| Literature DB >> 26930405 |
Austin Chin Chwan Ng1, Dona Adikari1, David Yuan1, Jerrett K Lau1, Andy Sze Chiang Yong1, Vincent Chow1, Leonard Kritharides1.
Abstract
BACKGROUND: Symptomatic pulmonary embolism (PE) is a major cause of cardiovascular death and morbidity. Estimated prevalence and incidence of atrial fibrillation (AF) in developed countries are between 388-661 per 100,000, and 90-123 per 100,000 person-years respectively. However, the prevalence and incidence of AF in patients presenting with an acute PE and its predictors are not clear.Entities:
Mesh:
Year: 2016 PMID: 26930405 PMCID: PMC4773188 DOI: 10.1371/journal.pone.0150448
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Study flow chart.
The flow chart shows the derivation of the three study groups.
Fig 2Cumulative incidence of AF following acute PE.
The graph shows cumulative proportions of patients in percentages who developed subsequent atrial fibrillation (AF) following the index acute pulmonary embolism (PE). Patients who died during follow up were censored and accounted for in deriving the numbers of at risk patients.
Baseline characteristics.
| Parameters | Group 1 No AF (N = 809) | Group 2 Baseline AF (N = 207) | Group 3 Subsequent AF (N = 126) |
|---|---|---|---|
| Age, years | 63.5 ± 17.2 | 77.5 ± 9.7 | 74.4 ± 11.4 |
| Males, no. (%) | 362 (45) | 84 (41) | 64 (51) |
| Recorded DVT during admission, no. (%) | 184 (23) | 34 (16) | 27 (21) |
| Length of hospital stay, days | 7.1 ± 6.2 | 9.6 ± 8.0 | 8.3 ± 5.1 |
| Echocardiogram during admission, no. (%) | 308 (38) | 110 (53) | 59 (47) |
| Ventilation-perfusion scintigraphy, no. (%) | 536 (66) | 155 (75) | 110 (87) |
| High probability, no. (%) | 476 (59) | 142 (69) | 86 (68) |
| Intermediate probability, no. (%) | 47 (6) | 9 (4) | 18 (14) |
| CT pulmonary angiogram, no. (%) | 355 (44) | 77 (37) | 36 (29) |
| Main pulmonary artery, no. (%) | 127 (16) | 21 (10) | 9 (7) |
| Segmental and sub-segmental, no. (%) | 306 (37) | 65 (31) | 27 (21) |
| Both imaging modalities used | 85 (11) | 24 (12) | 19 (15) |
| Heart rate, beats/minute | 88.2 ± 21.2 | 89.0 ± 21.2 | 88.2 ± 21.2 |
| Systolic blood pressure, mmHg | 138.9 ± 24.2 | 140.2 ± 23.0 | 140.0 ± 25.2 |
| Oxygen saturation, % | 95.5 ± 4.4 | 95.5 ± 3.8 | 95.2 ± 4.8 |
| Presyncope | 88 (11) | 24 (12) | 12 (10) |
| Syncope | 48 (6) | 15 (7) | 3 (2) |
| Chest pain | 443 (55) | 106 (51) | 71 (56) |
| Dyspnea | 553 (69) | 130 (63) | 83 (66) |
| Cardiovascular disease | 188 (23) | 169 (82) | 58 (46) |
| Prior myocardial infarction | 105 (13) | 39 (19) | 32 (25) |
| Prior CABG or PCI | 35 (4) | 17 (8) | 9 (7) |
| Congestive cardiac failure | 44 (5) | 51 (25) | 19 (15) |
| Valvular heart disease | 13 (2) | 10 (5) | 3 (2) |
| Peripheral vascular disease | 68 (8) | 21 (10) | 16 (13) |
| Stroke | 19 (2) | 11 (5) | 4 (3) |
| Prosthetic valve | 2 (0.2) | 7 (3) | 1 (1) |
| Hypertension | 148 (18) | 61 (30) | 46 (37) |
| Hyperlipidemia | 68 (8) | 15 (7) | 22 (18) |
| Diabetes | 91 (11) | 31 (15) | 28 (22) |
| Current smoker | 77 (10) | 6 (3) | 13 (10) |
| Ex-smoker | 136 (17) | 40 (19) | 27 (21) |
| Malignancy | 184 (23) | 40 (19) | 23 (18) |
| Chronic pulmonary disease | 78 (10) | 17 (8) | 17 (13) |
| Obstructive sleep apnea | 8 (1) | 1 (0.5) | 4 (3.2) |
| Dementia | 28 (4) | 16 (8) | 0 (0) |
| Parkinson’s disease | 12 (2) | 3 (1) | 2 (2) |
| Chronic renal disease | 37 (5) | 18 (9) | 4 (3) |
| Charlson Comorbidity Index score | 2.9 ± 3.4 | 3.9 ± 3.2 | 3.5 ± 2.8 |
Plus-minus values indicate mean ± standard deviation.
AF, atrial fibrillation; CT, computed tomography; CABG, coronary artery bypass grafting; PCI, percutaneous coronary intervention; DVT, deep vein thrombosis; PE, pulmonary embolism.
* p<0.05 compared to Group 1 (control group)
† p<0.05 compared to Group 2 (baseline AF group).
Baseline blood profiles and medications.
| Parameters | Group 1 No AF (N = 809) | Group 2 Baseline AF (N = 207) | Group 3 Subsequent AF (N = 126) |
|---|---|---|---|
| Day-1 sodium, mmol/L | 139.0 ± 3.6 | 138.1 ± 4.5 | 138.1 ± 4.8 |
| Day-1 eGFR, ml/min/1.74m2 | 83.6 ± 33.9 | 66.3 ± 27.9 | 73.9 ± 26.2 |
| Day-1 hemoglobin, g/L | 130.5 ± 20.1 | 126.5 ± 19.5 | 129.3 ± 18.1 |
| INR at time of hospital discharge | 2.1 ± 0.8 | 2.4 ± 0.8 | 2.2 ± 0.7 |
| Warfarin | 65 (8) | 18 (9) | 4 (3) |
| Enoxaparin | 29 (4) | 5 (2) | 2 (2) |
| NOACs | 1 (0.1) | 0 | 0 |
| Aspirin | 169 (21) | 46 (22) | 29 (23) |
| Clopidogrel | 43 (5) | 9 (4) | 9 (7) |
| Statins | 203 (25) | 48 (23) | 32 (25) |
| Beta-blocker | 138 (17) | 36 (17) | 19 (15) |
Plus-minus values indicate mean ± standard deviation.
NOACs, non-vitamin K antagonist oral anticoagulants (include dabigatran, rivaroxaban and apixaban); INR, international normalized ratio; Estimated glomerular filtration rate (eGFR) = 186 x ([SCR/88.4]-1.154) x (age)-0.203 x (0.742 if female), where estimated GFR = estimated glomerular filtration rate (ml/min/1.73m2), SCR = serum creatinine concentration (μmol/L), and age is expressed in years.
* p<0.05 compared to Group 1 (control group)
† p<0.05 compared to Group 2 (baseline AF group).
Multivariable independent predictors for subsequent AF following acute PE presentation.
| Multivariable modelling | Hazard ratio | 95% CI | |
|---|---|---|---|
| Age, per-1-year increase | 1.06 | 1.04–1.08 | <0.001 |
| Prior myocardial infarction | 1.21 | 0.74–1.97 | 0.45 |
| Prior CABG or PCI | 0.85 | 0.39–1.87 | 0.68 |
| Congestive cardiac failure | 1.88 | 1.12–3.16 | 0.02 |
| Hypertension | 0.84 | 0.54–1.30 | 0.43 |
| Hyperlipidemia | 1.16 | 0.68–1.98 | 0.58 |
| Diabetes | 1.72 | 1.07–2.77 | 0.02 |
| Chronic pulmonary disease | 1.21 | 0.71–2.07 | 0.48 |
| Obstructive sleep apnea | 4.83 | 1.48–15.8 | 0.009 |
| Day-1 sodium, per-1mmol/L increase | 0.94 | 0.90–0.98 | 0.002 |
| Day-1 eGFR, per-1ml/min/1.74m2 increase | 1.00 | 1.00–1.01 | 0.52 |
| Day-1 sodium, per-1mmol/L increase | 1.00 | 0.99–1.01 | 0.53 |
AF, atrial fibrillation; CABG, coronary artery bypass grafting; PCI, percutaneous coronary intervention; PE, pulmonary embolism; Estimated glomerular filtration rate (eGFR) = 186 x ([SCR/88.4]-1.154) x (age)-0.203 x (0.742 if female), where estimated GFR = estimated glomerular filtration rate (ml/min/1.73m2), SCR = serum creatinine concentration (μmol/L), and age is expressed in years.
* Only univariables with p<0.10 were included in the multivariable analysis. The C statistic in predicting subsequent AF following acute PE for the multivariable model that included the variables age, congestive cardiac failure, diabetes, obstructive sleep apnea and day-1 serum sodium level was 0.76 (95% confidence interval [CI] 0.72–0.80, p<0.001). The proportional-hazards assumption was satisfied for each independent variables.
Unadjusted all-cause mortality.
| Mortality, no. (%, 95% CI) | Group 1 No AF (N = 809) | Group 2 Baseline AF (N = 207) | Group 3 Subsequent AF (N = 126) |
|---|---|---|---|
| In-hospital | 28 (3.5, 2.4–5.0) | 9 (4.3, 2.3–8.1) | 0 (0) |
| 30-day | 39 (4.8, 3.6–6.5) | 15 (7.2, 4.5–11.6) | 0 (0) |
| 3-month | 68 (8.4, 6.7–10.5) | 25 (12.1, 8.3–17.2) | 8 (6.3, 3.3–12.0) |
| 6-month | 98 (12.1, 10.0–14.5) | 32 (15.5, 11.2–21.0) | 10 (7.9, 4.4–14.0) |
| 1-year | 135 (16.7, 14.2–19.4) | 49 (23.7, 18.4–30.0) | 12 (9.5, 5.6–15.9) |
| 3-year | 206 (25.5, 22.6–28.6) | 75 (36.2, 30.0–43.0) | 25 (19.8, 13.8–27.7) |
| 5-year | 239 (29.5, 26.5–32.8) | 94 (45.4, 28.8–52.2) | 44 (34.9, 27.2–43.6) |
| 283 (35.0, 31.8–38.3) | 119 (57.5, 50.7–64.0) | 76 (60.3, 51.6–68.4) |
AF, atrial fibrillation; CI, confidence interval.
Fig 3Unadjusted Kaplan-Meier survival curves.
The unbroken line (Group 1) shows the survival curve of patients with no atrial fibrillation (AF) at baseline of index PE admission or during study follow-up period. The thick broken line represents patients with known AF at index PE admission (Group 2), and the dotted line represents patients who developed subsequent AF following index PE admission (Group 3). The survival curves differed significantly across all three groups (p<0.001).