Department of Neurology, Xijing Hospital, Airforce Military Medical University, Xi'an, Shaanxi, China.
Department of Nephrology, Xijing Hospital, Airforce Military Medical University, Xi'an, Shaanxi, China.
Front Public Health. 2023 Aug 21;11:1193993. doi: 10.3389/fpubh.2023.1193993. eCollection 2023.
Cognitive impairment is on the rise around the world, with profound economic and social consequences. Serum globulin, a marker of liver function, may also play a role in cognitive function. Unfortunately, no consistent conclusion exists regarding the association between serum globulin and cognitive function.
Data from the 2011 to 2014 National Health and Nutrition Examination Survey were used to assess the association between serum globulin and cognitive impairment. Cognitive function was assessed by three tests: Consortium to Establish a Registry for Alzheimer's Disease (CERAD), Animal Fluency (AF), and Digit Symbol Substitution Test (DSST). Furthermore, the breakthrough point of cognitive impairment correlated with CERAD < 5, AF < 14, and DSST < 34. A weighted multiple logistics regression model was used to verify the association between serum globulin and cognitive impairment. Generalized additive models (GAMs) and a smooth curve fit (penalty spline method) were used to determine a non-linear relationship between serum globulin and cognitive impairment. Finally, subgroup analysis and interaction tests were conducted to further verify the association between serum globulin and cognitive impairment.
Data from 2,768 participants aged ≥60 (in accordance with the study design) were collected for the final analysis. Data suggested that serum globulin levels were associated with an elevated cognitive impairment based on the AF [full adjustment, OR = 1.05, 95% 1.01-1.08] and DSST [full adjustment, OR = 1.06, 95% 1.02-1.10] tests. Eventually, the GAM and smooth curve fit model was conducted to confirm that the association between serum globulin and cognitive impairment was non-linear. Moreover, the inflection point was 27 g/L serum globulin based on the CERAD test and 35 g/L serum globulin based on the AF test. Finally, the interaction term between serum globulin and cognitive impairment based on the AF test indicated no significant interactions among all variables (all for interaction >0.05).
The association between serum globulin levels and cognitive impairment is non-linear. A threshold effect exists between serum globulin and cognitive impairment. Large-scale prospective clinical trials are needed to validate our findings.
认知障碍在全球范围内呈上升趋势,对经济和社会造成了深远影响。血清球蛋白是肝功能的标志物,可能与认知功能有关。然而,目前尚没有关于血清球蛋白与认知功能之间关系的一致结论。
本研究使用 2011 年至 2014 年全国健康与营养调查的数据,评估血清球蛋白与认知障碍之间的关联。认知功能通过三个测试进行评估:阿尔茨海默病协会建立的登记处 (CERAD)、动物流畅性 (AF) 和数字符号替代测试 (DSST)。此外,认知障碍的突破点与 CERAD<5、AF<14 和 DSST<34 相关。使用加权多逻辑回归模型验证血清球蛋白与认知障碍之间的关联。广义加性模型 (GAMs) 和平滑曲线拟合 (惩罚样条法) 用于确定血清球蛋白与认知障碍之间的非线性关系。最后进行亚组分析和交互测试,以进一步验证血清球蛋白与认知障碍之间的关系。
根据研究设计,共收集了 2768 名年龄≥60 岁的参与者的数据进行最终分析。数据表明,基于 AF[完全调整,OR=1.05,95%置信区间 (CI) 1.01-1.08]和 DSST[完全调整,OR=1.06,95%CI 1.02-1.10]测试,血清球蛋白水平与认知障碍的发生率升高相关。最终,GAM 和平滑曲线拟合模型证实了血清球蛋白与认知障碍之间的关系是非线性的。此外,基于 CERAD 测试,血清球蛋白的拐点为 27 g/L,基于 AF 测试,拐点为 35 g/L。最后,AF 测试中基于血清球蛋白和认知障碍的交互项表明,所有变量之间没有显著的交互作用(所有交互项 P>0.05)。
血清球蛋白水平与认知障碍之间的关系是非线性的。血清球蛋白与认知障碍之间存在阈值效应。需要进行大规模的前瞻性临床试验来验证我们的发现。