Background
Methods
Study design, data sources, and participants
Definitions
Statistical analysis
Results
Baseline characteristics of the entire and health-screening cohorts
Severe COPD exacerbation | p | |||
---|---|---|---|---|
All N = 12,554 (100.0) | No N = 10,999 (87.6) | Yes N = 1555 (12.4) | ||
Severe COPD exacerbations, N (range) | 1.49 ± 1.09 (1–11) | |||
General characteristics | ||||
Male | 6880 (54.8) | 5867 (53.3) | 1013 (65.1) | < 0.001 |
Age at the beginning of the study, yrs | 66.74 ± 11.26 | 66.13 ± 11.20 | 71.05 ± 10.76 | < 0.001 |
Health insurance type | ||||
Medical aids | 1681 (13.4) | 1279 (11.6) | 402 (25.9) | < 0.001 |
Health insurance | 10,873 (86.6) | 9720 (88.4) | 1153 (74.2) | |
Household income | ||||
1st quintile | 1723 (13.7) | 1547 (14.1) | 176 (11.3) | < 0.001 |
2nd quintile | 1483 (11.8) | 1318 (12.0) | 165 (10.6) | |
3rd quintile | 1816 (14.5) | 1633 (14.9) | 183 (11.8) | |
4th quintile | 2471 (19.7) | 2215 (20.1) | 256 (16.) | |
5th quintile | 3265 (26.0) | 2910 (26.5) | 355 (22.8) | |
Missing | 115 (0.9) | 97 (0.9) | 18 (1.2) | |
Comorbidities | ||||
Comorbid diseases, N (range) | 2.56 ± 1.88 (0–12) | 2.52 ± 1.86 (0–12) | 2.88 ± 2.01 (0–10) | < 0.001 |
0 | 1435 (11.4) | 1307 (11.9) | 128 (8.2) | < 0.001 |
1 or 2 | 5510 (43.9) | 4866 (44.2) | 644 (41.4) | |
3 or 4 | 3569 (28.4) | 3101 (28.2) | 468 (30.1) | |
≥ 5 | 2040 (16.3) | 1725 (15.7) | 315 (20.3) | |
Cardiovascular comorbidity | 6927 (55.2) | 6028 (54.8) | 899 (57.8) | 0.026 |
Hypertension | 5835 (46.5) | 5098 (46.4) | 737 (47.4) | 0.439 |
Ischemic heart disease | 1978 (15.8) | 1695 (15.4) | 283 (18.2) | 0.005 |
Cardiac arrhythmia | 888 (7.1) | 749 (6.8) | 139 (8.9) | 0.002 |
Heart failure | 943 (7.5) | 763 (6.9) | 180 (11.6) | < 0.001 |
Cerebrovascular disease | 1273 (10.1) | 1057 (9.6) | 216 (13.9) | < 0.001 |
Peripheral vascular disease | 1006 (8.0) | 889 (8.1) | 117 (7.5) | 0.448 |
Respiratory comorbidity other than COPD | 6917 (55.1) | 5905 (53.7) | 1012 (65.1) | < 0.001 |
Asthma | 6667 (53.1) | 5686 (51.7) | 981 (63.1) | < 0.001 |
Bronchiectasis | 738 (5.9) | 611 (5.6) | 127 (8.2) | < 0.001 |
Metabolic comorbidity | 5840 (46.5) | 5071 (46.1) | 769 (49.5) | 0.013 |
Dyslipidaemia | 3352 (26.7) | 2950 (26.8) | 402 (25.9) | 0.419 |
Diabetes mellitus | 3078 (24.5) | 2643 (24.0) | 435 (28.0) | 0.001 |
Osteoporosis | 1914 (15.3) | 1638 (14.9) | 276 (17.8) | 0.003 |
Chronic kidney disease | 147 (1.2) | 124 (1.1) | 23 (1.5) | 0.228 |
GI comorbidity | 3625 (28.9) | 3196 (29.1) | 429 (27.6) | 0.232 |
Gastroesophageal reflux disease | 3213 (25.6) | 2827 (25.7) | 386 (24.8) | 0.457 |
Chronic liver diseases | 657 (5.2) | 578 (5.3) | 79 (5.1) | 0.772 |
Malignancy comorbidity | 478 (3.8) | 381 (3.5) | 97 (6.2) | < 0.001 |
Lung cancer | 204 (1.6) | 155 (1.4) | 49 (3.2) | < 0.001 |
Stomach cancer | 51 (0.4) | 39 (0.4) | 12 (0.8) | 0.016 |
Colorectal cancer | 47 (0.4) | 44 (0.4) | 3 (0.2) | 0.211 |
Liver cancer | 45 (0.4) | 37 (0.3) | 8 (0.5) | 0.271 |
Thyroid cancer | 41 (0.3) | 37 (0.3) | 4 (0.3) | 0.609 |
Severe COPD exacerbation | p | |||
---|---|---|---|---|
All N = 5306 (100.0) | No N = 4823 (90.9) | Yes N = 483 (9.1) | ||
Severe COPD exacerbations, N (range) | 1.31 ± 0.73 (1–6) | |||
General characteristics | ||||
Male | 3094 (58.3) | 2725 (56.5) | 369 (76.4) | < 0.001 |
Age at the beginning of the study, yrs | 65.24 ± 10.46 | 64.82 ± 10.40 | 69.44 ± 10.13 | < 0.001 |
Health insurance type | ||||
Medical aids | 72 (1.4) | 62 (1.3) | 10 (2.1) | 0.155 |
Health insurance | 5234 (98.6) | 4761 (98.7) | 473 (97.9) | |
Household income | ||||
1st quintile | 838 (15.8) | 759 (15.7) | 79 (16.4) | 0.650 |
2nd quintile | 713 (13.4) | 654 (13.6) | 59 (12.2) | |
3rd quintile | 866 (16.3) | 792 (16.4) | 74 (15.3) | |
4th quintile | 1201 (22.6) | 1095 (22.7) | 106 (22.0) | |
5th quintile | 1551 (29.2) | 1404 (29.1) | 147 (30.4) | |
Missing | 65 (1.2) | 57 (1.2) | 8 (1.7) | |
Comorbidities | ||||
Comorbid diseases, N (range) | 2.55 ± 1.82 (0–11) | 2.51 ± 1.80 (0–11) | 2.89 ± 1.99 (0–9) | < 0.001 |
0 | 596 (11.2) | 562 (11.6) | 34 (7.1) | 0.004 |
1 or 2 | 2337 (44.0) | 2132 (44.2) | 205 (42.4) | |
3 or 4 | 1535 (28.9) | 1383 (28.7) | 152 (31.5) | |
≥ 5 | 838 (15.8) | 746 (15.5) | 92 (19.1) | |
Cardiovascular comorbidity | 2873 (54.2) | 2603 (54.) | 270 (55.9) | 0.417 |
Hypertension | 2405 (45.3) | 2190 (45.4) | 215 (44.5) | 0.707 |
Ischemic heart disease | 790 (14.9) | 701 (14.5) | 89 (18.4) | 0.022 |
Cardiac arrhythmia | 374 (7.1) | 326 (6.7) | 48 (9.9) | 0.009 |
Heart failure | 310 (5.8) | 259 (5.4) | 51 (10.6) | < 0.001 |
Cerebrovascular disease | 432 (8.1) | 380 (7.9) | 52 (10.8) | 0.027 |
Peripheral vascular disease | 467 (8.8) | 426 (8.8) | 41 (8.5) | 0.799 |
Respiratory comorbidity other than COPD | 2892 (54.5) | 2580 (53.5) | 312 (64.6) | < 0.001 |
Asthma | 2788 (52.5) | 2486 (51.5) | 302 (62.5) | < 0.001 |
Bronchiectasis | 307 (5.8) | 269 (5.6) | 38 (7.8) | 0.040 |
Metabolic comorbidity | 2502 (47.2) | 2258 (46.8) | 244 (50.5) | 0.120 |
Dyslipidaemia | 1530 (28.8) | 1390 (28.8) | 140 (29.0) | 0.939 |
Diabetes mellitus | 1181 (22.3) | 1053 (21.8) | 128 (26.5) | 0.019 |
Osteoporosis | 800 (15.1) | 728 (15.1) | 72 (14.9) | 0.913 |
Chronic kidney disease | 39 (0.7) | 34 (0.7) | 5 (1.0) | 0.397 |
GI comorbidity | 1804 (34.0) | 1645 (34.1) | 159 (32.9) | 0.599 |
Gastroesophageal reflux disease | 1641 (30.9) | 1499 (31.1) | 142 (29.4) | 0.446 |
Chronic liver diseases | 285 (5.4) | 253 (5.3) | 32 (6.6) | 0.200 |
Malignancy comorbidity | 168 (3.2) | 129 (2.7) | 39 (8.1) | < 0.001 |
Lung cancer | 76 (1.4) | 51 (1.1) | 25 (5.2) | < 0.001 |
Stomach cancer | 14 (0.3) | 9 (0.2) | 5 (1.0) | 0.006 |
Colorectal cancer | 15 (0.3) | 14 (0.3) | 1 (0.2) | > 0.999 |
Liver cancer | 12 (0.2) | 8 (0.2) | 4 (0.8) | 0.019 |
Thyroid cancer | 24 (0.5) | 22 (0.5) | 2 (0.4) | > 0.999 |
Health examination | ||||
BMI, kg/m2 | 23.75 ± 3.38 | 23.88 ± 3.35 | 22.42 ± 3.44 | < 0.001 |
Haemoglobin, g/dL | 13.65 ± 1.57 | 13.65 ± 1.56 | 13.67 ± 1.65 | 0.741 |
Fasting blood glucose, mg/dL | 102.24 ± 31.01 | 102.06 ± 30.04 | 104.08 ± 39.33 | 0.270 |
Total cholesterol, mg/dL | 197.56 ± 49.95 | 198.4 ± 50.7 | 188.6 ± 40.9 | < 0.001 |
Serum creatinine, mg/dL | 1.01 ± 0.91 | 1.00 ± 0.88 | 1.13 ± 1.17 | 0.117 |
Comorbidities and factors associated with severe exacerbations
Impact of multimorbidity on severe exacerbations
Univariate analysis | Multivariable analysis for no. of comorbid diseases | Multivariable analysis for no. of comorbidity groups | |||||||
---|---|---|---|---|---|---|---|---|---|
OR | 95% CI | p | OR | 95% CI | p | OR | 95% CI | p | |
Entire cohort* | |||||||||
No. of comorbid diseases (range, 0–12) | |||||||||
0 | Ref | < 0.001 | Ref | 0.019 | |||||
1 or 2 | 1.35 | (1.11 to − 1.65) | 1.24 | (1.01 to − 1.53) | |||||
3 or 4 | 1.54 | (1.25 to − 1.89) | 1.35 | (1.09 to − 1.68) | |||||
≥ 5 | 1.87 | (1.50 to − 2.32) | 1.40 | (1.12 to − 1.77) | |||||
No. of comorbidity groups (range, 0–5)*** | |||||||||
0 | Ref | < 0.001 | Ref | 0.001 | |||||
1 or 2 | 1.34 | (1.10 to − 1.62) | 1.22 | (1.00 to − 1.49) | |||||
3 or 4 | 1.70 | (1.39 to − 2.08) | 1.44 | (1.16 to − 1.77) | |||||
5 | 3.26 | (1.77 to − 5.99) | 2.20 | (1.16 to − 4.18) | |||||
Health-screening cohort** | |||||||||
No. of comorbid diseases (range, 0–12) | |||||||||
0 | Ref | 0.004 | Ref | 0.002 | |||||
1 or 2 | 1.59 | (1.09 to − 2.31) | 1.63 | (1.22 to − 2.17) | |||||
3 or 4 | 1.82 | (1.24 to − 2.67) | 1.77 | (1.31 to − 2.38) | |||||
≥ 5 | 2.04 | (1.36 to − 3.07) | 1.78 | (1.28 to − 2.46) | |||||
No. of comorbidity groups (range, 0–5)*** | |||||||||
0 | Ref | < 0.001 | Ref | 0.001 | |||||
1 or 2 | 1.63 | (1.13 to − 2.36) | 1.68 | (1.26 to − 2.23) | |||||
3 or 4 | 1.96 | (1.34 to − 2.87) | 1.81 | (1.35 to − 2.44) | |||||
5 | 5.59 | (2.08 to − 14.98) | 2.23 | (1.01 to − 4.93) |