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Balsamo F, Li B, Chusilp S, Lee D, Biouss G, Lee C, Maynes JT, Pierro A. Argon inhalation attenuates systemic inflammation and rescues lung architecture during experimental neonatal sepsis. Pediatr Surg Int 2023; 40:21. [PMID: 38108911 DOI: 10.1007/s00383-023-05596-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/05/2023] [Indexed: 12/19/2023]
Abstract
PURPOSE Neonatal sepsis is a systemic inflammatory infection common in premature infants and a leading cause of mortality. Argon is an emerging interest in the field of noble gas therapy. Neonates with severe sepsis are frequently mechanically ventilated creating an opportunity for inhalation therapy. We aimed to investigate argon inhalation as a novel experimental therapy in neonatal sepsis. METHODS Sepsis was established in C57BL/6 neonatal mice by a lipopolysaccharide intraperitoneal injection on postnatal day 9. Septic pup mice were exposed to room air as well as non-septic controls. In the argon group, septic pup mice were exposed to argon (70% Ar, 30% O2) for 6 h in a temperature-controlled environment. RESULTS At 6 h, survival was significantly enhanced when septic mice received argon compared to septic controls. Serum profiles of cytokine release were significantly attenuated as well as lung architecture restored. CONCLUSIONS Our findings suggest that argon inhalation as a novel treatment for neonatal sepsis, reducing mortality and counteracting the acute systemic inflammatory response in the blood and preserving the architecture of the lung. This research can contribute to a paradigm shift in the treatment and outcome of neonates with sepsis.
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Affiliation(s)
- Felicia Balsamo
- Translational Medicine Program, Division of General and Thoracic Surgery, The Hospital for Sick Children, 1526-555 University Ave, Toronto, ON, M5G 1X8, Canada
| | - Bo Li
- Translational Medicine Program, Division of General and Thoracic Surgery, The Hospital for Sick Children, 1526-555 University Ave, Toronto, ON, M5G 1X8, Canada
| | - Sinobol Chusilp
- Translational Medicine Program, Division of General and Thoracic Surgery, The Hospital for Sick Children, 1526-555 University Ave, Toronto, ON, M5G 1X8, Canada
| | - Dorothy Lee
- Translational Medicine Program, Division of General and Thoracic Surgery, The Hospital for Sick Children, 1526-555 University Ave, Toronto, ON, M5G 1X8, Canada
| | - George Biouss
- Translational Medicine Program, Division of General and Thoracic Surgery, The Hospital for Sick Children, 1526-555 University Ave, Toronto, ON, M5G 1X8, Canada
| | - Carol Lee
- Translational Medicine Program, Division of General and Thoracic Surgery, The Hospital for Sick Children, 1526-555 University Ave, Toronto, ON, M5G 1X8, Canada
| | - Jason T Maynes
- Department of Anesthesia and Pain Medicine, The Hospital for Sick Children, Toronto, Canada
- Department of Biochemistry, Faculty of Medicine , University of Toronto, Toronto, Canada
| | - Agostino Pierro
- Translational Medicine Program, Division of General and Thoracic Surgery, The Hospital for Sick Children, 1526-555 University Ave, Toronto, ON, M5G 1X8, Canada.
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Zhou T, Boettger M, Knopp J, Lange M, Heep A, Chase JG. Model-based subcutaneous insulin for glycemic control of pre-term infants in the neonatal intensive care unit. Comput Biol Med 2023; 160:106808. [PMID: 37163965 DOI: 10.1016/j.compbiomed.2023.106808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 03/02/2023] [Accepted: 03/20/2023] [Indexed: 03/30/2023]
Abstract
Hyperglycaemia is a common problem in neonatal intensive care units (NICUs). Achieving good control can result in better outcomes for patients. However, good control is difficult, where poor control and resulting hypoglycaemia reduces outcomes and confounds results. Clinically validated models can provide good control, and subcutaneous insulin delivery can provide more options for insulin therapy for clinicians. However, this combination has only been significantly utilised in adult outpatient diabetes, but could hold benefit for treating NICU infants. This research combines a well-validated NICU metabolic model with subcutaneous insulin kinetics models to assess the feasibility of a model-based approach. Clinical data from 12 very/extremely pre-mature infants was collected for an average study duration of 10.1 days. Blood glucose, interstitial and plasma insulin, as well as subcutaneous and local insulin were modelled, and patient-specific insulin sensitivity profiles were identified for each patient. Modelling error was low, where the cohort median [IQR] mean percentage error was 0.8 [0.3 3.4] %. For external validation, insulin sensitivity was compared to previous NICU cohorts using the same metabolic model, where overall levels of insulin sensitivity were similar. Overall, the combined system model accurately captured observed glucose and insulin dynamics, showing the potential for a model-based approach to glycaemic control using subcutaneous insulin in this cohort. The results justify further model validation and clinical trial research to explore a model-based protocol.
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Muk T, Brunse A, Henriksen NL, Aasmul-Olsen K, Nguyen DN. Glucose supply and glycolysis inhibition shape the clinical fate of Staphylococcus epidermidis-infected preterm newborns. JCI Insight 2022; 7:157234. [PMID: 35503431 DOI: 10.1172/jci.insight.157234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 04/29/2022] [Indexed: 11/17/2022] Open
Abstract
Preterm infants are susceptible to bloodstream infection by coagulase-negative staphylococci (CONS) that can lead to sepsis. High parenteral glucose supplement is commonly used to support their growth and energy expenditure, but may exceed endogenous regulation during infection, causing dysregulated immune response and clinical deterioration. Using a preterm piglet model of neonatal CONS sepsis induced by Staphylococcus epidermidis infection, we demonstrate the delicate interplay between immunity and glucose metabolism to regulate the host infection response. Circulating glucose levels, glycolysis and inflammatory response to infection are closely connected across the states of tolerance, resistance and immunoparalysis. Further, high parenteral glucose provision during infection induces hyperglycemia, elevated glycolysis and inflammation, leading to metabolic acidosis and sepsis, whereas glucose restricted individuals are clinically unaffected with increased gluconeogenesis to maintain moderate hypoglycemia. Finally, standard glucose supply maintaining normoglycemia or pharmacological glycolysis inhibition enhances bacterial clearance and dampens inflammation but fails to prevent sepsis. Our results uncover how blood glucose and glycolysis controls circulating immune responses, in turn determining the clinical fate of CONS infected preterm individuals. This questions the current practice of parenteral glucose supply for preterm infants during infection.
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Affiliation(s)
- Tik Muk
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
| | - Anders Brunse
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
| | - Nicole L Henriksen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
| | - Karoline Aasmul-Olsen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
| | - Duc Ninh Nguyen
- Department of Veterinary and Animal Sciences, University of Copenhagen, Frederiksberg, Denmark
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Greensmith TD, Chan DL. Audit of the provision of nutritional support to mechanically ventilated dogs and cats. J Vet Emerg Crit Care (San Antonio) 2021; 31:387-395. [PMID: 33749059 DOI: 10.1111/vec.13060] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 02/03/2020] [Accepted: 02/20/2020] [Indexed: 01/15/2023]
Abstract
OBJECTIVES To evaluate the use of enteral and parenteral nutrition in a population of mechanically ventilated cats and dogs, identify factors associated with implementation of nutrition, and assess the frequency of nutritional support within 72 hours of absent caloric intake. DESIGN Retrospective, single-center audit from June 2013 to June 2016. SETTING ICU of a veterinary university teaching hospital. ANIMALS Fifty-eight animals (50 dogs, 8 cats) that underwent mechanical ventilation for ≥6 hours with complete medical records. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Data collected included nutritional provision, time to initiation of nutrition, period of absent caloric intake, percentage of caloric intake obtained, and possible factors contributing to the delay or failure to implement nutrition. Thirty-one percent of patients (dogs 16/50, 32%; cats 2/8, 25%) received nutritional support during mechanical ventilation with all but 2 dogs receiving parenteral nutrition. Of those patients that did not receive nutrition (dogs 34/50, 68%; cats 6/8, 75%), documented contraindications or notations within the medical record for its omission were present in 16 of 34 dogs (47%) and 4 of 6 cats (66.7%). Thirteen animals (11 dogs, 2 cats) had >72 hours of absent caloric intake with only a small number of these receiving nutrition (dogs 4/11, 36.4%; cats 0/2, 0%). CONCLUSIONS Only 18 of 58 (31%) mechanically ventilated dogs and cats at our institution received nutritional support, and the majority of these were fed parenterally (16/18, 88.9%). For animals that did not receive nutrition, there was no clear reason for its absence in many cases. Animals with absent caloric intake >72 hours had poor implementation of nutritional support in contrast to current guidelines. A repeat audit after implementing changes to institutional protocols for nutritional provision is warranted to assess the impact on morbidity and mortality.
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Affiliation(s)
- Thomas D Greensmith
- Department of Clinical Science and Services, Royal Veterinary College, Hatfield, UK
| | - Daniel L Chan
- Department of Clinical Science and Services, Royal Veterinary College, Hatfield, UK
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5
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Chwals WJ. Commentary regarding the impact of malnutrition (nutritional imbalance) on pediatric surgical outcome. J Pediatr Surg 2021; 56:446-448. [PMID: 33243466 DOI: 10.1016/j.jpedsurg.2020.10.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 10/27/2020] [Indexed: 10/23/2022]
Affiliation(s)
- Walter J Chwals
- Tufts University, School of Medicine, Surgeon-in-Chief, Tufts Children's Hospital, Director, Kiwanis Pediatric Trauma Institute, 800 Washington Street, #344, Boston, MA 02111, USA.
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Leung YB, Cave NJ, Heiser A, Edwards PJB, Godfrey AJR, Wester T. Metabolic and Immunological Effects of Intermittent Fasting on a Ketogenic Diet Containing Medium-Chain Triglycerides in Healthy Dogs. Front Vet Sci 2020; 6:480. [PMID: 31998762 PMCID: PMC6961514 DOI: 10.3389/fvets.2019.00480] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Accepted: 12/06/2019] [Indexed: 12/17/2022] Open
Abstract
In several species, intermittent fasting (IF) has been shown to have beneficial effects, including delayed aging, increased lifespan, increased insulin sensitivity, reduced ischemic tissue damage, delayed onset of neurodegenerative disease and improved neuronal repair following injury. However, the metabolic and immunological effects of IF have not been well-established in dogs. The aim of this study was to examine the effects of a 48 h IF regimen using a low fat and a high fat diet in healthy dogs by quantifying the metabolic, hormonal, and immunological changes. We hypothesized that IF dogs would have higher blood ketone and ghrelin concentrations, lower blood leptin, insulin and glucose concentrations, and signs of immunosuppression compared to dogs eating daily. Ten healthy adult dogs were randomized into three group and underwent three feeding regimes in a 3 × 3 Latin square design: twice a day feeding on a low fat (23% energy from fat; LF) diet, 48 h fasting on a low fat diet, and 48 h fasting on a high fat enriched with medium-chain triglycerides (68% energy from fat; HF) diet. Body weight, food intake, activity, blood glucose, β-hydroxybutyrate, leptin, ghrelin, and insulin were measured. Lymphocyte proliferation and neutrophil/macrophage phagocytosis and respiratory burst were measured as markers of immune function. Nuclear magnetic resonance spectroscopy was used to relatively quantify plasma metabolites. When the dogs were IF on a HF diet, they had the highest concentration of blood ketones (mean 0.061 mmol/L, SD 0.024), whereas they had the lowest concentration (mean 0.018 mmol/L, SD 0.004) when fed daily. Blood glucose and insulin concentrations were lower in IF dogs on a HF diet compared to daily feeding or IF on a LF diet. There was an increase in plasma β-hydroxybutyrate concentrations, and a reduction in glucose and insulin concentrations when dogs were IF on a HF diet. There was only a decline in the immune parameters studied when the dogs were IF on a LF diet, which was not seen when on the HF diet. The results of this study indicate the potential of IF to be further investigated as a potential beneficial feeding regime for dogs.
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Affiliation(s)
- Y. Becca Leung
- School of Veterinary Science, Massey University, Palmerston North, New Zealand
| | - Nick J. Cave
- School of Veterinary Science, Massey University, Palmerston North, New Zealand
| | - Axel Heiser
- AgResearch, Grasslands Research Centre, Hopkirk Research Institute, Palmerston North, New Zealand
| | | | | | - Tim Wester
- School of Agriculture and Environment, Massey University, Palmerston North, New Zealand
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Radman M, McGuire J, Zimmerman J. Childhood Obesity, Endothelial Cell Activation, and Critical Illness. Front Pediatr 2020; 8:441. [PMID: 32850554 PMCID: PMC7419464 DOI: 10.3389/fped.2020.00441] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 06/25/2020] [Indexed: 12/13/2022] Open
Abstract
Pediatric obesity is increasing in prevalence and is frequently an antecedent to adult obesity and adult obesity-associated morbidities such as atherosclerosis, type II diabetes, and chronic metabolic syndrome. Endothelial cell activation, one aspect of inflammation, is present in the early stages of atherosclerosis, often prior to the onset of symptoms. Endothelial activation is a pathological condition in which vasoconstricting, pro-thrombotic, and proliferative mediators predominate protective vasodilating, anti-thrombogenic, and anti-mitogenic mediators. Many studies report poor outcomes among obese children with systemic endothelial activation. Likewise, the link between childhood obesity and poor outcomes in critical illness is well-established. However, the link between obesity and severity of endothelial activation specifically in the setting of critical illness is largely unstudied. Although endothelial cell activation is believed to worsen disease in critically ill children, the nature and extent of this response is poorly understood due to the difficulty in measuring endothelial cell dysfunction and destruction. Based on the data available for the obese, asymptomatic population and the obese, critically ill population, the authors posit that obesity, and obesity-associated chronic inflammation, including oxidative stress and insulin resistance, may contribute to endothelial activation and associated worse outcomes among critically ill children. A research agenda to examine this hypothesis is suggested.
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Affiliation(s)
- Monique Radman
- Seattle Children's Hospital, Pediatric Critical Care, University of Washington, Seattle, WA, United States
| | - John McGuire
- Seattle Children's Hospital, Pediatric Critical Care, University of Washington, Seattle, WA, United States
| | - Jerry Zimmerman
- Seattle Children's Hospital, Pediatric Critical Care, University of Washington, Seattle, WA, United States
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Knopp JL, Signal M, Harris DL, Marics G, Weston P, Harding J, Tóth-Heyn P, Hómlok J, Benyó B, Chase JG. Modelling intestinal glucose absorption in premature infants using continuous glucose monitoring data. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2019; 171:41-51. [PMID: 30344050 DOI: 10.1016/j.cmpb.2018.10.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Revised: 09/11/2018] [Accepted: 10/01/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND Model-based glycaemic control protocols have shown promise in neonatal intensive care units (NICUs) for reducing both hyperglycaemia and insulin-therapy driven hypoglycaemia. However, current models for the appearance of glucose from enteral feeding are based on values from adult intensive care cohorts. This study aims to determine enteral glucose appearance model parameters more reflective of premature infant physiology. METHODS Peaks in CGM data associated with enteral milk feeds in preterm and term infants are used to fit a two compartment gut model. The first compartment describes glucose in the stomach, and the half life of gastric emptying is estimated as 20 min from literature. The second compartment describes glucose in the small intestine, and absorption of glucose into the blood is fit to CGM data. Two infant cohorts from two NICUs are used, and results are compared to appearances derived from data in highly controlled studies in literature. RESULTS The average half life across all infants for glucose absorption from the gut to the blood was 50 min. This result was slightly slower than, but of similar magnitude to, results derived from literature. No trends were found with gestational or postnatal age. Breast milk fed infants were found to have a higher absorption constant than formula fed infants, a result which may reflect known differences in gastric emptying for different feed types. CONCLUSIONS This paper presents a methodology for estimation of glucose appearance due to enteral feeding, and model parameters suitable for a NICU model-based glycaemic control context.
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Affiliation(s)
- J L Knopp
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand.
| | - M Signal
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand.
| | - D L Harris
- Newborn Intensive Care Unit, Waikato District Health Board, Hamilton, New Zealand; Liggins Institute, University of Auckland, Auckland, New Zealand.
| | - G Marics
- First Department of Paediatrics, Intensive Care Unit, Semmelweis University, Budapest, Hungary
| | - P Weston
- Newborn Intensive Care Unit, Waikato District Health Board, Hamilton, New Zealand.
| | - J Harding
- Liggins Institute, University of Auckland, Auckland, New Zealand.
| | - P Tóth-Heyn
- First Department of Paediatrics, Intensive Care Unit, Semmelweis University, Budapest, Hungary.
| | - J Hómlok
- Budapest University of Technology and Economics, Budapest, Hungary
| | - B Benyó
- Budapest University of Technology and Economics, Budapest, Hungary.
| | - J G Chase
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand.
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9
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Knopp Nee Dickson JL, Lynn AM, Shaw GM, Chase JG. Safe and effective glycaemic control in premature infants: observational clinical results from the computerised STAR-GRYPHON protocol. Arch Dis Child Fetal Neonatal Ed 2019; 104:F205-F211. [PMID: 29930148 DOI: 10.1136/archdischild-2017-314072] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 04/29/2018] [Accepted: 05/12/2018] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Previous studies examine clinical outcomes of insulin therapy in neonatal intensive care units (NICUs), without first developing safe and effective control protocols. This research quantifies the safety and performance of a computerised model-based control algorithmSTAR-GRYPHON (Stochastic TARgeted Glucose Regulation sYstem to Prevent Hyper- and hypO-glycaemia in Neonates). DESIGN Retrospective observational study of glycaemic control in very/extremely low birthweight infants treated with insulin from Christchurch Women's Hospital NICU between January 2013 and June 2017. Blood glucose (BG) outcomes and control performance is compared with retrospective data (n=22) and literature. INTERVENTIONS Insulin infusion doses were calculated from 3 to 4 hourly BG measurements using a computerised model-based control algorithm, STAR-GRYPHON. MAIN OUTCOME MEASURES Mean BG, time in targeted range and incidence of hypoglycaemia. RESULTS STAR-GRYPHON (n=35) had lower mean BG concentration (7.0mmol/L vs 7.9 mmol/L), higher %BG within the 4.0-8.0 mmol/L target range (71.1% vs 50.9%) and lower %BG <4.0 mmol/L (0.6% vs 2.1%). There were only 2 BG <2.6 mmol/L (over n=2, 5.5% of patients, 0.03% of all BG outcomes), one of which may be attributed to clinical error. These results show better control to target and lower incidence of hypoglycaemia than most literature results from intensive insulin therapy protocols or study groups in children and infants. CONCLUSIONS Model-based protocols can safely and effectively control BG in very premature infants and should be used in future studies to determine the effect of insulin therapy on clinical outcomes.
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Affiliation(s)
| | - Adrienne M Lynn
- Neonatal Intensive Care Unit, Christchurch Women's Hospital, Christchurch, New Zealand
| | - Geoffrey M Shaw
- Intensive Care Unit, Christchurch Hospital, Christchurch, New Zealand
| | - J Geoffrey Chase
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
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10
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Evaluating the Impact of Delaying Parenteral Nutrition in Critically Ill Children. Pediatr Crit Care Med 2018; 19:1169-1172. [PMID: 30520841 DOI: 10.1097/pcc.0000000000001746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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11
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Tian T, Coons J, Chang H, Chwals WJ. Overfeeding-associated hyperglycemia and injury-response homeostasis in critically ill neonates. J Pediatr Surg 2018; 53:1688-1691. [PMID: 29550034 DOI: 10.1016/j.jpedsurg.2017.12.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Revised: 10/30/2017] [Accepted: 12/20/2017] [Indexed: 01/17/2023]
Abstract
BACKGROUND Injury severity induces a proportionate acute metabolic stress response, associated with increased risk of hyperglycemia. We hypothesized that excess caloric delivery (overfeeding) during high stress states would increase hyperglycemia and disrupt response homeostasis. METHODS Gestational age, daily weight, total daily caloric intake, serum C-reactive protein (CRP), prealbumin, and blood glucose concentrations in all acutely-injured premature NICU infants requiring TPN over the past 3years were reviewed. Injury severity was based on CRP and patients were divided into high (CRP ≥50mg/L) versus low (CRP <50mg/L) stress groups. Glycemic variability was used to measure disruption of homeostasis. RESULTS Overall sample included N=563 patient days (37 patients; 42 episodes). High stress group pre-albumin levels negatively correlated with CRP levels (R=-0.62, p<0.005). A test of equal variance demonstrated significantly increased high stress glycemic variability (Ha:ratio>1, Pr(F>f)=0.0353). When high stress patients were separated into high caloric intake (≥70kg/kcal/day) versus low caloric intake (<70kg/kcal/day), maximum serum glucose levels were significantly higher with overfeeding (230.33±55.81 vs. 135.71±37.97mg/dL, p<0.004). CONCLUSION Higher injury severity induces increased disruption of response homeostasis in critically ill neonates. TPN-associated overfeeding worsens injury-related hyperglycemia in more severely injured infants. TYPE OF STUDY Retrospective study. LEVEL OF EVIDENCE Level II.
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Affiliation(s)
- Tina Tian
- Tufts University School of Medicine, 145 Harrison Avenue, Boston, MA, 02111, USA.
| | - Joshua Coons
- Division of Pediatric Surgery, Tufts Floating Hospital for Children, 755 Washington St, Boston, MA 02116, USA.
| | - Hong Chang
- Institute for Clinical Research and Health Policy Studies, Tufts Medical Center, 35 Kneeland Street, Boston, MA 02111, USA.
| | - Walter J Chwals
- Division of Pediatric Surgery, Tufts Floating Hospital for Children, 755 Washington St, Boston, MA 02116, USA.
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12
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Harbeson D, Francis F, Bao W, Amenyogbe NA, Kollmann TR. Energy Demands of Early Life Drive a Disease Tolerant Phenotype and Dictate Outcome in Neonatal Bacterial Sepsis. Front Immunol 2018; 9:1918. [PMID: 30190719 PMCID: PMC6115499 DOI: 10.3389/fimmu.2018.01918] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2018] [Accepted: 08/03/2018] [Indexed: 12/16/2022] Open
Abstract
Bacterial sepsis is one of the leading causes of death in newborns. In the face of growing antibiotic resistance, it is crucial to understand the pathology behind the disease in order to develop effective interventions. Neonatal susceptibility to sepsis can no longer be attributed to simple immune immaturity in the face of mounting evidence that the neonatal immune system is tightly regulated and well controlled. The neonatal immune response is consistent with a "disease tolerance" defense strategy (minimizing harm from immunopathology) whereas adults tend toward a "disease resistance" strategy (minimizing harm from pathogens). One major advantage of disease tolerance is that is less energetically demanding than disease resistance, consistent with the energetic limitations of early life. Immune effector cells enacting disease resistance responses switch to aerobic glycolysis upon TLR stimulation and require steady glycolytic flux to maintain the inflammatory phenotype. Rapid and intense upregulation of glucose uptake by immune cells necessitates an increased reliance on fatty acid metabolism to (a) fuel vital tissue function and (b) produce immunoregulatory intermediates which help control the magnitude of inflammation. Increasing disease resistance requires more energy: while adults have fat and protein stores to catabolize, neonates must reallocate resources away from critical growth and development. This understanding of sepsis pathology helps to explain many of the differences between neonatal and adult immune responses. Taking into account the central role of metabolism in the host response to infection and the severe metabolic demands of early life, it emerges that the striking clinical susceptibility to bacterial infection of the newborn is at its core a problem of metabolism. The evidence supporting this novel hypothesis, which has profound implications for interventions, is presented in this review.
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Affiliation(s)
- Danny Harbeson
- Department of Experimental Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Freddy Francis
- Department of Experimental Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Winnie Bao
- Department of Experimental Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Nelly A. Amenyogbe
- Department of Experimental Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Tobias R. Kollmann
- Department of Experimental Medicine, University of British Columbia, Vancouver, BC, Canada
- Department of Pediatrics, Division of Infectious Diseases, University of British Columbia, Vancouver, BC, Canada
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13
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Mesotten D, Joosten K, van Kempen A, Verbruggen S. ESPGHAN/ESPEN/ESPR/CSPEN guidelines on pediatric parenteral nutrition: Carbohydrates. Clin Nutr 2018; 37:2337-2343. [PMID: 30037708 DOI: 10.1016/j.clnu.2018.06.947] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Accepted: 05/29/2018] [Indexed: 12/22/2022]
Affiliation(s)
- D Mesotten
- University Hospitals Leuven, Department of Intensive Care Medicine, KU Leuven, Leuven, Belgium.
| | - K Joosten
- Sophia Children's Hospital, Department of Pediatrics and Pediatric Surgery, Subdivision Intensive Care, Erasmus MC, Rotterdam, The Netherlands
| | - A van Kempen
- Department of Pediatrics and Neonatology, OLVG, Amsterdam, The Netherlands
| | - S Verbruggen
- Sophia Children's Hospital, Department of Pediatrics and Pediatric Surgery, Subdivision Intensive Care, Erasmus MC, Rotterdam, The Netherlands
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14
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Mantegazza C, Landy N, Zuccotti GV, Köglmeier J. Indications and complications of inpatient parenteral nutrition prescribed to children in a large tertiary referral hospital. Ital J Pediatr 2018; 44:66. [PMID: 29880053 PMCID: PMC5992672 DOI: 10.1186/s13052-018-0505-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Accepted: 05/25/2018] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Parenteral Nutrition (PN) is prescribed to children with intestinal failure. Although life saving, complications are common. Recommendations for indications and constituents of PN are made in the 2005 guidelines by the European Society of Paediatric Gastroenterology, Hepatology and Nutrition (ESPGHAN). The aim of this study was to establish if the indications for prescribing PN in a tertiary children's hospital were appropriate, and to identify complications encountered. Data were compared to those published by the National Confidential Enquiry into patient outcome and death (NCEPOD) carried out in the United Kingdom in 2010. METHODS Children and newborns receiving inpatient PN over a 6 months period were entered into the study and data was collected prospectively. The appropriate indications for the use of PN were based on the ESPGHAN guidelines. Recorded complications were divided into metabolic, central venous catheter (CVC) related, hepatobiliary and nutritional. RESULTS A total of 303 children (67 newborns) were entered into the study. The main indications for the start of PN were critical illness (66/303), surgery (63/303) and bone marrow transplantation (28/303). The ESPGHAN recommendations were followed in 91.7% (278/303) of cases (95.5% of newborns, 90.7% of children). PN was considered inappropriate in 12/303 patients and equivocal in 13. The mean PN duration was 18 days (1-160) and the incidence of complications correlated to the length of PN prescribed. Metabolic, hepatobiliary and CVC related complications affected 74.6, 24.4, 16.4% of newborns and 76.7, 37.7 and 24.6% of children respectively. In relation to the appropriate indications for the start of PN our results mirrored those reported by the NCEPOD audit (92.4% of newborns and 88.6% children). However, the incidence of metabolic disturbances was higher in our cohort (74.6% vs 30.4% in children, 76.7% vs 14.3% in newborns) but CVC related complications lower amongst our newborns (16,4% vs 25%). CONCLUSIONS Although the indications for inpatient PN in children is mostly justified, there is still a proportion who is receiving PN unnecessarily. PN related complications remain common. There is a need for better education amongst health professionals prescribing PN and access to nutritional support teams to reduce unwanted side effects.
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Affiliation(s)
- C. Mantegazza
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
- Department of Pediatrics, University of Milan, Ospedale dei Bambini Vittore Buzzi, Milan, Italy
| | - N. Landy
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - G. V. Zuccotti
- Department of Pediatrics, University of Milan, Ospedale dei Bambini Vittore Buzzi, Milan, Italy
| | - J. Köglmeier
- Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
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Dickson JL, Chase JG, Lynn A, Shaw GM. Model-based glycaemic control: methodology and initial results from neonatal intensive care. ACTA ACUST UNITED AC 2017; 62:225-233. [PMID: 27811342 DOI: 10.1515/bmt-2016-0051] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Accepted: 09/29/2016] [Indexed: 01/08/2023]
Abstract
Very/extremely premature infants often experience glycaemic dysregulation, resulting in abnormally elevated (hyperglycaemia) or low (hypoglycaemia) blood glucose (BG) concentrations, due to prematurity, stress, and illness. STAR-GRYPHON is a computerised protocol that utilises a model-based insulin sensitivity parameter to directly tailor therapy for individual patients and their changing conditions, unlike other common insulin protocols in this cohort. From January 2013 to January 2015, 13 patients totalling 16 hyperglycaemic control episodes received insulin under STAR-GRYPHON. A significant improvement in control was achieved in comparison to a retrospective cohort, with a 26% absolute improvement in BG within the targeted range and no hypoglycaemia. This improvement was obtained predominantly due to the reduction of hyperglycaemia (%BG>10.0 mmol/l: 5.6 vs. 17.7%, p<0.001), and lowering of the median per-patient BG [6.9 (6.1-7.9) vs. 7.8 (6.6-9.1) mmol/l, p<0.001, Mann-Witney U test]. While cohort-wide control results show good control overall, there is high intra-patient variability in BG behaviour, resulting in overly conservative treatments for some patients. Patient insulin sensitivity differs between and within patients over time, with some patients having stable insulin sensitivity, while others change rapidly. These results demonstrate the trade-off between safety and performance in a highly variable and fragile cohort.
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Affiliation(s)
- Jennifer L Dickson
- Department of Mechanical Engineering, College of University of Canterbury, Private Bag 4800, Christchurch 8140
| | - J Geoffrey Chase
- Department of Mechanical Engineering, University of Canterbury, Christchurch
| | - Adrienne Lynn
- Neonatal Department, Christchurch Women's Hospital, Christchurch
| | - Geoffrey M Shaw
- Department of Intensive Care, Christchurch School of Medicine and Health Sciences
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16
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Abstract
With advancements in the care of preterm infants, the goals in nutritional care have expanded from survival and mimicking fetal growth to optimizing neurodevelopmental outcomes. Inadequate nutritional support may be a risk factor for major complications of prematurity; conversely, higher disease burden is a risk for growth restriction. Early complete parenteral nutrition support, including intravenous lipid emulsion, should be adopted, and the next challenge that should be addressed is parenteral nutrition customized to fit the specific needs and metabolism of the extremely preterm infant. Standardized feeding protocols should be adopted.
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Affiliation(s)
- Kera McNelis
- Perinatal Institute, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229-3026, USA
| | - Ting Ting Fu
- Perinatal Institute, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229-3026, USA
| | - Brenda Poindexter
- Perinatal Institute, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, Cincinnati, OH 45229-3026, USA.
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17
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Ellis N, Hughes C, Mazurak V, Joynt C, Larsen B. Does Persistent Inflammatory Catabolic Syndrome Exist in Critically Ill Neonates? JPEN J Parenter Enteral Nutr 2016; 41:1393-1398. [PMID: 27875283 DOI: 10.1177/0148607116672621] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
BACKGROUND Persistent inflammatory catabolic syndrome (PICS) has not been described in the infant population. This study proposes a definition of PICS in critically ill infants. METHODS A published adult criterion of PICS was modified using anthropometric and biochemical reference ranges for infants. A prospective chart review of admissions to a tertiary surgical neonatal intensive care unit (NICU) was performed over 65 days. Demographic, anthropometric, biochemical, and other clinical variables such as length of stay and medication use were collected daily throughout admission. Infants were categorized as having or not having PICS. RESULTS Twenty percent of admitted infants (n = 15) developed PICS using the proposed criteria. Infants with PICS were more likely to be classified as failure to thrive (53%), meeting only 75% of their anticipated weight gain. Significantly more infants with PICS had undergone surgery (100%; P = .01), received inotropic medication (40%; P = .05), and had longer NICU and total hospital length of stay ( P < .001 and P < .001). Infants with PICS had higher peak glucose levels (11.8 ± 7.3 mmol/L) and elevated urea concentrations (7.9 ± 4.6 mmol/L). CONCLUSIONS PICS does exist in a critically ill neonatal population and may be identified using the definition proposed in this study. Infants with PICS displayed metabolic dysregulation, impaired expected growth velocity, and longer length of stay despite no differences in severity scores or diagnosis between the groups. Validation of this work is required, and research into timely identification of infants with PICS is needed to inform whether these infants would benefit from earlier and novel nutrition intervention.
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Affiliation(s)
- Nicole Ellis
- 1 Department of Agricultural, Food, and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Caitlin Hughes
- 1 Department of Agricultural, Food, and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Vera Mazurak
- 1 Department of Agricultural, Food, and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
| | - Chloe Joynt
- 2 Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - Bodil Larsen
- 1 Department of Agricultural, Food, and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada.,2 Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada.,3 Nutrition Services, Alberta Health Services, Edmonton, Alberta, Canada
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18
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Dickson JL, Pretty CG, Alsweiler J, Lynn A, Chase JG. Insulin kinetics and the Neonatal Intensive Care Insulin-Nutrition-Glucose (NICING) model. Math Biosci 2016; 284:61-70. [PMID: 27590773 DOI: 10.1016/j.mbs.2016.08.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Revised: 07/05/2016] [Accepted: 08/24/2016] [Indexed: 10/21/2022]
Abstract
BACKGROUND Models of human glucose-insulin physiology have been developed for a range of uses, with similarly different levels of complexity and accuracy. STAR (Stochastic Targeted) is a model-based approach to glycaemic control. Elevated blood glucose concentrations (hyperglycaemia) are a common complication of stress and prematurity in very premature infants, and have been associated with worsened outcomes and higher mortality. This research identifies and validates the model parameters for model-based glycaemic control in neonatal intensive care. METHODS C-peptide, plasma insulin, and BG from a cohort of 41 extremely pre-term (median age 27.2 [26.2-28.7] weeks) and very low birth weight infants (median birth weight 839 [735-1000] g) are used alongside C-peptide kinetic models to identify model parameters associated with insulin kinetics in the NICING (Neonatal Intensive Care Insulin-Nutrition-Glucose) model. A literature analysis is used to determine models of kidney clearance and body fluid compartment volumes. The full, final NICING model is validated by fitting the model to a cohort of 160 glucose, insulin, and nutrition data records from extremely premature infants from two different NICUs (neonatal intensive care units). RESULTS Six model parameters related to insulin kinetics were identified. The resulting NICING model is more physiologically descriptive than prior model iterations, including clearance pathways of insulin via the liver and kidney, rather than a lumped parameter. In addition, insulin diffusion between plasma and interstitial spaces is evaluated, with differences in distribution volume taken into consideration for each of these spaces. The NICING model was shown to fit clinical data well, with a low model fit error similar to that of previous model iterations. CONCLUSIONS Insulin kinetic parameters have been identified, and the NICING model is presented for glycaemic control neonatal intensive care. The resulting NICING model is more complex and physiologically relevant, with no loss in bedside-identifiability or ability to capture and predict metabolic dynamics.
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Affiliation(s)
- J L Dickson
- Department of Mechanical Engineering, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand.
| | - C G Pretty
- Department of Mechanical Engineering, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand.
| | - J Alsweiler
- Department of Paediatrics: Child and Youth Health, Auckland, New Zealand; Liggins Institute, University of Auckland, Auckland, New Zealand.
| | - A Lynn
- Christchurch Women's Hospital Neonatal Intensive Care Unit, Christchurch, New Zealand.
| | - J G Chase
- Department of Mechanical Engineering, University of Canterbury, Private Bag 4800, Christchurch 8140, New Zealand.
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Wilson B, Typpo K. Nutrition: A Primary Therapy in Pediatric Acute Respiratory Distress Syndrome. Front Pediatr 2016; 4:108. [PMID: 27790606 PMCID: PMC5061746 DOI: 10.3389/fped.2016.00108] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Accepted: 09/20/2016] [Indexed: 12/18/2022] Open
Abstract
Appropriate nutrition is an essential component of intensive care management of children with acute respiratory distress syndrome (ARDS) and is linked to patient outcomes. One out of every two children in the pediatric intensive care unit (PICU) will develop malnutrition or have worsening of baseline malnutrition and present with specific micronutrient deficiencies. Early and adequate enteral nutrition (EN) is associated with improved 60-day survival after pediatric critical illness, and, yet, despite early EN guidelines, critically ill children receive on average only 55% of goal calories by PICU day 10. Inadequate delivery of EN is due to perceived feeding intolerance, reluctance to enterally feed children with hemodynamic instability, and fluid restriction. Underlying each of these factors is large practice variation between providers and across institutions for initiation, advancement, and maintenance of EN. Strategies to improve early initiation and advancement and to maintain delivery of EN are needed to improve morbidity and mortality from pediatric ARDS. Both, over and underfeeding, prolong duration of mechanical ventilation in children and worsen other organ function such that precise calorie goals are needed. The gut is thought to act as a "motor" of organ dysfunction, and emerging data regarding the role of intestinal barrier functions and the intestinal microbiome on organ dysfunction and outcomes of critical illness present exciting opportunities to improve patient outcomes. Nutrition should be considered a primary rather than supportive therapy for pediatric ARDS. Precise nutritional therapies, which are titrated and targeted to preservation of intestinal barrier function, prevention of intestinal dysbiosis, preservation of lean body mass, and blunting of the systemic inflammatory response, offer great potential for improving outcomes of pediatric ARDS. In this review, we examine the current evidence regarding dose, route, and timing of nutrition, current recommendations for provision of nutrition to children with ARDS, and the current literature for immune-modulating diets for pediatric ARDS. We will examine emerging data regarding the role of the intestinal microbiome in modulating the response to critical illness.
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Affiliation(s)
- Bryan Wilson
- Department of Emergency Medicine, University of Arizona College of Medicine , Tucson, AZ , USA
| | - Katri Typpo
- Department of Pediatrics, Steele Children's Research Center, University of Arizona College of Medicine , Tucson, AZ , USA
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20
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Japanese Guidelines for Nutrition Support Therapy in the Adult and Pediatric Critically Ill Patients. ACTA ACUST UNITED AC 2016. [DOI: 10.3918/jsicm.23.185] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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21
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Yu KH, Tsao HL, Lin SJ, Chen CY. Quantitative analysis of insulin in total parenteral nutrition bag in Taiwan. J Food Drug Anal 2015; 24:214-219. [PMID: 28911406 PMCID: PMC9345436 DOI: 10.1016/j.jfda.2015.08.003] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2015] [Revised: 07/08/2015] [Accepted: 08/14/2015] [Indexed: 11/30/2022] Open
Abstract
Regular insulin can reduce hyperglycemia when directly added to total parenteral nutrition (TPN) solutions. Insulin is not routinely added to all TPN solutions. For patients who require insulin prior to the initiation of TPN supplement, one-third to one-half of the usual total daily dose can be added to the TPN bag as regular human insulin. However, an incorrect dose or an interaction between insulin and the TPN bag material may affect blood sugar control in clinical practice. Therefore, it is important to quantitatively determine the final dose of insulin in the TPN bag. High performance liquid chromatography is a very powerful technique for determining the purity of proteins. The goal of this study was to use high-performance liquid chromatography to perform quantitative analysis of insulin in a TPN bag. The analysis was performed under different light conditions (UV, fluorescent, and darkness) and different temperatures (25°C and 2–8°C). The results show that adsorption of insulin on an ethylene vinyl acetate TPN bag is significantly higher than that on glass. Based on the results, it is evident that regular insulin should be administered separately from TPN to reduce cost and eliminate wasteful disposal of TPN solutions.
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Affiliation(s)
- Kuo-Hua Yu
- Department of Pharmacy, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung,
Taiwan
| | - Hui-Liang Tsao
- Department of Pharmacy, Kaohsiung Medical University Hospital, Kaohsiung,
Taiwan
- Corresponding authors. Department of Pharmacy, Kaohsiung Medical University Hospital, Number 100, Shihcyuan 1st Road, Sanmin District, Kaohsiung City 80708, Taiwan. E-mail addresses: (H.-L. Tsao), (C.-Y. Chen)
| | - Shun-Jin Lin
- School of Pharmacy, Kaohsiung Medical University, Kaohsiung,
Taiwan
| | - Chung-Yu Chen
- Department of Pharmacy, Kaohsiung Medical University Hospital, Kaohsiung,
Taiwan
- School of Pharmacy, Kaohsiung Medical University, Kaohsiung,
Taiwan
- Corresponding authors. Department of Pharmacy, Kaohsiung Medical University Hospital, Number 100, Shihcyuan 1st Road, Sanmin District, Kaohsiung City 80708, Taiwan. E-mail addresses: (H.-L. Tsao), (C.-Y. Chen)
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22
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Kline-Tilford AM. Impact of Obesity during Pediatric Acute and Critical Illness. J Pediatr Intensive Care 2015; 4:97-102. [PMID: 31110858 DOI: 10.1055/s-0035-1556752] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
Pediatric overweight and obesity rates have reached epidemic proportions and continue to rise globally. Many long-term complications have been described about the impact of obesity; however, little work has been done in the area of acute and critical illness in children. Available evidence suggests that childhood obesity can impact acute and critical illness when compared with normal weight cohorts. This review will discuss the available literature on the impact of pediatric obesity during acute and critical illness.
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Affiliation(s)
- Andrea M Kline-Tilford
- Department of Cardiovascular Surgery, Children's Hospital of Michigan, Detroit, Michigan, United States
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23
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Dickson JL, Alsweiler J, Gunn CA, Pretty CG, Chase JG. A C-Peptide-Based Model of Pancreatic Insulin Secretion in Extremely Preterm Neonates in Intensive Care. J Diabetes Sci Technol 2015; 10:111-8. [PMID: 26253143 PMCID: PMC4738210 DOI: 10.1177/1932296815596175] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Model-based glycemic control relies on sufficiency of underlying models to describe underlying patient physiology. In particular, very preterm infant glucose-insulin metabolism can differ significantly from adults, and is relatively unstudied. In this study, C-peptide concentrations are used to develop insulin-secretion models for the purposes of glycemic control in neonatal intensive care. METHODS Plasma C-peptide, insulin, and blood glucose concentrations (BGC) were retrospectively analyzed from a cohort of 41 hyperglycemic very preterm (median age 27.2 [26.2-28.7] weeks) and very low birth-weight infants (median birth weight 839 [735-1000] g). A 2-compartment model of C-peptide kinetics was used to estimate insulin secretion. Insulin secretion was examined with respect to nutritional intake, exogenous and plasma insulin concentration, and BGC. RESULTS Insulin secretion was found to be highly variable between patients and over time, and could not be modeled with respect to age, weight, or protein or dextrose intake. In 13 of 54 samples exogenous insulin was being administered, and insulin secretion was lower. However, low data numbers make this result inconclusive. Insulin secretion was found to increase with BG, with a stronger association in female infants than males (R(2) = .51 vs R(2) = .13, and R(2) = .26 for the combined cohort). CONCLUSIONS A sex-based insulin secretion model was created and incorporated into a model-based glycemic control framework. Nutritional intake did not predict insulin secretion, indicating that insulin secretion is a complex function of a number of metabolic factors.
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Affiliation(s)
- Jennifer L Dickson
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
| | - Jane Alsweiler
- Department of Paediatrics, Child and Youth Health, Auckland, New Zealand Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Cameron A Gunn
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
| | - Christopher G Pretty
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
| | - J Geoffrey Chase
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand
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24
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Gunn CA, Dickson JL, Pretty CG, Alsweiler JM, Lynn A, Shaw GM, Chase JG. Brain mass estimation by head circumference and body mass methods in neonatal glycaemic modelling and control. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2014; 115:47-54. [PMID: 24755066 DOI: 10.1016/j.cmpb.2014.03.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2013] [Revised: 03/05/2014] [Accepted: 03/17/2014] [Indexed: 06/03/2023]
Abstract
INTRODUCTION Hyperglycaemia is a common complication of stress and prematurity in extremely low-birth-weight infants. Model-based insulin therapy protocols have the ability to safely improve glycaemic control for this group. Estimating non-insulin-mediated brain glucose uptake by the central nervous system in these models is typically done using population-based body weight models, which may not be ideal. METHOD A head circumference-based model that separately treats small-for-gestational-age (SGA) and appropriate-for-gestational-age (AGA) infants is compared to a body weight model in a retrospective analysis of 48 patients with a median birth weight of 750g and median gestational age of 25 weeks. Estimated brain mass, model-based insulin sensitivity (SI) profiles, and projected glycaemic control outcomes are investigated. SGA infants (5) are also analyzed as a separate cohort. RESULTS Across the entire cohort, estimated brain mass deviated by a median 10% between models, with a per-patient median difference in SI of 3.5%. For the SGA group, brain mass deviation was 42%, and per-patient SI deviation 13.7%. In virtual trials, 87-93% of recommended insulin rates were equal or slightly reduced (Δ<0.16mU/h) under the head circumference method, while glycaemic control outcomes showed little change. CONCLUSION The results suggest that body weight methods are not as accurate as head circumference methods. Head circumference-based estimates may offer improved modelling accuracy and a small reduction in insulin administration, particularly for SGA infants.
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Affiliation(s)
- Cameron Allan Gunn
- Department of Mechanical Engineering, University of Canterbury, Private Bag, Christchurch, Canterbury 8140, New Zealand.
| | - Jennifer L Dickson
- Department of Mechanical Engineering, University of Canterbury, Private Bag, Christchurch, Canterbury 8140, New Zealand
| | - Christopher G Pretty
- Department of Mechanical Engineering, University of Canterbury, Private Bag, Christchurch, Canterbury 8140, New Zealand
| | - Jane M Alsweiler
- Department of Mechanical Engineering, University of Canterbury, Private Bag, Christchurch, Canterbury 8140, New Zealand
| | - Adrienne Lynn
- Department of Mechanical Engineering, University of Canterbury, Private Bag, Christchurch, Canterbury 8140, New Zealand
| | - Geoffrey M Shaw
- Department of Mechanical Engineering, University of Canterbury, Private Bag, Christchurch, Canterbury 8140, New Zealand
| | - J Geoffrey Chase
- Department of Mechanical Engineering, University of Canterbury, Private Bag, Christchurch, Canterbury 8140, New Zealand
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25
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Dickson J, Lynn A, Gunn C, Compte AL, Fisk L, Shaw G, Chase JG. Performance and Safety of STAR Glycaemic Control in Neonatal Intensive Care: Further Clinical Results Including Pilot Results from a New Protocol Implementation. ACTA ACUST UNITED AC 2014. [DOI: 10.3182/20140824-6-za-1003.00210] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Dickson JL, Floyd RP, Le Compte AJ, Fisk LM, Chase JG, Lynn A, Shaw GM. External validation and sub-cohort analysis of stochastic forecasting models in NICU cohorts. Biomed Signal Process Control 2013. [DOI: 10.1016/j.bspc.2013.01.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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Gunn CA, Dickson JL, Hewett JN, Lynn A, Rose HJ, Clarkson SH, Shaw GM, Chase JG. Nasogastric aspiration as an indicator for feed absorption in model-based glycemic control in neonatal intensive care. J Diabetes Sci Technol 2013; 7:717-26. [PMID: 23759405 PMCID: PMC3869140 DOI: 10.1177/193229681300700317] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND STAR (stochastic targeted) is a glycemic control model-based framework for critically ill neonates that has shown benefits in reducing hypoglycemia and hyperglycemia. STAR uses a stochastic matrix method to forecast future changes in a patient's insulin sensitivity and then applies this result to a physiological model to select an optimal insulin treatment. Nasogastric aspiration may be used as an indicator to suggest periods of care when enteral feed absorption is compromised, improving the performance of glycemic control. An analysis has been carried out to investigate the effect of poorly absorbed feeds on glycemic control. METHOD Clinical data were collected from eight patients on insulin therapy and enteral feed, which included large or significantly milky aspirates. Patients had a median gestational age of 25 weeks and postnatal age of 5.5 days. Virtual patients were created using the NICING model, and insulin sensitivity (SI) profiles were fit. Alternative feed profiles were generated whereby enteral feed absorption was redistributed with time to account for poor feed absorption. The effect of poor feed absorption, as indicated by aspirates, is investigated. RESULTS The average percentage change of SI 4 h before a significant aspirate was 1.16%, and 1.49% in the 4 h following the aspirate. No distinct relationship was found between the fractional change in SI and the volume of the aspirate. Accounting for aspirates had a clinically negligible impact on glycemic control in virtual trials. CONCLUSION Accounting for aspirates by manipulating enteral feed profiles had a minimal influence on both modeling and controlling glycemia in neonates. The impact of this method is clinically insignificant, suggesting that a population constant for the rate of glucose absorption in the gut adequately models feed absorption within the STAR framework.
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Affiliation(s)
- Cameron A Gunn
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand.
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Wu Y, Pei J, Yang XD, Cheng ZD, Zhao YY, Xiang B. Hyperglycemia and its association with clinical outcomes for patients in the pediatric intensive care unit after abdominal surgery. J Pediatr Surg 2013; 48:801-5. [PMID: 23583137 DOI: 10.1016/j.jpedsurg.2012.10.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2012] [Revised: 09/20/2012] [Accepted: 10/02/2012] [Indexed: 10/27/2022]
Abstract
PURPOSE We investigated the incidence of hyperglycemia of patients in the pediatric intensive care unit (PICU) after receiving abdominal surgery and its association with clinical outcomes. METHODS A retrospective review was performed from November 1, 2010 to November 1, 2011 on all PICU admissions after abdominal surgery. Maximum serum glucose concentrations (Gmax) in PICU, PICU length of stay, total hospital length of stay, deep and systemic infection, wound infection and mortality rates were recorded and analyzed. RESULTS A total of 193 children met the inclusion criteria of our research. Maximum glucose levels ranged from 55.7 mg/dL to 415.9 mg/dL (median: 132 mg/dL). Hyperglycemia in PICU was prevalent, with 125 (64.8%) patients having Gmax >110 mg/dL during their PICU stay and 35 (18.8%) having Gmax >200 mg/dL. Average PICU length of stay and total hospital length of stay grew as the maximum glucose levels rose among the four plasma glycemic ranges. The highest serum glucose range patient group also had the highest wound infection rates (14.3% and 11.4%). CONCLUSIONS Hyperglycemia was prevalent among patients after major abdominal surgery in PICU and was correlated with increased PICU length of stay, total hospital length of stay. Appropriate glycemic control may improve clinical outcomes for this group of patients.
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Affiliation(s)
- Yang Wu
- Department of Pediatric Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
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Dickson JL, Le Compte AJ, Floyd RP, Geoffrey Chase J, Lynn A, Shaw GM. Development and optimisation of stochastic targeted (STAR) glycaemic control for pre-term infants in neonatal intensive care. Biomed Signal Process Control 2013. [DOI: 10.1016/j.bspc.2012.08.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Le Compte AJ, Pretty CG, Lin J, Shaw GM, Lynn A, Chase JG. Impact of variation in patient response on model-based control of glycaemia in critically ill patients. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2013; 109:211-219. [PMID: 21940063 DOI: 10.1016/j.cmpb.2011.08.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2011] [Revised: 08/26/2011] [Accepted: 08/26/2011] [Indexed: 05/31/2023]
Abstract
Critically ill patients commonly experience stress-induced hyperglycaemia, and several studies have shown tight glycaemic control (TGC) can reduce patient mortality. However, tight control is often difficult to achieve due to conflicting drug therapies and evolving patient condition. Thus, a number of studies have failed to achieve consistently safe and effective TGC possibly due to the use of fixed insulin dosing protocols over adaptive patient-specific methods. Model-based targeted glucose control can adapt insulin and dextrose interventions to match identified patient insulin sensitivity. This study explores the impact on glycaemic control of assuming patient response to insulin is constant, as many protocols do, versus time-varying. Validated virtual trial simulations of glucose control were performed on adult and neonatal virtual patient cohorts. Results indicate assumptions of constant insulin sensitivity can lead to six-fold increases in incidence of hypoglycaemia, similar to literature reports and a commonly cited issue preventing increased adoption of TGC in critical care. It is clear that adaptive, patient-specific, approaches are better able to manage inter- and intra-patient variability than typical, fixed protocols.
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Affiliation(s)
- Aaron J Le Compte
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand.
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Le Compte AJ, Lynn AM, Lin J, Pretty CG, Shaw GM, Chase JG. Pilot study of a model-based approach to blood glucose control in very-low-birthweight neonates. BMC Pediatr 2012; 12:117. [PMID: 22871230 PMCID: PMC3465220 DOI: 10.1186/1471-2431-12-117] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2012] [Accepted: 07/26/2012] [Indexed: 01/22/2023] Open
Abstract
Background Hyperglycemia often occurs in premature, very low birthweight infants (VLBW) due to immaturity of endogenous regulatory systems and the stress of their condition. Hyperglycemia in neonates has been linked to increased morbidities and mortality and occurs at increasing rates with decreasing birthweight. In this cohort, the emerging use of insulin to manage hyperglycemia has carried a significant risk of hypoglycemia. The efficacy of blood glucose control using a computer metabolic system model to determine insulin infusion rates was assessed in very-low-birth-weight infants. Methods Initial short-term 24-hour trials were performed on 8 VLBW infants with hyperglycemia followed by long-term trials of several days performed on 22 infants. Median birthweight was 745 g and 760 g for short-term and long-term trial infants, and median gestational age at birth was 25.6 and 25.4 weeks respectively. Blood glucose control is compared to 21 retrospective patients from the same unit who received insulin infusions determined by sliding scales and clinician intuition. This study was approved by the Upper South A Regional Ethics Committee, New Zealand (ClinicalTrials.gov registration NCT01419873). Results Reduction in hyperglycemia towards the target glucose band was achieved safely in all cases during the short-term trials with no hypoglycemic episodes. Lower median blood glucose concentration was achieved during clinical implementation at 6.6 mmol/L (IQR: 5.5 – 8.2 mmol/L, 1,003 measurements), compared to 8.0 mmol/L achieved in similar infants previously (p < 0.01). No significant difference in incidence of hypoglycemia during long-term trials was observed (0.25% vs 0.25%, p = 0.51). Percentage of blood glucose within the 4.0 – 8.0 mmol/L range was increased by 41% compared to the retrospective cohort (68.4% vs 48.4%, p < 0.01). Conclusions A computer model that accurately captures the dynamics of neonatal metabolism can provide safe and effective blood glucose control without increasing hypoglycemia. Trial Registration ClinicalTrials.gov registration NCT01419873
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Affiliation(s)
- Aaron J Le Compte
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand.
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Renutrition en réanimation pédiatrique. MEDECINE INTENSIVE REANIMATION 2012. [DOI: 10.1007/s13546-012-0501-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Verbruggen SC, Landzaat LJ, Reiss IKM, van Goudoever JB, Joosten KFM. Efficacy and safety of a tight glucose control protocol in critically ill term neonates. Neonatology 2012; 101:232-8. [PMID: 22085889 DOI: 10.1159/000330846] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2011] [Accepted: 07/08/2011] [Indexed: 11/19/2022]
Abstract
BACKGROUND A large single-center randomized trial showed that treating hyperglycemia in critically ill children improved outcome, despite an increased incidence of hypoglycemia, especially in infants. OBJECTIVES We evaluated the efficacy and incidence of hypoglycemia using a tight glucose protocol in critically ill term neonates. METHODS Term hyperglycemic (>8 mmol·l(-1); >144 mg·dl(-1)) neonates treated with a tight glucose protocol during a 3.5-year period in a tertiary pediatric intensive care unit were retrospectively analyzed. RESULTS Seventy-three term hyperglycemic neonates [age 0 days (0-6), weight 3.2 ± 0.8 kg, PRISM 16 (11-20)] were included for analysis. Eighteen neonates died (25%). The initial mean (range) glucose level was 11.1 mmol·l(-1) [9.6-15.2; 200 mg·dl(-1) (173-274)], and normoglycemia (<8 mmol·l(-1); <144 mg·dl(-1)) was reached within 5.3 h (1-25) with an overall treatment duration of 27 h (10-57). Seven hypoglycemic incidents (5 times ≤2.2 mmol·l(-1); 40 mg·dl(-1), and 2 times <1.7 mmol·l(-1); 31 mg·dl(-1)) occurred in 5 (6.7%) infants, without severe clinical signs. Three hypoglycemic incidents were directly explained due to a protocol violation. One hypoglycemic incident occurred with the onset of sepsis, while no apparent cause was identified for three hypoglycemic incidents. CONCLUSIONS Our glucose protocol was effective, but hypoglycemia occurred more frequently than in older children reported previously. Potential differences in glucose and insulin metabolism in term neonates appear to justify additional safety approaches, while awaiting further studies assessing the benefits of tight glucose protocols in this population. Meanwhile, we have decreased the initial insulin starting doses in our protocol.
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Affiliation(s)
- Sascha C Verbruggen
- Department of Pediatrics, Erasmus MC - Sophia Children's Hospital, Rotterdam, The Netherlands.
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Arsenault D, Brenn M, Kim S, Gura K, Compher C, Simpser E, Puder M. A.S.P.E.N. Clinical Guidelines. JPEN J Parenter Enteral Nutr 2011; 36:81-95. [DOI: 10.1177/0148607111418980] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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Le Compte A, Chase JG, Russell G, Lynn A, Hann C, Shaw G, Wong XW, Blakemore A, Lin J. Modeling the glucose regulatory system in extreme preterm infants. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2011; 102:253-266. [PMID: 20541829 DOI: 10.1016/j.cmpb.2010.05.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2009] [Revised: 04/23/2010] [Accepted: 05/18/2010] [Indexed: 05/29/2023]
Abstract
BACKGROUND Premature infants represent a significant proportion of the neonatal intensive care population. Blood glucose homeostasis in this group is often disturbed by immaturity of endogenous regulatory systems and the stress of their condition. Hypo- and hyperglycemia are frequently reported in very low birth weight infants, and more mature infants often experience low levels of glycemia. A model capturing the unique fundamental dynamics of the neonatal glucose regulatory system could be used to develop better blood glucose control methods. METHODS A metabolic system model is adapted from adult critical care to the unique physiological case of the neonate. Integral-based fitting methods were used to identify time-varying insulin sensitivity and non-insulin mediated glucose uptake profiles. The clinically important predictive ability of the model was assessed by assuming insulin sensitivity was constant over prediction intervals of 1, 2 and 4h forward and comparing model-simulated versus actual clinical glucose values for all recorded interventions. The clinical data included 1091 glucose measurements over 3567 total patient hours, along with all associated insulin and nutritional infusion data, for N=25 total cases. Ethics approval was obtained from the Upper South A Regional Ethics Committee for this study. RESULTS The identified model had a median absolute percentage error of 2.4% [IQR: 0.9-4.8%] between model-fitted and clinical glucose values. Median absolute prediction errors at 1-, 2- and 4-h intervals were 5.2% [IQR: 2.5-10.3%], 9.4% [IQR: 4.5-18.4%] and 13.6% [IQR: 6.3-27.6%] respectively. CONCLUSIONS The model accurately captures and predicts the fundamental dynamic behaviors of the neonatal metabolism well enough for effective clinical decision support in glycemic control. The adaptation from adult to a neonatal case is based on the data from the literature. Low prediction errors and very low fitting errors indicate that the fundamental dynamics of glucose metabolism in both premature neonates and critical care adults can be described by similar mathematical models.
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Affiliation(s)
- Aaron Le Compte
- Department of Mechanical Engineering, University of Canterbury, New Zealand
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Le Compte AJ, Chase JG, Lynn A, Hann CE, Shaw GM, Lin J. Development of blood glucose control for extremely premature infants. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2011; 102:181-191. [PMID: 21247652 DOI: 10.1016/j.cmpb.2010.03.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2009] [Revised: 03/03/2010] [Accepted: 03/15/2010] [Indexed: 05/30/2023]
Abstract
Extremely premature neonates often experience hyperglycaemia, which has been linked to increased mortality and worsened outcomes. Insulin therapy can assist in controlling blood glucose levels and promoting needed growth. This study presents the development of a model-based stochastic targeted controller designed to adapt insulin infusion rates to match the unique and changing metabolic state and control parameters of the neonate. Long-term usage of targeted BG control requires successfully forecasting variations in neonatal metabolic state, accounting for differences in clinical practices between units, and demonstrating robustness to errors that can occur in everyday clinical usage. Simulation studies were used to evaluate controller ability to target several common BG ranges and evaluate controller sensitivity to missed BG measurements and delays in control interventions on a virtual patient cohort of 25 infants developed from retrospective data. Initial clinical pilot trials indicated model performance matched expected performance from simulations. Stochastic targeted glucose control developed using validated patient-specific virtual trials can yield effective protocols for this cohort. Long-term trials show fundamental success, however clinical interface design appears as a critical factor to ensuring good compliance and thus good control.
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Affiliation(s)
- Aaron J Le Compte
- Department of Mechanical Engineering, University of Canterbury, New Zealand
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Abstract
OBJECTIVES To assess whether individual blood glucose variability in critically ill children is associated with increased mortality and to define the temporal patterns of blood glucose variability during critical illness in children. DESIGN Retrospective cohort study. SETTING A 20-bed pediatric intensive care unit in a children's hospital. PATIENTS Patients aged 0-20 yrs and with at least 12 blood glucose measurements taken within the first 72 hrs of pediatric intensive care unit admission. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS A total of 101 eligible patients had 3,144 measured blood glucose concentrations with 16% mortality. Nonsurvivors had higher median blood glucose concentrations (129 mg/dL vs. 118 mg/dL, p < .01), more hyperglycemia (blood glucose >200 mg/dL) (88% vs. 59%, p < .05), and more hypoglycemia (blood glucose <60 mg/dL) (56% vs. 15%, p < .01) than survivors. The mean blood glucose range (257 mg/dL vs. 185 mg/dL, p < .01) and the blood glucose variability (63 mg/dL vs. 45 mg/dL, p = .02) were greater in nonsurvivors compared with survivors. Blood glucose variability tertiles were proportionately associated with increasing mortality: 6% vs. 15% vs. 27% (p = .07). Compared with survivors, daily blood glucose variability was significantly higher in nonsurvivors during the first 48 hrs of admission and after 1 wk of admission. After controlling for confounders, individual blood glucose variability was associated with higher pediatric intensive care unit mortality for each mg/dL of blood glucose concentration (adjusted odds ratio, 1.03; 95% confidence interval, 1.01-1.05). CONCLUSIONS Glucose variability is common in critically ill children and is associated with increased mortality. Whereas early alterations in blood glucose may represent allostasis, later fluctuations in blood glucose may represent an alteration of autoregulation with resulting higher mortality. Control of variability may need to be incorporated into glycemic control regimens.
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Bechard LJ, Feldman HA, Gordon C, Gura K, Sonis A, Leung K, Venick R, Guinan EC, Duggan C. A multi-center, randomized, controlled trial of parenteral nutrition titrated to resting energy expenditure in children undergoing hematopoietic stem cell transplantation ("PNTREE"): rationale and design. Contemp Clin Trials 2010; 31:157-64. [PMID: 20004739 DOI: 10.1016/j.cct.2009.12.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2009] [Revised: 11/16/2009] [Accepted: 12/02/2009] [Indexed: 11/17/2022]
Abstract
BACKGROUND Children undergoing hematopoietic stem cell transplantation (HSCT) frequently require prolonged courses of parenteral nutrition (PN) as a consequence of gastrointestinal dysfunction related to preparative chemotherapy and radiation. PN has been associated with shorter engraftment time and decreased mortality during HSCT, however, it is also linked with complications, including infections, liver disease, and metabolic disturbances. Some of these complications may be a result of providing PN in excess of nutrient requirements. We previously described significant reductions in resting energy expenditure (REE), as measured by indirect calorimetry, over the course of HSCT. We also documented a decline in mid-arm muscle area, suggesting depletion of muscle mass, while triceps skinfold, a marker of fat stores, was unchanged. These results suggested the need for further study of energy expenditure, body composition and nutritional intake in this group of high risk patients. DESIGN AND HYPOTHESIS We hypothesize that changes in body composition affect REE during HSCT, and that standard nutritional support may lead to overfeeding. We are performing a randomized controlled trial of parenteral nutrition among children undergoing allogeneic HSCT. Subjects are randomized to receive PN designed to provide 100% of measured REE, or standard PN, i.e., 140% of estimated energy expenditure. The primary outcome variable is change in percent body fat. Secondary outcomes include glycemic control and frequency of infections, changes in REE and body composition. CONCLUSION This study will provide unique and comprehensive nutritional data and its results will guide nutritional therapy for children undergoing HSCT and possibly other catabolic patients.
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Affiliation(s)
- Lori J Bechard
- Children's Hospital, Boston, 300 Longwood Avenue, Boston, MA 02115, United States
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Le Compte AJ, Lee DS, Chase JG, Lin J, Lynn A, Shaw GM. Blood glucose prediction using stochastic modeling in neonatal intensive care. IEEE Trans Biomed Eng 2009; 57:509-18. [PMID: 19884072 DOI: 10.1109/tbme.2009.2035517] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Hyperglycemia is a common metabolic problem in premature, low-birth-weight infants. Blood glucose homeostasis in this group is often disturbed by immaturity of endogenous regulatory systems and the stress of their condition in intensive care. A dynamic model capturing the fundamental dynamics of the glucose regulatory system provides a measure of insulin sensitivity (S(I)). Forecasting the most probable future S(I) can significantly enhance real-time glucose control by providing a clinically validated/proven level of confidence on the outcome of an intervention, and thus, increased safety against hypoglycemia. A 2-D kernel model of S(I) is fitted to 3567 h of identified, time-varying S(I) from retrospective clinical data of 25 neonatal patients with birth gestational age 23 to 28.9 weeks. Conditional probability estimates are used to determine S(I) probability intervals. A lag-2 stochastic model and adjustments of the variance estimator are used to explore the bias-variance tradeoff in the hour-to-hour variation of S(I). The model captured 62.6% and 93.4% of in-sample S(I) predictions within the (25th-75th) and (5th-95th) probability forecast intervals. This overconservative result is also present on the cross-validation cohorts and in the lag-2 model. Adjustments to the variance estimator found a reduction to 10%-50% of the original value provided optimal coverage with 54.7% and 90.9% in the (25th-75th) and (5th-95th) intervals. A stochastic model of S(I) provided conservative forecasts, which can add a layer of safety to real-time control. Adjusting the variance estimator provides a more accurate, cohort-specific stochastic model of S(I) dynamics in the neonate.
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Affiliation(s)
- Aaron J Le Compte
- Department of Mechanical Engineering, University of Canterbury, Christchurch, New Zealand.
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Myers CJ, Magdesian KG, Kass PH, Madigan JE, Rhodes DM, Marks SL. Parenteral nutrition in neonatal foals: Clinical description, complications and outcome in 53 foals (1995–2005). Vet J 2009; 181:137-44. [DOI: 10.1016/j.tvjl.2008.02.024] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2007] [Revised: 02/24/2008] [Accepted: 02/28/2008] [Indexed: 10/22/2022]
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Brunengraber LN, Robinson AV, Chwals WJ. Relationship of serum C-reactive protein and blood glucose levels with injury severity and patient morbidity in a pediatric trauma population. J Pediatr Surg 2009; 44:992-6. [PMID: 19433185 DOI: 10.1016/j.jpedsurg.2009.01.043] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2009] [Accepted: 01/15/2009] [Indexed: 01/04/2023]
Abstract
PURPOSE Serum markers of inflammation and of glucose production are known to reflect the immediate metabolic response to injury. We hypothesized that monitoring of the early C-reactive protein (CRP) and blood glucose (BG) concentrations would correlate with clinical morbidity and outcome measures in pediatric trauma patients. METHODS A five-year retrospective chart review of pediatric trauma patients admitted to our Level I pediatric trauma center was conducted to establish the relationships between early (first 3 hospital days) serum CRP and BG concentrations, Injury Severity Score (ISS), and hospital length of stay (HLOS). Statistical significance (P < 0.05) was determined using Student's t-test. RESULTS Forty-two trauma patients (8.0 +/- 5.2 years) were evaluated. The early inflammatory response (CRP >or= 10 vs <10 mg/dl) was significantly correlated to the glycemic response (BG;121 +/- 24 vs 97.3 +/- 14.2 mg/dl, P < 0.05). Severely injured patients (ISS >or= 25 vs <25) were significantly more hyperglycemic (BG;156 +/- 56.9 vs 125 +/- 31.6 mg/dL, P = 0.003). Both increased inflammatory response (CRP;8.1 +/- 6.4 vs 2.5 +/- 3.5 mg/dL) and increased glycemic response (BG;111 +/- 15.9 vs 97.4 +/- 11.7 mg/dL) were independently and significantly associated with prolonged hospitalization (HLOS > 7 vs <or=7 days, P < 0.05). CONCLUSION This study establishes a significant relationship between the early inflammatory and glycemic injury response and the association of that response with pediatric trauma patient morbidity and outcome measures.
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Affiliation(s)
- Lisa N Brunengraber
- Division of Pediatric Surgery, Rainbow Babies and Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
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Mehta NM, Compher C. A.S.P.E.N. Clinical Guidelines: Nutrition Support of the Critically Ill Child. JPEN J Parenter Enteral Nutr 2009; 33:260-76. [DOI: 10.1177/0148607109333114] [Citation(s) in RCA: 301] [Impact Index Per Article: 20.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Nilesh M. Mehta
- From Critical Care Medicine, Dept. of Anesthesia, Children's Hospital, Boston, and University of Pennsylvania School of Nursing, Philadelphia
| | - Charlene Compher
- From Critical Care Medicine, Dept. of Anesthesia, Children's Hospital, Boston, and University of Pennsylvania School of Nursing, Philadelphia
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Affiliation(s)
- Urban Flaring
- Department of Paediatric Anaesthesia and Intensive Care, Astrid Lindgren Children's Hospital, Karolinska Hospital, Stockholm, Sweden.
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Ghafoori AF, Twite MD, Friesen RH. Postoperative hyperglycemia is associated with mediastinitis following pediatric cardiac surgery. Paediatr Anaesth 2008; 18:1202-7. [PMID: 19076575 DOI: 10.1111/j.1460-9592.2008.02808.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
INTRODUCTION Mediastinitis is an infrequent, but significant complication of median sternotomy. Perioperative hyperglycemia is associated with increased morbidity, including infection in pediatric and adult cardiac surgical patients. We hypothesized that perioperative blood glucose levels would be higher in patients who later developed mediastinitis. METHODS We examined the medical records of all infants and children diagnosed with poststernotomy mediastinitis (n = 24) from July 2001 to December 2005. Data recorded included postoperative blood glucose levels, age, diagnosis, operation, surgical complexity score, duration of operation and cardiopulmonary bypass, delayed sternal closure, perioperative use of steroids and total parenteral nutrition, and duration of postoperative inotropic and ventilatory support. Records of patients without mediastinitis matched for age, complexity score, and month of operation (control group, n = 32) were also reviewed. Data were analyzed with t-tests and chi-square tests. Variables with P < 0.21 on univariate tests were entered into a multivariate logistic regression model. RESULTS Initially, postoperative blood glucose levels were elevated, but similar in both mediastinitis and control groups. The number of subjects having peak blood glucose levels >7.2 mm (>130 mg.dl(-1)) during the first 24 h was greater in the mediastinitis group (P = 0.07). The significant multivariate predictor of mediastinitis was 24 h peak blood glucose >7.2 mM (>130 mg.dl(-1)) (P = 0.039). CONCLUSION Our data support the hypothesis that postoperative hyperglycemia is a risk factor for the development of mediastinitis in infants and children following cardiac surgery.
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Affiliation(s)
- A Fawad Ghafoori
- Department of Anesthesiology, The Children's Hospital, University of Colorado School of Medicine, Denver, CO 80045, USA
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Skillman HE, Wischmeyer PE. Nutrition Therapy in Critically Ill Infants and Children. JPEN J Parenter Enteral Nutr 2008; 32:520-34. [DOI: 10.1177/0148607108322398] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Heather E. Skillman
- From the Department of Clinical Nutrition, The Children's Hospital, Aurora, Colorado; and the Department of Anesthesiology, University of Colorado Health Sciences Center, Aurora, Colorado
| | - Paul E. Wischmeyer
- From the Department of Clinical Nutrition, The Children's Hospital, Aurora, Colorado; and the Department of Anesthesiology, University of Colorado Health Sciences Center, Aurora, Colorado
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Klein GW, Hojsak JM, Schmeidler J, Rapaport R. Hyperglycemia and outcome in the pediatric intensive care unit. J Pediatr 2008; 153:379-84. [PMID: 18534209 DOI: 10.1016/j.jpeds.2008.04.012] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2007] [Revised: 12/21/2007] [Accepted: 04/02/2008] [Indexed: 12/31/2022]
Abstract
OBJECTIVE To identify the frequency of hyperglycemia in children who are nondiabetic and critically ill and assess the independent effect of hyperglycemia on outcome. STUDY DESIGN Consecutive admissions to the pediatric intensive care unit (PICU) were reviewed. The Pediatric Risk of Mortality III score (PRISM) measured patient acuity. Because maximum glucose level in the first day of PICU admission (GLFD) >200mg/dL contributes to PRISM, 200 mg/dL was used to differentiate high glucose (HG) from normal glucose. RESULTS Of 1550 patients, 221 (14.3%) had HG. GLFD correlated with PRISM (r = 0.39, P < .001). Without controlling for PRISM, the HG group had more mechanical ventilation days (MVD; P < .001), longer PICU length of stay (PLOS; P < .001) and lower percent survival (P < .001) than the normal glucose group. Controlling for PRISM in survivors, GLFD was not associated with PLOS (P = .75) or with MVD (P = .06). GLFD was not significantly associated with survival (P = .76). In nonsurvivors, GLFD was not associated with PLOS (P = .19) or MVD (P = .31). CONCLUSION When controlling for disease severity, hyperglycemia within 24 hours of PICU admission was not independently associated with increased mechanical ventilation time, length of stay, or mortality. Prospective evaluation of glycemic control in critically ill children is needed to elucidate its effects on outcome.
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Affiliation(s)
- Genna W Klein
- Mount Sinai School of Medicine, Department of Pediatrics, Division of Pediatric Endocrinology and Diabetes, New York, NY, USA
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Marik PE. Maximizing efficacy from parenteral nutrition in critical care: appropriate patient populations, supplemental parenteral nutrition, glucose control, parenteral glutamine, and alternative fat sources. Curr Gastroenterol Rep 2007; 9:345-53. [PMID: 17883985 DOI: 10.1007/s11894-007-0040-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The gastrointestinal tract is the preferred route for nutritional support in hospitalized patients. Patients with a functioning gastrointestinal tract, including those with pancreatitis or inflammatory bowel disease and those receiving chemotherapy, should be fed enterally. Parenteral nutrition (PN) should be limited to patients with gastrointestinal failure, including those with short gut syndrome, high-output fistula, prolonged ileus, or bowel obstruction. PN is associated with numerous complications, most notably increased risk of serious infection. Emerging data suggest that immunologic complications of PN may result from hyperglycemia and use of n-6 polyunsaturated fatty acids. Safety may be improved with a low-calorie formula and ensuring tight glycemic control with an insulin protocol. A lipid emulsion containing fish oil, olive oil, or both should replace soybean-containing emulsions. Supplemental glutamine, 0.2 g/kg/d to 0.5 g/kg/d, has been shown to reduce the risk of infection and to improve glycemic control.
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Affiliation(s)
- Paul E Marik
- Pulmonary and Critical Care Medicine, Thomas Jefferson University, 834 Walnut Street, Suite 650, Philadelphia, PA, 19107, USA.
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Insulin therapy in the pediatric intensive care unit. Clin Nutr 2007; 26:677-90. [PMID: 17950500 DOI: 10.1016/j.clnu.2007.08.012] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2007] [Revised: 08/22/2007] [Accepted: 08/29/2007] [Indexed: 12/22/2022]
Abstract
BACKGROUND & AIMS Hyperglycemia is a major risk factor for increased morbidity and mortality in the intensive care unit. Insulin therapy has emerged in adult intensive care units and several pediatric studies are currently being conducted. This review discusses hyperglycemia and the effects of insulin on metabolic and non-metabolic pathways, with a focus on pediatric critical illness. METHODS A PubMed search was performed by using the following keywords and limits (("hyperglycemia"[MeSH terms] or ("insulin resistance"[MeSH major topic]) and ("critical care"[MeSH terms] or "critical illness"[MeSH terms])) in different combinations with ("metabolism"[MeSH terms] or "metabolic networks and pathways"[MeSH terms]) and ("outcome"[all fields]) and ("infant"[MeSH terms] or "child"[MeSH terms] or "adolescent"[MeSH terms]). Quality assessment of selected studies included clinical pertinence, publication in peer-reviewed journals, objectivity of measurements and techniques used to minimize bias. Reference lists of such studies were included. RESULTS The magnitude and duration of hyperglycemia are associated with increased morbidity and mortality in the pediatric intensive care unit (PICU), but prospective, randomized controlled studies with insulin therapy have not been published yet. Evidence concerning the mechanism and the effect of insulin on glucose and lipid metabolism in pediatric critical illness is scarce. More is known about the positive effect on protein homeostasis, especially in severely burned children. The effect in septic children is less clear and seems age dependent. Some non-metabolic properties of insulin such as the modulation of inflammation, endothelial dysfunction and coagulopathy have not been fully investigated in children. CONCLUSION Future studies on the effect of insulin on morbidity and mortality as well as on the mechanisms through which insulin exerts these effects are necessary in critically ill children. We propose these studies to be conducted under standardized conditions including precise definitions of hyperglycemia and rates of glucose intake.
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