PMID- 18379420 OWN - NLM STAT- MEDLINE DCOM- 20080731 LR - 20080417 IS - 1044-3983 (Print) IS - 1044-3983 (Linking) VI - 19 IP - 3 DP - 2008 May TI - A structural approach to the familial coaggregation of disorders. PG - 431-9 LID - 10.1097/EDE.0b013e31816a9de7 [doi] AB - The demonstration that 2 disorders coaggregate in families is often the first step in the exploration of genetic factors common to the 2 disorders. Previous methods of analyzing familial coaggregation have used either (1) a typical measure of association (eg, the odds ratio) between a disorder in an individual and another disorder in family members, or (2) a linear structural equation model (SEM). The association method accommodates case-control sampling of families, but may not assess the causal effect of interest because it is not based on an underlying causal model. The SEM method is based on a causal model, but cannot easily accommodate case-control sampling or direct effects of 1 disorder on the other within individuals. We develop a new method of analyzing coaggregation based on directed acyclic graphs. Because this method is a generalization of structural equation models and uses measures of association that accommodate case-control sampling and direct effects, it combines the strengths of both previous methods. In the absence of direct effects between disorders, our approach provides a valid estimate of the causal coaggregation effect. In the presence of direct effects, our approach provides an upper-bound estimate and (assuming additive linear effects of latent familial and nonfamilial factors) a lower-bound estimate of the causal coaggregation effect. For illustration, we applied our method to a family study of binge eating disorder and bipolar disorder. FAU - Hudson, James I AU - Hudson JI AD - Biological Psychiatry Laboratory, McLean Hospital, Belmont, MA 02478, USA. jhudson@mclean.harvard.edu FAU - Javaras, Kristin N AU - Javaras KN FAU - Laird, Nan M AU - Laird NM FAU - VanderWeele, Tyler J AU - VanderWeele TJ FAU - Pope, Harrison G Jr AU - Pope HG Jr FAU - Hernan, Miguel A AU - Hernan MA LA - eng GR - 5 T32 MN17119-22/MN/OMHHE CDC HHS/United States GR - R01 MH070377-01A2/MH/NIMH NIH HHS/United States PT - Journal Article PT - Research Support, N.I.H., Extramural PT - Research Support, Non-U.S. Gov't PL - United States TA - Epidemiology JT - Epidemiology (Cambridge, Mass.) JID - 9009644 SB - IM MH - Bipolar Disorder/epidemiology/*genetics MH - Bulimia/epidemiology/*genetics MH - Case-Control Studies MH - Comorbidity MH - Family MH - Humans MH - *Models, Genetic MH - Research Design EDAT- 2008/04/02 09:00 MHDA- 2008/08/01 09:00 CRDT- 2008/04/02 09:00 PHST- 2008/04/02 09:00 [pubmed] PHST- 2008/08/01 09:00 [medline] PHST- 2008/04/02 09:00 [entrez] AID - 10.1097/EDE.0b013e31816a9de7 [doi] PST - ppublish SO - Epidemiology. 2008 May;19(3):431-9. doi: 10.1097/EDE.0b013e31816a9de7.