Wittels Harrison L, Wittels S Howard, Wishon Michael J, Vogl Jonathan, St Onge Paul, McDonald Samantha M, Temme Leonard A
Tiger Tech Solutions, Inc., Miami, FL 33140, USA.
Department of Anesthesiology, Mount Sinai Medical Center, Miami, FL 33140, USA.
Biology (Basel). 2024 May 14;13(5):343. doi: 10.3390/biology13050343.
Executing flight operations demand that military personnel continuously perform tasks that utilize low- and high-order cognitive functions. The autonomic nervous system (ANS) is crucial for regulating the supply of oxygen (O2) to the brain, but it is unclear how sustained cognitive loads of different complexities may affect this regulation. Therefore, in the current study, ANS responses to low and high cognitive loads in hypoxic and normoxic conditions were evaluated. The present analysis used data from a previously conducted, two-factor experimental design. Healthy subjects ( = 24) aged 19 to 45 years and located near Fort Novosel, AL, participated in the parent study. Over two, 2-h trials, subjects were exposed to hypoxic (14.0% O) and normoxic (21.0% O) air while simultaneously performing one, 15-min and one, 10-min simulation incorporating low- and high-cognitive aviation-related tasks, respectively. The tests were alternated across five, 27-min epochs; however, only epochs 2 through 4 were used in the analyses. Heart rate (HR), HR variability (HRV), and arterial O saturation were continuously measured using the Warfighter Monitor (Tiger Tech Solutions, Inc., Miami, FL, USA), a previously validated armband device equipped with electrocardiographic and pulse oximetry capabilities. Analysis of variance (ANOVA) regression models were performed to compare ANS responses between the low- and high-cognitive-load assessments under hypoxic and normoxic conditions. Pairwise comparisons corrected for familywise error were performed using Tukey's test within and between high and low cognitive loads under each environmental condition. Across epochs 2 through 4, in both the hypoxic condition and the normoxic condition, the high-cognitive-load assessment (MATB-II) elicited heightened ANS activity, reflected by increased HR (+2.4 ± 6.9 bpm) and decreased HRV (-rMSSD: -0.4 ± 2.7 ms and SDNN: -13.6 ± 14.6 ms). Conversely, low cognitive load (ADVT) induced an improvement in ANS activity, with reduced HR (-2.6 ± 6.3 bpm) and increased HRV (rMSSD: +1.8 ± 6.0 ms and SDNN: vs. +0.7 ± 6.3 ms). Similar observations were found for the normoxic condition, albeit to a lower degree. These within-group ANS responses were significantly different between high and low cognitive loads (HR: +5.0 bpm, 95% CI: 2.1, 7.9, < 0.0001; rMSSD: -2.2 ms, 95% CI: -4.2, -0.2, = 0.03; SDNN: -14.3 ms, 95% CI: -18.4, -10.1, < 0.0001) under the hypoxic condition. For normoxia, significant differences in ANS response were only observed for HR (+4.3 bpm, 95% CI: 1.2, 7.4, = 0.002). Lastly, only high cognitive loads elicited significant differences between hypoxic and normoxic conditions but just for SDNN (-13.3 ms, 95% CI, -17.5, -8.9, < 0.0001). Our study observations suggest that compared to low cognitive loads, performing high-cognitive-load tasks significantly alters ANS activity, especially under hypoxic conditions. Accounting for this response is critical, as military personnel during flight operations sustain exposure to high cognitive loads of unpredictable duration and frequency. Additionally, this is likely compounded by the increased ANS activity consequent to pre-flight activities and anticipation of combat-related outcomes.
执行飞行任务要求军事人员持续执行利用低阶和高阶认知功能的任务。自主神经系统(ANS)对于调节大脑的氧气(O₂)供应至关重要,但目前尚不清楚不同复杂程度的持续认知负荷如何影响这种调节。因此,在本研究中,评估了在缺氧和常氧条件下自主神经系统对低认知负荷和高认知负荷的反应。本分析使用了先前进行的两因素实验设计的数据。年龄在19至45岁之间、位于阿拉巴马州诺沃塞尔堡附近的24名健康受试者参与了这项母研究。在两个2小时的试验中,受试者分别暴露于缺氧(14.0% O₂)和常氧(21.0% O₂)空气中,同时分别进行一项包含低认知和高认知航空相关任务的15分钟和10分钟模拟。测试在五个27分钟的时间段内交替进行;然而,分析仅使用第2至4个时间段。使用战士监测仪(美国佛罗里达州迈阿密市Tiger Tech Solutions公司)连续测量心率(HR)、心率变异性(HRV)和动脉血氧饱和度,这是一种先前经过验证的臂带设备,具备心电图和脉搏血氧测定功能。进行方差分析(ANOVA)回归模型以比较缺氧和常氧条件下低认知负荷评估与高认知负荷评估之间的自主神经系统反应。在每种环境条件下,使用Tukey检验在高认知负荷和低认知负荷之间以及之内进行校正家族性误差的成对比较。在第2至4个时间段内,在缺氧条件和常氧条件下,高认知负荷评估(MATB-II)均引起自主神经系统活动增强,表现为心率增加(+2.4±6.9次/分钟)和心率变异性降低(rMSSD:-0.4±2.7毫秒和SDNN:-13.6±14.6毫秒)。相反,低认知负荷(ADVT)导致自主神经系统活动改善,心率降低(-2.6±6.3次/分钟)和心率变异性增加(rMSSD:+1.8±6.0毫秒和SDNN:+0.7±6.3毫秒)。在常氧条件下也发现了类似的观察结果,尽管程度较低。这些组内自主神经系统反应在高认知负荷和低认知负荷之间存在显著差异(HR:+5.0次/分钟,95% CI:2.1,7.9,P<0.0001;rMSSD:-2.2毫秒,95% CI:-4.2,-0.2,P = 0.03;SDNN:-14.3毫秒,95% CI:-18.4,-io.1,P<0.0001)在缺氧条件下。对于常氧,仅在心率方面观察到自主神经系统反应的显著差异(+4.3次/分钟,95% CI:1.2,7.4,P = 0.002)。最后,仅高认知负荷在缺氧和常氧条件之间引起显著差异,但仅针对SDNN(-13.3毫秒,95% CI,-17.5,-8.9,P<0.0001)。我们的研究观察结果表明,与低认知负荷相比,执行高认知负荷任务会显著改变自主神经系统活动,尤其是在缺氧条件下。考虑到这种反应至关重要,因为军事人员在飞行任务期间持续暴露于持续时间和频率不可预测的高认知负荷下。此外,这可能会因飞行前活动以及对战斗相关结果的预期导致的自主神经系统活动增加而加剧。