77.53 |
| ADAMTS6 | Q9UKP5 | 77.45 |
| CDH8 | P55286 | 77.26 |
| BRINP3 | Q76B58 | 77.13 |
| NLK | Q9UBE8 | 76.46 |
| DKK3 | Q9UBP4 | 74.08 |
| GPR152 | Q8TDT2 | 71.72 |
| KAZN | Q674X7 | 71.09 |
| RASGRP3 | Q8IV61 | 70.51 |
| DCLK2 | Q8N568 | 70.37 |
| SLC24A3 | Q9HC58 | 70.31 |
| SPANXN4 | Q5MJ08 | 69.71 |
| FAM98A | Q8NCA5 | 68.95 |
| TLE3 | Q04726 | 68.65 |
| MAGEC2 | Q9UBF1 | 66.43 |
| FOXF2 | Q12947 | 58.04 |
| BHLHE41 | Q9C0J9 | 56.72 |
| NFE2L1 | Q14494 | 56.19 |
| FOXC1 | Q12948 | 56.09 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 270. Enrichment computed across 65 evidence-associated genes (41 with Reactome annotation).
Pathways by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 41 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| Regulation of Homotypic Cell-Cell Adhesion | 2 | 32.8× | 0.223 | CDH19, CDH8 |
| Regulation of Expression and Function of Type II Classical Cadherins | 2 | 32.8× | 0.223 | CDH19, CDH8 |
| Export of Viral Ribonucleoproteins from Nucleus | 1 | 92.8× | 0.315 | NDC1 |
| HCN channels | 1 | 69.6× | 0.315 | HCN1 |
| Interactions of Rev with host cellular proteins | 1 | 69.6× | 0.315 | NDC1 |
| Abacavir metabolism | 1 | 69.6× | 0.315 | NT5C2 |
| Activation of RAS in B cells | 1 | 55.7× | 0.315 | RASGRP3 |
| Transport of Mature mRNAs Derived from Intronless Transcripts | 1 | 39.8× | 0.315 | NDC1 |
| Glycerophospholipid catabolism | 1 | 39.8× | 0.315 | ENPP6 |
| CDH11 homotypic and heterotypic interactions | 1 | 39.8× | 0.315 | CDH8 |
| Interactions of Vpr with host cellular proteins | 1 | 34.8× | 0.315 | NDC1 |
| Abacavir ADME | 1 | 34.8× | 0.315 | NT5C2 |
| Formation of intermediate mesoderm | 1 | 34.8× | 0.315 | FOXC1 |
| Regulation of CDH19 Expression and Function | 1 | 34.8× | 0.315 | CDH19 |
| Nucleotide catabolism | 1 | 30.9× | 0.315 | NT5C2 |
| G protein gated Potassium channels | 1 | 27.9× | 0.315 | KCNJ15 |
| Bicarbonate transporters | 1 | 27.9× | 0.315 | SLC4A8 |
| RHOBTB3 ATPase cycle | 1 | 27.9× | 0.315 | CUL3 |
| Sodium/Calcium exchangers | 1 | 25.3× | 0.315 | SLC24A3 |
| Purine catabolism | 1 | 25.3× | 0.315 | NT5C2 |
| Ribavirin ADME | 1 | 25.3× | 0.315 | NT5C2 |
| Regulation of CDH11 function | 1 | 25.3× | 0.315 | CDH8 |
| DS-GAG biosynthesis | 1 | 23.2× | 0.315 | DSEL |
| Regulation of localization of FOXO transcription factors | 1 | 23.2× | 0.315 | YWHAQ |
| Glucose metabolism | 1 | 21.4× | 0.315 | NDC1 |
| SARS-CoV-2 targets host intracellular signalling and regulatory pathways | 1 | 21.4× | 0.315 | YWHAQ |
| Telomere C-strand synthesis initiation | 1 | 19.9× | 0.315 | POT1 |
| Regulation of CDH11 Expression and Function | 1 | 19.9× | 0.315 | CDH8 |
| Activation of BAD and translocation to mitochondria | 1 | 18.6× | 0.315 | YWHAQ |
| Processive synthesis on the C-strand of the telomere | 1 | 18.6× | 0.315 | POT1 |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 61 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| chondroitin sulfate proteoglycan metabolic process | 2 | 138.1× | 0.020 | DSEL, BPNT2 |
| cell migration | 7 | 7.1× | 0.020 | SORL1, CDH19, CDH8, ERRFI1, CORO1B, CUL3, FOXC1 |
| general adaptation syndrome, behavioral process | 2 | 110.5× | 0.022 | HCN1, PENK |
| positive regulation of endocytic recycling | 2 | 92.1× | 0.024 | SORL1, EIPR1 |
| sodium ion transmembrane transport | 4 | 13.3× | 0.024 | SCN8A, SLC24A3, SLC4A8, HCN1 |
| glycerolipid metabolic process | 2 | 69.1× | 0.031 | AGK, DGKG |
| lipid phosphorylation | 2 | 55.2× | 0.042 | AGK, DGKG |
| cellular response to vitamin D | 2 | 50.2× | 0.045 | TNC, PENK |
| proepicardium cell migration involved in pericardium morphogenesis | 1 | 276.3× | 0.081 | FLRT3 |
| obsolete GMP catabolic process to guanine | 1 | 276.3× | 0.081 | NT5C2 |
| negative regulation of brain-derived neurotrophic factor receptor signaling pathway | 1 | 276.3× | 0.081 | FSTL4 |
| positive regulation of DNA strand elongation | 1 | 276.3× | 0.081 | POT1 |
| glomerular epithelium development | 1 | 276.3× | 0.081 | FOXC1 |
| actin filament branching | 1 | 276.3× | 0.081 | CORO1B |
| positive regulation of hematopoietic stem cell differentiation | 1 | 276.3× | 0.081 | FOXC1 |
| negative regulation of anti-Mullerian hormone signaling pathway | 1 | 276.3× | 0.081 | DKK3 |
| positive regulation of membrane hyperpolarization | 1 | 276.3× | 0.081 | HCN1 |
| regulation of protein polyubiquitination | 1 | 276.3× | 0.081 | FOXF2 |
| obsolete positive regulation of early endosome to recycling endosome transport | 1 | 276.3× | 0.081 | SORL1 |
| negative regulation of neurofibrillary tangle assembly | 1 | 276.3× | 0.081 | SORL1 |
| response to 1-oleoyl-sn-glycerol 3-phosphate | 1 | 276.3× | 0.081 | ERRFI1 |
| positive regulation of telomeric D-loop disassembly | 1 | 276.3× | 0.081 | POT1 |
| negative regulation of mitotic cell cycle | 2 | 26.3× | 0.081 | BRINP3, FOXC1 |
| trophectodermal cellular morphogenesis | 1 | 138.1× | 0.083 | CUL3 |
| apoptotic process involved in outflow tract morphogenesis | 1 | 138.1× | 0.083 | FOXC1 |
| sulfur oxidation | 1 | 138.1× | 0.083 | MICAL2 |
| negative regulation of protein autophosphorylation | 1 | 138.1× | 0.083 | ERRFI1 |
| positive regulation of DNA endoreduplication | 1 | 138.1× | 0.083 | E2F7 |
| uterine epithelium development | 1 | 138.1× | 0.083 | ERRFI1 |
| mesenchymal-epithelial cell signaling involved in prostate gland development | 1 | 138.1× | 0.083 | TNC |
Therapeutics
Drugs indicated for this disease
0 approved, 4 in late-stage (phase 3) trials. Disease-direct ChEMBL indications, not inferred from the associated-gene cohort below.
| Drug | Development status |
|---|---|
| Lamotrigine | Phase 3 (in late-stage trials) |
| Paliperidone | Phase 3 (in late-stage trials) |
| Quetiapine | Phase 3 (in late-stage trials) |
| Topiramate | Phase 3 (in late-stage trials) |
Earlier-phase candidates (phase 2, investigational — efficacy not yet established): Epoetin Beta, Haloperidol, Oxytocin, Sertraline, Ziprasidone.
Drug target analysis
Approved (phase 4): 4 · Phase ≥3: 5 · Phased (≥1): 9 · Undrugged: 56
Druggability breadth: 26 of 65 evidence-associated genes (40%) have a ChEMBL target (buckets above are over the deeply-mined display cohort).
Genes with an approved drug
The molecule shown is one approved compound that hits the gene — not necessarily a drug of choice or one indicated for this disease.
| Symbol | Example approved molecule |
|---|---|
| RPLP1 | GENTAMICIN SULFATE |
| SCN8A | IMIPRAMINE |
| DCLK2 | FEDRATINIB |
| NLK | SORAFENIB |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| SCN8A | 25 | 4 |
| NLK | 17 | 4 |
| DCLK2 | 9 | 4 |
| GRM8 | 3 | 3 |
| PBRM1 | 2 | 2 |
| RPLP1 | 1 | 4 |
| TAF1B | 1 | 2 |
| RASGRP3 | 1 | 2 |
| CSE1L | 1 | 2 |
| SLC24A3 | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| GENTAMICIN SULFATE | 4 | RPLP1 |
| IMIPRAMINE | 4 | SCN8A |
| SERTINDOLE | 4 | SCN8A |
| PIMOZIDE | 4 | SCN8A |
| NIFEDIPINE | 4 | SCN8A |
| DILTIAZEM | 4 | SCN8A |
| MIBEFRADIL | 4 | SCN8A |
| HALOPERIDOL | 4 | SCN8A |
| MEXILETINE | 4 | SCN8A |
| AMITRIPTYLINE | 4 | SCN8A |
| AMIODARONE | 4 | SCN8A |
| CHLORPROMAZINE | 4 | SCN8A |
| TETRACAINE | 4 | SCN8A |
| FEDRATINIB | 4 | DCLK2 |
| RUXOLITINIB | 4 | DCLK2 |
| SUNITINIB | 4 | DCLK2 |
| CRIZOTINIB | 4 | DCLK2 |
| SORAFENIB | 4 | NLK |
| BOSUTINIB | 4 | NLK |
| ENCORAFENIB | 4 | NLK |
| PAZOPANIB | 4 | NLK |
| DASATINIB | 4 | NLK |
| GEFITINIB | 4 | NLK |
| TEDISAMIL | 3 | SCN8A |
| NITRENDIPINE | 3 | SCN8A |
| AJMALINE | 3 | SCN8A |
| VIXOTRIGINE | 3 | SCN8A |
| ELECLAZINE | 3 | SCN8A |
| TETRODOTOXIN | 3 | SCN8A |
| LESTAURTINIB | 3 | DCLK2, NLK |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 8.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| DCLK2 | 216 | Binding:216 |
| NLK | 204 | Binding:203, Functional:1 |
| PBRM1 | 193 | Binding:193 |
| SCN8A | 173 | Binding:148, Functional:16, ADMET:7, Toxicity:2 |
| GRM8 | 111 | Functional:57, Binding:54 |
| RPLP1 | 90 | Binding:90 |
| HCN1 | 21 | Binding:12, Functional:8, ADMET:1 |
| RASGRP3 | 20 | Binding:20 |
| AGK | 19 | Binding:19 |
| ERG | 14 | Binding:10, Functional:3, ADMET:1 |
| ENPP6 | 7 | Binding:7 |
| CSE1L | 7 | Binding:7 |
| CUL3 | 7 | Binding:7 |
| NT5C2 | 7 | Binding:7 |
| TAF1B | 6 | Binding:6 |
| DGKG | 5 | Binding:5 |
| YWHAQ | 3 | Binding:3 |
| GPR152 | 2 | Binding:2 |
| SNCAIP | 1 | Binding:1 |
| UBE2H | 1 | Binding:1 |
| POT1 | 1 | Binding:1 |
| NDC1 | 1 | Binding:1 |
| FYB1 | 1 | Binding:1 |
| PTPRD | 1 | Binding:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|---|---|
| UBE2H | 2.3.2.23, 2.3.2.24 | E2 ubiquitin-conjugating enzyme, (E3-independent) E2 ubiquitin-conjugating enzyme |
| DSEL | 5.1.3.19 | chondroitin-glucuronate 5-epimerase |
| FANCL | 2.3.2.27 | RING-type E3 ubiquitin transferase |
| AGK | 2.7.1.94 | acylglycerol kinase |
| ENPP6 | 3.1.4.3 | phospholipase C |
| DGKG | 2.7.1.107 | diacylglycerol kinase (ATP) |
| NT5C2 | 3.1.3.5 | 5’-nucleotidase |
| PTPRD | 3.1.3.48 | protein-tyrosine-phosphatase |
Cohort genes with high screening signal
≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.
| Symbol | ChEMBL assays |
|---|---|
| SCN8A | 173 |
| DCLK2 | 216 |
| NLK | 204 |
| PBRM1 | 193 |
| GRM8 | 111 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 63; with CPIC/DPWG dosing guidelines: 0.
No cohort gene has a CPIC/DPWG genotype-guided dosing guideline (PharmGKB).
Chemical tractability of cohort targets
30 approved/phased compounds have measured bioactivity against a cohort gene (and aren’t yet in disease-level trials). This is a research / tractability signal, NOT a therapeutic recommendation — a bioactivity row often reflects off-target or screening binding (e.g. promiscuous kinase inhibitors against a cohort kinase), implying no disease mechanism.
| Compound | Max phase | Cohort target (bioactivity) |
|---|---|---|
| GENTAMICIN SULFATE | 4 | RPLP1 |
| IMIPRAMINE | 4 | SCN8A |
| SERTINDOLE | 4 | SCN8A |
| PIMOZIDE | 4 | SCN8A |
| NIFEDIPINE | 4 | SCN8A |
| DILTIAZEM | 4 | SCN8A |
| MIBEFRADIL | 4 | SCN8A |
| HALOPERIDOL | 4 | SCN8A |
| MEXILETINE | 4 | SCN8A |
| AMITRIPTYLINE | 4 | SCN8A |
| AMIODARONE | 4 | SCN8A |
| CHLORPROMAZINE | 4 | SCN8A |
| TETRACAINE | 4 | SCN8A |
| FEDRATINIB | 4 | DCLK2 |
| RUXOLITINIB | 4 | DCLK2 |
| SUNITINIB | 4 | DCLK2 |
| CRIZOTINIB | 4 | DCLK2 |
| SORAFENIB | 4 | NLK |
| BOSUTINIB | 4 | NLK |
| ENCORAFENIB | 4 | NLK |
| PAZOPANIB | 4 | NLK |
| DASATINIB | 4 | NLK |
| GEFITINIB | 4 | NLK |
| TEDISAMIL | 3 | SCN8A |
| NITRENDIPINE | 3 | SCN8A |
| AJMALINE | 3 | SCN8A |
| VIXOTRIGINE | 3 | SCN8A |
| ELECLAZINE | 3 | SCN8A |
| TETRODOTOXIN | 3 | SCN8A |
| LESTAURTINIB | 3 | DCLK2, NLK |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 4 | RPLP1, SCN8A, DCLK2, NLK |
| B | Phased (≥1) drug, not yet approved | 5 | TAF1B, RASGRP3, CSE1L, PBRM1, GRM8 |
| C | Druggable family + PDB, no drug | 9 | SORL1, UBE2H, ERRFI1, AGK, FLRT3, HCN1, TNC, NT5C2, PTPRD |
| D | Druggable family + AlphaFold only, no drug | 9 | DSEL, FSTL4, ADAMTS6, BRINP3, ENPP6, GPR152, BPNT2, DGKG, KCNJ15 |
| E | Difficult family or no structure, no drug | 38 | SLC24A3, SLC4A8, SNCAIP, TLE3, EIPR1, YWHAQ, MAGEC2, ZHX3, NAV3, SCP2D1-AS1 (+28 more) |
Undrugged target profiles
56 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| SLC24A3 | 0 | — |
| SLC4A8 | 0 | — |
| SNCAIP | 1 | — |
| SORL1 | 0 | — |
| TLE3 | 0 | — |
| EIPR1 | 0 | — |
| UBE2H | 1 | — |
| YWHAQ | 3 | — |
| MAGEC2 | 0 | — |
| ZHX3 | 0 | — |
| NAV3 | 0 | — |
| SCP2D1-AS1 | 0 | — |
| BHLHE41 | 0 | — |
| POT1 | 1 | — |
| CDH19 | 0 | — |
| CDH8 | 0 | — |
| DSEL | 0 | — |
| ERRFI1 | 0 | — |
| PIWIL4 | 0 | — |
| FANCL | 0 | — |
| LINC02901 | 0 | — |
| FSTL4 | 0 | — |
| AGK | 19 | — |
| ADAMTS6 | 0 | — |
| BRINP3 | 0 | — |
| CORO1B | 0 | — |
| ENPP6 | 7 | — |
| DOCK10 | 0 | — |
| GPR152 | 2 | — |
| RASL11B | 0 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 285.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| Not specified | 223 |
| PHASE2 | 22 |
| PHASE3 | 12 |
| PHASE1 | 11 |
| PHASE4 | 9 |
| PHASE1/PHASE2 | 4 |
| PHASE2/PHASE3 | 2 |
| EARLY_PHASE1 | 2 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT06009289 | PHASE4 | NOT_YET_RECRUITING | Light and Sleep Fragmentation |
| NCT00137306 | PHASE4 | COMPLETED | Facilitating the Adoption of Evidence-Based Depression Management in Substance Use Treatment Programs |
| NCT00211250 | PHASE4 | COMPLETED | Comparing Compliance, Tolerability, Efficacy and Adverse Events in Bipolar Tients From Valproic Acid to Depakote ER |
| NCT00288782 | PHASE4 | COMPLETED | PET Neuroimaging of [11C]Mirtazapine |
| NCT01903096 | PHASE4 | COMPLETED | Treating Emotional Disorders in Primary Care With Psychological Techniques |
| NCT02263872 | PHASE4 | COMPLETED | Minocycline as an Adjunct for the Treatment of Depressive Symptoms: Pilot Randomized Controlled Trial |
| NCT02845453 | PHASE4 | COMPLETED | Treatment With Quetiapine for Youth With Substance Use Disorders and Severe Mood Dysregulation |
| NCT03911414 | PHASE4 | COMPLETED | A Clinical Trial Via Telepsychiatry of Treatments for the Management of Emotional Dysregulation in Youth |
| NCT04685642 | PHASE4 | UNKNOWN | Anti-inflmmation Treatment in Mood Disorder and Deep Learning Prediction Model |
| NCT00035802 | PHASE3 | COMPLETED | A Study to Evaluate the Safety and Effectiveness of Topiramate Compared to Placebo in the Treatment of Patients With Bipolar I Disorder |
| NCT00202514 | PHASE2/PHASE3 | COMPLETED | Placebo Controlled Trial of Depakote ER in Alcohol Dependent Patients With Mood and/or Anxiety Symptoms |
| NCT00221468 | PHASE3 | COMPLETED | A Study of Quetiapine for the Treatment of Mood Disorders in Adolescents |
| NCT00240721 | PHASE3 | COMPLETED | A Study of the Effectiveness and Safety of Topiramate in the Treatment of Patients With Bipolar Disorder |
| NCT00299715 | PHASE3 | COMPLETED | A Study to Evaluate the Efficacy and Safety of Three Fixed Doses of Extended-release Paliperidone in Subjects With Bipolar I Disorder |
| NCT00309699 | PHASE3 | COMPLETED | A Study to Evaluate the Efficacy and Safety of Flexible Doses of Extended-release (ER) Paliperidone Compared With Flexible Doses of Quetiapine and Placebo in Patients With Bipolar I Disorder |
| NCT00423462 | PHASE2/PHASE3 | COMPLETED | First Experimental Study of Transference-Interpretations (FEST) |
| NCT00579982 | PHASE3 | COMPLETED | An Open-Label Trial Measuring Satisfaction And Convenience Of Two Formulations Of Lamotrigine In Subjects With A Mood Disorder |
| NCT01360632 | PHASE3 | COMPLETED | Study of the Safety and Efficacy of Two Fixed Doses of OPC-34712 as Adjunctive Therapy in the Treatment of Adults With Major Depressive Disorder (the Polaris Trial) |
| NCT01360645 | PHASE3 | COMPLETED | Study of the Safety and Efficacy of Fixed Dose OPC-34712 as Adjunctive Therapy in the Treatment of Adults With Major Depressive Disorder (the Pyxis Trial) |
| NCT01360866 | PHASE3 | COMPLETED | Safety and Tolerability of Oral OPC-34712 as Adjunctive Therapy in Adults With Major Depressive Disorder (the Orion Trial) |
| NCT01727726 | PHASE3 | COMPLETED | A Study of Flexible-dose Brexpiprazole as Adjunctive Therapy in the Treatment of Adults With Major Depressive Disorder, the Delphinus Trial |
| NCT02196506 | PHASE3 | COMPLETED | Study of the Safety and Efficacy of Fixed-dose Brexpiprazole (OPC-34712) as Adjunctive Therapy in the Treatment of Adults With Major Depressive Disorder With and Without Anxious Distress |
| NCT02703363 | PHASE3 | COMPLETED | Minocycline and Celecoxib as Adjunctive Treatments of Bipolar Depression |
| NCT05680727 | PHASE2 | ACTIVE_NOT_RECRUITING | Individualized Functional Connectivity Targeting in aiTBS for Depression |
| NCT06341426 | PHASE2 | RECRUITING | Psilocybin-Assisted Psychotherapy for Treatment-Resistant Depression: Comparing One Versus Two Doses of Psilocybin |
| NCT06376734 | PHASE2 | RECRUITING | Search for Novel Transcranial Magnetic Stimulation (TMS) Targets for Mental Illness |
| NCT06511908 | PHASE2 | RECRUITING | Investigation of the Antidepressant Effects of (2R,6R)-HNK, an Enhancer of Synaptic Glutamate Release, in Treatment-Resistant Depression |
| NCT00001146 | PHASE2 | COMPLETED | Omega-3 Fatty Acids in the Treatment of Bipolar Disorder: A Double-Blind, Placebo-Controlled Trial |
| NCT00001482 | PHASE2 | COMPLETED | New Drugs in the Treatment of Mood Disorders |
| NCT00001487 | PHASE2 | COMPLETED | Treatment of Mid-Life-Related Mood Disorders |
| NCT00001545 | PHASE2 | COMPLETED | Evaluation of Repetitive Transcranial Magnetic Stimulation (rTMS) in the Treatment of Mood Disorders |
| NCT00055575 | PHASE2 | TERMINATED | Cholinergic Modulation of Condition and Emotion in Mood Disorders: Functional Neuroimaging Studies |
| NCT00088699 | PHASE1/PHASE2 | COMPLETED | Rapid Antidepressant Effects of Ketamine in Major Depression |
| NCT00149617 | PHASE2 | COMPLETED | Effectiveness of Buspirone and Motivational Enhancement Therapy for the Treatment of Marijuana Dependence - 1 |
| NCT00217932 | PHASE2 | COMPLETED | Effectiveness of Divalproex Sodium (Depakote) in Treating Children With Temper Outbursts and Severe Mood Swings |
| NCT00291031 | PHASE1/PHASE2 | COMPLETED | Study of the Effect of Imagery Rehearsal Therapy (IRT) of Nightmares |
| NCT00521417 | PHASE2 | UNKNOWN | Short- and Long-term Group Psychotherapy |
| NCT00700609 | PHASE2 | TERMINATED | Family Based Treatment of Depressed Adolescents |
| NCT00748956 | PHASE2 | COMPLETED | Intranasal Administration of Neuropeptide Y in Healthy Male Volunteers |
| NCT00794040 | PHASE2 | COMPLETED | A Controlled Trial of Serotonin Reuptake Inhibitors Added to Stimulant Medication in Youth With Severe Mood Dysregulation |
Drugs tested across these trials (top 30)
| Molecule | Max phase | Trials referencing |
|---|---|---|
| BREXPIPRAZOLE | 4 | 5 |
| PRUCALOPRIDE | 4 | 4 |
| VALPROIC ACID | 4 | 4 |
| DOXAZOSIN | 4 | 3 |
| FLUOXETINE | 4 | 3 |
| PRAZOSIN | 4 | 3 |
| GANAXOLONE | 4 | 2 |
| MINOCYCLINE | 4 | 2 |
| QUETIAPINE | 4 | 2 |
| TOPIRAMATE | 4 | 2 |
| ACETIC ACID | 4 | 1 |
| ACETYLCYSTEINE | 4 | 1 |
| BIOTIN | 4 | 1 |
| BUSPIRONE | 4 | 1 |
| ESTRADIOL | 4 | 1 |
| FISH OIL | 4 | 1 |
| LAMOTRIGINE | 4 | 1 |
| MIRTAZAPINE | 4 | 1 |
| NITROUS OXIDE | 4 | 1 |
| OMEGA-3-ACID ETHYL ESTERS | 4 | 1 |
| PALIPERIDONE | 4 | 1 |
| PALIPERIDONE PALMITATE | 4 | 1 |
| PINDOLOL | 4 | 1 |
| PRASTERONE | 4 | 1 |
| REBOXETINE | 4 | 1 |
| MIDOMAFETAMINE | 3 | 7 |
| ESREBOXETINE | 3 | 1 |
| ESTROGEN | 3 | 1 |
| INOSITOL | 3 | 1 |
| LITHIUM | 3 | 1 |
Related Atlas pages
- Cohort genes: RPLP1, SCN8A, SLC24A3, SLC4A8, SNCAIP, SORL1, TAF1B, TLE3, EIPR1, UBE2H, YWHAQ, MAGEC2, RASGRP3, ZHX3, NAV3, SCP2D1-AS1, BHLHE41, POT1, CDH19, CDH8, DSEL, ERRFI1, PIWIL4, DCLK2, FANCL, LINC02901, FSTL4, AGK, ADAMTS6, BRINP3, CORO1B, ENPP6, DOCK10, GPR152, RASL11B, E2F7, CSE1L, FAM98A, MICAL2, CSTF3, STOX2, NDC1, CUL3, BPNT2, DGKG, DKK3, KAZN, NLK, PBRM1, SPANXN4, ERG, FLRT3, FOXC1, FOXF2, FYB1, ERVMER34-1, GRM8, HCN1, TNC, KCNJ15, MYT1L, NFE2L1, NT5C2, PENK, PTPRD
- Drugs: Brexpiprazole, Prucalopride, Valproic Acid, Doxazosin, Fluoxetine, Prazosin, Ganaxolone, Minocycline, Quetiapine, Topiramate, Acetic Acid, Acetylcysteine, Biotin, Buspirone, Estradiol, Fish Oil, Lamotrigine, Mirtazapine, Nitrous Oxide, OMEGA-3-ACID ETHYL ESTERS, Paliperidone, Paliperidone Palmitate, Pindolol, Prasterone, Reboxetine, Midomafetamine, Esreboxetine, Estrogen, Inositol, Lithium