Causal relationship between milk chocolate intake and calf pain: A Mendelian randomization analysis

Objective: This study aimed to examine the association between milk chocolate intake (MCI) and calf pain (CP). Method: We acquired data from the MR Base database and used Mendelian randomization (MR) to evaluate the causal association between MCI and CP. Results: We selected eight single nucleotide...

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Main Authors: Hongtao Liu, Fengkun Zhou
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:Journal of Functional Foods
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1756464623004516
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author Hongtao Liu
Fengkun Zhou
author_facet Hongtao Liu
Fengkun Zhou
author_sort Hongtao Liu
collection DOAJ
description Objective: This study aimed to examine the association between milk chocolate intake (MCI) and calf pain (CP). Method: We acquired data from the MR Base database and used Mendelian randomization (MR) to evaluate the causal association between MCI and CP. Results: We selected eight single nucleotide polymorphisms from genome-wide association studies that were significantly associated with both MCI and CP. Inverse weighted variance (IVW) and weighted median methods showed that MCI had a protective effect on CP (IVW: β = −0.360, odds ratio [OR] = 0.698, 95 % confidence interval [CI] = 0.502–0.969; Weighted median: β = −0.509, OR = 0.601, 95 %CI = 0.393–0.920). However, MR‐Egger analysis suggested no causal association (β = −0.315, OR = 0.729, 95 %CI = 0.231–2.299). The greater precision of weighted median estimator and IVW suggest our results may support a potential causal association between MCI and CP. Conclusion: The MR analysis demonstrated that MCI has a protective effect on CP.
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spelling doaj.art-a0caca253f1941efbe2b455cd23529f62023-11-10T04:16:12ZengElsevierJournal of Functional Foods1756-46462023-11-01110105851Causal relationship between milk chocolate intake and calf pain: A Mendelian randomization analysisHongtao Liu0Fengkun Zhou1Guangxi Health Science College, ChinaThe First People’s Hospital of Nanning, China; Corresponding author at: The First People’s Hospital of Nanning, Nanning 530011, China.Objective: This study aimed to examine the association between milk chocolate intake (MCI) and calf pain (CP). Method: We acquired data from the MR Base database and used Mendelian randomization (MR) to evaluate the causal association between MCI and CP. Results: We selected eight single nucleotide polymorphisms from genome-wide association studies that were significantly associated with both MCI and CP. Inverse weighted variance (IVW) and weighted median methods showed that MCI had a protective effect on CP (IVW: β = −0.360, odds ratio [OR] = 0.698, 95 % confidence interval [CI] = 0.502–0.969; Weighted median: β = −0.509, OR = 0.601, 95 %CI = 0.393–0.920). However, MR‐Egger analysis suggested no causal association (β = −0.315, OR = 0.729, 95 %CI = 0.231–2.299). The greater precision of weighted median estimator and IVW suggest our results may support a potential causal association between MCI and CP. Conclusion: The MR analysis demonstrated that MCI has a protective effect on CP.http://www.sciencedirect.com/science/article/pii/S1756464623004516Calf painMilk chocolateMendelian randomization
spellingShingle Hongtao Liu
Fengkun Zhou
Causal relationship between milk chocolate intake and calf pain: A Mendelian randomization analysis
Journal of Functional Foods
Calf pain
Milk chocolate
Mendelian randomization
title Causal relationship between milk chocolate intake and calf pain: A Mendelian randomization analysis
title_full Causal relationship between milk chocolate intake and calf pain: A Mendelian randomization analysis
title_fullStr Causal relationship between milk chocolate intake and calf pain: A Mendelian randomization analysis
title_full_unstemmed Causal relationship between milk chocolate intake and calf pain: A Mendelian randomization analysis
title_short Causal relationship between milk chocolate intake and calf pain: A Mendelian randomization analysis
title_sort causal relationship between milk chocolate intake and calf pain a mendelian randomization analysis
topic Calf pain
Milk chocolate
Mendelian randomization
url http://www.sciencedirect.com/science/article/pii/S1756464623004516
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AT fengkunzhou causalrelationshipbetweenmilkchocolateintakeandcalfpainamendelianrandomizationanalysis