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Winderlich J, Brown G, Udy AA, Ridley EJ. Critical Care Nutrition for Children - Where are we now? Crit Care Clin 2025; 41:345-361. [PMID: 40021284 DOI: 10.1016/j.ccc.2024.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2025]
Abstract
In this review, we outline key practical components of the nutritional management of critically-ill children in the context of the current peer reviewed literature and identify vital knowledge gaps for further investigation. Emerging areas of research are discussed, including skeletal muscle ultrasonography for measurement of skeletal muscle, and the potential future role of pre- and probiotics.
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Affiliation(s)
- Jacinta Winderlich
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Department of Nutrition and Dietetics, Monash Children's Hospital, Melbourne, VIC, Australia; Paediatric Intensive Care Unit, Monash Children's Hospital, Melbourne, VIC, Australia.
| | - Georgia Brown
- Paediatric Intensive Care Unit, The Royal Children's Hospital, Melbourne, VIC, Australia; Murdoch Children's Research Institute, Melbourne, VIC, Australia; Department of Critical Care, The University of Melbourne, Melbourne, VIC, Australia
| | - Andrew A Udy
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Department of Intensive Care and Hyperbaric Medicine, The Alfred, Melbourne, VIC, Australia
| | - Emma J Ridley
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; Department of Dietetics and Nutrition, Alfred Health, Melbourne, VIC, Australia
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Huang X, Chen J, Liu P. Assessing chemical exposure risk in breastfeeding infants: An explainable machine learning model for human milk transfer prediction. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2025; 289:117707. [PMID: 39799920 DOI: 10.1016/j.ecoenv.2025.117707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 12/28/2024] [Accepted: 01/07/2025] [Indexed: 01/15/2025]
Abstract
Breast milk is essential for infant health, but the transfer of xenobiotic chemicals poses significant risks. Ethical challenges in clinical trials necessitate the use of in vitro predictive models to assess chemical exposure risks in breastfeeding infants. This study introduces an explainable machine learning model to predict the risk of chemical transfer through human milk. Our novel framework integrates ensemble resampling methods with advanced feature selection techniques, addressing data imbalance and enhancing predictive accuracy. The balanced random forest classifier, optimized using the genetic algorithm for feature selection, achieved an area under the receiver operating characteristic curve (AUC) of 0.8708 and an accuracy of 82.67 % on the internal test set, with an accuracy of 86.36 % on the external validation set. The integration of the SHapley Additive exPlanations approach provided deeper insights by revealing how specific chemical properties influence the transfer of high-risk compounds into breast milk. This enhanced interpretability offers a clearer understanding of the associated risks and informs strategies for their mitigation. Structural alert analysis further identified molecular fragments linked to high-risk chemicals, enabling targeted risk assessments. Additionally, the model was applied to evaluate the transfer risks of FDA-approved drugs from 2019 to 2024, identifying several with high transfer probabilities. To broaden its application, we developed an online prediction tool that offers real-time risk assessments, providing an accessible resource for healthcare professionals and researchers. These contributions present a robust, ethically sound tool for assessing chemical exposure risks in breastfeeding infants, supporting informed decisions on drug use and environmental contaminant exposure.
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Affiliation(s)
- Xiaojie Huang
- Department of Pharmacy, Jieyang People's Hospital, Jieyang, China.
| | - Jiajia Chen
- Department of Pharmacy, Jieyang People's Hospital, Jieyang, China
| | - Peineng Liu
- Department of Pharmacy, Jieyang People's Hospital, Jieyang, China
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Winderlich J, Little B, Oberender F, Bollard T, Farrell T, Jenkins S, Landorf E, McCall A, Menzies J, O'Brien K, Rowe C, Sim K, van der Wilk M, Woodgate J, Paul E, Udy AA, Ridley EJ. Characteristics of enteral and oral nutrition support among infants and young children in the pediatric intensive care unit: A descriptive cohort study. JPEN J Parenter Enteral Nutr 2024; 48:803-809. [PMID: 39037417 DOI: 10.1002/jpen.2672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 06/12/2024] [Accepted: 06/20/2024] [Indexed: 07/23/2024]
Abstract
BACKGROUND Children who are critically ill are often reliant on enteral and oral nutrition support. However, there is limited evidence to guide "what" to prescribe, and current practice is unknown. The primary objective of this study was to describe enteral nutrition prescription in children ≤2 years of age in the pediatric intensive care unit (PICU). The secondary objectives were to describe oral nutrition support practices and factors associated with the use of increased energy and protein density nutrition support. METHODS Children ≤2 years of age admitted to participating PICUs over a 2-week period in June 2021 were enrolled. Data were collected on PICU admission days 1 to 7, 14, 21, and 28 on the mode of nutrition, enteral and oral nutrition support prescription, and dietitian intervention. RESULTS Eighty-four children were included (49 [58%] male; 79 [94%] ≤1 year of age). Enteral nutrition was administered to 79 (94%) children (with expressed breast milk in 45 [57%]). Forty-three children received formula as enteral nutrition. Increased energy and protein density formulas were provided to 14 (33%) children enterally, with concentrated standard infant formula powder being the most common (5 [12%]). Among children offered oral intake (22; 26%), three (14%) received oral nutrition support. Children who received increased energy and protein density enteral nutrition were more likely to receive dietitian intervention (P = 0.002). CONCLUSION In children ≤2 years of age admitted to PICU, expressed breast milk was provided to half of those requiring enteral nutrition and oral nutrition support prescription was infrequent. One third of children receiving formula via enteral nutrition received an increased energy and protein density feed, and this was strongly associated with dietitian intervention.
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Affiliation(s)
- Jacinta Winderlich
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Paediatric Intensive Care Unit, Monash Children's Hospital, Melbourne, Victoria, Australia
- Nutrition and Dietetics, Monash Children's Hospital, Melbourne, Victoria, Australia
| | - Bridget Little
- Starship Child Health, Auckland City Hospital, Auckland, New Zealand
| | - Felix Oberender
- Paediatric Intensive Care Unit, Monash Children's Hospital, Melbourne, Victoria, Australia
- Department of Paediatrics, School of Clinical Sciences, Monash University, Melbourne, Victoria, Australia
| | - Tessa Bollard
- Nutrition and Dietetics, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - Tamara Farrell
- Nutrition and Dietetics Department, Perth Children's Hospital, Perth, Western Australia, Australia
| | - Samantha Jenkins
- Nutrition and Dietetics, John Hunter Children's Hospital, New Lambton Heights, New South Wales, Australia
| | - Emma Landorf
- Nutrition Department, Women's and Children's Hospital, Adelaide, South Australia, Australia
| | - Andrea McCall
- Nutrition Department, Women's and Children's Hospital, Adelaide, South Australia, Australia
| | - Jessica Menzies
- Nutrition and Dietetics, Sydney Children's Hospital, Randwick, New South Wales, Australia
| | - Katie O'Brien
- Department of Nutrition & Food Services, The Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Carla Rowe
- Nutrition and Dietetics, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Kirsten Sim
- Nutrition and Dietetics, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Melanie van der Wilk
- Nutrition and Dietetics Department, Perth Children's Hospital, Perth, Western Australia, Australia
| | - Jemma Woodgate
- Department of Dietetics & Food Services, Queensland Children's Hospital, Brisbane, Queensland, Australia
| | - Eldho Paul
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Andrew A Udy
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Department of Intensive Care and Hyperbaric Medicine, The Alfred, Melbourne, Victoria, Australia
| | - Emma J Ridley
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Dietetics and Nutrition, Alfred Health, Melbourne, Victoria, Australia
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Blomqvist YT, Olsson E. Experiences of breast milk donors in Sweden: balancing the motivation to do something good with overcoming the challenges it entails. Int Breastfeed J 2024; 19:60. [PMID: 39217315 PMCID: PMC11365258 DOI: 10.1186/s13006-024-00668-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 08/24/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Infants requiring neonatal care often face initial breastfeeding challenges, leading them to receive expressed breast milk from their mother or donor milk. While emphasizing the mother's own milk as the gold standard for infant nutrition, the utilization of donor milk stands as the preferred alternative over infant formula due to its numerous benefits. To facilitate the provision of donor milk to preterm and ill infants in neonatal units, the active participation of women willing to contribute their breast milk is crucial. This study aims to enhance the understanding of women's experiences in the donation process, thereby contributing to efforts aiming at alleviating the shortage of donated breast milk by improve the care and support for breast milk donors. METHODS This descriptive qualitative study took an inductive approach based on individual semi-structured interviews conducted during 2021 with 15 breast milk donors in Sweden. The data were analysed with thematic analysis. RESULTS Two themes were identified in the analysis: motivation to donate and challenges to overcome. Many of the women struggled to overcome the apparent challenges of not only starting the process of donating breast milk but also maintaining it. Despite the strain, they were motivated to donate their breast milk and seeking information by themselves to do something important for someone else. Only a few of the women talked about the financial benefits of donating breast milk; donating seemed to be mostly based on altruistic reasons. CONCLUSIONS Despite the challenges posed by COVID-19 restrictions, time consumption, and the hard work of sterilizing pump utensils, women continued to donate their milk driven by altruism. To enhance donor support and increase milk donation, several improvements are suggested: providing comprehensive information and resources, simplifying the donation process, offering flexible scheduling, and recognizing donors' contributions.
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Affiliation(s)
- Ylva Thernström Blomqvist
- Neonatal Intensive Care Unit, University Children's Hospital, Uppsala, Sweden.
- Department of Women's and Children's Health, Uppsala University, Uppsala, 751 85, Sweden.
| | - Emma Olsson
- Department of Pediatrics, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
- Faculty of Medicine and Health, School of Health Sciences, Örebro University, Örebro, Sweden
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De Rose DU, Lapillonne A, Iacobelli S, Capolupo I, Dotta A, Salvatori G. Nutritional Strategies for Preterm Neonates and Preterm Neonates Undergoing Surgery: New Insights for Practice and Wrong Beliefs to Uproot. Nutrients 2024; 16:1719. [PMID: 38892652 PMCID: PMC11174646 DOI: 10.3390/nu16111719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 05/22/2024] [Accepted: 05/30/2024] [Indexed: 06/21/2024] Open
Abstract
The nutrition of preterm infants remains contaminated by wrong beliefs that reflect inexactitudes and perpetuate old practices. In this narrative review, we report current evidence in preterm neonates and in preterm neonates undergoing surgery. Convictions that necrotizing enterocolitis is reduced by the delay in introducing enteral feeding, a slow advancement in enteral feeds, and the systematic control of residual gastric volumes, should be abandoned. On the contrary, these practices prolong the time to reach full enteral feeding. The length of parenteral nutrition should be as short as possible to reduce the infectious risk. Intrauterine growth restriction, hemodynamic and respiratory instability, and patent ductus arteriosus should be considered in advancing enteral feeds, but they must not translate into prolonged fasting, which can be equally dangerous. Clinicians should also keep in mind the risk of refeeding syndrome in case of high amino acid intake and inadequate electrolyte supply, closely monitoring them. Conversely, when preterm infants undergo surgery, nutritional strategies are still based on retrospective studies and opinions rather than on randomized controlled trials. Finally, this review also highlights how the use of adequately fortified human milk is strongly recommended, as it offers unique benefits for immune and gastrointestinal health and neurodevelopmental outcomes.
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Affiliation(s)
- Domenico Umberto De Rose
- Neonatal Intensive Care Unit, “Bambino Gesù” Children’s Hospital IRCCS, 00165 Rome, Italy; (I.C.); (A.D.); (G.S.)
- PhD Course in Microbiology, Immunology, Infectious Diseases, and Transplants (MIMIT), Faculty of Medicine and Surgery, “Tor Vergata” University of Rome, 00133 Rome, Italy
| | - Alexandre Lapillonne
- Department of Neonatology, APHP, Necker-Enfants Malades University Hospital, EHU 7328 Paris Cite University Paris, 75015 Paris, France;
- Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX 77024, USA
| | - Silvia Iacobelli
- Réanimation Néonatale et Pédiatrique, Centre Hospitalier Universitaire Saint-Pierre, BP 350, 97448 Saint Pierre CEDEX, France;
- Centre d’Études Périnatales de l’Océan Indien (UR 7388), Université de La Réunion, BP 350, 97448 Saint Pierre CEDEX, France
| | - Irma Capolupo
- Neonatal Intensive Care Unit, “Bambino Gesù” Children’s Hospital IRCCS, 00165 Rome, Italy; (I.C.); (A.D.); (G.S.)
| | - Andrea Dotta
- Neonatal Intensive Care Unit, “Bambino Gesù” Children’s Hospital IRCCS, 00165 Rome, Italy; (I.C.); (A.D.); (G.S.)
| | - Guglielmo Salvatori
- Neonatal Intensive Care Unit, “Bambino Gesù” Children’s Hospital IRCCS, 00165 Rome, Italy; (I.C.); (A.D.); (G.S.)
- Donor Human Milk Bank, “Bambino Gesù” Children’s Hospital IRCCS, 00165 Rome, Italy
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Suwaydi MA, Lai CT, Gridneva Z, Perrella SL, Wlodek ME, Geddes DT. Sampling Procedures for Estimating the Infant Intake of Human Milk Leptin, Adiponectin, Insulin, Glucose, and Total Lipid. Nutrients 2024; 16:331. [PMID: 38337616 PMCID: PMC10857176 DOI: 10.3390/nu16030331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 01/17/2024] [Accepted: 01/20/2024] [Indexed: 02/12/2024] Open
Abstract
Limited attention is given to the efficacy of protocols for the estimation of infant intake of milk components when investigating their impact on infant outcomes. We compared the actual measured intake of human milk components with estimations derived from 15 protocols to determine the most reliable approach for estimating intake of HM leptin, adiponectin, insulin, glucose, and total lipid. Twenty mothers who were 3-5 months postpartum completed a 24 h milk profile study with pre-/post-feed milk samples collection. The true infant intake (control group) based on 24 h milk intake (MI) was compared to estimated infant intakes using concentrations from five sampling protocols that were multiplied by one of true infant MI, considered mean MI (800 mL), or global mean MI (766 mL). The mean measured concentrations of six samples (three sets of pre- and post-feed samples, from morning (06:00-09:00), afternoon (13:00-16:00), and evening (19:00-22:00)) multiplied by the true infant MI, mean considered MI, and global mean MI produced the most accurate estimates of infant intake of these components. Therefore, in the absence of 24 h measurements and sampling, a sampling protocol comprising three sets of pre-/post-feed samples provides the most reliable infant intake estimates of HM leptin, adiponectin, insulin, glucose, and total lipid.
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Affiliation(s)
- Majed A. Suwaydi
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia or (M.A.S.); (C.T.L.); (Z.G.); (S.L.P.); (M.E.W.)
- School of Applied Medical Sciences, Jazan University, Jazan 45142, Saudi Arabia
- ABREAST Network, Perth, WA 6000, Australia
- UWA Centre for Human Lactation Research and Translation, Crawley, WA 6009, Australia
| | - Ching Tat Lai
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia or (M.A.S.); (C.T.L.); (Z.G.); (S.L.P.); (M.E.W.)
- ABREAST Network, Perth, WA 6000, Australia
- UWA Centre for Human Lactation Research and Translation, Crawley, WA 6009, Australia
| | - Zoya Gridneva
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia or (M.A.S.); (C.T.L.); (Z.G.); (S.L.P.); (M.E.W.)
- ABREAST Network, Perth, WA 6000, Australia
- UWA Centre for Human Lactation Research and Translation, Crawley, WA 6009, Australia
| | - Sharon L. Perrella
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia or (M.A.S.); (C.T.L.); (Z.G.); (S.L.P.); (M.E.W.)
- ABREAST Network, Perth, WA 6000, Australia
- UWA Centre for Human Lactation Research and Translation, Crawley, WA 6009, Australia
| | - Mary E. Wlodek
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia or (M.A.S.); (C.T.L.); (Z.G.); (S.L.P.); (M.E.W.)
- Department of Obstetrics and Gynaecology, The University of Melbourne, Melbourne, VIC 3010, Australia
| | - Donna T. Geddes
- School of Molecular Sciences, The University of Western Australia, Crawley, WA 6009, Australia or (M.A.S.); (C.T.L.); (Z.G.); (S.L.P.); (M.E.W.)
- ABREAST Network, Perth, WA 6000, Australia
- UWA Centre for Human Lactation Research and Translation, Crawley, WA 6009, Australia
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