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Vander Elst Z, Laenen A, Deberdt J, Delemarre L, Vermeersch P, Frans G, Naulaers G, Gijsen M, Dreesen E, Spriet I, Allegaert K, Smits A. Human serum albumin: prediction model and reference values for preterm and term neonates. Pediatr Res 2024:10.1038/s41390-024-03634-1. [PMID: 39394426 DOI: 10.1038/s41390-024-03634-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 09/25/2024] [Accepted: 09/26/2024] [Indexed: 10/13/2024]
Abstract
BACKGROUND Human serum albumin (HSA) concentrations may alter HSA-bound drug distribution. This study aims to describe longitudinal real-world HSA trends, and to develop a prediction model for HSA concentrations using a large neonatal cohort. METHODS Patients admitted to the neonatal intensive care unit of the University Hospitals Leuven (postnatal age (PNA) ≤28days) were retrospectively included. Using linear mixed models, covariate effects on HSA were explored. A multivariable prediction model was developed (backward model selection procedure, 1% significance level). RESULTS In total, 848 neonates were included [median(interquartile range) gestational age (GA) 35(32-38)weeks, birth weight (BW) 2400(1640-3130)grams]. Median HSA concentration was 32.3(28.7-35.6)g/L. Longitudinal analyses demonstrated increasing HSA concentrations with PNA and GA for most GA groups. Univariable analyses revealed significant associations of HSA with PNA, GA, BW, current weight, total and direct bilirubin, total plasma proteins, respiratory support, mechanical ventilation, sepsis, ibuprofen use, and C-reactive protein (p-values < 0.05). A high-performance (R2 = 76.3%) multivariable HSA prediction model was developed, and PNA- and GA-dependent HSA centiles were provided. CONCLUSION Population-specific HSA centiles and an accurate neonatal HSA prediction model were developed, incorporating both maturational and non-maturational covariates. These results can enhance future clinical care and pharmacokinetic analyses to improve pharmacotherapy of HSA-bound drugs in neonates, respectively. IMPACT To improve future pharmacokinetic modeling initiatives, a high-performance human serum albumin (HSA) prediction model was developed for (pre)term neonates, using a large, single-center cohort of real-world data. This prediction model integrates both maturational and non-maturational covariates, resulting in accurate HSA predictions in neonates. Additionally, HSA centiles based on postnatal and gestational age were developed, which can be easily applied in clinical practice when interpreting HSA concentrations of neonates. In general, unbound drug fractions are higher in neonates compared to older populations. To improve pharmacotherapy of HSA-bound drugs in neonates, the obtained results can be integrated in future pharmacokinetic-pharmacodynamic analyses.
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Affiliation(s)
- Zoë Vander Elst
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium
- Neonatal Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium
| | - Annouschka Laenen
- Leuven Biostatistics and Statistical Bioinformatics Centre (L-Biostat), KU Leuven, Leuven, Belgium
| | | | | | - Pieter Vermeersch
- Department of Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Glynis Frans
- Department of Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Gunnar Naulaers
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium
- Neonatal Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium
| | - Matthias Gijsen
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
- Pharmacy Department, UZ Leuven, Leuven, Belgium
| | - Erwin Dreesen
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Isabel Spriet
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
- Pharmacy Department, UZ Leuven, Leuven, Belgium
| | - Karel Allegaert
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
- Department of Hospital Pharmacy, Erasmus MC, Rotterdam, The Netherlands
| | - Anne Smits
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium.
- Neonatal Intensive Care Unit, University Hospitals Leuven, Leuven, Belgium.
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Chiperi LE, Tecar C, Huţanu A. Serum tau protein and myelin basic protein in pediatric patients with congenital heart defects undergoing cardiac surgery: preliminary assessment as novel neuromarkers of brain injury. Ir J Med Sci 2024; 193:1229-1237. [PMID: 38104046 DOI: 10.1007/s11845-023-03582-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Accepted: 11/23/2023] [Indexed: 12/19/2023]
Abstract
INTRODUCTION Neurological impairment is a big concern in the development of patients with congenital heart defects (CHD). A number of neuromarkers have been studied in search of a diagnostic or prognostic marker for brain injury during the vulnerable perioperative period. Our aim was to assess two novel neuromarkers, myelin basic protein (MBP) and protein Tau (pTau), as diagnostic markers for brain injury in perioperative period in children with CHD. METHODS Forty patients were enrolled and dichotomized based on peripheric oxygen saturation in cyanotic and non-cyanotic group. Blood samples were collected preoperative, after the induction of anesthesia, and in postoperative day 1. Neuromarker concentrations were measured using commercially available ELISA kits. RESULTS Neuromarkers' values were increased postoperative, with statistical significance reached only in non-cyanotic group (p < 0.0001). A significant positive correlation was observed between preoperatory MBP and albumin level, hemoglobin level, height, and weight of patients. Association with cerebral saturations were analyzed by a coefficient defined as ≥ 20% reduction in cerebral saturation measured by near-infrared spectroscopy during perioperative period. An acceptable predicting model was observed with pTau in cyanotic group (AUC = 0.7). CONCLUSION We evaluated MBP and pTau as potential biomarkers of brain injury in children with CHD undergoing cardiac surgery. Elevated postoperative pTau and MBP concentrations were observed in both groups. Elevated pTau values were associated with perioperative hypoxemia.
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Affiliation(s)
- Lacramioara Eliza Chiperi
- Department of Pediatric Cardiology, Emergency Institute for Cardiovascular Diseases and Heart Transplant, 50 Gheorghe Marinescu Street, 540136, Târgu Mureș, Romania.
- Doctoral School, George Emil Palade University of Medicine, Pharmacy, Sciences and Technology, Târgu Mureș, Romania.
| | - Cristina Tecar
- Department of Neurosciences, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Adina Huţanu
- Department of Laboratory Medicine, George Emil Palade University of Medicine, Pharmacy, Sciences and Technology, Târgu Mureș, Romania
- Laboratory of Humoral Immunology, Center for Advanced Medical and Pharmaceutical Research, George Emil Palade University of Medicine, Pharmacy, Sciences and Technology, Târgu Mureș, Romania
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Kara KA, Arslanoğlu E, Yigit F, Arkan C, Yılmaz AA, Akardere ÖF, Cine N, Tuncer E, Çetiner N, Ceyran H. The effect of albumın and total proteın values as nutrıtıonal markers after Fontan surgery on prognosıs. Cardiol Young 2024; 34:734-739. [PMID: 37791519 DOI: 10.1017/s1047951123003335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
INTRODUCTION Children with CHD develop heart failure due to increased pulmonary blood flow, cyanosis, and pulmonary hypertension. The metabolic needs of these children differ from those of healthy children, and malnutrition is common. Protein-losing enteropathy has been reported in 5 to 13% of patients after the Fontan procedure. Serum albumin and total protein levels, which are indicators of the quality of post-operative care, can be useful tools for monitoring and examining the intensive care treatment strategies of these patients. In our retrospective study, the effects of albumin and total protein values, which are two of the markers that give us an idea about diet, nutritional status, and inflammation, on the prognosis of children who underwent the Fontan procedure were investigated. METHOD In our study, 127 patients who underwent Fontan procedure in our clinic between 2012 and 2021 were analysed retrospectively. Of the patients, 52.7% (n = 67) were male and 47.3% (n = 60) were female. The mean age is 5.83 ± 4.63 years. Patients who underwent albumin replacement were not included in the study. RESULTS Although the relationship between pre-operative albumin and total protein values and post-operative mortality was not statistically significant, the inverse correlation of post-operative albumin 1st, 2nd, and 3rd-day values and post-operative total protein 1st, 2nd, and 3rd-day values with mortality was found to be statistically significant. In addition, we found that mortality was statistically high in patients whose total protein amount was below 6.65 mg/dl in the early post-operative period. CONCLUSION Albumin and total protein, whose blood levels can vary with diet, can be used as predictors in the early post-operative prognosis of Fontan patients. In addition, when we examined the exitus patients, it was observed that the total protein amount was below 6.65 mg/dl on the post-operative 1st day. Based on this, we think that a diet with high protein content before surgery will help reduce post-operative early mortality.
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Affiliation(s)
- Kenan Abdurrahman Kara
- Department of Pediatric Cardiac Surgery, Kartal Kosuyolu Training And Research Hospital, İstanbul, Türkiye
| | - Ergin Arslanoğlu
- Department of Pediatric Cardiac Surgery, Kartal Kosuyolu Training And Research Hospital, İstanbul, Türkiye
| | - Fatih Yigit
- Department of Pediatric Cardiac Surgery, Kartal Kosuyolu Training And Research Hospital, İstanbul, Türkiye
| | - Cuneyt Arkan
- Department of Pediatric Cardiac Surgery, Kartal Kosuyolu Training And Research Hospital, İstanbul, Türkiye
| | - Abdullah Arif Yılmaz
- Department of Pediatric Cardiac Surgery, Kartal Kosuyolu Training And Research Hospital, İstanbul, Türkiye
| | - Ömer Faruk Akardere
- Department of Pediatric Cardiac Surgery, Kartal Kosuyolu Training And Research Hospital, İstanbul, Türkiye
| | - Nihat Cine
- Department of Pediatric Cardiac Surgery, Kartal Kosuyolu Training And Research Hospital, İstanbul, Türkiye
| | - Eylem Tuncer
- Department of Pediatric Cardiac Surgery, Kartal Kosuyolu Training And Research Hospital, İstanbul, Türkiye
| | - Nilüfer Çetiner
- Department of Pediatric Cardiology, Kartal Kosuyolu Training And Research Hospital, İstanbul, Türkiye
| | - Hakan Ceyran
- Department of Pediatric Cardiac Surgery, Kartal Kosuyolu Training And Research Hospital, İstanbul, Türkiye
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Overview of Albumin Physiology and its Role in Pediatric Diseases. Curr Gastroenterol Rep 2021; 23:11. [PMID: 34213692 DOI: 10.1007/s11894-021-00813-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/31/2021] [Indexed: 01/15/2023]
Abstract
PURPOSE OF REVIEW Albumin plays a critical role in a wide range of disease processes; however, the role of albumin in pediatric patients has not been well described. This article aims to review albumin physiology and kinetics in children, albumin's impact on pediatric diseases, and the utility of albumin as a predictor of clinical outcome. RECENT FINDINGS Hypoalbuminemia is seen in a wide range of conditions, including protein-losing enteropathy, hepatic synthetic failure, malnutrition, inflammatory states, and renal disease. While the impact of hypoalbuminemia has been more extensively studied in adult patients, there is a relative paucity of literature in the pediatric population. Hypoalbuminemia is a marker of poor outcome in critically ill children and those undergoing a wide range of medical interventions. Albumin infusions may be an effective therapy for fluid resuscitation and for patients with severe hypoalbuminemia.
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