Specific learning disability
diseaseOn this page
Also known as specific learning difficultyspecific learning disorder
Summary
Specific learning disability (MONDO:0016225) is a disease with 15 cohort genes and 21 clinical trials.
At a glance
- Cohort genes: 15
- ClinVar variants: 42
- Clinical trials: 21
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | specific learning disability |
| Mondo ID | MONDO:0016225 |
| MeSH | D000067559 |
| Orphanet | 211047 |
| UMLS | C4025790 |
| MedGen | 871302 |
| Is cancer (heuristic) | no |
Also known as: specific learning difficulty · specific learning disorder
Data availability: 42 ClinVar variants.
Disease family
An umbrella term covering 2 Mondo subtypes.
Classification path: disease › human disease › disease by body system or component › nervous system disorder › specific learning disability
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, restless legs syndrome, 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, 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
Subtypes (2): specific language disorder, non-verbal learning disability
Genetics & variants
GWAS landscape
No GWAS associations recorded — common-variant (GWAS) studies don’t cover this disease (typical for Mendelian / rare diseases). See the curated gene cohort and Mendelian overlap below.
Variant details and genetic-evidence tiers
ClinVar germline variants
42 retrieved; paginated sample, class counts are floors:
22 pathogenic, 11 uncertain significance, 6 likely pathogenic, 2 pathogenic/likely pathogenic, 1 conflicting classifications of pathogenicity
| ClinVar | Variant (HGVS) | Gene | Classification | Review |
|---|---|---|---|---|
| 267840 | 46;XY;t(15;17)(q24;q21.3)dn | Pathogenic | criteria provided, single submitter | |
| 267841 | 46;XX;t(7;13)(p13;q34)dn | Pathogenic | criteria provided, single submitter | |
| 267870 | 46;XX;t(11;12)(p12;p12.1)dn | Pathogenic | criteria provided, single submitter | |
| 267882 | 46;XX;inv(7)(q11.23q36.3)dn | Pathogenic | criteria provided, single submitter | |
| 268035 | 46;XX;t(19;21)(q13.3;q22.3)dn | Pathogenic | criteria provided, single submitter | |
| 268036 | 46;XX;t(2;10)(q22;22.3)dn | Pathogenic | criteria provided, single submitter | |
| 268039 | 46;XY;t(3;18)(q13.31;q22.1)dn | Pathogenic | criteria provided, single submitter | |
| 1700601 | NM_014921.5(ADGRL1):c.3391C>T (p.Arg1131Ter) | ADGRL1 | Pathogenic | criteria provided, single submitter |
| 1700606 | NM_014921.5(ADGRL1):c.3517C>T (p.Arg1173Ter) | ADGRL1 | Pathogenic | criteria provided, single submitter |
| 626905 | NM_001195305.3(BBIP1):c.109C>T (p.Gln37Ter) | BBIP1 | Pathogenic | no assertion criteria provided |
| 1332907 | NM_022552.5(DNMT3A):c.1647C>A (p.Cys549Ter) | DNMT3A | Pathogenic | criteria provided, multiple submitters, no conflicts |
| 1330177 | GRCh37/hg19 19p13.11-q13.2(chr19:19546923-41313229)x3 | FBL | Pathogenic | criteria provided, single submitter |
| 813003 | NM_014727.3(KMT2B):c.3143_3149del (p.Gly1048fs) | KMT2B | Pathogenic | no assertion criteria provided |
| 917742 | NM_002745.5(MAPK1):c.221T>A (p.Ile74Asn) | MAPK1 | Pathogenic | criteria provided, single submitter |
| 917743 | NM_002745.5(MAPK1):c.238C>T (p.His80Tyr) | MAPK1 | Pathogenic | criteria provided, multiple submitters, no conflicts |
| 917744 | NM_002745.5(MAPK1):c.521C>T (p.Ala174Val) | MAPK1 | Pathogenic | criteria provided, multiple submitters, no conflicts |
| 917745 | NM_002745.5(MAPK1):c.952G>A (p.Asp318Asn) | MAPK1 | Pathogenic/Likely pathogenic | criteria provided, multiple submitters, no conflicts |
| 917746 | NM_002745.5(MAPK1):c.953A>G (p.Asp318Gly) | MAPK1 | Pathogenic | criteria provided, multiple submitters, no conflicts |
| 917748 | NM_002745.5(MAPK1):c.964G>C (p.Glu322Gln) | MAPK1 | Pathogenic/Likely pathogenic | criteria provided, multiple submitters, no conflicts |
| 917749 | NM_002745.5(MAPK1):c.968C>G (p.Pro323Arg) | MAPK1 | Pathogenic | criteria provided, single submitter |
| 983496 | NM_001382637.1(OTUD7A):c.697C>T (p.Leu233Phe) | OTUD7A | Pathogenic | no assertion criteria provided |
| 1703558 | GRCh37/hg19 10q23.31(chr10:89698323-90252519) | PTEN | Pathogenic | no assertion criteria provided |
| 40554 | NM_002834.5(PTPN11):c.1493G>T (p.Arg498Leu) | PTPN11 | Pathogenic | criteria provided, multiple submitters, no conflicts |
| 1180447 | NM_012479.4(YWHAG):c.89dup (p.Thr31fs) | YWHAG | Pathogenic | no assertion criteria provided |
| 267818 | 46;X;t(Y;3)(p11.2;p12.3)dn | Likely pathogenic | criteria provided, single submitter | |
| 267834 | 46;X;t(Y;16)(q11.23;p11.2);t(6;21)(p21.3;p13)dn | Likely pathogenic | criteria provided, single submitter | |
| 267875 | 46;XX;t(10;14)(p13;q21)dn | Likely pathogenic | criteria provided, single submitter | |
| 267905 | 46;XY;t(4;14;4;1)(q28.2;q13.1;28.2q21;p32.3)dn | Likely pathogenic | criteria provided, single submitter | |
| 374121 | NM_004586.3(RPS6KA3):c.533C>G (p.Ala178Gly) | RPS6KA3 | Likely pathogenic | criteria provided, single submitter |
| 812998 | NM_001199107.2(TBC1D24):c.901C>T (p.Gln301Ter) | TBC1D24 | Likely pathogenic | no assertion criteria provided |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 45 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| RPS6KA3 | Orphanet:192 | Coffin-Lowry syndrome |
| RPS6KA3 | Orphanet:276630 | Symptomatic form of Coffin-Lowry syndrome in female carriers |
| RPS6KA3 | Orphanet:777 | X-linked non-syndromic intellectual disability |
| YWHAG | Orphanet:442835 | Non-specific early-onset epileptic encephalopathy |
| KMT2B | Orphanet:528084 | Non-specific syndromic intellectual disability |
| KMT2B | Orphanet:589618 | Dystonia 28 |
| ADGRL1 | Orphanet:528084 | Non-specific syndromic intellectual disability |
| BBIP1 | Orphanet:110 | Bardet-Biedl syndrome |
| IQSEC2 | Orphanet:217377 | Microduplication Xp11.22p11.23 syndrome |
| IQSEC2 | Orphanet:397933 | Severe intellectual disability-progressive postnatal microcephaly-midline stereotypic hand movements syndrome |
| IQSEC2 | Orphanet:819 | Smith-Magenis syndrome |
| TBC1D24 | Orphanet:163727 | Rolandic epilepsy-paroxysmal exercise-induced dystonia-writer’s cramp syndrome |
| TBC1D24 | Orphanet:293181 | Epilepsy of infancy with migrating focal seizures |
| TBC1D24 | Orphanet:352582 | Familial infantile myoclonic epilepsy |
| TBC1D24 | Orphanet:352587 | Focal epilepsy-intellectual disability-cerebro-cerebellar malformation |
| TBC1D24 | Orphanet:352596 | Progressive myoclonic epilepsy with dystonia |
| TBC1D24 | Orphanet:79500 | DOORS syndrome |
| TBC1D24 | Orphanet:90635 | Rare autosomal dominant non-syndromic sensorineural deafness type DFNA |
| TBC1D24 | Orphanet:90636 | Rare autosomal recessive non-syndromic sensorineural deafness type DFNB |
| PDPN | Orphanet:1606 | 1p36 deletion syndrome |
| DNMT3A | Orphanet:276621 | Sporadic pheochromocytoma/secreting paraganglioma |
| DNMT3A | Orphanet:404443 | Tatton-Brown-Rahman syndrome |
| DNMT3A | Orphanet:658595 | DNMT3A-related microcephalic dwarfism |
| DNMT3A | Orphanet:86845 | Acute myeloid leukaemia with myelodysplasia-related features |
| GHR | Orphanet:314802 | Short stature due to partial GHR deficiency |
| GHR | Orphanet:633 | Laron syndrome |
| MAPK1 | Orphanet:261330 | Distal 22q11.2 microdeletion syndrome |
| PTEN | Orphanet:109 | Bannayan-Riley-Ruvalcaba syndrome |
| PTEN | Orphanet:137608 | Segmental outgrowth-lipomatosis-arteriovenous malformation-epidermal nevus syndrome |
| PTEN | Orphanet:145 | Hereditary breast and/or ovarian cancer syndrome |
| PTEN | Orphanet:201 | Cowden syndrome |
| PTEN | Orphanet:210548 | Macrocephaly-intellectual disability-autism syndrome |
| PTEN | Orphanet:2969 | Proteus-like syndrome |
| PTEN | Orphanet:494547 | Squamous cell carcinoma of the hypopharynx |
| PTEN | Orphanet:494550 | Squamous cell carcinoma of the larynx |
| PTEN | Orphanet:500464 | Squamous cell carcinoma of the nasal cavity and paranasal sinuses |
| PTEN | Orphanet:500478 | Squamous cell carcinoma of the oropharynx |
| PTEN | Orphanet:502363 | Squamous cell carcinoma of the oral cavity |
| PTEN | Orphanet:502366 | Squamous cell carcinoma of the lip |
| PTEN | Orphanet:65285 | Lhermitte-Duclos disease |
| PTEN | Orphanet:79076 | Juvenile polyposis of infancy |
| PTPN11 | Orphanet:2499 | Metachondromatosis |
| PTPN11 | Orphanet:500 | Noonan syndrome with multiple lentigines |
| PTPN11 | Orphanet:648 | Noonan syndrome |
| PTPN11 | Orphanet:86834 | Juvenile myelomonocytic leukemia |
Cohort genes → proteins
15 cohort genes, 15 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| multi_evidence | 15 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| RPS6KA3 | HGNC:10432 | ENSG00000177189 | P51812 | Ribosomal protein S6 kinase alpha-3 | clinvar |
| YWHAG | HGNC:12852 | ENSG00000170027 | P61981 | 14-3-3 protein gamma | clinvar |
| KMT2B | HGNC:15840 | ENSG00000272333 | Q9UMN6 | Histone-lysine N-methyltransferase 2B | clinvar |
| OTUD7A | HGNC:20718 | ENSG00000169918 | Q8TE49 | OTU domain-containing protein 7A | clinvar |
| ADGRL1 | HGNC:20973 | ENSG00000072071 | O94910 | Adhesion G protein-coupled receptor L1 | clinvar |
| BBIP1 | HGNC:28093 | ENSG00000214413 | A8MTZ0 | BBSome-interacting protein 1 | clinvar |
| IQSEC2 | HGNC:29059 | ENSG00000124313 | Q5JU85 | IQ motif and SEC7 domain-containing protein 2 | clinvar |
| TBC1D24 | HGNC:29203 | ENSG00000162065 | Q9ULP9 | TBC1 domain family member 24 | clinvar |
| PDPN | HGNC:29602 | ENSG00000162493 | Q86YL7 | Podoplanin | clinvar |
| DNMT3A | HGNC:2978 | ENSG00000119772 | Q9Y6K1 | DNA (cytosine-5)-methyltransferase 3A | clinvar |
| FBL | HGNC:3599 | ENSG00000105202 | P22087 | rRNA 2’-O-methyltransferase fibrillarin | clinvar |
| GHR | HGNC:4263 | ENSG00000112964 | P10912 | Growth hormone receptor | clinvar |
| MAPK1 | HGNC:6871 | ENSG00000100030 | P28482 | Mitogen-activated protein kinase 1 | clinvar |
| PTEN | HGNC:9588 | ENSG00000171862 | P60484 | Phosphatidylinositol 3,4,5-trisphosphate 3-phosphatase and dual-specificity protein phosphatase PTEN | clinvar |
| PTPN11 | HGNC:9644 | ENSG00000179295 | Q06124 | Tyrosine-protein phosphatase non-receptor type 11 | clinvar |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| RPS6KA3 | Ribosomal protein S6 kinase alpha-3 | Serine/threonine-protein kinase that acts downstream of ERK (MAPK1/ERK2 and MAPK3/ERK1) signaling and mediates mitogenic and stress-induced activation of the transcription factors CREB1, ETV1/ER81 and NR4A1/NUR77, regulates translation thr… |
| YWHAG | 14-3-3 protein gamma | Adapter protein implicated in the regulation of a large spectrum of both general and specialized signaling pathways. |
| KMT2B | Histone-lysine N-methyltransferase 2B | Histone methyltransferase that catalyzes methyl group transfer from S-adenosyl-L-methionine to the epsilon-amino group of ‘Lys-4’ of histone H3 (H3K4) via a non-processive mechanism. |
| OTUD7A | OTU domain-containing protein 7A | Deubiquitinase, which cleaves ‘Lys-11’-linked polyubiquitin chains. |
| ADGRL1 | Adhesion G protein-coupled receptor L1 | Calcium-independent receptor of high affinity for alpha-latrotoxin, an excitatory neurotoxin present in black widow spider venom which triggers massive exocytosis from neurons and neuroendocrine cells. |
| BBIP1 | BBSome-interacting protein 1 | The BBSome complex is thought to function as a coat complex required for sorting of specific membrane proteins to the primary cilia. |
| IQSEC2 | IQ motif and SEC7 domain-containing protein 2 | Is a guanine nucleotide exchange factor for the ARF GTP-binding proteins. |
| TBC1D24 | TBC1 domain family member 24 | May act as a GTPase-activating protein for Rab family protein(s). |
| PDPN | Podoplanin | Mediates effects on cell migration and adhesion through its different partners. |
| DNMT3A | DNA (cytosine-5)-methyltransferase 3A | Required for genome-wide de novo methylation and is essential for the establishment of DNA methylation patterns during development. |
| FBL | rRNA 2’-O-methyltransferase fibrillarin | S-adenosyl-L-methionine-dependent methyltransferase that has the ability to methylate both RNAs and proteins. |
| GHR | Growth hormone receptor | Receptor for pituitary gland growth hormone (GH1) involved in regulating postnatal body growth. |
| MAPK1 | Mitogen-activated protein kinase 1 | Serine/threonine kinase which acts as an essential component of the MAP kinase signal transduction pathway. |
| PTEN | Phosphatidylinositol 3,4,5-trisphosphate 3-phosphatase and dual-specificity protein phosphatase PTEN | Dual-specificity protein phosphatase, dephosphorylating tyrosine-, serine- and threonine-phosphorylated proteins. |
| PTPN11 | Tyrosine-protein phosphatase non-receptor type 11 | Acts downstream of various receptor and cytoplasmic protein tyrosine kinases to participate in the signal transduction from the cell surface to the nucleus. |
Protein-family classification
Druggable: 7 · Difficult: 3 · Unknown: 5 · Druggable fraction: 0.47
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 |
|---|---|---|---|
| Phosphatase | 2 | 11.2× | 0.107 |
| Complement | 1 | 17.9× | 0.218 |
| Kinase | 2 | 3.7× | 0.267 |
| Antibody/Immunoglobulin | 1 | 1.9× | 0.675 |
| GPCR | 1 | 1.6× | 0.675 |
| Scaffold/PPI | 1 | 1.1× | 0.675 |
| Transcription factor | 2 | 1.1× | 0.675 |
| Other/Unknown | 5 | 0.6× | 0.978 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| RPS6KA3 | Kinase | yes | 2.7.11.1 | Prot_kinase_dom, AGC-kinase_C, Ser/Thr_kinase_AS |
| YWHAG | Other/Unknown | no | 14-3-3, 14-3-3_CS, 14-3-3_domain | |
| KMT2B | Transcription factor | no | SET_dom, Znf_PHD, Znf_CXXC | |
| OTUD7A | Transcription factor | no | Znf_A20, OTU_dom, OTU_Deubiquitinase | |
| ADGRL1 | GPCR | yes | GPS, GPCR_2_secretin-like, Lectin_gal-bd_dom | |
| BBIP1 | Other/Unknown | no | BBIP10 | |
| IQSEC2 | Scaffold/PPI | no | Sec7_dom, PH_domain, PH-like_dom_sf | |
| TBC1D24 | Other/Unknown | no | Rab-GAP-TBC_dom, TLDc_dom, Rab-GAP_TBC_sf | |
| PDPN | Other/Unknown | no | Podoplanin_domain | |
| DNMT3A | Complement | yes | 2.1.1.37 | PWWP_dom, C5_MeTfrase, C5_DNA_meth_AS |
| FBL | Other/Unknown | no | Fibrillarin, Fibrillarin_CS, SAM-dependent_MTases_sf | |
| GHR | Antibody/Immunoglobulin | yes | Long_hematopoietin_rcpt_CS, FN3_dom, Ig-like_fold | |
| MAPK1 | Kinase | yes | 2.7.11.24 | Prot_kinase_dom, MAP_kinase_CS, Ser/Thr_kinase_AS |
| PTEN | Phosphatase | yes | 3.1.3.16 | Tyr_Pase_dom, Tyr_Pase_cat, Tensin_C2-dom |
| PTPN11 | Phosphatase | yes | 3.1.3.48 | PTP_cat, Tyr_Pase_dom, SH2 |
Expression context
Cohort genes with no expression data: 0.
13 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) | 0 |
| broad (>20) | 15 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| Brodmann (1909) area 23 | 3 |
| middle temporal gyrus | 3 |
| cartilage tissue | 2 |
| endothelial cell | 2 |
| cerebellar cortex | 2 |
| right hemisphere of cerebellum | 2 |
| sperm | 2 |
| ganglionic eminence | 2 |
| colonic mucosa | 1 |
| mucosa of sigmoid colon | 1 |
| lateral nuclear group of thalamus | 1 |
| pons | 1 |
| substantia nigra pars compacta | 1 |
| left testis | 1 |
| lower esophagus mucosa | 1 |
| right testis | 1 |
| cerebellum | 1 |
| buccal mucosa cell | 1 |
| epithelium of nasopharynx | 1 |
| cerebellar hemisphere | 1 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| RPS6KA3 | 285 | ubiquitous | marker | cartilage tissue, mucosa of sigmoid colon, colonic mucosa |
| YWHAG | 266 | ubiquitous | marker | lateral nuclear group of thalamus, pons, substantia nigra pars compacta |
| KMT2B | 269 | ubiquitous | marker | right testis, left testis, lower esophagus mucosa |
| OTUD7A | 178 | broad | yes | endothelial cell, Brodmann (1909) area 23, middle temporal gyrus |
| ADGRL1 | 134 | broad | marker | right hemisphere of cerebellum, cerebellum, cerebellar cortex |
| BBIP1 | 288 | ubiquitous | marker | epithelium of nasopharynx, buccal mucosa cell, sperm |
| IQSEC2 | 236 | ubiquitous | yes | right hemisphere of cerebellum, cerebellar hemisphere, cerebellar cortex |
| TBC1D24 | 227 | ubiquitous | marker | parotid gland, Brodmann (1909) area 23, middle temporal gyrus |
| PDPN | 248 | ubiquitous | marker | tibia, primordial germ cell in gonad, cartilage tissue |
| DNMT3A | 223 | ubiquitous | marker | sural nerve, ganglionic eminence, ventricular zone |
| FBL | 134 | ubiquitous | marker | ganglionic eminence, left ovary, ovary |
| GHR | 248 | ubiquitous | marker | skeletal muscle tissue of rectus abdominis, skeletal muscle tissue of biceps brachii, biceps brachii |
| MAPK1 | 299 | ubiquitous | marker | middle temporal gyrus, postcentral gyrus, Brodmann (1909) area 23 |
| PTEN | 256 | ubiquitous | marker | sperm, endothelial cell, calcaneal tendon |
| PTPN11 | 295 | ubiquitous | marker | medial globus pallidus, dorsal motor nucleus of vagus nerve, globus pallidus |
Protein interactions among cohort
Intra-cohort edges: 6.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| PTEN | 11,626 |
| MAPK1 | 8,003 |
| PTPN11 | 6,009 |
| FBL | 5,696 |
| DNMT3A | 4,771 |
| YWHAG | 3,643 |
| RPS6KA3 | 2,713 |
| KMT2B | 2,639 |
| PDPN | 2,137 |
| ADGRL1 | 1,697 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| GHR | PTPN11 | biogrid_interaction |
| IQSEC2 | YWHAG | intact |
| MAPK1 | RPS6KA3 | biogrid_interaction, intact |
| OTUD7A | PTEN | intact |
| OTUD7A | YWHAG | intact |
| PTPN11 | RPS6KA3 | string_interaction |
Structural data
PDB: 13 · AlphaFold-only: 2 · No structure: 0
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| MAPK1 | P28482 | 160 |
| PTPN11 | Q06124 | 115 |
| DNMT3A | Q9Y6K1 | 43 |
| YWHAG | P61981 | 22 |
| RPS6KA3 | P51812 | 15 |
| FBL | P22087 | 12 |
| PTEN | P60484 | 12 |
| GHR | P10912 | 11 |
| PDPN | Q86YL7 | 6 |
| KMT2B | Q9UMN6 | 4 |
| IQSEC2 | Q5JU85 | 2 |
| OTUD7A | Q8TE49 | 1 |
| BBIP1 | A8MTZ0 | 1 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|---|---|
| TBC1D24 | Q9ULP9 | 84.46 |
| ADGRL1 | O94910 | 70.63 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 286. Enrichment computed across 15 evidence-associated genes (13 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 13 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| RSK activation | 2 | 219.6× | 0.007 | RPS6KA3, MAPK1 |
| MAPK1 (ERK2) activation | 2 | 175.7× | 0.007 | MAPK1, PTPN11 |
| CREB1 phosphorylation through NMDA receptor-mediated activation of RAS signaling | 2 | 135.2× | 0.007 | RPS6KA3, MAPK1 |
| Gastrin-CREB signalling pathway via PKC and MAPK | 2 | 135.2× | 0.007 | RPS6KA3, MAPK1 |
| Prolactin receptor signaling | 2 | 117.1× | 0.007 | GHR, PTPN11 |
| Spry regulation of FGF signaling | 2 | 109.8× | 0.007 | MAPK1, PTPN11 |
| ERK/MAPK targets | 2 | 103.3× | 0.007 | RPS6KA3, MAPK1 |
| MAPK targets/ Nuclear events mediated by MAP kinases | 2 | 83.7× | 0.009 | RPS6KA3, MAPK1 |
| Growth hormone receptor signaling | 2 | 73.2× | 0.010 | GHR, MAPK1 |
| Negative regulation of FGFR3 signaling | 2 | 67.6× | 0.011 | MAPK1, PTPN11 |
| Negative regulation of FGFR4 signaling | 2 | 62.8× | 0.012 | MAPK1, PTPN11 |
| Negative regulation of FGFR1 signaling | 2 | 56.7× | 0.012 | MAPK1, PTPN11 |
| Negative regulation of FGFR2 signaling | 2 | 56.7× | 0.012 | MAPK1, PTPN11 |
| Nuclear Events (kinase and transcription factor activation) | 2 | 53.2× | 0.013 | RPS6KA3, MAPK1 |
| GPVI-mediated activation cascade | 2 | 47.5× | 0.014 | PDPN, PTPN11 |
| MAP kinase activation | 2 | 47.5× | 0.014 | RPS6KA3, MAPK1 |
| Intrinsic Pathway for Apoptosis | 2 | 45.0× | 0.014 | YWHAG, MAPK1 |
| Negative regulation of the PI3K/AKT network | 2 | 42.9× | 0.014 | MAPK1, PTEN |
| Ovarian tumor domain proteases | 2 | 42.9× | 0.014 | OTUD7A, PTEN |
| Interleukin-17 signaling | 2 | 39.0× | 0.016 | RPS6KA3, MAPK1 |
| phospho-PLA2 pathway | 1 | 439.2× | 0.017 | MAPK1 |
| PTEN Loss of Function in Cancer | 1 | 439.2× | 0.017 | PTEN |
| Recycling pathway of L1 | 2 | 34.5× | 0.017 | RPS6KA3, MAPK1 |
| Toll Like Receptor 10 (TLR10) Cascade | 2 | 33.1× | 0.017 | RPS6KA3, MAPK1 |
| Toll Like Receptor 5 (TLR5) Cascade | 2 | 33.1× | 0.017 | RPS6KA3, MAPK1 |
| Post NMDA receptor activation events | 2 | 31.4× | 0.017 | RPS6KA3, MAPK1 |
| MyD88 cascade initiated on plasma membrane | 2 | 31.4× | 0.017 | RPS6KA3, MAPK1 |
| Signaling by NTRK1 (TRKA) | 2 | 30.3× | 0.017 | RPS6KA3, MAPK1 |
| Toll Like Receptor 3 (TLR3) Cascade | 2 | 29.8× | 0.017 | RPS6KA3, MAPK1 |
| TRIF (TICAM1)-mediated TLR4 signaling | 2 | 29.3× | 0.017 | RPS6KA3, MAPK1 |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 15 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| ERBB signaling pathway | 2 | 449.4× | 0.002 | MAPK1, PTPN11 |
| Bergmann glial cell differentiation | 2 | 204.3× | 0.006 | MAPK1, PTPN11 |
| hormone metabolic process | 2 | 118.3× | 0.012 | GHR, PTPN11 |
| positive regulation of intracellular signal transduction | 2 | 86.4× | 0.017 | PTEN, PTPN11 |
| positive regulation of excitatory postsynaptic potential | 2 | 70.2× | 0.019 | TBC1D24, PTEN |
| insulin-like growth factor receptor signaling pathway | 2 | 66.1× | 0.019 | GHR, MAPK1 |
| regulation of response to nutrient levels | 1 | 1123.5× | 0.023 | GHR |
| negative regulation of cortisol secretion | 1 | 1123.5× | 0.023 | PTPN11 |
| negative regulation of growth hormone secretion | 1 | 1123.5× | 0.023 | PTPN11 |
| regulation of myofibroblast contraction | 1 | 1123.5× | 0.023 | PDPN |
| hormone-mediated signaling pathway | 2 | 53.5× | 0.023 | GHR, PTPN11 |
| cytosine metabolic process | 1 | 561.7× | 0.025 | MAPK1 |
| microvillus organization | 1 | 561.7× | 0.025 | PTPN11 |
| intestinal epithelial cell migration | 1 | 561.7× | 0.025 | PTPN11 |
| negative regulation of synaptic vesicle clustering | 1 | 561.7× | 0.025 | PTEN |
| box C/D sno(s)RNA 3’-end processing | 1 | 374.5× | 0.025 | FBL |
| cerebellar cortex formation | 1 | 374.5× | 0.025 | PTPN11 |
| regulation of translation in response to stress | 1 | 374.5× | 0.025 | RPS6KA3 |
| response to cycloheximide | 1 | 374.5× | 0.025 | GHR |
| negative regulation of keratinocyte migration | 1 | 374.5× | 0.025 | PTEN |
| lymphatic endothelial cell fate commitment | 1 | 374.5× | 0.025 | PDPN |
| cardiac neural crest cell development involved in heart development | 1 | 374.5× | 0.025 | MAPK1 |
| interleukin-34-mediated signaling pathway | 1 | 374.5× | 0.025 | MAPK1 |
| actin-mediated cell contraction | 1 | 374.5× | 0.025 | PDPN |
| positive regulation of cellular response to hypoxia | 1 | 374.5× | 0.025 | DNMT3A |
| regulation of lamellipodium morphogenesis | 1 | 374.5× | 0.025 | PDPN |
| positive regulation of cell differentiation | 2 | 35.7× | 0.025 | RPS6KA3, GHR |
| epidermal growth factor receptor signaling pathway | 2 | 33.0× | 0.025 | MAPK1, PTPN11 |
| learning or memory | 2 | 32.1× | 0.025 | MAPK1, PTEN |
| response to estradiol | 2 | 26.4× | 0.025 | DNMT3A, GHR |
Therapeutics
Drug target analysis
Approved (phase 4): 3 · Phase ≥3: 3 · Phased (≥1): 4 · Undrugged: 11
Druggability breadth: 9 of 15 evidence-associated genes (60%) 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 |
|---|---|
| RPS6KA3 | FEDRATINIB |
| MAPK1 | PHENYLBUTAZONE |
| PTPN11 | ESTRAMUSTINE PHOSPHATE |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| MAPK1 | 324 | 4 |
| RPS6KA3 | 46 | 4 |
| PTPN11 | 8 | 4 |
| YWHAG | 1 | 2 |
| KMT2B | 0 | 0 |
| OTUD7A | 0 | 0 |
| ADGRL1 | 0 | 0 |
| BBIP1 | 0 | 0 |
| IQSEC2 | 0 | 0 |
| TBC1D24 | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| FEDRATINIB | 4 | RPS6KA3 |
| PALBOCICLIB | 4 | RPS6KA3 |
| ENTRECTINIB | 4 | RPS6KA3 |
| BOSUTINIB | 4 | RPS6KA3 |
| GILTERITINIB | 4 | RPS6KA3 |
| BRIGATINIB | 4 | RPS6KA3 |
| UPADACITINIB | 4 | RPS6KA3 |
| NINTEDANIB | 4 | RPS6KA3 |
| SUNITINIB | 4 | RPS6KA3 |
| QUIZARTINIB | 4 | RPS6KA3 |
| MIDOSTAURIN | 4 | RPS6KA3 |
| PHENYLBUTAZONE | 4 | MAPK1 |
| CANDESARTAN CILEXETIL | 4 | MAPK1 |
| TELMISARTAN | 4 | MAPK1 |
| PROGESTERONE | 4 | MAPK1 |
| CLOTRIMAZOLE | 4 | MAPK1 |
| LATANOPROST | 4 | MAPK1 |
| OXAPROZIN | 4 | MAPK1 |
| CARBAMAZEPINE | 4 | MAPK1 |
| SALMETEROL XINAFOATE | 4 | MAPK1 |
| BRETYLIUM TOSYLATE | 4 | MAPK1 |
| CHLORMADINONE ACETATE | 4 | MAPK1 |
| DROPERIDOL | 4 | MAPK1 |
| PYRIDOSTIGMINE | 4 | MAPK1 |
| IDARUBICIN | 4 | MAPK1 |
| IODIPAMIDE | 4 | MAPK1 |
| TETRABENAZINE | 4 | MAPK1 |
| PRAMOXINE | 4 | MAPK1 |
| ESCITALOPRAM OXALATE | 4 | MAPK1 |
| NICARDIPINE HYDROCHLORIDE | 4 | MAPK1 |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 5.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| MAPK1 | 1,369 | Binding:1348, Functional:16, ADMET:5 |
| RPS6KA3 | 770 | Binding:768, Functional:1, ADMET:1 |
| PTPN11 | 588 | Binding:585, Functional:2, ADMET:1 |
| DNMT3A | 120 | Binding:118, ADMET:1, Functional:1 |
| KMT2B | 15 | Binding:15 |
| YWHAG | 12 | Binding:11, Functional:1 |
| PTEN | 8 | Binding:8 |
| GHR | 2 | Binding:2 |
| FBL | 1 | Binding:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|---|---|
| RPS6KA3 | 2.7.11.1 | non-specific serine/threonine protein kinase |
| DNMT3A | 2.1.1.37 | DNA (cytosine-5-)-methyltransferase |
| MAPK1 | 2.7.11.24 | mitogen-activated protein kinase |
| PTEN | 3.1.3.16, 3.1.3.67 | protein-serine/threonine phosphatase, phosphatidylinositol-3,4,5-trisphosphate 3-phosphatase |
| PTPN11 | 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 |
|---|---|
| RPS6KA3 | 770 |
| DNMT3A | 120 |
| MAPK1 | 1,369 |
| PTPN11 | 588 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 15; 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) |
|---|---|---|
| FEDRATINIB | 4 | RPS6KA3 |
| PALBOCICLIB | 4 | RPS6KA3 |
| ENTRECTINIB | 4 | RPS6KA3 |
| BOSUTINIB | 4 | RPS6KA3 |
| GILTERITINIB | 4 | RPS6KA3 |
| BRIGATINIB | 4 | RPS6KA3 |
| UPADACITINIB | 4 | RPS6KA3 |
| NINTEDANIB | 4 | RPS6KA3 |
| SUNITINIB | 4 | RPS6KA3 |
| QUIZARTINIB | 4 | RPS6KA3 |
| MIDOSTAURIN | 4 | RPS6KA3 |
| PHENYLBUTAZONE | 4 | MAPK1 |
| CANDESARTAN CILEXETIL | 4 | MAPK1 |
| TELMISARTAN | 4 | MAPK1 |
| PROGESTERONE | 4 | MAPK1 |
| CLOTRIMAZOLE | 4 | MAPK1 |
| LATANOPROST | 4 | MAPK1 |
| OXAPROZIN | 4 | MAPK1 |
| CARBAMAZEPINE | 4 | MAPK1 |
| SALMETEROL XINAFOATE | 4 | MAPK1 |
| BRETYLIUM TOSYLATE | 4 | MAPK1 |
| CHLORMADINONE ACETATE | 4 | MAPK1 |
| DROPERIDOL | 4 | MAPK1 |
| PYRIDOSTIGMINE | 4 | MAPK1 |
| IDARUBICIN | 4 | MAPK1 |
| IODIPAMIDE | 4 | MAPK1 |
| TETRABENAZINE | 4 | MAPK1 |
| PRAMOXINE | 4 | MAPK1 |
| ESCITALOPRAM OXALATE | 4 | MAPK1 |
| NICARDIPINE HYDROCHLORIDE | 4 | MAPK1 |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 3 | RPS6KA3, MAPK1, PTPN11 |
| B | Phased (≥1) drug, not yet approved | 1 | YWHAG |
| C | Druggable family + PDB, no drug | 3 | DNMT3A, GHR, PTEN |
| D | Druggable family + AlphaFold only, no drug | 1 | ADGRL1 |
| E | Difficult family or no structure, no drug | 7 | KMT2B, OTUD7A, BBIP1, IQSEC2, TBC1D24, PDPN, FBL |
Undrugged target profiles
11 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| DNMT3A | 120 | — |
| KMT2B | 15 | — |
| OTUD7A | 0 | — |
| ADGRL1 | 0 | — |
| BBIP1 | 0 | — |
| IQSEC2 | 0 | — |
| TBC1D24 | 0 | — |
| PDPN | 0 | — |
| FBL | 1 | — |
| GHR | 2 | — |
| PTEN | 8 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 21.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| Not specified | 21 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT05780853 | Not specified | RECRUITING | A Game-based Neurodevelopmental Assessment for Young Children |
| NCT05872737 | Not specified | RECRUITING | FAB Programme for Parents of Children With NDD |
| NCT06086951 | Not specified | RECRUITING | Pai.ACT - An Artificial Intelligence Driven Chatbot Assisted ACT |
| NCT06713863 | Not specified | RECRUITING | Intervention Effectiveness Study of BEtter AT LEarning (BEATLE)- Digital Neuropsychological Rehabilitation Program |
| NCT07488650 | Not specified | NOT_YET_RECRUITING | Children With Specific Learning Disabilities and Exercise |
| NCT07611942 | Not specified | NOT_YET_RECRUITING | Plaque Removal Efficiency in Children With Specific Learning Disabilities |
| NCT07611981 | Not specified | NOT_YET_RECRUITING | Dental Caries and Oral Hygiene Status in Children With Specific Learning Disabilities |
| NCT03261076 | Not specified | UNKNOWN | Reading Remediation and Outcomes in Detention |
| NCT04122820 | Not specified | UNKNOWN | Ambulatory Screening for Specific Learning Disabilities (SLD) and Developmental Coordination Disorder (DCD). |
| NCT04783987 | Not specified | UNKNOWN | Single and Dual Task Gait Parameters in Children With Specific Learning Difficulties |
| NCT05319197 | Not specified | COMPLETED | HAND FUNCTIONS OF CHILDREN WITH A SPECIFIC LEARNING DISORDER |
| NCT05787483 | Not specified | COMPLETED | Biopsychosocial Outcomes of Mindfulness-based Instruction |
| NCT05902143 | Not specified | UNKNOWN | Fine Motor Function in Children With Specific Learning Disorders |
| NCT05923645 | Not specified | UNKNOWN | Efficacy of rTMS as an Adjunct to AI Enabled Remedial Intervention in Children With Dyslexia |
| NCT05998083 | Not specified | COMPLETED | The Effectiveness of Purposeful Exercises in Children Diagnosed With Special Learning Disabilities |
| NCT06112483 | Not specified | UNKNOWN | SWELE Program: An Unstructured Outdoor Play With Mindfulness-based Interventions to Promote Mental Health Among Students With Special Education Needs |
| NCT06262646 | Not specified | COMPLETED | Video-conferencing FACT for Young Children With Special Needs |
| NCT06878690 | Not specified | COMPLETED | Sleep Disorders in Specific Learning Disabilities |
| NCT07054164 | Not specified | COMPLETED | Effect of Dual-Task Aerobic Exercise on Children With Specific Learning Disorder |
| NCT07240142 | Not specified | COMPLETED | Neurotransmitter Levels in Children With Specific Learning Disorder |
| NCT07376902 | Not specified | COMPLETED | White Noise in SLD and ADHD |