Towards goal-directed perfusion - Part II: Temperature dependence of Q10, oxygen-demand dependence on age and weight, further clinical insights.

Background: Goal-directed perfusion (GDP) during cardiopulmonary bypass (CPB) seeks to match oxygen delivery with patient-specific metabolic demand, yet determinants of oxygen demand and dynamics of oxygen extraction ratio (OER) are not well characterised in paediatric populations. Building on our G...

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Publicado en:Perfusion Vol. 41; no. 6; pp. 947 - 957
Autores principales: Sharabiani, Mansour T. A., Mahani, Alireza S., Issitt, Richard W., Srinivasan, Yadav, Bottle, Alex, Stoica, Serban
Formato: research tables/charts Journal Article
Publicado: Sage Publications, Ltd. Sep2026
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Sep2026
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      pub: Sage Publications, Ltd.
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        atl: Towards goal-directed perfusion - Part II: Temperature dependence of Q10, oxygen-demand dependence on age and weight, further clinical insights.
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          Sharabiani, Mansour T. A.
          Mahani, Alireza S.
          Issitt, Richard W.
          Srinivasan, Yadav
          Bottle, Alex
          Stoica, Serban
        affil: School of Public Health, Imperial College, London, UK
      sug:
        subj:
          Cardiopulmonary Bypass In Infancy and Childhood
          Intraoperative Care
          Oxygen Therapy Methods
          Human
          United Kingdom
          Funding Source
          Infant
          Child, Preschool
          Child
          Oxygen Consumption
          Age Factors
          Body Weight
          Body Temperature
          Oxygen Saturation
          Hemoglobins
          Oxygenation
          Basal Metabolic Rate
          Descriptive Statistics
          Confidence Intervals
          Infant: 1-23 months
          Child, Preschool: 2-5 years
          Child: 6-12 years
      ab: Background: Goal-directed perfusion (GDP) during cardiopulmonary bypass (CPB) seeks to match oxygen delivery with patient-specific metabolic demand, yet determinants of oxygen demand and dynamics of oxygen extraction ratio (OER) are not well characterised in paediatric populations. Building on our GARIX (Global AutoRegressive Integrated model with eXogenous variables and an equilibrium force) model from Part 1, we analysed minute-level intraoperative data to derive clinical insights. Methods: GARIX integrates autoregressive memory, exogenous clinical variables (cardiac index, haemoglobin, arterial oxygen saturation, temperature), and an equilibrium component defining indexed oxygen demand (tVO2i) as a function of age, weight, and temperature. We applied GARIX to 20,443 minutes of data from 293 paediatric CPB procedures to study: (1) age- and weight-related variation in oxygen demand; (2) temperature dependence of demand, estimating local and interval Q10; (3) age-stratified OER responses to haemoglobin and other variables; and (4) time evolution of the mismatch between oxygen consumption and demand after step changes in oxygen delivery. Results: tVO2i followed a non-monotonic pattern, rising from birth to ∼3 years and declining thereafter. Metabolic demand decreased nonlinearly with temperature, with a 17% reduction from 37°C to 32°C and 39% further reduction to 27°C. Local Q10 ranged from ∼1.3 near normothermia to ∼3.8 in deep hypothermia. OER responsiveness to haemoglobin was blunted in neonates and infants compared with older children. Simulations revealed transient over- and under-oxygenation following step changes in oxygen delivery due to lags in OER adaptation. Conclusions: We identify risks of over- and under-oxygenation during CPB despite normal OER readings, challenge the use of fixed targets and constant Q10, and highlight age- and weight-dependent dynamics. These findings support individualised, time-aware perfusion strategies and lay the groundwork for model-guided decision support and control.
      pubtype: Academic Journal
      doctype:
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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