Atherosclerosis
diseaseOn this page
Also known as atherosclerosis of artery
Summary
Atherosclerosis (MONDO:0005311) is a disease (an umbrella term covering 6 Mondo subtypes) with 8 cohort genes (74 GWAS associations across 34 studies) and 921 clinical trials. Top therapeutic interventions include rosuvastatin, simvastatin, and atorvastatin.
At a glance
- Umbrella term: 6 Mondo subtypes
- Cohort genes: 8
- GWAS associations: 74
- Clinical trials: 921
Clinical features
No curated clinical features (Orphanet) for this disease.
Identifiers
Disease identifiers
| Field | Value |
|---|---|
| Canonical name | atherosclerosis |
| Mondo ID | MONDO:0005311 |
| EFO | EFO:0003914 |
| MeSH | D050197 |
| DOID | DOID:1936 |
| ICD-10-CM | I70 |
| ICD-11 | 109367356 |
| NCIT | C35768 |
| SNOMED CT | 441574008 |
| UMLS | C0004153 |
| MedGen | 13948 |
| Is cancer (heuristic) | no |
Also known as: atherosclerosis of artery
Data availability: 74 GWAS associations (34 studies).
Disease family
An umbrella term covering 6 Mondo subtypes.
Classification path: disease › human disease › disease by body system or component › cardiovascular disorder › vascular disorder › arterial disorder › arteriosclerosis disorder › atherosclerosis
Related subtypes (4): intracranial arteriosclerosis, Monckeberg arteriosclerosis, intermittent vascular claudication, arteriosclerotic retinopathy
Subtypes (6): aortic atherosclerosis, generalized atherosclerosis, cerebral atherosclerosis, coronary atherosclerosis, autoimmune atherosclerosis, atherosclerotic cardiovascular disease
Genetics & variants
GWAS landscape
74 GWAS associations across 34 studies. Top hits map to 16 distinct genes (as reported by GWAS).
Top associations by p-value
| rsID | p-value | Gene | Risk allele | Odds ratio |
|---|---|---|---|---|
| rs1333049 | 2e-61 | CDKN2B-AS1 | G | 0.16 |
| rs183130 | 3e-54 | HERPUD1 - CETP | ? | 0.21 |
| rs74617384 | 2e-48 | LPA | A | 0.28 |
| rs1333047 | 6e-47 | CDKN2B-AS1 | A | 0.15 |
| rs55730499 | 5e-41 | LPA | C | 0.29 |
| rs10455872 | 3e-40 | LPA | A | 0.34 |
| rs2107595 | 3e-24 | HDAC9 - TWIST1 | G | 0.13 |
| chr7:19052733 | 1e-20 | G | 0.13 | |
| rs17486278 | 5e-20 | CHRNA5 | A | 0.1 |
| rs10774624 | 2e-17 | LINC02356 | G | 0.1 |
| rs4766578 | 2e-16 | ATXN2 | T | 0.08 |
| rs8040868 | 5e-16 | CHRNA3 | T | 0.08 |
| rs72740955 | 2e-15 | PSMA4 - CHRNA5 | C | 0.1 |
| rs12151108 | 2e-15 | SMARCA4 - LDLR | G | 0.12 |
| chr19:11196886 | 5e-15 | T | 0.12 | |
| rs72957606 | 2e-14 | PRMT5P1 - EDNRA | A | 0.1 |
| rs7903146 | 2e-13 | TCF7L2 | C | 0.18 |
| rs61194703 | 2e-13 | SMARCA4 - LDLR | A | 0.12 |
| rs6841581 | 2e-13 | PRMT5P1 - EDNRA | G | 0.11 |
| rs62053262 | 5e-13 | WWP2 | C | 0.2 |
| rs227419 | 7e-13 | SMOC1 | T | 0.1 |
| rs12914385 | 1e-12 | CHRNA3 | C | 0.1 |
| rs77140532 | 1e-12 | SMARCA4 - LDLR | A | 0.14 |
| rs17398575 | 2e-12 | CCDC71L - LINC02577 | A | 0.16 |
| chr4:148407652 | 2e-12 | C | 0.1 | |
| rs548102413 | 6e-12 | CLASP2 - SDAD1P3 | C | 1.34 |
| rs1878406 | 7e-12 | PRMT5P1 - EDNRA | T | 0.2 |
| rs73015020 | 7e-12 | SMARCA4 - LDLR | G | 0.13 |
| chr11:102744087 | 9e-12 | C | 0.1 | |
| rs2917677 | 9e-12 | NQO1 | C | 0.07 |
Top studies (by case count)
| Study | Lead author | Year | Cases | Controls | Title |
|---|---|---|---|---|---|
| GCST90475989 | Verma A | 2024 | 20,858 | 405,668 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90475990 | Verma A | 2024 | 15,036 | 423,003 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90475991 | Verma A | 2024 | 9,984 | 432,329 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90478005 | Verma A | 2024 | 5,248 | 110,792 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90480200 | Verma A | 2024 | 5,248 | 110,792 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90478007 | Verma A | 2024 | 4,282 | 113,972 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90480198 | Verma A | 2024 | 4,282 | 113,972 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90473596 | UK Biobank Whole-Genome Sequencing Consortium | 2025 | 4,148 | 454,292 | Whole-genome sequencing of 490,640 UK Biobank participants. |
| GCST90478009 | Verma A | 2024 | 2,865 | 446,086 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
| GCST90478011 | Verma A | 2024 | 2,794 | 116,274 | Diversity and scale: Genetic architecture of 2068 traits in the VA Million Veteran Program. |
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 | 2 |
| Tier 4: intronic/intergenic | 47 |
MAF distribution
| Bucket | Variants |
|---|---|
| common (>=0.05) | 41 |
| low_freq (0.01-0.05) | 1 |
| rare (<0.01) | 3 |
| unknown | 5 |
Functional consequences
| Consequence | Count |
|---|---|
| intron_variant | 17 |
| intergenic_variant | 16 |
| unknown | 12 |
| regulatory_region_variant | 2 |
| synonymous_variant | 1 |
| non_coding_transcript_exon_variant | 1 |
| splice_donor_region_variant | 1 |
Top variants
| rsID | Chr | Pos | Alleles | MAF | Consequence | Gene | p-value | Tier |
|---|---|---|---|---|---|---|---|---|
| rs1333049 | 9 | 22125504 | G>A,C | 0.484 | intergenic_variant | CDKN2B-AS1 | 2e-61 | Tier 4: intronic/intergenic |
| rs183130 | 16 | 56957451 | C>T | 0.05 | intergenic_variant | HERPUD1 - CETP | 3e-54 | Tier 4: intronic/intergenic |
| rs74617384 | 6 | 160576086 | A>C,G,T | 0.067 | intron_variant | LPA | 2e-48 | Tier 4: intronic/intergenic |
| rs1333047 | 9 | 22124505 | A>C,G,T | 0.424 | intergenic_variant | CDKN2B-AS1 | 6e-47 | Tier 4: intronic/intergenic |
| rs55730499 | 6 | 160584578 | C>T | 0.056 | intron_variant | LPA | 5e-41 | Tier 4: intronic/intergenic |
| rs10455872 | 6 | 160589086 | A>G | 0.069 | intron_variant | LPA | 3e-40 | Tier 4: intronic/intergenic |
| rs2107595 | 7 | 19009765 | G>A,C,T | 0.18 | regulatory_region_variant | HDAC9 - TWIST1 | 3e-24 | Tier 3: regulatory |
| chr7:19052733 | 0.16 | 1e-20 | Tier 4: intronic/intergenic | |||||
| rs17486278 | 15 | 78575140 | A>C | 0.32 | intron_variant | CHRNA5 | 5e-20 | Tier 4: intronic/intergenic |
| rs10774624 | 12 | 111395984 | G>A,C | 0.491 | intron_variant | LINC02356 | 2e-17 | Tier 4: intronic/intergenic |
| rs4766578 | 12 | 111466567 | T>A | 0.495 | intron_variant | ATXN2 | 2e-16 | Tier 4: intronic/intergenic |
| rs8040868 | 15 | 78618839 | T>A,C | 0.396 | synonymous_variant | CHRNA3 | 5e-16 | Tier 4: intronic/intergenic |
| rs72740955 | 15 | 78557437 | C>T | 0.334 | intergenic_variant | PSMA4 - CHRNA5 | 2e-15 | Tier 4: intronic/intergenic |
| rs12151108 | 19 | 11086585 | G>A,T | 0.121 | intergenic_variant | SMARCA4 - LDLR | 2e-15 | Tier 4: intronic/intergenic |
| chr19:11196886 | 0.119 | 5e-15 | Tier 4: intronic/intergenic | |||||
| rs72957606 | 4 | 147478859 | A>G | 0.166 | intergenic_variant | PRMT5P1 - EDNRA | 2e-14 | Tier 4: intronic/intergenic |
| rs7903146 | 10 | 112998590 | C>G,T | 0.292 | intron_variant | TCF7L2 | 2e-13 | Tier 4: intronic/intergenic |
| rs61194703 | 19 | 11081517 | A>T | 0.14 | intergenic_variant | SMARCA4 - LDLR | 2e-13 | Tier 4: intronic/intergenic |
| rs6841581 | 4 | 147480038 | G>A,C,T | 0.166 | regulatory_region_variant | PRMT5P1 - EDNRA | 2e-13 | Tier 3: regulatory |
| rs62053262 | 16 | 69935396 | C>G | 0.042 | intron_variant | WWP2 | 5e-13 | Tier 4: intronic/intergenic |
| rs227419 | 14 | 69992653 | T>C | 0.413 | intron_variant | SMOC1 | 7e-13 | Tier 4: intronic/intergenic |
| rs12914385 | 15 | 78606381 | C>A,G,T | 0.382 | intron_variant | CHRNA3 | 1e-12 | Tier 4: intronic/intergenic |
| rs77140532 | 19 | 11082155 | A>G,T | 0.161 | intergenic_variant | SMARCA4 - LDLR | 1e-12 | Tier 4: intronic/intergenic |
| rs17398575 | 7 | 106769006 | G>A | 0.25 | intergenic_variant | CCDC71L - LINC02577 | 2e-12 | Tier 4: intronic/intergenic |
| chr4:148407652 | 0.137 | 2e-12 | Tier 4: intronic/intergenic | |||||
| rs548102413 | 3 | 33764732 | C>T | 0.002 | intergenic_variant | CLASP2 - SDAD1P3 | 6e-12 | Tier 4: intronic/intergenic |
| rs1878406 | 4 | 147472512 | C>A,G,T | 0.13 | intergenic_variant | PRMT5P1 - EDNRA | 7e-12 | Tier 4: intronic/intergenic |
| rs73015020 | 19 | 11081874 | G>A,C | 0.121 | intergenic_variant | SMARCA4 - LDLR | 7e-12 | Tier 4: intronic/intergenic |
| chr11:102744087 | 0.181 | 9e-12 | Tier 4: intronic/intergenic | |||||
| rs2917677 | 16 | 69716946 | C>A,G,T | 0.364 | intron_variant | NQO1 | 9e-12 | Tier 4: intronic/intergenic |
Genes & proteins
Mendelian disease overlap and somatic drivers
GenCC: 0 · Orphanet: 3 · OMIM-shared: 0 · Dual-evidence (GWAS+Mendelian): 0
Orphanet rare-disease linkage (cohort genes)
| Gene | Orphanet ID | Rare disease |
|---|---|---|
| EDNRA | Orphanet:443995 | Mandibulofacial dysostosis with alopecia |
| EDNRA | Orphanet:586 | Cystic fibrosis |
| LDLR | Orphanet:391665 | Homozygous familial hypercholesterolemia |
Cohort genes → proteins
8 cohort genes, 8 distinct canonical proteins.
Evidence partition
| Subset | Genes |
|---|---|
| gwas_only | 8 |
Cohort genes (full)
| Symbol | HGNC | Ensembl | UniProt | Name | Evidence |
|---|---|---|---|---|---|
| SLC17A4 | HGNC:10932 | ENSG00000146039 | Q9Y2C5 | Probable small intestine urate exporter | gwas |
| LRIG1 | HGNC:17360 | ENSG00000144749 | Q96JA1 | Leucine-rich repeats and immunoglobulin-like domains protein 1 | gwas |
| ZHX2 | HGNC:18513 | ENSG00000178764 | Q9Y6X8 | Zinc fingers and homeoboxes protein 2 | gwas |
| PINX1 | HGNC:30046 | ENSG00000254093 | Q96BK5 | PIN2/TERF1-interacting telomerase inhibitor 1 | gwas |
| EDNRA | HGNC:3179 | ENSG00000151617 | P25101 | Endothelin-1 receptor | gwas |
| APOC1 | HGNC:607 | ENSG00000130208 | P02654 | Apolipoprotein C-I | gwas |
| LDLR | HGNC:6547 | ENSG00000130164 | P01130 | Low-density lipoprotein receptor | gwas |
| PIK3CG | HGNC:8978 | ENSG00000105851 | P48736 | Phosphatidylinositol 4,5-bisphosphate 3-kinase catalytic subunit gamma isoform | gwas |
Cohort function summary
Lead sentence per gene, UniProt-curated.
| Symbol | Protein name | Function (lead sentence) |
|---|---|---|
| SLC17A4 | Probable small intestine urate exporter | Acts as a membrane potential-dependent organic anion transporter, the transport requires a low concentration of chloride ions. |
| LRIG1 | Leucine-rich repeats and immunoglobulin-like domains protein 1 | Acts as a feedback negative regulator of signaling by receptor tyrosine kinases, through a mechanism that involves enhancement of receptor ubiquitination and accelerated intracellular degradation. |
| ZHX2 | Zinc fingers and homeoboxes protein 2 | Acts as a transcriptional repressor. |
| PINX1 | PIN2/TERF1-interacting telomerase inhibitor 1 | Microtubule-binding protein essential for faithful chromosome segregation. |
| EDNRA | Endothelin-1 receptor | Receptor for endothelin-1. |
| APOC1 | Apolipoprotein C-I | Inhibitor of lipoprotein binding to the low density lipoprotein (LDL) receptor, LDL receptor-related protein, and very low density lipoprotein (VLDL) receptor. |
| LDLR | Low-density lipoprotein receptor | Binds low density lipoprotein /LDL, the major cholesterol-carrying lipoprotein of plasma, and transports it into cells by endocytosis. |
| PIK3CG | Phosphatidylinositol 4,5-bisphosphate 3-kinase catalytic subunit gamma isoform | Phosphoinositide-3-kinase (PI3K) that phosphorylates PtdIns(4,5)P2 (Phosphatidylinositol 4,5-bisphosphate) to generate phosphatidylinositol 3,4,5-trisphosphate (PIP3). |
Protein-family classification
Druggable: 4 · Difficult: 1 · Unknown: 3 · Druggable fraction: 0.5
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 |
|---|---|---|---|
| Transporter | 1 | 9.7× | 0.434 |
| Antibody/Immunoglobulin | 1 | 3.6× | 0.434 |
| Kinase | 1 | 3.5× | 0.434 |
| GPCR | 1 | 3.0× | 0.434 |
| Transcription factor | 1 | 1.0× | 0.773 |
| Other/Unknown | 3 | 0.7× | 0.919 |
Per-gene assignment
| Symbol | Family | Druggable? | EC | InterPro (top 3) |
|---|---|---|---|---|
| SLC17A4 | Transporter | yes | MFS, MFS_dom, MFS_trans_sf | |
| LRIG1 | Antibody/Immunoglobulin | yes | LRRNT, Cys-rich_flank_reg_C, Leu-rich_rpt | |
| ZHX2 | Transcription factor | no | HD, Homeodomain-like_sf, Znf_C2H2_type | |
| PINX1 | Other/Unknown | no | G_patch_dom, PINX1 | |
| EDNRA | GPCR | yes | GPCR_Rhodpsn, Endthln_rcpt, ETA_rcpt | |
| APOC1 | Other/Unknown | no | ApoC-I, ApoC-1_sf | |
| LDLR | Other/Unknown | no | LDLR_classB_rpt, EGF-type_Asp/Asn_hydroxyl_site, EGF | |
| PIK3CG | Kinase | yes | 2.7.1.137 | PI3K_Ras-bd_dom, PI3/4_kinase_cat_dom, PI3K_accessory_dom |
Expression context
Cohort genes with no expression data: 0.
8 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) | 8 |
| unknown | 0 |
Top tissues across cohort
| Tissue | Cohort genes |
|---|---|
| jejunal mucosa | 1 |
| mucosa of transverse colon | 1 |
| rectum | 1 |
| bronchial epithelial cell | 1 |
| secondary oocyte | 1 |
| ventricular zone | 1 |
| dorsal motor nucleus of vagus nerve | 1 |
| saphenous vein | 1 |
| superficial temporal artery | 1 |
| kidney epithelium | 1 |
| male germ line stem cell (sensu Vertebrata) in testis | 1 |
| oocyte | 1 |
| cauda epididymis | 1 |
| seminal vesicle | 1 |
| visceral pleura | 1 |
| left adrenal gland cortex | 1 |
| liver | 1 |
| right lobe of liver | 1 |
| adrenal tissue | 1 |
| lower lobe of lung | 1 |
Per-gene tissue summary (top 30)
| Symbol | Bgee breadth | FANTOM5 breadth | SCXA | Top tissues |
|---|---|---|---|---|
| SLC17A4 | 60 | tissue_specific | marker | mucosa of transverse colon, jejunal mucosa, rectum |
| LRIG1 | 290 | ubiquitous | marker | secondary oocyte, bronchial epithelial cell, ventricular zone |
| ZHX2 | 293 | ubiquitous | marker | superficial temporal artery, dorsal motor nucleus of vagus nerve, saphenous vein |
| PINX1 | 244 | ubiquitous | marker | kidney epithelium, oocyte, male germ line stem cell (sensu Vertebrata) in testis |
| EDNRA | 253 | ubiquitous | marker | cauda epididymis, seminal vesicle, visceral pleura |
| APOC1 | 257 | broad | marker | right lobe of liver, liver, left adrenal gland cortex |
| LDLR | 281 | ubiquitous | marker | adrenal tissue, lower lobe of lung, right adrenal gland |
| PIK3CG | 201 | broad | marker | bone marrow, trabecular bone tissue, bone marrow cell |
Protein interactions among cohort
Intra-cohort edges: 1.
Hub genes (top 10 by interactor count)
| Symbol | Interactor count |
|---|---|
| PIK3CG | 2,964 |
| EDNRA | 2,013 |
| LRIG1 | 1,843 |
| ZHX2 | 1,500 |
| PINX1 | 1,466 |
| APOC1 | 1,437 |
| LDLR | 1,426 |
| SLC17A4 | 547 |
Intra-cohort edges
| A | B | Sources |
|---|---|---|
| SLC17A4 | ZHX2 | string_interaction |
Structural data
PDB: 6 · AlphaFold-only: 2 · No structure: 0
Cohort genes with PDB structures (top 30)
| Symbol | UniProt | PDB entries |
|---|---|---|
| PIK3CG | P48736 | 107 |
| LDLR | P01130 | 36 |
| APOC1 | P02654 | 8 |
| EDNRA | P25101 | 5 |
| LRIG1 | Q96JA1 | 2 |
| ZHX2 | Q9Y6X8 | 2 |
AlphaFold-only cohort genes (top 30 by pLDDT)
| Symbol | UniProt | pLDDT |
|---|---|---|
| SLC17A4 | Q9Y2C5 | 83.87 |
| PINX1 | Q96BK5 | 65.13 |
Function
Pathway analysis
Distinct Reactome pathways touched by cohort: 40. Enrichment computed across 8 evidence-associated genes (5 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 5 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| Pathway | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| Plasma lipoprotein clearance | 2 | 190.3× | 0.002 | APOC1, LDLR |
| Plasma lipoprotein assembly, remodeling, and clearance | 2 | 91.4× | 0.004 | APOC1, LDLR |
| VLDL assembly | 1 | 456.8× | 0.021 | APOC1 |
| Chylomicron clearance | 1 | 456.8× | 0.021 | LDLR |
| VLDL clearance | 1 | 380.7× | 0.021 | APOC1 |
| Co-stimulation by ICOS | 1 | 207.6× | 0.030 | PIK3CG |
| Erythropoietin activates Phosphoinositide-3-kinase (PI3K) | 1 | 190.3× | 0.030 | PIK3CG |
| Plasma lipoprotein assembly | 1 | 142.8× | 0.034 | APOC1 |
| LDL clearance | 1 | 108.8× | 0.034 | LDLR |
| Negative regulation of MET activity | 1 | 103.8× | 0.034 | LRIG1 |
| G beta:gamma signalling through PI3Kgamma | 1 | 87.8× | 0.034 | PIK3CG |
| CD28 dependent PI3K/Akt signaling | 1 | 78.8× | 0.034 | PIK3CG |
| NR1H2 and NR1H3-mediated signaling | 1 | 78.8× | 0.034 | APOC1 |
| Metabolism of fat-soluble vitamins | 1 | 76.1× | 0.034 | LDLR |
| Signaling by EGFR | 1 | 65.3× | 0.034 | LRIG1 |
| Signaling by MET | 1 | 63.4× | 0.034 | LRIG1 |
| GPVI-mediated activation cascade | 1 | 61.7× | 0.034 | PIK3CG |
| NR1H3 & NR1H2 regulate gene expression linked to cholesterol transport and efflux | 1 | 61.7× | 0.034 | APOC1 |
| Transport of small molecules | 2 | 10.1× | 0.034 | APOC1, LDLR |
| Differentiation of Keratinocytes in Interfollicular Epidermis in Mammalian Skin | 1 | 55.7× | 0.036 | LRIG1 |
| Visual phototransduction | 1 | 51.9× | 0.036 | LDLR |
| Retinoid metabolism and transport | 1 | 49.6× | 0.036 | LDLR |
| Developmental Cell Lineages | 1 | 44.8× | 0.038 | LRIG1 |
| Synthesis of PIPs at the plasma membrane | 1 | 42.3× | 0.039 | PIK3CG |
| Constitutive Signaling by Aberrant PI3K in Cancer | 1 | 25.4× | 0.062 | PIK3CG |
| Metabolism of vitamins and cofactors | 1 | 23.3× | 0.065 | LDLR |
| Cargo recognition for clathrin-mediated endocytosis | 1 | 20.9× | 0.069 | LDLR |
| Signaling by Nuclear Receptors | 1 | 20.4× | 0.069 | APOC1 |
| PI5P, PP2A and IER3 Regulate PI3K/AKT Signaling | 1 | 19.4× | 0.069 | PIK3CG |
| Sensory Perception | 1 | 19.0× | 0.069 | LDLR |
GO biological processes by enrichment
Over-representation of cohort genes vs the genome-wide background (hypergeometric test, Benjamini-Hochberg FDR; fold = observed/expected over 8 annotated cohort genes). Counts and members are kept as ground-truth; sorted by enrichment.
| GO term | Cohort genes | Fold | FDR | Sample cohort genes |
|---|---|---|---|---|
| negative regulation of triglyceride catabolic process | 2 | 702.2× | 6e-04 | APOC1, PIK3CG |
| negative regulation of phosphatidylcholine catabolic process | 1 | 2106.5× | 0.012 | APOC1 |
| regulation of protein localization to cell leading edge | 1 | 2106.5× | 0.012 | EDNRA |
| regulation of phosphatidylcholine catabolic process | 1 | 1053.2× | 0.012 | LDLR |
| natural killer cell chemotaxis | 1 | 1053.2× | 0.012 | PIK3CG |
| cellular response to human chorionic gonadotropin stimulus | 1 | 1053.2× | 0.012 | EDNRA |
| receptor-mediated endocytosis involved in cholesterol transport | 1 | 1053.2× | 0.012 | LDLR |
| podocyte apoptotic process | 1 | 1053.2× | 0.012 | EDNRA |
| cardiac chamber formation | 1 | 702.2× | 0.012 | EDNRA |
| secretory granule localization | 1 | 702.2× | 0.012 | PIK3CG |
| negative regulation of astrocyte activation | 1 | 702.2× | 0.012 | LDLR |
| endothelin receptor signaling pathway involved in heart process | 1 | 702.2× | 0.012 | EDNRA |
| semaphorin-plexin signaling pathway involved in axon guidance | 1 | 702.2× | 0.012 | EDNRA |
| respiratory burst involved in defense response | 1 | 526.6× | 0.012 | PIK3CG |
| left ventricular cardiac muscle tissue morphogenesis | 1 | 526.6× | 0.012 | EDNRA |
| atrial cardiac muscle tissue development | 1 | 526.6× | 0.012 | EDNRA |
| negative regulation of very-low-density lipoprotein particle clearance | 1 | 526.6× | 0.012 | APOC1 |
| neural crest cell fate commitment | 1 | 526.6× | 0.012 | EDNRA |
| negative regulation of cholesterol transport | 1 | 526.6× | 0.012 | APOC1 |
| plasma lipoprotein particle remodeling | 1 | 526.6× | 0.012 | APOC1 |
| plasma lipoprotein particle clearance | 1 | 526.6× | 0.012 | LDLR |
| negative regulation of cardiac muscle contraction | 1 | 526.6× | 0.012 | PIK3CG |
| sympathetic neuron axon guidance | 1 | 526.6× | 0.012 | EDNRA |
| positive regulation of cation channel activity | 1 | 526.6× | 0.012 | EDNRA |
| negative regulation of receptor recycling | 1 | 421.3× | 0.012 | LDLR |
| otolith morphogenesis | 1 | 421.3× | 0.012 | LRIG1 |
| very-low-density lipoprotein particle clearance | 1 | 421.3× | 0.012 | APOC1 |
| negative regulation of lipid metabolic process | 1 | 421.3× | 0.012 | APOC1 |
| glomerular endothelium development | 1 | 421.3× | 0.012 | EDNRA |
| renal albumin absorption | 1 | 421.3× | 0.012 | EDNRA |
Therapeutics
Drugs indicated for this disease
5 approved, 49 in late-stage (phase 3) trials. Disease-direct ChEMBL indications, not inferred from the associated-gene cohort below.
| Drug | Development status |
|---|---|
| Alirocumab | Approved (phase 4) |
| Bempedoic Acid | Approved (phase 4) |
| Inclisiran Sodium | Approved (phase 4) |
| Lovastatin | Approved (phase 4) |
| Niacin | Approved (phase 4) |
| Acarbose | Phase 3 (in late-stage trials) |
| Amlodipine | Phase 3 (in late-stage trials) |
| Anacetrapib | Phase 3 (in late-stage trials) |
| Aspirin | Phase 3 (in late-stage trials) |
| Atorvastatin | Phase 3 (in late-stage trials) |
| Benazepril | Phase 3 (in late-stage trials) |
| Canakinumab | Phase 3 (in late-stage trials) |
| Candesartan Cilexetil | Phase 3 (in late-stage trials) |
| Carvedilol | Phase 3 (in late-stage trials) |
| Chlorothiazide | Phase 3 (in late-stage trials) |
| Chlorthalidone | Phase 3 (in late-stage trials) |
| Cilostazol | Phase 3 (in late-stage trials) |
| Clopidogrel | Phase 3 (in late-stage trials) |
| Corn Oil | Phase 3 (in late-stage trials) |
| Darapladib | Phase 3 (in late-stage trials) |
| Diltiazem | Phase 3 (in late-stage trials) |
| Ezetimibe | Phase 3 (in late-stage trials) |
| Felodipine | Phase 3 (in late-stage trials) |
| Fenofibrate | Phase 3 (in late-stage trials) |
| Furosemide | Phase 3 (in late-stage trials) |
| Glimepiride | Phase 3 (in late-stage trials) |
| Glipizide | Phase 3 (in late-stage trials) |
| Hydralazine | Phase 3 (in late-stage trials) |
| Hydrochlorothiazide | Phase 3 (in late-stage trials) |
| Inclisiran | Phase 3 (in late-stage trials) |
| Insulin Aspart | Phase 3 (in late-stage trials) |
| Insulin Detemir | Phase 3 (in late-stage trials) |
| Insulin Glargine | Phase 3 (in late-stage trials) |
| Insulin Human | Phase 3 (in late-stage trials) |
| Insulin Susp Isophane Recombinant Human | Phase 3 (in late-stage trials) |
| Insulin Susp Isophane Semisynthetic Purified Human | Phase 3 (in late-stage trials) |
| Lisinopril Anhydrous | Phase 3 (in late-stage trials) |
| Lycopene | Phase 3 (in late-stage trials) |
| Metformin | Phase 3 (in late-stage trials) |
| Metoprolol | Phase 3 (in late-stage trials) |
| Obicetrapib | Phase 3 (in late-stage trials) |
| Olmesartan Medoxomil | Phase 3 (in late-stage trials) |
| Pioglitazone | Phase 3 (in late-stage trials) |
| Ramipril | Phase 3 (in late-stage trials) |
| Repaglinide | Phase 3 (in late-stage trials) |
| Reserpine | Phase 3 (in late-stage trials) |
| Rosiglitazone | Phase 3 (in late-stage trials) |
| Rosuvastatin | Phase 3 (in late-stage trials) |
| Simvastatin | Phase 3 (in late-stage trials) |
| Terazosin | Phase 3 (in late-stage trials) |
| Tirofiban | Phase 3 (in late-stage trials) |
| Triamterene | Phase 3 (in late-stage trials) |
| Valsartan | Phase 3 (in late-stage trials) |
| Warfarin | Phase 3 (in late-stage trials) |
Earlier-phase candidates (phase 2, investigational — efficacy not yet established): Aliskiren, Ascorbic Acid, Colchicine, Cyanocobalamin, Estradiol, Folic Acid, Losmapimod, Pyridoxine, Vitamin E.
Drug target analysis
Approved (phase 4): 3 · Phase ≥3: 3 · Phased (≥1): 3 · Undrugged: 5
Druggability breadth: 3 of 8 evidence-associated genes (38%) 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 |
|---|---|
| EDNRA | AMBRISENTAN |
| LDLR | NILOTINIB |
| PIK3CG | FEDRATINIB |
Top cohort targets by molecule count
| Symbol | Molecules | Max phase |
|---|---|---|
| PIK3CG | 56 | 4 |
| EDNRA | 31 | 4 |
| LDLR | 1 | 4 |
| SLC17A4 | 0 | 0 |
| LRIG1 | 0 | 0 |
| ZHX2 | 0 | 0 |
| PINX1 | 0 | 0 |
| APOC1 | 0 | 0 |
Drugs targeting cohort genes (top 30)
| Molecule | Max phase | Targets in cohort |
|---|---|---|
| AMBRISENTAN | 4 | EDNRA |
| GRAMICIDIN | 4 | EDNRA |
| NITAZOXANIDE | 4 | EDNRA |
| IRBESARTAN | 4 | EDNRA |
| ACYCLOVIR | 4 | EDNRA |
| MACITENTAN | 4 | EDNRA |
| APROCITENTAN | 4 | EDNRA |
| SITAXENTAN | 4 | EDNRA |
| FLUOXETINE | 4 | EDNRA |
| SULFATHIAZOLE | 4 | EDNRA |
| SULFISOXAZOLE | 4 | EDNRA |
| SUNITINIB | 4 | EDNRA, PIK3CG |
| SPARSENTAN | 4 | EDNRA |
| PIOGLITAZONE | 4 | EDNRA |
| MELOXICAM | 4 | EDNRA |
| AMIODARONE | 4 | EDNRA |
| ENOXACIN | 4 | EDNRA |
| BOSENTAN | 4 | EDNRA |
| NILOTINIB | 4 | LDLR |
| FEDRATINIB | 4 | PIK3CG |
| IDELALISIB | 4 | PIK3CG |
| ALPELISIB | 4 | PIK3CG |
| DUVELISIB | 4 | PIK3CG |
| COPANLISIB | 4 | PIK3CG |
| COPANLISIB HYDROCHLORIDE | 4 | PIK3CG |
| LENIOLISIB | 4 | PIK3CG |
| UMBRALISIB | 4 | PIK3CG |
| INAVOLISIB | 4 | PIK3CG |
| CLAZOSENTAN | 3 | EDNRA |
| ZIBOTENTAN | 3 | EDNRA |
Bioactivity and enzyme data
Enzyme cohort genes (≥1 EC): 1.
Cohort genes with ChEMBL bioactivity (full, sorted by assay count)
| Symbol | Assays | Type breakdown |
|---|---|---|
| PIK3CG | 899 | Binding:888, ADMET:8, Functional:2, Toxicity:1 |
| EDNRA | 418 | Binding:342, Functional:73, Toxicity:2, ADMET:1 |
| LDLR | 55 | Binding:54, Functional:1 |
Cohort enzymes (BRENDA EC)
| Symbol | EC numbers | Names |
|---|---|---|
| PIK3CG | 2.7.1.137, 2.7.1.153, 2.7.11.1 | phosphatidylinositol 3-kinase, phosphatidylinositol-4,5-bisphosphate 3-kinase, non-specific serine/threonine protein kinase |
Cohort genes with high screening signal
≥100 ChEMBL assays — a studied-ness signal; see Therapeutics for approved-drug status.
| Symbol | ChEMBL assays |
|---|---|
| EDNRA | 418 |
| PIK3CG | 899 |
Pharmacogenomics
Cohort genes with a PharmGKB record: 8; 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) |
|---|---|---|
| AMBRISENTAN | 4 | EDNRA |
| GRAMICIDIN | 4 | EDNRA |
| NITAZOXANIDE | 4 | EDNRA |
| IRBESARTAN | 4 | EDNRA |
| ACYCLOVIR | 4 | EDNRA |
| MACITENTAN | 4 | EDNRA |
| APROCITENTAN | 4 | EDNRA |
| SITAXENTAN | 4 | EDNRA |
| FLUOXETINE | 4 | EDNRA |
| SULFATHIAZOLE | 4 | EDNRA |
| SULFISOXAZOLE | 4 | EDNRA |
| SUNITINIB | 4 | EDNRA, PIK3CG |
| SPARSENTAN | 4 | EDNRA |
| PIOGLITAZONE | 4 | EDNRA |
| MELOXICAM | 4 | EDNRA |
| AMIODARONE | 4 | EDNRA |
| ENOXACIN | 4 | EDNRA |
| BOSENTAN | 4 | EDNRA |
| NILOTINIB | 4 | LDLR |
| FEDRATINIB | 4 | PIK3CG |
| IDELALISIB | 4 | PIK3CG |
| ALPELISIB | 4 | PIK3CG |
| DUVELISIB | 4 | PIK3CG |
| COPANLISIB | 4 | PIK3CG |
| COPANLISIB HYDROCHLORIDE | 4 | PIK3CG |
| LENIOLISIB | 4 | PIK3CG |
| UMBRALISIB | 4 | PIK3CG |
| INAVOLISIB | 4 | PIK3CG |
| CLAZOSENTAN | 3 | EDNRA |
| ZIBOTENTAN | 3 | EDNRA |
Druggability pyramid
Cohort genes binned by druggability tier (high → low):
| Tier | Definition | Genes | Symbols |
|---|---|---|---|
| A | Approved (phase 4 drug) | 3 | EDNRA, LDLR, PIK3CG |
| B | Phased (≥1) drug, not yet approved | 0 | |
| C | Druggable family + PDB, no drug | 1 | LRIG1 |
| D | Druggable family + AlphaFold only, no drug | 1 | SLC17A4 |
| E | Difficult family or no structure, no drug | 3 | ZHX2, PINX1, APOC1 |
Undrugged target profiles
5 cohort genes are undrugged. Ranked by ‘starting-point quality’ (assay depth + drugged-partner adjacency).
| Symbol | ChEMBL assays | Drugged partners (top 3) |
|---|---|---|
| SLC17A4 | 0 | — |
| LRIG1 | 0 | — |
| ZHX2 | 0 | — |
| PINX1 | 0 | — |
| APOC1 | 0 | — |
Clinical trials & evidence
Clinical trials
Clinical trials: 921.
Phase distribution (across all retrieved trials)
| Phase | Trials |
|---|---|
| Not specified | 609 |
| PHASE4 | 114 |
| PHASE3 | 62 |
| PHASE2 | 54 |
| PHASE1 | 45 |
| PHASE2/PHASE3 | 20 |
| EARLY_PHASE1 | 9 |
| PHASE1/PHASE2 | 8 |
Top trials by phase / activity
| NCT | Phase | Status | Title |
|---|---|---|---|
| NCT02915198 | PHASE4 | RECRUITING | Investigation of Metformin in Pre-Diabetes on Atherosclerotic Cardiovascular OuTcomes |
| NCT05365425 | PHASE4 | RECRUITING | Choline Fenofibrate and Carotid Atherosclerosis in Patients With Type 2 Diabetes and Combined Dyslipidemia |
| NCT05365438 | PHASE4 | RECRUITING | Atmeg (Atorvastatin and Omega-3 Combination) and Carotid Atherosclerosis in Patients With Type 2 Diabetes and Combined Dyslipidemia |
| NCT05708859 | PHASE4 | RECRUITING | Effect of Tirzepatide on Progression of Coronary Atherosclerosis Using MDCT |
| NCT05932472 | PHASE4 | RECRUITING | Randomized Comparison of Morning Versus Bedtime Administration of Aspirin: A Cardiovascular Circadian Chronotherapy (C3) Trial |
| NCT06402747 | PHASE4 | RECRUITING | Clopidogrel Versus Cilostazol on Vessels |
| NCT06785974 | PHASE4 | NOT_YET_RECRUITING | Statins to Prevent Immune Checkpoint Inhibitor-induced PRogression of AtherosLerosis |
| NCT07611747 | PHASE4 | RECRUITING | Carotid Ultrasound-Based Strategy for Primary Prevention of Cardiovascular Events in Inflammatory Rheumatic Disease (PREVENER) |
| NCT07614230 | PHASE4 | RECRUITING | SGLT2 Inhibitors on Coronary Atherosclerosis Progression Via Perivascular Adipose Tissue in Diabetes |
| NCT00079638 | PHASE4 | COMPLETED | Comparative Efficacy Evaluation of Lipids When Treated With Niaspan & Statin or Other Lipid-Modifying Therapies-COMPELL |
| NCT00130039 | PHASE4 | COMPLETED | Trial of Cilostazol in Symptomatic Intracranial Arterial Stenosis II |
| NCT00166530 | PHASE4 | COMPLETED | EASEGO Study: Doubling of Atorvastatin/Simvastatin or INEGY in Patients With Hypercholesterolemia and Coronary Artery Disease(CAD)(0653A-089) |
| NCT00217178 | PHASE4 | UNKNOWN | Homocysteine Lowering and Atherosclerosis Reduction Trial (HART) |
| NCT00222261 | PHASE4 | COMPLETED | Aspirin Non-responsiveness and Clopidogrel Endpoint Trial. |
| NCT00241904 | PHASE4 | COMPLETED | Reducing Total Cardiovascular Risk in an Urban Community |
| NCT00243672 | PHASE4 | WITHDRAWN | Early Therapeutic Effects of Statins and Fibrates on Unstable Atherosclerotic Plaques |
| NCT00247494 | PHASE4 | UNKNOWN | Effects of Mycophenolate Mofetil (MMF) on Surrogate Markers for Cardiovascular Disease in HIV-1 Infected Patients |
| NCT00247507 | PHASE4 | UNKNOWN | The Effects of Acetylcysteine on Alleviating Damage of Oxidative Stress in Hemodialysis Patients |
| NCT00272311 | PHASE4 | COMPLETED | Aspirin Dose and Atherosclerosis in Patients With Metabolic Syndrome |
| NCT00272337 | PHASE4 | COMPLETED | Aspirin Dose and Atherosclerosis in Patients With Heart Disease |
| NCT00281060 | PHASE4 | COMPLETED | Vienna Absolute Trial: Balloon Angioplasty Versus Stenting in the Superficial Femoral Artery |
| NCT00287508 | PHASE4 | COMPLETED | Emboshield® and Xact® Post Approval Carotid Stent Trial (The EXACT Study) |
| NCT00287586 | PHASE4 | COMPLETED | Testosterone Replacement in Older Men and Atherosclerosis Progression |
| NCT00328536 | PHASE4 | COMPLETED | Omacor for the Treatment of Vascular Dysfunction in Patients With Type 2 Diabetes Mellitus |
| NCT00371501 | PHASE4 | COMPLETED | Aspirin and Statins for Prevention of Atherosclerosis and Arterial Thromboembolism in Systemic Lupus Erythematosus |
| NCT00397657 | PHASE4 | TERMINATED | Comparative Study of the Effect of Ezetimibe Versus Extended-Release Niacin on Atherosclerosis |
| NCT00400543 | PHASE4 | COMPLETED | Early Signs of Atherosclerosis in Obstructive Sleep Apnea: Effects of Treatment |
| NCT00437905 | PHASE4 | TERMINATED | Balloon Angioplasty vs. Cutting Balloon Angioplasty of Femoropopliteal Arteries- a Randomized Controlled Trial |
| NCT00457405 | PHASE4 | COMPLETED | Does a Seven Day Treatment With Dipyridamole Induce Protection Against Ischemia-Reperfusion Injury? |
| NCT00470808 | PHASE4 | UNKNOWN | The Effect of a Natural Polyphenolic Extract From Pomegrnate (POMX) on the Development of Atherosclerosis in Diabetic Patients |
| NCT00484965 | PHASE4 | UNKNOWN | Erythrocyte-Mediated Drug Delivery for the Prevention of Stent Restenosis |
| NCT00560170 | PHASE4 | COMPLETED | Vascular Effects of Ezetimibe/Simvastatin and Simvastatin on Atherosclerosis |
| NCT00574457 | PHASE4 | COMPLETED | Improving Cardiovascular Risk Prediction Using Hand Held Carotid Ultrasonography Study |
| NCT00578578 | PHASE4 | TERMINATED | Trial to Study the Effects of Supplementary Omega-3 on Serum C-Reactive Protein Levels |
| NCT00605605 | PHASE4 | COMPLETED | Vascular Endothelial Protection Effects of Dextromethorphan |
| NCT00640744 | PHASE4 | UNKNOWN | Effect of Short Term Atorvastatin Treatment,80mg/Day on Early Regression of Carotid Artery Atherosclerotic Lesions |
| NCT00650663 | PHASE4 | COMPLETED | Ezetimibe Plus Simvastatin Versus Simvastatin Alone in African-American Subjects With Primary Hypercholesterolemia (P03377) |
| NCT00651014 | PHASE4 | TERMINATED | Ezetimibe Plus Simvastatin Versus Simvastatin in Patients With Hypercholesterolemia and Coronary Risk Factors (P03405) |
| NCT00651274 | PHASE4 | COMPLETED | Comparison of Co-administration of Ezetimibe Plus Simvastatin Versus Simvastatin Alone in Primary Hypercholesterolemia (P03476) |
| NCT00651378 | PHASE4 | TERMINATED | Switching to Rosuvastatin Versus Adding Ezetimibe to Atorvastatin Versus Doubling the Dose of Atorvastatin in Patients With Hypercholesterolemia and Risk Factors (P03708) |
Drugs tested across these trials (top 30)
| Molecule | Max phase | Trials referencing |
|---|---|---|
| ROSUVASTATIN | 4 | 18 |
| SIMVASTATIN | 4 | 15 |
| ATORVASTATIN | 4 | 11 |
| EZETIMIBE | 4 | 9 |
| NIACIN | 4 | 8 |
| CANGRELOR | 4 | 6 |
| CLOPIDOGREL | 4 | 6 |
| ENALAPRIL | 4 | 6 |
| ASPIRIN | 4 | 5 |
| ROSIGLITAZONE | 4 | 5 |
| COLCHICINE | 4 | 4 |
| VORAPAXAR | 4 | 4 |
| ALIROCUMAB | 4 | 3 |
| CILOSTAZOL | 4 | 3 |
| DEXTROMETHORPHAN | 4 | 3 |
| RAMIPRIL | 4 | 3 |
| SITAGLIPTIN | 4 | 3 |
| BEMPEDOIC ACID | 4 | 2 |
| CANAKINUMAB | 4 | 2 |
| DIPYRIDAMOLE | 4 | 2 |
| EVOLOCUMAB | 4 | 2 |
| GLYCINE | 4 | 2 |
| ICOSAPENT ETHYL | 4 | 2 |
| LEVOTHYROXINE | 4 | 2 |
| LOVASTATIN | 4 | 2 |
| OLIVE OIL | 4 | 2 |
| PENTOXIFYLLINE | 4 | 2 |
| RETINOL | 4 | 2 |
| RIVAROXABAN | 4 | 2 |
| TICAGRELOR | 4 | 2 |
Related Atlas pages
- Cohort genes: SLC17A4, LRIG1, ZHX2, PINX1, EDNRA, APOC1, LDLR, PIK3CG
- Drugs: Rosuvastatin, Simvastatin, Atorvastatin, Ezetimibe, Niacin, Cangrelor, Clopidogrel, Enalapril, Aspirin, Rosiglitazone, Colchicine, Vorapaxar, Alirocumab, Cilostazol, Dextromethorphan, Ramipril, Sitagliptin, Bempedoic Acid, Canakinumab, Dipyridamole, Evolocumab, Glycine, Icosapent Ethyl, Levothyroxine, Lovastatin, Olive Oil, Pentoxifylline, Retinol, Rivaroxaban, Ticagrelor