| Literature DB >> 28761645 |
Michael J Coons1,2,3, Michelle Greiver1,4,5,6, Babak Aliarzadeh1,5,6, Christopher Meaney1, Rahim Moineddin1,7, Tyler Williamson5,8, John Queenan5, Catherine H Yu9, David G White1,4,6, Tara Kiran1,10, Jennifer J Kane1,11.
Abstract
OBJECTIVE: Diabetes guidelines recommend individualized glycemic targets: tighter control in younger, healthier patients and consideration of more moderate control in the elderly and those with coexisting illnesses. Our objective was to examine whether glycemic control varied by age and comorbidities in Canadian primary care. RESEARCH DESIGN AND METHODS: Cross-sectional study using data from the electronic medical records of 537 primary care providers across Canada; 30 416 patients with diabetes, aged 40 or above, with at least one encounter and one hemoglobin A1c (HbA1c) measurement between 1 January 2012 and 31 December 2013. The outcome was the most recent HbA1c, categorized into three levels of control: tight (<7.0% or <53 mmol/mol), moderate (7.0%-8.5%, 53 mmol/mol-69.5 mmol/mol) and uncontrolled (>8.5% or >69.5 mmol/mol). We adjusted for several factors associated with glycemic control including treatment intensity.Entities:
Keywords: Aged; Cross-Sectional studies; Diabetes Mellitus, Type 2/therapy; Hemoglobin A.Glycosylated; Primary Health Care
Year: 2017 PMID: 28761645 PMCID: PMC5530242 DOI: 10.1136/bmjdrc-2016-000316
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Patient characteristics and HbA1c ranges
| Patient characteristics | Variable | N (% of patients within characteristic group) | Tight control: HbA1c<7%, N (% of patients within HbA1c control range) | Moderate control: HbA1c 7%–8.5%, N (% of patients within HbA1c control range) | Not controlled: HbA1c >8.5%, N (% of patients within HbA1c control range) |
| All patients in sample | 30 416 | 16 705 (54.92) | 9298 (30.57) | 4413 (14.51) | |
| Age range in years | 40–49 | 2506 (8.24) | 1162 (46.37) | 687 (27.41) | 657 (26.22) |
| 50–59 | 6253 (20.56) | 3123 (49.94) | 1833 (29.31) | 1297 (20.74) | |
| 60–69 | 9041 (29.72) | 4902 (54.22) | 2816 (31.15) | 1323 (14.63) | |
| 70–79 | 7545 (24.80) | 4414 (58.53) | 2420 (32.07) | 709 (9.04) | |
| 80+ | 5073 (16.68) | 3104 (61.19) | 1542 (30.40) | 427 (8.42) | |
| Number of comorbidities* | 0–1 | 6783 (22.30) | 3398 (50.10) | 2197 (32.39) | 1188 (17.51) |
| 2–3 | 20 578 (67.6) | 11 430 (55.55) | 6268 (30.46) | 2880 (13.99) | |
| 4 or more | 3055 (10.04) | 1877 (61.44) | 833 (27.27) | 345 (11.29) | |
| Gender | Male | 15 942 (52.41) | 8532 (53.53) | 4945 (31.02) | 2463 (15.45) |
| Female | 14 475 (47.59) | 8172 (56.46) | 4353 (30.07) | 1950 (13.47) | |
| Missing | 1 (0) | - | - | - | |
| sBP >130 mm Hg | No | 15 821 (52.02) | 8985 (56.79) | 4662 (29.47) | 2174 (13.74) |
| Yes | 12 338 (40.56) | 6601 (53.51) | 3870 (31.36) | 1867 (15.13) | |
| Missing | 2257 (7.42) | 1119 (49.58) | 766 (33.94) | 372 (16.48) | |
| LDL in mmol/L | <2 | 14 018 (46.09) | 7451 (56.15) | 4738 (33.80) | 1829 (13.05) |
|
| 14 190 (46.65) | 8194 (57.75) | 3877 (27.32) | 2119 (14.93) | |
| Missing | 2208 (7.26) | 1060 (48.01) | 683 (30.93) | 465 (21.06) | |
| Urine albumin to creatinine ratio | <2 | 8328 (27.38) | 4452 (53.46) | 2725 (32.72) | 1151 (13.82) |
|
| 6570 (21.60) | 2944 (44.81) | 2273 (34.60) | 1353 (20.59) | |
| Missing | 15 518 (51.02) | 9309 (59.99) | 4300 (27.71) | 1909 (12.30) | |
| BMI | <25 | 3320 (10.92) | 2039 (61.42) | 890 (26.81) | 391 (11.78) |
| 25–29.9 | 7564 (24.87) | 4426 (58.52) | 2270 (30.01) | 868 (11.47) | |
|
| 12 632 (41.53) | 6699 (53.04) | 3924 (31.06) | 2009 (15.90) | |
| Missing | 6900 (22.69) | 3541 (51.32) | 2214 (32.09) | 1145 (16.59) | |
| Number of encounters in the past 2 years | 1–5 | 4012 (13.19) | 2243 (55.91) | 1144 (28.51) | 625 (15.58) |
| 6–16 | 15 199 (49.97) | 8603 (56.61) | 4577 (30.11) | 2019 (13.28) | |
| 17 or more | 11 205 (36.84) | 5859 (52.29) | 3577 (31.92) | 1769 (15.79) | |
| Number of classes of medication prescribed | 0 (no diabetic medications) | 19 353 (63.62) | 11 990 (61.95) | 5004 (25.86) | 2359 (12.19) |
| 1 (1 class of medications) | 5991 (19.70) | 3295 (55.00) | 2070 (34.55) | 626 (10.45) | |
| 2 (2 classes of medications) | 2086 (6.86) | 780 (37.39) | 912 (43.72) | 394 (18.89) | |
| 3 (3 classes of medications or insulin) | 2986 (9.82) | 640 (21.43) | 1312 (43.94) | 1034 (34.63) |
*Includes the CPCSSN validated comorbidities only (hypertension, chronic obstructive pulmonary disease, depression, osteoarthritis, dementia, epilepsy, Parkinson's disease).
BMI, body mass index; HbA1c, hemoglobin A1c; LDL, low density lipoprotein; sBP, systolic blood pressure.
Proportion of patients by number of classes of diabetes medications prescribed within each age range
| Age range in years | Number of classes of medication prescribed | |||
| 0 (no diabetic medications) | 1 (1 class of medications) | 2 (2 classes of medications) | 3 (3 classes of medications or insulin) | |
| 40–49 (N, % within age range) | 1663 (66.36) | 411 (16.40) | 147 (5.87) | 285 (11.37) |
| 50–59 | 3945 (63.09) | 1245 (19.91) | 422 (6.75) | 641 (10.25) |
| 60–69 | 5580 (61.72) | 1840 (20.35) | 663 (7.33) | 958 (10.60) |
| 70–79 | 4794 (63.55) | 1454 (19.28) | 555 (7.36) | 740 (9.81) |
| 80+ | 3371 (66.45) | 1041 (20.52) | 299 (5.89) | 362 (7.14) |
Bivariate ORs comparing patient characteristics at different HbA1c ranges
| Variable | Comparison | Moderate vs tight control: HbA1c 7%–8.5% vs. HbA1c <7% | Not controlled vs tight control: HbA1c>8.5% vs. HbA1c <7% | Not controlled vs moderate control: HbA1c >8.5% vs HbA1c 7%–8.5% | |||
| OR (95% CI) | p Value | OR (95% CI) | p Value | OR (95% CI) | p Value | ||
| Age range in years | 40–49 vs 80+ | 1.11 (0.92 to 1.35) | 0.3 | 3.35 (2.66 to 4.21) | <0.0001 | 3.03 (2.93 to 3.83) | <0.0001 |
| 50–59 vs 80+ | 1.20 (1.04 to 1.38) | 0.01 | 2.93 (2.43 to 3.54) | <0.0001 | 2.45 (2.02 to 2.97) | <0.0001 | |
| 60–69 vs 80+ | 1.14 (1.01 to 1.30) | 0.04 | 1.84 (1.54 to 2.21) | <0.0001 | 1.62 (1.35 to 1.95) | <0.0001 | |
| 70–79 vs 80+ | 1.18 (1.04 to 1.35) | 0.01 | 1.28 (1.05 to 1.55) | 0.02 | 1.08 (0.88 to 1.32) | 0.5 | |
| Number of comorbidities* | 0–1 vs 3+ | 1.48 (1.27 to 1.74) | <0.0001 | 1.64 (1.33 to 2.01) | <0.0001 | 1.10 (0.89 to 1.36) | 0.4 |
| 2–3 vs 3+ | 1.24 (1.08 to 1.43) | 0.002 | 1.3 (1.09 to 1.56) | 0.004 | 1.05 (0.87 to 1.27) | 0.6 | |
| Gender | Male vs female | 1.10 (1.05 to 1.16) | 0.0002 | 1.21 (1.13 to 1.29) | <0.0001 | 1.10 (1.02 to 1.18) | 0.01 |
| sBP >130 mm Hg | Yes vs no | 1.14 (1.08 to 1.21) | <0.0001 | 1.16 (1.08 to 1.24) | <0.0001 | 1.02 (0.94 to 1.1) | 0.7 |
| LDL >2 mmol/L | Yes vs no | 0.73 (0.69 to 0.77) | <0.0001 | 1.02 (0.95 to 1.1) | 0.5 | 1.41 (1.3 to 1.52) | <0.0001 |
| Urine ACR>2 | Yes vs no | 1.26 (1.17 to 1.36) | <0.0001 | 1.87 (1.7 to 2.05) | <0.0001 | 1.48 (1.34 to 1.63) | <0.0001 |
| BMI | Overweight vs normal/underweight | 1.17 (1.07 to 1.29) | 0.0009 | 1.01 (0.89 to 1.15) | 0.9 | 0.86 (0.75 to 1) | 0.04 |
| Obese vs normal/underweight | 1.34 (1.22 to 1.46) | <0.0001 | 1.5 (1.33 to 1.69) | <0.0001 | 1.13 (0.99 to 1.29) | 0.07 | |
| Number of primary care encounters | 6–16 vs 0–5 | 1.01 (0.93 to 1.09) | 0.8 | 0.80 (0.72 to 0.88) | <0.0001 | 0.79 (0.71 to 0.89) | <0.0001 |
| 17+ vs −0–5 | 1.13 (1.04 to 1.23) | 0.01 | 1.01 (0.91 to 1.12) | 0.9 | 0.89 (0.8 to 1) | 0.06 | |
| Number of medication classes prescribed† | 1 vs 0 | 1.6 (1.50 to 1.71) | <0.0001 | 1.03 (0.93 to 1.14) | 0.5 | 0.64 (0.58 to 0.71) | <0.0001 |
| 2 vs 0 | 3.06 (2.76 to 3.39) | <0.0001 | 2.81 (2.46 to 3.21) | <0.0001 | 0.92 (0.81 to 1.05) | 0.2 | |
| 3+ vs 0 | 5.36 (4.84 to 5.94) | <0.0001 | 8.85 (7.91 to 9.89) | <0.0001 | 1.65 (1.5 to 1.82) | <0.0001 | |
*Includes the CPCSSN validated comorbidities only (hypertension, chronic obstructive pulmonary disease, depression, osteoarthritis, dementia, epilepsy, Parkinson's disease).
†A prescription for insulin automatically included a patient in group 3.
ACR, albumin to creatinine ratio; BMI, body mass index; HbA1c, hemoglobin A1c; LDL, low density lipoprotein; sBP, systolic blood pressure.
Multivariate ORs comparing patient characteristics at different HbA1c ranges
| Variable | Comparison | Moderate vs tight control: HbA1c 7%–8.5% vs HbA1c<7% | Not controlled vs tight control: HbA1c>8.5% vs HbA1c<7% | Not controlled vs moderate control: HbA1c >8.5% vs HbA1c 7%–8.5% | |||
| OR (95% CI) | p Value | OR (95% CI) | p Value | OR | p Value | ||
| Age range in years | 40–49 vs 80+ | 1.28 (1.11 to 1.49) | 0.001 | 4.35 (3.57 to 5.30) | <0.0001 | 3.39 (2.75–4.17) | <0.0001 |
| 50–59 vs 80+ | 1.21 (1.08 to 1.35) | 0.0008 | 3.02 (2.55 to 3.57) | <0.0001 | 2.50 (2.10–2.99) | <0.0001 | |
| 60–69 vs 80+ | 1.09 (0.99 to 1.21) | 0.09 | 1.89 (1.60 to 2.22) | <0.0001 | 1.73 (1.46–2.06) | <0.0001 | |
| 70–79 vs 80+ | 0.99 (0.89 to 1.09) | 0.8 | 1.10 (0.93 to 1.31) | 0.3 | 1.12 (0.93–1.34) | 0.2 | |
| Gender | Male vs female | 1.04 (0.97 to 1.11) | 0.2 | 1.21 (1.11 to 1.33) | <0.0001 | 1.17 (1.07–1.29) | 0.0009 |
| Number of comorbidities* | 0–1 vs 3+ | 1.66 (1.46 to 1.90) | <0.0001 | 1.50 (1.24 to 1.80) | <0.0001 | 0.90 (0.74–1.09) | 0.3 |
| 2–3 vs 3+ | 1.38 (1.23 to 1.54) | <0.0001 | 1.24 (1.06 to 1.46) | 0.008 | 0.90 (0.76–1.07) | 0.2 | |
| sBP >130 mm Hg | Yes vs no | 1.17 (1.10 to 1.25) | <0.0001 | 1.32 (1.21 to 1.45) | <0.0001 | 1.13 (1.03–1.24) | 0.01 |
| LDL >2 mmol/L | Yes vs no | 0.78 (0.73 to 0.83) | <0.0001 | 1.03 (0.94 to 1.13) | 0.5 | 1.32 (1.20–1.45) | <0.0001 |
| BMI | Overweight vs normal/underweight | 1.13 (1.02 to 1.26) | 0.02 | 0.93 (0.80 to 1.08) | 0.3 | 0.82 (0.70–0.96) | 0.02 |
| Obese vs normal/underweight | 1.22 (1.11 to 1.35) | 0.0001 | 1.15 (1.00 to 1.33) | 0.05 | 0.95 (0.82–1.10) | 0.5 | |
| Number of primary care encounters | 6–16 vs 0–5 | 1.03 (0.93 to 1.14) | 0.6 | 0.91 (0.79 to 1.05) | 0.2 | 0.88 (0.76–1.03) | 0.1 |
| 17+ vs 0–5 | 1.16 (1.03 to 1.30) | 0.01 | 1.20 (1.03 to 1.40) | 0.02 | 1.04 (0.88–1.22) | 0.6 | |
| Number of medication classes prescribed† | 1 vs 0 | 1.59 (1.46 to 1.72) | <0.0001 | 1.13 (1.00 to 1.28) | 0.06 | 0.71 (0.62–0.81) | <0.0001 |
| 2 vs 0 | 3.17 (2.79 to 3.60) | <0.0001 | 3.29 (2.78 to 3.90) | <0.0001 | 1.04 (0.88–1.23) | 0.7 | |
| 3+ vs 0 | 5.43 (4.78 to 6.17) | <0.0001 | 9.76 (8.44 to 11.29) | <0.0001 | 1.80 (1.58–2.05) | <0.0001 | |
*Includes the CPCSSN validated comorbidities only (hypertension, chronic obstructive pulmonary disease, depression, osteoarthritis, dementia, epilepsy, Parkinson's disease).
†A prescription for insulin automatically included a patient in group 3.
ACR, albumin to creatinine ratio; BMI, body mass index; HbA1c, hemoglobin A1c; LDL, low density lipoprotein; sBP, systolic blood pressure.