Restless legs syndrome
diseaseOn this page
Also known as restless leg syndromeRLSWED
Summary
Restless legs syndrome (MONDO:0005391) is a disease with 45 cohort genes (532 GWAS associations across 26 studies) and 233 clinical trials. The dominant Reactome pathway is Post-translational modification: synthesis of GPI-anchored proteins (3 cohort genes). Top therapeutic interventions include ropinirole, pramipexole, and rotigotine.
At a glance
- Cohort genes: 45
- GWAS associations: 532
- ClinVar variants: 1
- Clinical trials: 233
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | restless legs syndrome |
| Mondo ID | MONDO:0005391 |
| EFO | EFO:0004270 |
| MeSH | D012148 |
| DOID | DOID:0050425 |
| ICD-10-CM | G25.81 |
| ICD-11 | 1254916765 |
| NCIT | C84501 |
| SNOMED CT | 32914008 |
| UMLS | C0035258 |
| MedGen | 48427 |
| Is cancer (heuristic) | no |
Also known as: restless leg syndrome · RLS · WED
Data availability: 1 ClinVar variant · 532 GWAS associations (26 studies).
Disease family
Classification path: disease › human disease › disease by body system or component › nervous system disorder › restless legs syndrome
Related subtypes (71): congenital nervous system disorder, central nervous system disorder, autoimmune disorder of the nervous system, cranial nerve neuropathy, peripheral nervous system disorder, neuronitis, diplegia of upper limb, retinal disorder, developmental disability, movement disorder, toxic encephalopathy, Barre-Lieou syndrome, Gerstmann syndrome, drug-induced akathisia, drug-induced dyskinesia, stiff-person syndrome, Worster-Drought syndrome, corneal-cerebellar syndrome, pachygyria-intellectual disability-epilepsy syndrome, porencephaly-cerebellar hypoplasia-internal malformations syndrome, symmetrical thalamic calcifications, neonatal brainstem dysfunction, primary orthostatic hypotension, rippling muscle disease with myasthenia gravis, periodic paralysis, qualitative or quantitative protein defects in neuromuscular diseases, specific learning disability, cerebellar hypoplasia-tapetoretinal degeneration syndrome, locked-in syndrome, dopa-responsive dystonia, idiopathic recurrent stupor, chronic lymphocytic inflammation with pontine perivascular enhancement responsive to steroids, spontaneous periodic hypothermia, Sydenham chorea, duplication of the pituitary gland, Balint syndrome, paraneoplastic neurologic syndrome, persistent idiopathic facial pain, serotonin syndrome, hypothalamic adipsic hypernatraemia syndrome, exercise-induced malignant hyperthermia, perineural cyst, neuromuscular disease, neuromyelitis optica, AL amyloidosis, AA amyloidosis, neuroleptic malignant syndrome, infectious disorder of the nervous system, central nervous system malformation, synaptopathy, nervous system neoplasm, sensory ganglionopathy, radiculitis, wet beriberi, perceptual disorders, prepubertal anorexia nervosa, neurocutaneous syndrome, neurovascular disorder, Wallerian degeneration, nervous system injury, neurosarcoidosis, neuroendocrine disorder, tubulinopathy, atactic disorder, hereditary neurological disease, meningitis-retention syndrome, KIF1A related neurological disorder, neurological pain disorder, neurodevelopmental disorder, post 5-alpha-reductase inhibitors treatment syndrome, post-selective serotonin reuptake inhibitor sexual dysfunction
Genetics & variants
GWAS landscape
532 GWAS associations across 26 studies. Top hits map to 15 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|---|---|---|---|
| rs868036 | 9e-288 | MAP2K5 | A | 0.17 |
| rs113851554 | 2e-280 | MEIS1 | T | 1.92 |
| rs3104769 | 9e-275 | CASC16 | T | 0.21 |
| rs4714163 | 2e-220 | BTBD9 | T | 0.3 |
| rs61192259 | 4e-202 | BTBD9 | A | 1.26 |
| rs1820987 | 2e-178 | LINC01812 - FBXL12P1 | T | 0.12 |
| rs12044119 | 1e-164 | LINC01677 - MTATP6P14 | T | 0.12 |
| rs34602324 | 5e-162 | PTPRD | G | 0.12 |
| rs113230729 | 2e-160 | UNCX - MICALL2 | A | 0.22 |
| rs45544231 | 7e-133 | CASC16 | C | 1.2 |
| rs77276698 | 1e-115 | CCDC148 | A | 0.12 |
| rs10769894 | 5e-115 | LMO1 - STK33 | A | 0.1 |
| rs442083 | 2e-114 | MYT1 | C | 0.12 |
| rs7779363 | 1e-110 | EEF1A1P28 - COX6A1P7 | A | 0.14 |
| rs6477358 | 9e-110 | PTPRD | T | 0.13 |
| rs10458531 | 1e-104 | LINC01677 - MTATP6P14 | A | 0.13 |
| chr6:38438771 | 7e-95 | T | 0.27 | |
| rs6920488 | 4e-93 | BTBD9 | A | 0.28 |
| rs5932706 | 3e-91 | FBLIM1P1 - DCAF12L2 | A | 0.08 |
| rs113330028 | 7e-89 | CCDC148 | A | 0.14 |
| rs6439256 | 3e-80 | PIK3R4 - RN7SKP212 | T | 0.09 |
| rs1389581 | 1e-78 | LINC01304 | A | 0.09 |
| rs111652004 | 3e-73 | RN7SKP101 - SEMA6D | T | 0.14 |
| rs3112626 | 3e-71 | CASC16 | A | 0.15 |
| rs996064 | 1e-69 | DPH6-DT - LINC02853 | A | 0.17 |
| rs537670230 | 2e-69 | LMX1B - ZBTB43 | A | 0.11 |
| rs7620647 | 8e-69 | CRBN - SUMF1 | A | 0.09 |
| rs4596705 | 3e-68 | PTPRD | T | 0.08 |
| rs78593025 | 2e-66 | TOX3 | T | 0.08 |
| rs11689768 | 2e-64 | CNTNAP5 | A | 0.09 |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|---|---|---|---|---|
| GCST90432061 | Schormair B | 2024 | 116,647 | 1,546,466 | Genome-wide meta-analyses of restless legs syndrome yield insights into genetic architecture, disease biology and risk prediction. |
| GCST90432063 | Schormair B | 2024 | 78,333 | 844,872 | Genome-wide meta-analyses of restless legs syndrome yield insights into genetic architecture, disease biology and risk prediction. |
| GCST90432062 | Schormair B | 2024 | 38,314 | 701,594 | Genome-wide meta-analyses of restless legs syndrome yield insights into genetic architecture, disease biology and risk prediction. |
| GCST90475829 | Verma A | 2024 | 15,475 | 428,445 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST005042 | Schormair B | 2017 | 15,126 | 95,725 | Identification of novel risk loci for restless legs syndrome in genome-wide association studies in individuals of European ancestry: a meta-analysis. |
| GCST011995 | Didriksen M | 2020 | 10,257 | 470,725 | Large genome-wide association study identifies three novel risk variants for restless legs syndrome. |
| GCST90435387 | Akcimen F | 2024 | 9,851 | 38,957 | Genomic Analysis Identifies Risk Factors in Restless Legs Syndrome. |
| GCST90399568 | Schormair B | 2024 | 7,248 | 19,802 | Genome-wide meta-analyses of restless legs syndrome yield insights into genetic architecture, disease biology and risk prediction. |
| GCST90399569 | Schormair B | 2024 | 4,769 | 9,380 | Genome-wide meta-analyses of restless legs syndrome yield insights into genetic architecture, disease biology and risk prediction. |
| GCST90105080 | Tilch E | 2022 | 3,652 | 5,360 | ExomeChip-based rare variant association study in restless legs syndrome. |
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 | 0 |
| Tier 4: intronic/intergenic | 49 |
MAF distribution
| Bucket | Variants |
|---|---|
| common (>=0.05) | 50 |
| low_freq (0.01-0.05) | 0 |
| rare (<0.01) | 0 |
| unknown | 0 |
Functional consequences
| Consequence | Count |
|---|---|
| intron_variant | 35 |
| intergenic_variant | 11 |
| non_coding_transcript_exon_variant | 2 |
| unknown | 1 |
| 3_prime_UTR_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|---|---|---|---|---|---|---|---|
| rs3112626 | 16 | 52591288 | A>G,T | 0.425 | non_coding_transcript_exon_variant | CASC16 | Tier 4: intronic/intergenic | |
| rs10947738 | 6 | 38501411 | A>C,T | 0.295 | intron_variant | BTBD9 | Tier 4: intronic/intergenic | |
| rs113851554 | 2 | 66523432 | G>A,T | 0.059 | intron_variant | MEIS1 | Tier 4: intronic/intergenic | |
| rs868036 | 15 | 67762675 | T>A,C | 0.329 | intron_variant | MAP2K5 | 9e-288 | Tier 4: intronic/intergenic |
| rs3104769 | 16 | 52593319 | C>A,G,T | 0.422 | intron_variant | CASC16 | 9e-275 | Tier 4: intronic/intergenic |
| rs4714163 | 6 | 38470995 | T>A,C,G | 0.298 | intron_variant | BTBD9 | 2e-220 | Tier 4: intronic/intergenic |
| rs61192259 | 6 | 38486186 | C>A | 0.41 | intron_variant | BTBD9 | 4e-202 | Tier 4: intronic/intergenic |
| rs1820987 | 2 | 67842735 | C>G,T | 0.445 | intergenic_variant | LINC01812 - FBXL12P1 | 2e-178 | Tier 4: intronic/intergenic |
| rs12044119 | 1 | 106640104 | T>A,C | 0.408 | intron_variant | LINC01677 - MTATP6P14 | 1e-164 | Tier 4: intronic/intergenic |
| rs34602324 | 9 | 8827308 | GA>G,GAA | 0.478 | intron_variant | PTPRD | 5e-162 | Tier 4: intronic/intergenic |
| rs113230729 | 7 | 1352865 | A>C | 0.072 | intergenic_variant | UNCX - MICALL2 | 2e-160 | Tier 4: intronic/intergenic |
| rs45544231 | 16 | 52598818 | G>C,T | 0.42 | intron_variant | CASC16 | 7e-133 | Tier 4: intronic/intergenic |
| rs77276698 | 2 | 158393717 | G>A | 0.247 | intron_variant | CCDC148 | 1e-115 | Tier 4: intronic/intergenic |
| rs10769894 | 11 | 8313948 | A>C,G | 0.448 | intergenic_variant | LMO1 - STK33 | 5e-115 | Tier 4: intronic/intergenic |
| rs442083 | 20 | 64162647 | G>A,C,T | 0.262 | intron_variant | MYT1 | 2e-114 | Tier 4: intronic/intergenic |
| rs7779363 | 7 | 88682523 | A>G | 0.125 | intron_variant | EEF1A1P28 - COX6A1P7 | 1e-110 | Tier 4: intronic/intergenic |
| rs6477358 | 9 | 8832394 | G>A,C,T | 0.485 | intron_variant | PTPRD | 9e-110 | Tier 4: intronic/intergenic |
| rs10458531 | 1 | 106643693 | A>G,T | 0.41 | intron_variant | LINC01677 - MTATP6P14 | 1e-104 | Tier 4: intronic/intergenic |
| chr6:38438771 | 0.296 | 7e-95 | Tier 4: intronic/intergenic | |||||
| rs6920488 | 6 | 38476264 | A>G,T | 0.265 | intron_variant | BTBD9 | 4e-93 | Tier 4: intronic/intergenic |
| rs5932706 | X | 125762853 | G>A | 0.307 | intergenic_variant | FBLIM1P1 - DCAF12L2 | 3e-91 | Tier 4: intronic/intergenic |
| rs113330028 | 2 | 158416960 | A>G | 0.247 | intron_variant | CCDC148 | 7e-89 | Tier 4: intronic/intergenic |
| rs6439256 | 3 | 130800718 | T>C | 0.34 | intron_variant | PIK3R4 - RN7SKP212 | 3e-80 | Tier 4: intronic/intergenic |
| rs1389581 | 2 | 3969414 | A>C,G | 0.417 | intron_variant | LINC01304 | 1e-78 | Tier 4: intronic/intergenic |
| rs111652004 | 15 | 47068169 | G>A,T | 0.101 | intergenic_variant | RN7SKP101 - SEMA6D | 3e-73 | Tier 4: intronic/intergenic |
| rs996064 | 15 | 35916797 | A>G,T | 0.056 | intergenic_variant | DPH6-DT - LINC02853 | 1e-69 | Tier 4: intronic/intergenic |
| rs537670230 | 9 | 126758176 | A>C | 0.155 | intergenic_variant | LMX1B - ZBTB43 | 2e-69 | Tier 4: intronic/intergenic |
| rs7620647 | 3 | 3443931 | G>A | 0.247 | intron_variant | CRBN - SUMF1 | 8e-69 | Tier 4: intronic/intergenic |
| rs4596705 | 9 | 9214833 | G>C,T | 0.393 | intron_variant | PTPRD | 3e-68 | Tier 4: intronic/intergenic |
| rs78593025 | 16 | 52485054 | C>A,T | 0.328 | intron_variant | TOX3 | 2e-66 | Tier 4: intronic/intergenic |
ClinVar germline variants
1 retrieved; paginated sample, class counts are floors:
1 likely risk allele
| ClinVar | Variant (HGVS) | Gene | Classification | Review |
|---|---|---|---|---|
| 3338473 | NM_001105580.3(GABRR3):c.615T>A (p.Tyr205Ter) | GABRR3 | Likely risk allele | no assertion criteria provided |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 15 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| SLC40A1 | Orphanet:647834 | SLC40A1-related hemochromatosis |
| SLC40A1 | Orphanet:648562 | Ferroportin disease |
| ATP2C1 | Orphanet:2841 | Hailey-Hailey disease |
| NTNG2 | Orphanet:528084 | Non-specific syndromic intellectual disability |
| SETBP1 | Orphanet:436151 | Intellectual disability-expressive aphasia-facial dysmorphism syndrome |
| SETBP1 | Orphanet:798 | Schinzel-Giedion syndrome |
| CLN6 | Orphanet:700467 | Late infantile CLN6 disease |
| CLN6 | Orphanet:700472 | Juvenile CLN6 disease |
| CLN6 | Orphanet:700477 | Adult CLN6 disease |
| CRBN | Orphanet:88616 | Autosomal recessive non-syndromic intellectual disability |
| LMO1 | Orphanet:635 | Neuroblastoma |
| SMAD3 | Orphanet:284984 | Aneurysm-osteoarthritis syndrome |
| SMAD3 | Orphanet:60030 | Loeys-Dietz syndrome |
| SMAD3 | Orphanet:91387 | Familial thoracic aortic aneurysm and aortic dissection |
| MEIS2 | Orphanet:261190 | Cleft palate-congenital heart defect-intellectual disability syndrome due to 15q14 microdeletion |
Cohort genes → proteins
45 cohort genes, 45 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| gwas_only | 44 |
| multi_evidence | 1 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| RNF8 | HGNC:10071 | ENSG00000112130 | O76064 | E3 ubiquitin-protein ligase RNF8 | gwas |
| SLC40A1 | HGNC:10909 | ENSG00000138449 | Q9NP59 | Ferroportin | gwas |
| TOX3 | HGNC:11972 | ENSG00000103460 | O15405 | TOX high mobility group box family member 3 | gwas |
| UTRN | HGNC:12635 | ENSG00000152818 | P46939 | Utrophin | gwas |
| ATP2C1 | HGNC:13211 | ENSG00000017260 | P98194 | Calcium-transporting ATPase type 2C member 1 | gwas |
| NTNG2 | HGNC:14288 | ENSG00000196358 | Q96CW9 | Netrin-G2 | gwas |
| RANBP17 | HGNC:14428 | ENSG00000204764 | Q9H2T7 | Ran-binding protein 17 | gwas |
| SETBP1 | HGNC:15573 | ENSG00000152217 | Q9Y6X0 | SET-binding protein | gwas |
| SEMA6D | HGNC:16770 | ENSG00000137872 | Q8NFY4 | Semaphorin-6D | gwas |
| GABRR3 | HGNC:17969 | ENSG00000183185 | A8MPY1 | Gamma-aminobutyric acid receptor subunit rho-3 | clinvar |
| PRMT6 | HGNC:18241 | ENSG00000198890 | Q96LA8 | Protein arginine N-methyltransferase 6 | gwas |
| MDGA1 | HGNC:19267 | ENSG00000112139 | Q8NFP4 | MAM domain-containing glycosylphosphatidylinositol anchor protein 1 | gwas |
| LGR6 | HGNC:19719 | ENSG00000133067 | Q9HBX8 | Leucine-rich repeat-containing G-protein coupled receptor 6 | gwas |
| ADAM2 | HGNC:198 | ENSG00000104755 | Q99965 | Disintegrin and metalloproteinase domain-containing protein 2 | gwas |
| DIS3 | HGNC:20604 | ENSG00000083520 | Q9Y2L1 | Exosome complex exonuclease RRP44 | gwas |
| CLN6 | HGNC:2077 | ENSG00000128973 | Q9NWW5 | Ceroid-lipofuscinosis neuronal protein 6 | gwas |
| LRRN1 | HGNC:20980 | ENSG00000175928 | Q6UXK5 | Leucine-rich repeat neuronal protein 1 | gwas |
| BTBD9 | HGNC:21228 | ENSG00000183826 | Q96Q07 | BTB/POZ domain-containing protein 9 | gwas |
| CCDC167 | HGNC:21239 | ENSG00000198937 | Q9P0B6 | Coiled-coil domain-containing protein 167 | gwas |
| SKOR1 | HGNC:21326 | ENSG00000188779 | P84550 | SKI family transcriptional corepressor 1 | gwas |
| CNTN4 | HGNC:2174 | ENSG00000144619 | Q8IWV2 | Contactin-4 | gwas |
| STEAP4 | HGNC:21923 | ENSG00000127954 | Q687X5 | Metalloreductase STEAP4 | gwas |
| ZNF804B | HGNC:21958 | ENSG00000182348 | A4D1E1 | Zinc finger protein 804B | gwas |
| ASTE1 | HGNC:25021 | ENSG00000034533 | Q2TB18 | Single-strand DNA endonuclease ASTE1 | gwas |
| CCDC148 | HGNC:25191 | ENSG00000153237 | Q8NFR7 | Coiled-coil domain-containing protein 148 | gwas |
| DACH1 | HGNC:2663 | ENSG00000276644 | Q9UI36 | Dachshund homolog 1 | gwas |
| APLF | HGNC:28724 | ENSG00000169621 | Q8IW19 | Aprataxin and PNK-like factor | gwas |
| TANC1 | HGNC:29364 | ENSG00000115183 | Q9C0D5 | Protein TANC1 | gwas |
| MICALL2 | HGNC:29672 | ENSG00000164877 | Q8IY33 | MICAL-like protein 2 | gwas |
| C1D | HGNC:29911 | ENSG00000197223 | Q13901 | Nuclear nucleic acid-binding protein C1D | gwas |
| CRBN | HGNC:30185 | ENSG00000113851 | Q96SW2 | Protein cereblon | gwas |
| DPH6 | HGNC:30543 | ENSG00000134146 | Q7L8W6 | Diphthine–ammonia ligase | gwas |
| PRAC1 | HGNC:30591 | ENSG00000159182 | Q96KF2 | Small nuclear protein PRAC1 | gwas |
| DCDC2C | HGNC:32696 | ENSG00000214866 | A8MYV0 | Doublecortin domain-containing protein 2C | gwas |
| UNCX | HGNC:33194 | ENSG00000164853 | A6NJT0 | Homeobox protein unc-4 homolog | gwas |
| GLO1 | HGNC:4323 | ENSG00000124767 | Q04760 | Lactoylglutathione lyase | gwas |
| LMO1 | HGNC:6641 | ENSG00000166407 | P25800 | Rhombotin-1 | gwas |
| SMAD3 | HGNC:6769 | ENSG00000166949 | P84022 | SMAD family member 3 | gwas |
| MAP2K5 | HGNC:6845 | ENSG00000137764 | Q13163 | Dual specificity mitogen-activated protein kinase kinase 5 | gwas |
| MEIS1 | HGNC:7000 | ENSG00000143995 | O00470 | Homeobox protein Meis1 | gwas |
| MEIS2 | HGNC:7001 | ENSG00000134138 | O14770 | Homeobox protein Meis2 | gwas |
| MYT1 | HGNC:7622 | ENSG00000196132 | Q01538 | Myelin transcription factor 1 | gwas |
| PKP4 | HGNC:9026 | ENSG00000144283 | Q99569 | Plakophilin-4 | gwas |
| PMAIP1 | HGNC:9108 | ENSG00000141682 | Q13794 | Phorbol-12-myristate-13-acetate-induced protein 1 | gwas |
| PTPRD | HGNC:9668 | ENSG00000153707 | P23468 | Receptor-type tyrosine-protein phosphatase delta | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| RNF8 | E3 ubiquitin-protein ligase RNF8 | E3 ubiquitin-protein ligase that plays a key role in DNA damage signaling via 2 distinct roles: by mediating the ‘Lys-63’-linked ubiquitination of histones H2A and H2AX and promoting the recruitment of DNA repair proteins at double-strand… |
| SLC40A1 | Ferroportin | Transports Fe(2+) from the inside of a cell to the outside of the cell, playing a key role for maintaining systemic iron homeostasis. |
| TOX3 | TOX high mobility group box family member 3 | Transcriptional coactivator of the p300/CBP-mediated transcription complex. |
| UTRN | Utrophin | May play a role in anchoring the cytoskeleton to the plasma membrane. |
| ATP2C1 | Calcium-transporting ATPase type 2C member 1 | ATP-driven pump that supplies the Golgi apparatus with Ca(2+) and Mn(2+) ions, both essential cofactors for processing and trafficking of newly synthesized proteins in the secretory pathway. |
| NTNG2 | Netrin-G2 | Involved in controlling patterning and neuronal circuit formation at the laminar, cellular, subcellular and synaptic levels. |
| RANBP17 | Ran-binding protein 17 | May function as a nuclear transport receptor. |
| SEMA6D | Semaphorin-6D | Shows growth cone collapsing activity on dorsal root ganglion (DRG) neurons in vitro. |
| GABRR3 | Gamma-aminobutyric acid receptor subunit rho-3 | Rho subunit of the pentameric ligand-gated chloride channels responsible for mediating the effects of gamma-aminobutyric acid (GABA), the major inhibitory neurotransmitter in the brain. |
| PRMT6 | Protein arginine N-methyltransferase 6 | Arginine methyltransferase that can catalyze the formation of both omega-N monomethylarginine (MMA) and asymmetrical dimethylarginine (aDMA), with a strong preference for the formation of aDMA. |
| MDGA1 | MAM domain-containing glycosylphosphatidylinositol anchor protein 1 | Required for radial migration of cortical neurons in the superficial layer of the neocortex. |
| LGR6 | Leucine-rich repeat-containing G-protein coupled receptor 6 | Receptor for R-spondins that potentiates the canonical Wnt signaling pathway and acts as a marker of multipotent stem cells in the epidermis. |
| ADAM2 | Disintegrin and metalloproteinase domain-containing protein 2 | Sperm surface membrane protein that may be involved in sperm-egg plasma membrane adhesion and fusion during fertilization. |
| DIS3 | Exosome complex exonuclease RRP44 | Putative catalytic component of the RNA exosome complex which has 3’->5’ exoribonuclease activity and participates in a multitude of cellular RNA processing and degradation events. |
| SKOR1 | SKI family transcriptional corepressor 1 | Acts as a transcriptional corepressor of LBX1. |
| CNTN4 | Contactin-4 | Contactins mediate cell surface interactions during nervous system development. |
| STEAP4 | Metalloreductase STEAP4 | Integral membrane protein that functions as a NADPH-dependent ferric-chelate reductase, using NADPH from one side of the membrane to reduce a Fe(3+) chelate that is bound on the other side of the membrane. |
| ASTE1 | Single-strand DNA endonuclease ASTE1 | Structure-specific DNA endonuclease that specifically cleaves single-stranded DNA and 3’ overhang DNA. |
| DACH1 | Dachshund homolog 1 | Transcription factor that is involved in regulation of organogenesis. |
| APLF | Aprataxin and PNK-like factor | Histone chaperone involved in single-strand and double-strand DNA break repair. |
| TANC1 | Protein TANC1 | May be a scaffold component in the postsynaptic density. |
| MICALL2 | MICAL-like protein 2 | Effector of small Rab GTPases which is involved in junctional complexes assembly through the regulation of cell adhesion molecules transport to the plasma membrane and actin cytoskeleton reorganization. |
| C1D | Nuclear nucleic acid-binding protein C1D | Plays a role in the recruitment of the RNA exosome complex to pre-rRNA to mediate the 3’-5’ end processing of the 5.8S rRNA; this function may include MPHOSPH6. |
| CRBN | Protein cereblon | Substrate recognition component of a DCX (DDB1-CUL4-X-box) E3 protein ligase complex that mediates the ubiquitination and subsequent proteasomal degradation of target proteins, such as MEIS2, ILF2 or GLUL. |
| DPH6 | Diphthine–ammonia ligase | Amidase that may catalyze the last step of diphthamide biosynthesis using ammonium and ATP. |
| UNCX | Homeobox protein unc-4 homolog | Transcription factor involved in somitogenesis and neurogenesis. |
| GLO1 | Lactoylglutathione lyase | Catalyzes the conversion of hemimercaptal, formed from methylglyoxal and glutathione, to S-lactoylglutathione. |
| LMO1 | Rhombotin-1 | May be involved in gene regulation within neural lineage cells potentially by direct DNA binding or by binding to other transcription factors. |
| SMAD3 | SMAD family member 3 | Receptor-regulated SMAD (R-SMAD) that is an intracellular signal transducer and transcriptional modulator activated by TGF-beta (transforming growth factor) and activin type 1 receptor kinases. |
| MAP2K5 | Dual specificity mitogen-activated protein kinase kinase 5 | Acts as a scaffold for the formation of a ternary MAP3K2/MAP3K3-MAP3K5-MAPK7 signaling complex. |
| MEIS1 | Homeobox protein Meis1 | Acts as a transcriptional regulator of PAX6. |
| MEIS2 | Homeobox protein Meis2 | Involved in transcriptional regulation. |
| MYT1 | Myelin transcription factor 1 | Binds to the promoter region of genes encoding proteolipid proteins of the central nervous system. |
| PKP4 | Plakophilin-4 | Plays a role as a regulator of Rho activity during cytokinesis. |
| PMAIP1 | Phorbol-12-myristate-13-acetate-induced protein 1 | Promotes activation of caspases and apoptosis. |
| PTPRD | Receptor-type tyrosine-protein phosphatase delta | Can bidirectionally induce pre- and post-synaptic differentiation of neurons by mediating interaction with IL1RAP and IL1RAPL1 trans-synaptically. |
Protein-family classification
Druggable: 10 · Difficult: 12 · Unknown: 23 · Druggable fraction: 0.22
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 |
|---|---|---|---|
| Transcription factor | 10 | 1.8× | 0.399 |
| Antibody/Immunoglobulin | 3 | 1.9× | 0.899 |
| Phosphatase | 1 | 1.9× | 0.899 |
| Transporter | 1 | 1.7× | 0.899 |
| Other/Unknown | 23 | 0.9× | 0.899 |
| Protease | 1 | 0.8× | 0.899 |
| Scaffold/PPI | 2 | 0.8× | 0.899 |
| Kinase | 1 | 0.6× | 0.899 |
| Enzyme (other) | 2 | 0.5× | 0.899 |
| GPCR | 1 | 0.5× | 0.899 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| RNF8 | Transcription factor | no | 2.3.2.27 | FHA_dom, Znf_RING, SMAD_FHA_dom_sf |
| SLC40A1 | Transporter | yes | Ferroportin-1, MFS_trans_sf | |
| TOX3 | Other/Unknown | no | HMG_box_dom, HMG_box_dom_sf, TOX_HMG-box_domain | |
| UTRN | Transcription factor | no | Znf_ZZ, WW_dom, Actinin_actin-bd_CS | |
| ATP2C1 | Transcription factor | no | 7.2.2.10 | P_typ_ATPase, ATPase_P-typ_cation-transptr_N, ATPase_P-typ_cation-transptr_C |
| NTNG2 | Other/Unknown | no | EGF, LE_dom, Laminin_N | |
| RANBP17 | Other/Unknown | no | Importin-beta_N, ARM-like, ARM-type_fold | |
| SETBP1 | Other/Unknown | no | AT_hook_DNA-bd_motif | |
| SEMA6D | Scaffold/PPI | no | Semap_dom, Plexin_repeat, WD40/YVTN_repeat-like_dom_sf | |
| GABRR3 | Other/Unknown | no | GABAA/Glycine_rcpt, Neurotrans-gated_channel_TM, Neur_channel | |
| PRMT6 | Enzyme (other) | yes | 2.1.1.319 | Arg_MeTrfase, SAM-dependent_MTases_sf, Methyltransf_25 |
| MDGA1 | Antibody/Immunoglobulin | yes | MAM_dom, Ig_sub2, Ig_sub | |
| LGR6 | GPCR | yes | GPCR_Rhodpsn, LRRNT, Leu-rich_rpt | |
| ADAM2 | Protease | yes | Peptidase_M12B, Disintegrin_dom, Peptidase_M12B_N | |
| DIS3 | Other/Unknown | no | RNase_II/R, PIN_dom, NA-bd_OB-fold | |
| CLN6 | Other/Unknown | no | CLN6 | |
| LRRN1 | Antibody/Immunoglobulin | yes | Cys-rich_flank_reg_C, Leu-rich_rpt, Leu-rich_rpt_typical-subtyp | |
| BTBD9 | Other/Unknown | no | BTB/POZ_dom, FA58C, Galactose-bd-like_sf | |
| CCDC167 | Other/Unknown | no | CC167 | |
| SKOR1 | Other/Unknown | no | SKI/SNO/DAC, DNA-bd_dom_put_sf, SAND-like_dom_sf | |
| CNTN4 | Antibody/Immunoglobulin | yes | Ig_sub2, Ig_sub, FN3_dom | |
| STEAP4 | Other/Unknown | no | Fe3_Rdtase_TM_dom, P5C_Rdtase_cat_N, NAD(P)-bd_dom_sf | |
| ZNF804B | Transcription factor | no | Znf_C2H2_type, Znf_C2H2_sf, ZNF804A-like/GPATCH8 | |
| ASTE1 | Other/Unknown | no | XPG_DNA_repair_N, Asteroid, PIN-like_dom_sf | |
| CCDC148 | Other/Unknown | no | CCDC148/CCDC112 | |
| DACH1 | Other/Unknown | no | SKI/SNO/DAC, DNA-bd_dom_put_sf, Ski_DNA-bd_sf | |
| APLF | Other/Unknown | no | SMAD_FHA_dom_sf, APLF_PBZ, APLF | |
| TANC1 | Scaffold/PPI | no | Ankyrin_rpt, TPR-like_helical_dom_sf, TPR_rpt | |
| MICALL2 | Transcription factor | no | CH_dom, Znf_LIM, bMERB_dom | |
| C1D | Other/Unknown | no | Sas10/Utp3/C1D, Exosome-assoc_fac/DNA_repair | |
| CRBN | Other/Unknown | no | Lon_prtase_N, Yippee/Mis18/Cereblon, PUA-like_sf | |
| DPH6 | Other/Unknown | no | Diphthami_syn_dom, Rossmann-like_a/b/a_fold, DPH6/MJ0570 | |
| PRAC1 | Other/Unknown | no | ||
| DCDC2C | Other/Unknown | no | Doublecortin_dom, Doublecortin_dom_sf | |
| UNCX | Transcription factor | no | HD, Homeodomain-like_sf, Homeobox_CS | |
| GLO1 | Enzyme (other) | yes | 4.4.1.5 | Glyas_Fos-R_dOase_dom, Glyoxalase_1, Glyoxalase_1_CS |
| LMO1 | Transcription factor | no | Znf_LIM, LMO_RBTN_TF | |
| SMAD3 | Other/Unknown | no | SMAD_dom, MAD_homology1_Dwarfin-type, SMAD_FHA_dom_sf | |
| MAP2K5 | Kinase | yes | 2.7.12.2 | PB1_dom, Prot_kinase_dom, Ser/Thr_kinase_AS |
| MEIS1 | Transcription factor | no | HD, KN_HD, Homeodomain-like_sf | |
| MEIS2 | Transcription factor | no | HD, KN_HD, Homeodomain-like_sf | |
| MYT1 | Transcription factor | no | Znf_C2H2C, Myelin_TF, Znf_C2H2C_sf | |
| PKP4 | Other/Unknown | no | Armadillo, ARM-like, ARM-type_fold | |
| PMAIP1 | Other/Unknown | no | Noxa | |
| PTPRD | Phosphatase | yes | 3.1.3.48 | PTP_cat, Tyr_Pase_dom, Tyr_Pase_cat |
Expression context
Cohort genes with no expression data: 0.
37 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) | 1 |
| broad (>20) | 44 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| male germ line stem cell (sensu Vertebrata) in testis | 7 |
| ganglionic eminence | 6 |
| calcaneal tendon | 6 |
| ventricular zone | 6 |
| pancreatic ductal cell | 5 |
| cerebellar hemisphere | 4 |
| cortical plate | 4 |
| buccal mucosa cell | 4 |
| cerebellar cortex | 4 |
| sural nerve | 3 |
| leukocyte | 3 |
| monocyte | 3 |
| primordial germ cell in gonad | 3 |
| left testis | 3 |
| sperm | 3 |
| cerebellum | 3 |
| colonic mucosa | 2 |
| mucosa of sigmoid colon | 2 |
| jejunal mucosa | 2 |
| islet of Langerhans | 2 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| RNF8 | 284 | ubiquitous | marker | cortical plate, ganglionic eminence, cerebellar hemisphere |
| SLC40A1 | 260 | ubiquitous | marker | pancreatic ductal cell, epithelial cell of pancreas, oviduct epithelium |
| TOX3 | 220 | broad | marker | mucosa of sigmoid colon, pancreatic ductal cell, colonic mucosa |
| UTRN | 272 | ubiquitous | marker | calcaneal tendon, tendon, sural nerve |
| ATP2C1 | 289 | ubiquitous | marker | cortical plate, secondary oocyte, ventricular zone |
| NTNG2 | 173 | broad | marker | pancreatic ductal cell, monocyte, leukocyte |
| RANBP17 | 197 | ubiquitous | marker | calcaneal tendon, male germ line stem cell (sensu Vertebrata) in testis, adrenal tissue |
| SETBP1 | 280 | ubiquitous | marker | ventricular zone, buccal mucosa cell, caput epididymis |
| SEMA6D | 251 | broad | marker | jejunal mucosa, substantia nigra pars reticulata, substantia nigra pars compacta |
| GABRR3 | 9 | tissue_specific | marker | male germ line stem cell (sensu Vertebrata) in testis, pancreatic ductal cell, tibialis anterior |
| PRMT6 | 232 | ubiquitous | yes | primordial germ cell in gonad, islet of Langerhans, palpebral conjunctiva |
| MDGA1 | 223 | broad | yes | cerebellar hemisphere, cardiac muscle of right atrium, cerebellar cortex |
| LGR6 | 201 | broad | marker | right coronary artery, descending thoracic aorta, thoracic aorta |
| ADAM2 | 34 | tissue_specific | yes | testis, left testis, right testis |
| DIS3 | 274 | ubiquitous | marker | sperm, calcaneal tendon, male germ cell |
| CLN6 | 139 | ubiquitous | marker | monocyte, leukocyte, bone marrow |
| LRRN1 | 209 | broad | marker | ventricular zone, ganglionic eminence, dorsal root ganglion |
| BTBD9 | 206 | ubiquitous | marker | endothelial cell, mucosa of paranasal sinus, bone marrow cell |
| CCDC167 | 234 | ubiquitous | marker | ganglionic eminence, ventricular zone, cortical plate |
| SKOR1 | 119 | tissue_specific | yes | right hemisphere of cerebellum, cerebellum, cerebellar cortex |
| CNTN4 | 214 | broad | marker | sperm, buccal mucosa cell, lateral nuclear group of thalamus |
| STEAP4 | 239 | broad | marker | pericardium, palpebral conjunctiva, synovial joint |
| ZNF804B | 24 | tissue_specific | marker | male germ line stem cell (sensu Vertebrata) in testis, left lobe of thyroid gland, thyroid gland |
| ASTE1 | 233 | ubiquitous | yes | sperm, male germ cell, male germ line stem cell (sensu Vertebrata) in testis |
| CCDC148 | 172 | marker | bronchial epithelial cell, bronchus, male germ line stem cell (sensu Vertebrata) in testis | |
| DACH1 | 235 | broad | marker | ventricular zone, endothelial cell, ganglionic eminence |
| APLF | 168 | ubiquitous | yes | calcaneal tendon, male germ line stem cell (sensu Vertebrata) in testis, buccal mucosa cell |
| TANC1 | 257 | ubiquitous | marker | upper arm skin, cardiac muscle of right atrium, left ventricle myocardium |
| MICALL2 | 218 | ubiquitous | marker | tibial nerve, sural nerve, right adrenal gland cortex |
| C1D | 133 | ubiquitous | marker | islet of Langerhans, monocyte, leukocyte |
Protein interactions among cohort
Intra-cohort edges: 14.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| SMAD3 | 6,440 |
| DIS3 | 3,833 |
| RNF8 | 3,568 |
| PTPRD | 3,052 |
| PRMT6 | 2,825 |
| MAP2K5 | 2,820 |
| ATP2C1 | 2,410 |
| MEIS1 | 2,354 |
| CRBN | 2,201 |
| SETBP1 | 2,077 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| BTBD9 | MAP2K5 | string_interaction |
| BTBD9 | MEIS1 | string_interaction |
| BTBD9 | PTPRD | string_interaction |
| BTBD9 | TOX3 | string_interaction |
| C1D | DIS3 | biogrid_interaction, intact, string_interaction |
| CRBN | LRRN1 | string_interaction |
| CRBN | MEIS2 | string_interaction |
| DACH1 | SMAD3 | intact |
| LMO1 | RANBP17 | string_interaction |
| LRRN1 | PTPRD | biogrid_interaction, intact |
| MAP2K5 | MEIS1 | string_interaction |
| MAP2K5 | PTPRD | string_interaction |
| MDGA1 | NTNG2 | string_interaction |
| MEIS1 | MEIS2 | biogrid_interaction |
Structural data
PDB: 20 · AlphaFold-only: 25 · No structure: 0
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| CRBN | Q96SW2 | 90 |
| GLO1 | Q04760 | 16 |
| APLF | Q8IW19 | 14 |
| PRMT6 | Q96LA8 | 13 |
| SMAD3 | P84022 | 12 |
| ATP2C1 | P98194 | 11 |
| SLC40A1 | Q9NP59 | 8 |
| PTPRD | P23468 | 8 |
| RNF8 | O76064 | 5 |
| MEIS2 | O14770 | 4 |
| UTRN | P46939 | 3 |
| NTNG2 | Q96CW9 | 3 |
| MDGA1 | Q8NFP4 | 3 |
| DIS3 | Q9Y2L1 | 3 |
| MAP2K5 | Q13163 | 3 |
| STEAP4 | Q687X5 | 2 |
| MEIS1 | O00470 | 2 |
| DACH1 | Q9UI36 | 1 |
| MYT1 | Q01538 | 1 |
| PMAIP1 | Q13794 | 1 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|---|---|
| DPH6 | Q7L8W6 | 89.85 |
| BTBD9 | Q96Q07 | 88.71 |
| C1D | Q13901 | 88.37 |
| LMO1 | P25800 | 88.15 |
| CCDC167 | Q9P0B6 | 87.71 |
| CNTN4 | Q8IWV2 | 86.72 |
| CLN6 | Q9NWW5 | 85.86 |
| RANBP17 | Q9H2T7 | 85.42 |
| ASTE1 | Q2TB18 | 85.40 |
| LRRN1 | Q6UXK5 | 82.05 |
| ADAM2 | Q99965 | 81.05 |
| CCDC148 | Q8NFR7 | 79.14 |
| LGR6 | Q9HBX8 | 77.94 |
| GABRR3 | A8MPY1 | 76.27 |
| DCDC2C | A8MYV0 | 70.53 |
| SEMA6D | Q8NFY4 | 67.95 |
| TANC1 | Q9C0D5 | 62.14 |
| TOX3 | O15405 | 60.22 |
| PRAC1 | Q96KF2 | 59.63 |
| UNCX | A6NJT0 | 59.38 |
| PKP4 | Q99569 | 57.96 |
| MICALL2 | Q8IY33 | 56.94 |
| SKOR1 | P84550 | 55.96 |
| SETBP1 | Q9Y6X0 | 43.30 |
| ZNF804B | A4D1E1 | 43.04 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 142. Enrichment computed across 45 evidence-associated genes (26 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 26 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| Post-translational modification: synthesis of GPI-anchored proteins | 3 | 19.4× | 0.068 | NTNG2, MDGA1, CNTN4 |
| Signalling to ERK5 | 1 | 219.6× | 0.092 | MAP2K5 |
| Defective SLC40A1 causes hemochromatosis 4 (HFE4) (macrophages) | 1 | 219.6× | 0.092 | SLC40A1 |
| Defective CP causes aceruloplasminemia (ACERULOP) | 1 | 219.6× | 0.092 | SLC40A1 |
| Defective SLC40A1 causes hemochromatosis 4 (HFE4) (duodenum) | 1 | 219.6× | 0.092 | SLC40A1 |
| Iron uptake and transport | 2 | 26.6× | 0.092 | SLC40A1, STEAP4 |
| Nuclear RNA decay | 2 | 23.7× | 0.092 | DIS3, C1D |
| Loss of Function of SMAD4 in Cancer | 1 | 146.4× | 0.097 | SMAD3 |
| SMAD4 MH2 Domain Mutants in Cancer | 1 | 146.4× | 0.097 | SMAD3 |
| SMAD2/3 MH2 Domain Mutants in Cancer | 1 | 146.4× | 0.097 | SMAD3 |
| Loss of Function of TGFBR1 in Cancer | 1 | 87.8× | 0.102 | SMAD3 |
| RUNX3 regulates BCL2L11 (BIM) transcription | 1 | 87.8× | 0.102 | SMAD3 |
| Activation of NOXA and translocation to mitochondria | 1 | 73.2× | 0.102 | PMAIP1 |
| Loss of Function of SMAD2/3 in Cancer | 1 | 73.2× | 0.102 | SMAD3 |
| Signaling by TGF-beta Receptor Complex in Cancer | 1 | 73.2× | 0.102 | SMAD3 |
| SMAD2/3 Phosphorylation Motif Mutants in Cancer | 1 | 73.2× | 0.102 | SMAD3 |
| TGFBR1 KD Mutants in Cancer | 1 | 73.2× | 0.102 | SMAD3 |
| rRNA processing in the nucleus and cytosol | 2 | 12.4× | 0.102 | DIS3, C1D |
| rRNA processing | 2 | 11.3× | 0.102 | DIS3, C1D |
| RUNX3 regulates CDKN1A transcription | 1 | 62.8× | 0.112 | SMAD3 |
| Synthesis of diphthamide-EEF2 | 1 | 54.9× | 0.122 | DPH6 |
| BH3-only proteins associate with and inactivate anti-apoptotic BCL-2 members | 1 | 48.8× | 0.131 | PMAIP1 |
| Interaction With Cumulus Cells And The Zona Pellucida | 1 | 39.9× | 0.148 | ADAM2 |
| Fertilization | 1 | 36.6× | 0.148 | ADAM2 |
| Deadenylation-dependent mRNA decay | 1 | 33.8× | 0.148 | DIS3 |
| PERK regulates gene expression | 1 | 31.4× | 0.148 | DIS3 |
| Formation of axial mesoderm | 1 | 31.4× | 0.148 | SMAD3 |
| Signaling by Activin | 1 | 29.3× | 0.148 | SMAD3 |
| Regulation of mRNA stability by proteins that bind AU-rich elements | 1 | 29.3× | 0.148 | DIS3 |
| mRNA decay by 3’ to 5’ exoribonuclease | 1 | 27.4× | 0.148 | DIS3 |
GO biological processes 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.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| embryonic pattern specification | 3 | 39.8× | 0.020 | SMAD3, MEIS1, MEIS2 |
| double-strand break repair via nonhomologous end joining | 3 | 30.8× | 0.022 | RNF8, ASTE1, APLF |
| serotonin metabolic process | 2 | 82.2× | 0.028 | MDGA1, BTBD9 |
| visual learning | 3 | 22.4× | 0.028 | ADAM2, TANC1, MEIS2 |
| presynapse assembly | 2 | 58.7× | 0.036 | MDGA1, PTPRD |
| circadian sleep/wake cycle, non-REM sleep | 1 | 411.0× | 0.047 | BTBD9 |
| spleen trabecula formation | 1 | 411.0× | 0.047 | SLC40A1 |
| negative regulation of lung blood pressure | 1 | 411.0× | 0.047 | SMAD3 |
| ERK5 cascade | 1 | 411.0× | 0.047 | MAP2K5 |
| regulation of miRNA transcription | 1 | 411.0× | 0.047 | SMAD3 |
| iron ion export across plasma membrane | 1 | 411.0× | 0.047 | SLC40A1 |
| negative regulation of myeloid cell differentiation | 2 | 45.7× | 0.047 | MEIS1, MEIS2 |
| release of cytochrome c from mitochondria | 2 | 34.2× | 0.047 | SMAD3, PMAIP1 |
| DNA repair-dependent chromatin remodeling | 2 | 32.9× | 0.047 | RNF8, APLF |
| multicellular organismal-level iron ion homeostasis | 2 | 28.4× | 0.047 | SLC40A1, BTBD9 |
| synaptic membrane adhesion | 2 | 28.4× | 0.047 | NTNG2, PTPRD |
| regulation of presynapse assembly | 2 | 26.5× | 0.047 | NTNG2, MDGA1 |
| modulation of chemical synaptic transmission | 3 | 13.4× | 0.047 | NTNG2, BTBD9, PTPRD |
| brain development | 4 | 7.8× | 0.047 | MDGA1, CNTN4, MEIS1, MEIS2 |
| regulation of immune response | 2 | 24.2× | 0.054 | SMAD3, PTPRD |
| methylglyoxal metabolic process | 1 | 205.5× | 0.066 | GLO1 |
| Golgi calcium ion homeostasis | 1 | 205.5× | 0.066 | ATP2C1 |
| Golgi calcium ion transport | 1 | 205.5× | 0.066 | ATP2C1 |
| positive regulation of transforming growth factor beta3 production | 1 | 205.5× | 0.066 | SMAD3 |
| nuclear mRNA surveillance of mRNA 3’-end processing | 1 | 205.5× | 0.066 | DIS3 |
| trans-Golgi network membrane organization | 1 | 205.5× | 0.066 | ATP2C1 |
| positive regulation of Wnt signaling pathway | 2 | 18.7× | 0.067 | LGR6, CRBN |
| iron import into cell | 1 | 137.0× | 0.069 | STEAP4 |
| negative regulation of monoatomic ion transmembrane transport | 1 | 137.0× | 0.069 | CRBN |
| response to dsRNA | 1 | 137.0× | 0.069 | PMAIP1 |
Therapeutics
Drugs indicated for this disease
3 approved, 10 in late-stage (phase 3) trials. Disease-direct ChEMBL indications, not inferred from the associated-gene cohort below.
| Drug | Development status |
|---|---|
| Gabapentin | Approved (phase 4) |
| Gabapentin Enacarbil | Approved (phase 4) |
| Rotigotine | Approved (phase 4) |
| Benserazide | Phase 3 (in late-stage trials) |
| Cabergoline | Phase 3 (in late-stage trials) |
| Ferric Carboxymaltose | Phase 3 (in late-stage trials) |
| Levodopa | Phase 3 (in late-stage trials) |
| Lisuride | Phase 3 (in late-stage trials) |
| Naloxone | Phase 3 (in late-stage trials) |
| Oxycodone | Phase 3 (in late-stage trials) |
| Pramipexole | Phase 3 (in late-stage trials) |
| Pregabalin | Phase 3 (in late-stage trials) |
| Ropinirole | Phase 3 (in late-stage trials) |
Earlier-phase candidates (phase 2, investigational — efficacy not yet established): Bupropion, Diphenhydramine, Ergocalciferol, IRON ISOMALTOSIDE 1000, Levetiracetam, Methadone, Rasagiline, Sodium Chloride, Suvorexant.
Drug target analysis
Approved (phase 4): 6 · Phase ≥3: 6 · Phased (≥1): 10 · Undrugged: 35
Druggability breadth: 18 of 45 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 |
|---|---|
| PRMT6 | SULFATHIAZOLE |
| CRBN | DASABUVIR |
| GLO1 | TOLMETIN |
| SMAD3 | FLUORESCEIN |
| MAP2K5 | PONATINIB |
| MYT1 | DASATINIB ANHYDROUS |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| MAP2K5 | 69 | 4 |
| CRBN | 18 | 4 |
| GLO1 | 11 | 4 |
| MYT1 | 4 | 4 |
| PRMT6 | 2 | 4 |
| SMAD3 | 2 | 4 |
| SLC40A1 | 1 | 1 |
| UTRN | 1 | 2 |
| GABRR3 | 1 | 1 |
| DACH1 | 1 | 2 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| SULFATHIAZOLE | 4 | PRMT6 |
| DASABUVIR | 4 | CRBN |
| POMALIDOMIDE | 4 | CRBN |
| THALIDOMIDE | 4 | CRBN |
| LENALIDOMIDE | 4 | CRBN |
| PONATINIB | 4 | CRBN, MAP2K5 |
| ASCIMINIB | 4 | CRBN |
| BRIGATINIB | 4 | CRBN |
| CRIZOTINIB | 4 | CRBN |
| TOLMETIN | 4 | GLO1 |
| SULINDAC | 4 | GLO1 |
| ACEMETACIN | 4 | GLO1 |
| INDOMETHACIN | 4 | GLO1 |
| FLUORESCEIN | 4 | SMAD3 |
| AFATINIB | 4 | MAP2K5 |
| VEMURAFENIB | 4 | MAP2K5 |
| FEDRATINIB | 4 | MAP2K5 |
| LENVATINIB | 4 | MAP2K5 |
| AXITINIB | 4 | MAP2K5 |
| SORAFENIB | 4 | MAP2K5 |
| NERATINIB | 4 | MAP2K5 |
| IBRUTINIB | 4 | MAP2K5 |
| DABRAFENIB | 4 | MAP2K5 |
| CABOZANTINIB | 4 | MAP2K5 |
| VANDETANIB | 4 | MAP2K5 |
| NILOTINIB | 4 | MAP2K5 |
| BOSUTINIB | 4 | MAP2K5 |
| GILTERITINIB | 4 | MAP2K5 |
| PAZOPANIB | 4 | MAP2K5 |
| NINTEDANIB | 4 | MAP2K5 |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 6.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| CRBN | 5,948 | Binding:5779, Functional:154, ADMET:15 |
| MAP2K5 | 207 | Binding:205, Functional:1, ADMET:1 |
| PRMT6 | 194 | Binding:179, Functional:15 |
| GLO1 | 72 | Binding:70, ADMET:1, Functional:1 |
| SMAD3 | 24 | Binding:18, Functional:6 |
| SLC40A1 | 14 | Binding:14 |
| MYT1 | 9 | Binding:9 |
| GABRR3 | 7 | Functional:7 |
| DACH1 | 7 | Binding:7 |
| UTRN | 5 | Binding:3, ADMET:2 |
| MEIS1 | 5 | Binding:5 |
| ATP2C1 | 1 | Binding:1 |
| LGR6 | 1 | Binding:1 |
| DIS3 | 1 | Binding:1 |
| CLN6 | 1 | Binding:1 |
| PKP4 | 1 | Binding:1 |
| PMAIP1 | 1 | Binding:1 |
| PTPRD | 1 | Binding:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|---|---|
| RNF8 | 2.3.2.27 | RING-type E3 ubiquitin transferase |
| ATP2C1 | 7.2.2.10 | P-type Ca2+ transporter |
| PRMT6 | 2.1.1.319 | type I protein arginine methyltransferase |
| GLO1 | 4.4.1.5 | lactoylglutathione lyase |
| MAP2K5 | 2.7.12.2 | mitogen-activated protein kinase kinase |
| 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 |
|---|---|
| PRMT6 | 194 |
| CRBN | 5,948 |
| MAP2K5 | 207 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 45; 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) |
|---|---|---|
| SULFATHIAZOLE | 4 | PRMT6 |
| DASABUVIR | 4 | CRBN |
| POMALIDOMIDE | 4 | CRBN |
| THALIDOMIDE | 4 | CRBN |
| LENALIDOMIDE | 4 | CRBN |
| PONATINIB | 4 | CRBN, MAP2K5 |
| ASCIMINIB | 4 | CRBN |
| BRIGATINIB | 4 | CRBN |
| CRIZOTINIB | 4 | CRBN |
| TOLMETIN | 4 | GLO1 |
| SULINDAC | 4 | GLO1 |
| ACEMETACIN | 4 | GLO1 |
| INDOMETHACIN | 4 | GLO1 |
| FLUORESCEIN | 4 | SMAD3 |
| AFATINIB | 4 | MAP2K5 |
| VEMURAFENIB | 4 | MAP2K5 |
| FEDRATINIB | 4 | MAP2K5 |
| LENVATINIB | 4 | MAP2K5 |
| AXITINIB | 4 | MAP2K5 |
| SORAFENIB | 4 | MAP2K5 |
| NERATINIB | 4 | MAP2K5 |
| IBRUTINIB | 4 | MAP2K5 |
| DABRAFENIB | 4 | MAP2K5 |
| CABOZANTINIB | 4 | MAP2K5 |
| VANDETANIB | 4 | MAP2K5 |
| NILOTINIB | 4 | MAP2K5 |
| BOSUTINIB | 4 | MAP2K5 |
| GILTERITINIB | 4 | MAP2K5 |
| PAZOPANIB | 4 | MAP2K5 |
| NINTEDANIB | 4 | MAP2K5 |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 6 | PRMT6, CRBN, GLO1, SMAD3, MAP2K5, MYT1 |
| B | Phased (≥1) drug, not yet approved | 4 | SLC40A1, UTRN, GABRR3, DACH1 |
| C | Druggable family + PDB, no drug | 2 | MDGA1, PTPRD |
| D | Druggable family + AlphaFold only, no drug | 4 | LGR6, ADAM2, LRRN1, CNTN4 |
| E | Difficult family or no structure, no drug | 29 | RNF8, TOX3, ATP2C1, NTNG2, RANBP17, SETBP1, SEMA6D, DIS3, CLN6, BTBD9 (+19 more) |
Undrugged target profiles
35 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| LRRN1 | 0 | CRBN |
| BTBD9 | 0 | MAP2K5 |
| MEIS2 | 0 | CRBN |
| RNF8 | 0 | — |
| TOX3 | 0 | — |
| ATP2C1 | 1 | — |
| NTNG2 | 0 | — |
| RANBP17 | 0 | — |
| SETBP1 | 0 | — |
| SEMA6D | 0 | — |
| MDGA1 | 0 | — |
| LGR6 | 1 | — |
| ADAM2 | 0 | — |
| DIS3 | 1 | — |
| CLN6 | 1 | — |
| CCDC167 | 0 | — |
| SKOR1 | 0 | — |
| CNTN4 | 0 | — |
| STEAP4 | 0 | — |
| ZNF804B | 0 | — |
| ASTE1 | 0 | — |
| CCDC148 | 0 | — |
| APLF | 0 | — |
| TANC1 | 0 | — |
| MICALL2 | 0 | — |
| C1D | 0 | — |
| DPH6 | 0 | — |
| PRAC1 | 0 | — |
| DCDC2C | 0 | — |
| UNCX | 0 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 233.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| Not specified | 111 |
| PHASE3 | 40 |
| PHASE2 | 35 |
| PHASE4 | 29 |
| PHASE1 | 8 |
| PHASE2/PHASE3 | 5 |
| PHASE1/PHASE2 | 5 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT02670161 | PHASE4 | ENROLLING_BY_INVITATION | Quality Improvement and Practice Based Research in Neurology Using the EMR |
| NCT05003648 | PHASE4 | ACTIVE_NOT_RECRUITING | Treating Leg Symptoms in Women With X-linked Adrenoleukodystrophy |
| NCT00200941 | PHASE4 | COMPLETED | Efficacy and Safety Study of Topiramate to Treat Restless Legs Syndrome |
| NCT00329602 | PHASE4 | COMPLETED | Long-term Study Of Ropinirole In Restless Legs Syndrome |
| NCT00344994 | PHASE4 | COMPLETED | SWITCH:Restless Legs Patients Switched to Ropinirole From Pramipexole |
| NCT00349531 | PHASE4 | COMPLETED | A Phase IV Trial With Pramipexole to Investigate the Effects on RLS Symptoms and Sleep Disturbance in Patients With RLS |
| NCT00356096 | PHASE4 | COMPLETED | Phase IV Trial With Pramipexole to Evaluate Safety and Efficacy in Patients With RLS Associated With Mood Disturbances |
| NCT00373542 | PHASE4 | COMPLETED | 12-week Polysomnography Study of Ropinirole Controlled Release for Restless Legs Syndrome |
| NCT00375284 | PHASE4 | COMPLETED | A 6 Week Trial to Study the Efficacy and Safety of a Starting Dose 0.25 mg Pramipexole (Mirapex) in Patients With RLS |
| NCT00472199 | PHASE4 | COMPLETED | Long-term Efficacy, Safety and Tolerability of Pramipexole in Patients With Idiopathic Moderate to Severe Restless Legs Syndrome (RLS) |
| NCT00584246 | PHASE4 | WITHDRAWN | Pregabalin (Lyrica) for the Treatment of Restless Legs Syndrome |
| NCT01245777 | PHASE4 | COMPLETED | Restless Legs Syndrome With Iron Deficiency or Anaemia in the 3rd Trimester of Pregnancy |
| NCT01455012 | PHASE4 | COMPLETED | Effects of Neupro on Cardiovascular Observations in Patients With Restless Legs Syndrome |
| NCT01668667 | PHASE4 | COMPLETED | Gabapentin Enacarbil (GSK1838262) Adult Restless Leg Syndrome (RLS) Post Marketing Commitment Study |
| NCT01823770 | PHASE4 | COMPLETED | Effect of Rotigotine Patch Treatment on Cardiovascular Markers in Idiopathic Restless Legs Syndrome |
| NCT01976871 | PHASE4 | COMPLETED | Switching From Oral Dopamine Agonists to Rotigotine |
| NCT01981941 | PHASE4 | COMPLETED | Post-marketing Study of Gabapentin Enacarbil to Evaluate the Effect in Restless Leg Syndrome (RLS) Patients With Moderate Renal Impairment |
| NCT02025608 | PHASE4 | COMPLETED | Autonomic Function and Cardiovascular Risk in Restless Legs Syndrome |
| NCT02117076 | PHASE4 | TERMINATED | Blinded, Randomized Study of Gabapentin (Neurontin®) and Gabapentin Enacarbil (Horizant™) in Restless Leg Syndrome |
| NCT02138357 | PHASE4 | WITHDRAWN | Butrans for Treatment of Restless Legs Syndrome |
| NCT02424695 | PHASE4 | UNKNOWN | Effects of Gabapentin Enacarbil on Arousals, Heart Rate, Blood Pressure and PLMs in Restless Legs Syndrome |
| NCT02560766 | PHASE4 | UNKNOWN | An Efficacy and Safety Evaluation of HORIZANT in Adolescents With Moderate-to-Severe Primary RLS |
| NCT02633683 | PHASE4 | UNKNOWN | An Extension Study to Evaluate the Efficacy and Safety of HORIZANT in Adolescents With Moderate-to-Severe Primary RLS |
| NCT03053427 | PHASE4 | COMPLETED | A Study of Oral Dosing of Gabapentin Enacarbil in Japanese Restless Legs Syndrome Patients |
| NCT03817554 | PHASE4 | TERMINATED | Pramipexole for Restless Leg Syndrome in Peritoneal Dialysis Patients |
| NCT04610827 | PHASE4 | TERMINATED | Oral Iron Frequency for Childhood Restless Leg Syndrome/Periodic Limb Movement Disorder |
| NCT04706091 | PHASE4 | COMPLETED | Efficacy of Suvorexant in Patients With Effectively Treated Restless Legs Syndrome and Persistent Chronic Insomnia |
| NCT05529095 | PHASE4 | UNKNOWN | Sublingual Apomorphine in Refractory Restless Legs Syndrome |
| NCT05581576 | PHASE4 | UNKNOWN | Pitolisant in Refractory Restless Legs Syndrome |
| NCT00133198 | PHASE3 | COMPLETED | Efficacy and Safety of Pramipexole Compared to Placebo in the Treatment of Restless Legs Syndrome (RLS) |
| NCT00135993 | PHASE3 | COMPLETED | Four Different Transdermal Doses of Rotigotine in Subjects With Idiopathic Restless Legs Syndrome |
| NCT00136045 | PHASE3 | COMPLETED | Three Different Transdermal Doses of Rotigotine in Subjects With Idiopathic Restless Leg Syndrome |
| NCT00144209 | PHASE3 | COMPLETED | Assess Efficacy and Safety of the Dopamine Agonist Pramipexole Versus Levodopa / Benserazide (Madopar® DR) in Patients With Restless Legs Syndrome |
| NCT00152958 | PHASE3 | COMPLETED | A Study in Patients Suffering From Idiopathic Restless Legs Syndrome Who Responded to a Preceding, 6-month Treatment With Open-label Pramipexole Including Titration (0.125, 0.25, 0.5, 0.75 mg Orally q.n.) |
| NCT00197080 | PHASE3 | COMPLETED | Ropinirole XR (Extended Release) In Patients With Restless Legs Syndrome |
| NCT00225862 | PHASE3 | COMPLETED | A Clinical Research Study Evaluating Ropinirole Treatment For Restless Legs Syndrome (RLS) |
| NCT00256854 | PHASE3 | COMPLETED | Converting From Ropinirole Immediate Release (IR) To Ropinirole Controlled-Release for RLS (Restless Legs Syndrome) |
| NCT00263068 | PHASE3 | COMPLETED | An Extension Trial to Investigate Long-Term Treatment With Transdermal Rotigotine in Idiopathic Restless Legs Syndrome |
| NCT00275236 | PHASE3 | COMPLETED | A Sleep Lab Trial to Investigate the Efficacy and Safety of Transdermal Rotigotine in Subjects With Idiopathic Restless Legs Syndrome |
| NCT00275457 | PHASE3 | COMPLETED | Efficacy and Safety of Pramipexole (PPX) in Moderate to Severe Idiopathic Restless Legs Syndrome (RLS) Patients |
Drugs tested across these trials (top 30)
| Molecule | Max phase | Trials referencing |
|---|---|---|
| ROPINIROLE | 4 | 32 |
| PRAMIPEXOLE | 4 | 19 |
| ROTIGOTINE | 4 | 18 |
| GABAPENTIN ENACARBIL | 4 | 14 |
| BUPROPION | 4 | 3 |
| PITOLISANT | 4 | 3 |
| CABERGOLINE | 4 | 2 |
| FERRIC CARBOXYMALTOSE | 4 | 2 |
| FERROUS SULFATE | 4 | 2 |
| SUVOREXANT | 4 | 2 |
| ASCORBIC ACID | 4 | 1 |
| BIOTIN | 4 | 1 |
| DIPHENHYDRAMINE | 4 | 1 |
| FERUMOXYTOL | 4 | 1 |
| INCOBOTULINUMTOXINA | 4 | 1 |
| ISTRADEFYLLINE | 4 | 1 |
| LEVODOPA | 4 | 1 |
| MAGNESIUM CITRATE | 4 | 1 |
| METHYLPREDNISOLONE ACETATE | 4 | 1 |
| PREGABALIN | 4 | 1 |
| RASAGILINE | 4 | 1 |
| TOPIRAMATE | 4 | 1 |
| TYROSINE | 4 | 1 |
| VITAMIN E | 4 | 1 |
| DEXPRAMIPEXOLE | 3 | 18 |
| CRISUGABALIN | 3 | 1 |
| ECOPIPAM | 3 | 1 |
| ESMETHADONE | 3 | 1 |
| IRON ISOMALTOSIDE 1000 | 3 | 1 |
| LISURIDE | 3 | 1 |
Related Atlas pages
- Cohort genes: RNF8, SLC40A1, TOX3, UTRN, ATP2C1, NTNG2, RANBP17, SETBP1, SEMA6D, GABRR3, PRMT6, MDGA1, LGR6, ADAM2, DIS3, CLN6, LRRN1, BTBD9, CCDC167, SKOR1, CNTN4, STEAP4, ZNF804B, ASTE1, CCDC148, DACH1, APLF, TANC1, MICALL2, C1D, CRBN, DPH6, PRAC1, DCDC2C, UNCX, GLO1, LMO1, SMAD3, MAP2K5, MEIS1, MEIS2, MYT1, PKP4, PMAIP1, PTPRD
- Drugs: Ropinirole, Pramipexole, Rotigotine, Gabapentin Enacarbil, Bupropion, Pitolisant, Cabergoline, Ferric Carboxymaltose, Ferrous, Suvorexant, Ascorbic Acid, Biotin, Diphenhydramine, Ferumoxytol, Incobotulinumtoxina, Istradefylline, Levodopa, Magnesium, Methylprednisolone Acetate, Pregabalin, Rasagiline, Topiramate, Tyrosine, Vitamin E, Dexpramipexole, Crisugabalin, Ecopipam, Esmethadone, IRON ISOMALTOSIDE 1000, Lisuride