Dataset Information

Dietary intake and incidence risk of idiopathic pulmonary fibrosis: a Mendelian randomization study.

ABSTRACT:

Background

Dietary intake has been shown to have a causal relationship with various lung diseases, such as lung cancer and asthma. However, the causal relationship between dietary intake and idiopathic pulmonary fibrosis (IPF) remains unclear. We conducted a two-sample Mendelian Randomization (MR) study to investigate the causal relationship between dietary intake and IPF.

Methods

The exposure datasets included meat, fruit, vegetable, and beverage intake from the UK Biobank. IPF data came from the EBI database of 451,025 individuals. All data in this study were obtained from the IEU Open GWAS Project. The inverse variance weighted (IVW), MR-Egger, and weighted median methods were used as the primary methods. Sensitivity analyses were performed to ensure the validity of the results.

Results

Oily fish intake [odds ratio (OR):0.995; 95% confidence interval (CI): 0.993-0.998; p = 6.458E-05] and Dried fruit intake (OR:0.995;95%CI:0.991-0.998; p = 0.001) were discovered as protective factors. There was also a suggestive correlation between Beef intake (OR:1.006;95%Cl:1.001-1.012; p = 0.023) and IPF. Sensitivity analysis did not reveal any contradictory results. No causal relationship was found between IPF and the rest of the dietary exposures.

Conclusions

Our study found that Oily fish and Dried fruit intake were associated with the risk of IPF, while Beef intake was suggestively associated with the risk of IPF. Other studies are still needed to confirm the results in the future.

SUBMITTER: Zhang Y

PROVIDER: S-EPMC10559423 | biostudies-literature | 2023 Oct

REPOSITORIES: biostudies-literature

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Publications

Dietary intake and incidence risk of idiopathic pulmonary fibrosis: a Mendelian randomization study.

Zhang Yilin Y Gan Yihong Y Zhang Hong H

BMC pulmonary medicine 20231006 1

<h4>Background</h4>Dietary intake has been shown to have a causal relationship with various lung diseases, such as lung cancer and asthma. However, the causal relationship between dietary intake and idiopathic pulmonary fibrosis (IPF) remains unclear. We conducted a two-sample Mendelian Randomization (MR) study to investigate the causal relationship between dietary intake and IPF.<h4>Methods</h4>The exposure datasets included meat, fruit, vegetable, and beverage intake from the UK Biobank. IPF d ...[more]

PMID: 37803281

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Project description:BackgroundThe question as to whether or not diabetes mellitus increases the risk of idiopathic pulmonary fibrosis (IPF) remains controversial. This study aimed to investigate the causal association between type 1 diabetes (T1D), type 2 diabetes (T2D), and IPF using Mendelian randomization (MR) analysis.MethodsWe used two-sample univariate and multivariate MR (MVMR) analyses to investigate the causal relationship between T1D or T2D and IPF. We obtained genome-wide association study (GWAS) data for T1D and T2D from the European Bioinformatics Institute, comprising 29,652 T1D samples and 101,101 T1D single nucleotide polymorphisms (SNPs) and 655,666 T2D samples and 5,030,727 T2D SNPs. We also used IPF GWAS data from the FinnGen Biobank comprising 198,014 IPF samples and 16,380,413 IPF SNPs. All cases and controls in these datasets were derived exclusively from European populations. In the univariate MR analysis, we employed inverse variance-weighted (IVW), weighted median (WM), and MR-Egger regression methods. For the MVMR analysis, we used the multivariate IVW method primarily, and supplemented it with multivariate MR-Egger and multivariate MR- least absolute shrinkage and selection operator methods. Heterogeneity tests were conducted using the MR-IVW and MR-Egger regression methods, whereas pleiotropic effects were assessed using the MR-Egger intercept. The results of MR and sensitivity analyses were visualized using forest, scatter, leave-one-out, and funnel plots.ResultsUnivariate MR revealed a significant causal relationship between T1D and IPF (OR = 1.118, 95% CI = 1.021-1.225, P = 0.016); however, no significant causal relationship was found between T2D and IPF (OR = 0.911, 95% CI = 0.796-1.043, P = 0.178). MVMR analysis further confirmed a causal association between T1D and IPF (OR = 1.133, 95% CI = 1.011-1.270, P = 0.032), but no causal relationship between T2D and IPF (OR = 1.009, 95% CI = 0.790-1.288, P = 0.950). Sensitivity analysis results validated the stability and reliability of our findings.ConclusionUnivariate and multivariate analyses demonstrated a causal relationship between T1D and IPF, whereas no evidence was found to support a causal relationship between T2D and IPF. Therefore, in clinical practice, patients with T1D should undergo lung imaging for early detection of IPF.

Project description:BackgroundPrevious observational studies have investigated the association between endocrine and metabolic factors and idiopathic pulmonary fibrosis (IPF), yet have produced inconsistent results. Therefore, it is imperative to employ the Mendelian randomization (MR) analysis method to conduct a more comprehensive investigation into the impact of endocrine and metabolic factors on IPF.MethodsThe instrumental variables (IVs) for 53 endocrine and metabolic factors were sourced from publicly accessible genome-wide association study (GWAS) databases, with GWAS summary statistics pertaining to IPF employed as the dependent variables. Causal inference analysis encompassed the utilization of three methods: inverse-variance weighted (IVW), weighted median (WM), and MR-Egger. Sensitivity analysis incorporated the implementation of MR-PRESSO and leave-one-out techniques to identify potential pleiotropy and outliers. The presence of horizontal pleiotropy and heterogeneity was evaluated through the MR-Egger intercept and Cochran's Q statistic, respectively.ResultsThe IVW method results reveal correlations between 11 traits and IPF. After correcting for multiple comparisons, seven traits remain statistically significant. These factors include: "Weight" (OR= 1.44; 95% CI: 1.16, 1.78; P=8.71×10-4), "Body mass index (BMI)" (OR= 1.35; 95% CI: 1.13, 1.62; P=1×10-3), "Whole body fat mass" (OR= 1.40; 95% CI: 1.14, 1.74; P=1.72×10-3), "Waist circumference (WC)" (OR= 1.54; 95% CI: 1.16, 2.05; P=3.08×10-3), "Trunk fat mass (TFM)" (OR=1.35; 95% CI: 1.10,1.65; P=3.45×10-3), "Body fat percentage (BFP)" (OR= 1.55; 95% CI: 1.15,2.08; P=3.86×10-3), "Apoliprotein B (ApoB)" (OR= 0.78; 95% CI: 0.65,0.93; P=5.47×10-3). Additionally, the sensitivity analysis results confirmed the reliability of the MR results.ConclusionThe present study identified causal relationships between seven traits and IPF. Specifically, ApoB exhibited a negative impact on IPF, while the remaining six factors demonstrated a positive impact. These findings offer novel insights into the underlying etiopathological mechanisms associated with IPF.

Project description:ObjectiveObservational research has indicated a potential link between dietary salt intake and susceptibility to dementia. However, it is important to note that these types of studies are prone to the issues of reverse causation and residual confounding. Therefore, we conducted a two-sample Mendelian randomization (MR) study to explore the causality.MethodTo explore the causal relationship between them, this Mendelian randomization (MR) study incorporated summary statistics of dietary salt intake and dementia. We estimated the causality between salt intake and the risk of overall dementia and various subtypes of dementia, including Alzheimer's disease (AD), Vascular dementia (VaD), and Lewy body dementia (LBD). The inverse variance-weighted (IVW) method was the major MR analysis. To conduct sensitivity analyses, we employed various MR methods, the pleiotropy residual sum and outlier (MR-PRESSO) method, and the leave-one-out approach. The MR-Egger intercept and Cochran's Q test were conducted to test pleiotropy and heterogeneity respectively.ResultsA suggestive association was observed for genetically predicted higher dietary salt intake and increased risk of overall dementia in the European ancestry [odds ratio (OR): 1.542; 95% confidence interval (95% CI): 1.095-2.169; P = 0.013]. The causal relationship between dietary salt intake and overall dementia is robust with respect to the choice of statistical methods and is validated through extensive sensitivity analyses that guard against various model assumption violations. Meanwhile, no clear heterogeneity or pleiotropy was identified. However, we failed to detect a causal effect of dietary salt intake on the risk of various dementia subtypes.ConclusionThe results of this research present strong evidence that established a significant association between dietary salt intake and the likelihood of developing dementia. These findings reinforce the notion that the amount of dietary salt intake plays a crucial role in determining the risk of acquiring this cognitive condition. By establishing a definitive correlation, this study highlights the importance of reducing salt consumption as a preventive measure against dementia.

Dataset Information

Dietary intake and incidence risk of idiopathic pulmonary fibrosis: a Mendelian randomization study.

Background

Methods

Results

Conclusions

Publications

Dietary intake and incidence risk of idiopathic pulmonary fibrosis: a Mendelian randomization study.

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