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饮食与膝骨关节炎的因果关系:一项孟德尔随机化分析。

Causal relationship between diet and knee osteoarthritis: A Mendelian randomization analysis.

机构信息

School of Acupuncture and Tuina, Chengdu University of Traditional Chinese Medicine, Chengdu, China.

Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China.

出版信息

PLoS One. 2024 Jan 31;19(1):e0297269. doi: 10.1371/journal.pone.0297269. eCollection 2024.

DOI:10.1371/journal.pone.0297269
PMID:38295091
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10830039/
Abstract

BACKGROUND

Knee osteoarthritis (KOA) is a common disabling joint disease that affects millions of people worldwide. Diet may play a role in the etiology and progression of KOA, but evidence for a causal relationship is limited. We aimed to investigate the causal impact of dietary intake on KOA risk using Mendelian randomization (MR).

METHODS

We used summary-level data from genome-wide association studies (GWAS) including dietary intake (n = 335, 394-462, 342), and KOA (n = 403, 124). We selected 6-77 genetic variants as instrumental variables for 18 dietary factors, including processed meat, poultry, beef, oily fish, non-oily fish, pork, lamb, frequency of alcohol intake, alcoholic beverages, tea, coffee, dried fruit, cereals, cheese, bread, cooked vegetables, salad/raw vegetables, and fresh fruit. We performed univariate and multivariate MR analyses to estimate the causal effect of each dietary factor on KOA risk. We also performed some sensitivity analyses to assess the validity of the MR hypothesis.

RESULTS

We found that higher coffee intake was associated with increased KOA risk, whereas higher intake of dried fruits, grains, cheese, and oily fish was associated with reduced KOA risk. After multivariate adjustment, we found that coffee and oily fish intake may affect KOA through obesity, body mass index (BMI), diabetes, hypertension, and prolonged standing. Sensitivity analyses did not reveal any evidence of pleiotropy.

CONCLUSIONS

Our study provides new causal evidence that dietary intake may influence KOA risk. Specifically, we suggest that increased intake of dried fruits, grains, cheese, and oily fish and decreased coffee intake may be beneficial in preventing and mitigating KOA. further studies are needed to elucidate the underlying mechanisms and to confirm our findings in different populations.

摘要

背景

膝骨关节炎(KOA)是一种常见的致残性关节疾病,影响着全球数以百万计的人。饮食可能在 KOA 的病因学和进展中起作用,但因果关系的证据有限。我们旨在使用孟德尔随机化(MR)研究饮食摄入对 KOA 风险的因果影响。

方法

我们使用了包括饮食摄入(n=335,394-462,342)和 KOA(n=403,124)在内的全基因组关联研究(GWAS)的汇总数据。我们选择了 6-77 个遗传变异作为 18 种饮食因素的工具变量,包括加工肉类、家禽、牛肉、油性鱼类、非油性鱼类、猪肉、羊肉、饮酒频率、含酒精饮料、茶、咖啡、干果、谷物、奶酪、面包、熟蔬菜、沙拉/生蔬菜和新鲜水果。我们进行了单变量和多变量 MR 分析,以估计每种饮食因素对 KOA 风险的因果影响。我们还进行了一些敏感性分析,以评估 MR 假设的有效性。

结果

我们发现,较高的咖啡摄入量与 KOA 风险增加有关,而较高的干果、谷物、奶酪和油性鱼摄入量与 KOA 风险降低有关。经过多变量调整后,我们发现咖啡和油性鱼的摄入可能通过肥胖、体重指数(BMI)、糖尿病、高血压和长时间站立来影响 KOA。敏感性分析没有发现任何多效性的证据。

结论

我们的研究提供了新的因果证据,表明饮食摄入可能影响 KOA 风险。具体而言,我们建议增加干果、谷物、奶酪和油性鱼的摄入量,减少咖啡的摄入量,可能有助于预防和缓解 KOA。需要进一步的研究来阐明潜在的机制,并在不同人群中证实我们的发现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e96a/10830039/0e73f8746c1e/pone.0297269.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e96a/10830039/408a485c8209/pone.0297269.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e96a/10830039/0558c1c4213f/pone.0297269.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e96a/10830039/2e8e2b1b08f0/pone.0297269.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e96a/10830039/0e73f8746c1e/pone.0297269.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e96a/10830039/408a485c8209/pone.0297269.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e96a/10830039/0558c1c4213f/pone.0297269.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e96a/10830039/2e8e2b1b08f0/pone.0297269.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e96a/10830039/0e73f8746c1e/pone.0297269.g004.jpg

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