Yi Zhou, Dongze Chen, Weilin Zhu, Zhisheng Liang, Liang Zhao, Huatang Zeng, Liqun Wu, Xin Ye, Chaoqun Ao, Kaichuan Diao
{"title":"铁含量与非酒精性脂肪性肝病的因果关系:双样本、多变量和两步孟德尔随机化。","authors":"Yi Zhou, Dongze Chen, Weilin Zhu, Zhisheng Liang, Liang Zhao, Huatang Zeng, Liqun Wu, Xin Ye, Chaoqun Ao, Kaichuan Diao","doi":"10.31083/IJVNR26773","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Nonalcoholic fatty liver disease (NAFLD) was clinically documented to be accompanied by iron homeostasis imbalances, however, the causal relationship between them remains unclear. Therefore, this study aimed to examine the relationship between iron homeostasis indicators (serum iron, ferritin, transferrin, total iron binding capacity (TIBC), and transferrin saturation (TSAT)) and NAFLD risk.</p><p><strong>Methods: </strong>We applied two-sample Mendelian randomization (MR) to assess the effects of genetic liability to iron homeostasis indicators (N = 43,220-246,139) on NAFLD risk (N = 377,988) in individuals of European ancestry. Reverse direction MR, multivariable MR, and two-step MR were performed to estimate reverse association, causal effects independent of smoking or drinking, and the mediating effect of lipid metabolism, respectively. Smoking and drinking as confounders were considered confounders.</p><p><strong>Results: </strong>Genetically predicted serum iron, ferritin, and TSAT were significantly associated with a higher risk of NAFLD (odds ratio (OR): 1.286, 95% confidence interval (CI): 1.075-1.539; <i>p =</i> 0.0059; OR: 1.260, 95% CI: 1.050-1.500, <i>p</i> = 0.0195; and OR: 1.223, 95% CI: 1.067-1.402; <i>p</i> = 0.0039, respectively). Reverse direction MR analysis suggested that genetic liability to NAFLD had no significant causal effect on iron homeostasis. Sex-specific MR exhibited a stronger effect size for the association of elevated ferritin with NAFLD risk in males (OR: 1.723, 95% CI: 1.338-2.219; <i>p</i> = 2.48 × 10<sup>-5</sup>). Two-step MR revealed that elevated triglycerides (TGs) mediated approximately 3%-5% of the observed effect of serum iron and TSAT on NAFLD risk, while decreased low-density lipoprotein cholesterol (LDL-C) mediated 9%-10%.</p><p><strong>Conclusion: </strong>Genetic liability to iron status imbalance may causally affect NAFLD. This evidence may support the clinical treatment of NAFLD in the target population.</p>","PeriodicalId":13884,"journal":{"name":"International Journal for Vitamin and Nutrition Research","volume":"95 2","pages":"26773"},"PeriodicalIF":2.0000,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Causal Relationships between Iron Status and Nonalcoholic Fatty Liver Disease: Two-Sample, Multivariable, and Two-Step Mendelian Randomization.\",\"authors\":\"Yi Zhou, Dongze Chen, Weilin Zhu, Zhisheng Liang, Liang Zhao, Huatang Zeng, Liqun Wu, Xin Ye, Chaoqun Ao, Kaichuan Diao\",\"doi\":\"10.31083/IJVNR26773\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Nonalcoholic fatty liver disease (NAFLD) was clinically documented to be accompanied by iron homeostasis imbalances, however, the causal relationship between them remains unclear. Therefore, this study aimed to examine the relationship between iron homeostasis indicators (serum iron, ferritin, transferrin, total iron binding capacity (TIBC), and transferrin saturation (TSAT)) and NAFLD risk.</p><p><strong>Methods: </strong>We applied two-sample Mendelian randomization (MR) to assess the effects of genetic liability to iron homeostasis indicators (N = 43,220-246,139) on NAFLD risk (N = 377,988) in individuals of European ancestry. Reverse direction MR, multivariable MR, and two-step MR were performed to estimate reverse association, causal effects independent of smoking or drinking, and the mediating effect of lipid metabolism, respectively. Smoking and drinking as confounders were considered confounders.</p><p><strong>Results: </strong>Genetically predicted serum iron, ferritin, and TSAT were significantly associated with a higher risk of NAFLD (odds ratio (OR): 1.286, 95% confidence interval (CI): 1.075-1.539; <i>p =</i> 0.0059; OR: 1.260, 95% CI: 1.050-1.500, <i>p</i> = 0.0195; and OR: 1.223, 95% CI: 1.067-1.402; <i>p</i> = 0.0039, respectively). Reverse direction MR analysis suggested that genetic liability to NAFLD had no significant causal effect on iron homeostasis. Sex-specific MR exhibited a stronger effect size for the association of elevated ferritin with NAFLD risk in males (OR: 1.723, 95% CI: 1.338-2.219; <i>p</i> = 2.48 × 10<sup>-5</sup>). Two-step MR revealed that elevated triglycerides (TGs) mediated approximately 3%-5% of the observed effect of serum iron and TSAT on NAFLD risk, while decreased low-density lipoprotein cholesterol (LDL-C) mediated 9%-10%.</p><p><strong>Conclusion: </strong>Genetic liability to iron status imbalance may causally affect NAFLD. 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Causal Relationships between Iron Status and Nonalcoholic Fatty Liver Disease: Two-Sample, Multivariable, and Two-Step Mendelian Randomization.
Background: Nonalcoholic fatty liver disease (NAFLD) was clinically documented to be accompanied by iron homeostasis imbalances, however, the causal relationship between them remains unclear. Therefore, this study aimed to examine the relationship between iron homeostasis indicators (serum iron, ferritin, transferrin, total iron binding capacity (TIBC), and transferrin saturation (TSAT)) and NAFLD risk.
Methods: We applied two-sample Mendelian randomization (MR) to assess the effects of genetic liability to iron homeostasis indicators (N = 43,220-246,139) on NAFLD risk (N = 377,988) in individuals of European ancestry. Reverse direction MR, multivariable MR, and two-step MR were performed to estimate reverse association, causal effects independent of smoking or drinking, and the mediating effect of lipid metabolism, respectively. Smoking and drinking as confounders were considered confounders.
Results: Genetically predicted serum iron, ferritin, and TSAT were significantly associated with a higher risk of NAFLD (odds ratio (OR): 1.286, 95% confidence interval (CI): 1.075-1.539; p = 0.0059; OR: 1.260, 95% CI: 1.050-1.500, p = 0.0195; and OR: 1.223, 95% CI: 1.067-1.402; p = 0.0039, respectively). Reverse direction MR analysis suggested that genetic liability to NAFLD had no significant causal effect on iron homeostasis. Sex-specific MR exhibited a stronger effect size for the association of elevated ferritin with NAFLD risk in males (OR: 1.723, 95% CI: 1.338-2.219; p = 2.48 × 10-5). Two-step MR revealed that elevated triglycerides (TGs) mediated approximately 3%-5% of the observed effect of serum iron and TSAT on NAFLD risk, while decreased low-density lipoprotein cholesterol (LDL-C) mediated 9%-10%.
Conclusion: Genetic liability to iron status imbalance may causally affect NAFLD. This evidence may support the clinical treatment of NAFLD in the target population.
期刊介绍:
Since 1930 this journal has provided an important international forum for scientific advances in the study of nutrition and vitamins. Widely read by academicians as well as scientists working in major governmental and corporate laboratories throughout the world, this publication presents work dealing with basic as well as applied topics in the field of micronutrients, macronutrients, and non-nutrients such as secondary plant compounds.
The editorial and advisory boards include many of the leading persons currently working in this area.
The journal is of particular interest to:
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