| Literature DB >> 31805662 |
Marie-Eve Gagnon1, Caroline Sirois1,2,3, Marc Simard3, Céline Plante3.
Abstract
Our objectives were to describe the use of pharmacological treatments in older adults with diabetes and to identify the factors associated with the use of a combination of hypoglycemic, antihypertensive and lipid-lowering agents. Using the Quebec Integrated Chronic Disease Surveillance System, we conducted a population-based cohort study among individuals aged 66-75 years with diabetes in 2014-2015. We described the number of medications and the classes of medications used and calculated the proportion of individuals using at least one medication from each of these classes: hypoglycemics, antihypertensives and lipid-lowering agents. We identified the factors associated with the use of this combination of treatments by performing robust Poisson regressions. The 146,710 individuals used an average of 12 (SD 7) different medications, mostly cardiovascular (91.3% of users), hormones, including hypoglycemic agents (84.5%), and central nervous system medications (79.8%). The majority of individuals (59%) were exposed to the combination of treatments and the factor most strongly associated was the presence of cardiovascular comorbidities (RR: 1.29; 99% CI: 1.28-1.31). Older individuals with diabetes are exposed to a large number of medications. While the use of the combination of treatments is significant and could translate into cardiovascular benefits at the population level, the potential risk associated with polypharmacy needs to be documented.Entities:
Keywords: aged; diabetes; medication; pharmacoepidemiology; polypharmacy; population-based cohort
Year: 2019 PMID: 31805662 PMCID: PMC6958384 DOI: 10.3390/pharmacy7040161
Source DB: PubMed Journal: Pharmacy (Basel) ISSN: 2226-4787
Characteristics of the individuals included in the study according to the use of the combination * of treatments.
| Total | Exposed to the Combination of Treatments | Not Exposed to the Combination of Treatments | |
|---|---|---|---|
|
| 146,710 (100.0%) | 85,977 (58.6%) | 60,733 (41.4%) |
|
| |||
| Female | 64,794 (44.2%) | 36,079 (42.0%) | 28,715 (47.3%) |
| Male | 81,916 (55.8%) | 49,898 (58.0%) | 32,018 (52.7%) |
|
| |||
|
| 70.6 (2.7) | 70.6 (2.7) | 70.5 (2.7) |
| 66–70 years | 73,507 (50.1%) | 42,455 (49.4%) | 31,052 (51.1%) |
| 71–75 years | 73,203 (49.9%) | 43,522 (50.6%) | 29,681 (48.9%) |
|
| |||
| 1 (most privileged) | 20,515 (14.0%) | 11,360 (13.2%) | 9155 (15.1%) |
| 2 | 25,243 (17.2%) | 14,751 (17.2%) | 10,492 (17.3%) |
| 3 | 27,674 (18.9%) | 16,499 (19.2%) | 11,175 (18.4%) |
| 4 | 31,550 (21.5%) | 18,996 (22.1%) | 12,554 (20.7%) |
| 5 (most deprived) | 32,909 (22.4%) | 19,325 (22.5%) | 13,584 (22.4%) |
| Missing | 8819 (6.0%) | 5046 (5.9%) | 3773 (6.2%) |
|
| |||
| 1 (most advantaged) | 24,670 (16.8%) | 14,161 (16.5%) | 10,509 (17.3%) |
| 2 | 26,548 (18.1%) | 15,656 (18.2%) | 10,892 (17.9%) |
| 3 | 28,585 (19.5%) | 16,848 (19.6%) | 11,737 (19.3%) |
| 4 | 28,516 (19.4%) | 16,694 (19.4%) | 11,822 (19.5%) |
| 5 (most deprived) | 29,572 (20.2%) | 17,572 (20.4%) | 12,000 (19.8%) |
| Missing | 8819 (6.0%) | 5046 (5.9%) | 3773 (6.2%) |
|
| |||
| No | 85,989 (58.6%) | 44,990 (52.3%) | 40,999 (67.5%) |
| Yes | 60,721 (41.4%) | 40,987 (47.7%) | 19,734 (32.5%) |
|
| |||
| No | 82,906 (56.5%) | 49,785 (57.9%) | 33,121 (54.5%) |
| Yes | 63,804 (43.5%) | 36,192 (42.1%) | 27,612 (45.5%) |
|
| |||
| Urban | 113,044 (77.1%) | 66,128 (76.9%) | 46,916 (77.3%) |
| Rural | 33,230 (22.7%) | 19,622 (22.8%) | 13,608 (22.4%) |
| Missing | 436 (0.3%) | 227 (0.3%) | 209 (0.3%) |
|
| |||
|
| 11.8 (6.7) | 13.8 (6.3) | 9.1 (6.3) |
| 0 to 4 | 15,030 (10.2%) | 1037 (1.2%) | 13,993 (23.0%) |
| 5 to 9 | 45,476 (31.0%) | 22,775 (26.5%) | 22,701 (37.4%) |
| 10 to 14 | 43,680 (29.8%) | 29,933 (34.8%) | 13,747 (22.6%) |
| 15 to 19 | 24,060 (16.4%) | 17,960 (20.9%) | 6100 (10.0%) |
| 20 and more | 18,464 (12.6%) | 14,272 (16.6%) | 4192 (6.9%) |
* The combination of treatments includes at least one of each of the following drug classes: antihypertensive, antidiabetic, and lipid-lowering agents. SD: Standard deviation.
Prevalence of medication use according to the AHFS Classification.
| AHFS Classification | Number of Users (%) |
|---|---|
| Cardiovascular (24.00) | 133,926 (91.3%) |
| Hormones (68.00) | 123,968 (84.5%) |
| Central nervous system (28.00) | 117,086 (79.8%) |
| Gastrointestinal (56.00) | 69,229 (47.2%) |
| Electrolytic, caloric and water balance (40.00) | 68,270 (46.5%) |
| Anti-infective (8.00) | 55,856 (38.1%) |
| Autonomic (12.00) | 48,271 (32.9%) |
| Dietary supplements (88.00) | 40,372 (27.5%) |
| Skin and mucous membrane preparations (84.00) | 40,371 (27.5%) |
| Ophtalmic, otic and nasal ointments solutions suspensions and preparations (52.00) | 36,849 (25.1%) |
| Blood formation and coagulation (20.00) | 36,260 (24.7%) |
| Other (92.00) | 31,572 (21.5%) |
| Smooth muscle relaxants (86.00) | 6403 (4.4%) |
| Antineoplastic (10.00) | 4945 (3.4%) |
| Expectorants and cough preparations (48.00) | 2882 (2.0%) |
| Antihistamines (4.00) | 419 (0.3%) |
Prevalence and relative risk of being exposed to the combination* of treatments.
| n/N (%) | Crude RR (99% CI) | Adjusted RR (99% CI) Model 1 ** | Adjusted RR (99% Cl) | |
|---|---|---|---|---|
|
| ||||
| Female | 36,079/64,794 (55.7%) | 1 | 1 | 1 |
| Male | 49,898/81,916 (60.9%) | 1.09 (1.08–1.10) | 1.04 (1.03–1.05) | 1.12 (1.11–1.13) |
|
| ||||
| 66–70 years | 42,455/73,507 (57.8%) | 1 | 1 | 1 |
| 71–75 years | 43,522/73,203 (59.5%) | 1.03 (1.02–1.04) | 1.02 (1.01–1.03) | 0.98 (0.98–0.99) |
|
| ||||
| 1 (most privileged) | 11,360/20,515 (55.4%) | 1 | 1 | 1 |
| 2 | 14,751/25,243 (58.4%) | 1.06 (1.04–1.07) | 1.06 (1.04–1.07) | 1.03 (1.02–1.05) |
| 3 | 16,499/27,674 (59.6%) | 1.08 (1.06–1.09) | 1.08 (1.06–1.09) | 1.04 (1.03–1.06) |
| 4 | 18,996/31,550 (60.2%) | 1.09 (1.07–1.10) | 1.09 (1.07–1.11) | 1.05 (1.04–1.06) |
| 5 (most deprived) | 19,325/32,909 (58.7%) | 1.06 (1.04–1.08) | 1.06 (1.05–1.08) | 1.04 (1.02–1.05) |
| Missing | 5046/8819 (57.2%) | 1.03 (1.01–1.06) | 1.06 (1.03–1.08) | 1.01 (0.99–1.03) |
|
| ||||
| 1 (most privileged) | 14,161/24,670 (57.4%) | 1 | 1 | 1 |
| 2 | 15,656/26,548 (59.0%) | 1.03 (1.01–1.04) | 1.03 (1.01–1.04) | 1.01 (0.99–1.02) |
| 3 | 16,848/28,585 (58.9%) | 1.03 (1.01–1.04) | 1.03 (1.01–1.04) | 1.00 (0.99–1.01) |
| 4 | 16,694/28,516 (58.5%) | 1.02 (1.01–1.03) | 1.02 (1.01–1.04) | 1.00 (0.99–1.01) |
| 5 (most deprived) | 17,572/29,572 (59.42%) | 1.04 (1.02–1.05) | 1.04 (1.02–1.05) | 1.00 (0.98–1.00) |
| missing | 5046/8819 (57.2%) | 1.00 (1.00–1.02) | 1.06 (1.03–1.08) | 1.01 (0.99–1.03) |
|
| ||||
| No | 44,990/85,989 (52.3%) | 1 | 1 | 1 |
| Yes | 40,987/60,721 (67.5%) | 1.29 (1.28–1.30) | 1.29 (1.28–1.31) | 1.08 (1.07–1.09) |
|
| ||||
| No | 49,785/82,906 (60.1%) | 1 | 1 | 1 |
| Yes | 36,192/63,804 (56.7%) | 0.94 (0.94–0.95) | 0.92 (0.91–0.92) | 0.81 (0.80–0.82) |
|
| ||||
| Urban | 66,128/113,044 (58.5%) | 1 | 1 | 1 |
| Rural | 19,622/33,230 (59.1%) | 1.01 (1.00–1.02) | 0.99 (0.98–1.00) | 0.98 (0.97–0.99) |
| Missing | 227/436 (52.1%) | 0.98 (0.89–1.08) | 0.97 (0.88–1.07) | 0.95 (0.86–1.03) |
|
| ||||
| 0 to 4 | 1037/15,030 (6.9%) | 1 | 1 | |
| 5 to 9 | 22,775/45,476 (50.1%) | 7.26 (6.84–7.70) | 7.26 (6.84–7.71) | |
| 10 to 14 | 29,933/43,680 (68.5%) | 9.93 (9.36–10.54) | 10.15 (9.57–10.76) | |
| 15 to 19 | 17,960/24,060 (74.7%) | 10.82 (10.20–11.48) | 11.33 (10.68–12.02) | |
| 20 and more | 14,272/18,464 (77.3%) | 11.20 (10.56–11.89) | 12.13 (11.43–12.87) | |
* The combination of treatments includes at least one of each of the following drug classes: antihypertensive, antidiabetic, and lipid-lowering agents; RR: Rate ratio; CI: Confidence interval; ** Model 1 includes: sex, age, material deprivation quintiles, social deprivation quintiles, cardiovascular comorbidities, other comorbidities, and living area.; *** Model 2 includes: sex, age, material deprivation quintiles, social deprivation quintiles, cardiovascular comorbidities, other comorbidities, living area, and number of medications.
Prevalence and relative risks of being exposed to the combination * of treatments, including antiplatelet agents (sensitivity analysis).
| n/N (%) | Crude RR (99% CI) | Adjusted RR (99% CI) Model 1 ** | Adjusted RR (99% Cl) | |
|---|---|---|---|---|
|
| ||||
| Female | 23,630/64,794 (36.5%) | 1 | 1 | 1 |
| Male | 37,186/81,916 (45.4%) | 1.24 (1.23–1.26) | 1.14 (1.13–1.15) | 1.24 (1.22–1.25) |
|
| ||||
| 66–70 years | 29,750/73,507 (40.5%) | 1 | 1 | 1 |
| 71–75 years | 31,066/73,203 (42.3%) | 1.05 (1.04–1.06) | 1.02 (1.01–1.03) | 0.98 (0.97–0.99) |
|
| ||||
| 1 (most privileged) | 7741/20,515 (37.7%) | 1 | 1 | 1 |
| 2 | 10,452/25,243 (41.4%) | 1.10 (1.07–1.12) | 1.09 (1.07–1.12) | 1.06 (1.04–1.09) |
| 3 | 11,565/27,674 (41.8%) | 1.11 (1.08–1.13) | 1.10 (1.08–1.12) | 1.06 (1.04–1.08) |
| 4 | 13,644/31,550 (43.3%) | 1.15 (1.12–1.17) | 1.14 (1.11–1.16) | 1.09 (1.07–1.11) |
| 5 (most deprived) | 13,811/32,909 (42.0%) | 1.11 (1.09–1.14) | 1.10 (1.08–1.13) | 1.07 (1.04–1.09) |
| Missing | 3603/8819 (40.9%) | 1.08 (1.05–1.12) | 1.12 (1.08–1.16) | 1.05 (1.02–1.08) |
|
| ||||
| 1 (most privileged) | 9853/24,670 (39.9%) | 1 | 1 | 1 |
| 2 | 11,023/26,548 (41.5%) | 1.04 (1.02–1.06) | 1.03 (1.01–1.06) | 1.01 (0.99–1.03) |
| 3 | 11,977/28,585 (41.9%) | 1.05 (1.03–1.07) | 1.05 (1.03–1.07) | 1.02 (1.00–1.04) |
| 4 | 11,778/28,516 (41.3%) | 1.03 (1.01–1.06) | 1.05 (1.03–1.07) | 1.02 (1.00–1.04) |
| 5 (most deprived) | 12,582/29,572 (43.6%) | 1.07 (1.04–1.09) | 1.07 (1.05–1.10) | 1.02 (1.00–1.04) |
| Missing | 3603/8819 (40.9%) | 1.02 (0.99–1.05) | 1.12 (1.08–1.16) | 1.05 (1.02–1.08) |
|
| ||||
| No | 27,177/85,989 (31.6%) | 1 | 1 | 1 |
| Yes | 33,639/60,721 (55.4%) | 1.75 (1.73–1.77) | 1.74 (1.72–1.76) | 1.39 (1.37–1.40) |
|
| ||||
| No | 35,061/82,906 (42.3%) | 1 | 1 | 1 |
| Yes | 25,755/63,804 (40.4%) | 0.95 (0.94–0.97) | 0.90 (0.89–0.91) | 0.77 (0.76–0.78) |
|
| ||||
| Urban | 46,317/113,044 (41.0%) | |||
| Rural | 14,343/33,230 (43.2%) | 1.05 (1.04–1.07) | 1.03 (1.01–1.04) | 1.01 (1.00–1.03) |
| Missing | 156/436 (35.8%) | 1.01 (0.89–1.15) | 0.97 (0.85–1.10) | 0.94 (0.83–1.06) |
|
| ||||
| 0 to 4 | 227/15,030 (1.5%) | 1 | 1 | |
| 5 to 9 | 13,865/45,476 (30.5%) | 20.19 (17.73–22.99) | 19.78 (17.37–22.51) | |
| 10 to 14 | 21,649/43,680 (49.6%) | 32.82 (28.83–37.35) | 31.95 (28.07–36.36) | |
| 15 to 19 | 13,797/24,060 (57.3%) | 37.97 (33.35–43.22) | 37.02 (32.53–42.14) | |
| 20 and more | 11,278/18,464 (61.1%) | 40.44 (35.53–46.04) | 39.86 (35.01–45.39) | |
* The combination of treatments includes at least one of each of the following drug classes: antihypertensive, antidiabetic, lipid-lowering, and antiplatelet agents; RR: Rate ratio; CI: Confidence interval; ** Model 1 includes: sex, age, material deprivation quintiles, social deprivation quintiles, cardiovascular comorbidities, other comorbidities, and living area; *** Model 2 includes: sex, age, material deprivation quintiles, social deprivation quintiles, cardiovascular comorbidities, other comorbidities, living area, and number of medications.