{"title":"美国成人非酒精性脂肪肝患者肌酐与胱抑素C比值、全因死亡率和心血管死亡率:一项全国性队列研究","authors":"Yuanyuan Chen, Bing Yang, Huihui Chen, Jun Chen, Jinmin Cao, Huijie Wang, Chuantie Chen","doi":"10.3389/fnut.2025.1587757","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The creatinine-to-cystatin C ratio (CCR) is an emerging marker of muscle mass, which influences the progression of nonalcoholic fatty liver disease (NAFLD). However, the relationship between CCR and long-term all-cause and cardiovascular mortality remains unclear in the US NAFLD population.</p><p><strong>Methods: </strong>This nationally representative study analyzed data from the National Health and Nutrition Examination Survey (NHANES) 1999-2004, with mortality follow-up through December 31, 2019 via linkage to the National Death Index (NDI). NAFLD was determined using the Fatty Liver Index (FLI), while CCR was calculated as serum creatinine to cystatin C ratio. We employed multivariable Cox proportional hazards models to assess associations between CCR and mortality risk, expressed as hazard ratios (HRs) with 95% confidence intervals (CIs). The analytical approach included Kaplan-Meier survival analysis, restricted cubic spline regression for non-linear relationship assessment, and comprehensive subgroup and sensitivity analyses to evaluate result robustness.</p><p><strong>Results: </strong>This study included 3,897 participants with NAFLD (53.34% male, mean age 48.98 years), with 1,174 all-cause deaths and 333 cardiovascular deaths over a median follow-up of 206 months. CCR demonstrated significant inverse associations with both all-cause mortality (adjusted HR 0.83; 95% CI 0.78-0.88; <i>p</i> < 0.001) and cardiovascular mortality (adjusted HR 0.80; 95% CI 0.73-0.87; <i>p</i> < 0.001). In tertile analyses, higher CCR groups showed progressively lower risks, in Model 3(fully adjusted model): all-cause mortality: T2 = 0.65 (0.53, 0.79), T3 = 0.43 (0.32, 0.60), <i>P</i> for trend<0.001; cardiovascular mortality: T2 = 0.67 (0.50, 0.89), T3 = 0.34 (0.21, 0.53); <i>P</i> for trend<0.001. Restricted cubic spline analysis revealed an L-shaped association between CCR and all-cause mortality (turning point: 11.06), with each unit increase below 11.06 associated with a 36% risk reduction (HR 0.64; 95% CI 0.53-0.77; <i>p</i> < 0.001). In contrast, a linear relationship was observed for cardiovascular mortality (<i>P</i> for non-linearity = 0.972). Kaplan-Meier analysis confirmed superior survival rates in the highest CCR tertile for both endpoints (log-rank <i>p</i> < 0.001), with subgroup and sensitivity analyses affirming the robustness of these results.</p><p><strong>Conclusion: </strong>In this study of US adults with NAFLD, we identified a significant inverse association between CCR levels and risks of both all-cause and cardiovascular mortality. The stability of this association was confirmed through subgroup and sensitivity analyses, suggesting that CCR may play an important role in long-term prognosis among NAFLD patients.</p>","PeriodicalId":12473,"journal":{"name":"Frontiers in Nutrition","volume":"12 ","pages":"1587757"},"PeriodicalIF":4.0000,"publicationDate":"2025-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12172250/pdf/","citationCount":"0","resultStr":"{\"title\":\"Creatinine-to-cystatin C ratio and all-cause and cardiovascular mortality in U.S. adults with nonalcoholic fatty liver disease: a nationwide cohort study.\",\"authors\":\"Yuanyuan Chen, Bing Yang, Huihui Chen, Jun Chen, Jinmin Cao, Huijie Wang, Chuantie Chen\",\"doi\":\"10.3389/fnut.2025.1587757\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>The creatinine-to-cystatin C ratio (CCR) is an emerging marker of muscle mass, which influences the progression of nonalcoholic fatty liver disease (NAFLD). However, the relationship between CCR and long-term all-cause and cardiovascular mortality remains unclear in the US NAFLD population.</p><p><strong>Methods: </strong>This nationally representative study analyzed data from the National Health and Nutrition Examination Survey (NHANES) 1999-2004, with mortality follow-up through December 31, 2019 via linkage to the National Death Index (NDI). NAFLD was determined using the Fatty Liver Index (FLI), while CCR was calculated as serum creatinine to cystatin C ratio. We employed multivariable Cox proportional hazards models to assess associations between CCR and mortality risk, expressed as hazard ratios (HRs) with 95% confidence intervals (CIs). The analytical approach included Kaplan-Meier survival analysis, restricted cubic spline regression for non-linear relationship assessment, and comprehensive subgroup and sensitivity analyses to evaluate result robustness.</p><p><strong>Results: </strong>This study included 3,897 participants with NAFLD (53.34% male, mean age 48.98 years), with 1,174 all-cause deaths and 333 cardiovascular deaths over a median follow-up of 206 months. CCR demonstrated significant inverse associations with both all-cause mortality (adjusted HR 0.83; 95% CI 0.78-0.88; <i>p</i> < 0.001) and cardiovascular mortality (adjusted HR 0.80; 95% CI 0.73-0.87; <i>p</i> < 0.001). In tertile analyses, higher CCR groups showed progressively lower risks, in Model 3(fully adjusted model): all-cause mortality: T2 = 0.65 (0.53, 0.79), T3 = 0.43 (0.32, 0.60), <i>P</i> for trend<0.001; cardiovascular mortality: T2 = 0.67 (0.50, 0.89), T3 = 0.34 (0.21, 0.53); <i>P</i> for trend<0.001. Restricted cubic spline analysis revealed an L-shaped association between CCR and all-cause mortality (turning point: 11.06), with each unit increase below 11.06 associated with a 36% risk reduction (HR 0.64; 95% CI 0.53-0.77; <i>p</i> < 0.001). In contrast, a linear relationship was observed for cardiovascular mortality (<i>P</i> for non-linearity = 0.972). Kaplan-Meier analysis confirmed superior survival rates in the highest CCR tertile for both endpoints (log-rank <i>p</i> < 0.001), with subgroup and sensitivity analyses affirming the robustness of these results.</p><p><strong>Conclusion: </strong>In this study of US adults with NAFLD, we identified a significant inverse association between CCR levels and risks of both all-cause and cardiovascular mortality. 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引用次数: 0
摘要
背景:肌酸酐与胱抑素C比值(CCR)是一种新兴的肌肉质量指标,影响非酒精性脂肪性肝病(NAFLD)的进展。然而,在美国NAFLD人群中,CCR与长期全因死亡率和心血管死亡率之间的关系尚不清楚。方法:这项具有全国代表性的研究分析了1999-2004年国家健康与营养检查调查(NHANES)的数据,并通过与国家死亡指数(NDI)的联系,对死亡率进行了随访,直至2019年12月31日。用脂肪肝指数(FLI)测定NAFLD,用血清肌酐与胱抑素C比值计算CCR。我们采用多变量Cox比例风险模型来评估CCR与死亡风险之间的关系,以95%置信区间(ci)的风险比(hr)表示。分析方法包括Kaplan-Meier生存分析,限制三次样条回归用于非线性关系评估,以及综合亚组和敏感性分析来评估结果的稳健性。结果:该研究包括3897名NAFLD患者(53.34%为男性,平均年龄48.98 岁),在中位随访206 个月期间,有1174例全因死亡和333例心血管死亡。CCR与全因死亡率均呈显著负相关(调整后HR 0.83;95% ci 0.78-0.88;p p p表示趋势dp表示趋势 p表示非线性 = 0.972)。Kaplan-Meier分析证实,在两个终点,最高CCR分值的患者生存率更高(log-rank p )。结论:在这项针对美国成年NAFLD患者的研究中,我们发现CCR水平与全因死亡和心血管死亡风险之间存在显著的负相关。通过亚组分析和敏感性分析证实了这种相关性的稳定性,提示CCR可能在NAFLD患者的长期预后中发挥重要作用。
Creatinine-to-cystatin C ratio and all-cause and cardiovascular mortality in U.S. adults with nonalcoholic fatty liver disease: a nationwide cohort study.
Background: The creatinine-to-cystatin C ratio (CCR) is an emerging marker of muscle mass, which influences the progression of nonalcoholic fatty liver disease (NAFLD). However, the relationship between CCR and long-term all-cause and cardiovascular mortality remains unclear in the US NAFLD population.
Methods: This nationally representative study analyzed data from the National Health and Nutrition Examination Survey (NHANES) 1999-2004, with mortality follow-up through December 31, 2019 via linkage to the National Death Index (NDI). NAFLD was determined using the Fatty Liver Index (FLI), while CCR was calculated as serum creatinine to cystatin C ratio. We employed multivariable Cox proportional hazards models to assess associations between CCR and mortality risk, expressed as hazard ratios (HRs) with 95% confidence intervals (CIs). The analytical approach included Kaplan-Meier survival analysis, restricted cubic spline regression for non-linear relationship assessment, and comprehensive subgroup and sensitivity analyses to evaluate result robustness.
Results: This study included 3,897 participants with NAFLD (53.34% male, mean age 48.98 years), with 1,174 all-cause deaths and 333 cardiovascular deaths over a median follow-up of 206 months. CCR demonstrated significant inverse associations with both all-cause mortality (adjusted HR 0.83; 95% CI 0.78-0.88; p < 0.001) and cardiovascular mortality (adjusted HR 0.80; 95% CI 0.73-0.87; p < 0.001). In tertile analyses, higher CCR groups showed progressively lower risks, in Model 3(fully adjusted model): all-cause mortality: T2 = 0.65 (0.53, 0.79), T3 = 0.43 (0.32, 0.60), P for trend<0.001; cardiovascular mortality: T2 = 0.67 (0.50, 0.89), T3 = 0.34 (0.21, 0.53); P for trend<0.001. Restricted cubic spline analysis revealed an L-shaped association between CCR and all-cause mortality (turning point: 11.06), with each unit increase below 11.06 associated with a 36% risk reduction (HR 0.64; 95% CI 0.53-0.77; p < 0.001). In contrast, a linear relationship was observed for cardiovascular mortality (P for non-linearity = 0.972). Kaplan-Meier analysis confirmed superior survival rates in the highest CCR tertile for both endpoints (log-rank p < 0.001), with subgroup and sensitivity analyses affirming the robustness of these results.
Conclusion: In this study of US adults with NAFLD, we identified a significant inverse association between CCR levels and risks of both all-cause and cardiovascular mortality. The stability of this association was confirmed through subgroup and sensitivity analyses, suggesting that CCR may play an important role in long-term prognosis among NAFLD patients.
期刊介绍:
No subject pertains more to human life than nutrition. The aim of Frontiers in Nutrition is to integrate major scientific disciplines in this vast field in order to address the most relevant and pertinent questions and developments. Our ambition is to create an integrated podium based on original research, clinical trials, and contemporary reviews to build a reputable knowledge forum in the domains of human health, dietary behaviors, agronomy & 21st century food science. Through the recognized open-access Frontiers platform we welcome manuscripts to our dedicated sections relating to different areas in the field of nutrition with a focus on human health.
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