Natural Product: NPC233034

Natural Product IDNPC233034
Common Name
?
The InCHIKey will be temporarily assigned as the "Common Name" if no IUPAC name or alternative short name is available.
Tridolgosir
IUPAC Name (1S,2R,8R,8aR)-1,2,3,5,6,7,8,8a-octahydroindolizine-1,2,8-triol
Synonyms Swainsonine; Tridolgosir
Synthetic Gene Cluster n.a.
ChEMBL Identifier CHEMBL371197
PubChem CID 51683
Chemical Classification
  • CHEMONTID:0000000 [Organic compounds]
    • [CHEMONTID:0000002] Organoheterocyclic compounds
      • [CHEMONTID:0000251] Indolizidines

The Chemical Classification was calculated by Classyfire, a software for chemical taxonomy calculation. Reference: DOI:10.1186/s13321-016-0174-y.

  Chemical Representations

Standard InCHIKey FXUAIOOAOAVCGD-WCTZXXKLSA-N
Standard InCHI InChI=1S/C8H15NO3/c10-5-2-1-3-9-4-6(11)8(12)7(5)9/h5-8,10-12H,1-4H2/t5-,6-,7-,8-/m1/s1
SMILES O[C@@H]1CN2[C@@H]([C@@H]1O)[C@H](O)CCC2

  Calculated Properties

Physi-Chem Properties

Molecular Weight:   173.11 Volume:   167.179
?
Van der Waals volume.
Dense:   1.035 LogP:   -0.73
?
The logarithm of the n-octanol/water distribution coefficients.
logD7.4:   -0.301
?
The logarithm of the n-octanol/water distribution coefficient at pH=7.4.
LogS:   -0.24
?
The logarithm of aqueous solubility value.
Rotatable Bonds:   0.0 Rigid Bonds:   10.0
TPSA:   63.93
?
Topological Polar Surface Area.
H-Bond Acceptor:   4.0
H-Bond Donor:   3.0 Rings:   2.0
Heavy Atoms:   4.0

MedChem Properties

QED Drug-Likeness Score:   0.419 GASA:   1.0
?
GASA represents the probability of being difficult to synthesize, ranging from 0 to 1.
Synthetic Accessibility Score:   3.825 Fsp3:   1.0
MCE-18:   33.0
?
MCE-18 stands for medicinal chemistry evolution.MCE-18≥45 is considered a suitable value.
Lipinski Rule-of-5:   Rejected
Pfizer Rule:   Rejected GSK Rule:   Rejected
Golden Triangle Rule:   Accepted BMS Rule:   0
Chelating Alert:   0 PAINS Alert:   0
Colloidal aggregators:   0.191 Fluc inhibitor:   0.0
?
The fluc inhibitor value is the probability of being fLuc inhibitors, within the range of 0 to 1.
Blue fluorescence:   0.116
?
The blue fluorescence value is the probability of being blue fluorescence, within the range of 0 to 1
Green fluorescence:   0.005
?
The green fluorescence value is the probability of being green fluorescence, within the range of 0 to 1
Reactive compounds:   0.021 Promiscuous compounds:   0.064

ADMET Properties (ADMETlab3.0)

ADMET: Absorption

Caco-2 Permeability:   -4.753 MDCK Permeability:   -5.039
Pgp-inhibitor:   0.007 Pgp-substrate:   0.896
PAMPA:   0.989
?
The experimental data for Peff was logarithmically transformed (logPeff). Molecules with log Peff values below 2.0 were classified as low-permeability (Category 0), while those with log Peff values exceeding 2.5 were classified as high-permeability (Category 1).
Human Intestinal Absorption (HIA):   0.032
20% Bioavailability (F20%):   0.245 30% Bioavailability (F30%):   0.124
50% Bioavailability (F50%):   0.679

ADMET: Distribution

Blood-Brain-Barrier Penetration (BBB):   0.005 MRP1:   0.214
Plasma Protein Binding (PPB):   30.178% Volume Distribution (VD):   -0.319
Fu: 70.613%
?
The fraction unbound in plasms.
OATP1B1 inhibitor:   0.425
OATP1B3 inhibitor:   0.2 BCRP inhibitor:   0.108
BSEP inhibitor:   0.381

ADMET: Metabolism

CYP1A2-inhibitor:   0.038 CYP1A2-substrate:   0.0
CYP2C19-inhibitor:   0.163 CYP2C19-substrate:   0.003
CYP2C9-inhibitor:   0.014 CYP2C9-substrate:   0.008
CYP2D6-inhibitor:   0.002 CYP2D6-substrate:   0.002
CYP3A4-inhibitor:   0.114 CYP3A4-substrate:   0.002
CYP2B6-substrate:   0.0 CYP2C8-inhibitor:   0.074
HLM stability:   0.111
?
Human liver microsomal (HLM) stability. Category 0: stable+ (HLM > 30 min); Category 1: unstable- (HLM ≤ 30 min). The output value is the probability of human liver microsomal instability, where a value closer to 1 indicates a higher likelihood of instability.

ADMET: Excretion

Clearance (CL):  4.08 Half-life (T1/2):  3.255

ADMET: Toxicity

hERG Blockers:  0.073 hERG Blockers (10um):  0.384
Human Hepatotoxicity (H-HT):  0.372 Drug-induced Liver Injury (DILI):  0.064
AMES Toxicity:  0.387 Rat Oral Acute Toxicity:  0.106
Maximum Recommended Daily Dose:  0.092 Skin Sensitization:  0.604
Carcinogencity:  0.257 Eye Corrosion:  0.064
Eye Irritation:  0.859 Respiratory Toxicity:  0.131
Drug-induced Neurotoxicity:  0.11 Ototoxicity:  0.672
Hematotoxicity:  0.152 Drug-induced Nephrotoxicity:  0.362
Genotoxicity:  0.072 RPMI-8226 Immunitoxicity:  0.049
A549 Cytotoxicity:  0.028 Hek293 Cytotoxicity:  0.09
BCF:   0.128
?
Bioconcentration factors are used for considering secondary poisoning potential and assessing risks to human health via the food chain. The unit is -log10[(mg/L)/(1000*MW)].
IGC50:   1.618
?
48 hour Tetrahymena pyriformis IGC50. The unit of IGC50 is -log10[(mg/L)/(1000*MW)].
LC50DM:   2.779
?
48 hour Daphnia magna LC50. The unit of LC50DM is -log10[(mg/L)/(1000*MW)].
LC50FM:   1.873
?
96 hour fathead minnow LC50. The unit of LC50FM is -log10[(mg/L)/(1000*MW)].

  Species Source

Organism ID Organism Name Taxonomy Level Family SuperKingdom Isolation Part Collection Location Collection Time Reference
NPO64970 Oxytropis spp. + Embellisia sp. symbiont Species n.a. n.a. n.a. n.a. n.a. PMID[ 18060459]
NPO64659 Swainsona canescens + Undifilum sp. symbiont Species n.a. n.a. n.a. n.a. n.a. PMID[ 24053110]
NPO64691 Astragalus lentiginosus + Undifilum cinereum symbiont Species n.a. n.a. n.a. n.a. n.a. PMID[ 24223679]
NPO64760 Astragalus lentiginosus + Undifilum fulvum symbiont Species n.a. n.a. n.a. n.a. n.a. PMID[ 24223679]
NPO64656 Astragalus sp. + Embellisia sp. symbiont Species n.a. n.a. n.a. n.a. n.a. PMID[ 24758700]
NPO64961 Astragalus spp. and Oxytropis spp. + Undifilum oxytropis symbiont Species n.a. n.a. n.a. n.a. n.a. PMID[ 31151062]
NPO64845 Oxytropis deflexa + Fusarium tricinctum symbiont Species n.a. n.a. n.a. n.a. n.a. DOI[10.5897/AJMR2024.9772]
NPO64930 Oxytropis kansuensis + Fusarium tricinctum symbiont Species n.a. n.a. n.a. n.a. n.a. DOI[10.5897/AJMR2024.9772]
NPO40701 Ipomoea sp. Q6 [aff. calobra] Strain Convolvulaceae Eukaryota n.a. n.a. n.a. PMID[7673932]
NPO14272 Swainsona luteola Species Fabaceae Eukaryota n.a. n.a. n.a. Database[COCONUT]
NPO14272 Swainsona luteola Species Fabaceae Eukaryota n.a. n.a. n.a. Database[HerDing]
NPO14272 Swainsona luteola Species Fabaceae Eukaryota n.a. n.a. n.a. Database[TCMID]
NPO31538 Swailnsonia galegifolia n.a. n.a. n.a. n.a. n.a. n.a. Database[TCM_Taiwan]
NPO30725 Swailnsonia canescens n.a. n.a. n.a. n.a. n.a. n.a. Database[TCM_Taiwan]
NPO14272 Swainsona luteola Species Fabaceae Eukaryota n.a. n.a. n.a. Database[TCM_Taiwan]

Note for Reference:
In addition to directly collecting NP source organism data from primary literature (where reference will provided as NCBI PMID or DOI links), NPASS also integrated them from below databases:
UNPD: Universal Natural Products Database [PMID: 23638153].
StreptomeDB: a database of streptomycetes natural products [PMID: 33051671].
TM-MC: a database of medicinal materials and chemical compounds in Northeast Asian traditional medicine [PMID: 26156871].
TCM@Taiwan: a Traditional Chinese Medicine database [PMID: 21253603].
TCMID: a Traditional Chinese Medicine database [PMID: 29106634].
TCMSP: The traditional Chinese medicine systems pharmacology database and analysis platform [PMID: 24735618].
HerDing: a herb recommendation system to treat diseases using genes and chemicals [PMID: 26980517].
MetaboLights: a metabolomics database [PMID: 27010336].
FooDB: a database of constituents, chemistry and biology of food species [www.foodb.ca].



  NP Quantity Composition/Concentration

Organism ID Organism Name Organism Material Preparation Organism Part NP Quantity (Standard) NP Quantity (Minimum) NP Quantity (Maximum) Quantity Unit Reference

Note for Reference:
In addition to directly collecting NP quantitative data from primary literature (where reference will provided as NCBI PMID or DOI links), NPASS also integrated NP quantitative records for specific NP domains (e.g., NPS from foods or herbs) from domain-specific databases. These databases include:
DUKE: Dr. Duke's Phytochemical and Ethnobotanical Databases.
PHENOL EXPLORER: is the first comprehensive database on polyphenol content in foods [PMID: 24103452], its homepage can be accessed at here.
FooDB: a database of constituents, chemistry and biology of food species [www.foodb.ca].



 Biological Activity

Molecular-level activity

Target ID Target Type Target Name Target Organism Activity Type Activity Relation Value Unit Reference
NPT1053 Individual protein Alpha-mannosidase 2C1 Rattus norvegicus IC50 = 1750.0 nM PMID[2504921]
NPT67 Individual protein Cholinesterase Equus caballus Inhibition = -2.04 % PMID[23062825]
NPT20556 Single protein Replicase polyprotein 1ab Severe acute respiratory syndrome coronavirus 2 Inhibition = 13.48 % DOI[10.6019/CHEMBL4495564]
NPT692 Individual protein Histone deacetylase 6 Homo sapiens Inhibition = -10.91 % HDAC6 screening dataset using tau-based substrate in an enzymatic assay yields selective inhibitors and activators
NPT692 Individual protein Histone deacetylase 6 Homo sapiens Inhibition = -3.14 % HDAC6 screening dataset using tau-based substrate in an enzymatic assay yields selective inhibitors and activators
NPT459 Individual protein Human immunodeficiency virus type 1 reverse transcriptase Human immunodeficiency virus 1 IC50 > 200.0 ug.mL-1 PMID[1710653]
NPT499 Individual protein Lysosomal alpha-mannosidase Homo sapiens IC50 = 20000.0 nM PMID[18599296]
NPT499 Individual protein Lysosomal alpha-mannosidase Homo sapiens IC50 = 50.0 nM PMID[18599296]
NPT499 Individual protein Lysosomal alpha-mannosidase Homo sapiens IC50 = 10.0 nM PMID[18599296]
NPT66 Individual protein Acetylcholinesterase Electrophorus electricus Inhibition = 5.09 % PMID[23062825]
NPT504 Individual protein Alpha-mannosidase Glycine max IC50 = 400.0 nM PMID[15974577]
NPT5276 Individual protein Mannosyl-oligosaccharide alpha-1,2-mannosidase isoform B Drosophila melanogaster IC50 = 5.0 nM PMID[21295890]
NPT5276 Individual protein Mannosyl-oligosaccharide alpha-1,2-mannosidase isoform B Drosophila melanogaster Ki = 3.0 nM PMID[21295890]

In vitro activity

Target ID Target Type Target Name Target Organism Activity Type Activity Relation Value Unit Reference
NPT368 Cell line SN12C Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT369 Cell line ACHN Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT370 Cell line NCI-H23 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT371 Cell line UO-31 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT372 Cell line HOP-92 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT116 Cell line HL-60 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT374 Cell line SF-539 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT373 Cell line SK-MEL-5 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT375 Cell line Malme-3M Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT376 Cell line A498 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT377 Cell line OVCAR-3 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT112 Cell line MOLT-4 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT379 Cell line HOP-62 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT380 Cell line U-251 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT381 Cell line OVCAR-8 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT382 Cell line OVCAR-5 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT383 Cell line SNB-19 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT572 Cell line DMS-273 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT384 Cell line TK-10 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT323 Cell line SW-620 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT573 Cell line M19-MEL Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT455 Cell line NCI-H522 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT386 Cell line KM12 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT387 Cell line M14 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT574 Cell line XF498 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT388 Cell line NCI-H322M Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT389 Cell line RPMI-8226 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT456 Cell line OVCAR-4 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT390 Cell line LOX IMVI Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT147 Cell line SK-MEL-2 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT81 Cell line A549 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT575 Cell line KM-20L2 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT392 Cell line SNB-75 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT391 Cell line HCC 2998 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT393 Cell line HCT-116 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT148 Cell line HCT-15 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT395 Cell line SF-268 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT394 Cell line EKVX Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT731 Cell line LXFL 529 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT576 Cell line DMS-114 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT146 Cell line SK-OV-3 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT397 Cell line NCI-H460 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT398 Cell line UACC-62 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT308 Cell line CAKI-1 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT399 Cell line SF-295 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT458 Cell line IGROV-1 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT577 Cell line RXF 631 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT578 Cell line SNB-78 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT403 Cell line UACC-257 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT401 Cell line 786-0 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT404 Cell line CCRF-CEM Homo sapiens GI50 n.a. 85310.01 nM PubChem BioAssay data set
NPT579 Cell line DLD-1 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT405 Cell line NCI-H226 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT139 Cell line HT-29 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT170 Cell line SK-MEL-28 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT407 Cell line COLO 205 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT406 Cell line RXF 393 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT732 Cell line HOP-18 Homo sapiens GI50 n.a. 100000.0 nM PubChem BioAssay data set
NPT6 Organism Plasmodium falciparum Plasmodium falciparum Potency n.a. 9528.3 nM PubChem BioAssay data set
NPT20555 Organism SARS-CoV-2 Severe acute respiratory syndrome coronavirus 2 Inhibition = -4.47 % DOI[10.21203/rs.3.rs-23951/v1]
NPT20555 Organism SARS-CoV-2 Severe acute respiratory syndrome coronavirus 2 Inhibition = 0.05 % DOI[10.6019/CHEMBL4495565]
NPT20529 Non-molecular NON-PROTEIN TARGET n.a. Hepatotoxicity (acute) = 10.5 % PMID[15646539]
NPT20529 Non-molecular NON-PROTEIN TARGET n.a. Hepatotoxicity (moderate) = 2.0 n.a. PMID[15646539]
NPT20529 Non-molecular NON-PROTEIN TARGET n.a. Hepatotoxicity (moderate) = 52.6 % PMID[15646539]
NPT20529 Non-molecular NON-PROTEIN TARGET n.a. Hepatotoxicity (granulomatous hepatitis) = 0.0 n.a. PMID[15646539]
NPT20529 Non-molecular NON-PROTEIN TARGET n.a. Hepatotoxicity (benign tumour) = 0.0 n.a. PMID[15646539]
NPT2 Others Unspecified n.a. Potency n.a. 26603.2 nM PubChem BioAssay data set
NPT2 Others Unspecified n.a. Inhibition = 50.0 % PMID[7673932]
NPT2 Others Unspecified n.a. IC50 = 40.0 nM PMID[18599296]
NPT2 Others Unspecified n.a. Ki = 155.0 nM PMID[18599296]
NPT2 Others Unspecified n.a. Ki = 20.0 nM PMID[18599296]
NPT2 Others Unspecified n.a. IC50 = 11.0 nM PMID[21295890]
NPT2 Others Unspecified n.a. IC50 = 100.0 nM PMID[22001328]
NPT2 Others Unspecified n.a. Potency n.a. 25118.9 nM PubChem BioAssay data set

In vivo activity

Target ID Target Type Target Name Target Organism Activity Type Activity Relation Value Unit Reference





 Experimental ADME

Experiment Model Experiment Tissue ADME Type ADME Relation ADME Value ADME Unit Reference





 Experimental Toxicity

Quantitative toxicity

Experiment Model Experiment Organism Toxicity Type Toxicity Relation Toxicity Value Toxicity Unit Reference

Common Abbreviations:
LC: Lethal Concentration; LD: Lethal Dose; LT:Lethal Time; NOAEL: No-observed-adverse-effect Level; BMDL: Benchmark Dose Lower Confidence Limit; BMD: Benchmark Dose; BMC:Benchmark Concentration; LOAEL: Lowest Observed Adverse Effect Level; RfD:Reference Dose; RfC:Reference Concentration; MRL: Minimal Risk Level; MEG: Maximum Exposure Guideline; PAC: Protective Action Criteria

Categorical toxicity labels

Hepatotoxicity Carcinogenicity Mutagenicity Cardiotoxicity Respiratory Toxicity Eye Irritation Endocrine Disruption
Hepatotoxicity Carcinogenicity Mutagenicity Cardiotoxicity Respiratory Toxicity Eye Irritation Endocrine Disruption

Note for Reference:
In addition to directly collecting NP quantitative data from primary literature (where reference will provided as NCBI PMID or DOI links), NPASS also integrated NP toxicity records from domain-specific databases. These databases include:
ToxValDB: a curated database that compiles quantitative toxicity values for chemicals from diverse public sources to support toxicological research and risk assessment.
TOXRIC: a comprehensive, free-to-access, online database providing toxicological/feature data. The toxicity labels are retrieved from this database. [PMID: 36400569]


  Chemically structural similarity

Similar Active Natural Products in NPASS

Top-200 similar NPs were calculated against the active-NP-set (includes approximately 50,000 NPs with experimentally-derived bioactivity available in NPASS)

Similarity is measured using the Tanimoto coefficient (Tc) , which compares the binary fingerprints of two molecules. Tc is calculated as the intersection divided by the union of '1' bits in the fingerprints, ranging from 0 to 1, with 1 indicating highest similarity.

●  The left chart: Distribution of similarity level between NPC233034 and all remaining natural products in the NPASS database.
●  The right table: Most similar natural products (Tc>=0.5 or Top200).

Similarity Score Similarity Level Natural Product ID
1.0 High Similarity NPC481828
0.5294 Remote Similarity NPC126664
0.5294 Remote Similarity NPC34291
0.5294 Remote Similarity NPC604626

Similar Clinical/Approved Drugs

Similarity level is defined by Tanimoto coefficient (Tc) between two molecules.

●  The left chart: Distribution of similarity level between NPC233034 and all drugs/candidates.
●  The right table: Most similar clinical/approved drugs (Tc>=0.5 or Top200).

Similarity Score Similarity Level Drug ID Developmental Stage
1.0 High Similarity NPD9440 Pre-clinical
0.5294 Remote Similarity NPD9443 Pre-clinical

Bioactivity similarity

  Bioactivity similarity

Similar Natural Products in NPASS

Similarity level is defined by Bioactivity similarity was calculated based on bioactivity descriptors of compounds. The bioactivity descriptors were calculated by a recently developed AI algorithm Chemical Checker (CC) [Nature Biotechnology, 38:1087–1096, 2020; Nature Communications, 12:3932, 2021], which evaluated bioactivity similarities at five levels:
A: chemistry similarity;
B: biological targets similarity;
C: networks similarity;
D: cell-based bioactivity similarity;
E: similarity based on clinical data.
Those 5 categories of CC bioactivity descriptors were calculated and then subjected to manifold projection using UMAP algorithm, to project all NPs on a 2-Dimensional space. The current NP was highlighted with a small circle in the 2-D map. Below figures: left-to-right, A-to-E.

A: chemistry similarity
B: biological targets similarity
C: networks similarity
D: cell-based bioactivity similarity
E: similarity based on clinical data