The data presented in PubChem from the NCGC listed as “qHTS” represents primary quantitative high throughput screening data. Each sample is tested as a titration series to provide a concentration-response output. While the results accurately describe the effect of the sample on the assay endpoint, the “actives” are not necessarily due to the perturbation of the intended target (i.e., they may be artifactual positives). Despite this, these primary data are provided to allow analysis by cheminformatic algorithms, guide the selection of compounds for subsequent chemistry optimization, and to populate the ‘chemical genomics’ database of compound-activity profiles. The value of this database should increase as additional assays and compounds are added.

In interpreting and using qHTS data the investigator should remain cognizant of the following:

1. The sample tested is very limited in quantity, so neither the NGCG nor the MLSCN repository can supply screening samples upon request. Some samples are commercially available and inexpensive, and can be purchased directly from vendors. Compounds about which more is known, designated as “probes” by the MLSCN, will be designated as such in PubChem and arrangements for their broader availability to investigators will be made by the MLSCN.
2. The effect of the sample on the assay described in PubChem may reflect artifacts that result from the sample’s physical or spectroscopic properties, such as its interference in the assay due to aggregation in aqueous buffer, or absorbance of emitted fluorescence for signal detection. Flags indicating the propensity for interfering phenomenon from samples in the library will be added to the data set as it is determined.
3. QC information is not necessarily current. The results are determined from “samples”, indicated as such, because the term “compound” implies a single chemical entity. Subsequent analysis by LC-MS and verification of the activity will be performed for a subset of the actives. This data will be entered into PubChem as it is generated.
4. The IC₅₀/EC₅₀s (referred to by the NCGC as AC50s) determined from the normalized titration-response data (n =1) are estimates. Curve fitting artifacts can occur due to the high throughput nature of the analysis. A flag indicating whether a curve fit has been verified will be updated over time. In addition, the primary data is available for interpretations by others.