Uyttendaele Vincent, Chase J Geoffrey, Knopp Jennifer L, Gottlieb Rebecca, Shaw Geoffrey M, Desaive Thomas
GIGA-In silico Medicine,, University of Liège, Allée du 6 Août 19, Bât. B5a, 4000, Liège, Belgium.
Department of Mechanical Engineering, University of Canterbury, Private Bag 4800, Christchurch, New Zealand.
Ann Intensive Care. 2021 Jan 21;11(1):12. doi: 10.1186/s13613-021-00807-7.
Glycaemic control (GC) in intensive care unit is challenging due to significant inter- and intra-patient variability, leading to increased risk of hypoglycaemia. Recent work showed higher insulin resistance in female preterm neonates. This study aims to determine if there are differences in inter- and intra-patient metabolic variability between sexes in adults, to gain in insight into any differences in metabolic response to injury. Any significant difference would suggest GC and randomised trial design should consider sex differences to personalise care.
Insulin sensitivity (SI) levels and variability are identified from retrospective clinical data for men and women. Data are divided using 6-h blocks to capture metabolic evolution over time. In total, 91 male and 54 female patient GC episodes of minimum 24 h are analysed. Hypothesis testing is used to determine whether differences are significant (P < 0.05), and equivalence testing is used to assess whether these differences can be considered equivalent at a clinical level. Data are assessed for the raw cohort and in 100 Monte Carlo simulations analyses where the number of men and women are equal.
Demographic data between females and males were all similar, including GC outcomes (safety from hypoglycaemia and high (> 50%) time in target band). Females had consistently significantly lower SI levels than males, and this difference was not clinically equivalent. However, metabolic variability between sexes was never significantly different and always clinically equivalent. Thus, inter-patient variability was significantly different between males and females, but intra-patient variability was equivalent.
Given equivalent intra-patient variability and significantly greater insulin resistance, females can receive the same benefit from safe, effective GC as males, but may require higher insulin doses to achieve the same glycaemia. Clinical trials should consider sex differences in protocol design and outcome analyses.
由于患者之间和患者内部存在显著差异,重症监护病房的血糖控制颇具挑战,这会导致低血糖风险增加。近期研究表明,女性早产新生儿的胰岛素抵抗较高。本研究旨在确定成年男女在患者间和患者内代谢变异性方面是否存在差异,以深入了解代谢对损伤反应的差异。任何显著差异都表明血糖控制和随机试验设计应考虑性别差异,实现个性化护理。
从男性和女性的回顾性临床数据中确定胰岛素敏感性(SI)水平及变异性。数据按6小时时间段划分,以捕捉随时间的代谢变化。总共分析了91例男性和54例女性患者至少24小时的血糖控制情况。采用假设检验确定差异是否显著(P<0.05),并采用等效性检验评估这些差异在临床层面是否可视为等效。对原始队列以及男性和女性数量相等的100次蒙特卡洛模拟分析中的数据进行评估。
女性和男性的人口统计学数据均相似,包括血糖控制结果(低血糖安全性和目标范围内的高(>50%)时间)。女性的SI水平始终显著低于男性,且这种差异在临床上并非等效。然而,两性之间的代谢变异性从未显著不同,且在临床上始终等效。因此,患者间变异性在男性和女性之间存在显著差异,但患者内变异性是等效的。
鉴于患者内变异性等效且胰岛素抵抗显著更高,女性与男性一样能从安全、有效的血糖控制中获得相同益处,但可能需要更高的胰岛素剂量才能达到相同的血糖水平。临床试验应在方案设计和结果分析中考虑性别差异。