| Literature DB >> 28694929 |
Karen A Nunley1, Trevor J Orchard1, Christopher M Ryan1, Rachel Miller1, Tina Costacou1, Caterina Rosano1.
Abstract
AIM: To test associations between statin use and cognitive impairment in adults with childhood-onset type 1 diabetes (T1D).Entities:
Keywords: Cognitive impairment; Cohort study; Memory; Statin use; Type 1 diabetes
Year: 2017 PMID: 28694929 PMCID: PMC5483427 DOI: 10.4239/wjd.v8.i6.286
Source DB: PubMed Journal: World J Diabetes ISSN: 1948-9358
Figure 1Recruitment of participants with type 1 diabetes from the parent Pittsburgh Epidemiology of Diabetes Complications Study into the ancillary neurocognitive study. EDC: Epidemiology of Diabetes Complications.
Adults with type 1 diabetes from the Pittsburgh Epidemiology of Diabetes Complications Study, by participation status in the ancillary neurocognitive study
| Demographic and lifestyle factors, data are | |||
| Age (yr) | 51.17 ± 7.74 | 49.52 ± 7.04 | 0.08 |
| Female | 86/136 (63%) | 55 (51%) | 0.07 |
| Years of education | 14 ± 2 | 15 ± 3 | 0.05 |
| Ever smoking 100 + cigarettes | 57/136 (42%) | 41 (38%) | 0.60 |
| 34/151 (23%) | 34 (32%) | 0.12 | |
| BMI (kg/m | 27.52 ± 4.88 | 26.74 ± 4.26 | 0.20 |
| Depressive symptoms | 45/128 (35%) | 23/100 (23%) | 0.06 |
| Physical activity (Kcal) | 729 (308-1663) | 1009 (448-1966) | 0.05 |
| Type 1 diabetes-related factors | |||
| T1D duration (yr) | 37.14 ± 7.20 | 35.50 ± 6.32 | 0.07 |
| Age at diagnosis (yr) | 8.62 ± 4.10 | 8.28 ± 4.11 | 0.51 |
| HbA1c (%) | 7.69 ± 1.69 | 7.85 ± 1.85 | 0.51 |
| A1c months (AU) | 1036.38 ± 481.55 | 966.82 ± 382.02 | 0.21 |
| Insulin sensitivity (eGDR, mg/kg per minute) | 7.65 ± 2.11 | 7.68 ± 2.47 | 0.94 |
| eGFR (mL/min per 1.73 m | 77.49 ± 24.41 | 83.31 ± 24.06 | 0.09 |
| Proliferative retinopathy | 85/131 (65%) | 51/107 (48%) | 0.009 |
| Microalbuminuria | 98/133 (74%) | 54/92 (59%) | 0.02 |
| Coronary artery disease | 48 (31%) | 18 (17%) | 0.009 |
| Cardiac autonomic neuropathy | 89/125 (71%) | 48/97 (49%) | 0.001 |
| Distal symmetric polyneuropathy | 86/128 (67%) | 52/100 (52%) | 0.02 |
| Cardio-metabolic factors | |||
| Systolic blood pressure (mmHg) | 116 ± 17 | 114 ± 16 | 0.28 |
| Diastolic blood pressure (mmHg) | 65 ± 10 | 66 ± 11 | 0.42 |
| History of high blood pressure | 71 (46%) | 39 (36%) | 0.13 |
| Total cholesterol (mg/dL) | 174.07 ± 34.92 | 174.79 ± 35.85 | 0.88 |
| LDL cholesterol (mg/dL) | 98.15 ± 28.44 | 98.48 ± 33.72 | 0.94 |
| HDL cholesterol (mg/dL) | 59.89 ± 16.31 | 60.63 ± 16.68 | 0.74 |
| Serum creatinine (mg/dL) | 1.12 ± 0.67 | 1.07 ± 0.61 | 0.57 |
| Ever used statins | 97 (63%) | 57 (53%) | 0.13 |
| Years of statin use | 3 (0-6) | 2 (0-8) | 0.44 |
| Study average LDLc (mg/dL) | 109.95 ± 23.28 | 107.65 ± 25.96 | 0.45 |
| Inflammatory markers | |||
| WBC × 10 | 6.2 (4.9-7.8) | 6.1 (5.2-6.9) | 0.30 |
| Adiponectin (μg/mL) | 21.1 (15.2-31.0) | 22.2 (15.2-30.1) | 0.83 |
| IL-6 (ng/mL) | 1.4 (0.8-2.3) | 1.3 (0.8-1.8) | 0.42 |
| TNFα (pg/mL) | 1.3 (1.0-1.9) | 1.3 (1.0-1.8) | 0.92 |
| C-reactive protein (mg/L) | 1.7 (0.9-3.3) | 1.1 (0.6-2.5) | 0.03 |
Assessed repeatedly from 1986-88 (baseline) through 2004-2006;
Beck Depression Inventory score ≥ 10;
Estimated self-reported weekly activity per modified Paffenbarger questionnaire;
Blood pressure > 140/80 at any physical exam as part of the parent study and/or any self-reported use of anti-hypertensive medication (1986-2006). Factors assessed in 2004-2006 unless otherwise specified. T1D: Type 1 diabetes; LDLc: Low density lipoprotein cholesterol; BMI: Body mass index; eGDR: Estimated glucose disposal rate; WBC: White blood cell count; IL-6: Interleukin-6; TNFα: Tumor necrosis factor alpha.
Figure 2Numbers of participants with type 1 diabetes in the ancillary neurocognitive study (n = 108) who reported using lipid lowering and antihypertensive medications from parent study baseline (1986-1988) through time of cognitive assessment (2010-2012).
Comparison of middle-aged adults with type 1 diabetes from the Pittsburgh Epidemiology of Diabetes Complications Study by duration of statin use
| Demographic and lifestyle factors, data are | ||||
| Age at cognitive testing (yr) | 47.5 ± 7.3 | 51.8 ± 6.1 | 51.0 ± 6.7 | 0.02 |
| Female | 27 (53%) | 16 (64%) | 12 (38%) | 0.10 |
| Years of education | 15 ± 2 | 16 ± 3 | 14 ± 3 | 0.52 |
| Ever smoking 100+ cigarettes | 22 (43%) | 11 (44%) | 8 (25%) | 0.05 |
| 16 (31%) | 7 (28%) | 11 (34%) | 0.66 | |
| BMI (kg/m | 26.0 ± 4.3 | 27.6 ± 5.1 | 29.8 ± 4.7 | 0.002 |
| Cognitive function | ||||
| Cognitively impaired | 7 (14%) | 8 (32%) | 15 (47%) | 0.003 |
| Estimated verbal IQ | 108.6 ± 8.2 | 107.7 ± 10.0 | 106.5 ± 6.9 | 0.24 |
| Memory domain z-score | 0.24 ± 0.75 | -0.23 ± 0.64 | -0.25 ± 0.78 | 0.004 |
| Executive function z-score | 0.18 ± 0.56 | -0.10 ± 0.82 | -0.30 ± 0.79 | 0.06 |
| Psychomotor speed z-score | 0.29 ± 0.66 | -0.33 ± 1.10 | -0.28 ± 0.89 | 0.01 |
| Visuo- construction z-score | 0.21 ± 0.64 | -0.16 ± 0.82 | -0.21 ± 1.45 | 0.13 |
| Type 1 diabetes-related factors | ||||
| Diabetes duration (yr) | 39.6 ± 5.8 | 43.4 ± 6.9 | 42.1 ± 6.5 | 0.03 |
| Serum glucose (mg/dL) | 188.6 ± 90.5 | 151.1 ± 73.6 | 173.0 ± 81.8 | 0.56 |
| A1c > 7.5%, 14-yr average | 27 (53%) | 17 (68%) | 25 (78%) | 0.02 |
| Glucose disposal rate (mg/kg per minutr) | 8.1 ± 2.0 | 7.5 ± 1.8 | 5.8 ± 2.9 | < 0.001 |
| Proliferative retinopathy | 17 (33%) | 14 (58%) | 20 (63%) | 0.03 |
| eGFR (mL/min per 1.73 m | 91.3 ± 21.1 | 79.7 ± 20.1 | 74.7 ± 27.5 | 0.02 |
| Coronary artery disease | 5 (10%) | 3 (12%) | 10 (31%) | 0.02 |
| Cardiac autonomic neuropathy | 21 (47%) | 14 (58%) | 13 (46%) | 0.36 |
| Distal symmetric polyneuropathy | 22 (49%) | 13 (57%) | 17 (53%) | 0.61 |
| Cardio-metabolic factors | ||||
| History of stroke | 1 (2%) | 2 (8%) | 2 (6%) | 0.99 |
| Systolic blood pressure (mmHg) | 117.6 ± 12.0 | 119.6 ± 15.5 | 123.2 ± 19.3 | 0.44 |
| Diastolic blood pressure (mmHg) | 65.0 ± 9.5 | 64.6 ± 9.1 | 67.5 ± 10.6 | 0.18 |
| History of high blood pressure | 13 (25%) | 10 (40%) | 16 (50%) | 0.04 |
| Study average LDLc (mg/dL) | 100.3 ± 25.6 | 112.2 ± 24.9 | 115.9 ± 24.7 | 0.02 |
| Inflammatory markers | ||||
| 5.9 (5.0-6.7) | 6.2 (5.2-6.9) | 6.2 (5.2-7.1) | 0.29 | |
| Adiponectin (μg/mL) | 22.0 (15.7-30.7) | 21.8 (14.2-31.4) | 22.3 (15.2-28.3) | 0.75 |
| IL-6 (ng/mL) | 1.4 (0.7-1.9) | 1.2 (0.8-1.7) | 1.2 (1.0-1.6) | 0.28 |
| TNFα (pg/mL) | 1.3 (1.0-2.3) | 1.2 (1.0-1.8) | 1.3 (1.0-1.6) | 0.07 |
| C-reactive protein (mg/L) | 0.9 (0.6-2.3) | 0.9 (0.2-1.6) | 1.9 (0.6-4.1) | 0.08 |
P values are adjusted for age and education;
Assessed in 2004-2006;
Defined as any EDC assessed SBP > 140 mmHg or DBP > 90, or ever self-reported use of anti-hypertensive medication from 1986-1988 through 2010-2013;
Estimated per the Chronic Kidney Disease - Epidemiology (CKD-EPI) formula;
Assessed from EDC baseline (1986-1988) through time of cognitive testing (2010-2013). Factors assessed at time of cognitive testing (2010-2013) unless otherwise specified. T1D: Type 1 diabetes; LDLc: Low density lipoprotein cholesterol; BMI: Body mass index; eGDR: Estimated glucose disposal rate; WBC: White blood cell count; IL-6: Interleukin-6; TNFα: Tumor necrosis factor alpha.
Select characteristics1 of middle-aged adults with childhood-onset type 1 diabetes from the Pittsburgh Epidemiology of Diabetes Complications Study, by cognitive impairment status
| Data are | |||
| Coronary artery disease | 9 (12%) | 9 (30%) | 0.02 |
| Cardio-metabolic risk factors | |||
| Ever using statins (1986-2013) | 34 (44%) | 23 (77%) | 0.003 |
| Duration of statin use (statin years) | 0 (0-6) | 7 (2-8) | 0.002 |
| If statin use, only used lipophilic statin | 30 (88%) | 21 (91%) | 0.99 |
| Study average LDLc (mg/dL) | 104.5 ± 25.8 | 115.9 ± 24.8 | 0.06 |
| History of high blood pressure | 26 (33%) | 13 (43%) | 0.24 |
| Brain imaging | |||
| Severe White Matter Hyperintensities | 17 (26%) | 11 (46%) | 0.09 |
| Left hippocampal volume | 0.31 ± 0.03 | 0.31 ± 0.03 | 0.31 |
Reported P value is adjusted for education. 1Relationships between other factors and cognitive impairment in this type 1 diabetes cohort have been previously described and published elsewhere (for details, see Nunley et al[18], 2015);
Assessed in 2004-2006;
Assessed since EDC baseline (1986-1988) through time of cognitive testing (2010-2013);
Defined as any EDC assessed SBP > 140 mmHg or DBP > 90, or ever self-reported use of anti-hypertensive medication from 1986-1988 through 2010-2013;
Fazekas rating 2-3 vs Fazekas rating 1; data on n = 89 (for details, see Nunley et al[28], 2015);
Hippocampal volume as a percentage of total intracranial volume, data on n = 88 (for details, see Hughes et al[26], 2013). Measures assessed 2010-2013 unless otherwise noted. LDLc: Low density lipoprotein cholesterol.
Results of logistic regression models assessing the association between duration of statin use and cognitive impairment in middle-aged adults with type 1 diabetes from the Pittsburgh Epidemiology of Diabetes Complications Study
| Model 1 | Never used statins | Referent group |
| 1-6 yr statins | 3.16 (0.93-10.72), | |
| 7-12 yr statins | 4.84 (1.63-14.44), | |
| Model 2 | Never used statins | Referent group |
| 1-6 yr statins | 2.86 (0.83-9.86), | |
| 7-12 yr statins | 4.26 (1.40-13.00), | |
| Average LDLc | 1.01 (0.99-1.03), | |
| Model 3 | Never used statins | Referent group |
| 1-6 yr statins | 3.29 (0.95-11.40), | |
| 7-12 yr statins | 4.13 (1.35-12.60), | |
| CAD | 2.88 (0.88-9.44), | |
| Model 4 | Never used statins | Referent group |
| 1-6 yr statins | 3.14 (0.93-10.64), | |
| 7-12 yr statins | 4.95 (1.65-14.82), | |
| 0.73 (0.26-2.02), | ||
| Model 5 | Never used statins | Referent group |
| 1-6 yr statins | 2.90 (0.82-10.29), | |
| 7-12 yr statins | 3.69 (1.17-11.68), | |
| Average LDLc | 1.01 (0.99-1.03), | |
| CAD | 2.72 (0.81-9.13), | |
| 0.75 (0.26-2.15), |
Statin use groups: Never used n = 51; 1-6 years n = 25; 7+ years n = 32. Binary outcome: Cognitive impairment present/absent. Model 1: Statin use groups, controlling for age and education; Model 2: Model 1, further controlling for average long-term LDLc (1986-1988 through 2010-2013); Model 3: Model 1, further controlling for prevalent coronary artery disease (CAD); Model 4: Model 1, further controlling for Apo E4 allele status (24, 34, or 44); Model 5: Model 1, further controlling for LDLc, CAD, and Apo E4 allele. LDLc: Low density lipoprotein cholesterol.
Results of linear regression models assessing the association between duration of statin use and memory domain function in middle-aged adults with type 1 diabetes from the Pittsburgh Epidemiology of Diabetes Complications Study
| Model 1 | Never used statins | Referent group |
| 1-6 yr statins | -0.284, | |
| 7-12 yr statins | -0.232, | |
| Model 2 | Never used statins | Referent group |
| 1-6 yr statins | -0.267, | |
| 7-12 yr statins | -0.209, | |
| Average LDLc | -0.084, | |
| Model 3 | Never used statins | Referent group |
| 1-6 yr statins | -0.267, | |
| 7-12 yr statins | -0.213, | |
| CAD | 0.02, | |
| Model 4 | Never used statins | Referent group |
| 1-6 yr statins | -0.284, | |
| 7-12 yr statins | -0.231, | |
| -0.01, | ||
| Model 5 | Never used statins | Referent group |
| 1-6 yr statins | -0.267, | |
| 7-12 yr statins | -0.213, | |
| Average LDLc | -0.084, | |
| CAD | 0.02, | |
| -0.001, |
Statin use groups: Never used n = 51; 1-6 years n = 25; 7-12 years n = 32. Outcome: Standardized score of seven tasks assessing memory domain (z-score, in SD units). Model 1: Statin use groups, controlling for age and education; Model 2: Model 1, further controlling for average long-term LDLc (1986-88 through 2010-2013); Model 3: Model 1, further controlling for prevalent coronary artery disease (CAD) as of 2004-2006; Model 4: Model 1, further controlling for Apo E4 allele status (24, 34, or 44); Model 5: Model 1, further controlling for LDLc, CAD, and Apo E4 allele. LDLc: Low density lipoprotein cholesterol.