| Literature DB >> 31048446 |
Wallace Chow1, Christopher Wong1, Jerrett K Lau1, Vincent Chow1, Leonard Kritharides1, Austin C C Ng1.
Abstract
OBJECTIVES: Anaemia is associated with increased mortality in acute pulmonary embolism (PE) patients. However, prior studies have not examined the prognostic impact of trends in plasma haemoglobin during admission. This study investigates the impact of changes in haemoglobin level on mortality during hospital stay in acute PE. STUDYEntities:
Keywords: Haemoglobin; anaemia; mortality; pulmonary embolism; transfusion
Year: 2019 PMID: 31048446 PMCID: PMC6502010 DOI: 10.1136/bmjopen-2018-027112
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1Study cohort derivation. Figure illustrates the derivation of the study cohort and the subsequent stratification into the four haemoglobin fluctuation pattern study groups. Group 1: normal (patients without anaemia on presentation and throughout admission); group 2: transient anaemia (anaemia on presentation, then normalised during admission); group 3: acquired anaemia (normal haemoglobin levels on presentation, then declined to levels below normal during admission); group 4: persistent anaemia (patients with persistent anaemia at baseline and throughout admission).
Baseline characteristics of the study cohort
| Study cohort | Normal | Transient anaemia | Acquired anaemia | Persistent anaemia | |
| (n=1099) | Group 1 (n=576) | Group 2 (n=65) | Group 3 (n=122) | Group 4 (n=336) | |
| Parameters | |||||
| Age, years | 73 (60–81) | 69 (54–79) | 74 (63–85)* | 76 (66–84)* | 75 (67–83)* |
| Male | 503 (46) | 245 (43) | 23 (35) | 53 (43) | 182 (54)*†‡ |
| Concomitant DVT | 239 (22) | 117 (20) | 13 (20) | 40 (33)* | 69 (21)‡ |
| Length of stay, days | 7 (5–11) | 7 (5–9) | 7 (6–11) | 10 (6–13) | 8 (6–13) |
| Imaging modality | |||||
| Ventilation-perfusion scintigraphy | 818 (74) | 443 (77) | 51 (78) | 87 (71) | 237 (71) |
| CTPA | 396 (36) | 204 (35) | 17 (26) | 51 (42) | 124 (37) |
| Both imaging modalities used | 115 (10) | 69 (12) | 3 (5) | 17 (14) | 26 (8) * |
| Comorbidities§ | |||||
| Cardiovascular disease | |||||
| Ischaemic heart disease | 201 (18) | 80 (14) | 21 (32)* | 23 (19) † | 77 (23) * |
| Stroke | 35 (3) | 18 (3) | 1 (2) | 1 (1) | 15 (4) |
| Heart failure | 144 (13) | 51 (9) | 15 (23)* | 21 (17)* | 57 (17)* |
| Atrial fibrillation/flutter | 174 (16) | 85 (15) | 16 (25) | 18 (15) | 55 (16) |
| Valvular heart disease | 25 (2) | 6 (1) | 4 (6)* | 6 (5)* | 9 (3) |
| Cardiac risk factors | |||||
| Hypertension | 282 (26) | 134 (23) | 18 (28) | 26 (21) | 104 (31)*‡ |
| Hyperlipidaemia | 113 (10) | 61 (11) | 12 (18) | 8 (7) | 32 (10) |
| Diabetes | 154 (14) | 58 (10) | 11 (17) | 19 (16) | 66 (20)* |
| Current smoker | 91 (8) | 59 (10) | 3 (5) | 11 (9) | 18 (5)* |
| Ex-smoker | 191 (17) | 96 (17) | 9 (14) | 23 (19) | 63 (19) |
| Non-cardiac comorbidities | |||||
| Malignancy | 250 (23) | 77 (13) | 14 (22) | 33 (27) * | 126 (38)*†‡ |
| Chronic pulmonary disease | 140 (13) | 74 (13) | 3 (5) | 18 (15) | 45 (13) |
| Neurodegenerative disease | 73 (7) | 33 (6) | 6 (9) | 11 (9) | 23 (7) |
| Chronic renal disease | 69 (6) | 10 (2) | 5 (8)* | 7 (6)* | 47 (14)*‡ |
Continuous variables are expressed as medians with IQR in brackets; all other categorical variables represent numbers of patients with values in brackets representing percentages.
Group 1: normal (patients without anaemia on presentation and throughout admission); group 2: transient anaemia (anaemia on presentation, then normalised during admission); group 3: acquired anaemia (normal haemoglobin levels on presentation, then declined to levels below normal during admission); group 4: persistent anaemia (patients with persistent anaemia at baseline and throughout admission). In this study, anaemia is defined as haemoglobin level <130 g/L for men and <120 g/L for women.
*p<0.05 compared with group 1.
†p<0.05 compared with group 2.
‡p<0.05 compared with group 3.
§Neurodegenerative disease includes dementia and Parkinson’s disease.
CTPA, CT pulmonary angiography; DVT, deep vein thrombosis.
Haemodynamic, blood and medication profiles of study cohorts during admission
| Parameters | Study cohort | Normal | Transient anaemia | Acquired anaemia | Persistent anaemia |
| (n=1099) | Group 1 (n=576) | Group 2 (n=65) | Group 3 (n=122) | Group 4 (n=336) | |
| Haemodynamic profile at admission | |||||
| Heart rate, beats/min | 87 (74–102) | 87 (74–101) | 76 (66–95)* | 92 (80–108)*† | 88 (75–100)†‡ |
| Heart rate >110 beats/min | 149 (15) | 73 (13) | 7 (12) | 25 (22) | 44 (15) |
| Systolic BP, mm Hg | 140 (122–157) | 141 (127–159) | 139 (120–157) | 135 (120–158)* | 134 (118–154)* |
| Systolic BP<100 mm Hg | 35 (3) | 10 (2) | 1 (2) | 7 (6)* | 17 (6)* |
| Oxyhaemoglobin saturation, % | 96 (94–98) | 96 (94–98) | 96 (94–98) | 96 (94–98) | 96 (93–98) * |
| sPESI score | 1.0 (0–2) | 1.0 (0–1) | 1.0 (0–2) | 1.0 (1–2)*† | 1.0 (1–2)† |
| sPESI>0 | 706 (64) | 308 (53) | 42 (65) | 92 (75)* | 264 (79)*† |
| Shock index>0.7§ | 347 (35) | 176 (32) | 15 (26) | 47 (41) | 109 (38) |
| Blood profile during admission | |||||
| Day 1 sodium, mmol/L | 139 (137–141) | 139 (137–141) | 139 (135–140)* | 139 (137–141)* | 138 (135–141)* |
| Day 1 eGFR, mL/min/1.73 m2 | 75 (56–94) | 80 (64–97) | 73 (54–95)* | 70 (48–86)* | 66 (43–90)* |
| Day 1 INR | 1.1 (1.0–1.2) | 1.1 (1.0–1.1) | 1.1 (1.0–1.2)* | 1.1 (1.0–1.2)* | 1.1 (1.0–1.3)* |
| Day 1 haemoglobin, g/L | 130 (116–142) | 141 (133–149) | 117 (111–124)* | 132 (126–138)*† | 109 (99–116)*†‡ |
| Last or day 7 haemoglobin, g/L | 128 (115–141) | 139 (132–150) | 129 (124–135)* | 119 (114–125)*† | 108 (101–116)*†‡ |
| Blood transfusion during admission | 71 (6) | 0 (0) | 6 (9)* | 3 (2)* | 62 (18)*‡ |
| Blood transfusion during day 1 to 7 | 60 (5) | 0 (0) | 6 (9)* | 2 (2)*† | 52 (15)*‡ |
| Admission medication use¶ | |||||
| Aspirin | 239 (24) | 117 (21) | 16 (28) | 30 (26) | 76 (26) |
| Clopidogrel | 53 (5) | 25 (5) | 4 (7) | 5 (4) | 19 (7) |
| Thrombolysis | 5 (0) | 0 (0) | 0 (0) | 0 (0) | 5 (2)* |
| Warfarin | 86 (9) | 43 (8) | 8 (14) | 9 (8) | 26 (9) |
| Enoxaparin | 33 (3) | 13 (2) | 1 (2) | 5 (4) | 14 (5) |
| DOACs | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 0 (0) |
Continuous variables expressed as median with IQR in brackets; all other categorical variables represent numbers of patients with values in brackets representing percentages.
Group 1: normal (patients without anaemia on presentation and throughout admission); group 2: transient anaemia (anaemia on presentation, then normalised during admission); group 3: acquired anaemia (normal haemoglobin levels on presentation, then declined to levels below normal during admission); group 4: persistent anaemia (patients with persistent anaemia at baseline and throughout admission). In this study, anaemia is defined as haemoglobin level <130 g/L for men and <120 g/L for women.
*p<0.05 compared with group 1.
†p<0.05 compared with group 2.
‡p<0.05 compared with group 3.
§Shock index=heart rate divided by systolic BP (index >0.7 signify haemodynamic compromise).
¶The admission medication use represents pre-existing medications patients were already taking at time of PE presentation, except for thrombolysis which was treatment given at the time of patient’s index PE admission. Number of patients with missing data: aspirin (group 1=31; group 2=9; group3=8; group 4=48); clopidogrel (group 1=31; group 2=9; group 3=8; group 4=48); thrombolysis (group 1=32; group 2=9; group 3=8; group 4=49); warfarin (group 1=31; group 2=9; group 3=8; group 4=49); Enoxaparin (group 1=31; group 2=9; group 3=8; group 4=48); DOACs (group 1=38; group 2=9; group 3=12; group 4=60).
BP, blood pressure; DOACs, direct-acting oral anticoagulants including dabigatran, rivaroxaban, and apixaban; eGFR, 186 x ([SCR/88.4]−1.154) x (age)−0.203 x (0.742 if female), where eGFR is estimated glomerular filtration rate (mL/min/1.73 m2), SCR is serum creatinine concentration (µmol/L) and age is expressed in years; INR, international normalised ratio; sPESI, simplified Pulmonary Embolism Severity Index (sPESI score incorporates age, history of malignancy, heart failure/chronic lung disease, heart rate ≥110 beats/min, systolic BP <100 mm Hg and oxyhaemoglobin saturation <90%).
Impact of persistent anaemia on 6 month all-cause mortality
| Multivariable analysis* | Model 1 aHR (95% CI) | P value | Model 2 aHR (95% CI) | P value |
| Normal haemoglobin (Group 1) | 1.00 (reference) | – | 1.00 (reference) | – |
| Transient anaemia (Group 2) | 1.16 (0.51 to 2.66) | 0.72 | 1.06 (0.41 to 2.73) | 0.90 |
| Acquired anaemia (Group 3) | 1.03 (0.53 to 2.01) | 0.92 | 1.10 (0.56 to 2.15) | 0.78 |
| Persistent anaemia (Group 4) | 1.97 (1.26 to 3.09) | 0.003 | 1.90 (1.21 to 2.99) | 0.005 |
Group 1: normal (patients without anaemia on presentation and throughout admission); group 2: transient anaemia (anaemia on presentation, then normalised during admission); group 3: acquired anaemia (normal haemoglobin levels on presentation, then declined to levels below normal during admission); group 4: persistent anaemia (patients with persistent anaemia at baseline and throughout admission).
*Cox proportional hazards regression method was used for multivariable analysis. Model 1 includes the whole study cohort (n=1099). Only univariables with p<0.05 (including haemoglobin groups, hypertension, hyperlipidaemia, sPESI, day 1 serum sodium and INR, and blood transfusion during admission) were included in the multivariable analysis (see online supplementary table S4 and table 4 for full univariable and multivariable analyses results). Model 2 included only patients who did not receive blood transfusion during admission (n=1028). Univariables with p<0.05 (including haemoglobin groups, stroke, sPESI, day 1 serum sodium and INR) were included in the multivariable analysis (see online supplementary table S5 and table 5 for full univariable and multivariable analyses results).
aHR, adjusted HR; INR, international normalised ratio; sPESI, simplified Pulmonary Embolism Severity Index (incorporates age, history of malignancy, heart failure/chronic lung disease, heart rate ≥110 beats/min, systolic blood pressure <100 mm Hg and oxyhaemoglobin saturation <90%).
Multivariable independent predictors for 6 month all-cause mortality
| Variables* | Adjusted hazard ratio (95% CI) | P value |
| Hypertension | 0.55 (0.34 to 0.90) | 0.02 |
| Hyperlipidaemia | 0.58 (0.23 to 1.47) | 0.25 |
| sPESI score (≥1) | 5.56 (2.79 to 11.1) | <0.001 |
| Day 1 sodium (≤138.5 mmol/L) | 2.19 (1.50 to 3.18) | <0.001 |
| Day 1 INR (≥1.2) | 1.76 (1.21 to 2.54) | 0.003 |
| Blood transfusion during admission | 1.79 (1.10 to 2.91) | 0.02 |
| Normal haemoglobin (Group 1) | 1.00 (reference) | – |
| Transient anaemia (Group 2) | 1.16 (0.51 to 2.66) | 0.72 |
| Acquired anaemia (Group 3) | 1.03 (0.53 to 2.01) | 0.92 |
| Persistent anaemia (Group 4) | 1.97 (1.26 to 3.09) | 0.003 |
*Only univariables with p<0.05 were included during multivariable modelling (see online supplementary table S4 for univariable analysis).
BP, blood pressure; INR, international normalised ratio; sPESI, simplified Pulmonary Embolism Severity Index (sPESI score incorporates age, history of malignancy, heart failure/chronic lung disease, heart rate ≥110 beats/min, systolic BP <100 mm Hg and oxyhaemoglobin saturation <90%).
Figure 2Adjusted survival curve analysis based on haemoglobin groups (Model 1). Figure shows the adjusted survival analysis of the study cohort (n=1099), stratified into the four haemoglobin fluctuation pattern groups. The survival analysis is adjusted for hypertension, hyperlipidaemia, sPESI, day 1 serum sodium, INR and whether patients received blood transfusion during admission (based on multivariable Model 1 in table 5). Compared with the control group (group 1: patients without anaemia on presentation and throughout admission), the persistent anaemia group (group 4: patients with persistent anaemia at baseline and throughout admission) survival was significantly worse at 6 months (HR 1.97, 95% CI 1.26 to 3.09, p=0.003). Hb, haemoglobin; INR, international normalised ratio; sPESI, simplified Pulmonary Embolism Severity Index (sPESI score incorporates age, history of malignancy, heart failure/chronic lung disease, heart rate ≥110 beats/min, systolic blood pressure <100 mm Hg and oxyhaemoglobin saturation <90%).
Multivariable independent predictors for 6 month all-cause mortality (non-transfused cohort, n=1028)
| Variables* | Adjusted hazard ratio (95% CI) | P value |
| Stroke | 1.38 (0.60 to 3.19) | 0.45 |
| sPESI score (≥1) | 5.02 (2.51 to 10.0) | <0.001 |
| Day 1 sodium (≤138.5 mmol/L) | 2.37 (1.56 to 3.61) | <0.001 |
| Day 1 INR (≥1.2) | 1.71 (1.14 to 2.57) | 0.01 |
| Normal haemoglobin (Group 1) | 1.00 (reference) | – |
| Transient anaemia (Group 2) | 1.06 (0.41 to 2.73) | 0.90 |
| Acquired anaemia (Group 3) | 1.10 (0.56 to 2.15) | 0.78 |
| Persistent anaemia (Group 4) | 1.90 (1.21 to 2.99) | 0.005 |
*Only univariables with p<0.05 were included during multivariable modelling (see online supplementary table S5 for univariable analysis).
BP, blood pressure; INR, international normalised ratio; sPESI, simplified Pulmonary Embolism Severity Index (sPESI score incorporates age, history of malignancy, heart failure/chronic lung disease, heart rate ≥110 beats/min, systolic BP <100 mm Hg and oxyhaemoglobin saturation <90%).
Figure 3Adjusted survival curve analysis based on haemoglobin groups (Model 2). Figure shows the adjusted survival analysis stratified into the four haemoglobin fluctuation pattern groups, excluding all patients who received transfusion during admission (n=1028). The survival analysis is adjusted for stroke, sPESI, day 1 serum sodium and INR (based on multivariable Model 2 in table 5). Compared with the control group (group 1: patients without anaemia on presentation and throughout admission), the persistent anaemia group (group 4: patients with persistent anaemia at baseline and throughout admission) survival was significantly worse at 6 months (HR 1.90, 95% CI 1.21 to 2.99, p=0.005). Hb, haemoglobin; INR, international normalised ratio; sPESI, simplified Pulmonary Embolism Severity Index (sPESI score incorporates age, history of malignancy, heart failure/chronic lung disease, heart rate ≥110 beats/min, systolic blood pressure <100 mm Hg and oxyhaemoglobin saturation <90%).