Association between Cognitive Impairment Severity and Polypharmacy in Older Patients with Atrial Fibrillation: A Retrospective Study Using Inpatient Data from a Specialised Geriatric Hospital
Abstract
:1. Introduction
2. Methods
2.1. Study Design and Data Sources
2.2. Study Population
2.3. Ethics Consideration
2.4. Variables
2.5. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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All | ≤5 Medications | >6 Medications | p-Value | ||||
---|---|---|---|---|---|---|---|
n = 1191 | n = 267 | n = 924 | |||||
Sex, male, n (%) | 584 | 49.0% | 142 | 53.2% | 442 | 47.8% | 0.1236 |
Age, years, n (%) | 0.0135 * | ||||||
≤74 | 186 | 15.6% | 55 | 20.6% | 131 | 14.2% | |
75–84 | 477 | 40.1% | 91 | 34.1% | 386 | 41.8% | |
≥85 | 528 | 44.3% | 121 | 45.3% | 407 | 44.1% | |
BMI, kg/m2, n (%) | 0.0280 * | ||||||
<18.5 | 197 | 16.5% | 55 | 20.6% | 142 | 15.4% | |
≥18.5 to <25 | 716 | 60.1% | 163 | 61.1% | 553 | 59.9% | |
≥25 | 278 | 23.3% | 49 | 18.4% | 229 | 24.8% | |
Length of hospital stay, days, n (%) | 0.4102 | ||||||
≤7 | 340 | 28.6% | 82 | 30.7% | 258 | 27.9% | |
8 to 14 | 273 | 22.9% | 67 | 25.1% | 206 | 22.3% | |
15 to 25 | 281 | 23.6% | 60 | 22.5% | 221 | 23.9% | |
≥26 | 297 | 24.9% | 58 | 21.7% | 239 | 25.9% | |
Hospitalisation pathway, n (%) | 0.1408 | ||||||
Household | 1060 | 89.0% | 231 | 86.5% | 829 | 89.7% | |
Transfer | 131 | 11.0% | 36 | 13.5% | 95 | 10.3% | |
Emergency hospitalisation, n (%) | 738 | 62.0% | 177 | 66.3% | 561 | 60.7% | 0.0982 |
Discharge destination, n (%) | 0.0013 * | ||||||
Household | 868 | 72.9% | 174 | 65.2% | 694 | 75.1% | |
Transfer | 323 | 27.1% | 93 | 34.8% | 230 | 24.9% | |
Patient co-payment rate, n (%) | 0.0194 * | ||||||
0% | 64 | 5.4% | 12 | 4.5% | 52 | 5.6% | |
10% | 930 | 78.1% | 196 | 73.4% | 734 | 79.4% | |
30% | 197 | 16.5% | 59 | 22.1% | 138 | 14.9% | |
Charlson Comorbidity Index, n (%) | 0.0003 * | ||||||
0 | 120 | 10.1% | 37 | 13.9% | 83 | 9.0% | |
1 or 2 | 686 | 57.6% | 169 | 63.3% | 517 | 56.0% | |
≥3 | 385 | 32.3% | 61 | 22.8% | 324 | 35.1% | |
Comorbidities, n (%) | |||||||
Connective tissue disease/rheumatic disease | 22 | 1.9% | 4 | 4.8% | 18 | 3.7% | 0.6306 |
Peptic ulcer disease | 97 | 8.1% | 17 | 20.5% | 80 | 16.6% | 0.2280 |
Diabetes without complications | 279 | 23.4% | 45 | 54.2% | 234 | 48.5% | 0.004 * |
Diabetes with complications | 77 | 6.5% | 4 | 4.8% | 73 | 15.1% | 0.0002 * |
Renal disease | 90 | 7.6% | 13 | 15.7% | 77 | 16.0% | 0.0592 |
Concomitant medication, n (%) | |||||||
Antithrombotic | 894 | 75.1% | 174 | 65.2% | 720 | 77.9% | <0.0001 * |
Benzodiazepines | 152 | 12.8% | 10 | 3.7% | 142 | 15.4% | <0.0001 * |
STOPP-J ** | 167 | 14.0% | 15 | 5.6% | 152 | 16.5% | <0.0001 * |
Proton pump inhibitor | 799 | 67.1% | 107 | 40.1% | 692 | 74.9% | <0.0001 * |
Statins | 410 | 34.4% | 35 | 13.1% | 375 | 40.6% | <0.0001 * |
Number of medications, median (IQR) | 8.0 | (6–11) | 4.0 | (3–5) | 9.0 | (8–12) | <0.0001 * |
DASC-21 total scores, median (IQR) | 28.0 | (23–45) | 28.0 | (22–51) | 28.5 | (23–44) | 0.8235 |
DASC-21 dementia severity 4 classification | 0.0005 * | ||||||
Normal | 649 | 54.5% | 146 | 54.7% | 503 | 54.4% | |
Mild | 158 | 13.3% | 24 | 9.0% | 134 | 14.5% | |
Moderate | 351 | 29.5% | 81 | 30.3% | 270 | 29.2% | |
Severe | 33 | 2.8% | 16 | 6.0% | 17 | 1.8% |
Variables | >6 Medications | >8 Medications | >10 Medications | |||
---|---|---|---|---|---|---|
aOR (95% CI) | p-Value | aOR (95% CI) | p-Value | aOR (95% CI) | p-Value | |
Sex, male | 0.82 (0.59–1.13) | 0.219 | 0.82 (0.62–1.07) | 0.147 | 1.02 (0.78–1.34) | 0.860 |
Age, years, ref ≤ 74 | ||||||
75–84 | 1.87 (1.20–2.91) | 0.006 | 1.49 (1.01–2.20) | 0.047 | 1.47 (0.99–2.19) | 0.057 |
≥85 | 2.08 (1.28–3.37) | 0.003 | 1.42 (0.93–2.16) | 0.105 | 1.55 (1.01–2.40) | 0.045 |
BMI, kg/m2, ref < 18.5 | ||||||
18.5–25 | 1.11 (0.73–1.68) | 0.624 | 1.03 (0.71–1.49) | 0.860 | 1.18 (0.80–1.74) | 0.398 |
>25 | 1.45 (0.86–2.47) | 0.167 | 1.33 (0.85–2.08) | 0.216 | 1.38 (0.88–2.18) | 0.161 |
Length of hospitalisation, days | ||||||
≥ 26 | 1.95 (1.29–2.94) | 0.002 | 1.80 (1.28–2.53) | <0.001 | 1.69 (1.21–2.37) | 0.002 |
Hospitalisation pathway | ||||||
Transfer | 1.50 (0.85–2.65) | 0.165 | 1.47 (0.90–2.40) | 0.120 | 1.25 (0.75–2.07) | 0.388 |
Emergency hospitalisation | 0.81 (0.56–1.16) | 0.248 | 0.85 (0.62–1.15) | 0.285 | 0.92 (0.68–1.25) | 0.603 |
Discharge destination | ||||||
Transfer | 0.50 (0.32–0.78) | 0.002 | 0.64 (0.43–0.93) | 0.020 | 0.63 (0.43–0.93) | 0.020 |
CCI, ref = 0 | ||||||
1–2 | 1.19 (0.73–1.94) | 0.479 | 1.18 (0.76–1.84) | 0.461 | 1.35 (0.83–2.19) | 0.225 |
≥3 | 1.76 (0.98–3.15) | 0.058 | 1.60 (0.96–2.66) | 0.074 | 1.63 (0.95–2.81) | 0.077 |
Comorbidities | ||||||
Connective tissue disease/rheumatic disease | 0.96 (0.30–3.09) | 0.951 | 1.66 (0.60–4.58) | 0.328 | 3.16 (1.23–8.08) | 0.017 |
Peptic ulcer disease | 1.14 (0.62–2.09) | 0.679 | 1.21 (0.74–1.99) | 0.439 | 1.41 (0.89–2.26) | 0.146 |
Diabetes without complications | 1.48 (0.99–2.22) | 0.058 | 1.57 (1.13–2.18) | 0.007 | 1.28 (0.94–1.76) | 0.122 |
Diabetes with complications | 4.46 (1.50–13.2) | 0.007 | 3.60 (1.78–7.24) | <0.001 | 2.90 (1.68–5.03) | <0.001 |
Renal disease | 1.78 (0.87–3.64) | 0.113 | 1.91 (1.08–3.36) | 0.026 | 1.56 (0.93–2.62) | 0.091 |
DASC-21 dementia severity 4 classification, ref = severe | ||||||
Normal | 2.04 (0.84–4.94) | 0.116 | 3.13 (1.23–8.01) | 0.017 | 3.76 (1.04–13.5) | 0.043 |
Mild | 3.33 (1.29–8.57) | 0.013 | 4.16 (1.58–10.9) | 0.004 | 4.26 (1.16–15.6) | 0.029 |
Moderate | 2.46 (1.06–5.72) | 0.036 | 3.68 (1.48–9.18) | 0.005 | 3.95 (1.11–14.0) | 0.033 |
Concomitant medication | ||||||
Antithrombotic | 2.11 (1.51–2.95) | <0.001 | 2.42 (1.79–3.27) | <0.001 | 2.01 (1.46–2.77) | <0.001 |
BZs | 5.25 (2.65–10.4) | <0.001 | 4.42 (2.77–7.05) | <0.001 | 4.04 (2.74–5.96) | <0.001 |
STOPP-J | 4.26 (2.36–7.69) | <0.001 | 2.29 (1.53–3.42) | <0.001 | 1.90 (1.31–2.75) | 0.002 |
Statins | 4.36 (2.91–6.52) | <0.001 | 3.07 (2.29–4.12) | <0.001 | 2.49 (1.89–3.28) | <0.001 |
Number of Medications (per 100 Patients), Mean ± SD | Multiple Comparison Analysis *, p-Value | ||||||
---|---|---|---|---|---|---|---|
DASC-21 Classification | Normal | Mild | Moderate | Severe | Normal | Mild | Moderate |
Antithrombotics | 76.7 ± 42.3 | 73.4 ± 44.3 | 73.2 ± 44.3 | 69.6 ± 46.7 | 0.501 | 0.855 | 0.855 |
Benzodiazepines | 18.0 ± 44.4 | 15.8 ± 41.5 | 7.69 ± 28.7 | 0 | 0.026 | 0.041 | 0.179 |
STOPP-J medications | 8.9 ± 31.6 | 19.6 ± 41.4 | 21.7 ± 43.9 | 12.1 ± 33.1 | 0.577 | 0.491 | 0.356 |
Proton pump inhibitors | 67.5 ± 46.9 | 68.4 ± 46.7 | 67.8 ± 46.8 | 45.5 ± 50.6 | 0.017 | 0.023 | 0.018 |
Statins | 40.5 ± 49.1 | 34.8 ± 47.8 | 25.1 ± 43.4 | 12.1 ± 33.1 | 0.002 | 0.019 | 0.154 |
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Shimazaki, Y.; Kishimoto, K.; Ishikawa, J.; Iwakiri, R.; Araki, A.; Imai, S. Association between Cognitive Impairment Severity and Polypharmacy in Older Patients with Atrial Fibrillation: A Retrospective Study Using Inpatient Data from a Specialised Geriatric Hospital. Geriatrics 2024, 9, 15. https://doi.org/10.3390/geriatrics9010015
Shimazaki Y, Kishimoto K, Ishikawa J, Iwakiri R, Araki A, Imai S. Association between Cognitive Impairment Severity and Polypharmacy in Older Patients with Atrial Fibrillation: A Retrospective Study Using Inpatient Data from a Specialised Geriatric Hospital. Geriatrics. 2024; 9(1):15. https://doi.org/10.3390/geriatrics9010015
Chicago/Turabian StyleShimazaki, Yoshitomo, Keiko Kishimoto, Joji Ishikawa, Rika Iwakiri, Atsushi Araki, and Shinobu Imai. 2024. "Association between Cognitive Impairment Severity and Polypharmacy in Older Patients with Atrial Fibrillation: A Retrospective Study Using Inpatient Data from a Specialised Geriatric Hospital" Geriatrics 9, no. 1: 15. https://doi.org/10.3390/geriatrics9010015
APA StyleShimazaki, Y., Kishimoto, K., Ishikawa, J., Iwakiri, R., Araki, A., & Imai, S. (2024). Association between Cognitive Impairment Severity and Polypharmacy in Older Patients with Atrial Fibrillation: A Retrospective Study Using Inpatient Data from a Specialised Geriatric Hospital. Geriatrics, 9(1), 15. https://doi.org/10.3390/geriatrics9010015