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Table 2 Factor loadings for food items derived from factor analysis (principal component analysis) in the UK Biobank Cohort Study a

From: Relationship between dietary pattern and depressive symptoms: an international multicohort study

Healthy dietary pattern

Processed food dietary pattern

Meat dietary pattern

Food groups

Factor loadings

Food groups

Factor loadings

Food groups

Factor loadings

Vegetables & potatoes

0.71

Fat & spreads

0.68

Meat & meat products

0.78

Fruits

0.70

Cereals & cereal products

0.60

Alcoholic beverages

0.50

Dairy & dairy-free products

0.41

Sugar, preserves, cakes & confectionery, snacks

0.57

Egg & egg dishes

0.26

Nuts & seeds

0.34

Non-alcoholic beverages

0.51

Vegetables & potatoes

0.15

Non-alcoholic beverages

0.31

Meat & meat products

0.20

Non-alcoholic beverages

0.09

Fish & fish dishes

0.31

Mixed-dishes

0.13

Sugar, preserves, cakes & confectionery, snacks

0.06

Egg & egg dishes

0.25

Dairy & dairy-free products

0.13

Fat & spreads

0.05

Meat substitutes

0.08

Meat substitutes

0.09

Nuts & seeds

0.02

Cereals & cereal products

0.07

Vegetables & potatoes

0.05

Fish & fish dishes

-0.11

Meat & meat products

0.02

Fruits

0.04

Mixed-dishes

-0.13

Mixed-dishes

0.02

Egg & egg dishes

0.03

Dairy & dairy-free products

-0.17

Sugar, preserves, cakes & confectionery, snacks

-0.09

Nuts & seeds

-0.04

Fruits

-0.19

Alcoholic beverages

-0.10

Alcoholic beverages

-0.05

Cereals & cereal products

-0.21

Fat & spreads

-0.15

Fish & fish dishes

-0.15

Meat substitutes

-0.53

Variance explained (%)

11.3

Variance explained (%)

10.8

Variance explained (%)

9.8

  1. aparticipants who completed at least two web-based 24-h dietary were assessment in the UK Biobank cohort