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    Brain mass estimation by head circumference and body mass methods in neonatal glycaemic modelling and control (2014)

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    Type of Content
    Journal Article
    UC Permalink
    http://hdl.handle.net/10092/13552
    
    Publisher's DOI/URI
    https://doi.org/10.1016/j.cmpb.2014.03.006
    
    Publisher
    ELSEVIER IRELAND LTD
    ISSN
    0169-2607
    1872-7565
    Language
    English
    Collections
    • Engineering: Journal Articles [1535]
    Authors
    Gunn CA
    Dickson JL
    Pretty CG
    Alsweiler JM
    Lynn A
    Shaw, Geoff cc
    Chase, Geoff cc
    show all
    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. © 2014 Elsevier Ireland Ltd.

    Citation
    Gunn CA, Dickson JL, Pretty CG, Alsweiler JM, Lynn A, Shaw GM, Chase JG (2014). Brain mass estimation by head circumference and body mass methods in neonatal glycaemic modelling and control. Computer Methods and Programs in Biomedicine. 115(2). 47-54.
    This citation is automatically generated and may be unreliable. Use as a guide only.
    ANZSRC Fields of Research
    32 - Biomedical and clinical sciences::3215 - Reproductive medicine::321501 - Foetal development and medicine
    32 - Biomedical and clinical sciences::3202 - Clinical sciences::320208 - Endocrinology

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