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Modeling neuroendocrine stress reactivity in salivary cortisol: adjusting for peak latency variability

机译:唾液皮质醇中神经内分泌应激反应的模型:调整峰值潜伏期变异性

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In this report, we present growth curve modeling (GCM) with landmark registration as an alternative statistical approach for the analysis of time series cortisol data. This approach addresses an often-ignored but critical source of variability in salivary cortisol analyses: individual and group differences in the time latency of post-stress peak concentrations. It allows for the simultaneous examination of cortisol changes before and after the peak while controlling for timing differences, and thus provides additional information that can help elucidate group differences in the underlying biological processes (e. g. intensity of response, regulatory capacity). We tested whether GCM with landmark registration is more sensitive than traditional statistical approaches (e. g. repeated measures ANOVA - rANOVA) in identifying sex differences in salivary cortisol responses to a psychosocial stressor (Trier Social Stress Test -TSST) in healthy adults (mean age 23). We used plasma ACTH measures as our "standard" and show that the new approach confirms in salivary cortisol the ACTH finding that males had longer peak latencies, higher post-stress peaks but a more intense post-peak decline. This finding would have been missed if only saliva cortisol was available and only more traditional analytic methods were used. This new approach may provide neuroendocrine researchers with a highly sensitive complementary tool to examine the dynamics of the cortisol response in a way that reduces risk of false negative findings when blood samples are not feasible.
机译:在本报告中,我们提出了具有标志性注册的增长曲线建模(GCM),作为分析时间序列皮质醇数据的另一种统计方法。这种方法解决了唾液皮质醇分析中一个经常被忽略但很关键的变异性来源:压力后峰值浓度潜伏时间的个体和群体差异。它可以在检查峰时前后同时检查皮质醇变化,同时控制时间差异,从而提供了有助于阐明潜在生物学过程中基团差异的其他信息(例如反应强度,调节能力)。我们测试了具有标志性注册的GCM在确定健康成年人(平均年龄23岁)对社会心理压力源的唾液皮质醇反应中的性别差异(Trier社会压力测试-TSST)方面是否比传统的统计方法(例如重复测量ANOVA-rANOVA)更敏感。 。我们使用血浆ACTH量度作为我们的“标准”,并表明新方法在唾液皮质醇中证实了ACTH,发现男性具有更长的峰潜伏期,更高的应激后峰但在峰后下降更剧烈。如果仅唾液皮质醇可用​​并且仅使用更传统的分析方法,则将无法找到该发现。这种新方法可能为神经内分泌研究人员提供一种高度敏感的补充工具,以降低血液样本不可行时假阴性结果风险的方式来检查皮质醇反应的动力学。

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