| Literature DB >> 25411629 |
Takahiko Kawamura1, Toshitaka Umemura2, Hiroyuki Umegaki3, Rui Imamine4, Naoko Kawano5, Chiai Tanaka4, Mariko Kawai4, Makiko Minatoguchi4, Minoru Kusama4, Yu Kouchi4, Atsuko Watarai6, Akio Kanai7, Eitaro Nakashima4, Nigishi Hotta4.
Abstract
AIMS/Entities:
Keywords: Cognitive impairment; Microinflammation; Renal impairment
Year: 2014 PMID: 25411629 PMCID: PMC4188119 DOI: 10.1111/jdi.12190
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Clinical and biochemical characteristics for presence and absence of albuminuria and estimated glomerular filtration rate decline at baseline
| Total | Albuminuria | eGFR (mL/min/m2) | |||
|---|---|---|---|---|---|
| (−) | (+) | eGFR ≥60 | eGFR <60 | ||
| 67 (28/39) | 47 (17/30) | 20 (11/9) | 47 (19/28) | 20 (9/11) | |
| Age (years) | 74.6 ± 5.5 | 73.9 ± 5.5 | 76.1 ± 5.3 | 73.4 ± 4.8 | 77.3 ± 6.2 |
| Duration of diabetes (years) | 17.0 ± 8.2 | 16.6 ± 8.4 | 18.2 ± 7.8 | 15.8 ± 7.5 | 19.9 ± 9.1 |
| Body mass index (kg/m2) | 22.9 ± 3.3 | 22.6 ± 3.5 | 23.5 ± 2.9 | 22.7 ± 3.3 | 23.2 ± 3.5 |
| Smoking (non/current) | 54/13 | 40/7 | 14/6 | 36/11 | 18/2 |
| Serum creatinine (mg/dL) | 0.79 ± 0.23 | 0.74 ± 0.20 | 0.92 ± 0.24 | 0.70 ± 0.12 | 1.02 ± 0.25 |
| Systolic BP (mmHg) | 139.2 ± 17.9 | 137.9 ± 19.0 | 142.5 ± 14.8 | 137.8 ± 17.2 | 142.7 ± 19.3 |
| Diastolic BP (mmHg) | 77.2 ± 7.9 | 77.5 ± 7.7 | 76.5 ± 8.5 | 78.5 ± 7.8 | 74.0 ± 7.3 |
| RAS blockers use (+/−) | 40/27 (59.7%) | 24/23 (51.1%) | 16/4 (80.0%) | 25/22 (53.2%) | 15/5 (75.0%) |
| T‐cholesterol (mg/dL) | 206.2 ± 29.6 | 207.1 ± 29.0 | 204.0 ± 31.5 | 203.4 ± 30.2 | 212.8 ± 27.6 |
| HDL cholesterol (mg/dL) | 53.5 ± 15.3 | 57.1 ± 15.6 | 45.1 ± 10.9 | 56.1 ± 15.8 | 47.5 ± 12.4 |
| Triglycerides (mg/dL) | 127.0 ± 88.2 | 107.3 ± 55.4 | 173.3 ± 127.9 | 115.3 ± 60.0 | 154.5 ± 131.0 |
| LDL cholesterol (mg/dL) | 124.3 ± 24.0 | 125.4 ± 25.4 | 121.8 ± 20.6 | 122.4 ± 25.7 | 129.0 ± 19.4 |
| Statin use (+/−) | 29/38 (43.3%) | 18/29 (38.3%) | 11/9 (55.0%) | 19/28 (40.4%) | 10/10 (50.0%) |
| Fasting blood glucose (mg/dL) | 137.2 ± 30.0 | 132.0 ± 29.0 | 149.7 ± 29.3 | 136.5 ± 30.3 | 139.1 ± 30.0 |
| Fasting insulin (μU/mL) | 7.64 ± 5.40 | 6.69 ± 3.62 | 9.88 ± 7.88 | 7.59 ± 6.00 | 7.75 ± 3.75 |
| HbA1c (%) | 7.08 ± 0.83 | 6.97 ± 0.78 | 7.34 ± 0.91 | 7.09 ± 0.81 | 7.07 ± 0.90 |
| hs‐CRP (mg/L) | 0.85 ± 1.26 | 0.51 ± 0.58 | 1.64 ± 1.93 | 0.48 ± 0.56 | 1.73 ± 1.89 |
| TNF‐α (pg/mL) | 2.47 ± 1.02 | 2.21 ± 0.79 | 3.07 ± 1.25 | 2.13 ± 0.68 | 3.27 ± 1.22 |
| IL‐1β (pg/mL) | 0.34 ± 0.23 | 0.31 ± 0.20 | 0.42 ± 0.29 | 0.34 ± 0.26 | 0.33 ± 0.18 |
| IL‐6 (pg/mL) | 1.60 ± 1.56 | 1.16 ± 0.95 | 2.61 ± 2.17 | 1.24 ± 0.85 | 2.44 ± 2.36 |
| MMSE | 26.1 ± 2.6 | 26.7 ± 2.4 | 24.7 ± 2.7 | 26.6 ± 2.5 | 25.0 ± 2.7 |
| Word recall ( | 0.12 ± 0.94 | 0.20 ± 1.01 | −0.05 ± 0.74 | 0.28 ± 0.93 | −0.25 ± 0.86 |
| DSS test ( | 0. 08 ± 0.92 | 0.25 ± 0.88 | −0.34 ± 0.91 | 0.34 ± 0.90 | −0.57 ± 0.60 |
| Stroop test ( | 0. 03 ± 0.92 | −0.24 ± 0.77 | 0.47 ± 1.14 | −0.13 ± 0.76 | 0.21 ± 1.21 |
Values are expressed as mean ± standard deviation. #P < 0.1, *P < 0.05, **P < 0.01, ***P < 0.005, ****P < 0.001 different from albuminuria (–) or estimated glomerular filtration rate (eGFR) ≥60. Statistical analyses were carried out using the unpaired t‐test for comparison of two means, and the chi square test for independence. Triglycerides, fasting insulin, high‐sensitivity C‐reactive protein (hs‐CRP), tumor necrosis factor (TNF)‐α, interleukin (IL)‐1β, and IL‐6 are log transformed and comparison of the two means is carried out. BP, blood pressure; DSS, Digit Symbol Substitution; HbA1c, glycated hemoglobin; HDL, high‐density lipoprotein; LDL, low‐density lipoprotein; RAS, renin–angiotensin system; T‐cholesterol, total cholesterol.
Factors associated with changes in cognitive function scores during follow up
| Univariate analysis | Multivariate analysis | |||
|---|---|---|---|---|
| Correlation coefficient | Standardized β coefficient (SE) | |||
| ΔMMSE | ||||
| Age | −0.309 | 0.011 | −0.209 (0.078) | 0.092 |
| DBP at baseline | 0.261 | 0.033 | 0.176 (0.052) | 0.127 |
| eGFR at baseline | 0.260 | 0.034 | 0.130 (0.029) | 0.306 |
| Log IL‐6 at baseline | −0.254 | 0.040 | −0.139 (1.406) | 0.200 |
| MMSE at baseline | −0.235 | 0.056 | −0.367 (0.153) | 0.002 |
| HDL‐C at baseline | 0.205 | 0.096 | 0.145 (0.026) | 0.209 |
| ΔWord recall ( | ||||
| ΔLog ACR | −0.476 | 0.000 | −0.427 (0.208) | 0.000 |
| Word recall at baseline | −0.292 | 0.016 | −0.204 (0.102) | 0.084 |
| Education years | −0.207 | 0.093 | 0.110 (0.392) | 0.323 |
| Log TG at baseline | 0.230 | 0.061 | −0.045 (0.042) | 0.698 |
| ΔDSS test ( | ||||
| Age | −0.305 | 0.014 | −0.261 (0.013) | 0.041 |
| DBP at baseline | 0.296 | 0.016 | 0.242 (0.009) | 0.051 |
| Average DBP during follow up | 0.244 | 0.051 | Not applied | |
| FBG at baseline | −0.214 | 0.084 | −0.272 (0.002) | 0.026 |
| Education years | 0.207 | 0.093 | −0.137 (0.030) | 0.253 |
| Log IL‐6 at baseline | −0.212 | 0.093 | −0.053 (0.236) | 0.682 |
| ΔStroop test ( | ||||
| Stroop score at baseline | −0.570 | 0.000 | −0.632 (0.097) | 0.000 |
| Average DBP during follow up | 0.402 | 0.001 | 0.252 (0.019) | 0.021 |
| HbA1c at baseline | −0.318 | 0.009 | −0.175 (0.133) | 0.046 |
| Smoking | −0.250 | 0.043 | −0.128 (0.272) | 0.134 |
| Average SBP during follow up | 0.219 | 0.077 | −0.046 (0.011) | 0.658 |
| DBP at baseline | 0.208 | 0.094 | Not applied | |
No smoking was 0, smoking was 1. Δ, change; ACR, albumin to creatinine ratio; DBP, diastolic blood pressure; DSS, Digit Symbol Substitution; eGFR, estimated glomerular filtration rate; FBG, fasting blood glucose; HbA1c, glycated hemoglobin; HDL‐C, high‐density lipoprotein cholesterol; IL, interleukin; MMSE, Mini‐Mental State Examination; SBP, systolic blood pressure; SE, standard error; TG, triglycerides.
Figure 1Correlation between changes in log albumin to creatinine ratios (Δlog ACR) and changes in word recall (Δword recall) during follow up. ΔLog ACR was calculated by subtracting baseline from the end of follow up after log transformation for ACR. ΔWord recall was calculated by subtracting the z‐scores for word recall at baseline from the z‐scores at the end of follow up.
Figure 2Association between changes in renal impairment and changes in Mini‐Mental State Examination (MMSE), word recall and Digit Symbol Substitution (DSS) test scores during follow up. Data are expressed as mean ± standard error at baseline and after the 3‐year (3‐yrs) follow up. Broken line: presence of albuminuria (n = 15) or estimated glomerular filtration rate (eGFR) decline <60 mL/min/1.73 m2 (n = 18); dotted line: newly detected albuminuria (n = 8) or eGFR decline (n = 7); solid line: absence of albuminuria (n = 44) or eGFR decline (n = 42). *P < 0.05, **P < 0.01 compared with baseline by paired t‐test. For MMSE, (a) albuminuria main effect of time P = 0.025, main effect of group P < 0.001, time × group interaction P = 0.726; (b) eGFR decline, main effect of time P < 0.001, main effect of group P < 0.001, time × group interaction P = 0.058. For word recall, (a) albuminuria, main effect of time P = 0.057, main effect of group P < 0.005, time × group interaction P = 0.063; (b) eGFR decline main effect of time P = 0.042, main effect of group P = 0.041, time × group interaction P = 0.740. For DSS test, (a) albuminuria main effect of time P = 0.093, main effect of group P = 0.052, time × group interaction P = 0.594; (b) eGFR decline main effect of time P < 0.001, main effect of group P = 0.038, time × group interaction P = 0.088, P‐values show the results of repeated‐measures anova.
Correlation between levels of inflammatory markers at baseline and cognitive function at baseline, after 3‐year follow up, and the change in it
| MMSE | Word recall ( | DSS test ( | Stroop test ( | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Base | After | Δ | Base | After | Δ | Base | After | Δ | Base | After | Δ | |
| Log hs‐CRP |
−0.272 |
−0.278 |
−0.103 |
−0.226 |
−0.131 |
0.091 |
−0.376 |
−0.365 |
−0.075 |
0.311 |
0.267 |
0.000 |
| Log TNF‐α |
−0.249 |
−0.372 |
−0.221 |
−0.249 |
−0.327 |
−0.135 |
−0.489 |
−0.439 |
−0.035 |
0.200 |
0.260 |
0.074 |
| Log IL‐1β |
−0.258 |
−0.165 |
−0.007 |
−0.121 |
−0.126 |
−0.022 |
−0.164 |
−0.162 |
−0.036 |
0.141 |
−0.059 |
−0.149 |
| Log IL‐6 |
−0.246 |
−0.400 |
−0.254 |
−0.185 |
−0.136 |
0.036 |
−0.370 |
−0.431 |
−0.212 |
0.252 |
0.321 |
0.087 |
Values are correlation coefficients and values in parenthesis are partial correlation coefficient adjusted by age, sex, years of education, duration of diabetes, statin and renin–angiotensin system use, systolic blood pressure, diastolic blood pressure, glycated hemoglobin (HbA1c), current smoking, the presence of dyslipidemia, log ACR and estimated glomerular filtration rate. #P < 0.1, *P < 0.05, **P < 0.01, ***P < 0.005, ****P < 0.001. DSS, Digit Symbol Substitution; hs‐CRP, high‐sensitivity C‐reactive protein; IL, interleukin; MMSE, Mini‐Mental State Examination; TNF‐α, tumor necrosis factor‐α.