TABLE 2

Primary and secondary target classifications

Primary and secondary classifications for the unique targets of cancer-relevant HTS assays from PubChem (assay targets), chemical probes (probe targets), and FDA-approved small-molecule cancer drugs (drug targets) shown in Fig. 2. Approved small-molecule drugs were collected from the NCI “A to Z List of Cancer Drugs” (http://www.cancer.gov/about-cancer/treatment/drugs), and the two levels of target classes were defined according to the Panther Classification System (Mi et al., 2013, 2016). Numbers signify the sum of unique targets at or below the indicated target classification level. If a given target was only annotated at the primary level in the database, the sum of primary targets in the table might exceed the sum of secondary targets. Alternatively, the sum of secondary targets can exceed that of primary targets if a given target is linked to multiple secondary Panther protein classifications. An example is thioredoxin reductase 1, cytoplasmic (Uniprot: Q16881), which has a primary classification of oxidoreductase and the secondary classifications reductase and oxidase, due to its potential to catalyze both reactions. Finally, some targets belong to multiple primary classifications, such as nuclear hormone receptors, which fall under both transcription factor and receptor primary classes. The bottom six rows list total numbers for targets that are not currently defined by the Panther Classification System (MicroRNA and bacterial/viral target) or not easily classified (protein–protein interactions, phenotypic target, and pathway target). A total of 20 approved chemotherapeutics is associated with general DNA damage and grouped together under the primary classification of DNA damage.

Primary ClassificationAssay TargetsProbe TargetsDrug TargetsSecondary ClassificationAssay TargetsProbe TargetsDrug Targets
Nucleic acid binding581213DNA-binding protein2245
Helicase51
RNA-binding protein621
Nuclease4
Transcription factor49127Nuclear hormone receptor1537
Transcription cofactor5
Basic helix-loop-helix transcription factor62
Helix-turn-helix transcription factor21
Zinc finger transcription factor42
Hydrolase49124Protease2052
Phosphatase931
Esterase64
Lipase61
Deacetylase11
Deaminase1
Phosphodiesterase2
Receptor351220Nuclear hormone receptor1537
G protein–coupled receptor1175
Cytokine receptor32
Protein kinase receptor17
Enzyme modulator3032G protein modulator9
G protein8
Protease inhibitor62
Kinase modulator3
Transferase36913Kinase2168
Methyltransferase612
Acetyltransferase51
Acyltransferase11
Glycosyltransferase1
Signaling molecule2981Peptide hormone3
Cytokine21
Membrane-bound signaling molecule2
Growth factor1
Oxidoreductase1557Dehydrogenase612
Reductase525
Oxidase411
Oxygenase422
Transporter123ATP-binding cassette transporter32
Ion channel31
Amino acid transporter2
Mitochondrial carrier protein1
Transfer/Carrier protein10Apolipoprotein2
Calcium-binding protein7Intracellular calcium-sensing protein4
Annexin3
Ligase81Ubiquitin-protein ligase3
Cell adhesion molecule711Immunoglobulin superfamily cell adhesion molecule21
Cadherin11
Integrin1
Cytoskeletal protein33Microtubule family cytoskeletal protein13
Defense/Immunity protein51Immunoglobulin receptor superfamily21
Complement component1
Extracellular matrix protein1Extracellular matrix linker protein1
Membrane traffic protein2Membrane trafficking regulatory protein2
Chaperone2Hsp90 family chaperone1
Isomerase12Epimerase/Racemase
Lyase21
Cell junction protein11
Storage protein2
MicroRNA2
Protein–protein interaction21
Phenotypic target175
Pathway target86
Bacterial/Viral target125
DNA damage20