Literature DB >> 32024329

Effect of red blood cell transfusion on short-term outcomes in very low birth weight infants.

Eui Young Lee1, Sung Shin Kim1, Ga Young Park1, Sun Hyang Lee1.   

Abstract

BACKGROUND: Red blood cell (RBC) transfusion improves cardiorespiratory status of preterm infants by increasing circulating hemoglobin, improving tissue oxygenation, and reducing cardiac output. However, RBC transfusion itself has also been suggested to negatively affect short-term outcomes such as intraventricular hemorrhage (IVH), bronchopulmonary dysplasia (BPD), retinopathy of prematurity (ROP), and necrotizing enterocolitis (NEC) in premature infants.
PURPOSE: This study aimed to analyze the relationship between RBC transfusion and short-term outcomes in very low birth weight (VLBW) infants (birth weight, <1,500 g).
METHODS: We retrospectively reviewed the medical records of VLBW infants admitted to the Soonchunhyang University Bucheon Hospital between October 2010 and December 2017. Infants who died during hospitalization were excluded. The infants were divided into 2 groups according to RBC transfusion status. We investigated the relationship between RBC transfusion and short-term outcomes including BPD, ROP, NEC, and IVH.
RESULTS: Of the 250 enrolled VLBW infants, 109 (43.6%) underwent transfusion. Univariate analysis revealed that all shortterm outcomes except early-onset sepsis and patent ductus arteriosus were associated with RBC transfusion. In multivariate analysis adjusted for gestational age, birth weight and Apgar score at 1 minute, RBC transfusion was significantly correlated with BPD (odds ratio [OR], 5.42; P<0.001) and NEC (OR, 3.40; P= 0.009).
CONCLUSION: RBC transfusion is significantly associated with adverse clinical outcomes such as NEC and BPD in VLBW infants. Careful consideration of the patient's clinical condition and appropriate guidelines is required before administration of RBC transfusions.

Entities:  

Keywords:  Bronchopulmonary dysplasia; Erythrocyte transfusion; Necrotizing enterocolitis; Premature infant; Very low birth weight infant

Year:  2020        PMID: 32024329      PMCID: PMC7029666          DOI: 10.3345/kjp.2019.00990

Source DB:  PubMed          Journal:  Clin Exp Pediatr        ISSN: 2713-4148


Graphical abstract. Is red blood cell transfusion significantly associated with the short-term outcomes of very low birth weight infants?

Introduction

The development of neonatal intensive care has improved the survival of low birth weight and premature infants compared to previous years. In Republic of Korea, survival rates of very low birth weight (VLBW) infants (birth weight, <1,500 g) and extremely low birth weight (ELBW) infants (birth weight, <1,000 g) were 35.6% and 6.5% respectively in the 1960s. However, in the early part of 2010, these rates increased to 85.3% (VLBW) and 68.9% (ELBW) [1]. As the survival rate of low birth weight infants increases, the need for red blood cell (RBC) transfusions has also increased. Especially in the early postnatal period, low birth weight infants are at high risk for cardiopulmonary dysfunction and undergo many laboratory tests. Frequent phlebotomy leads to anemia and RBC transfusion in low birth weight infants [2]. The smaller the body weight, the greater the need for RBC transfusion. More than two-thirds of RBC transfusions in VLBW infants are administered in the first month of life [3]. RBC transfusion is known to improve cardiorespiratory status by increasing circulating hemoglobin (Hb) and improving tissue oxygenation in preterm infants. However, in some studies, it has been reported that RBC transfusion increases the incidence of significant short-term adverse outcomes such as intraventricular hemorrhage (IVH), bronchopulmonary dysplasia (BPD), retinopathy of prematurity (ROP), and necrotizing enterocolitis (NEC) [4-7]. Baer et al. [8] reported that RBC transfusion in VLBW infants is an independent risk factor for severe IVH. Other studies have suggested that plasma nontransferrin bound iron is significantly increased in premature infants after RBC transfusion, and oxidative injury resulting from the production of oxygen-derived free radicals contributes to developing BPD and ROP [9,10]. It has been suggested that RBC transfusion increases the incidence of NEC by alteration of mesenteric artery blood flow [6,11,12]. To our knowledge, there have been few reports that analyzed the correlation between RBC transfusion and various diseases in Republic of Korea. In the present study, we analyzed the correlation between RBC transfusion and short-term outcomes including IVH, BPD, ROP, NEC, PDA, sepsis in VLBW infants admitted to the neonatal intensive care unit (NICU) in Korea.

Methods

1. Patients and methods

This study conformed to the ethical guidelines of the 1975 Declaration of Helsinki and was approved by the Institutional Review Board (IRB) of the Soonchunhyang University Bucheon Hospital (IRB No. 2018-10-013). We retrospectively reviewed medical records of 312 VLBW infants who had been admitted to Soonchunhyang University Bucheon Hospital between October 2010 and December 2017. Infants who died during the hospitalization (n=37) were excluded. The majority of these infants (n=26) died within 7 days (extreme immaturity infants, n=10; pneumothorax, n=5; pulmonary hemorrhage, n=2; IVH, n=4; hypoxic damage, n=3; sepsis, n=1; heart failure, n=1). RBC transfusion was performed as a life-saving treatment in 4 of these infants. The remaining 11 deaths occurred more than one week after birth. Among them, 2 infants were diagnosed with NEC at 6 and 11 days after RBC transfusion. One infant died of BPD after 3 RBC transfusions. Three of the infants died after one month of age (BPD, n=2; sepsis, n=1). Out of the 275 surviving patients, infants who were transferred to another hospital were excluded (n=24). Because there was no pediatric surgeon in our hospital, most of these transfers were for surgery, including NEC (n=20), patent ductus arteriosus (PDA) (n=1), tracheoesophageal fistula (n=1), choledochal cyst (n=1), and evaluation of citrullinemia (n=1). One patient was excluded because maternal history and Apgar scores were missing from the records. A flowchart illustrating the course of the study is presented in Fig. 1.
Fig. 1.

Flow chart of the study patients.

Finally, 250 patients were enrolled in the study. These patients were divided into 2 groups according to their RBC transfusion status. The decision for RBC transfusion was made by the neonatologist based on clinical judgment and transfusion guidelines based on the “Manual of Neonatal Care” published in the Korean Society of Neonatology and Fanaroff and Martin's Neonatal-Perinatal Medicine [13,14]. Packed RBCs were transfused in a dose of 10 to 15 mL/kg over 3 to 4 hours. Packed RBC units were filtered and irradiated. Feeding was skipped before and after RBC transfusion. Aliquot RBC was not used. In the study period, erythropoietin (EPO) was not routinely administered in our hospital. Blood sampling was collected in microcollection tube and blood gas analysis in capillary tube. Umbilical cord milking and delayed cord clamping were rarely performed due to uncooperative obstetrics. We evaluated various perinatal and postnatal variables, including gestational age, birth weight, sex, small for gestational age, mode of delivery, Apgar scores at 1 and 5 minutes, and multiple gestation. Maternal history that can affect the fetus was also assessed, including premature rupture of membranes, preeclampsia, gestational diabetes mellitus, and use of antenatal steroids including a single administration. Neonatal morbidities including the following were documented: respiratory distress syndrome (RDS), BPD, pneumothorax, pulmonary hemorrhage, PDA, early-onset sepsis, late-onset sepsis, NEC (stage≥2), IVH (grade≥1), periventricular leukomalacia (PVL, grade≥1), ROP (stage≥2), duration of hospitalization, and days to reach full feeding. RDS was diagnosed based on characteristic clinical symptoms and chest X-ray. We defined BPD as patients with persistent oxygen requirement at 36 weeks postmenstrual age [15]. Sepsis was diagnosed when positive blood culture and systemic symptoms were present. Early-onset sepsis was defined as sepsis occurring as less than 7 days and late-onset sepsis as sepsis occurring 7 days or more after birth. NEC was diagnosed based on systemic symptoms and radiographic findings, with severity based on modified Bell et al.’s staging criteria [16]. PDA was diagnosed by clinical symptoms and echocardiography. ROP was diagnosed by an ophthalmologist following a schedule of the American Academy of Ophthalmology [17]. IVH and PVL were diagnosed by brain ultrasound and brain magnetic resonance imaging (MRI) [18-20]. Initial brain ultrasound was performed within 72 hours of birth, and rescreening was performed at intervals of 1 to 4 weeks. In cases of abnormal brain ultrasound or neurological symptoms, brain MRI was performed prior to discharge. In the RBC transfusion group, the number of RBC transfusions, age, and Hb level at first transfusion were further reviewed.

2. Statistical analysis

Data were analyzed using IBM SPSS Statistics ver. 21.0 (IBM Co., Armonk, NY, USA). Data were expressed as number, percentage (%) for qualitative variables, and mean, standard deviations for quantitative variables. Qualitative variables were compared with the Student t test. Quantitative variables were compared with the χ2 or Fisher exact test. Univariate and multivariate logistic regression analysis was used to evaluate the association between RBC transfusion and neonatal morbidities. A P value of less than 0.05 was considered significant.

Results

This study enrolled 250 VLBW infants. Among them, 109 infants (43.6%) were transfused. Table 1 describes the patient's demographic features. The median gestational age and birth weight of all patients were 28.8±2.5 weeks and 1,149.6±253.5 g, respectively. Gestational age and birth weight were significantly lower in the transfusion group than in the nontransfusion group (27.1±2.0 weeks and 985.6±253.1 g vs. 30.0±2.1 weeks and 1,276.3±166.7 g, respectively, P<0.001). There were significant differences in Apgar scores between the groups at both 1 and 5 minutes (P<0.001), and there was a higher incidence of multiple gestation in the nontransfused group (P=0.032).
Table 1.

Demographic factors of the transfusion and nontransfusion groups

VariableTotal (n=250)Transfusion (n=109)Nontransfusion (n=141)P value
Gestational age (wk)28.8±2.527.1±2.030.0±2.1<0.001
Sex0.208
 Male124 (49.6)59 (54.1)65 (46.1)
 Female126 (50.4)50 (45.9)76 (53.9)
Weight (g)1,149.6±253.5985.6±253.11,276.3±166.7<0.001
SGA31 (12.4)9 (8.3)22 (15.6)0.810
Delivery method0.818
 Vaginal33 (13.2)15 (13.8)18 (12.8)
 C-sec217 (86.8)94 (86.2)123 (87.2)
Apgar score
 1 Minute5.0±2.34.3±2.75.4±1.8<0.001
 5 Minutes7.5±1.36.9±1.38.0±1.2<0.001
Multiple gestation55 (22.0)17 (15.6)38 (27.0)0.032
Mother's disease
 PROM97 (38.8)48 (44.0)49 (34.8)0.135
 Preeclampsia60 (24.0)20 (18.3)40 (28.4)0.066
 DM27 (10.8)11 (10.1)16 (11.3)0.751
 ANS230 (92.0)103 (94.5)127 (90.1)0.201

Values are presented as mean±standard deviation or number (%).

The P values were calculated by Student t test for continuous variables and the χ2 test or Fisher exact test for categorical variables.

SGA, small for gestational age; C-sec, cesarean section; PROM, premature rupture of membrane; DM, diabetes mellitus; ANS, antenatal steroids.

Boldface indicates a statistically significant difference with P<0.05.

Morbidities and short-term outcomes are shown in Table 2. There were significant associations between RBC transfusions and all short-term outcomes except for PVL. The incidence of RDS, PDA, BPD, pneumothorax, pulmonary hemorrhage, sepsis, NEC, IVH, and ROP, as well as the duration of hospital stay and time to full feeding were significantly higher in the transfusion group than in the nontransfusion group.
Table 2.

Morbidity and short-term outcomes of the transfusion and nontransfusion groups

VariableTotal (n=250)Transfusion (n=109)Nontransfusion (n=141)P value
RDS190 (76.0)101 (92.7)89 (63.1)<0.001
PDA<0.001
 No PDA130 (52.0)41 (37.6)89 (63.1)
 Observation36 (14.4)11 (10.1)25 (17.7)
 Medication60 (24.0)34 (31.2)26 (18.4)
 Operation24 (9.6)23 (21.1)1 (0.7)
BPD93 (37.2)79 (72.5)14 (9.9)<0.001
BPD severity<0.001
 Mild68 (27.2)58 (53.2)10 (7.1)
 Moderate16 (6.4)12 (11.0)4 (2.8)
 Severe9 (3.6)9 (8.3)0 (0.0)
Pneumothorax13 (5.2)11 (10.1)2 (1.4)0.002
Pulmonary hemorrhage12 (4.8)11 (10.1)1 (0.7)0.001
Sepsis37 (14.8)30 (27.5)7 (5.0)<0.001
 Early-onset sepsis4 (1.6)4 (3.7)0 (0.0)0.035
 Late-onset sepsis34 (13.6)26 (23.9)8 (5.7)<0.001
NEC46 (18.4)33 (30.3)13 (9.2)<0.001
IVH40 (16.0)30 (27.5)10 (7.1)<0.001
PVL7 (2.8)5 (4.6)2 (1.4)0.245
ROP70 (28.0)54 (49.5)16 (11.3)<0.001
 Laser therapy28 (11.2)27 (24.8)1 (0.7)<0.001
Hospital stay (day)68.4±35.491.7±40.750.4±14.3<0.001
Days to reach full feeding (day)23.0±28.734.0±39.814.5±8.9<0.001

Values are presented as number (%) or mean±standard deviation.

The P values were calculated by Student t test for continuous variables and the χ2 test or Fisher exact test for categorical variables.

RDS, respiratory distress syndrome; PDA, patent ductus arteriosus; BPD, bronchopulmonary dysplasia; NEC, necrotizing enterocolitis; IVH, intraventricular hemorrhage; PVL, periventricular leukomalacia; ROP, retinopathy of prematurity.

Boldface indicates a statistically significant difference with P<0.05.

Table 3 presents the linear regression analysis performed to determine the effect of RBC transfusion on each disease. Univariate analysis revealed that all short-term outcomes except early-onset sepsis and PDA were associated with RBC transfusion. RDS, BPD, NEC, IVH, and ROP were selected and multivariate regression analysis was performed, adjusting for gestational age, birth weight and Apgar score at 1 minute. The analysis showed that RBC transfusion is significantly correlated with BPD (odds ratio [OR], 5.42; P<0.001) and NEC (OR, 3.40; P=0.009).
Table 3.

Logistic regression analysis of transfusion versus nontransfusion groups

Variable Univariable
Multivariable
OR (95% CI)P valueOR (95% CI)P value
Gestational age (wk)0.50 (0.413–0.595)<0.001
Weight (g)0.99 (0.992–0.995)<0.001
Apgar score
 1 Minute0.76 (0.665–0.881)<0.001
 5 Minutes0.46 (0.349–0.593)<0.001
RDS7.38 (3.324–16.368)<0.0010.79 (0.251–2.475)0.684
PDA
 No PDA0.00 (reference)
 Observation0.96 (0.429–2.125)0.910
 Medication2.84 (1.511–5.333)0.001
 Operation49.93 (6.518–382.439)<0.001
BPD25.03 (12.470–50.218)<0.0015.42 (2.147–13.685)<0.001
Pneumothorax7.80 (1.691–35.978)0.008
Pulmonary hemorrhage15.71 (1.996–123.705)0.009
Sepsis
 Early-onset sepsis<1,000 (<0.001 to >1,000)0.999
 Late-onset sepsis5.21 (2.252–12.045)<0.001
NEC4.28 (2.119–8.625)<0.0013.40 (1.366–8.460)0.009
IVH4.98 (2.307–10.725)<0.0011.92 (0.640–5.736)0.245
ROP7.67 (4.038–14.572)<0.0011.22 (0.475–3.142)0.677
 Laser therapy46.10 (6.149–345.576)<0.001
Hospital stay (day)1.09 (1.070–1.119)<0.001
Days to reach full feeding (day)1.09 (1.062–1.120)<0.001

OR, odds ratio; CI, confidence interval; RDS, respiratory distress syndrome; PDA, patent ductus arteriosus; BPD, bronchopulmonary dysplasia; NEC, necrotizing enterocolitis; IVH, intraventricular hemorrhage; ROP, retinopathy of prematurity.

Adjusted variables: gestational age, birth weight, Apgar score at 1 minute.

Boldface indicates a statistically significant difference with P<0.05.

In the transfusion group, we compared patients with birth weight less than 1,000 g to those weighing more than 1,000 g. As shown in Table 4, infants with birth weight <1,000 g received 3.1±2.2 transfusions, with a first transfusion at 22.1±16.6 days. However, infants with birth weight 1,000 to 1,500 g received only 1.5±0.8 transfusions, with a first transfusion at 32.6±15.2 days. RBC transfusions were administered significantly earlier (P=0.001) and more frequently (P<0.001) with smaller birth weight.
Table 4.

Transfusions according to birth weight

Variable Birth weight
P value
<1,000 g (n=58)1,000–1,500 g (n=51)
Hemoglobin at first transfusion (g/dL)8.5±1.48.1±0.90.081
Age at first transfusion (day)22.1±16.632.6±15.20.001
Number of transfusions3.1±2.21.5±0.8<0.001

Values are presented as mean±standard deviation.

The P values were calculated by Student t test for continuous variables.

Boldface indicates a statistically significant difference with P<0.05.

Discussion

RBC transfusion has been known to improve oxygen transport and cardiorespiratory status in preterm infants and has long been used in anemic preterm infants. However, there is now an increasing awareness of the adverse effects of RBC transfusion. This study is significant in that it reviews data for multiple diseases in 250 VLBW infants from a single hospital NICU in Republic of Korea. Although there has been a report on the causal relationship between RBC transfusion and NEC in Korean NICUs [21], to our knowledge, this is the first study that evaluated the correlation between RBC transfusion and multiple diseases including IVH, BPD, ROP, NEC, PDA, sepsis. Many recent studies have demonstrated the association between RBC transfusion and chronic lung disease in premature infants. Damage caused by “oxidative stress” has been presented as a possible causative factor. The serum iron level is increased with the breakdown of heme released from transfused erythrocytes. Iron overload damages tissue by free radicals generated by free iron. Preterm infants are particularly vulnerable to oxidative damage [9,10]. Similarly, we also confirmed that RBC transfusion was significantly correlated with BPD. The mechanism of NEC development is unclear, but it is assumed that various risk factors are involved. Recently, the relationship between NEC and RBC transfusion within 48 hours has been reported and is termed as transfusion-related acute gut injury or transfusion-related NEC [6,11,12]. An alteration of blood flow associated with feeding, and ischemia/reperfusion associated with RBC transfusion are suggested as a theory. Feeding during RBC transfusion may increase the risk for mesenteric ischemia and the development of transfusion-related NEC in preterm infants [22]. In this study, multivariate regression analysis also demonstrated that RBC transfusion was significantly correlated with NEC. We were not able to investigate the association between the time of RBC transfusion and the time of NEC diagnosis. Of 33 patients with both RBC transfusion and NEC diagnosis, 14 were diagnosed with NEC after RBC transfusion, with an interval from 2 days up to 1 month (median, 11.5 days). In addition, due to the absence of a pediatric surgeon in our hospital during the study period, 20 NEC patients requiring surgical intervention were excluded because we were unable to evaluate other morbidities, and 13 of them (65%) had undergone transfusion before diagnosis. Two additional infants diagnosed with NEC 6 and 11 days after RBC transfusion were also excluded due to death during the hospitalization period. We found no significant correlation between RBC transfusion and RDS. This may be because RDS is a disease that occurs shortly after birth due to a lack of surfactant and is not related to a short-term complication of RBC transfusion. We found no significant association between RBC transfusion and ROP. Recently, correlations with RBC transfusion and iron intake have been reported [23,24]. Dani et al. [23] reported RBC transfusion is an independent risk factor for the development of ROP, suggesting increased oxygen delivery to the retina and secondary iron overload as mechanisms. However, Brooks at el. [5] reported that there was no significant reduction in the incidence of ROP with a more restrictive transfusion policy. Baer et al. [8] and Christensen et al. [25] reported the correlation between RBC transfusion and severe IVH. However, in “Premature Infants in Need of Transfusion” study showed no association between IVH and transfusion guideline used [26]. In this study, no significant correlation was found between RBC transfusion and IVH. In 30 patients diagnosed with IVH in the transfusion group, 14 patients had diagnosed after RBC transfusions and 2 patients had received RBC transfusions within 1 week of diagnosis. Preterm infants in the NICU tend to receive more RBC transfusions. According to Korean neonatal network data in 2017, 92.7 % of infants weighing 700 to 800 g received RBC transfusions, compared to only 28.6% of infants weighing 1,400 to 1,500 g [27]. Keir et al. [28] reported up to 82% of neonates of the ELBW infants received at least one RBC transfusion. As frequent blood sampling is done early in life, about 50% of the ELBW infants receive RBC transfusion within one week of birth [29]. We also confirmed that smaller the body weight resulted in earlier and more frequent RBC transfusions. Due to growing awareness of relationship between RBC transfusion and short-term adverse outcomes, several randomized controlled trials of “liberal” (high Hb threshold) vs “restrictive” (low Hb threshold) guidelines have been conducted to identify the optimal threshold for RBC transfusion, and guidelines are still controversial [30]. Setting a low Hb threshold may be a way to decrease exposure to RBC transfusion [31]. In our hospital, RBC transfusion was based on the guideline as well as the patient’s clinical condition. However, as awareness of the adverse outcomes of RBC transfusion increased, transfusion rates tended to decrease every year. The RBC transfusion rate of VLBW infants born in 2011 in our NICU was 80%, but it decreased gradually to 63% in 2012, 43% in 2013 and 26% in 2017. It is also important to reduce the number of phlebotomies, because the most common cause of RBC transfusion in VLBW infants is frequent blood samplings. Use of supplemental iron, recombinant EPO, delayed cord clamping, and early aggressive nutritional support are also included to reduce RBC transfusions [32]. The limitations of this retrospective review study include the fact that various confounding factors not included in the medical record were not reflected. Because we only reviewed the records before discharge, any outcomes found after discharge may have been missed. As this was a single-institutional study, our RBC transfusion threshold may not correspond with that of other hospitals. We could not accurately assess the relationship between the time of each disease diagnosis and the time of RBC transfusion due to the limitations of medical records. Nevertheless, this study is remarkable in that it suggests the correlation between RBC transfusion in Korean VLBW infants and adverse clinical outcomes such as NEC and BPD. Appropriate transfusion protocols should be established through evaluation and comparison of RBC transfusion guidelines with other NICUs in Korea. As RBC transfusion may have harmful outcomes as well as beneficial effects, efforts should be made to reduce the number of RBC transfusions and careful consideration of the clinical condition should be required before RBC transfusion.
  28 in total

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Authors:  C Dani; M F Reali; G Bertini; E Martelli; M Pezzati; F F Rubaltelli
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Review 2.  Recent advances toward defining the benefits and risks of erythrocyte transfusions in neonates.

Authors:  Robert D Christensen; Sarah Ilstrup
Journal:  Arch Dis Child Fetal Neonatal Ed       Date:  2012-06-29       Impact factor: 5.747

3.  Among very-low-birth-weight neonates is red blood cell transfusion an independent risk factor for subsequently developing a severe intraventricular hemorrhage?

Authors:  Vickie L Baer; Diane K Lambert; Erick Henry; Gregory L Snow; Allison Butler; Robert D Christensen
Journal:  Transfusion       Date:  2010-12-16       Impact factor: 3.157

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Authors:  Haresh Kirpalani; Robin K Whyte; Chad Andersen; Elizabeth V Asztalos; Nancy Heddle; Morris A Blajchman; Abraham Peliowski; Angel Rios; Meena LaCorte; Robert Connelly; Keith Barrington; Robin S Roberts
Journal:  J Pediatr       Date:  2006-09       Impact factor: 4.406

5.  Reduction in red blood cell transfusions among preterm infants: results of a randomized trial with an in-line blood gas and chemistry monitor.

Authors:  John A Widness; Ashima Madan; Ligia A Grindeanu; M Bridget Zimmerman; David K Wong; David K Stevenson
Journal:  Pediatrics       Date:  2005-05       Impact factor: 7.124

Review 6.  Screening Examination of Premature Infants for Retinopathy of Prematurity.

Authors:  Walter M Fierson
Journal:  Pediatrics       Date:  2018-12       Impact factor: 7.124

7.  Increased odds of necrotizing enterocolitis after transfusion of red blood cells in premature infants.

Authors:  David A Paul; Amy Mackley; Alexandra Novitsky; Yong Zhao; Alison Brooks; Robert G Locke
Journal:  Pediatrics       Date:  2011-03-14       Impact factor: 7.124

8.  Changing patterns of red blood cell transfusion in very low birth weight infants.

Authors:  J A Widness; V J Seward; I J Kromer; L F Burmeister; E F Bell; R G Strauss
Journal:  J Pediatr       Date:  1996-11       Impact factor: 4.406

Review 9.  Transfusion associated necrotizing enterocolitis: a meta-analysis of observational data.

Authors:  Adel Mohamed; Parkesh S Shah
Journal:  Pediatrics       Date:  2012-02-20       Impact factor: 7.124

10.  Restrictive guideline for red blood cell transfusions in preterm neonates: effect of a protocol change.

Authors:  Lisanne E Heeger; Clare E Counsilman; Vincent Bekker; Klasien A Bergman; Jaap Jan Zwaginga; Arjan B Te Pas; Enrico Lopriore
Journal:  Vox Sang       Date:  2018-11-08       Impact factor: 2.144

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