Aittokallio Jenni, Polo Olli, Hiissa Jukka, Virkki Arho, Toikka Jyri, Raitakari Olli, Saaresranta Tarja, Aittokallio Tero
Sleep Research Unit, University of Turku, Dentalia, Lemminkäisenkatu 2, FI-20520 Turku, Finland.
Exp Physiol. 2008 Jul;93(7):880-91. doi: 10.1113/expphysiol.2007.041277. Epub 2008 Feb 22.
While there are a number of studies demonstrating association between arterial oxyhaemoglobin saturation events during sleep and markers of vascular impairment, the contribution of peripheral carbon dioxide to the development of atherosclerosis is poorly understood. We used ultrasound imaging to measure carotid artery intima-media thickness (IMT), as well as flow-mediated dilatation (FMD) and nitroglycerin-mediated dilatation (NMD) of brachial artery, in 103 generally healthy 46-year-old (+/-2 years) women. Characteristic event patterns were extracted from their overnight recordings of arterial oxyhaemoglobin saturation , end-tidal partial pressure of carbon dioxide and transcutaneous partial pressure of carbon dioxide . Importance of the event patterns was evaluated through predictive modelling of classes of the ultrasound measurements while controlling for potential confounders. Prediction accuracy was assessed with cross-validation and reported as the area under the receiver operating characteristic curve (AUC). Overnight patterns predicted each of the ultrasound measurements with high accuracy (IMT, AUC = 0.70; FMD, AUC = 0.75; and NMD, AUC = 0.81; all with P < 0.001). Adding the or patterns into the models did not significantly increase their predictive powers (AUC = 0.72, AUC = 0.77 and AUC = 0.83, respectively). The most important patterns reflected overnight variability in . These results suggest a novel link between overnight carbon dioxide events and early signs of vascular impairment in middle-aged women. Non-invasive measurements combined with non-linear modelling techniques could be used to reveal potential markers of vascular impairment present in relatively healthy subjects.
虽然有多项研究表明睡眠期间动脉血氧血红蛋白饱和度事件与血管损伤标志物之间存在关联,但外周二氧化碳对动脉粥样硬化发展的作用却知之甚少。我们对103名一般健康的46岁(±2岁)女性,使用超声成像测量颈动脉内膜中层厚度(IMT),以及肱动脉的血流介导的扩张(FMD)和硝酸甘油介导的扩张(NMD)。从她们夜间的动脉血氧血红蛋白饱和度、呼气末二氧化碳分压和经皮二氧化碳分压记录中提取特征事件模式。在控制潜在混杂因素的同时,通过对超声测量类别进行预测建模来评估事件模式的重要性。通过交叉验证评估预测准确性,并报告为受试者操作特征曲线(AUC)下的面积。夜间模式对每项超声测量的预测准确率都很高(IMT,AUC = 0.70;FMD,AUC = 0.75;NMD,AUC = 0.81;所有P < 0.001)。将或模式添加到模型中并没有显著提高其预测能力(分别为AUC = 0.72、AUC = 0.77和AUC = 0.83)。最重要的模式反映了夜间的变异性。这些结果表明中年女性夜间二氧化碳事件与血管损伤早期迹象之间存在新的联系。非侵入性测量与非线性建模技术相结合可用于揭示相对健康受试者中存在的血管损伤潜在标志物。