| Literature DB >> 29118059 |
Alanna Weisman1,2, Leif E Lovblom1, Hillary A Keenan3, Liane J Tinsley3, Stephanie D'Eon3, Genevieve Boulet1, Mohammed A Farooqi1, Julie A Lovshin2,4, Andrej Orszag1, Yuliya Lytvyn4,5, Michael H Brent6, Narinder Paul7, Vera Bril8, David Z Cherney4,5, Bruce A Perkins9,2.
Abstract
OBJECTIVE: To assess national differences in diabetes care and quality of life (QOL) between individuals with long-standing type 1 diabetes (≥50 years) in Canada and the U.S. RESEARCH DESIGN AND METHODS: Cross-sectional data from identical surveys administered in the Canadian Study of Longevity in Diabetes and the Joslin Medalist Study, collected in 2013-2016 and 2005-2011, respectively, were compared. Laboratory values and ophthalmic examination were completed by clinical care physicians for Canadians and the Joslin Clinic for Americans. Univariate comparisons and multivariable regression for HbA1c, QOL, insulin pump use, and coronary artery disease (CAD) were performed. Nephropathy, CAD, and peripheral arterial disease (PAD) were self-reported; neuropathy was defined by a Michigan Neuropathy Screening Instrument (Questionnaire component) score ≥3, and proliferative retinopathy was documented from ophthalmic examination. QOL was self-reported on an ordinal scale.Entities:
Mesh:
Substances:
Year: 2017 PMID: 29118059 PMCID: PMC5741151 DOI: 10.2337/dc17-1074
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Figure 1Study flow of participants.
Characteristics by nationality
| Characteristic | American ( | Canadian ( | |
|---|---|---|---|
| Age (years)** | 66.38 (7.66) | 65.78 (8.67) | 0.2729 |
| Age at diagnosis (years) | 11.00 [6.00, 15.00] | 11.00 [6.00, 16.00] | 0.6963 |
| Duration of diabetes (years) | 53.00 [51.00, 57.00] | 53.00 [51.00, 58.00] | 0.5154 |
| Male sex | 318 (47.7) | 154 (42.8) | 0.13 |
| BMI (m/kg2) | 25.68 [23.14, 28.44] | 25.08 [22.96, 28.34] | 0.4328 |
| Missing | 78 (11.7) | 14 (3.9) | |
| SBP (mmHg)** | 132.82 (17.47) | 128.21 (15.33) | 0.0006 |
| Missing | 83 (12.5) | 174 (48.2) | |
| DBP (mmHg)** | 63.26 (8.77) | 66.95 (8.84) | <0.0001 |
| Missing | 83 (12.9) | 176 (48.8) | |
| Hypertension | 375 (58) | 214 (60.6) | 0.41 |
| Missing | 19 (2.9) | 8 (2.2) | |
| Insulin dose (units/kg) | 0.43 [0.34, 0.53] | 0.46 [0.37, 0.59] | 0.0009 |
| Missing | 82 (12.3) | 54 (15) | |
| Smoker (ever) | 295 (48.6) | 192 (53.8) | 0.12 |
| Missing | 59 (8.9) | 4 (1.1) | |
| Currently physically active | 509 (79) | 257 (72) | 0.012 |
| Missing | 22 (3.3) | 4 (1.1) | |
| No. annual physician visits | <0.0001 | ||
| <1 | 8 (1.2) | 15 (4.2) | |
| 1 | 29 (4.5) | 43 (12) | |
| 2 | 117 (18) | 128 (35.7) | |
| >2 | 496 (76.3) | 173 (48.2) | |
| Missing | 16 (2.4) | 2 (0.55) | |
| Highest education | <0.0001 | ||
| No high school | 2 (0.3) | 22 (6.2) | |
| High school | 51 (7.9) | 66 (18.5) | |
| Some college/university | 141 (21.8) | 78 (21.8) | |
| College/university degree | 202 (31.2) | 132 (37) | |
| Masters or doctoral degree | 191 (29.5) | 53 (14.8) | |
| Health professional | 60 (9.3) | 6 (1.7) | |
| Missing | 19 (2.9) | 4 (1.1) | |
| QOL | 0.0002 | ||
| Poor | 8 (1.25) | 11 (3.1) | |
| Normal | 55 (8.6) | 52 (14.5) | |
| Good | 264 (41.4) | 163 (45.5) | |
| Excellent | 311 (48.7) | 132 (36.9) | |
| Missing | 28 (4.2) | 3 (0.83) | |
| Laboratory values | |||
| Total cholesterol (mmol/L) | 4.17 (0.88) | 4.13 (0.94) | 0.5046 |
| HDL (mmol/L) | 1.65 (0.51) | 1.73 (0.53) | 0.0239 |
| Triglycerides (mmol/L) | 0.76 [0.57, 1.05] | 0.80 [0.61, 1.07] | 0.073 |
| LDL (mmol/L)** | 2.11 (0.63) | 1.99 (0.71) | 0.0121 |
| 2 (0.3) | 58 (16.1) | ||
| Renal outcomes | |||
| eGFR (mL/min/1.73 m2)** | 67.40 (19.97) | 68.04 (22.51) | 0.655 |
| 3 (0.45) | 21 (5.8) | ||
| ACR (mg/mmol) | 1.36 [0.80, 3.66] | 1.19 [0.52, 3.82] | 0.0176 |
| 132 (19.8) | 85 (23.5) | ||
| Most recent HbA1c, % (mmol/mol)** | 7.22 (0.98), 55 | 7.53 (1.03), 59 | <0.0001 |
| 0 | 12 (3.3) | ||
| Medications | |||
| Insulin pump | 365 (55.6) | 155 (43.3) | 0.0002 |
| 9 (1.4) | 3 (0.83) | ||
| RAAS inhibitor | 458 (69.9) | 258 (71.9) | 0.52 |
| 13 (1.9) | 2 (0.6) | ||
| Lipid-lowering medication | 446 (68.5) | 263 (73.3) | 0.11 |
| 15 (2.3) | 2 (0.6) |
DBP, diastolic blood pressure; SBP, systolic blood pressure. Data are presented as mean (SD) (indicated by **), median [IQR], or frequency (% of available data).
*For continuous variables, indicates use of Wilcoxon rank sum test; Student’s t test used otherwise. For categorical variables, χ2 test used.
†One person missing.
‡None missing for Americans; missing for Canadians: 54 (15%) for total cholesterol, 55 (15.2%) for triglycerides, 53 (14.7%) for HDL.
Figure 2Prevalence of complications by nationality. *P < 0.05 for difference in prevalence by American vs. Canadian cohort. †For nephropathy differences in Americans vs. Canadians defined by the following: eGFR ≤45 mL/min, 13.6% vs. 14.4% (P = 0.72); ACR >2 mg/mmol while receiving RAAS inhibitor or >3.4 mg/mmol while not receiving RAAS inhibitor, 30.3% vs. 34.7% (P = 0.2); and eGFR <60 mL/min + ACR >3.4 mg/mmol, 13.6 vs. 17.4% (P = 0.15).
Multivariable models for the outcomes HbA1c (linear regression), QOL (ordinal logistic regression), CAD, and pump use (logistic regressions)
| Predictors | Model outcome | |||||||
|---|---|---|---|---|---|---|---|---|
| HbA1c ( | QOL (low to high) ( | CAD ( | Pump ( | |||||
| Adjusted β | OR (95% CI) | OR (95% CI) | OR (95% CI) | |||||
| Nationality (reference = American) | 0.28 | 0.0003 | 0.71 (0.53, 0.95) | 0.02 | 0.46 (0.31, 0.68) | <0.0001 | 0.71 (0.52, 0.97) | 0.030 |
| Age | 0.0028 | 0.56 | 1.00 (0.99, 1.02) | 0.65 | 1.05 (1.02, 1.08) | 0.0001 | 0.95 (0.93, 0.96) | <0.0001 |
| Sex (reference = male) | 0.47 | <0.0001 | 0.94 (0.71, 1.25) | 0.67 | 0.64 (0.44, 0.93) | 0.02 | 1.57 (1.16, 2.13) | 0.0033 |
| Insulin pump | −0.15 | 0.030 | 1.21 (0.92, 1.6) | 0.17 | ||||
| Exercise | 1.8 (1.30, 2.49) | 0.0004 | 0.79 (0.52, 1.20) | 0.28 | 1.34 (0.94, 1.90) | 0.11 | ||
| Annual physician visits, | ||||||||
| 1 | −0.08 | 0.77 | ||||||
| 2 | −0.27 | 0.27 | ||||||
| >2 | −0.22 | 0.36 | ||||||
| HbA1c | 0.76 (0.65, 0.87) | 0.0001 | 1.23 (1.03, 1.47) | 0.024 | 0.79 (0.68, 0.93) | 0.0041 | ||
| eGFR | 0.0042 | 0.029 | 0.98 (0.97, 0.99) | 0.0004 | ||||
| BMI | 0.014 | 0.068 | 0.99 (0.95, 1.03) | 0.53 | ||||
| CAD | 0.20 | 0.0088 | 0.89 (0.66, 1.20) | 0.44 | 0.90 (0.66, 1.24) | 0.52 | ||
| PAD | 0.15 | 0.24 | 0.59 (0.36, 0.95) | 0.029 | 5.22 (2.71, 10.07) | <0.0001 | 0.52 (0.30, 0.89) | 0.018 |
| Nephropathy (self-report) | 0.23 | 0.055 | 0.63 (0.41, 0.98) | 0.050 | 1.32 (0.74, 2.36) | 0.35 | 1.65 (1.01, 2.69) | 0.045 |
| Neuropathy (MNSI score ≥3) | 0.14 | 0.044 | 0.69 (0.53, 0.91) | 0.0086 | 1.61 (1.20, 2.15) | 0.0015 | ||
| Proliferative retinopathy (by examination) | 0.066 | 0.34 | 0.75 (0.57, 0.98) | 0.037 | 0.99 (0.73, 1.32) | 0.92 | ||
| Lipid-lowering medication | 3.69 (2.34, 5.81) | <0.0001 | ||||||
| LDL | 0.86 (0.64, 1.15) | 0.30 | ||||||
| RAAS inhibitor | 0.77 (0.50, 1.18) | 0.24 | ||||||
| Smoking | 1.10 (0.78, 1.55) | 0.59 | ||||||
| Hypertension | 1.41 (0.96, 2.06) | 0.08 | ||||||
| Education (reference = no high school) | ||||||||
| High school | 0.28 | 0.22 | 0.63 (0.24, 1.64) | 0.35 | 2.94 (0.83, 10.40) | 0.095 | 1.07 (0.37, 3.10) | 0.91 |
| Some university/college | 0.13 | 0.56 | 0.66 (0.26, 1.64) | 0.37 | 2.97 (0.88, 10.05) | 0.08 | 1.26 (0.45, 3.50) | 0.66 |
| University/college | 0.15 | 0.48 | 0.89 (0.36, 2.2) | 0.80 | 1.87 (0.56, 6.23) | 0.31 | 1.14 (0.41, 3.11) | 0.80 |
| Masters or doctoral | 0.11 | 0.62 | 1.27 (0.50, 3.20) | 0.61 | 1.85 (0.54, 6.33) | 0.33 | 1.54 (0.55, 4.30) | 0.41 |
| Health professional | 0.17 | 0.50 | 0.87 (0.31, 2.44) | 0.78 | 1.39 (0.36, 5.44) | 0.64 | 1.38 (0.44, 4.30) | 0.59 |