| Literature DB >> 25750761 |
Wei Qiao Qiu1, Huajie Li2, Haihao Zhu3, Tammy Scott4, Mkaya Mwamburi4, Irwin Rosenberg4, James Rosenzweig5.
Abstract
BACKGROUND: Plasma amylin is positively associated with cognitive function in humans. Amylin treatment improves memory in Alzheimer's mouse models. However, the relationship between plasma amylin, diabetes and cognition is not clear.Entities:
Keywords: Amylin; Cognition; Memory; Visuospatial and executive function
Year: 2014 PMID: 25750761 PMCID: PMC4350457 DOI: 10.4172/2155-6156.1000458
Source DB: PubMed Journal: J Diabetes Metab
Multivariate regression analysis on the relationship between plasma amylin as an outcome and insulin use in diabetes.
| Log10 Amylin (n = 930) | Log10 Amylin (n = 930) | |||
|---|---|---|---|---|
| Model I | Model II | |||
| Estimate b (SE) | p value | Estimate b (SE) | p value | |
| Diabetes | +0.43 (0.19) | 0.02 | +0.33 (0.24) | 0.16 |
| Diabetes duration | −0.17 (0.06) | 0.002 | −0.18 (0.06) | 0.002 |
| Insulin treatment | −0.53 (0.16) | 0.0008 | −0.49 (0.19) | 0.03 |
Plasma amylin was transformed to log10 (Log10 Amylin).
Model I = adjusting for age, sex, ethnicity, education, ApoE4, BMI, cardiovascular disease, stroke, lengths of diabetes, creatinine (kidney function) and the lipid profile includes cholesterol, LDL and HDL.
Model II = Model I plus other diabetic drugs including metformin, sulfonylureas, glitazones and meglitinide
Comparisons of demographic information, vascular diseases and lipid profiles across amylin quartiles.
| No diabetes | Diabetes, no insulin | Diabetes, + insulin | p values | |
|---|---|---|---|---|
| n = 674 | n = 289 | n = 99 | ||
| Age, year, mean ± SD | 76.1 ± 8.7 | 73.8 ± 8.0 | 71.2 ± 7.6** | <0.0001 |
| Female, n/total (%) | 525/674 (78%) | 208.289 (72%) | 74/99 (75%) | N.S |
| African Americans, n/total (%) | 195/671 (29%) | 118/287 (41%) | 53/99 (54%) | <0.0001 |
| High School Graduate and above, n/total (%) | 488/670 (73%) | 170/287 (59%) | 54/99 (55%) | <0.0001 |
| ApoE4, n/total (%) | 154/671 (23%) | 63/286 (22%) | 28/98 (29%) | N.S |
| BMI, Mean ± SD | 29.8 ± 7.8 | 34.0 ± 8.8 | 37.1 ± 9.6** | <0.0001 |
| Cardiovascular disease, n/total (%) | 237/661 (36%) | 140/281 (50%) | 57/98 (58%) | <0.0001 |
| Stroke, n/total (%) | 122/663 (18%) | 60/284 (28%) | 30/99 (30%) | 0.02 |
| Glucose, mg/L, mean ± SD | 97.7 ± 11.0 | 139.0 ± 46.7 | 142.4 ± 60.9 | <0.0001 |
| Creatinine, mg/dL, mean ± SD | 1.04 ± 1.03 | 1.06 ± 0.76 | 1.43 ± 1.19*** | <0.0001 |
| Cholesterol, mg/dL, Mean ± SD | 189.5 ± 41.3 | 178.4 ± 43.2 | 169.3 ± 50.2* | <0.0001 |
| LDL, mg/dL, mean ± SD | 110.7 ± 34.6 | 101.6 ± 36.0 | 96.9 ± 40.2 | <0.0001 |
| HDL, mg/dL, mean ± SD | 52.5 ± 15.3 | 45.3 ± 12.4 | 42.5 ± 12.0* | <0.0001 |
| CRP, mg/L, median (Q1, Q3) | 3.0 (1.2, 8.0) | 3.8 (1.6, 8.9) | 8.0 (2.7, 14.8)** | <0.0001 |
| Diabetes status | ||||
| Duration, n/total (%): | - | |||
| <1 year | 22/240 (9.2%) | 0/99 (0%) | <0.0001 | |
| 1–4 years | 62/240 (25.8%) | 6/99 (6.1%) | ||
| 5–9 years | 62/240 (25.8%) | 18/99 (18.2%) | ||
| 10–20 years | 60/240 (25.0%) | 38/99 (38.4%) | ||
| >20 years | 34/240 (14.2%) | 37/99 (37.4%) | ||
| Metformin, n/total (%) | - | 113/289 (39%) | 22/99 (22%) | 0.002 |
| Sulfonylureas, n/total (%) | - | 151/289 (52%) | 10/99 (10%) | <0.0001 |
| Glitazones, n/total (%) | - | 28/289 (10%) | 8/99 (8%) | N.S |
| Meglit, n/total (%) | - | 3/289 (1%) | 1/99 (1%) | N.S |
| Peptides | ||||
| Insulin, pM/L, median (Q1, Q3) | 69.3 (41.5, 110.6) | 94.9 (62.4, 166.3) | 174.9 (112.9, 240.0)*** | <0.0001 |
| Amylin, pM/dL, median (Q1, Q3) | 20.0 (11.0, 36.2) | 25.2 (13.2, 50.6) | 15.0 (4.9, 33.8)*** | <0.0001 |
Subjects are divided into three subgroups: those who did not have diabetes, diabetics without insulin and with insulin treatment. Mean ± SD with ANOVA test or n/total with Chi-Square test is used to describe the normal distributions and comparisons of age, diseases, kidney function assessed by the measurement of creatinine and the lipid biomarkers across three subgroups. P values for the statistical significance are described.
Mean ± SD with T-test is used to describe the distributions and comparisons of continuous variables between two diabetic subgroups. P values for the statistical significance are shown with * p<0.05; ** p<0.001; *** p<0.0001
BMI=Body Mass Index; LDL=low density lipoprotein; HDL=high density lipoprotein; CRP=C-reactive protein
Comparisons of plasma amylin concentration and other variables among the diabetic subgroups with different disease duration.
| Diabetes duration | <1 year | 1–4 years | 5–10 years | 1–4 years | >20 years |
|---|---|---|---|---|---|
| n=22 | n=69 | n=81 | n=100 | n=71 | |
| Amylin, pM/dL, median | 26.2 | 28.2 | 26 | 17.9 | 13 |
| (Q1, Q3)** | (13.4, 69.6) | (15.8, 57.3) | (11.4, 48.0) | (9.9, 41.4) | (5.8, 29.2) |
| Insulin treatment, n (%)*** | 0 (0.0) | 6 (8.7) | 18 (22.2) | 38 (38.0) | 37 (52.1) |
| Cardiovascular disease, n (%)* | 13 (59.1) | 24 (35.8) | 42 (52.5) | 56 (56.6) | 44 (63.8) |
| Stroke, n (%) | 3 (13.6) | 14 (20.3) | 19 (23.1) | 31 (31.3) | 20 (29.4) |
Diabetic subjects are divided into three subgroups based on disease duration:<1 year; 1–4 years; 5–9 years; 10–20 years and >20 years. n/total with Fisher exact test or mean ± SD with ANOVA test or is used to describe the normal distributions and comparisons of those with insulin treatment, amylin concentration and the vascular complications across five subgroups.
P values for the statistical significance are shown with *p<0.05; **p<0.001; ***p<0.0001
Comparisons of cognitive function between non-diabetic and diabetic subgroups in the context of insulin treatment.
| No diabetes | Diabetes, no insulin | Diabetes, + insulin | |
|---|---|---|---|
| n=674 | n=289 | n=99 | |
| MMSE score, mean ± SD | 25.5 ± 3.4 | 24.8 ± 3.6** | 24.2 ± 4.0*** |
| Verbal fluency, mean ± SD | 28.6 ± 12.5 | 26.5 ± 12.3* | 25.0 ± 11.8** |
| Digit span, mean ± SD | 14.1 ± 3.8 | 13.5 ± 3.5* | 12.7 ± 3.4*** |
| WLL delayed recall, mean ± SD | 3.7 ± 2.9 | 3.5 ± 2.8 | 3.4 ± 2.7 |
| LM delayed recall, mean ± SD | 19.0 ± 9.8 | 17.4 ± 9.8* | 17.9 ± 9.4 |
| Trailmaking A, mean ± SD | 83.7 ± 57.4 | 89.1 ± 61.6 | 94.4 ± 62.5* |
| Trailmaking B, mean ± SD | 205.3 ± 84.3 | 214.7 ± 84.5 | 232.4 ± 76.8*** |
| Block design, mean ± SD | 20.7 ± 9.1 | 19.7 ± 9.3 | 17.9 ± 8.3** |
Subjects are divided into three subgroups: those who did not have diabetes, those who had diabetes without insulin treatment and those who had diabetes with insulin treatment. Mean ± SD with T-test is used to describe the distributions and comparisons of test scores in each cognitive domain between those who did not have diabetes and either diabetic subgroup. P values for the statistical significance are shown with *p<0.05; **p<0.01; ***p<0.001
WLL = Word learning list; LM = Logical memory
Effects of plasma amylin on cognitive tests in multivariate regression analyses.
| Log10 | All Subjects | Subjects without diabetes | ||
|---|---|---|---|---|
| Amylin | ||||
| Outcomes | Adjusting for age, gender, ethnicity, school and ApoE4 | Adjusting for age, gender, ethnicity, school and ApoE4 | ||
| Estimate β (SE) | P value | Estimate β (SE) | P value | |
| MMSE Scores | + 0.14 (0.09) | 0.11 | + 0.16 (0.11) | 0.15 |
| Verbal fluency | + 0.15 (0.33) | 0.5 | + 0.54 (0.42) | 0.21 |
| Digit span | + 0.05 (0.10) | 0.6 | + 0.13 (0.13) | 0.3 |
| WLL delayed recall | + 0.05 (0.07) | 0.52 | + 0.04 (0.10) | 0.71 |
| LM delayed recall | + 0.61 (0.25) | 0.02 | + 0.80 (0.33) | 0.02 |
| Trailmaking A | − 6.21 (1.55) | < 0.0001 | − 7.51 (1.95) | 0.0001 |
| Trailmaking B | − 4.32 (2.13) | 0.04 | − 5.68 (2.73) | 0.04 |
| Block design | + 0.62 (0.24) | 0.009 | + 0.93 (0.31) | 0.003 |
Plasma amylin was transformed to log10 (Log10 Amylin) as a determining factor. MMSE = Mini Mental State Exam; WLL = Word learning list; LM = Logical memory
Effects of plasma amylin on cognitive tests in multivariate regression analyses in the presence of diabetes.
| Diabetes | Diabetes with insulin treatment | Diabetes without insulin treatment | ||||
|---|---|---|---|---|---|---|
| Outcomes | Estimate β (SE) | P value | Estimate β (SE) | P value | Estimate β (SE) | P value |
| MMSE Scores | + 0.13 (0.16) | 0.39 | + 0.10 (0.24) | 0.69 | + 0.10 (0.21) | 0.65 |
| Verbal fluency | − 0.02 (0.55) | 0.97 | − 0.60 (0.90) | 0.51 | + 0.15 (0.74) | 0.83 |
| Digit span | − 0.10 (0.15) | 0.53 | + 0.15 (0.24) | 0.54 | − 0.37 (0.20) | 0.07 |
| WLL delayed recall | + 0.04 (0.12) | 0.73 | − 0.06 (0.19) | 0.77 | + 0.08 (0.17) | 0.65 |
| LM delayed recall | + 0.09 (0.43) | 0.83 | − 0.35 (0.65) | 0.59 | + 0.52 (0.58) | 0.37 |
| Trailmaking A | − 4.92 (2.80) | 0.08 | − 6.62 (4.20) | 0.12 | − 3.81 (3.81) | 0.32 |
| Trailmaking B | − 2.23 (3.73) | 0.55 | − 4.63 (5.43) | 0.4 | + 0.01 (5.02) | 1 |
| Block design | − 0.12 (0.40) | 0.77 | + 0.09 (0.66) | 0.89 | − 0.21 (0.52) | 0.69 |
Plasma amylin was transformed to log10 (Log10 Amylin) as a determining factor. These models were adjusted for age, gender, ethnicity, school year, ApoE4 and diabetes duration. MMSE = Mini Mental State Exam; WLL = Word learning list; LM = Logical memory