DrugRAG / data /phase5 /reference_labels.json
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{
"n_drugs": 1278,
"clusters": {
"1": {
"label": "Near-neutral (topology remodel, little net change)",
"paper_grounded": false,
"n": 110,
"mean_direction": 0.024,
"direction": "pro",
"mean_activity": 0.12
},
"2": {
"label": "Control-like / minimal effect",
"paper_grounded": true,
"n": 250,
"mean_direction": 0.099,
"direction": "pro",
"mean_activity": 0.101
},
"3": {
"label": "Pro-angiogenic",
"paper_grounded": false,
"n": 101,
"mean_direction": 0.354,
"direction": "pro",
"mean_activity": 0.099
},
"4": {
"label": "Pro-angiogenic (incl. glutamate-antagonist group)",
"paper_grounded": true,
"n": 165,
"mean_direction": 0.292,
"direction": "pro",
"mean_activity": 0.134
},
"5": {
"label": "Strongly pro-angiogenic",
"paper_grounded": false,
"n": 105,
"mean_direction": 0.524,
"direction": "pro",
"mean_activity": 0.12
},
"6": {
"label": "Pro-angiogenic",
"paper_grounded": false,
"n": 275,
"mean_direction": 0.3,
"direction": "pro",
"mean_activity": 0.116
},
"7": {
"label": "Tube disruption / anti-angiogenic (most active)",
"paper_grounded": true,
"n": 272,
"mean_direction": -1.126,
"direction": "anti",
"mean_activity": 0.239
}
},
"true_dark": [
{
"drug_name": "BNTX maleate salt hydrate",
"cluster": 7,
"direction": "anti",
"activity_magnitude": 0.464,
"real_angio_pubmed_hits": 1,
"active_dark_centerpiece": true
},
{
"drug_name": "Ziprasidone hydrochloride monohydrate",
"cluster": 7,
"direction": "anti",
"activity_magnitude": 0.163,
"real_angio_pubmed_hits": 1,
"active_dark_centerpiece": true
},
{
"drug_name": "PHA 767491 hydrochloride",
"cluster": 7,
"direction": "anti",
"activity_magnitude": 0.146,
"real_angio_pubmed_hits": 0,
"active_dark_centerpiece": true
},
{
"drug_name": "N2-Ethyl-2'-deoxyguanosine",
"cluster": 4,
"direction": "pro",
"activity_magnitude": 0.127,
"real_angio_pubmed_hits": 0,
"active_dark_centerpiece": false
},
{
"drug_name": "Propantheline bromide",
"cluster": 7,
"direction": "anti",
"activity_magnitude": 0.115,
"real_angio_pubmed_hits": 0,
"active_dark_centerpiece": false
},
{
"drug_name": "Tomoxetine",
"cluster": 3,
"direction": "pro",
"activity_magnitude": 0.112,
"real_angio_pubmed_hits": 0,
"active_dark_centerpiece": false
},
{
"drug_name": "Dolasetron mesylate hydrate",
"cluster": 3,
"direction": "pro",
"activity_magnitude": 0.103,
"real_angio_pubmed_hits": 1,
"active_dark_centerpiece": false
},
{
"drug_name": "CP-471474",
"cluster": 4,
"direction": "pro",
"activity_magnitude": 0.103,
"real_angio_pubmed_hits": 0,
"active_dark_centerpiece": false
},
{
"drug_name": "CP-101537",
"cluster": 1,
"direction": "anti",
"activity_magnitude": 0.101,
"real_angio_pubmed_hits": 0,
"active_dark_centerpiece": false
},
{
"drug_name": "Caroverine hydrochloride",
"cluster": 2,
"direction": "anti",
"activity_magnitude": 0.095,
"real_angio_pubmed_hits": 2,
"active_dark_centerpiece": false
},
{
"drug_name": "Doxepin hydrochloride",
"cluster": 2,
"direction": "pro",
"activity_magnitude": 0.094,
"real_angio_pubmed_hits": 1,
"active_dark_centerpiece": false
},
{
"drug_name": "CP-93129 dihydrochloride hydrate",
"cluster": 1,
"direction": "pro",
"activity_magnitude": 0.092,
"real_angio_pubmed_hits": 2,
"active_dark_centerpiece": false
},
{
"drug_name": "Sematilide monohydrochloride monohydrate",
"cluster": 6,
"direction": "pro",
"activity_magnitude": 0.087,
"real_angio_pubmed_hits": 0,
"active_dark_centerpiece": false
}
],
"active_dark_centerpieces": [
"BNTX maleate salt hydrate",
"Ziprasidone hydrochloride monohydrate",
"PHA 767491 hydrochloride"
],
"kg_coverage": {
"drugs_with_angio_edges": 390,
"pct": 30.5,
"case_study_drugs": [
{
"drug_name": "Adenosine",
"cluster": 7,
"angio_edges": 59
},
{
"drug_name": "Cilostazol",
"cluster": 3,
"angio_edges": 20
},
{
"drug_name": "Histamine dihydrochloride",
"cluster": 2,
"angio_edges": 20
},
{
"drug_name": "Gossypol",
"cluster": 1,
"angio_edges": 15
},
{
"drug_name": "Raloxifene hydrochloride",
"cluster": 7,
"angio_edges": 14
},
{
"drug_name": "(\u00b1)-Propranolol hydrochloride",
"cluster": 4,
"angio_edges": 14
},
{
"drug_name": "Sunitinib malate",
"cluster": 7,
"angio_edges": 14
},
{
"drug_name": "(S)-Propranolol hydrochloride",
"cluster": 4,
"angio_edges": 14
},
{
"drug_name": "Phenylephrine hydrochloride",
"cluster": 4,
"angio_edges": 13
},
{
"drug_name": "Atorvastatin calcium salt trihydrate",
"cluster": 6,
"angio_edges": 12
},
{
"drug_name": "Caffeine",
"cluster": 6,
"angio_edges": 12
},
{
"drug_name": "Resveratrol",
"cluster": 2,
"angio_edges": 11
}
]
},
"pubmed_false_match_outliers": [
{
"drug_name": "2,4-Diamino-6-pyrimidinone",
"real_angio_pubmed_hits": 305729,
"real_total_pubmed_hits": 0
},
{
"drug_name": "N,N,N',N'-Tetramethylazodicarboxamide",
"real_angio_pubmed_hits": 569,
"real_total_pubmed_hits": 0
},
{
"drug_name": "LY-310,762 hydrochloride",
"real_angio_pubmed_hits": 407,
"real_total_pubmed_hits": 0
},
{
"drug_name": "(6R)-5,6,7,8-Tetrahydro-L-biopterin hydrochloride",
"real_angio_pubmed_hits": 20,
"real_total_pubmed_hits": 0
},
{
"drug_name": "(\u00b1)-3-(3,4-dihydroxyphenyl)-2-methyl-DL-alanine",
"real_angio_pubmed_hits": 18,
"real_total_pubmed_hits": 0
},
{
"drug_name": "2-(2-Aminoethyl)isothiourea dihydrobromide",
"real_angio_pubmed_hits": 10,
"real_total_pubmed_hits": 0
},
{
"drug_name": "R(-)-2,10,11-Trihydroxy-N-propylnoraporphine hydrobromide",
"real_angio_pubmed_hits": 2,
"real_total_pubmed_hits": 0
},
{
"drug_name": "R(+)-IAA-94",
"real_angio_pubmed_hits": 2,
"real_total_pubmed_hits": 0
}
]
}