[2型糖尿病患者血浆骨素水平与轻度认知障碍之间的关系]

D D Yu, X L Zhou, D J Niu, S H Wang
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A multivariate logistic regression model was applied to analyze the influencing factors of MCI in T2DM patients. Interaction terms between gender, age, body mass index (BMI), and OPN were established to verify their significance levels. Receiver operating characteristic (ROC) curves were plotted to evaluate the predictive value of OPN for MCI in T2DM patients. The mediation model of OPN-FPG-montreal cognitive assessment(MoCA) was constructed with fasting plasma glucose (FPG) as the mediating variable to test the mediating effect, and the mediating effect percentage was calculated. <b>Results:</b> A total of 254 patients were included, including 162 males and 92 females, with an average age of (61.5±7.5) years old. Compared with the control group, the patients in MCI group were older[63.0(59.0, 69.0) years vs 60.0(54.2, 66.8) years], had a greater proportion of females [(43.4%(46/106) vs 31.1%(46/148)], shorter years of education[12(9, 12) years vs 12(9,15) years], longer duration of diabetes[15.0(8.0, 20.0) years vs 10.0(5.0, 15.0) years], and higher levels of FPG[7.78(6.07, 10.23) mmol/L vs 6.86(5.36, 8.59) mmol/L], insulin resistance index[2.93(2.47, 3.98) vs 2.79(2.27, 3.25)], glycated hemoglobin (HbA1c) [9.24%(7.89%, 10.96%) vs 7.97%(7.00%, 9.45%)], total cholesterol(TC)[(4.51±1.17) mmol/L vs (4.19±0.99) mmol/L], and OPN [11.30(8.68, 12.84) ng/ml vs 9.69(7.82, 11.74) ng/ml] (all <i>P</i><0.05). The scores of various neuropsychological tests in MCI patients were lower than those in control group with normal cognitive function (all <i>P</i><0.05). Spearman correlation analysis showed that age(<i>r</i>=-0.212), duration of diabetes mellitus(<i>r</i>=-0.156), duration of hypertension(<i>r</i>=-0.132), FPG(<i>r=</i>-0.207), insulin resistance index(<i>r</i>=-0.171), HbA1c(<i>r</i>=-0.271), OPN(<i>r</i>=-0.238), and total cholesterol (<i>r</i>=-0.125) were negatively correlated with MoCA scores, whereas years of education(<i>r</i>=0.285) were positively correlated with MoCA scores(all <i>P</i><0.05). Multifactorial logistic regression analysis showed that age, years of education, duration of diabetes mellitus, HbA1c, TC and OPN levels were the influencing factors of T2DM patients with MCI, and the risk of MCI increased by 15% for every 1 ng/ml increase in OPN (<i>OR</i>=1.15, 95%<i>CI</i>: 1.021-1.295, <i>P</i>=0.021), and the relationship was not affected by age, gender and BMI(The interaction effects are all <i>P</i>>0.05). The area under the curve (AUC) of the working curve of subjects with OPN predicting combined MCI in patients with T2DM was 0.612 (95%<i>CI</i>: 0.541-0.682), and the AUC was 0.702 (95%<i>CI</i>: 0.638-0.767) after the combination of HbA1c and OPN. The results of the mediated effect model showed that FPG partially mediated the correlation between OPN and MoCA in T2DM patients, and the mediated effect accounted for 11.34% of the total effect. <b>Conclusions:</b> Plasma OPN level is associated with MCI in patients with T2DM,and the higher the OPN level, the higher the risk of T2DM patients developing MCI.</p>","PeriodicalId":24023,"journal":{"name":"Zhonghua yi xue za zhi","volume":"104 38","pages":"3593-3599"},"PeriodicalIF":0.0000,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"[Association between plasma osteopontin level and mild cognitive impairment in patients with type 2 diabetes mellitus].\",\"authors\":\"D D Yu, X L Zhou, D J Niu, S H Wang\",\"doi\":\"10.3760/cma.j.cn112137-20240505-01041\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><b>Objective:</b> To analyze the influencing factors of type 2 diabetes mellitus (T2DM) patients with mild cognitive impairment (MCI), and to explore the association between plasma osteopontin (OPN) levels and MCI. <b>Methods:</b> A retrospective analysis was conducted on the clinical data of 254 patients with T2DM admitted to Zhongda Hospital Affiliated to Southeast University from October 2021 to May 2023. The patients were divided into MCI group (<i>n</i>=106) and normal cognitive function control group (<i>n</i>=148) according to whether they had MCI. Clinical data were collected, cognitive function was assessed using neurological scales and plasma OPN levels were measured by enzyme linked immunosorbent assay. A multivariate logistic regression model was applied to analyze the influencing factors of MCI in T2DM patients. Interaction terms between gender, age, body mass index (BMI), and OPN were established to verify their significance levels. Receiver operating characteristic (ROC) curves were plotted to evaluate the predictive value of OPN for MCI in T2DM patients. The mediation model of OPN-FPG-montreal cognitive assessment(MoCA) was constructed with fasting plasma glucose (FPG) as the mediating variable to test the mediating effect, and the mediating effect percentage was calculated. <b>Results:</b> A total of 254 patients were included, including 162 males and 92 females, with an average age of (61.5±7.5) years old. Compared with the control group, the patients in MCI group were older[63.0(59.0, 69.0) years vs 60.0(54.2, 66.8) years], had a greater proportion of females [(43.4%(46/106) vs 31.1%(46/148)], shorter years of education[12(9, 12) years vs 12(9,15) years], longer duration of diabetes[15.0(8.0, 20.0) years vs 10.0(5.0, 15.0) years], and higher levels of FPG[7.78(6.07, 10.23) mmol/L vs 6.86(5.36, 8.59) mmol/L], insulin resistance index[2.93(2.47, 3.98) vs 2.79(2.27, 3.25)], glycated hemoglobin (HbA1c) [9.24%(7.89%, 10.96%) vs 7.97%(7.00%, 9.45%)], total cholesterol(TC)[(4.51±1.17) mmol/L vs (4.19±0.99) mmol/L], and OPN [11.30(8.68, 12.84) ng/ml vs 9.69(7.82, 11.74) ng/ml] (all <i>P</i><0.05). The scores of various neuropsychological tests in MCI patients were lower than those in control group with normal cognitive function (all <i>P</i><0.05). Spearman correlation analysis showed that age(<i>r</i>=-0.212), duration of diabetes mellitus(<i>r</i>=-0.156), duration of hypertension(<i>r</i>=-0.132), FPG(<i>r=</i>-0.207), insulin resistance index(<i>r</i>=-0.171), HbA1c(<i>r</i>=-0.271), OPN(<i>r</i>=-0.238), and total cholesterol (<i>r</i>=-0.125) were negatively correlated with MoCA scores, whereas years of education(<i>r</i>=0.285) were positively correlated with MoCA scores(all <i>P</i><0.05). Multifactorial logistic regression analysis showed that age, years of education, duration of diabetes mellitus, HbA1c, TC and OPN levels were the influencing factors of T2DM patients with MCI, and the risk of MCI increased by 15% for every 1 ng/ml increase in OPN (<i>OR</i>=1.15, 95%<i>CI</i>: 1.021-1.295, <i>P</i>=0.021), and the relationship was not affected by age, gender and BMI(The interaction effects are all <i>P</i>>0.05). The area under the curve (AUC) of the working curve of subjects with OPN predicting combined MCI in patients with T2DM was 0.612 (95%<i>CI</i>: 0.541-0.682), and the AUC was 0.702 (95%<i>CI</i>: 0.638-0.767) after the combination of HbA1c and OPN. 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引用次数: 0

摘要

目的分析2型糖尿病(T2DM)患者轻度认知障碍(MCI)的影响因素,并探讨血浆骨素(OPN)水平与MCI的关系。研究方法对东南大学附属中大医院2021年10月至2023年5月收治的254例T2DM患者的临床资料进行回顾性分析。根据患者是否患有 MCI,将其分为 MCI 组(106 人)和认知功能正常对照组(148 人)。收集临床数据,使用神经系统量表评估认知功能,并通过酶联免疫吸附法测定血浆OPN水平。采用多变量逻辑回归模型分析 T2DM 患者 MCI 的影响因素。建立了性别、年龄、体重指数(BMI)和 OPN 之间的交互项,以验证其显著性水平。绘制了接收者操作特征曲线(ROC),以评估 OPN 对 T2DM 患者 MCI 的预测价值。以空腹血浆葡萄糖(FPG)为中介变量,建立OPN-FPG-蒙特利尔认知评估(MoCA)中介模型,检验中介效应,并计算中介效应百分比。结果共纳入 254 例患者,其中男性 162 例,女性 92 例,平均年龄(61.5±7.5)岁。与对照组相比,MCI 组患者年龄更大[63.0(59.0,69.0)岁 vs 60.0(54.2,66.8)岁],女性比例更高[43.4%(46/106) vs 31.1%(46/148)],受教育年限更短[12(9,12)年 vs 12(9,15)年],糖尿病病程更长[15.0(8.0,20.0)年 vs 10.0(5.0,15.0)年],以及较高的 FPG 水平[7.78(6.07,10.23)mmol/L vs 6.86(5.36,8.59)mmol/L]、胰岛素抵抗指数[2.93(2.47, 3.98) vs 2.79(2.27, 3.25)]、糖化血红蛋白(HbA1c)[9.24%(7.89%, 10.96%) vs 7.97%(7.00%, 9.45%)]、总胆固醇(TC)[(4.51±1.17) mmol/L vs (4.19±0.99) mmol/L]、OPN[11.30(8.68, 12.84) ng/ml vs 9.69(7.82, 11.74) ng/ml](PPr=-0.212)、糖尿病病程(r=-0.156)、高血压持续时间(r=-0.132)、FPG(r=-0.207)、胰岛素抵抗指数(r=-0.171)、HbA1c(r=-0.271)、OPN(r=-0.238)和总胆固醇(r=-0.教育年限(r=0.285)与 MoCA 评分呈正相关(POR=1.15,95%CI:1.021-1.295,P=0.021),且不受年龄、性别和体重指数的影响(交互效应均为 P>0.05)。受试者用 OPN 预测 T2DM 患者合并 MCI 的工作曲线下面积(AUC)为 0.612(95%CI:0.541-0.682),HbA1c 和 OPN 合并后的 AUC 为 0.702(95%CI:0.638-0.767)。中介效应模型的结果显示,FPG部分中介了T2DM患者OPN和MoCA之间的相关性,中介效应占总效应的11.34%。结论血浆OPN水平与T2DM患者的MCI有关,OPN水平越高,T2DM患者发生MCI的风险越高。
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[Association between plasma osteopontin level and mild cognitive impairment in patients with type 2 diabetes mellitus].

Objective: To analyze the influencing factors of type 2 diabetes mellitus (T2DM) patients with mild cognitive impairment (MCI), and to explore the association between plasma osteopontin (OPN) levels and MCI. Methods: A retrospective analysis was conducted on the clinical data of 254 patients with T2DM admitted to Zhongda Hospital Affiliated to Southeast University from October 2021 to May 2023. The patients were divided into MCI group (n=106) and normal cognitive function control group (n=148) according to whether they had MCI. Clinical data were collected, cognitive function was assessed using neurological scales and plasma OPN levels were measured by enzyme linked immunosorbent assay. A multivariate logistic regression model was applied to analyze the influencing factors of MCI in T2DM patients. Interaction terms between gender, age, body mass index (BMI), and OPN were established to verify their significance levels. Receiver operating characteristic (ROC) curves were plotted to evaluate the predictive value of OPN for MCI in T2DM patients. The mediation model of OPN-FPG-montreal cognitive assessment(MoCA) was constructed with fasting plasma glucose (FPG) as the mediating variable to test the mediating effect, and the mediating effect percentage was calculated. Results: A total of 254 patients were included, including 162 males and 92 females, with an average age of (61.5±7.5) years old. Compared with the control group, the patients in MCI group were older[63.0(59.0, 69.0) years vs 60.0(54.2, 66.8) years], had a greater proportion of females [(43.4%(46/106) vs 31.1%(46/148)], shorter years of education[12(9, 12) years vs 12(9,15) years], longer duration of diabetes[15.0(8.0, 20.0) years vs 10.0(5.0, 15.0) years], and higher levels of FPG[7.78(6.07, 10.23) mmol/L vs 6.86(5.36, 8.59) mmol/L], insulin resistance index[2.93(2.47, 3.98) vs 2.79(2.27, 3.25)], glycated hemoglobin (HbA1c) [9.24%(7.89%, 10.96%) vs 7.97%(7.00%, 9.45%)], total cholesterol(TC)[(4.51±1.17) mmol/L vs (4.19±0.99) mmol/L], and OPN [11.30(8.68, 12.84) ng/ml vs 9.69(7.82, 11.74) ng/ml] (all P<0.05). The scores of various neuropsychological tests in MCI patients were lower than those in control group with normal cognitive function (all P<0.05). Spearman correlation analysis showed that age(r=-0.212), duration of diabetes mellitus(r=-0.156), duration of hypertension(r=-0.132), FPG(r=-0.207), insulin resistance index(r=-0.171), HbA1c(r=-0.271), OPN(r=-0.238), and total cholesterol (r=-0.125) were negatively correlated with MoCA scores, whereas years of education(r=0.285) were positively correlated with MoCA scores(all P<0.05). Multifactorial logistic regression analysis showed that age, years of education, duration of diabetes mellitus, HbA1c, TC and OPN levels were the influencing factors of T2DM patients with MCI, and the risk of MCI increased by 15% for every 1 ng/ml increase in OPN (OR=1.15, 95%CI: 1.021-1.295, P=0.021), and the relationship was not affected by age, gender and BMI(The interaction effects are all P>0.05). The area under the curve (AUC) of the working curve of subjects with OPN predicting combined MCI in patients with T2DM was 0.612 (95%CI: 0.541-0.682), and the AUC was 0.702 (95%CI: 0.638-0.767) after the combination of HbA1c and OPN. The results of the mediated effect model showed that FPG partially mediated the correlation between OPN and MoCA in T2DM patients, and the mediated effect accounted for 11.34% of the total effect. Conclusions: Plasma OPN level is associated with MCI in patients with T2DM,and the higher the OPN level, the higher the risk of T2DM patients developing MCI.

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Zhonghua yi xue za zhi
Zhonghua yi xue za zhi Medicine-Medicine (all)
CiteScore
0.80
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0.00%
发文量
400
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