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Validation of three models for prediction of blood transfusion during cesarean delivery admission
Bruno, A., Federspiel, J. J., McGee, P., Pacheco, L., Saade, G., Parry, S., Longo, M., Tita, A., Gyamfi-Bannerman, C., Chauhan, S., et al
American journal of perinatology. 2023
Abstract
OBJECTIVE Prediction of blood transfusion during delivery admission allows for clinical preparedness and risk mitigation. Although prediction models have been developed and adopted into practice, their external validation is limited. We aimed to evaluate the performance of three blood transfusion prediction models in a U.S. cohort of individuals undergoing cesarean delivery. METHODS This was a secondary analysis of a multicenter randomized trial of tranexamic acid for prevention of hemorrhage at time of cesarean delivery. Three models were considered: a categorical risk tool (California Maternal Quality Care Collaborative (CMQCC)), and two regression models (Ahmadzia et al and Albright et al). The primary outcome was red blood cell transfusion. The CMQCC algorithm was applied to the cohort with frequency of risk category (low, medium, high) and associated transfusion rates reported. For the regression models, the area under the receiver-operating curve (AUC) was calculated and a calibration curve plotted to evaluate each model's capacity to predict receipt of transfusion. The regression model outputs were statistically compared. RESULTS Of 10,785 analyzed individuals, 3.9% received a red blood cell transfusion during delivery admission. The CMQCC risk tool categorized 1,970 (18.3%) individuals as low-risk, 5,259 (48.8%) as medium-risk, and 3,556 (33.0%) as high-risk with corresponding transfusion rates of 2.1% (95% CI 1.5-2.9%), 2.2% (95% CI 1.8-2.6%), and 7.5% (95% CI 6.6-8.4%), respectively. The AUC for prediction of blood transfusion using the Ahmadzia and Albright models was 0.78 (95% CI 0.76-0.81) and 0.79 (95% CI 0.77-0.82), respectively (p=0.38 for difference). Calibration curves demonstrated overall agreement between the predicted probability and observed likelihood of blood transfusion. CONCLUSION Three models were externally validated for prediction of blood transfusion during cesarean delivery admission in this U.S. COHORT Overall, performance was moderate; model selection should be based on ease of application until a specific model with superior predictive ability is developed.
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2.
Effect of Benson's relaxation technique versus music intervention on physiological parameters and stress of children with thalassemia during blood transfusions: A randomized controlled trial
Badr, E. A., Ibrahim, H., Saleh, S. E.
Journal of pediatric nursing. 2023
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Editor's Choice
Abstract
BACKGROUND Children with thalassemia are generally dependent on blood transfusions and face a lot of stress and alteration in their physiological parameters through the procedure. AIM: This study aimed to investigate the effect of Benson's relaxation technique versus music intervention on physiological parameters and stress of children with thalassemia during blood transfusions. DESIGN A randomized, controlled trial with three parallel groups. METHODS One hundred and twenty preschool-age children with thalassemia who underwent blood transfusions were randomly assigned to three groups. Children of the control group received only routine hospital care through blood transfusions. Music intervention group children listened to recorded Mozart's music and children of Benson's relaxation group received relaxation intervention before and during the blood transfusions. Outcome measures were physiological parameters and behavioral distress levels. SETTING Hematology outpatient clinic of the Children's University Hospital at El-Shatby in Alexandria from October 2022 to February 2023. RESULTS The mean total score of children's behavioral responses to stress before the blood transfusions procedure was 19.32 ± 4.08, 14.20 ± 0.93, and 16.92 ± 4.74 in the control, music, and Benson groups, respectively. Beyond that, there was a decline in their physiological parameters and behavioral stress response during and after procedure among groups of study (P = 0.005 & <0.001, respectively). CONCLUSION Music and Benson's relaxation interventions had a helpful effect on stabilizing the physiological parameters and reducing behavioral distress levels in children with thalassemia undergoing blood transfusions. PRACTICE IMPLICATIONS This study directs paediatric nurses to apply Benson's relaxation and music interventions for children with thalassemia to enhance their responses.
PICO Summary
Population
Preschool-age children with thalassemia who underwent blood transfusions (n= 120).
Intervention
Benson’s relaxation technique intervention (n= 40).
Comparison
Mozart's music intervention (n= 40); routine hospital care (n= 40).
Outcome
The mean total score of children's behavioral responses to stress before the blood transfusions procedure was 19.32 ± 4.08, 14.20 ± 0.93, and 16.92 ± 4.74 in the control, music, and Benson groups, respectively. Beyond that, there was a decline in their physiological parameters and behavioral stress response during and after procedure among groups of study.
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Effect of Early Equal-Proportional Infusion of Plasma and Red Blood Cells on the Prognosis of Emergency Patients with Traumatic Hemorrhage
Fan, Y., Ye, Z., Tang, Y.
Clinical laboratory. 2023;69(7)
Abstract
BACKGROUND The goal was to study the effect of early equal-proportion transfusion on the prognosis of trauma patients with bleeding. METHODS Emergency hospital trauma patients were randomly divided into two groups, a group based on assessment of blood consumption (ABC) to assess whether need to start the massive blood transfusion patients, such as proportion of blood transfusion (fresh frozen plasma: suspended red blood cells = 1:1), and the other group using traditional methods of blood transfusion, namely according to routine blood and clotting function and hemodynamic parameters, to decide when and what blood constituents should be transfused. RESULTS The coagulation got better in the early equal-proportion transfusion group, there were significant differences of PT and APTT (p < 0.05). The amount of 24 hours RBC and plasma transfusion was decreased in the early equal-proportion transfusion group, compared to the control group (p < 0.05), the length of ICU stay was shortened, the 24-hours SOFA score was improved, and there was no significant difference in 24-hours mortality, in-hospital mortality and total length of in-hospital stay (p > 0.05). CONCLUSIONS Early transfusion can reduce the total amount of blood transfusion and shorten ICU time, but has no significant effect on mortality.
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Comparison of quantitative and calculated postpartum blood loss after vaginal delivery
Madar, H., Sentilhes, L., Goffinet, F., Bonnet, M. P., Rozenberg, P., Deneux-Tharaux, C.
American journal of obstetrics & gynecology MFM. 2023;:101065
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Full text
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Editor's Choice
Abstract
BACKGROUND Because there is no consensual method of assessing postpartum blood loss, the comparability and relevance of the postpartum hemorrhage-related literature is questionable. Quantitative blood loss assessment using a volumetric technique with a graduated collector bag has been proposed to overcome limitations of intervention-based outcomes but remains partly subjective and potentially biased by amniotic fluid or missed out-of-bag losses. Calculated blood loss based on laboratory parameters has been published and used as an objective method expected to reflect total blood loss, but few studies have compared quantitative with calculated blood loss. OBJECTIVE This study aimed to compare the distribution of postpartum blood loss after vaginal delivery assessed by two methods - quantitative and calculated blood loss - and the incidence of abnormal blood loss with each method. STUDY DESIGN The data came from the merged database of 3 multicenter, randomized controlled trials, all testing different interventions to prevent postpartum blood loss in individuals with a singleton live fetus ≥ 35 weeks, born vaginally. All 3 trials measured blood loss volume by using a graduated collector bag. Hematocrit was measured in the eighth or ninth month of gestation and on day 2 postpartum. The two primary outcomes were: quantitative blood loss defined by the total volume of blood loss measured in a graduated collector bag, and calculated blood loss mathematically defined from the peripartum hematocrit change (estimated blood volume × [(antepartum hematocrit - postpartum hematocrit)/antepartum hematocrit], where estimated blood volume (mL) = booking weight (kg) × 85). We modelled the association between positive quantitative blood loss and positive calculated blood loss with polynomial regression and calculated the Spearman correlation coefficient. RESULTS Among the 8341 individuals included in this analysis, the median quantitative blood loss (100 mL, interquartile range 50-275) was significantly lower than the median calculated blood loss (260 mL, interquartile range 0-630) (P<.05). The incidence of abnormal blood loss was lower with quantitative blood loss than calculated blood loss for blood loss ≥ 500 mL, ≥ 1000 mL and ≥ 2000 mL, respectively, it was 9.6% (799/8341) vs 32.3% (2691/8341), 2.1% (176/8341) vs 11.5% (959/8341), and 0.1% (10/8341) vs 1.4% (117/8341); (P<.05). Quantitative blood loss and calculated blood loss were significantly but moderately correlated (Spearman coefficient=0.44; P<.05). The association between them was not linear, and their difference tended to increase with blood loss. Negative calculated blood loss values occurred in 23% (1958/8341) of individuals; among them, more than 99% (1939/1958) had quantitative blood loss ≤ 500 mL. CONCLUSION Quantitative and calculated blood loss were significantly but moderately correlated after vaginal delivery. However, clinicians should be aware that quantitative blood loss is lower than calculated blood loss, with a difference that tended to rise as blood loss increased.
PICO Summary
Population
Patients who gave birth vaginally, participating in the TRACOR, CYTOCINON, and TRAAP randomised controlled trials (RCTs) in several French maternity units (n= 8,341).
Intervention
This study aimed to compare the distribution of postpartum blood assessed by two methods - quantitative and calculated blood loss - and the incidence of abnormal blood loss with each method.
Comparison
Outcome
The data came from 3 RCTs testing different interventions to prevent postpartum blood loss. All 3 trials measured blood loss volume by using a graduated collector bag. The authors modelled the association between positive quantitative blood loss and positive calculated blood loss with polynomial regression and calculated the Spearman correlation coefficient. The median quantitative blood loss (100 mL, IQR= 50, 275) was significantly lower than the median calculated blood loss (260 mL, IQR= 0, 630). The incidence of abnormal blood loss was lower with quantitative blood loss than calculated blood loss. Quantitative blood loss and calculated blood loss were significantly but moderately correlated (Spearman coefficient= 0.44). The association between them was not linear, and their difference tended to increase with blood loss. Negative calculated blood loss values occurred in 23% (1,958/8,341) of individuals; among them, more than 99% (1,939/1,958) had quantitative blood loss ≤ 500 mL.
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The Impact of a Humanized Nursing Model on the Nursing Outcomes of Emergency Transfusion Patients
Chen, J., Ding, D.
Alternative therapies in health and medicine. 2023
Abstract
BACKGROUND Emergency transfusion is a frequently performed invasive medical procedure. Patients often experience negative emotions and exhibit poor compliance during transfusion. Therefore, it is imperative to proactively implement effective nursing interventions. OBJECTIVE This study aims to investigate the impact of a humanized nursing model on the nursing outcomes of emergency transfusion patients. DESIGN This research was conducted as a randomized controlled experiment. SETTING The study was conducted in the emergency department of Suzhou Hospital of Integrated Chinese and Western Medicine. PARTICIPANTS A total of 120 patients who underwent emergency transfusion treatment in our hospital from February 2021 to October 2022 were selected. They were divided into two groups, the control group, and the observation group, using a random number table method, with 60 patients in each group. INTERVENTIONS The control group received standard nursing care, while the observation group received humanized nursing. PRIMARY OUTCOME MEASURES The primary outcome measures included (1) assessment of psychological states, (2) evaluation of physical and mental comfort, (3) assessment of transfusion compliance, (4) incidence of adverse transfusion events, and (5) assessment of nursing satisfaction. RESULTS Prior to nursing interventions, anxiety and depression scores were not significantly different between the two groups (P > .05). After nursing interventions, both groups exhibited a decrease in scores, with the observation group showing a more significant reduction compared to the control group (P < .05). In all aspects of physical and mental comfort, the observation group scored significantly higher than the control group (P < .05). Transfusion compliance and nursing satisfaction were significantly higher in the observation group compared to the control group (P < .01). The incidence of adverse transfusion events in the observation group was significantly lower than in the control group (P < .01). CONCLUSIONS Humanized nursing significantly improves anxiety and depression in emergency transfusion patients, enhances their physical and mental comfort, and increases transfusion compliance while reducing adverse transfusion events. It leads to high patient satisfaction with nursing services.
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Small-Volume Blood Collection Tubes to Reduce Transfusions in Intensive Care: The STRATUS Randomized Clinical Trial
Siegal, D. M., Belley-Côté, E. P., Lee, S. F., Hill, S., D'Aragon, F., Zarychanski, R., Rochwerg, B., Chassé, M., Binnie, A., Honarmand, K., et al
Jama. 2023
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Editor's Choice
Abstract
IMPORTANCE Blood collection for laboratory testing in intensive care unit (ICU) patients is a modifiable contributor to anemia and red blood cell (RBC) transfusion. Most blood withdrawn is not required for analysis and is discarded. OBJECTIVE To determine whether transitioning from standard-volume to small-volume vacuum tubes for blood collection in ICUs reduces RBC transfusion without compromising laboratory testing procedures. DESIGN, SETTING, AND PARTICIPANTS Stepped-wedge cluster randomized trial in 25 adult medical-surgical ICUs in Canada (February 5, 2019 to January21, 2021). INTERVENTIONS ICUs were randomized to transition from standard-volume (n = 10 940) to small-volume tubes (n = 10 261) for laboratory testing. MAIN OUTCOMES AND MEASURES The primary outcome was RBC transfusion (units per patient per ICU stay). Secondary outcomes were patients receiving at least 1 RBC transfusion, hemoglobin decrease during ICU stay (adjusted for RBC transfusion), specimens with insufficient volume for testing, length of stay in the ICU and hospital, and mortality in the ICU and hospital. The primary analysis included patients admitted for 48 hours or more, excluding those admitted during a 5.5-month COVID-19-related trial hiatus. RESULTS In the primary analysis of 21 201 patients (mean age, 63.5 years; 39.9% female), which excluded 6210 patients admitted during the early COVID-19 pandemic, there was no significant difference in RBC units per patient per ICU stay (relative risk [RR], 0.91 [95% CI, 0.79 to 1.05]; P = .19; absolute reduction of 7.24 RBC units/100 patients per ICU stay [95% CI, -3.28 to 19.44]). In a prespecified secondary analysis (n = 27 411 patients), RBC units per patient per ICU stay decreased after transition from standard-volume to small-volume tubes (RR, 0.88 [95% CI, 0.77 to 1.00]; P = .04; absolute reduction of 9.84 RBC units/100 patients per ICU stay [95% CI, 0.24 to 20.76]). Median decrease in transfusion-adjusted hemoglobin was not statistically different in the primary population (mean difference, 0.10 g/dL [95% CI, -0.04 to 0.23]) and lower in the secondary population (mean difference, 0.17 g/dL [95% CI, 0.05 to 0.29]). Specimens with insufficient quantity for analysis were rare (≤0.03%) before and after transition. CONCLUSIONS AND RELEVANCE Use of small-volume blood collection tubes in the ICU may decrease RBC transfusions without affecting laboratory analysis. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT03578419.
PICO Summary
Population
Adult patients in 25 medical-surgical intensive care units (ICU) in Canada (n= 21,201).
Intervention
Small-volume vacuum tubes for blood collection (n= 10,261).
Comparison
Standard-volume vacuum tubes for blood collection (n= 10,940).
Outcome
In the primary analysis of 21,201 patients, which excluded 6,210 patients admitted during the early COVID-19 pandemic, there was no significant difference in red blood cell (RBC) units per patient per ICU stay (relative risk [RR] 0.91; 95% CI [0.79, 1.05]; absolute reduction of 7.24 RBC units/100 patients per ICU stay 95% CI [-3.28, 19.44]). In a prespecified secondary analysis (n= 27,411 patients), RBC units per patient per ICU stay decreased after transition from standard-volume to small-volume tubes (RR 0.88; 95% CI [0.77, 1.00]; absolute reduction of 9.84 RBC units/100 patients per ICU stay 95% CI [0.24, 20.76]). Median decrease in transfusion-adjusted haemoglobin was not statistically different in the primary population (mean difference 0.10 g/dL; 95% CI [-0.04, 0.23]) and lower in the secondary population (mean difference 0.17 g/dL; 95% CI [0.05, 0.29]). Specimens with insufficient quantity for analysis were rare (≤0.03%) before and after transition.
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Trial-related blood sampling and red-blood-cell transfusions in preterm infants
Lewis, A. E., Kappel, S. S., Hussain, S., Sangild, P. T., Zachariassen, G., Aunsholt, L.
Acta paediatrica (Oslo, Norway : 1992). 2023
Abstract
AIM: To determine if trial-related blood sampling increases the risk of later red-blood-cell (RBC) transfusion in very preterm infants, we compared the volume of clinical- and trial-related blood samples, in a specific trial and correlated to subsequent RBC transfusion. METHODS For 193 very preterm infants, participating in the FortiColos trial (NCT03537365), trial-related blood volume drawn was in accordance to ethical considerations established by the European Commission. Medical records were reviewed to assess the number and cumulated volume (mL/kg) of blood samples (both clinical- and trial-related). Data were compared with need of RBC transfusions during the first 28days of life. RESULTS Mean (SD) gestational age and bith weight was 28 ± 1 weeks and 1168 ± 301 g. In total, 11% of total blood volume was drawn for sampling (8.1 ± 5.1 mL/kg) and trial-related sampling accounted for 1.6 ± 0.6 mL/kg. Trial-related blood sampling had no impact on RBC transfusion (p=0.9). CONCLUSION Clinical blood sampling in very preterm infants is associated with blood loss and subsequent need for RBC transfusions. In a specific trial requiring blood samples, we found no additional burden of trial-related blood sampling. The study suggest that trial-related sampling is safe if European criteria are followed.
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Platelet Function Testing Using Sonoclot and TEG6s as a Platelet Transfusion Prediction Tool in Open Heart Surgery
Sato, T., Edanaga, M., Yamakage, M., Harada, R., Kawaharada, N.
Cureus. 2023;15(11):e49131
Abstract
Introduction The point-of-care test (POCT) is useful for blood coagulation management during cardiovascular surgery. Although thromboelastography (TEG6s) has been reported to have targeted benefits for blood transfusion in cardiac surgery, Sonoclot analysis has not yet been fully validated. In this study, we evaluated the accuracy of Sonoclot, especially platelet function (PF) as a platelet concentrate (PC) transfusion parameter, compared to TEG6s in cardiovascular surgery. Methods This single-center, prospective, randomised trial was conducted at a university hospital. Forty-two adult patients who underwent elective cardiac surgery requiring cardiopulmonary bypass were included in this study between 2017 and 2021. The participants were randomly assigned to the Sonoclot (S) or Sonoclot and TEG6s (ST) groups. The amount of intraoperative PC was determined according to the POCT parameter values at the time of protamine administration. In addition, we investigated the correlation between PF parameters of POCT and platelet count at the end of surgery. Results There was no statistically significant difference in the intraoperative PC volume between the two groups. The Sonoclot PF parameter, PF, was moderately correlated with platelet count at the end of surgery (r=0.5449, p=0.009), and the TEG6s PF parameter showed a strong correlation with platelet count at the end of surgery (r=0.7744, p<0.001). Conclusion There was no statistically significant difference in platelet transfusion volume between the Sonoclot and TEG6s in this study. The correlation between the PF of the Sonoclot and platelet count was moderate. This study suggests that PF of Sonoclot may be a potentiating indicator of PF.
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Noninvasive hemoglobin monitoring for maintaining hemoglobin concentration within the target range during major noncardiac surgery: A randomized controlled trial
Park, S. K., Hur, C., Kim, Y. W., Yoo, S., Lim, Y. J., Kim, J. T.
Journal of clinical anesthesia. 2023;93:111326
Abstract
STUDY OBJECTIVE The effect of noninvasive CO-oximetry hemoglobin (SpHb) monitoring on the clinical outcomes of patients undergoing surgery remains unclear. This trial aimed to evaluate whether SpHb monitoring helps maintain hemoglobin levels within a predefined target range during major noncardiac surgeries with a potential risk of intraoperative hemorrhage. DESIGN A single-center, prospective, randomized controlled trial. SETTING University hospital. PATIENTS One hundred and thirty patients undergoing elective noncardiac surgery with a potential risk of hemorrhage. INTERVENTIONS Patients were randomly allocated to undergo either SpHb-guided management (SpHb group) or usual care (control group). MEASUREMENTS The primary outcome was the rate of deviation of the total hemoglobin concentration (determined from laboratory testing) from a pre-specified target range (8-14 g/dL). This was defined as the number of laboratory tests revealing such deviations divided by the total number of laboratory tests performed during the surgery. MAIN RESULTS The primary outcome occurred significantly less frequently in the SpHb group as compared to that in the control group (15/555 [2.7%]) vs. 68/598 [11.4%]; relative risk, 0.24; 95% confidence interval, 0.13-0.41; P < 0.001). Fewer point-of-care blood tests were performed in the SpHb group than in the control group (median [interquartile range], 2 [1-4] vs. 4 [2-5]; P < 0.001). There were no significant intergroup differences in the number of patients who received red blood cell transfusions during surgery (SpHb vs. control, 33.8% vs. 46.2%; P = 0.201). The incidence of unnecessary red blood cell preparation (>2 units) was lower in the SpHb group than in the control group (3.1% vs. 16.9%; P = 0.024). CONCLUSIONS Compared with routine care, SpHb-guided management resulted in significantly lower rates of hemoglobin deviation outside the target range intraoperatively in patients undergoing major noncardiac surgeries with a potential risk of hemorrhage. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov (identifier: NCT03816514).
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10.
Use of Cognitive Aids to Augment Point of Care Hemorrhage Control Skills in Laypersons
Dadario, N. B., Shleiwet, N. H., Santana Felipes, R. C., Cook, B., Cooney, J. V., Stephenson, K. M., Elsmore, M., Jafri, F. N.
Disaster medicine and public health preparedness. 2023;17:e428
Abstract
OBJECTIVE The Stop the Bleed course aims to improve bystander hemorrhage control skills and may be improved with point-of-care aids. We sought to create and examine a variety of cognitive aids to identify an optimal method to augment bystander hemorrhage control skills in an emergency scenario. METHODS Randomized trial of 346 college students. Effects of a visual or visual-audio aid on hemorrhage control skills were assessed through randomization into groups with and without prior training or familiarization with aids compared with controls. Tourniquet placement, wound packing skills, and participant comfortability were assessed during a simulated active shooter scenario. RESULTS A total of 325 (94%) participants were included in the final analyses. Participants who had attended training (odds ratio [OR], 12.67; P = 9.3 × 10(-11)), were provided a visual-audio aid (OR, 1.96; P = 0.04), and were primed on their aid (OR, 2.23; P = 0.01) were superior in tourniquet placement with less errors (P < 0.05). Using an aid did not improve wound packing scores compared with bleeding control training alone (P > 0.05). Aid use improved comfortability and likelihood to intervene emergency hemorrhage scenarios (P < 0.05). CONCLUSIONS Using cognitive aids can improve bystander hemorrhage control skills with the strongest effects if they were previously trained and used an aid which combined visual and audio feedback that they were previously introduced to during the course training.