A latent class analysis of DSM-IV and Fagerström (FTND) criteria for nicotine dependence

Nicotine Tob Res. 2011 Oct;13(10):972-81. doi: 10.1093/ntr/ntr105. Epub 2011 Jul 21.

Abstract

Background: Nicotine dependence is associated with considerable morbidity and mortality. Two predominant classification systems, the Diagnostic and Statistical Manual (DSM-IV) and Fagerström Test for Nicotine Dependence (FTND), have been used to measure liability to nicotine dependence, yet few studies have attempted to simultaneously examine both sets of criteria.

Methods: Using a sample of 624 regular smoking individuals who are offspring of Vietnam Era Twin fathers ascertained for an offspring of twin study, we applied latent class analysis to the 7 DSM-IV and the 6 FTND criteria to classify individuals by their nicotine dependence symptom profiles. Post-hoc across-class comparisons were conducted using a variety of smoking-related variables and aspects of psychopathology. Whether a single class identified offspring at high genetic and environmental vulnerability was also investigated.

Results: The cross-diagnosis kappa was .30. A 4-class solution fit these data best. The classes included a low DSM-low FTND class and a high DSM-high FTND class; a moderate DSM-moderate FTND class, which was distinguished by moderate levels of smoking and intermediate levels of comorbid psychopathology; and a light smoking-moderate FTND class consisting primarily of lighter smokers with a more recent onset of regular smoking. High genetic and environmental vulnerability to nicotine dependence was noted in all classes with no statistically significant across-class differences.

Conclusions: In general, the DSM-IV and FTND criteria performed similarly to define a continuum of risk for nicotine dependence. The emerging class of light smokers should be further investigated to assess whether they transition to another class or remain as such.

Publication types

  • Comparative Study
  • Research Support, N.I.H., Extramural
  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Adolescent
  • Adult
  • Diagnostic and Statistical Manual of Mental Disorders*
  • Fathers
  • Humans
  • Interviews as Topic
  • Logistic Models
  • Male
  • Odds Ratio
  • Psychopathology
  • Risk Factors
  • Smoking / genetics
  • Smoking / psychology
  • Tobacco Use Disorder / classification
  • Tobacco Use Disorder / diagnosis*
  • Tobacco Use Disorder / genetics
  • Tobacco Use Disorder / psychology
  • Twin Studies as Topic
  • Young Adult