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Best practices for chemical data curation and QSAR model ...

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Virtual Screening of a PubChem AMPc<br />

HTS <strong>data</strong>set of 69,653 Compounds<br />

1.6<br />

Database mining of 69653 compounds (Z-cutoff = 0.5)<br />

The average class number<br />

1.5<br />

1.4<br />

1.3<br />

1.2<br />

1.1<br />

1.0<br />

0.9<br />

100 120 140 160 180 200 220 240 260 280<br />

No. of <strong>model</strong>s in prediction<br />

Hit selection criteria:<br />

- Within AD of at least<br />

50% of <strong>model</strong>s<br />

- 80% of those predict a<br />

compound as an<br />

inhibitor<br />

This leads to 15 Hits

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