| Literature DB >> 28589139 |
Alexander Bautista1, Theodore B Wright1, Janice Meany2, Sunitha K Kandadai1, Benjamin Brown1, Kareim Khalafalla1, Saeed Hashem1, Jason W Smith3, Tayyeb M Ayyoubi2, Jarrod E Dalton4,5, Anupama Wadhwa1, Daniel I Sessler5, Detlef Obal1.
Abstract
BACKGROUND: Prolonged storage of packed red blood cells (PRBCs) may increase morbidity and mortality, and patients having massive transfusion might be especially susceptible. We therefore tested the hypothesis that prolonged storage increases mortality in patients receiving massive transfusion after trauma or nontrauma surgery. Secondarily, we considered the extent to which storage effects differ for trauma and nontrauma surgery.Entities:
Mesh:
Year: 2017 PMID: 28589139 PMCID: PMC5446873 DOI: 10.1155/2017/3718615
Source DB: PubMed Journal: Biomed Res Int Impact factor: 3.411
Summary of baseline patient characteristics by quartiles of patient-specific mean storage duration of transfused red blood cells. Statistics reported as a percentage, mean ± standard deviation, or median [first quartile, third quartile]. Medians and quartiles are reported when the sample skewness coefficient is >0.9 in absolute value.
| Factor | Level | First quartile | Second quartile | Third quartile | Fourth quartile | Percent missing |
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| Year of admission | 2006 | 16 | 8 | 5 | 7 | 0.7 |
| 2007 | 13 | 11 | 11 | 5 | ||
| 2008 | 31 | 26 | 27 | 13 | ||
| 2009 | 9 | 17 | 23 | 41 | ||
| 2010 | 16 | 16 | 17 | 16 | ||
| 2011 | 16 | 22 | 17 | 17 | ||
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| Age | 41 ± 18 | 45 ± 19 | 48 ± 18 | 47 ± 18 | ||
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| Female sex | 32 | 33 | 28 | 29 | ||
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| Body mass index (kg/m2) | 26 [22,29] | 26 [24,32] | 26 [23,32] | 25 [24,30] | 36.7 | |
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| Patient blood type | A− | 8 | 11 | 12 | 7 | 0.7 |
| A+ | 19 | 30 | 33 | 37 | ||
| AB+ | 0 | 4 | 3 | 7 | ||
| B− | 1 | 3 | 4 | 1 | ||
| B+ | 8 | 7 | 8 | 12 | ||
| O− | 13 | 3 | 12 | 4 | ||
| O+ | 51 | 43 | 29 | 33 | ||
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| Type of surgery | Trauma | 74 | 73 | 70 | 64 | 0.7 |
| Cancer | 10 | 7 | 11 | 12 | ||
| General | 6 | 9 | 11 | 12 | ||
| Vascular | 4 | 9 | 5 | 7 | ||
| Gynecological | 4 | 0 | 4 | 3 | ||
| Orthopedic | 1 | 1 | 0 | 3 | ||
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| Heart disease | 13 | 20 | 17 | 18 | ||
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| Pulmonary disease | 14 | 11 | 7 | 8 | ||
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| Renal disease | 0 | 5 | 1 | 1 | ||
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| Hypertension | 26 | 39 | 41 | 37 | ||
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| Diabetes mellitus | 13 | 4 | 16 | 12 | ||
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| Carcinoma | 10 | 16 | 12 | 16 | ||
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| Liver disease | 9 | 16 | 12 | 13 | ||
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| Tobacco use | 29 | 29 | 21 | 24 | ||
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| Alcohol use | 12 | 11 | 11 | 8 | ||
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| Illicit drug use | 9 | 7 | 5 | 8 | ||
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| Initial heart rate (beats per minute) | 107 ± 35 | 105 ± 37 | 102 ± 35 | 103 ± 32 | 1.3 | |
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| Initial systolic blood pressure (mmHg) | 108 [82, 122] | 100 [84, 123] | 101 [88, 123] | 111 [87, 130] | 0.7 | |
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| Initial temperature (°C) | 36 [36, 37] | 36 [35, 37] | 36 [36, 37] | 36 [35, 37] | 14.1 | |
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| ED crystalloids (L) | 2.6 [1.0, 4.0] | 2.0 [1.0, 2.6] | 1.5 [1.0, 2.3] | 2.0 [1.0, 2.5] | 32.1 | |
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| Length of surgery (min) | 146 [100, 240] | 140 [99, 214] | 141 [94, 253] | 140 [104, 240] | 6.9 | |
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| Total number of units transfused | 23 [17, 38] | 23 [16, 35] | 22 [17, 31] | 18 [15, 25] | ||
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| Minimum RBC storage duration | 8 ± 3 | 11 ± 4 | 14 ± 5 | 19 ± 7 | ||
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| Maximum RBC storage duration | 33 [20, 37] | 37 [32, 40] | 37 [34, 41] | 39 [36, 41] | ||
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| Hemoglobin (g/dL) | 10 [8, 12] | 11 [8, 12] | 11 [9, 12] | 10 [9, 12] | 4.3 | |
| Blood pH | 7.2 [7.1, 7.3] | 7.2 [7.0, 7.3] | 7.2 [7.1, 7.3] | 7.2 [7.1, 7.4] | 2.3 | |
| Platelet count (k/mcL) | 190 [120, 227] | 180 [94, 256] | 187 [111, 248] | 184 [100, 264] | 2.3 | |
| International normalized ratio | 1.5 [1.2, 1.9] | 1.5 [1.2, 1.9] | 1.5 [1.2, 1.8] | 1.4 [1.1, 2.0] | 4.9 | |
| Activated prothrombin time (s) | 16 [13, 20] | 15 [13, 20] | 15 [12, 20] | 15 [12, 20] | 5.2 | |
| Activated partial thromboplastin time (s) | 37 [29, 59] | 35 [27, 57] | 40 [27, 55] | 33 [26, 64] | 4.9 | |
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| Blunt injury | 65 | 65 | 64 | 58 | ||
| Penetrating injury | 25 | 25 | 32 | 27 | ||
| Other type of injury | 11 | 9 | 4 | 15 | ||
| Injury severity score | 30 ± 10 | 29 ± 14 | 28 ± 13 | 27 ± 11 | 2.8 | |
| Glasgow coma score | 10 ± 5 | 9 ± 6 | 10 ± 5 | 10 ± 5 | ||
Figure 1Enrolment scheme.
Summary of baseline patient characteristics by type of surgery. Statistics reported as a percentage, mean ± standard deviation, or median [first quartile, third quartile]. Medians and quartiles are reported when the sample skewness coefficient is >0.9 in absolute value.
| Factor | Level | Nontrauma | Trauma | Percent missing |
|---|---|---|---|---|
| ( | ( | |||
| Year of admission | 2006 | 2 | 12 | 0.7 |
| 2007 | 10 | 10 | ||
| 2008 | 29 | 23 | ||
| 2009 | 27 | 20 | ||
| 2010 | 16 | 16 | ||
| 2011 | 15 | 19 | ||
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| Age | 53 ± 15 | 42 ± 18 | ||
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| Female sex | 42 | 26 | ||
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| Body mass index (kg/m2) | 25 [23, 31] | 27 [24, 30] | 36.3 | |
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| Patient blood type | A− | 8 | 10 | 0.7 |
| A+ | 32 | 29 | ||
| AB+ | 4 | 3 | ||
| B− | 1 | 3 | ||
| B+ | 7 | 9 | ||
| O− | 12 | 6 | ||
| O+ | 36 | 40 | ||
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| Heart disease | 33 | 10 | ||
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| Pulmonary disease | 15 | 7 | ||
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| Renal disease | 5 | 0 | ||
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| Hypertension | 60 | 25 | ||
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| Diabetes mellitus | 22 | 7 | ||
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| Carcinoma | 36 | 4 | ||
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| Liver disease | 21 | 9 | ||
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| Tobacco use | 36 | 21 | ||
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| Alcohol use | 12 | 9 | ||
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| Illicit drug use | 3 | 9 | ||
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| Initial heart rate (beats per minute) | 91 [79, 110] | 112 [88, 132] | 1.3 | |
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| Initial systolic blood pressure (mmHg) | 116 ± 25 | 98 ± 36 | 0.7 | |
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| Initial temperature (°C) | 36 [36, 37] | 36 [35, 37] | 14.1 | |
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| ED crystalloids (L) | 0.6 [0.5, 1.8] | 2.0 [1.0, 3.0] | 32.1 | |
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| Length of surgery (min) | 214 [120, 400] | 130 [90, 206] | 6.9 | |
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| Total number of units transfused | 18 [14, 24] | 23 [16, 34] | ||
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| Minimum PRBC storage duration | 15 ± 7 | 12 ± 6 | ||
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| Maximum PRBC storage duration | 37 [34, 40] | 37 [32, 40] | ||
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| Hemoglobin (g/dL) | 10 [8, 12] | 11 [9, 12] | 4.3 | |
| Blood pH | 7.3 [7.2, 7.4] | 7.2 [7.1, 7.3] | 2.3 | |
| Platelet count (k/mcL) | 178 [97, 260] | 189 [112, 248] | 2.3 | |
| International normalized ratio | 1.3 [1.1, 1.6] | 1.5 [1.2, 2.0] | 4.9 | |
| Activated prothrombin time (s) | 14 [12, 17] | 16 [13, 20] | 5.2 | |
| Activated partial thromboplastin time (s) | 34 [27, 44] | 39 [28, 63] | 4.9 | |
Figure 2(a) Univariable relationship between patient mean red blood cell (RBC) storage duration and in-hospital mortality. Results presented as estimate and pointwise 95% confidence interval. A histogram of the observed values of patient mean RBC storage duration underlies the plot. The P value represents a Chi-squared test of association for a univariable logistic regression model which incorporated restricted cubic splines to allow for nonlinearities. (b) Univariable relationship between patient mean red blood cell (RBC) storage duration and in-hospital mortality, separately for trauma (dashed lines) and nontrauma (continuous line/shaded region) patients. Results presented as group-specific estimates and pointwise 95% confidence intervals. Histograms of the observed values of patient mean RBC storage duration underlie the plot. The lack of significance indicated by the P value in the figure indicates that our data did not support the hypothesis that the nature of the relationship differed among the groups (i.e., test for the interaction between group and patient mean RBC storage duration).
Summary statistics of outcomes by quartiles of patient-specific mean storage duration of transfused red blood cells. Statistics reported as a percentage, mean ± standard deviation, or median [first quartile, third quartile]. Results reflect 305 patients included in the univariable analyses (see Methods). Medians and quartiles are reported when the sample skewness coefficient is >0.9 in absolute value.
| Outcome variable | First quartile | Second quartile | Third quartile | Fourth quartile | Percent |
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| In-hospital mortality | 29 | 43 | 28 | 34 | |
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| 30-day mortality | 29 | 43 | 25 | 34 | |
| Duration of hospitalization (d) | 21 [7, 34] | 15 [4, 30] | 20 [8, 32] | 14 [4, 26] | |
| Duration of ICU stay (h) | 312 [95, 484] | 182 [35, 408] | 235 [66, 528] | 192 [56, 338] | 1 |
| Duration of mechanical ventilation (h) | 126 [29, 304] | 104 [24, 318] | 124 [48, 359] | 72 [24, 213] | 1.3 |
| Disseminated intravascular coagulopathy | 29 | 14 | 21 | 25 | |
| Shock | 78 | 78 | 82 | 76 | |
| Sepsis | 19 | 21 | 20 | 12 | |
| Wound infection | 30 | 25 | 29 | 24 | |
| Arrhythmia | 34 | 38 | 37 | 34 | |
| Myocardial infarction | 1 | 4 | 4 | 5 | |
| Acute respiratory distress syndrome | 39 | 42 | 47 | 38 | |
| Acute kidney injury | 14 | 30 | 20 | 17 | |
| Pneumonia | 38 | 33 | 47 | 29 | |
| Pulmonary embolism | 3 | 0 | 8 | 1 | |
| Transfusion-related acute lung injury | 1 | 1 | 1 | 3 |
Independent association between patient-specific mean red blood cell storage duration and secondary outcomes. All estimates are adjusted for age, renal disease, liver disease, initial blood pH, initial antiprothrombin time, and initial activated partial thromboplastin time. Estimates are reported with 95% confidence intervals in parentheses. Analyses reflect the same 259 patients that were included in the multivariable modeling for the primary outcome of in-hospital mortality. The reported measures of association reflect a one-day increase in patient mean red blood cell storage duration.
| Outcome variable | Model type | Measure of association | Estimate |
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| Duration of hospitalization (d) | Linear regression | Slope (95% CI) | −0.27 (−0.68, 0.13) | 0.18 |
| Duration of ICU stay (h) | Linear regression | Slope (95% CI) | −1.79 (−9.82, 6.24) | 0.66 |
| Duration of mechanical ventilation (h) | Linear regression | Slope (95% CI) | −0.91 (−7.13, 5.30) | 0.77 |
| Disseminated intravascular coagulopathy | Logistic regression | Odds ratio (95% CI) | 0.98 (0.93, 1.03) | 0.42 |
| Shock | Logistic regression | Odds ratio (95% CI) | 1.00 (0.95, 1.05) | 0.97 |
| Sepsis | Logistic regression | Odds ratio (95% CI) | 0.96 (0.91, 1.02) | 0.19 |
| Wound infection | Logistic regression | Odds ratio (95% CI) | 0.97 (0.93, 1.02) | 0.28 |
| Arrhythmia | Logistic regression | Odds ratio (95% CI) | 0.98 (0.93, 1.02) | 0.30 |
| Myocardial infarction | Logistic regression | Odds ratio (95% CI) | 1.09 (0.96, 1.25) | 0.18 |
| Acute respiratory distress syndrome | Logistic regression | Odds ratio (95% CI) | 1.00 (0.96, 1.05) | >0.99 |
| Acute kidney injury | Logistic regression | Odds ratio (95% CI) | 1.00 (0.94, 1.05) | 0.94 |
| Pneumonia | Logistic regression | Odds ratio (95% CI) | 0.99 (0.94, 1.03) | 0.57 |
| Pulmonary embolism | Logistic regression | Odds ratio (95% CI) | 1.10 (0.96, 1.25) | 0.15 |
| Transfusion-related acute lung injury | Logistic regression | Odds ratio (95% CI) | 1.06 (0.90, 1.26) | 0.47 |
Figure 3Histograms of the observed values of patient RBC storage duration assembled taking (a) mean, (b) median, (c) minimum, and (d) maximum storage duration as dependent variable. The histogram indicates lack of discrimination between short and prolonged stored blood products.