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EV-surface aptamer targets — membrane-surface vs cargo, ranked (view)

PREDICTED EV-surface accessibility (not a measurement). EV biogenesis normally preserves membrane topology, so we predict which targets present an extracellular epitope on an INTACT vesicle. surface_class A_surface = integral/ecto cell-surface (CD/GPCR/ion-channel/integral membrane). A2_pm_peripheral = plasma-membrane but cytoplasmic-leaflet (SRC/LYN/RHOA/FLNA) — predicted NOT reachable. A_assoc = secreted / surface-corona. CAVEATS: HPA gives cellular (not EV) localization; lipid asymmetry can partially flip (phosphatidylserine externalizes via scramblase TMEM16F on activated/platelet/apoptotic EVs); cytoplasmic proteins can attach as a protein corona; EV populations are heterogeneous. CONFIRM by protease-protection (proteinase K +/- detergent), intact-EV surface labelling / bead-capture flow, or immuno-EM. Classification from HPA subcellular localization + protein class (Thul 2017; Uhlén 2015). targetability_score is a transparent composite, not experimental.

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

surface_class
PREDICTED topology: A_surface (ecto, predicted accessible) / A2_pm_peripheral (cytoplasmic leaflet, predicted not accessible) / A_assoc (secreted/corona). Confirm experimentally.
surface_evidence
Which HPA field drove the call (no fabrication).
ev_map_hallmark
1 = EV-Map conserved EV-hallmark protein (Rai & Greening 2025) — strongest evidence it is on circulating EVs.
targetability_score
Composite: 1.0[integral surface] + 0.8[EV-Map hallmark] + 0.3[in EV proteome] + 0.4[has PDB] + 0.3 min(disease,1) + 0.2[approved drug]. Heuristic, NOT experimental.
pdb_count
Experimental PDB structures available to design against.
disease_score
Open Targets top disease association score.

519 rows where ev_map_hallmark = 0 and surface_class = "A_assoc" sorted by targetability_score descending

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Suggested facets: surface_evidence

in_cev_map 2

  • 0 303
  • 1 216

surface_class 1

  • A_assoc · 519 ✖

ev_map_hallmark 1

  • - · 519 ✖
id gene_symbol protein_name surface_class surface_evidence ev_map_hallmark in_cev_map in_vesiclepedia in_exocarta pdb_count top_disease disease_score drug_count_approved targetability_score ▲
P00451 F8 Coagulation factor VIII A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     25 hemophilia A 0.9108044347811838   0.973
P12883 MYH7 Myosin-7 A_assoc HPA subcellular = Focal adhesion sites (adhesion/junction, surface-associated) 0 1     43 hypertrophic cardiomyopathy 0.9029865147265421   0.971
P00740 F9 Coagulation factor IX A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     56 hemophilia B 0.8880186703890781   0.966
Q8NBP7 PCSK9 Proprotein convertase subtilisin/kexin type 9 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     62 familial hypercholesterolemia 0.8604029080346239   0.958
P02461 COL3A1 Collagen alpha-1(III) chain A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     11 Ehlers-Danlos syndrome, vascular type 0.8608667500207768   0.958
P17405 SMPD1 Sphingomyelin phosphodiesterase A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     4 Niemann-Pick disease type A 0.8567797114449874   0.957
P08709 F7 Coagulation factor VII A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     100 factor VII deficiency 0.8542078994169972   0.956
P01008 SERPINC1 Antithrombin-III A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     27 hereditary antithrombin deficiency 0.8494671886642873   0.955
P02452 COL1A1 Collagen alpha-1(I) chain A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     14 osteogenesis imperfecta type 2 0.8471150130101988   0.954
P02462 COL4A1 Collagen alpha-1(IV) chain A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     4 brain small vessel disease 1 with or without ocular anomalies 0.84655287380359   0.954
P03951 F11 Coagulation factor XI A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     100 factor XI deficiency 0.841884208404384   0.953
P45379 TNNT2 Troponin T, cardiac muscle A_assoc HPA subcellular = Focal adhesion sites (adhesion/junction, surface-associated) 0 1     25 hypertrophic cardiomyopathy 0.8329996050513441   0.95
P02458 COL2A1 Collagen alpha-1(II) chain A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     11 spondyloepiphyseal dysplasia congenita 0.8334698564095305   0.95
P08246 ELANE Neutrophil elastase A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     38 cyclic hematopoiesis 0.8291093803980005   0.949
P00450 CP Ceruloplasmin A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     4 aceruloplasminemia 0.8279493326009644   0.948
P04180 LCAT Phosphatidylcholine-sterol acyltransferase A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     7 Fish-eye disease 0.8273460309828392   0.948
P00747 PLG Plasminogen A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     49 hypoplasminogenemia 0.8240321266100769   0.947
Q15582 TGFBI Transforming growth factor-beta-induced protein ig-h3 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     10 lattice corneal dystrophy type I 0.8242841141270143   0.947
P02649 APOE Apolipoprotein E A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     29 coronary artery disease 0.81626595063263   0.945
P06276 BCHE Cholinesterase A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     100 butyrylcholinesterase deficiency 0.8051740584587205   0.942
P06396 GSN Gelsolin A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     60 Finnish type amyloidosis 0.8048371651382773   0.941
P02679 FGG Fibrinogen gamma chain A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     48 familial dysfibrinogenemia 0.8002311001712851   0.94
P07942 LAMB1 Laminin subunit beta-1 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     3 cobblestone lissencephaly without muscular or ocular involvement 0.8016665947624902   0.94
P20908 COL5A1 Collagen alpha-1(V) chain A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     1 Ehlers-Danlos syndrome, classic type, 1 0.7979601586599098   0.939
P02671 FGA Fibrinogen alpha chain A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     40 familial dysfibrinogenemia 0.7947496460990987   0.938
P02675 FGB Fibrinogen beta chain A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     42 congenital afibrinogenemia 0.7892438060719716   0.937
P22105 TNXB Tenascin-X A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     3 Ehlers-Danlos syndrome due to tenascin-X deficiency 0.7916412481554758   0.937
P03950 ANG Angiogenin A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     56 amyotrophic lateral sclerosis 0.7865457274017922   0.936
P08253 MMP2 72 kDa type IV collagenase A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     14 Torg-Winchester syndrome 0.7862502046091417   0.936
P35609 ACTN2 Alpha-actinin-2 A_assoc HPA subcellular = Focal adhesion sites (adhesion/junction, surface-associated) 0 1     16 dilated cardiomyopathy 1AA 0.7856813926513253   0.936
Q14623 IHH Indian hedgehog protein A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     8 brachydactyly type A1 0.7871957785711762   0.936
P10643 C7 Complement component C7 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     8 Immunodeficiency due to a late component of complements deficiency 0.7859621873711432   0.936
P13645 KRT10 Keratin, type I cytoskeletal 10 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     6 epidermolytic hyperkeratosis 2A, autosomal dominant 0.7860749239386174   0.936
P39060 COL18A1 Collagen alpha-1(XVIII) chain A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     9 Knobloch syndrome 1 0.7867122552672962   0.936
A6XGL2 INS Insulin A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     2 diabetes mellitus, permanent neonatal 4 0.784300463357018   0.935
Q12904 AIMP1 Aminoacyl tRNA synthase complex-interacting multifunctional protein 1 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     6 hypomyelinating leukodystrophy 3 0.7806847123659254   0.934
P35858 IGFALS Insulin-like growth factor-binding protein complex acid labile subunit A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     1 Reduced insulin like growth factor binding protein acid labile subunit concentration 0.7760522769257892   0.933
P02647 APOA1 Apolipoprotein A-I A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     32 hypoalphalipoproteinemia, primary, 2 0.7727382344191134   0.932
P02787 TF Serotransferrin A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     66 atransferrinemia 0.7724190608888654   0.932
P00746 CFD Complement factor D A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     40 recurrent Neisseria infections due to factor D deficiency 0.7726408204424132   0.932
P35625 TIMP3 Metalloproteinase inhibitor 3 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     1 Sorsby fundus dystrophy 0.7684253675298044   0.931
P07988 SFTPB Pulmonary surfactant-associated protein B A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     9 Neonatal acute respiratory distress with surfactant metabolism deficiency 0.767375558073721   0.93
P01009 SERPINA1 Alpha-1-antitrypsin A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     46 Alpha-1-antitrypsin deficiency 0.764279219769394   0.929
P02748 C9 Complement component C9 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     9 Immunodeficiency due to a late component of complements deficiency 0.761965409699055   0.929
P27918 CFP Properdin A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     14 Properdin deficiency 0.7610265174382485   0.928
O15230 LAMA5 Laminin subunit alpha-5 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     2 nephrotic syndrome, IIa 26 0.7594872666460903   0.928
P13671 C6 Complement component C6 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     11 Immunodeficiency due to a late component of complements deficiency 0.75437296887129   0.926
P08603 CFH Complement factor H A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     51 complement factor H deficiency 0.7508822531277052   0.925
P01042 KNG1 Kininogen-1 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     19 congenital high-molecular-weight kininogen deficiency 0.7480490551878497   0.924
P05121 SERPINE1 Plasminogen activator inhibitor 1 A_assoc HPA Predicted secreted (soluble; may form EV surface corona, not integral) 0 1     29 congenital plasminogen activator inhibitor type 1 deficiency 0.7325368931195121   0.92

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CREATE VIEW v_surface_targets AS
SELECT s.target_id AS id, n.gene_symbol, n.protein_name, s.surface_class, s.surface_evidence,
  e.cev_map_is_ev_hallmark AS ev_map_hallmark, e.in_cev_map, e.in_vesiclepedia, e.in_exocarta,
  l1.pdb_count_total AS pdb_count, l5.opentargets_top_disease_name AS top_disease,
  l5.opentargets_top_disease_score AS disease_score, l3.drug_count_approved,
  ROUND(
    (CASE WHEN s.surface_class='A_surface' THEN 1.0 ELSE 0 END)
    + 0.8*COALESCE(e.cev_map_is_ev_hallmark,0)
    + 0.3*(CASE WHEN COALESCE(e.in_cev_map,0)+COALESCE(e.in_vesiclepedia,0)+COALESCE(e.in_exocarta,0)>0 THEN 1 ELSE 0 END)
    + 0.4*(CASE WHEN CAST(COALESCE(l1.pdb_count_total,0) AS INTEGER)>0 THEN 1 ELSE 0 END)
    + 0.3*MIN(COALESCE(l5.opentargets_top_disease_score,0),1.0)
    + 0.2*(CASE WHEN CAST(COALESCE(l3.drug_count_approved,0) AS INTEGER)>0 THEN 1 ELSE 0 END)
  ,3) AS targetability_score
FROM membrane_surface_class s
LEFT JOIN target_names n ON n.target_id=s.target_id
LEFT JOIN target_layer4_expression e ON e.target_id=s.target_id
LEFT JOIN target_layer1_structure l1 ON l1.target_id=s.target_id
LEFT JOIN target_layer3_interaction l3 ON l3.target_id=s.target_id
LEFT JOIN target_layer5_disease l5 ON l5.target_id=s.target_id
WHERE s.surface_class IN ('A_surface','A2_pm_peripheral','A_assoc');
Powered by Datasette · Queries took 111.842ms · 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