Nutrient Patterns Associated with Fasting Glucose and Glycated Haemoglobin Levels in a Black South African Population

Type 2 diabetes (T2D) burden is increasing globally. However, evidence regarding nutrient patterns associated with the biomarkers of T2D is limited. This study set out to determine the nutrient patterns associated with fasting glucose and glycated haemoglobin the biomarkers of T2D. Factor analysis w...

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Main Authors: Tinashe Chikowore, Pedro T. Pisa, Tertia van Zyl, Edith J. M. Feskens, Edelweiss Wentzel-Viljoen, Karin R. Conradie
Format: Article
Language:English
Published: MDPI AG 2017-01-01
Series:Nutrients
Subjects:
T2D
Online Access:http://www.mdpi.com/2072-6643/9/1/9
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spelling doaj-7c3cfedc66664e308a2c6310ba1c303d2020-11-25T01:12:09ZengMDPI AGNutrients2072-66432017-01-0191910.3390/nu9010009nu9010009Nutrient Patterns Associated with Fasting Glucose and Glycated Haemoglobin Levels in a Black South African PopulationTinashe Chikowore0Pedro T. Pisa1Tertia van Zyl2Edith J. M. Feskens3Edelweiss Wentzel-Viljoen4Karin R. Conradie5Centre for Excellence in Nutrition, North-West University, Potchefstroom 2520, North West Province, South AfricaWits Reproductive Health and HIV Institute, University of the Witwatersrand, Johannesburg 2000, South AfricaCentre for Excellence in Nutrition, North-West University, Potchefstroom 2520, North West Province, South AfricaDivision of Human Nutrition, Wageningen University, P.O. Box 17, 6700 AA Wageningen, The NetherlandsCentre for Excellence in Nutrition, North-West University, Potchefstroom 2520, North West Province, South AfricaCentre for Excellence in Nutrition, North-West University, Potchefstroom 2520, North West Province, South AfricaType 2 diabetes (T2D) burden is increasing globally. However, evidence regarding nutrient patterns associated with the biomarkers of T2D is limited. This study set out to determine the nutrient patterns associated with fasting glucose and glycated haemoglobin the biomarkers of T2D. Factor analysis was used to derive nutrient patterns of 2010 participants stratified by urban/rural status and gender. Principal Component Analysis (PCA) was applied to 25 nutrients, computed from the quantified food frequency questionnaires (QFFQ). Three nutrient patterns per stratum, which accounted for 73% of the variation of the selected nutrients, were identified. Multivariate linear regression models adjusted for age, BMI, smoking, physical activity, education attained, alcohol intake, seasonality and total energy intake were computed. Starch, dietary fibre and B vitamins driven nutrient pattern was significantly associated with fasting glucose (β = −0.236 (−0.458; −0.014); p = 0.037) and glycated haemoglobin levels (β = −0.175 (−0.303; −0.047); p = 0.007) in rural women. Thiamine, zinc and plant protein driven nutrient pattern was associated with significant reductions in glycated haemoglobin and fasting glucose ((β = −0.288 (−0.543; −0.033); p = 0.027) and (β = −0.382 (−0.752; −0.012); p = 0.043), respectively) in rural men. Our results indicate that plant driven nutrient patterns are associated with low fasting glucose and glycated haemoglobin levels.http://www.mdpi.com/2072-6643/9/1/9plant basedfasting glucose and glycated haemoglobinT2Ddietary patterns
collection DOAJ
language English
format Article
sources DOAJ
author Tinashe Chikowore
Pedro T. Pisa
Tertia van Zyl
Edith J. M. Feskens
Edelweiss Wentzel-Viljoen
Karin R. Conradie
spellingShingle Tinashe Chikowore
Pedro T. Pisa
Tertia van Zyl
Edith J. M. Feskens
Edelweiss Wentzel-Viljoen
Karin R. Conradie
Nutrient Patterns Associated with Fasting Glucose and Glycated Haemoglobin Levels in a Black South African Population
Nutrients
plant based
fasting glucose and glycated haemoglobin
T2D
dietary patterns
author_facet Tinashe Chikowore
Pedro T. Pisa
Tertia van Zyl
Edith J. M. Feskens
Edelweiss Wentzel-Viljoen
Karin R. Conradie
author_sort Tinashe Chikowore
title Nutrient Patterns Associated with Fasting Glucose and Glycated Haemoglobin Levels in a Black South African Population
title_short Nutrient Patterns Associated with Fasting Glucose and Glycated Haemoglobin Levels in a Black South African Population
title_full Nutrient Patterns Associated with Fasting Glucose and Glycated Haemoglobin Levels in a Black South African Population
title_fullStr Nutrient Patterns Associated with Fasting Glucose and Glycated Haemoglobin Levels in a Black South African Population
title_full_unstemmed Nutrient Patterns Associated with Fasting Glucose and Glycated Haemoglobin Levels in a Black South African Population
title_sort nutrient patterns associated with fasting glucose and glycated haemoglobin levels in a black south african population
publisher MDPI AG
series Nutrients
issn 2072-6643
publishDate 2017-01-01
description Type 2 diabetes (T2D) burden is increasing globally. However, evidence regarding nutrient patterns associated with the biomarkers of T2D is limited. This study set out to determine the nutrient patterns associated with fasting glucose and glycated haemoglobin the biomarkers of T2D. Factor analysis was used to derive nutrient patterns of 2010 participants stratified by urban/rural status and gender. Principal Component Analysis (PCA) was applied to 25 nutrients, computed from the quantified food frequency questionnaires (QFFQ). Three nutrient patterns per stratum, which accounted for 73% of the variation of the selected nutrients, were identified. Multivariate linear regression models adjusted for age, BMI, smoking, physical activity, education attained, alcohol intake, seasonality and total energy intake were computed. Starch, dietary fibre and B vitamins driven nutrient pattern was significantly associated with fasting glucose (β = −0.236 (−0.458; −0.014); p = 0.037) and glycated haemoglobin levels (β = −0.175 (−0.303; −0.047); p = 0.007) in rural women. Thiamine, zinc and plant protein driven nutrient pattern was associated with significant reductions in glycated haemoglobin and fasting glucose ((β = −0.288 (−0.543; −0.033); p = 0.027) and (β = −0.382 (−0.752; −0.012); p = 0.043), respectively) in rural men. Our results indicate that plant driven nutrient patterns are associated with low fasting glucose and glycated haemoglobin levels.
topic plant based
fasting glucose and glycated haemoglobin
T2D
dietary patterns
url http://www.mdpi.com/2072-6643/9/1/9
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