Massive Transfusion Group Research Articles

Ultra-Massive Transfusion: Predictors of Occurrence and In-Hospital mortality From the Australian and New Zealand Massive Transfusion Registry (ANZ-MTR)

Few data exist on patient clinical characteristics, predictors of occurrence and short- and long-term outcomes of ultra-massive transfusion (UMT), defined as receiving 20 units or more of red blood cells (RBCs) within 48h. This study analyses UMT events from the Australian and New Zealand Massive Transfusion Registry (ANZ-MTR). The ANZ-MTR captured all patients at 29 participating sites receiving a massive transfusion (MT), defined as ≥5 units of RBCs within 4h. Of 9028 patients, 803 (8.9%) received an UMT. UMT patients were younger than other MT patients (median age 57y vs 62y; P < .001). In UMT and MT, males predominated (66.3% and 62.9%, respectively); and context was predominantly trauma (28.8% and 23%) and cardiothoracic surgery (CTS) (21.7% and 20.3%). Median RBC units received within 4h were 16 (UMT) and 6 (MT). In UMT, 4h FFP:RBC ratio (0.6 vs 0.4, P < .001), and 4h cryoprecipitate use (72.9% vs 39.9%, P < .001) were higher. Independent predictors of UMT (Odds Ratio; 95% CI) were age <60y (1.52; 1.28-1.79), baseline Hb >100g/L (1.31; 1.08-1.59), INR >1.5 (1.56; 1.24-1.96), and APTT >60s (4.49; 3.40-5.61). Predictors of in-hospital mortality in UMT included Charlson Comorbidity Index score ≥3 (11.20, 0.60 - 25.00) and bleeding context, with mortality less likely in liver transplant (0.07, 0.01-0.41) and more likely in vascular surgery (8.27, 1.54-72.85), compared with CTS. In-hospital mortality was higher in the UMT group compared with MT group (20.5% vs 44.2%, P < .001), however 5y survival following discharge was not significantly different between the groups (HR=0.87 [95%CI 0.64-1.18], P = .38). UMT patients are more commonly younger, with baseline coagulopathy, and have higher in-hospital mortality compared with MT. However, UMT is not futile: 55.8% survived to discharge, without significant difference in survival postdischarge between the groups.

Association between Initial Fibrinogen Levels and the Need for Massive Transfusion in Emergency Department Patients with Primary Postpartum Hemorrhage: A Retrospective Study from a Single Center in Korea.

This study aimed to evaluate the association between initial fibrinogen levels and massive transfusion (MT) in emergency department (ED) patients with primary postpartum hemorrhage (PPH). This retrospective study was conducted in the ED of a university-affiliated, tertiary referral center from January 2004 to August 2023. Patients were divided into two groups: the MT group, which included those who received a transfusion of 10 or more units of packed red blood cells within the first 24 h, and the Non-MT group. Out of the 364 patients included in the study, 97 (26.6%) required MT. Fibrinogen, shock index, and lactate were independently associated with MT (odds ratio [OR] 0.987; 95% confidence interval [CI] 0.983-0.991; p < 0.001, OR 7.277; 95% CI 1.856-28.535; p = 0.004, and OR 1.261; 95% CI 1.021-1.557; p = 0.031, respectively). The area under the receiver operating characteristic curve for fibrinogen, shock index, and lactate in predicting MT was 0.871 (95% CI 0.832-0.904; p < 0.001), 0.821 (95% CI 0.778-0.859; p < 0.001), and 0.784 (95% CI 0.738-0.825; p < 0.001), respectively. When the cutoff value of fibrinogen was 400 mg/dL, both the sensitivity and negative predictive values for predicting MT were 100.0%. When the cutoff value of fibrinogen was 100 mg/dL, the specificity and positive predictive values were 91.8% and 70.7%, respectively. The initial fibrinogen levels were independently associated with the need for MT in ED patients with primary PPH.

Comparison of Modified Shock Index and Shock Index for Predicting Massive Transfusion in Women with Primary Postpartum Hemorrhage: A Retrospective Study.

BACKGROUND The modified shock index (MSI) is calculated as the ratio of heart rate (HR) to mean arterial pressure (MAP) and has been used to predict the need for massive transfusion (MT) in trauma patients. This retrospective study from a single center aimed to compare the MSI with the traditional shock index (SI) to predict the need for MT in 612 women diagnosed with primary postpartum hemorrhage (PPH) at the Emergency Department (ED) between January 2004 and August 2023. MATERIAL AND METHODS The patients were divided into the MT group and the non-MT group. The predictive power of MSI and SI was compared using the areas under the receiver operating characteristic curve (AUC). The sensitivity, specificity, positive predictive value (PPV), and negative predictive value were calculated. RESULTS Out of 612 patients, 105 (17.2%) required MT. The MT group had higher median values than the non-MT group for MSI (1.58 vs 1.07, P<0.001) and SI (1.22 vs 0.80, P<0.001). The AUC for MSI, with a value of 0.811 (95% confidence interval [CI], 0.778-0.841), did not demonstrate a significant difference compared to the AUC for SI, which was 0.829 (95% CI, 0.797-0.858) (P=0.066). The optimal cutoff values for MSI and SI were 1.34 and 1.07, respectively. The specificity and PPV for MT were 77.1% and 40.2% for MSI, and 83.2% and 45.9% for SI. CONCLUSIONS Both MSI and SI were effective in predicting MT in patients with primary PPH. However, MSI did not demonstrate superior performance to SI.

Adherence to balanced transfusion among severely injured patients: A post hoc analysis of the RESTRIC trial.

A balanced transfusion strategy has been a standard resuscitation method for trauma patients, and adherence to a massive transfusion protocol incorporating balanced transfusion is reported to reduce mortality. This study aimed to assess adherence to balanced transfusion among severely injured patients in Japan. This study analyzes RESTRIC (restrictive transfusion strategy for critically injured patients) trial patients who were cluster-randomized based on restrictive or liberal transfusion strategy. We defined two transfusion groups: massive transfusion group 1, which includes RBC transfusions of at least eight units within 6 h; and massive transfusion group 2, which includes RBC transfusions of at least 20 units within 24 h. Adherence to balanced transfusion was assessed as the ratios of fresh frozen plasma (FFP) to red blood cells (RBC) and platelet concentrate (PC) to RBC ratio >0.5. Among 220 eligible patients, 98 (44.5%) were grouped as massive transfusion group 1 and 38 (17.3%) as massive transfusion group 2. The balanced transfusion in terms of the FFP to RBC ratio was nearly 100% for groups 1 and 2 over all periods. However, the balanced transfusion in terms of the PC to RBC ratio within 6 h were 51.0% for group 1 and 68.4% for group 2. This study revealed that while the ratio of FFP to RBC was balanced among patients from the early phase, the ratio of PC to RBC was not fully balanced, particularly in the early phase.

The predictive value of four traumatic hemorrhage scores for early massive blood transfusion in trauma patients in the pre-hospital setting.

We aimed to explore the predictive value of four traumatic hemorrhage scores for early massive blood transfusion in trauma patients in the pre-hospital setting. Trauma patients admitted to Shenzhen University General Hospital from July 2018 to December 2022 were included in this study. They were divided into the massive transfusion group and the non-massive transfusion group according to the blood transfusion volume within 24h. Basic information about patients was collected. Glasgow Coma Scale (GCS), focused assessment with sonography for trauma (FAST), and injury severity score (ISS) were performed. The receiving operating characteristic (ROC) curve was used to compare the predictive value of four trauma transfusion scores for early massive blood transfusion in the pre-hospital setting. A total of 475 patients were enrolled, 43 received massive blood transfusions and 29 died within 24h. The sensitivity and specificity of the four trauma hemorrhage scores in predicting the need for massive blood transfusions in trauma patients at their recommended cutoff points were all high. Among the four scores, the area under the ROC curve was larger for the assessment of blood consumption (ABC) score (0.864) and smaller for the trauma-induced coagulopathy clinical score (TICCS) score (0.795, p > 0.05). All four pre-hospital trauma hemorrhage scores have a high predictive value in assessing massive blood transfusion in trauma patients.

Risk factors for massive transfusion in obstetrical hemorrhage and consideration of a whole blood program.

Postpartum hemorrhage (PPH) is one of the leading causes of obstetric complications. The goal of this study was to identify risk factors for obstetric (OB) massive transfusion (MT) and determine the feasibility of developing a low-titer group O RhD-positive whole blood (LTO + WB) protocol for OB hemorrhage. A retrospective study of OB patients who received transfusion within 24 h. MT patients were those who received >3 U of pRBC within 1 h or > 10 U in 24 h. Patient demographics, OB history, comorbidities, blood type, antibody status, and known risk factors for PPH and maternal-fetal outcomes were compared. Logistic regression was used for univariate and multivariate analyses. Of the 610 transfused OB patients, 12.0% (n = 73) required MT. Groups were well matched for body mass index (BMI), maternal comorbidities, and history of spontaneous vaginal deliveries. The incidence of the previous cesarean section was higher in the MT group. Exactly 93.9% of patients were RhD-positive and 3.77% of all patients possessed an antibody on pretransfusion testing. Patients with MT had a longer length of stay (LOS), higher rate of intensive care unit (ICU) admission, fetal death, and hysterectomy. Multivariate analysis found age >35, PPH, placenta percreta, accreta, and increta to be significant (p < .05) risk factors for MT. Patients over 35 years and those with abnormal placentation are at increased risk of requiring MT. With a time to delivery of 2 days, potential MT patients can be identified early, and with a 94% rate of RhD-positive+, they are eligible to receive low-titer O whole blood (LTOWB) providing hemostatic resuscitation with reduced donor exposure.

Impact of Perioperative Massive Transfusion on Long Term Outcomes of Liver Transplantation: a Retrospective Cohort Study.

Background: Liver transplantation (LT) is associated with a significant risk of intraoperative hemorrhage and massive blood transfusion. However, there are few relevant reports addressing the long-term impacts of massive transfusion (MT) on liver transplantation recipients.Aim: To assess the effects of MT on the short and long-term outcomes of adult liver transplantation recipients.Methods: We included adult patients who underwent liver transplantation at West China Hospital from January 2011 to February 2015. MT was defined as red blood cell (RBC) transfusion of ≥10 units within 48 hours since the application of LT. Preoperative, intraoperative and postoperative information were collected for data analyzing. We used one-to-one propensity-matching to create pairs. Kaplan-Meier survival analysis was used to compare long-term outcomes of LT recipients between the MT and non-MT groups. Univariate and multivariate logistic regression analyses were performed to evaluate the risk factors associated with MT in LT.Results: Finally, a total of 227 patients were included in our study. After propensity score matching, 59 patients were categorized into the MT and 59 patients in non-MT groups. Compared with the non-MT group, the MT group had a higher 30-day mortality (15.3% vs 0, p=0.006), and a higher incidence of postoperative complications, including postoperative pulmonary infection, abdominal hemorrhage, pleural effusion and severe acute kidney injury. Furthermore, MT group had prolonged postoperative ventilation support (42 vs 25 h, p=0.007) and prolonged durations of ICU (12.9 vs 9.5 d, p<0.001) stay. Multivariate COX regression indicated that massive transfusion (OR: 2.393, 95% CI: 1.164-4.923, p=0.018) and acute rejection (OR: 7.295, 95% CI: 2.108-25.246, p=0.02) were significant risk factors affecting long-term survivals of LT patients. The 1-year and 3-year survival rates patients in MT group were 82.5% and 67.3%, respectively, while those of non-MT group were 93.9% and 90.5%, respectively. The MT group exhibited a lower long-term survival rate than the non-MT group (HR: 2.393, 95% CI: 1.164-4.923, p<0.001). Finally, the multivariate logistic regression revealed that preoperative hemoglobin <118 g/L (OR: 5.062, 95% CI: 2.292-11.181, p<0.001) and intraoperative blood loss ≥1100 ml (OR: 3.212, 95% CI: 1.586-6.506, p = 0.001) were the independent risk factor of MT in patients undergoing LT.Conclusion: Patients receiving MT in perioperative periods of LT had worse short-term and long-term outcomes than the non-MT patients. Massive transfusion and acute rejection were significant risk factors affecting long-term survivals of LT patients, and intraoperative blood loss of over 1100 ml was the independent risk factor of MT in patients undergoing LT. The results may offer valuable information on perioperative management in LT recipients who experience high risk of MT.

Defining the Super Massive Transfusion in US and Coalition Forces during Combat Operations in Afghanistan and Iraq

Introduction: Hemorrhage is the leading cause of potentially preventable death on the battlefield. After hemorrhage control, the resuscitation with blood products is essential to restore circulating volume and prevent coagulopathy. While massive transfusion (MT) occurs frequently after major trauma, it remains unclear who the subset of casualties is that define a super massive transfusion which would require mobilization of additional resources. We seek to determine what defines a super MT as this would help allocate resources. Methods: This is a secondary analysis of a previously described dataset from the Department of Defense Trauma Registry. In this analysis, we isolated US and Coalition casualties that received at least 1 unit of packed red cells or whole blood. To describe the super MT, we sought the top quartile of total products administered within the first 24 hours. Results: Out of the 28222 casualties within our dataset, we identified 2204 US military and 498 Coalition that met inclusion for this analysis. The median number of total products administered within the first 24 hours was 16 with 39 total product units at the 75th percentile, which included 691 casualties. Of those in the super MT group, their median injury severity score was higher (29 versus 18, p&amp;lt;0.001), they were most frequently injured by explosive (84% versus 69%, p&amp;lt;0.001), they had a higher mean emergency department pulse (116 versus 103, p&amp;lt;0.001), lower mean systolic 109 versus 122, p&amp;lt;0.001), and higher mean international normalized ratio (1.53 versus 1.28, p&amp;lt;0.001). They more frequently had serious injuries to the thorax (29% versus 22%, p&amp;lt;0.001), abdomen (32% versus 17%, p&amp;lt;0.001), and extremities (85% versus 64%, p&amp;lt;0.001). Super MT was associated with worse survival (86% versus 92%, p&amp;lt;0.001). Conclusions: In our dataset, we identified the top 25th percentile of total product administration within the first 24 hours at 39 total product units. More data is needed to define this population early in their clinical course to better mobile resources early when needed. Disclosures No relevant conflicts of interest to declare.

Higher enhanced computed tomography attenuation value of the aorta is a predictor of massive transfusion in blunt trauma patients.

ObjectiveSeveral scoring systems have been developed to identify patients who require massive transfusion (MT) after major trauma to improve survival. The primary goal of this study was to investigate the usefulness of enhanced computed tomography attenuation values (CTAVs) of major vessels to determine the need for MT in patients with major blunt trauma.MethodsThis single-center retrospective cohort study evaluated patients aged 16 years or older who underwent contrast-enhanced computed tomography scan of the torso after major blunt trauma. The CTAVs of six major vessel points in both the arterial and portal venous phases at initial computed tomography examination were assessed and compared between the MT and the no MT group. The capability of enhanced CTAVs to predict the necessity for MT was estimated based on the area under the receiver operating characteristic curve.ResultsOf the 254 eligible patients, 36 (14%) were in the MT group. Patients in the MT group had significantly higher CTAVs at all sites except the inferior vena cava in both the arterial and portal venous phases than that in the no MT group. The descending aorta in the arterial phase had the highest accuracy for predicting MT, with an AUROC of 0.901 (95% confidence interval, 0.855 to 0.947; P<0.001).ConclusionInitial elevation of enhanced CTAV of the aorta is a predictor for the need for MT. A higher CTAV of the aorta should alert the trauma surgeon or emergency physician to activate their MT protocol.

The ABC-D score improves the sensitivity in predicting need for massive transfusion in pediatric trauma patients

PurposeEarly and accurate identification of pediatric trauma patients who will require massive transfusion (MT) remains difficult, and MT activation criteria are not well established. In children, the addition of shock index-pediatric age-adjusted (SIPA) to the ABC score (ABC-S) only modestly improves the sensitivity of the ABC score. We hypothesized that the discriminate ability of the ABC-S score would improve with the addition of elevated serum lactate and base deficit (ABCD score). MethodsWe identified children between 1 and 18 years old who received a pRBC transfusion between 2008 and 2018 from our trauma registry. We calculated sensitivity, specificity, and accuracy of the ABC, ABC-S, and ABCD scores to determine the need for MT. ResultsWe included 211 children, of which 66 required MT. The best predictor of MT was achieved by adding BD and lactate to the ABC-S score, with an AUC of 0.805. An ABCD score of 3 or greater was 77.4% sensitive and 78.8% specific at predicting the need for MT. Pediatric trauma patients that required MT had higher injury severity score (p = 0.005), lactate (p = 0.002), base deficit (p = <0.0001). Mortality was higher in the MT group (45.5% vs 15.3%, p = 0.0004). ConclusionsThe ABCD score improves the sensitivity of activating MT in pediatric trauma patients. Study TypeTreatment Study. Level of EvidenceLevel III.

Severity of hemorrhage and the survival benefit associated with plasma: Results from a randomized prehospital plasma trial.

Recent randomized clinical trial evidence demonstrated a survival benefit with the use of prehospital plasma in patients at risk of hemorrhagic shock. We sought to characterize the survival benefit associated with prehospital plasma relative to the blood transfusion volume over the initial 24 hours. We hypothesized that the beneficial effects of prehospital plasma would be most robust in those with higher severity of hemorrhage. We performed a prespecified secondary analysis using data derived from a prospective randomized prehospital plasma trial. Blood component transfusion volumes were recorded over the initial 24 hours. Massive transfusion (MT) was defined a priori as receiving ≥10 units of red cells in 24 hours. We characterized the 30-day survival benefit of prehospital plasma and the need for MT and overall 24-hour red cell transfusion volume utilizing Kaplan-Meier survival analysis and Cox proportional hazard regression. There were 501 patients included in this analysis with 230 randomized to prehospital plasma with 104 patients requiring MT. Mortality in patients who received MT were higher compared with those that did not (MT vs. NO-MT, 42% vs. 26%, p = 0.001). Kaplan-Meier survival curves demonstrated early separation in the NO-MT subgroup (log rank p = 0.008) with no survival benefit found in the MT group (log rank p = 0.949). Cox regression analysis verified these findings. When 24-hour red cell transfusion was divided into quartiles, there was a significant independent association with 30-day survival in patients who received 4 to 7 units (hazard ratio, 0.33, 95% confidence interval, 0.14-0.80, p = 0.013). The survival benefits of prehospital plasma was demonstrated only in patients with red cell requirements below the transfusion level of MT. Patients who received 4 to 7 units of red cells demonstrated the most robust independent survival benefit attributable to prehospital plasma transfusion. Prehospital plasma may be most beneficial in those patients with moderate transfusion requirements and mortality risk. Therapeutic, Level I.

Fibrinogen level on admission is a predictive marker of the need for massive blood transfusion after pelvic fracture

ObjectiveThis study aimed to evaluate the usefulness of coagulation biomarkers as predictors of the need for massive transfusion (MT) in patients with pelvic fractures. MethodsPatients who were treated for pelvic fractures in our hospital were divided into 2 groups: MT and non-MT. MT was defined as the transfusion of packed red blood cells (PRBCs) ≧10 units caused by bleeding within 24 h after admission. We compared variables between two groups, including vital signs, the scoring system and blood sample test. Additionally, we performed a multiple logistic regression analysis and a receiver operating characteristic curve analysis to reveal which value was the most useful predictive marker for MT in patients with pelvic fracture. ResultsThere were 22 patients in the MT group and 78 patients in the non-MT group. Patients in the MT group had significantly higher ISS than did those in the non-MT group. In contrast, the patients in the MT group had significantly lower RTS, TRISS Ps, sBP, Hb, lactate, BE, and Fbg levels. Lower sBP and Fbg levels were independent predictors for MT. The optimal cut-off values for sBP and Fbg levels were ≦109 mmHg and 193.0 mg/dL, respectively. ConclusionsThe results of the study indicated that Fbg levels on admission can be an independent predictor of MT in patients with pelvic fractures. The optimal cut-off value of Fbg for MT prediction in this study was 193.0 mg/dL.

Pediatric resuscitation: Weight-based packed red blood cell volume is a reliable predictor of mortality.

The definition of massive transfusion (MT) in civilian pediatric trauma patients is not established. In combat-injured pediatric patients, the definition of MT is based on the volume of total blood products transfused. The aim of this study is to define MT in civilian pediatric trauma patients based on a packed red blood cell (PRBC) volume threshold and compare its predictive power to a total blood products volume threshold. An analysis of the pediatric American College of Surgeons Trauma Quality Improvement Program database was performed (2014-2016) including pediatric trauma patients (4-18 years) who received blood products within 24 hours. Receiver operator characteristic curves for predicting mortality determined the optimal PRBC MT threshold. Area under receiver operating characteristic curve (AUROC) curve analysis was performed to compare the predictive power of a PRBC threshold to a total blood product threshold. A total of 1,495 patients were included. Sensitivity and specificity for 24-hour and in-hospital mortality were optimal at a PRBC threshold of 20 mL/kg. As compared with total blood products threshold, 20 mL/kg PRBCs volume achieved higher discriminatory power for predicting 24-hour (AUROC, 0.803 vs. 0.672; p < 0.001) and in-hospital mortality (AUROC, 0.815 vs. 0.686, p < 0.001). Patients who received an MT had higher Injury Severity Score (p < 0.001) and were more likely to receive mechanical ventilation (p < 0.001) and intensive care unit admission (p < 0.001). Overall 24-hour mortality (23.1% vs. 7.6%, p < 0.001) and in-hospital mortality (44.9% vs. 15.8%, p < 0.001) were higher in the MT group. On regression analysis, MT significantly predicted in-hospital mortality (odds ratio, 3.8 [2.9-4.9, 95% CI]) and 24-hour mortality (odds ratio, 3.3 [2.4-4.7, 95% CI]). The use of a PRBCs MT definition in civilian pediatric patients is a better predictor of mortality compared with total blood products threshold. These results provide a framework for MT protocol development. Prognostic study, level III.

Combination of blood lactate level with assessment of blood consumption (ABC) scoring system: A more accurate predictor of massive transfusion requirement

PurposeExsanguination is the most common leading cause of death in trauma patients. The massive transfusion (MT) protocol may influence therapeutic strategies and help provide blood components in timely manner. The assessment of blood consumption (ABC) score is a popular MT protocol but has low predictability. The lactate level is a good parameter to reflect poor tissue perfusion or shock states that can guide the management. This study aimed to modify the ABC scoring system by adding the lactate level for better prediction of MT. MethodsThe data were retrospectively collected from 165 trauma patients following the trauma activated criteria at Songklanagarind Hospital from January 2014 to December 2014. The ABC scoring system was applied in all patients. The patients who had an ABC score ≥2 as the cut point for MT were defined as the ABC group. All patients who had a score ≥2 with a lactate level >4 mmol/dL were defined as the ABC plus lactate level (ABC + L) group. The prediction for the requirement of massive blood transfusion was compared between the ABC and ABC + L groups. The ability of ABC and ABC + L groups to predict MT was estimated by the area under the receiver operating characteristic curve (AUROC). ResultsAmong 165 patients, 15 patients (9%) required massive blood transfusion. There were no significant differences in age, gender, mechanism of injury or initial vital signs between the MT group and the non-MT group. The group that required MT had a higher Injury Severity Score and mortality. The sensitivity and specificity of the ABC scoring system in our institution were low (81%, 34%, AUC 0.573). The sensitivity and specificity were significantly better in the ABC + L group (92%, 42%, AUC = 0.745). ConclusionThe ABC scoring system plus lactate increased the sensitivity and specificity compared with the ABC scoring system alone.

Fibrinogen level on admission is a predictor for massive transfusion in patients with severe blunt trauma: Analyses of a retrospective multicentre observational study

IntroductionIn the early phase of trauma, fibrinogen (Fbg) plays an important role in clot formation. However, to the best of our knowledge, few studies have analysed methods of predicting the need for massive transfusion (MT) based on Fbg levels using multiple logistic regression. Therefore, the present study aimed to evaluate whether Fbg levels on admission can be used to predict the need for MT in patients with trauma. MethodsWe conducted a retrospective multicentre observational study. Patients with blunt trauma with ISS ≥16 who were admitted to 15 tertiary emergency and critical care centres in Japan participating in the J-OCTET were enrolled in the present study. MT was defined as the transfusion of packed red blood cells (PRBC) ≥10 units or death caused by bleeding within 24h after admission. Patients were divided into non-MT and MT groups. Multiple logistic-regression analysis was used to assess the predictive value of the variables age, sex, vital signs, Glasgow Coma Scale (GCS) score, and Fbg levels for MT. We also evaluated the discrimination threshold of MT prediction via receiver operating characteristic curve (ROC) analysis for each variable. ResultsHigher heart rate (HR; per 10 beats per minutes [bpm]), systolic blood pressure (SBP; per 10mm Hg), GCS, and Fbg levels (per 10mg/dL) were independent predictors of MT (odds ratio [OR] 1.480, 95% confidence interval [CI] 1.326–1.668; OR 0.851, 95% CI 0.789–0.914; OR 0.907, 95% CI 0.855–0.962; and OR 0.931, 95% CI 0.898–0.963, respectively). The optimal cut-off values for HR, SBP, GCS, and Fbg levels were ≥100 bpm (sensitivity 62.4%, specificity 79.8%), ≤120mm Hg (sensitivity 61.5%, specificity 70.5%), ≤12 points (sensitivity 63.3%, specificity 63.6%), and ≤190mg/dL (sensitivity 55.1%, specificity 78.6%), respectively. ConclusionsOur findings suggest that vital signs, GCS, and decreased Fbg levels can be regarded as predictors of MT. Therefore, future studies should consider Fbg levels when devising models for the prediction of MT.

Vital Signs Strongly Predict Massive Transfusion Need in Geriatric Trauma Patients

Early recognition of massive transfusion (MT) requirement in geriatric trauma patients presents a challenge, as older patients present with vital signs outside of traditional thresholds for hypotension and tachycardia. Although many systems exist to predict MT need in trauma patients, none have specifically evaluated the geriatric population. We sought to evaluate the predictive value of presenting vital signs in geriatric trauma patients for prediction of MT. We retrospectively reviewed geriatric trauma patients presenting to our Level I trauma center from 2010 to 2013 requiring full trauma team activation. The area under the receiver operating characteristic curve was calculated to assess discrimination of arrival vital signs for MT prediction. Ideal cutoffs with high sensitivity and specificity were identified. A total of 194 patients with complete data were analyzed. Of these, 16 patients received MT. There was no difference between the MT and non-MT groups in sex, age, or mechanism. Systolic blood pressure, pulse pressure, diastolic blood pressure, and shock index all were strongly predictive of MT need. Interestingly, we found that heart rate does not predict MT. MT in geriatric trauma patients can be reliably and simply predicted by arrival vital signs. Heart rate may not reflect serious hemorrhage in this population.

Fibrinogen and base excess levels as predictive markers of the need for massive blood transfusion after blunt trauma.

BackgroundAssessment blood consumption and trauma-associated severe hemorrhage scores are useful for predicting the need for massive transfusion (MT) in severe trauma patients. However, fibrinogen (Fbg) and base excess (BE) levels might also be useful indicators for the need for MT. We evaluated the accuracy of prediction for MT of the scoring system vs. Fbg and BE.MethodsThe subjects of this retrospective single center observational study were patients with injury severity score ≥16 trauma, divided into a non-MT group and an MT group. We compared variables, including the scoring system (comprising vital signs and focused assessment with sonography for trauma; FAST) and Fbg between the groups. We then performed a multiple logistic regression modeling and a receiver operating characteristic analysis to clarify which value was the most useful predictive indicator for MT.ResultsThere were 114 patients in the non-MT group and 39 in the MT group. The level of Fbg and BE were independent predictors of MT. The area under the curve values for Fbg and BE were 0.765 and 0.845, respectively, and the optimal cutoff values of Fbg and BE were 211 mg/dL and −1.4, respectively.ConclusionsFbg and BE levels can be used as an independent predictor for MT.

Analysis of risk classification for massive transfusion in severe trauma using the gray zone approach

BackgroundThe Traumatic Bleeding Severity Score (TBSS) was developed to predict the need for massive transfusion (MT). The aim of this study is evaluation of clinical thresholds for activation of a MT protocol using the gray zone approach based on TBSS. MethodsThis is a single-center retrospective study of trauma patients, admitted from 2010 to 2013. The TBSS on admission was calculated, and the accuracy of predicting MT was analyzed using area under the receiver operating characteristic curve. Risk classification for MT was made using sensitivity/specificity. The gray zone (indeterminate risk) was defined from a sensitivity of 95% to a specificity of 95%, patients were separated into MT and non-MT groups, and their clinical characteristics were compared. ResultsA total of 264 patients were enrolled, with an area under the TBSS curve of 0.967 (95% confidence interval, 0.94-0.99). A TBSS of 10 points or less resulted in a sensitivity of 96.5% with 146 patients in this group, and 3.4% (5/146) of them received MT. A TBSS of 17 points or higher had a specificity of 97.8%, which included 72 patients, and 94.4% (68/72) of them received MT. Forty-six patients had a TBSS from 11 to 16 points (gray zone), and 26.1% (12/46) of them received MT. Comparing the MT group (12/46) and non-MT group (34/46), coagulopathy and extravasation on computed tomographic scan were more prevalent in the MT group. ConclusionThe TBSS is highly accurate in predicting the need for MT, and a risk classification for needing MT was created based on TBSS.

Transfusion of Blood Products in Trauma Victims: Effects of Fresh Frozen Plasma, Platelet and Intravenous Fluid to Packed Red Blood Cell Volume Ratios on Survival

Prior studies suggest a balanced transfusion of fresh frozen plasma (FFP) and platelets (PLT) along with packed red blood cells (PRBC), in ratios approaching 1:1 as in whole blood, with minimal use of crystalloid intravenous fluid (IVF), may improve survival in massive transfusion (MT), although effects in non-massive transfusion (NMT) are less certain. Our primary objectives are 1) to compare NMT (1 u < PRBC < 10 u in 24 h) and MT (> 10 u PRBC in 24 h) groups with regard to use of FFP, PLT and IVF, and 2) estimate the effects on survival of varying ratios of FFP:PRBC, PLT:PRBC and IVF:PRBC, controlling for age, initial vital signs and injury severity score (ISS), in adult emergency department (ED) trauma victims undergoing either NMT or MT.

An Increase in Initial Shock Index Is Associated With the Requirement for Massive Transfusion in Emergency Department Patients With Primary Postpartum Hemorrhage

The aim of this study was to determine whether initial shock index (SI) was independently associated with the requirement for massive transfusion (MT) in emergency department (ED) patients with primary postpartum hemorrhage (PPH). A retrospective cohort study of ED patients with primary PPH was performed at a university-affiliated, tertiary referral center between January 2004 and May 2012. Patients were classified to two groups: MT group (patients who received ≥10 U of packed red blood cells within 24 h of ED admission) and non-MT group (patients who received <10 U). Variables of the two groups were compared using univariate and multivariate analyses. A total of 126 patients were included in this study. Of these patients, 26 (20.6%) were included in MT group and 100 (79.4%) in non-MT group. Patients in MT group had significantly lower blood pressure and higher heart rate compared with patients in non-MT group (P < 0.01). Initial SI was significantly higher in MT group than in non-MT group (1.3 vs 0.8, P < 0.01). In multivariate logistic regression analysis, initial SI and heart rate were the only variables associated with the requirement for MT, with an odds ratio of 9.47 (95% confidence interval, 1.75-51.28; P < 0.01) and 1.06 (95% confidence interval, 1.02-1.09; P < 0.01), respectively. In conclusion, initial SI was independently associated with the requirement for MT in ED patients with primary PPH. Routine calculation of initial SI can help clinicians to identify patients who may benefit from timely and appropriate use of MT to improve clinical outcomes.