| Literature DB >> 26943928 |
Mónica Guerrero1, Ernesto Crisafulli2, Adamantia Liapikou3, Arturo Huerta1, Albert Gabarrús1, Alfredo Chetta2, Nestor Soler1, Antoni Torres1.
Abstract
BACKGROUND ANDEntities:
Mesh:
Year: 2016 PMID: 26943928 PMCID: PMC4778849 DOI: 10.1371/journal.pone.0150737
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
General characteristics of study cohort.
| Variables | Cohort of patients (N = 378) | Patients with 30-day readmission | Patients without 30-day readmission | p value |
|---|---|---|---|---|
| Age, years | 71.4 ± 10 | 72.2 ± 10.6 | 71.2 ± 9.9 | 0.475 |
| Male | 318 (84) | 60 (88) | 258 (83) | 0.306 |
| BMI, kg/m2 | 27.4 ± 5.4 | 27.3 ± 5.2 | 27.4 ± 5.4 | 0.915 |
| Smoking habit: Current/ No or Former,% | 39/61 | 25/75 | 42/58 | |
| FEV1,% predicted | 44.2 ± 16.9 | 39.2 ± 14 | 45.3 ± 17.3 | |
| FEV1/FVC | 48.6 ± 14.4 | 46.8 ± 14.8 | 49 ± 14.4 | 0.299 |
| GOLD stage: A/B/C/D,% | 3/30/48/19 | 0/17/60/23 | 3/33/45/19 | |
| LTOT | 104 (28) | 32 (47) | 72 (23) | |
| mMRC baseline dyspnea grade | 2 (1; 3) | 3 (2; 3) | 2 (1; 3) | |
| COPDSS severity questionnaire | 13 (8; 19) | 18 (13; 21) | 12 (7; 18) | |
| Charlson index | 2 (1; 3) | 2 (1; 4) | 2 (1; 3) | 0.130 |
| Ischemic heart disease | 26 (7) | 2 (3) | 24 (8) | 0.059 |
| Diabetes | 91 (24) | 20 (29) | 71 (23) | 0.262 |
| No of exacerbations | 0 (0; 1) | 1 (0; 2) | 0 (0; 1) | |
| No of patients with ≥2 exacerbations | 83 (22) | 26 (39) | 57 (19) | |
| No of exacerbations requiring hospitalization | 0 (0; 1) | 0 (0; 1) | 0 (0; 1) | |
| No of patients with ≥1 exacerbations requiring hospitalization | 114 (31) | 27 (40) | 87 (28) | 0.056 |
| No of previous days until exacerbation | 4 (2; 7) | 3 (2; 7) | 4 (2; 7) | |
| Salbutamol only | 12 (4) | 2 (3) | 10 (4) | >0.99 |
| Anticholinergic only | 18 (5) | 4 (6) | 14 (5) | 0.772 |
| LABA + Anticholinergic | 4 (1) | 0 (0) | 4 (2) | 0.584 |
| LABA + ICS | 9 (3) | 1 (1) | 8 (3) | 0.691 |
| Anticholinergic + ICS | 5 (2) | 1 (1) | 4 (2) | >0.99 |
| LABA + Anticholinergic + ICS | 109 (33) | 16 (24) | 93 (36) | 0.059 |
Data are shown as number of patients (%), means ± SD or medians (1st quartile; 3rd quartile), unless otherwise stated. Percentages are calculated on non-missing data.
Abbreviations: AECOPD: chronic obstructive pulmonary disease exacerbation; BMI, body mass index; FEV1, forced expiratory volume in the 1st second; FVC, forced vital capacity; LTOT, long-term oxygen therapy; mMRC, modified medical research council; COPDSS, COPD severity score questionnaire; LABA, long-acting β2 agonist; ICS, inhaled corticosteroids.
* Since index hospitalization.
† Data evaluated at least 6 months prior to index hospitalization.
‡ In a period of 1 year prior to index hospitalization.
LABA includes salmeterol, formoterol and indacaterol; Anticholinergic includes ipratropium and tiotropium; and ICS includes budesonide and fluticasone.
Fig 1Study flow diagram.
Abbreviations: AECOPD: chronic obstructive pulmonary disease exacerbation.
Clinical and laboratory variables recorded at admission and during clinical course of index hospitalization.
| Variables | Cohort of patients (N = 378) | Patients with 30-day readmission (N = 68) | Patients without 30-day readmission (N = 310) | p value |
|---|---|---|---|---|
| Respiratory rate, b/min | 24 (20; 28) | 24 (20; 28) | 24 (20; 28) | 0.952 |
| Heart rate, b/min | 93 (82; 105) | 91.5 (80; 104) | 94 (83; 105) | 0.296 |
| Temperature, °C | 36.3 (36; 36.9) | 36 (36; 36.6) | 36.4 (36; 37) | 0.085 |
| SBP, mmHg | 139 (123; 156) | 138 (123; 158) | 139 (126; 151) | 0.842 |
| DBP, mmHg | 75.5 (68; 86) | 76 (68; 87) | 73 (68; 84) | 0.096 |
| pH at admission | 7.39 (7.34; 7.43) | 7.38 (7.32; 7.43) | 7.39 (7.34; 7.43) | 0.121 |
| pH at day 3 | 7.41 (7.38; 7.44) | 7.38 (7.35; 7.41) | 7.42 (7.39; 7.44) | |
| PaCO2 at admission, mmHg | 47.3 (38.6; 58.3) | 51.0 (40.3; 65.6) | 46.0 (38.5; 57.6) | |
| PaCO2 at day 3, mmHg | 48 (41.3; 54.4) | 50.9 (41.1; 62) | 47.4 (41.3; 53) | 0.271 |
| PaO2/FiO2 at admission, mmHg | 262 (219; 315) | 258 (226; 317) | 263 (218; 314) | 0.987 |
| PaO2/FiO2 at day 3, mmHg | 280 (251; 316) | 280 (246; 312) | 280 (256; 319) | 0.517 |
| HCO3 at admission, mmol/L | 28 (24.7; 32.2) | 29 (24.5; 34.2) | 27.9 (24.7; 31.6) | 0.369 |
| HCO3 at day 3, mmol/L | 30 (27; 34.1) | 31 (26.8; 34.9) | 29.8 (27; 33.4) | 0.612 |
| BE at admission, mmol/L | 2.3 (-0.2; 5.6) | 2.4 (-0.9; 6.8) | 2.3 (-0.1; 5.2) | 0.958 |
| BE at day 3, mmol/L | 4.6 (2.2; 7.5) | 5.1 (1.5; 8.8) | 4.5 (2.6; 7.5) | 0.977 |
| Leucocytes at admission, x 109/l | 10.4 (7.7; 14) | 9.8 (8.1; 14.6) | 10.4 (7.7; 14) | 0.913 |
| Leucocytes at day 3, x 109/l | 10.6 (8.2; 13.2) | 10.4 (7; 13.3) | 10.7 (8.3; 13.1) | 0.442 |
| Haematocrit at admission,% | 43 (40; 47) | 42.5 (40; 45.5) | 44 (39; 47) | 0.140 |
| Haematocrit at day 3,% | 40 (37; 44) | 39.5 (36; 42.5) | 41 (37; 45) | |
| Haemoglobin at admission, g/L | 139 (126; 152) | 136 (125.5; 147.5) | 140 (126; 153) | 0.142 |
| Haemoglobin at day 3, g/L | 131 (118; 142) | 126 (118.5; 136.5) | 132 (118; 143) | 0.067 |
| C-reactive protein at admission, mg/dL | 3.8 (1.3; 10.4) | 3.2 (1.4; 8) | 3.9 (1.3; 10.5) | 0.272 |
| C-reactive protein at day 3, mg/dL | 1.2 (0.4; 3.6) | 1.8 (0.4; 4.3) | 1.1 (0.4; 3.4) | 0.366 |
| Glucose at admission, mg/dL | 125 (107; 159) | 125.5 (104; 165.5) | 124 (107; 155) | 0.933 |
| Glucose at day 3, mg/dL | 119 (97; 157) | 126 (103.5; 162.5) | 116 (96; 154) | 0.064 |
| Creatinine at admission, mg/dL | 0.9 (0.8; 1.1) | 0.9 (0.8; 1.2) | 0.9 (0.8; 1.1) | 0.624 |
| Creatinine at day 3, mg/dL | 0.9 (0.7; 1.2) | 0.9 (0.8; 1.2) | 0.9 (0.7; 1.1) | 0.681 |
| No of patients using systemic corticosteroids | 342 (92) | 65 (97) | 277 (91) | 0.092 |
| No of patients using antibiotics | 311 (88) | 58 (89) | 253 (87) | 0.660 |
| Duration of antibiotic treatment, days | 7 (5; 10) | 7 (5; 10) | 7 (5; 10) | 0.964 |
| Classes of antibiotics used | ||||
| Penicillins | 53 (18) | 10 (17) | 43 (18) | 0.945 |
| Fluoroquinolones | 156 (52) | 28 (48) | 128 (52) | 0.567 |
| Macrolides | 6 (2) | 2 (3) | 4 (2) | 0.325 |
| Cefalosporins | 10 (3) | 4 (7) | 6 (2) | 0.090 |
| Carbapenems | 1 (0.3) | 0 (0) | 1 (0.4) | >0.99 |
Data are shown as number of patients (%) or median (1st quartile; 3rd quartile), unless otherwise stated. Percentages are calculated on non-missing data.
Abbreviations: SBP and DBP indicate systolic and diastolic blood pressure respectively; PaCO2, partial arterial carbon dioxide pressure; PaO2/FiO2, ratio of partial arterial oxygen pressure to the fraction of inspired oxygen; HCO3, serum bicarbonate; BE, base excess.
Microbiological variables.
| Patients with a 30-day readmission (N = 68) | Patients without a 30-day readmission (N = 310) | p value | |
|---|---|---|---|
| Patients with positive cultures in sputum | 17 (25) | 62 (20) | 0.358 |
| Polymicrobial etiology | 1 (6) | 6 (10) | >0.99 |
| 3 (18) | 14 (23) | >0.99 | |
| 7 (41) | 14 (23) | 0.135 | |
| 1 (6) | 6 (10) | >0.99 | |
| 1 (6) | 1 (2) | 0.386 | |
| 0 (0) | 12 (19) | 0.060 | |
| 2 (12) | 2 (3) | 0.201 | |
| 1 (6) | 0 (0) | 0.215 | |
| 1 (6) | 1 (2) | 0.386 | |
| 0 (0) | 1 (2) | >0.99 | |
| 0 (0) | 2 (3) | >0.99 | |
| 0 (0) | 2 (3) | >0.99 | |
| Patients positive for Influenza A/H1N1 in naso-pharyngeal swab | 7 (21) | 20 (13) | 0.279 |
| 2 (29) | 0 (0) | 0.060 | |
| 2 (29) | 2 (10) | 0.269 | |
| 1 (14) | 6 (30) | 0.633 | |
| 1 (14) | 2 (10) | >0.99 | |
| 0 (0) | 2 (10) | >0.99 | |
| 0 (0) | 1 (5) | >0.99 |
Data are shown as number of patients (%).
* Percentages are calculated on total patients with nasopharyngeal swab in each group (N = 33 and N = 150 in the groups of patients with and without 30-day readmission respectively).
Significant univariate and multivariate Cox regression analyses predicting the probability of a 30-day readmission.
| Variable | Univariate | Multivariate | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI | p value | HR | 95% CI | p value | |
| Age ≥70 y | 1.72 | 1.01–2.92 | 0.045 | - | - | - |
| Smoking habit | 0.026 | - | - | - | ||
| No | 1 | - | - | - | - | - |
| Current | 0.43 | 0.13–1.46 | 0.17 | - | - | - |
| Former | 0.90 | 0.28–2.90 | 0.87 | - | - | - |
| Temperature (+1°C) | 0.74 | 0.53–1.03 | 0.072 | - | - | - |
| DBP (+1 mmHg) | 0.98 | 0.96–1.00 | 0.056 | - | - | - |
| No. of exacerbations ≥2 | 2.47 | 1.51–4.05 | <0.001 | 2.47 | 1.51–4.05 | <0.001 |
| No. of previous days until exacerbation (+1 days) | 0.93 | 0.87–0.99 | 0.017 | - | - | - |
| COPD-SS ≥15 | 2.68 | 1.62–4.45 | <0.001 | - | - | - |
| mMRC dyspnea score ≥ 2 | 2.81 | 1.29–6.12 | 0.009 | - | - | - |
| FEV1 <50% | 2.57 | 1.30–5.09 | 0.007 | - | - | - |
| Haematocrit (+1%) | 0.96 | 0.92–1.00 | 0.068 | - | - | - |
| Haemoglobin (+1 g/L) | 0.99 | 0.98–1.00 | 0.099 | - | - | - |
| pH (+0.1 units) | 0.73 | 0.54–0.98 | 0.033 | - | - | - |
| PaCO2 (+1 mmHg) | 1.02 | 1.00–1.03 | 0.009 | - | - | - |
| LOS (+1 day) | 1.04 | 1.01–1.07 | 0.003 | - | - | - |
* The p-value corresponds to differences between the three groups (non-smoker, current smoker, or former smoker).
† In a period of 1 year prior to index hospitalization.
‡ Evaluated at admission for index hospitalization index.
§ Data evaluated at least 6 months prior to index hospitalization.
Abbreviations: see Tables 1, 2 and 5.
Study Outcomes.
| Cohort of patients (N = 378) | Patients with 30-day readmission (N = 68) | Patients without 30-day readmission (N = 310) | p value | |
|---|---|---|---|---|
| LOS, days | 8.7 ± 5.6 8 (6; 10) | 10.4 ± 6.7 9 (6.5; 13) | 8.3 ± 5.3 7 (5; 10) | |
| NIMV | 82 (22) | 17 (25) | 65 (21) | 0.473 |
| IMV | 14 (4) | 3 (4) | 11 (4) | 0.724 |
| ICU admission | 45 (12) | 8 (12) | 37 (12) | >0.99 |
| 30-day mortality | 5 (1) | 3 (5) | 2 (1) | |
| Time to death (days) | 28.8 ± 2.2 30 (29; 30) | 28 ± 2.7 29 (25; 30) | 30 ± 0 30 (30; 30) | 0.20 |
| 6-month mortality | 44 (13) | 17 (27) | 27 (10) | |
| Time to death (days) | 124.5 ± 52.6 127 (78; 182.5) | 101.2 ± 52.6 109 (56; 139) | 139.1 ± 47.9 162 (86; 182.5) | |
| 1-year mortality | 71 (21) | 23 (37) | 48 (17) | |
| Time to death (days) | 204.3 ± 109.4 198 (109; 313) | 157 ± 106.9 124 (66; 237) | 223.9 ± 104.4 209 (143; 332) | |
| 3-year mortality | 133 (48) | 37 (67) | 96 (43) | |
| Time to death (days) | 470.5 ± 324.4 406 (189; 739) | 382 ± 326.6 250 (111; 648) | 504.6 ± 318.7 445 (209; 748.5) |
Data are shown as number of patients (%), mean ± SD or median (1st quartile; 3rd quartile), unless otherwise stated. Percentages are calculated on non-missing data.
Abbreviations: LOS indicates length of stay in hospital; NIMV and IMV, noninvasive and invasive mechanical ventilation; ICU, intensive care unit.
* Percentages calculated on patients in the follow-up at 3 years (N = 55 and N = 222 in the group of patients with and without a 30-day readmission respectively).
The relative risks, absolute relative risks and number needed to harm of the events (mortality in the follow-up period at30 days, 6 months, 1 year and 3 years).
| Estimate of RR [95%CI] | Estimate of ARR [95%CI] | Estimate of NNH [95%CI] | |
|---|---|---|---|
| 30-day mortality | 6.67 [1.14 to 39.07] | -0.04 | 25 |
| 6-month mortality | 2.80 [1.63 to 4.81] | -0.17 [-0.30 to -0.07] | 6 [3 to 14] |
| 1-year mortality | 2.13 [1.41 to 3.23] | -0.19 [-0.32 to -0.08] | 6 [3 to 13] |
| 3-year mortality | 1.56 [1.23 to 1.97] | -0.24 [-0.37 to -0.09] | 5 [3 to 11] |
* Sample interpretation: in patients with a 30-day readmission, the estimated absolute increase in mortality risk at 30 days was 4%.
† Sample interpretation: for every 25 patients readmitted, one death was caused within 30 days.
Abbreviations: RR, relative risk; CI, confidence interval; ARR, absolute relative risk; NNH, number needed to harm.
General characteristics of patients lost to follow-up (1 year follow-up).
| Variables | Patients considered for the study (N = 351) | Patients lost to 1-year follow-up (N = 27) | p value |
|---|---|---|---|
| Age, years | 71.4 ± 10.0 | 71.2 ± 10.0 | 0.992 |
| Male | 297 (85) | 21 (78) | 0.349 |
| BMI, kg/m2 | 27.4 ± 5.5 | 27.3 ± 5.4 | 0.866 |
| Smoking habit: Current/No or Former, % | 37/63 | 67/33 | |
| FEV1, % predicted | 43.7 ± 16.5 | 51.2 ± 20.2 | 0.075 |
| FEV1/FVC | 48.8 ± 14.6 | 46.3 ± 11.9 | 0.499 |
| GOLD stage: A/B/C/D, % | 3/29/49/19 | 8/46/27/19 | 0.071 |
| LTOT | 100 (28.5) | 4 (14.8) | 0.125 |
| mMRC baseline dyspnea grade | 2 (1; 3) | 1.5 (1; 2) | |
| COPDSS severity questionnaire | 14 (9; 19) | 10 (5; 14) | |
| Charlson index | 2 (1; 3) | 2 (1; 3) | 0.558 |
| Salbutamol only | 12 (4) | 0 (0) | >0.99 |
| Anticholinergic only | 15 (5) | 3 (15) | 0.087 |
| LABA + Anticholinergic | 4 (1) | 0 (0) | >0.99 |
| LABA + ICS | 8 (3) | 1 (5) | 0.435 |
| Anticholinergic + ICS | 4 (1.3) | 1 (5) | 0.271 |
| LABA + Anticholinergic + ICS | 103 (33) | 6 (30) | 0.759 |
Abbreviations: see Table 1.
Fig 2Kaplan-Meier survival curves in the follow-up period: at 30 days (part A), 6 months (part B), 1 year (part C), and 3 years (part D) from discharge after initial hospitalization.
Continuous and dashed lines represent patients with and without 30-day readmission for AECOPD respectively.
Significant univariate and multivariate Cox regression analyses predicting the probability of death at 1 year.
| Variable | Univariate | Multivariate | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI | p value | HR | 95% CI | p value | |
| Age ≥70 y | 2.17 | 1.26–3.74 | 0.005 | - | - | - |
| Men | 2.13 | 0.92–4.90 | 0.077 | |||
| BMI | 0.041 | - | - | - | ||
| Underweight: <18.5 kg/m2 | 1.07 | 0.25–4.56 | 0.92 | - | - | - |
| Normal weight: ≥18.5 and <25 kg/m2 | 1 | - | - | - | - | - |
| Pre-obese: ≥25 and <30 kg/m2 | 0.42 | 0.21–0.84 | 0.014 | - | - | - |
| Obese: ≥30 kg/m2 | 0.44 | 0.20–0.96 | 0.039 | - | - | - |
| Smoking habit | <0.001 | - | - | - | ||
| No | 1 | - | - | - | - | - |
| Current | 0.25 | 0.07–0.91 | 0.035 | - | - | - |
| Former | 0.94 | 0.30–3.02 | 0.92 | - | - | - |
| Temperature (+1°C) | 0.75 | 0.54–1.03 | 0.071 | - | - | - |
| No of exacerbations ≥2 | 2.26 | 1.38–3.69 | 0.001 | 3.62 | 1.70–7.70 | 0.007 |
| No of exacerbations requiring hospitalization ≥2 | 2.61 | 1.51–4.52 | 0.001 | - | - | - |
| COPD-SS ≥15 | 4.22 | 2.47–7.21 | <0.001 | - | - | - |
| Charlson index ≥3 | 1.66 | 1.04–2.66 | 0.034 | - | - | - |
| mMRC dyspnea score ≥ 2 | 5.22 | 1.84–14.81 | 0.002 | 4.71 | 1.40–15.82 | 0.012 |
| FEV1 <50% | 3.29 | 1.56–6.93 | 0.002 | - | - | - |
| FVC <50% | 2.09 | 1.16–3.78 | 0.015 | - | - | - |
| Haematocrit (+1%) | 0.96 | 0.92–1.00 | 0.067 | - | - | - |
| Haemoglobin (+1 gr/L) | 0.99 | 0.98–1.00 | 0.030 | - | - | - |
| pH (+0.1 units) | 0.70 | 0.52–0.93 | 0.015 | - | - | - |
| PaCO2 (+1 mmHg) | 1.02 | 1.01–1.03 | <0.001 | 1.02 | 1.01–1.04 | 0.005 |
| 30-day readmission for AECOPD | 2.58 | 1.57–4.24 | <0.001 | 2.48 | 1.10–5.59 | 0.029 |
| LOS (+1 day) | 1.06 | 1.04–1.09 | <0.001 | - | - | - |
* The p-value corresponds to differences between the four groups (underweight: <18.5 kg/m2, normal weight: ≥18.5 and <25 kg/m2, pre-obese: ≥25 and <30 kg/m2, or obese: ≥30 kg/m2).
† The p-value corresponds to differences between the three groups (non-smoker, current smoker, or former smoker).
‡ In a period of 1 year prior to index hospitalization.
§ Evaluated at admission for index hospitalization.
** Data evaluated at least 6 months prior to index hospitalization.
Abbreviations: see Tables 1, 2 and 5.