TY - JOUR
T1 - The Typology of Alcohol Use Disorder
T2 - Latent Class Analyses of a Population-Based Swedish Sample
AU - Kendler, Kenneth S.
AU - Ohlsson, Henrik
AU - Sundquist, Jan
AU - Sundquist, Kristina
N1 - Publisher Copyright:
© 2022, Alcohol Research Documentation Inc.. All rights reserved.
PY - 2022
Y1 - 2022
N2 - Objective: The purpose of this study was to clarify the clinical heterogeneity of alcohol use disorder (AUD) in a national Swedish sample of affected individuals using latent class analysis. Method: Using a Swedish population-based sample of AUD cases ascertained from medical, criminal, and pharmacy registries (n = 217,071), we applied latent class analysis to sex, externalizing and internalizing syndromes before first registration, and age at first registration. The re-sulting types were evaluated against 15 diverse validators and degree of resemblance in relative pairs concordant for AUD. Results: A three-class solution was preferred by fit indices. The three classes were as follows: type 1 (male preponderant, externalizing; 32%), type 2 (minimal prior psychopathology; 46%), and type 3 (mixed-sex internalizing; 23%). Repeated split-half analyses revealed the statistical stability of these solutions. Meaningful differences emerged between the classes on many validators. Type 1 had the greatest family disruption, lowest educational levels, most AUD registrations, highest rates of criminal registration, and highest genetic risk for externalizing disorders and AUD. Type 2 had the least social dysfunction. Type 3 had the highest educational attainment, genetic liability to internalizing disorders, and proportion of women. All types significantly aggregated in affected pairs of relatives. Conclu-sions: Meaningful and reproducible subtypes of AUD, consistent with prior typological results, can be obtained from national registry–based samples. Using a range of external validators and patterns of familial aggregation, our results suggest that our three-class solution captured a meaningful proportion of the clinical heterogeneity of AUD.
AB - Objective: The purpose of this study was to clarify the clinical heterogeneity of alcohol use disorder (AUD) in a national Swedish sample of affected individuals using latent class analysis. Method: Using a Swedish population-based sample of AUD cases ascertained from medical, criminal, and pharmacy registries (n = 217,071), we applied latent class analysis to sex, externalizing and internalizing syndromes before first registration, and age at first registration. The re-sulting types were evaluated against 15 diverse validators and degree of resemblance in relative pairs concordant for AUD. Results: A three-class solution was preferred by fit indices. The three classes were as follows: type 1 (male preponderant, externalizing; 32%), type 2 (minimal prior psychopathology; 46%), and type 3 (mixed-sex internalizing; 23%). Repeated split-half analyses revealed the statistical stability of these solutions. Meaningful differences emerged between the classes on many validators. Type 1 had the greatest family disruption, lowest educational levels, most AUD registrations, highest rates of criminal registration, and highest genetic risk for externalizing disorders and AUD. Type 2 had the least social dysfunction. Type 3 had the highest educational attainment, genetic liability to internalizing disorders, and proportion of women. All types significantly aggregated in affected pairs of relatives. Conclu-sions: Meaningful and reproducible subtypes of AUD, consistent with prior typological results, can be obtained from national registry–based samples. Using a range of external validators and patterns of familial aggregation, our results suggest that our three-class solution captured a meaningful proportion of the clinical heterogeneity of AUD.
UR - http://www.scopus.com/inward/record.url?scp=85138459872&partnerID=8YFLogxK
U2 - 10.15288/jsad.21-00409
DO - 10.15288/jsad.21-00409
M3 - Article
C2 - 36136437
AN - SCOPUS:85138459872
SN - 1937-1888
VL - 83
SP - 672
EP - 679
JO - Journal of Studies on Alcohol and Drugs
JF - Journal of Studies on Alcohol and Drugs
IS - 5
ER -