| Literature DB >> 25267796 |
Zi Zhang1, James Lovato2, Harsha Battapady1, Christos Davatzikos1, Hertzel C Gerstein3, Faramarz Ismail-Beigi4, Lenore J Launer5, Anne Murray6, Zubin Punthakee3, Amilcar A Tirado7, Jeff Williamson2, R Nick Bryan8, Michael E Miller2.
Abstract
OBJECTIVE: The effect of hypoglycemia related to treatment of type 2 diabetes mellitus (T2DM) on brain structure remains unclear. We aimed to assess whether symptomatic severe hypoglycemia is associated with brain atrophy and/or white matter abnormalities. RESEARCH DESIGN AND METHODS: We included T2DM participants with brain MRI from the Action to Control Cardiovascular Risk in Diabetes-Memory in Diabetes (ACCORD-MIND) trial. Symptomatic severe hypoglycemia was defined as blood glucose <2.8 mmol/L or symptoms resolved with treatments that required the assistance of another person or medical assistance (hypoglycemia requiring assistance [HA]). Standardized brain MRI was performed at baseline and at 40 months. Total brain volume (TBV) and abnormal white matter (AWM) volume were calculated using an automated computer algorithm. Brain MRI scans of hypoglycemic participants were also reviewed for local disease.Entities:
Mesh:
Substances:
Year: 2014 PMID: 25267796 PMCID: PMC4237972 DOI: 10.2337/dc14-0973
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Baseline characteristics between participants with and without hypoglycemia
| Baseline characteristics | Total | Hypoglycemia | ||
|---|---|---|---|---|
| No ( | Yes ( | |||
| Age (years) | 62.18 ± 5.65 | 61.91 ± 5.50 | 66.82 ± 6.37 | <0.0001 |
| Sex (female) | 233 (46.32) | 220 (46.32) | 13 (46.43) | 0.9907 |
| Race | 0.6996 | |||
| Non-Hispanic white | 341 (67.8) | 321 (67.6) | 20 (71.4) | |
| African American | 89 (17.7) | 83 (17.5) | 6 (21.4) | |
| Hispanic | 31 (6.2) | 30 (6.3) | 1 (3.6) | |
| Other | 42 (8.3) | 41 (8.6) | 1 (3.6) | |
| Education level | 0.0179 | |||
| Less than high school | 46 (9.1) | 46 (9.7) | 0 (0.0) | |
| High school graduate | 122 (24.3) | 112 (23.6) | 10 (35.7) | |
| Some college | 168 (33.4) | 164 (34.5) | 4 (14.3) | |
| College graduate or more | 167 (33.2) | 153 (32.2) | 14 (50.0) | |
| Clinical center network | 0.6622 | |||
| A | 236 (46.9) | 220 (46.3) | 16 (57.1) | |
| B | 71 (14.1) | 68 (14.3) | 3 (10.7) | |
| C | 68 (13.5) | 64 (13.5) | 4 (14.3) | |
| D | 128 (25.4) | 123 (25.9) | 5 (17.9) | |
| DSST cognition score | 54.67 ± 15.54 | 54.73 ± 15.50 | 53.63 ± 16.38 | 0.7218 |
| BMI (kg/m2) | 32.59 ± 5.14 | 32.60 ± 5.14 | 32.40 ± 5.23 | 0.8411 |
| <25 | 31 (6.2) | 28 (5.9) | 3 (10.7) | 0.5783 |
| ≥25 to <30 | 140 (27.8) | 133 (28.0) | 7 (25.0) | |
| ≥30 | 332 (66.0) | 314 (66.1) | 18 (64.3) | |
| History of cardiovascular disease | 128 (25.45) | 118 (24.84) | 10 (35.71) | 0.1993 |
| Systolic blood pressure (mmHg) | 134.6 ± 17.85 | 134.5 ± 17.77 | 136.3 ± 19.62 | 0.6139 |
| Treatment assignment | ||||
| Intensive glucose control | 230 (45.73) | 208 (43.79) | 22 (78.57) | 0.0003 |
| Intensive blood pressure control | 153 (30.42) | 146 (30.74) | 7 (25.00) | 0.5214 |
| Lipid control with fibrate | 89 (17.69) | 82 (17.26) | 7 (25.00) | 0.2972 |
| Severity of diabetes | ||||
| Duration of diabetes (years) | 9.89 ± 7.08 | 9.67 ± 6.95 | 13.68 ± 8.13 | 0.0035 |
| HbA1c level (%) | 8.14 ± 0.93 | 8.13 ± 0.94 | 8.24 ± 0.87 | 0.5399 |
| HbA1c level (mmol/mol) | 65 ± 13 | 65 ± 13 | 67 ± 14 | |
| Glucose level (mg/dL) | 172.2 ± 52.05 | 172.6 ± 50.61 | 166.4 ± 73.32 | 0.5417 |
| Amputation | 6 (1.19) | 5 (1.05) | 1 (3.57) | 0.2329 |
| Neuropathy score | 213 (42.35) | 189 (39.79) | 24 (85.71) | <0.0001 |
| Visual acuity | 76.54 ± 9.48 | 76.84 ± 9.23 | 71.43 ± 12.20 | 0.0038 |
| Serum creatinine (mg/dL) | 0.88 ± 0.20 | 0.88 ± 0.20 | 0.93 ± 0.20 | 0.1987 |
| LDL (mg/dL) | 101.2 ± 32.32 | 101.7 ± 32.32 | 92.50 ± 31.63 | 0.1422 |
| HDL (mg/dL) | 43.84 ± 12.02 | 43.94 ± 11.68 | 42.21 ± 16.95 | 0.4606 |
| Medication use at baseline | ||||
| Any hypertension medication | 425 (84.49) | 401 (84.42) | 24 (85.71) | 0.8542 |
| Any statin | 363 (72.17) | 343 (72.21) | 20 (71.43) | 0.9285 |
| Any insulin | 154 (30.62) | 136 (28.63) | 18 (64.29) | <0.0001 |
| Basal insulin | 120 (23.86) | 108 (22.74) | 12 (42.86) | 0.0152 |
| Bolus insulin | 59 (11.73) | 52 (10.95) | 7 (25.00) | 0.0247 |
| Premixed insulin | 34 (6.76) | 27 (5.68) | 7 (25.00) | <0.0001 |
*Results are presented as n (%) or mean ± SD.
**Michigan Neuropathy Screening Instrument score >2 or any lower-extremity amputation.
***Letters, 75 equals visual acuity of 20/30.
Adjusted associations between hypoglycemia and brain MRI structure
| Brain MRI outcome measure | Total ( | HA | ||
|---|---|---|---|---|
| No ( | Yes ( | |||
| TBV | ||||
| Baseline | 925.36 ± 95.93 | 925.22 ± 94.55 | 927.87 ± 118.9 | |
| 40-month follow-up | 910.11 ± 95.57 | 909.66 ± 94.25 | 917.73 ± 117.5 | |
| Change from baseline to 40 months | −15.25 ± 16.46 | −15.55 ± 16.41 | −10.14 ± 16.76 | 0.064 |
| Adjusted for ICV and randomization factors | −15.23 (−16.53, −13.93) | −12.20 (−17.64, −6.769) | 0.290 | |
| Adjusted for factors in the final model | −15.38 (−16.64, −14.12) | −9.55 (−15.21, −3.903) | 0.051 | |
| AWM | ||||
| Baseline | 2.10 ± 3.88 | 2.07 ± 3.90 | 2.55 ± 3.50 | |
| 40-month follow-up | 3.60 ± 5.72 | 3.51 ± 5.68 | 5.08 ± 6.29 | |
| Change from baseline to 40 months | 1.50 ± 2.77 | 1.44 ± 2.75 | 2.53 ± 3.06 | 0.013 |
| Ratio of baseline to 40-month geometric means adjusted for | ||||
| ICV and randomization factors | 1.84 (1.76, 1.92) | 2.00 (1.67, 2.38) | 0.378 | |
| Factors in the final model | 1.84 (1.76, 1.91) | 2.06 (1.71, 2.49) | 0.247 | |
1Mean ± SD.
2P value based on Wilcoxon test unadjusted for any other factors.
3Adjusted mean (model-based 95% CI) and P value.
4Because of skewness in the outcomes, change in these outcomes was analyzed as the difference of log-transformed baseline and follow-up P values. When exponentiating the resulting adjusted means from ANCOVA, the resulting values are interpreted as the ratio of the geometric mean at follow-up to the geometric mean at baseline.