Literature DB >> 28260994

Risk factors for intraoperative massive transfusion in pediatric liver transplantation: a multivariate analysis.

Seok-Joon Jin1, Sun-Key Kim1, Seong-Soo Choi1, Keum Nae Kang2, Chang Joon Rhyu2, Shin Hwang3, Sung-Gyu Lee3, Jung-Man Namgoong3, Young-Kug Kim1.   

Abstract

Background: Pediatric liver transplantation (LT) is strongly associated with increased intraoperative blood transfusion requirement and postoperative morbidity and mortality. In the present study, we aimed to assess the risk factors associated with massive transfusion in pediatric LT, and examined the effect of massive transfusion on the postoperative outcomes.
Methods: We enrolled pediatric patients who underwent LT between December 1994 and June 2015. Massive transfusion was defined as the administration of red blood cells ≥100% of the total blood volume during LT. The cases of pediatric LT were assigned to the massive transfusion or no-massive transfusion (administration of red blood cells <100% of the total blood volume during LT) group. Univariate and multivariate logistic regression analyses were performed to evaluate the risk factors associated with massive transfusion in pediatric LT. Kaplan-Meier survival analysis, with the log rank test, was used to compare graft and patient survival within 6 months after pediatric LT between the 2 groups.
Results: The total number of LT was 112 (45.0%) and 137 (55.0%) in the no-massive transfusion and massive transfusion groups, respectively. Multivariate logistic regression analysis indicated that high white blood cell (WBC) count, low platelet count, and cadaveric donors were significant predictive factors of massive transfusion during pediatric LT. The graft failure rate within 6 months in the massive transfusion group tended to be higher than that in the no-massive transfusion group (6.6% vs. 1.8%, P = 0.068). However, the patient mortality rate within 6 months did not differ significantly between the massive transfusion and no-massive transfusion groups (7.3% vs. 7.1%, P = 0.964).
Conclusion: Massive transfusion during pediatric LT is significantly associated with a high WBC count, low platelet count, and cadaveric donor. This finding can provide a better understanding of perioperative blood transfusion management in pediatric LT recipients.

Entities:  

Keywords:  massive transfusion; pediatric liver transplantation; risk factors.

Mesh:

Year:  2017        PMID: 28260994      PMCID: PMC5332847          DOI: 10.7150/ijms.17502

Source DB:  PubMed          Journal:  Int J Med Sci        ISSN: 1449-1907            Impact factor:   3.738


Introduction

Liver transplantation (LT) has been introduced as a curative treatment for children with end stage liver disease. Since Starzl performed the first successful pediatric LT in 1967 1, the advances in the surgical techniques, anesthetic management, and immunosuppressant therapy have led to improvements in the long-term survival rate to >80% 2. Nevertheless, hepatic graft failure may still develop, and often affects patient survival after LT. Death in most cases of pediatric LT occurs within 6 months of the LT 3. In addition, massive blood loss and subsequent blood transfusion, which are associated with higher morbidity and mortality, are frequently noted during pediatric LT 4-8. Liver cirrhosis, associated with a bleeding tendency during LT as a result of a complex hemostatic disorder, is not commonly observed in children. In contrast, biliary atresia, a very common disease requiring pediatric LT, is associated with peritoneal adhesion and recurrent inflammation of the bile tree, as most of these patients have previously undergone hepatoportoenterostomy and experience recurrent cholangitis 9. Thus, peritoneal adhesion in these patients requires a greater amount of blood products and a longer operation time during intraabdominal surgery 10. The total blood volume of neonates and children is usually small, and hence, there is a greater possibility of massive transfusion during major operations in pediatric patients. Although major advances have been made in surgical and anesthetic management to reduce the use of blood products during LT, the incidence of large blood loss during LT remains high. As the intraoperative blood transfusion requirement is directly related to poor outcomes 11-13, minimizing and predicting the need for massive transfusion during pediatric LT are important. However, only limited information is available regarding the risk factors for intraoperative massive transfusion in pediatric LT recipients. In the present study, we aimed to evaluate the risk factors associated with massive transfusion during pediatric LT. Moreover, we examined the effect of massive transfusion on postoperative outcomes, such as graft failure and patient mortality, after pediatric LT.

Materials and Methods

Patient characteristics

The institutional review board of Asan Medical Center, Seoul, Republic of Korea approved this study. The medical records from the general ward and intensive care units, as well as data on the operation and anesthesia used, were retrospectively reviewed. We enrolled pediatric patients who underwent LT between December 1994 and June 2015. The exclusion criteria were as follows: incomplete data from medical records, preoperative anticoagulant use, and simultaneous transplantation of another organ. The demographic data, primary diagnosis, donor type, surgical technique for the donor, preoperative laboratory values, and intraoperative variables, as well as the presence of elective/emergent surgery, re-LT, ascites, chronic kidney disease, esophageal varix, fulminant hepatic failure, hepatic encephalopathy, peritonitis, previous abdominal surgery, and portal vein thrombosis were recorded to evaluate the risk factors for intraoperative massive transfusion.

General anesthesia

After routine monitoring (pulse oximetry, electrocardiography, and non-invasive blood pressure recording), general anesthesia was induced by using an intravenous bolus injection of thiopental sodium (5 mg/kg), fentanyl (0.5-1 μg/kg), and rocuronium (0.6 mg/kg) or vecuronium (0.15 mg/kg). After tracheal intubation, anesthesia was maintained using 1-2 vol% sevoflurane, 50% oxygen in medical air, a continuous infusion of fentanyl (3-5 μg/kg/h), and rocuronium (0.2 mg/kg/h) or vecuronium (0.05 mg/kg/h). Patients were mechanically ventilated at a constant tidal volume of 8-10 ml/kg, and the respiratory rate was adjusted to maintain the end-tidal carbon dioxide partial pressure between 35 and 40 mmHg during the operation. Arterial and central venous catheters were placed for hemodynamic monitoring and blood sampling. Crystalloid (plasma solution A, CJ Pharmaceutical, Seoul, Korea) and colloid (albumin) were administered during LT.

Surgical procedure

The surgical technique comprised a bilateral subcostal incision, with extension to the xiphoid, or an inverted T-shaped incision. Total hepatectomy was performed in the recipients after clamping the inferior vena cava, portal vein, and hepatic artery; a venous-venous bypass was not adopted. Prior to engraftment, the donor liver was flushed with 1000 ml of Histidine-Tryptophan-Ketoglutarate solution via the portal vein. Venoplasty of the hepatic vein and/or portal vein in the recipient was preceded by the an-hepatic phase, and engraftment was performed with the anastomosis of the hepatic vein, portal vein, and hepatic artery. We routinely checked the vascular perfusion of the liver graft using Doppler sonography after engraftment. Hemostasis was achieved by direct suture ligation or electrocoagulation. A Roux-en-Y hepaticojejunostomy was performed using interrupted sutures.

Definition of massive transfusion

Since the total blood volume in children varies according to age, the definition of massive transfusion in children should be relative to the total body volume of specific age groups 8. The total blood volume in children aged >3 months was considered to be 70 ml/kg 14. Massive transfusion was defined as the administration of red blood cells ≥100% of the total blood volume. The cases of pediatric LT were assigned to the massive transfusion group (administration of red blood cells ≥100% of the total blood volume during LT) or no-massive transfusion group (administration of red blood cells <100% of the total blood volume during LT). Intraoperative red blood cell transfusion was performed in cases where the hemoglobin level was <8.0 mg/dl.

Postoperative outcomes

The postoperative outcome measures included graft failure and patient mortality. We used the definition of early graft failure reported in previous studies 15-17. We limited the survival analysis of grafts to 6 months in order to evaluate the influence of massive transfusion on early graft dysfunction and to minimize other factors that may contribute to late graft dysfunction, such as newly developed liver disease. We also defined early patient mortality as death that occurred within 6 months of the surgery.

Statistical analysis

Data were expressed as means ± standard deviation or number (%), as appropriate. Continuous variables were compared using Student's t-test or Mann-Whitney U test, whereas categorical variables were compared using the χ2 test or Fisher's exact test, as appropriate. The most relevant risk factors associated with intraoperative massive transfusion were selected in the univariate logistic regression analysis. Variables with a P value <0.2 in the univariate logistic regression analysis were included in the final multivariate logistic regression analysis. In all other analyses, except for univariate logistic regression analysis, a P value <0.05 was considered statistically significant. Kaplan-Meier survival analysis, with a log rank test, was used to compare graft and patient survival within 6 months of pediatric LT, between the massive transfusion and no-massive transfusion groups. Statistical analyses were conducted using R (version 3.1.2; R Foundation for Statistical Computing, Vienna, Austria), SigmaStat for Windows (version 3.5; Systat Software, Inc., Chicago, IL), and SPSS for Windows (version 23.0.0; IBM Corporation, Chicago, IL).

Results

Of the 257 pediatric LT procedures conducted during the study period, 249 were included in the analysis (Figure 1). The recipient age ranged from 3 months to 17 years. The total volume of red blood cell transfusion for all patients was 126.7 ± 175.4 ml/kg. The distribution of the red blood cell transfusion amount is illustrated in Figure 2. Intraoperative massive transfusion was observed in 137 (55.0%) of 249 LT procedures, whereas 14 (5.6%) LT procedures did not require blood transfusion (Figure 2).
Figure 1

Study flow chart.

Figure 2

Histogram representing the distribution of the ratio of transfused red blood cell volume to total blood volume. No-massive transfusion (blue bars) indicates the administration of red blood cell <100% of the total blood volume during liver transplantation. Massive transfusion (red bars) indicates the administration of red blood cell ≥100% of the total blood volume during liver transplantation. LT, liver transplantation.

Preoperative characteristics were compared between the massive transfusion group and no-massive transfusion group (Table 1). The sex, donor type, and surgical technique for the donor excluding the left lateral segment, as well as the presence of ascites and chronic kidney disease significantly differed between the massive transfusion and no-massive transfusion groups (Table 1). The WBC, hemoglobin, platelet, protein, and C-reactive protein values were also significantly different between the 2 groups (Table 2). A greater amount of cryoprecipitate, fresh frozen plasma, platelet concentrate, crystalloid, and colloid was administered in the massive transfusion group than in the no-massive transfusion group (Table 2).
Table 1

Preoperative characteristics.

No-massive transfusion (n = 112)Massive transfusion (n = 137)P value
Sex
Female/Male51 (45.5%)/61 (54.5%)80 (58.4%)/57 (41.6%)0.043
Age (years)4.7 ± 4.74.1 ± 5.00.337
Weight (kg)19.8 ± 15.518.7 ± 18.30.593
Height (cm)99.4 ± 32.094.1 ± 35.10.221
Body mass index (kg/m2)18.1 ± 5.617.3 ± 3.00.135
Primary diagnosis
Biliary atresia53 (47.3%)69 (50.4%)0.633
Wilson's disease5 (4.5%)12 (8.8%)0.181
Other diseasesa54 (48.2%)56 (40.9%)0.246
Donor type
Living/Cadaveric donor105 (93.8%)/7 (6.3%)111 (81.0%)/26 (19.0%)0.003
Surgical technique for the donor
Left lateral segment37 (33.0%)55 (40.1%)0.248
Left lobe61 (54.5%)48 (35.0%)0.002
Other techniquesb14 (12.5%)34 (24.8%)0.014
Elective/Emergent LT
Elective/Emergent89 (79.5%)/23 (20.5%)97 (70.8%)/40 (29.2%)0.118
Re-LTc4 (3.6%)13 (9.5%)0.066
Ascites49 (43.8%)78 (56.9%)0.038
Chronic kidney disease2 (1.8%)11 (8.0%)0.028
Esophageal varix29 (25.9%)30 (21.9%)0.461
Fulminant hepatic failure31 (27.7%)29 (21.2%)0.232
Hepatic encephalopathy23 (20.5%)30 (21.9%)0.794
Peritonitis24 (21.4%)34 (24.8%)0.529
Previous abdominal surgery52 (46.4%)70 (51.1%)0.464
Portal vein thrombosis8 (7.1%)6 (4.4%)0.346

Data are the mean ± standard deviation or number (%), as appropriate. LT, liver transplantation. aOther diseases included hepatoblastoma, viral hepatitis, toxic hepatitis, liver cirrhosis, acute liver failure, glycogen storage disease, and metabolic disease. bOther techniques included right lobe, dual left lobe, and whole liver. cNumber of re-LT included 14 re-LT, of which the first and second LTs were conducted during study period, as well as 3 re-LT, of which the first LT was not conducted during study period.

Table 2

Preoperative laboratory values and intraoperative variables.

No-massive transfusion (n = 112)Massive transfusion (n = 137)P value
Preoperative laboratory values
WBC (×103/μl)7.1 ± 3.88.8 ± 5.40.005
Hemoglobin (g/dl)10.0 ± 1.99.3 ± 1.90.009
Platelet (×103/μl)167.5 ± 103.6133.9 ± 86.90.006
Aspartate transaminase (U/l)406.3 ± 633.6590.7 ± 1610.50.255
Alanine transaminase (U/l)382.5 ± 891.2410.2 ± 1044.30.824
Total bilirubin (mg/dl)16.2 ± 11.417.1 ± 12.00.536
Protein (g/dl)6.3 ± 0.96.0 ± 1.00.005
Albumin (g/dl)3.2 ± 0.73.0 ± 0.60.107
Creatinine (mg/dl)0.4 ± 0.30.6 ± 1.00.146
Prothrombin time (INR)1.9 ± 1.22.0 ± 1.10.547
aPTT (sec)47.9 ± 27.749.9 ± 28.40.655
C-reactive protein (mg/l)1.0 ± 1.41.5 ± 1.80.025
Intraoperative variables
Packed red blood cell use (U/kg)0.1 ± 0.10.7 ± 0.7<0.001
Cryoprecipitate use (U/kg)0.02 ± 0.10.10 ± 0.1<0.001
Fresh frozen plasma use (U/kg)0.1 ± 0.20.3 ± 0.4<0.001
Platelet concentrate use (U/kg)0.02 ± 0.10.10 ± 0.1<0.001
Crystalloid use (ml/kg)150.0 ± 151.6183.2 ± 110.10.047
Colloid use (ml/kg)47.4 ± 45.483.4 ± 65.9<0.001
Operation time (min)664.8 ± 174.5700.7 ± 164.80.097

Data are the mean ± standard deviation. WBC, white blood cell; INR, international normalized ratio; aPTT, activated partial thromboplastin time.

The results of univariate analysis are summarized in Table 3. Sex, cadaveric donor, and surgical technique for the donor; WBC, hemoglobin, platelet, albumin, and creatinine values; presence of emergent LT, re-LT, ascites, and chronic kidney disease; and operation time were selected for inclusion in the multivariate logistic regression analysis (P <0.2). Multivariate logistic regression analysis indicated that high WBC count, low platelet count, and cadaveric donor were significant predictive risk factors of massive transfusion during pediatric LT (Table 4).
Table 3

Univariate analysis of the risk factors for a massive transfusion during pediatric liver transplantation.

VariablesOdds ratio95% confidence intervalP value
Sex
Female1.000
Male0.5960.360-0.9860.044
Age0.9750.927-1.0260.336
Weight0.9960.982-1.0110.592
Height0.9950.988-1.0030.220
Primary diagnosis
Biliary atresia1.000
Wilson's disease1.8430.612-5.5550.277
Other diseasesa0.7970.475-1.3370.389
Donor type
Living donor1.000
Cadaveric donor3.5141.463-8.4390.005
Surgical technique for the donor
Left lateral segment1.000
Left lobe0.5290.302-0.9290.027
Other techniquesb1.6340.772-3.4550.199
Elective/Emergent LT
Elective1.000
Emergent1.5960.886-2.8730.119
Re-LT2.8310.896-8.9390.076
Ascites1.7001.027-2.8130.039
Chronic kidney disease4.8021.042-22.1340.044
Esophageal varix0.8020.447-1.4410.461
Peritonitis1.2100.668-2.1940.529
Previous abdominal surgery1.2060.731-1.9880.464
Portal vein thrombosis0.5950.200-1.7700.351
WBC1.0821.022-1.1450.006
Hemoglobin0.8330.722-0.9600.012
Platelet0.9960.993-0.9990.007
Total bilirubin1.0070.985-1.0290.534
Albumin0.7180.479-1.0760.108
Creatinine1.3580.874-2.1100.173
Prothrombin time1.0700.859-1.3340.546
Operation time1.0011.000-1.0030.101

LT, liver transplantation; WBC, white blood cell. aOther diseases included hepatoblastoma, viral hepatitis, toxic hepatitis, liver cirrhosis, acute liver failure, glycogen storage disease, and metabolic disease. bOther techniques included right lobe, dual left lobe, and whole liver.

Table 4

Multivariate analysis of the risk factors for a massive transfusion during pediatric liver transplantation.

VariablesRegression coefficientWaldOdds ratio95% confidence intervalP value
WBC0.15917.11.1721.087-1.264<0.001
Platelet-0.00715.70.9930.989-0.996<0.001
Donor type
Living donor1.000
Cadaveric donor1.50310.54.4961.809-11.1730.001

WBC, white blood cell.

The graft failure rate within 6 months of LT in the massive transfusion group tended to be higher than that in the no-massive transfusion group, although the values did not significantly differ (6.6% vs. 1.8%, P = 0.068) (Figure 3). However, the mortality rate within 6 months of LT did not differ significantly between the massive transfusion and no-massive transfusion groups (7.3% vs. 7.1%, P = 0.964) (Figure 3).
Figure 3

Kaplan-Meier curves of graft survival (A) and patient survival (B) within 6 months of the pediatric liver transplantation. The blue solid line indicates patient or graft survival in the no-massive transfusion group. The red solid line indicates patient or graft survival in the massive transfusion group.

Discussion

In the present study, we found that the risk factors for intraoperative massive transfusion in pediatric LT were high WBC count, low platelet count, and cadaveric donor. We also found that early graft failure tended to be higher in the massive transfusion group than in the no-massive transfusion group. Massive transfusion may be associated with serious complications such as hypothermia, electrolyte abnormalities, immunologic complications, coagulopathy, transfusion reactions, and postoperative mortality 14, 18, 19. Although the factors predicting blood loss and transfusion during LT have been previously evaluated, those studies primarily included adult patients 13, 20-24. Moreover, the factors influencing blood transfusion in pediatric LT were evaluated under preoperative conditions, with varying anatomical and surgical factors 4, 5. However, the results have not been consistent, due to the differences in the preoperative status, surgical techniques 22, massive transfusion definitions 5, and transfusion triggers between studies. In our present study, we followed a commonly used definition of massive transfusion in children 14 and divided the cases into the massive blood transfusion and no-massive blood transfusion groups. Furthermore, we believe that our current results are reliable because the data were collected from a single institution that had highly experienced surgical and anesthetic teams 25-27. In our present series, a high WBC count was a unique factor that predicted intraoperative massive transfusion during pediatric LT. Previous studies have indicated that bacterial infections are common in patients with upper gastrointestinal hemorrhage 28-30, possibly because of preoperative invasive procedures, bacterial translocation in the intestine, and defects in the scavenging system 29, 31. Bernard et al. showed that bacterial infection is not only an independent factor of bleeding in liver dysfunction patients, but is also an important prognostic factor for mortality 30. The relationship between bleeding and bacterial infection in these studies supports our finding that leukocytosis can produce massive bleeding in patients with liver dysfunction. Moreover, peritoneal adhesion is inevitable after trans-peritoneal surgery. Children with biliary atresia, recurrent peritonitis, or cholangitis, which cause inevitable peritoneal adhesion, are commonly encountered, particularly among those with hepatoportoenterostomy. Adhesiolysis during LT can lead to increased blood loss 10, which may then contribute to massive transfusion in patients with coagulopathy or hemodynamic instability. Moreover, bacterial infection can lead to failure of bleeding control in the esophageal varix 32. Our study suggests that massive transfusion during LT occurs more easily in children who are susceptible to bacterial infection and recurrent inflammation of the abdominal cavity. Our finding of the association between low platelet count and massive transfusion is consistent with that observed in previous studies 22, 33. Deakin et al. demonstrated that low platelet count was the best predictor of massive transfusion. Similarly, the intraoperative transfusion requirement during LT was strongly associated with lower platelet count 33. Marino et al. showed that patients who could not maintain normal platelet levels, despite the preoperative correction of platelet counts, were likely to have a high level of blood usage 34. Importantly, a lower platelet count is associated with impaired coagulation function, which can lead to bleeding and blood transfusion during pediatric LT. We found that the incidence of massive transfusion was higher in patients who underwent cadaveric donor LT than in those who underwent living-donor LT 35. Fasco et al. reported that patients who underwent living-donor LT required 66% fewer total blood products, as compared to those who underwent cadaveric donor LT, and that patients in the living-donor LT group had milder disease and more preserved coagulation function than those in the cadaveric donor LT group. In our present study, cadaveric donor LT was selected if the patient was undergoing an emergent operation or had fulminant hepatic failure, and if the patient did not have a living donor. However, some other studies have indicated conflicting results 7, 36, 37. Pirate et al. did not observe a significant difference in blood transfusion between cadaveric donor LT and living-donor LT. The reasons for such discrepancies may be due to the differences in the preoperative conditions of patients, blood transfusion triggers, and inclusion criteria for LT recipients. In our present analysis, the incidence of early graft failure tended to be higher in the massive transfusion group than in the no-massive transfusion group (6.6% vs. 1.8%, P = 0.068). Previous studies showed that massive transfusion was commonly associated with a wide range of complications, such as transfusion reactions to liver graft, systemic immunological deteriorations, metabolic deteriorations, and coagulopathy 14, and indicated the need for careful monitoring and strategy to reduce large blood loss and subsequent massive transfusion. Moreover, studies have reported a wide variation in graft survival 38, 39. Hence, further study is needed to clarify the association between massive transfusion and graft failure in pediatric LT. There is a possibility of selection bias due to the retrospective nature of the present study. As patients were not enrolled according to predefined criteria, the wide range of age, weight, height, or disease entity may affect our results. However, we assessed almost all the possible variables associated with massive transfusion. Hence, there is minimal possibility of bias in the selection of study patients. In conclusion, we have found that high WBC count, low platelet count, and cadaveric donor are significant factors for predicting massive transfusion during pediatric LT. This result may offer valuable information on perioperative transfusion management in pediatric recipients who have a high risk of massive bleeding during LT.
  37 in total

1.  Ascites, but not hyponatremia, is associated with high intraoperative transfusion and vasopressor requirements during liver transplantation.

Authors:  V W Xia; A Fond; B Du
Journal:  Transplant Proc       Date:  2006-06       Impact factor: 1.066

2.  Bacterial infection is independently associated with failure to control bleeding in cirrhotic patients with gastrointestinal hemorrhage.

Authors:  J Goulis; A Armonis; D Patch; C Sabin; L Greenslade; A K Burroughs
Journal:  Hepatology       Date:  1998-05       Impact factor: 17.425

3.  Intraoperative blood transfusion requirements and deficient hemostasis in highly alloimmunized patients undergoing liver transplantation.

Authors:  I R Marino; T Weber; C O Esquivel; Y G Kang; T E Starzl; R J Duquesnoy
Journal:  Transplant Proc       Date:  1988-12       Impact factor: 1.066

4.  Liver replacement for pediatric patients.

Authors:  T E Starzl; L J Koep; G P Schröter; C G Halgrimson; K A Porter; R Weil
Journal:  Pediatrics       Date:  1979-06       Impact factor: 7.124

Review 5.  Peritoneal adhesions: etiology, pathophysiology, and clinical significance. Recent advances in prevention and management.

Authors:  T Liakakos; N Thomakos; P M Fine; C Dervenis; R L Young
Journal:  Dig Surg       Date:  2001       Impact factor: 2.588

Review 6.  Pediatric liver transplantation: where do we stand? Where we are going to?

Authors:  Denis Devictor; Pierre Tissieres
Journal:  Expert Rev Gastroenterol Hepatol       Date:  2013-09       Impact factor: 3.869

Review 7.  A complete treatment of adult living donor liver transplantation: a review of surgical technique and current challenges to expand indication of patients.

Authors:  S-G Lee
Journal:  Am J Transplant       Date:  2014-10-30       Impact factor: 8.086

8.  Transfusion requirements during cadaveric and living donor pediatric liver transplantation.

Authors:  Sezgin Ulukaya; Levent Acar; Hilmi Omer Ayanoglu
Journal:  Pediatr Transplant       Date:  2005-06

9.  Intraoperative red blood cell transfusion in liver transplantation: influence on patient outcome, prediction of requirements, and measures to reduce them.

Authors:  Emilio Ramos; Antonia Dalmau; Antonio Sabate; Carmen Lama; Laura Llado; Juan Figueras; Eduardo Jaurrieta
Journal:  Liver Transpl       Date:  2003-12       Impact factor: 5.799

10.  Intraoperative blood loss in pediatric liver transplantation: analysis of preoperative risk factors.

Authors:  Y M Ozier; B Le Cam; G Chatellier; D Eyraud; O Soubrane; D Houssin; C Conseiller
Journal:  Anesth Analg       Date:  1995-12       Impact factor: 5.108

View more
  3 in total

1.  Advancing Prediction of Risk of Intraoperative Massive Blood Transfusion in Liver Transplantation With Machine Learning Models. A Multicenter Retrospective Study.

Authors:  Sai Chen; Le-Ping Liu; Yong-Jun Wang; Xiong-Hui Zhou; Hang Dong; Zi-Wei Chen; Jiang Wu; Rong Gui; Qin-Yu Zhao
Journal:  Front Neuroinform       Date:  2022-05-13       Impact factor: 3.739

2.  Perioperative blood transfusion decreases long-term survival in pediatric living donor liver transplantation.

Authors:  Karina Gordon; Estela Regina Ramos Figueira; Joel Avancini Rocha-Filho; Luiz Antonio Mondadori; Eduardo Henrique Giroud Joaquim; Joao Seda-Neto; Eduardo Antunes da Fonseca; Renata Pereira Sustovitch Pugliese; Agustin Moscoso Vintimilla; Jose Otavio Costa Auler; Maria Jose Carvalho Carmona; Luiz Augusto Carneiro D'Alburquerque
Journal:  World J Gastroenterol       Date:  2021-03-28       Impact factor: 5.742

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

Authors:  Lingcan Tan; Xiaozhen Wei; Jianming Yue; Yaoxin Yang; Weiyi Zhang; Tao Zhu
Journal:  Int J Med Sci       Date:  2021-10-15       Impact factor: 3.738

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.