Kai Zhang, Hongqiang Wang, Chuang Wang, Runze Liu, Xinge Shi, Weiran Hu
{"title":"探索41种炎症细胞因子与骨质疏松症之间的因果遗传关系:双向孟德尔随机分析。","authors":"Kai Zhang, Hongqiang Wang, Chuang Wang, Runze Liu, Xinge Shi, Weiran Hu","doi":"10.1177/20503121251360176","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>Previous studies reported that many inflammatory factors have associations with osteoporosis. This study use Mendelian randomization (MR) analysis to explore the causal genetic relationship between 41 inflammatory factors and osteoporosis.</p><p><strong>Methods: </strong>A bidirectional two-sample MR analysis was performed by employing five Mendelian randomization analysis methods including MR Egger regression, weighted median, inverse-variance weighted and weight mode methods. Summary statistics from the genome-wide association study (GWAS) of 41 inflammatory cytokines and osteoporosis were included in this study. This study examined the MR analysis results for heterogeneity and horizontal pleiotropy.</p><p><strong>Results: </strong>Using the inverse variance weighted (IVW) method, this analysis indicated that elevated monocyte chemotactic protein-1 (MCP-1) levels were potentially linked to a 22% increased likelihood of osteoporosis (Odds Ratio (OR) = 1.22, 95% CI: 1.04-1.43, <i>p</i> = 0.014). Additionally, through the IVW approach, we observed that higher tumor necrosis factor-related apoptosis inducing ligand (TRAIL) levels were possibly associated with a 15% greater risk of osteoporosis (OR = 1.12, 95% CI: 1.03-1.29, <i>p</i> = 0.012). Other 39 inflammatory cytokines don't have casual genetic association with osteoporosis. When this study use MR to estimate the influence of osteoporosis on inflammatory factors, none of the p-values with IVW method were lower than 0.05.</p><p><strong>Conclusion: </strong>This is the first bidirectional MR analysis to explore the causal genetic relationship between inflammatory cytokines and osteoporosis. This study found that MCP-1 and TRAIL are probably the upstream factors correlated with osteoporosis, and no inflammatory cytokine was involved in osteoporosis development downstream.</p>","PeriodicalId":21398,"journal":{"name":"SAGE Open Medicine","volume":"13 ","pages":"20503121251360176"},"PeriodicalIF":2.1000,"publicationDate":"2025-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12314258/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exploring the causal genetic relationship between 41 inflammatory cytokines and osteoporosis: a bidirectional Mendelian randomization analysis.\",\"authors\":\"Kai Zhang, Hongqiang Wang, Chuang Wang, Runze Liu, Xinge Shi, Weiran Hu\",\"doi\":\"10.1177/20503121251360176\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objectives: </strong>Previous studies reported that many inflammatory factors have associations with osteoporosis. This study use Mendelian randomization (MR) analysis to explore the causal genetic relationship between 41 inflammatory factors and osteoporosis.</p><p><strong>Methods: </strong>A bidirectional two-sample MR analysis was performed by employing five Mendelian randomization analysis methods including MR Egger regression, weighted median, inverse-variance weighted and weight mode methods. Summary statistics from the genome-wide association study (GWAS) of 41 inflammatory cytokines and osteoporosis were included in this study. This study examined the MR analysis results for heterogeneity and horizontal pleiotropy.</p><p><strong>Results: </strong>Using the inverse variance weighted (IVW) method, this analysis indicated that elevated monocyte chemotactic protein-1 (MCP-1) levels were potentially linked to a 22% increased likelihood of osteoporosis (Odds Ratio (OR) = 1.22, 95% CI: 1.04-1.43, <i>p</i> = 0.014). Additionally, through the IVW approach, we observed that higher tumor necrosis factor-related apoptosis inducing ligand (TRAIL) levels were possibly associated with a 15% greater risk of osteoporosis (OR = 1.12, 95% CI: 1.03-1.29, <i>p</i> = 0.012). Other 39 inflammatory cytokines don't have casual genetic association with osteoporosis. When this study use MR to estimate the influence of osteoporosis on inflammatory factors, none of the p-values with IVW method were lower than 0.05.</p><p><strong>Conclusion: </strong>This is the first bidirectional MR analysis to explore the causal genetic relationship between inflammatory cytokines and osteoporosis. This study found that MCP-1 and TRAIL are probably the upstream factors correlated with osteoporosis, and no inflammatory cytokine was involved in osteoporosis development downstream.</p>\",\"PeriodicalId\":21398,\"journal\":{\"name\":\"SAGE Open Medicine\",\"volume\":\"13 \",\"pages\":\"20503121251360176\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2025-07-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12314258/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"SAGE Open Medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/20503121251360176\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"SAGE Open Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/20503121251360176","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
引用次数: 0
摘要
目的:以往的研究报道了许多炎症因子与骨质疏松症有关。本研究采用孟德尔随机化(MR)分析探讨41种炎症因子与骨质疏松症的因果遗传关系。方法:采用MR Egger回归、加权中位数法、反方差加权法、权模法等5种孟德尔随机化分析方法进行双向双样本MR分析。本研究纳入了41种炎症细胞因子与骨质疏松症的全基因组关联研究(GWAS)的汇总统计数据。本研究检验了MR分析结果的异质性和水平多效性。结果:使用逆方差加权(IVW)方法,该分析表明单核细胞趋化蛋白-1 (MCP-1)水平升高可能与骨质疏松症的可能性增加22%有关(优势比(OR) = 1.22, 95% CI: 1.04-1.43, p = 0.014)。此外,通过IVW方法,我们观察到较高的肿瘤坏死因子相关凋亡诱导配体(TRAIL)水平可能与骨质疏松症风险增加15%相关(OR = 1.12, 95% CI: 1.03-1.29, p = 0.012)。其他39种炎性细胞因子与骨质疏松症没有偶然的遗传关联。本研究用MR估计骨质疏松对炎症因子的影响时,IVW法的p值均不低于0.05。结论:这是首次双向MR分析探讨炎症细胞因子与骨质疏松症之间的因果遗传关系。本研究发现MCP-1和TRAIL可能是与骨质疏松相关的上游因素,而下游没有炎症细胞因子参与骨质疏松的发生。
Exploring the causal genetic relationship between 41 inflammatory cytokines and osteoporosis: a bidirectional Mendelian randomization analysis.
Objectives: Previous studies reported that many inflammatory factors have associations with osteoporosis. This study use Mendelian randomization (MR) analysis to explore the causal genetic relationship between 41 inflammatory factors and osteoporosis.
Methods: A bidirectional two-sample MR analysis was performed by employing five Mendelian randomization analysis methods including MR Egger regression, weighted median, inverse-variance weighted and weight mode methods. Summary statistics from the genome-wide association study (GWAS) of 41 inflammatory cytokines and osteoporosis were included in this study. This study examined the MR analysis results for heterogeneity and horizontal pleiotropy.
Results: Using the inverse variance weighted (IVW) method, this analysis indicated that elevated monocyte chemotactic protein-1 (MCP-1) levels were potentially linked to a 22% increased likelihood of osteoporosis (Odds Ratio (OR) = 1.22, 95% CI: 1.04-1.43, p = 0.014). Additionally, through the IVW approach, we observed that higher tumor necrosis factor-related apoptosis inducing ligand (TRAIL) levels were possibly associated with a 15% greater risk of osteoporosis (OR = 1.12, 95% CI: 1.03-1.29, p = 0.012). Other 39 inflammatory cytokines don't have casual genetic association with osteoporosis. When this study use MR to estimate the influence of osteoporosis on inflammatory factors, none of the p-values with IVW method were lower than 0.05.
Conclusion: This is the first bidirectional MR analysis to explore the causal genetic relationship between inflammatory cytokines and osteoporosis. This study found that MCP-1 and TRAIL are probably the upstream factors correlated with osteoporosis, and no inflammatory cytokine was involved in osteoporosis development downstream.