title: Dietary patterns derived by hybrid clustering method in older people: association with cognition, mood, and self-rated health.
abstract: BACKGROUND
  Several nutritional factors, including dietary fatty acids, antioxidants, and folates, have been related to pathological brain aging. Dietary patterns that represent a combination of foods may better predict disease risk than single foods or nutrients.
  
  
  OBJECTIVE
  To identify dietary patterns by a mixed clustering method and to analyze their relationship with cognitive function, depressive symptoms, and self-rated health in older people.
  
  
  METHODS
  Cross-sectional population-based study.
  
  
  METHODS
  Subjects included 1,724 elderly community dwellers living in Bordeaux, France from 2001 to 2002.
  
  
  METHODS
  Cluster analysis, combining hybrid clustering, and research for stable groups during the k-means step on mean number of weekly servings of 20 predetermined food groups, separately in men and women.
  
  
  RESULTS
  Five dietary clusters were identified in each sex. A "healthy" cluster characterized by higher consumption of fish in men (n=157; 24.3%) and fruits and vegetables in women (n=267; 24.8%) had significantly lower mean number of errors to Mini Mental State score after adjustment for socio-demographic variables (beta=-0.11; 95% confidence interval [CI], -0.22 to -0.004 in men; beta=-0.13; 95% CI, -0.22 to -0.04 in women). The same cluster was associated with borderline significance with lower depressive symptoms in women (beta=-0.16; 95% CI, -0.33 to 0.007). Men in the "pasta eaters" cluster (n=136; 21%) had higher depressive symptoms (beta=0.26; 95% CI, 0.06 to 0.46) and higher risk to report poor health (polytomous regression, odds ratio [OR]=1.91; 95% CI, 1.21 to 3.01) than the "healthy" cluster. Women in the "biscuits and snacking" cluster (n=162; 15%) had greater risk of poor perceived health (OR=1.69; 95% CI, 1.15 to 2.48) compared to "healthy" eaters. Additional adjustment for body mass index and medication use strengthened these associations.
  
  
  CONCLUSIONS
  Sex-specific dietary patterns derived by hybrid clustering method are associated with fewer cognitive and depressive symptoms and better perceived health in older people.
authors.affiliation: INSERM, U897, University Victor Segalen Bordeaux 2, case 11, 146 rue Léo-Saignat, F-33076 Bordeaux cedex, France. Cecilia.Samieri@isped.u-bordeaux2.fr
authors.forename: Cécilia
authors.initials: C
authors.lastname: Samieri
authors.forename: Marthe-Aline
authors.initials: MA
authors.lastname: Jutand
authors.forename: Catherine
authors.initials: C
authors.lastname: Féart
authors.forename: Lucile
authors.initials: L
authors.lastname: Capuron
authors.forename: Luc
authors.initials: L
authors.lastname: Letenneur
authors.forename: Pascale
authors.initials: P
authors.lastname: Barberger-Gateau