{"title":"The association between the triglyceride-glucose index and vitamin D status: a systematic review and meta-analysis.","authors":"Zhitong Li, Shiwei Liu, Xingyu Li, Jinchang Liu, Xin Li, Yuxiang Zhao, Yongliang Feng","doi":"10.1186/s12902-024-01743-w","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>This study aims to explore the association between the triglyceride-glucose (TyG) index and vitamin D status to enhance our understanding of how vitamin D status relates to metabolic health and to provide evidence for the early diagnosis of vitamin D deficiency (VDD) using the TyG index.</p><p><strong>Methods: </strong>We conducted a comprehensive search in various databases, including PubMed, Web of Science, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), China Biology Medicine disc, China Science and Technology Journal Database, and Wanfang Data to gather articles published from the inception of these databases until February 19, 2024. We assessed the quality of included studies using the Newcastle-Ottawa Scale (NOS) for case-control studies and the Agency for Healthcare Research and Quality (AHRQ) methodology checklist for cross-sectional studies. Statistical analyses in this study were conducted using conversion methods for non-standard data formats and consolidation techniques for combining multiple groups. The Fisher transformation method was used for correlation coefficients. We used a random-effects model considering the inherent clinical heterogeneity among the studies, and assessed statistical heterogeneity with the Cochrane Q test and I<sup>2</sup> statistic, complemented by subgroup analyses and sensitivity analysis.</p><p><strong>Results: </strong>Our meta-analysis selected a total of nine studies. The analysis revealed that patients with vitamin D deficiency (VDD group) exhibited a significantly higher TyG index than those without deficiency (no-VDD group), with a mean difference (MD) of 0.16 (95% CI: 0.10 to 0.23, I<sup>2</sup> = 93%). This association was particularly pronounced among patients with type 2 diabetes (T2DM), showing an MD of 0.15 (95% CI: 0.05 to 0.26, I<sup>2</sup> = 55%). Additionally, a negative correlation was observed between the TyG index and vitamin D levels, with a correlation coefficient (r) of -0.236 (95% CI: -0.310 to -0.159, I<sup>2</sup> = 91%). Excluding each study sequentially in the sensitivity analyses did not significantly alter the outcomes.</p><p><strong>Conclusions: </strong>Our findings demonstrate a significant association between the TyG index and vitamin D status across diverse populations, including those with T2DM, subclinical hypothyroidism (SCH), and metabolic associated fatty liver disease (NAFLD). Our results reveal a notable disparity in the TyG index between vitamin D deficient and non-deficient groups, suggesting that vitamin D may play a critical role in metabolic health. These findings highlight the need for further research to explore the underlying mechanisms and clinical implications of vitamin D in the context of various metabolic disorders.</p>","PeriodicalId":9152,"journal":{"name":"BMC Endocrine Disorders","volume":null,"pages":null},"PeriodicalIF":2.8000,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11494808/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Endocrine Disorders","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12902-024-01743-w","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: This study aims to explore the association between the triglyceride-glucose (TyG) index and vitamin D status to enhance our understanding of how vitamin D status relates to metabolic health and to provide evidence for the early diagnosis of vitamin D deficiency (VDD) using the TyG index.
Methods: We conducted a comprehensive search in various databases, including PubMed, Web of Science, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), China Biology Medicine disc, China Science and Technology Journal Database, and Wanfang Data to gather articles published from the inception of these databases until February 19, 2024. We assessed the quality of included studies using the Newcastle-Ottawa Scale (NOS) for case-control studies and the Agency for Healthcare Research and Quality (AHRQ) methodology checklist for cross-sectional studies. Statistical analyses in this study were conducted using conversion methods for non-standard data formats and consolidation techniques for combining multiple groups. The Fisher transformation method was used for correlation coefficients. We used a random-effects model considering the inherent clinical heterogeneity among the studies, and assessed statistical heterogeneity with the Cochrane Q test and I2 statistic, complemented by subgroup analyses and sensitivity analysis.
Results: Our meta-analysis selected a total of nine studies. The analysis revealed that patients with vitamin D deficiency (VDD group) exhibited a significantly higher TyG index than those without deficiency (no-VDD group), with a mean difference (MD) of 0.16 (95% CI: 0.10 to 0.23, I2 = 93%). This association was particularly pronounced among patients with type 2 diabetes (T2DM), showing an MD of 0.15 (95% CI: 0.05 to 0.26, I2 = 55%). Additionally, a negative correlation was observed between the TyG index and vitamin D levels, with a correlation coefficient (r) of -0.236 (95% CI: -0.310 to -0.159, I2 = 91%). Excluding each study sequentially in the sensitivity analyses did not significantly alter the outcomes.
Conclusions: Our findings demonstrate a significant association between the TyG index and vitamin D status across diverse populations, including those with T2DM, subclinical hypothyroidism (SCH), and metabolic associated fatty liver disease (NAFLD). Our results reveal a notable disparity in the TyG index between vitamin D deficient and non-deficient groups, suggesting that vitamin D may play a critical role in metabolic health. These findings highlight the need for further research to explore the underlying mechanisms and clinical implications of vitamin D in the context of various metabolic disorders.
研究目的本研究旨在探讨甘油三酯-葡萄糖(TyG)指数与维生素 D 状态之间的关联,以加深我们对维生素 D 状态与代谢健康关系的理解,并为利用 TyG 指数早期诊断维生素 D 缺乏症(VDD)提供证据:我们在PubMed、Web of Science、Embase、Cochrane Library、中国国家知识基础设施(CNKI)、中国生物医学文献数据库、中国科技期刊数据库和万方数据等多个数据库中进行了全面检索,收集了从这些数据库建立之初到2024年2月19日发表的文章。对于病例对照研究,我们使用纽卡斯尔-渥太华量表(Newcastle-Ottawa Scale,NOS)评估纳入研究的质量;对于横断面研究,我们使用美国医疗保健研究与质量机构(Agency for Healthcare Research and Quality,AHRQ)的方法学检查表评估纳入研究的质量。本研究中的统计分析采用了针对非标准数据格式的转换方法和合并多组数据的合并技术。相关系数采用费雪转换法。考虑到各研究之间固有的临床异质性,我们采用了随机效应模型,并用 Cochrane Q 检验和 I2 统计量评估统计异质性,同时辅以亚组分析和敏感性分析:我们的荟萃分析共选择了九项研究。分析结果显示,维生素 D 缺乏患者(VDD 组)的 TyG 指数明显高于无维生素 D 缺乏患者(无维生素 D 组),平均差(MD)为 0.16(95% CI:0.10 至 0.23,I2 = 93%)。这种关联在 2 型糖尿病 (T2DM) 患者中尤为明显,MD 值为 0.15(95% CI:0.05 至 0.26,I2 = 55%)。此外,TyG指数与维生素D水平之间呈负相关,相关系数(r)为-0.236(95% CI:-0.310 至-0.159,I2 = 91%)。在敏感性分析中依次排除每项研究并没有显著改变结果:我们的研究结果表明,TyG指数与不同人群(包括T2DM、亚临床甲状腺功能减退症(SCH)和代谢相关性脂肪肝(NAFLD)患者)的维生素D状况之间存在明显关联。我们的研究结果表明,缺乏维生素 D 的人群和不缺乏维生素 D 的人群在 TyG 指数上存在明显差异,这表明维生素 D 可能在代谢健康中发挥着关键作用。这些发现强调了进一步研究的必要性,以探索维生素 D 在各种代谢性疾病中的潜在机制和临床意义。
期刊介绍:
BMC Endocrine Disorders is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of endocrine disorders, as well as related molecular genetics, pathophysiology, and epidemiology.