home / scout

Targets — browse / sort / filter (view)

One row per human protein target with names + key evidence. Click column headers to SORT; use the facets to FILTER (tier, activation pair, known aptamer, EV-Map). UniProt IDs link to the source. Default sort is evidence_priority — a DETERMINISTIC, reproducible score computed from harvested evidence (structure / disease / predicted-surface / EV-detection). Filter has_structure=1 for the core set: targets with a reported 3D structure (the requirement the Kd layer is built around).

Data license: CC BY 4.0 · Data source: apt-scout automated curation pipeline (E. Dohi, NCNP) — values harvested from public databases; raw source stored per target

id
UniProt accession (human). Links to uniprot.org.
gene_symbol
Gene symbol (e.g. ITGB3).
protein_name
Protein name (UniProt).
tier
Tier 1 = PDB-anchored; Tier 1.5 = AlphaFold-confident.
has_structure
1 if the target protein has a reported experimental 3D structure (PDB). This is the CORE requirement the aptamer-Kd layer is built around — filter to 1 for the structure-backed set.
evidence_priority
DETERMINISTIC, reproducible prioritisation (0-1) computed at build time from real harvested columns: 0.35*experimental-structure(PDB=1 / AlphaFold-only=0.3) + 0.30*Open-Targets-top-disease-score + 0.20*PREDICTED-surface-accessibility(A_surface=1) + 0.15*EV-detection(EV-Map). A transparent ranking AID, not a validation; the surface/EV terms are PREDICTIONS/DETECTIONS, not measured EV-surface exposure. Recomputable exactly from this DB.
has_activation_state_pdb_pair
1 if a curated ACTIVE/INACTIVE PDB pair exists (only 11 targets).
in_cev_map
Detected in the EV-Map plasma-EV dataset (Rai & Greening 2025, Nat Cell Biol, 10.1038/s41556-025-01795-7) = 3,422 apt-scout targets (broad detected proteome). The EV-Map CONSERVED EV proteome is 182 proteins (42 non-EV); apt-scout matches 104 of these conserved EV-hallmark proteins as targets by gene (the other 78 are not apt-scout targets). Use the ev_hallmark_targets query for that subset. IMPORTANT: EV-Map detection means the protein is EV CARGO (present in the vesicle) — it does NOT mean surface-exposed. Rai & Greening 2025 run a separate membrane-impermeant biotinylation assay giving a 151-protein SURFACEOME, and show the conserved SDCBP/syntenin is luminal (not surface-accessible). For genuine EV-surface accessibility use that 151-protein set, not EV-Map presence.
has_known_aptamer
1 if PubMed '(gene) AND (aptamer OR SELEX)' returned any hit (KEYWORD co-mention, includes false positives — NOT a verified aptamer). For verified aptamers with Kd, see the Binding-affinities (v_kd) layer.
opentargets_top_disease_score
Open Targets association score (0-1).
aptamer_count_pubmed
Number of PubMed hits for (this protein) AND (aptamer OR SELEX). Keyword co-occurrence — verify each (many co-mention without a real aptamer).
aptamer_pmids
The actual PubMed IDs behind the aptamer evidence — click each to read the paper. This is the source of the 'has aptamer' claim.
surface_class
PREDICTED membrane topology (HPA-derived, not a measurement): A_surface = integral/ecto cell-surface (predicted EV-surface accessible); A2_pm_peripheral = plasma-membrane cytoplasmic-leaflet (SRC/LYN/RHOA, predicted not reachable); A_assoc = secreted/corona; B_cargo = luminal cargo; unknown = no HPA localization. Lipid asymmetry can partially flip (PS via scramblase); confirm by protease-protection / intact-EV surface labelling. See v_surface_targets.

677 rows where has_activation_state_pdb_pair = 0, surface_class = "unknown" and tier = "Tier 1.5" sorted by evidence_priority descending

✎ View and edit SQL

This data as json, CSV (advanced)

Suggested facets: pdb_count_total, aptamer_count_pubmed

in_cev_map 2

  • 0 443
  • 1 234

has_structure 2

  • 0 656
  • 1 21

has_known_aptamer 2

  • 0 676
  • 1 1

has_cryoEM 2

  • 0 668
  • 1 9

tier 1

  • Tier 1.5 · 677 ✖

surface_class 1

  • unknown · 677 ✖

has_activation_state_pdb_pair 1

  • - · 677 ✖
id gene_symbol protein_name tier evidence_priority ▲ has_structure surface_class pdb_count_total alphafold_mean_pLDDT has_cryoEM has_activation_state_pdb_pair activation_state_pdb_active activation_state_pdb_inactive has_known_aptamer aptamer_count_pubmed aptamer_pmids in_cev_map opentargets_top_disease_name opentargets_top_disease_score
P06865     Tier 1.5 0.759 1 unknown 2 93.44 0 0     0 0   1 Tay-Sachs disease 0.8629597356732491
P04275     Tier 1.5 0.749 1 unknown 48 75.5 1 0     0 0   1 Von Willebrand disease 0.8296081124598669
P56589     Tier 1.5 0.749 1 unknown 2 88.88 0 0     0 0   1 Zellweger syndrome 0.8285793075049609
P09603     Tier 1.5 0.618 1 unknown 8 57.41 0 0     0 0   1 type 2 diabetes mellitus 0.39219340856589974
O75365     Tier 1.5 0.612 1 unknown 4 86.88 0 0     0 0   1 hypertension 0.3732487322932303
Q5IJ48     Tier 1.5 0.593 1 unknown 1 76.44 0 0     0 0   0 ventriculomegaly-cystic kidney disease 0.8112741813611002
P01185     Tier 1.5 0.585 1 unknown 5 79.44 1 0     0 0   0 neurohypophyseal diabetes insipidus 0.7825664629740794
O15297     Tier 1.5 0.583 1 unknown 1 67.88 0 0     0 0   0 intellectual developmental disorder with gastrointestinal difficulties and high pain threshold 0.7779617805712467
O60930     Tier 1.5 0.574 1 unknown 7 79.56 0 0     0 0   0 progressive external ophthalmoplegia with mitochondrial DNA deletions, autosomal recessive 2 0.74733857283595
O60882     Tier 1.5 0.568 1 unknown 1 83.31 0 0     0 0   0 Hypomaturation amelogenesis imperfecta 0.7281006394540224
O75838     Tier 1.5 0.564 1 unknown 1 88.62 0 0     0 0   0 hearing loss, autosomal recessive 0.7117048435819099
P07305     Tier 1.5 0.562 1 unknown 16 68.75 1 0     0 0   1 open-angle glaucoma 0.2081722206162343
Q5SWA1     Tier 1.5 0.54 1 unknown 5 49.03 1 0     0 0   0 microcephaly, short stature, and impaired glucose metabolism 2 0.6334721902580683
O43543     Tier 1.5 0.529 1 unknown 16 87.12 1 0     0 0   0 spermatogenic failure 50 0.5955217891975265
G2XKQ0 SUMO1P1 Small ubiquitin-related modifier 5 Tier 1.5 0.5 1 unknown 1 79.81 0 0     0 0   1    
P79483 HLA-DRB3 HLA class II histocompatibility antigen, DR beta 3 chain Tier 1.5 0.5 1 unknown 2 88.38 0 0     0 0   1    
P01579     Tier 1.5 0.498 1 unknown 8 85.31 0 0     0 0   0 Primary hemophagocytic lymphohistiocytosis 0.49197933519665166
Q6NW34 RMP64 Ribonuclease MRP subunit P64 Tier 1.5 0.485 1 unknown 3 64.0 1 0     0 0   0 anauxetic dysplasia 3 0.44914218451265836
O95352     Tier 1.5 0.484 0 unknown 0 87.62 0 0     0 0   1 spinocerebellar ataxia, autosomal recessive 31 0.7618016657355056
Q5TAT6     Tier 1.5 0.481 0 unknown 0 55.59 0 0     0 0   1 Congenital myasthenic syndromes 0.7544056165993482
P48509     Tier 1.5 0.473 0 unknown 0 88.25 0 0     0 0   1 epidermolysis bullosa simplex 7, with nephropathy and deafness 0.7253740723597262
Q32NC0 RMP24 Ribonuclease MRP protein subunit p24 Tier 1.5 0.43 1 unknown 3 74.06 1 0     0 0   0 connective tissue disease 0.2652381012117321
Q9NY61     Tier 1.5 0.424 1 unknown 3 64.81 1 0     0 0   0 skin neoplasm 0.24706398094697377
P34910     Tier 1.5 0.38 0 unknown 0 50.94 0 0     0 0   1 neurofibromatosis type 1 0.4178305579352045
O60941     Tier 1.5 0.377 0 unknown 0 75.38 0 0     0 0   1 cutaneous melanoma 0.4068656041128879
Q5I7T1     Tier 1.5 0.375 0 unknown 0 93.0 0 0     0 0   1 Abnormality of the skeletal system 0.4010039380812394
Q5SR56 SLC71A2 Solute carrier family 71 member 2 Tier 1.5 0.372 0 unknown 0 76.75 0 0     0 0   1 atrial fibrillation 0.3910715051744718
P49842 WHR1 Winged helix repair factor 1 Tier 1.5 0.361 1 unknown 5 87.44 1 0     0 0   0 melanoma 0.036990092138582946
Q9H8H3 TMT1A Thiol S-methyltransferase TMT1A Tier 1.5 0.358 0 unknown 0 96.12 0 0     0 0   1 heart failure 0.3434183182553741
O15232     Tier 1.5 0.354 0 unknown 0 79.38 0 0     0 0   0 multiple epiphyseal dysplasia type 5 0.8302929519450023
O95343     Tier 1.5 0.35 0 unknown 0 67.88 0 0     0 0   0 holoprosencephaly 0.8181248878625513
P49326     Tier 1.5 0.349 0 unknown 0 94.94 0 0     0 0   1 type 2 diabetes mellitus 0.3139213554354413
O95741     Tier 1.5 0.267 0 unknown 0 86.38 0 0     0 0   1 glioblastoma multiforme 0.03986072724380628
A3KN83     Tier 1.5 0.255 0 unknown 0 67.31 0 0     0 0   0 neurodegenerative disease 0.49840530754835893
A6NMY6 ANXA2P2 Putative annexin A2-like protein Tier 1.5 0.255 0 unknown 0 94.25 0 0     0 0   1    
Q9BYX7 POTEKP Putative beta-actin-like protein 3 Tier 1.5 0.255 0 unknown 0 94.81 0 0     0 0   1    
Q3KR37     Tier 1.5 0.248 0 unknown 0 67.5 0 0     0 0   0 chronic lymphocytic leukemia 0.47654335621881755
O43439     Tier 1.5 0.242 0 unknown 0 63.69 0 0     0 0   0 Abnormality of the skeletal system 0.45637506575193026
Q14147     Tier 1.5 0.24 0 unknown 0 80.5 0 0     0 0   0 Neurodevelopmental disorder 0.4499737391856989
Q96LM5 SPMIP2 Protein SPMIP2 Tier 1.5 0.232 0 unknown 0 62.75 0 0     0 0   0 Abnormality of the skeletal system 0.4220350712092463
O94964 MTCL2 Microtubule cross-linking factor 2 Tier 1.5 0.221 0 unknown 0 54.25 0 0     0 0   0 skin cancer 0.38790668759818864
Q53TS8 CATSPERT Cation channel sperm-associated targeting subunit tau Tier 1.5 0.22 0 unknown 0 39.66 0 0     0 0   0 male infertility due to globozoospermia 0.3830436487908655
Q6P4F1 POFUT3 GDP-fucose protein O-fucosyltransferase 3 Tier 1.5 0.218 0 unknown 0 87.94 0 0     0 0   0 Abnormality of the skeletal system 0.377894214690425
Q6UWJ1 SLC9D1 Solute carrier family 9 member D1 Tier 1.5 0.209 0 unknown 0 75.94 0 0     0 0   0 Anxiety 0.3453798727200914
Q14802     Tier 1.5 0.206 0 unknown 0 68.25 0 0     0 0   0 Hypomyelination neuropathy - arthrogryposis 0.3360486957577248
Q2TAC6     Tier 1.5 0.205 0 unknown 0 64.62 0 0     0 0   0 Non-immune hydrops fetalis 0.3326218692162316
Q13491     Tier 1.5 0.199 0 unknown 0 82.31 0 0     0 0   0 open-angle glaucoma 0.31489783643542385
Q9HAT0     Tier 1.5 0.191 0 unknown 0 85.25 0 0     0 0   0 Vitiligo 0.28500489474800955
O95447     Tier 1.5 0.187 0 unknown 0 62.31 0 0     0 0   0 neurodegenerative disease 0.27241083934376026
Q9BSJ5 MTNAP1 Mitochondrial nucleoid-associated protein 1 Tier 1.5 0.186 0 unknown 0 44.44 0 0     0 0   0 exostosis 0.270767386991046

Next page

Advanced export

JSON shape: default, array, newline-delimited

CSV options:

CREATE VIEW v_targets AS
SELECT f.id, n.gene_symbol, n.protein_name, tg.tier,
 -- evidence_priority: DETERMINISTIC, reproducible from real DB columns (no LLM).
 -- Transparent weights over harvested evidence: structure 0.35, disease importance
 -- 0.30 (Open Targets top-disease score), PREDICTED surface accessibility 0.20,
 -- EV detection 0.15. A heuristic ranking aid, not a validation; surface/EV terms
 -- are predictions/detections, NOT measured EV-surface exposure.
 ROUND(
   0.35*(CASE WHEN CAST(COALESCE(f.pdb_count_total,'0') AS INTEGER)>0 THEN 1.0
              WHEN CAST(COALESCE(NULLIF(f.alphafold_mean_pLDDT,''),'0') AS REAL)>0 THEN 0.3 ELSE 0.0 END)
 + 0.30*MIN(CAST(COALESCE(NULLIF(f.opentargets_top_disease_score,''),'0') AS REAL), 1.0)
 + 0.20*(CASE sc.surface_class WHEN 'A_surface' THEN 1.0 WHEN 'A_assoc' THEN 0.5 WHEN 'A2_pm_peripheral' THEN 0.2 ELSE 0.0 END)
 + 0.15*(CASE WHEN CAST(COALESCE(f.in_cev_map,0) AS INTEGER)=1 THEN 1.0 ELSE 0.0 END)
 , 3) AS evidence_priority,
 (CASE WHEN CAST(COALESCE(f.pdb_count_total,'0') AS INTEGER)>0 THEN 1 ELSE 0 END) AS has_structure,
 sc.surface_class,
 f.pdb_count_total, f.alphafold_mean_pLDDT, f.has_cryoEM,
 f.has_activation_state_pdb_pair, f.activation_state_pdb_active, f.activation_state_pdb_inactive,
 f.has_known_aptamer, f.aptamer_count_pubmed, ap.aptamer_pmids,
 f.in_cev_map, f.opentargets_top_disease_name, f.opentargets_top_disease_score
FROM v_target_full f
LEFT JOIN target_names n ON n.target_id=f.id
LEFT JOIN targets tg ON tg.id=f.id
LEFT JOIN target_aptamer_pmids ap ON ap.target_id=f.id
LEFT JOIN membrane_surface_class sc ON sc.target_id=f.id;
Powered by Datasette · Queries took 1043.104ms · Data license: CC BY 4.0 · Data source: apt-scout automated curation pipeline (E. Dohi, NCNP) — values harvested from public databases; raw source stored per target