A key indicator of nicotine dependence is associated with greater depression symptoms, after accounting for smoking behavior.

The latent construct of ND, as assessed by TTFC, may be associated with an additional risk for depression symptoms, beyond that conveyed by smoking behavior alone. This finding can be used for more refined risk prediction for depression among smokers.