Forecasting levels of serum 25-hydroxyvitamin D based on dietary intake, lifestyle and personal determinants in a sample of Southern Europeans.
Lifestyle
Predictive model
Predictors
Vitamin D
Journal
The British journal of nutrition
ISSN: 1475-2662
Titre abrégé: Br J Nutr
Pays: England
ID NLM: 0372547
Informations de publication
Date de publication:
28 11 2023
28 11 2023
Historique:
medline:
23
10
2023
pubmed:
12
4
2023
entrez:
11
4
2023
Statut:
ppublish
Résumé
Vitamin D is an essential nutrient to be consumed in the habitual dietary intake, whose deficiency is associated with various disturbances. This study represents a validation of vitamin D status estimation using a semi-quantitative FFQ, together with data from additional physical activity and lifestyle questionnaires. This information was combined to forecast the serum vitamin D status. Different statistical methods were applied to estimate the vitamin D status using predictors based on diet and lifestyle. Serum vitamin D was predicted using linear regression (with leave-one-out cross-validation) and random forest models. Intraclass correlation coefficients, Lin's agreement coefficients, Bland-Altman plots and other methods were used to assess the accuracy of the predicted
Identifiants
pubmed: 37039468
pii: S0007114523000946
doi: 10.1017/S0007114523000946
pmc: PMC10587381
doi:
Substances chimiques
25-hydroxyvitamin D
A288AR3C9H
Calcifediol
P6YZ13C99Q
Vitamin D
1406-16-2
Vitamins
0
Ergocalciferols
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
1814-1822Références
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