Mental Workload Alters Heart Rate Variability, Lowering Non-linear Dynamics

被引:98
作者
Delliaux, Stephane [1 ,2 ]
Delaforge, Alexis [3 ]
Deharo, Jean-Claude [1 ,4 ]
Chaumet, Guillaume [5 ]
机构
[1] Aix Marseille Univ, INSERM, INRA, C2VN, Marseille, France
[2] Hop Nord Marseille, AP HM, Serv Explorat Fonct Resp, Pole Cardiovasc & Thorac, Marseille, France
[3] Hop La Timone, AP HM, Serv Med & Sante Travail, Marseille, France
[4] Hop La Timone, AP HM, Serv Cardiol, Pole Cardiovasc & Thorac, Marseille, France
[5] AltraBio, Lyon, France
关键词
mental workload; heart rate variability; non-linear dynamics; correlation dimension; cardiovascular function; arrhythmia; JOB STRAIN; ACHIEVEMENT-MOTIVATION; TASK-DIFFICULTY; BLOOD-PRESSURE; EYE ACTIVITY; STRESS; INDEXES; DISEASE; RISK; STATE;
D O I
10.3389/fphys.2019.00565
中图分类号
Q4 [生理学];
学科分类号
071003 ;
摘要
Mental workload is known to alter cardiovascular function leading to increased cardiovascular risk. Nevertheless, there is no clear autonomic nervous system unbalance to be quantified during mental stress. We aimed to characterize the mental workload impact on the cardiovascular function with a focus on heart rate variability (HRV) non-linear indexes. A 1-h computerized switching task (letter recognition) was performed by 24 subjects while monitoring their performance (accuracy, response time), electrocardiogram and blood pressure waveform (finger volume clamp method). The HRV was evaluated from the beat-to-beat RR intervals (RRI) in time-, frequency-, and informational- domains, before (Control) and during the task. The task induced a significant mental workload (visual analog scale of fatigue from 27 +/- 26 to 50 +/- 31 mm, p < 0.001, and NASA-TLX score of 56 +/- 17). The heart rate, blood pressure and baroreflex function were unchanged, whereas most of the HRV parameters markedly decreased. The maximum decrease occurred during the first 15 min of the task (P1), before starting to return to the baseline values reached at the end of the task (P4). The RRI dimension correlation (D2) decrease was the most significant (P1 vs. Control: 1.42 +/- 0.85 vs. 2.21 +/- 0.8, p < 0.001) and only D2 lasted until the task ended (P4 vs. Control: 1.96 +/- 0.9 vs. 2.21 +/- 0.9, p < 0.05). D2 was identified as the most robust cardiovascular variable impacted by the mental workload as determined by posterior predictive simulations (p = 0.9). The Spearman correlation matrix highlighted that D2 could be a marker of the generated frustration (R = -0.61, p < 0.01) induced by a mental task, as well as the myocardial oxygen consumption changes assessed by the double product (R = -0.53, p < 0.05). In conclusion, we showed that mental workload sharply lowered the non-linear RRI dynamics, particularly the RRI correlation dimension.
引用
收藏
页数:14
相关论文
共 78 条
[1]  
Acharya R.U., 2002, Rev. Eur. Technol. Biomed, V23, P333, DOI DOI 10.1016/S1297-9562(02)90002-1
[2]   Takotsubo Cardiomyopathy A New Form of Acute, Reversible Heart Failure [J].
Akashi, Yoshihiro J. ;
Goldstein, David S. ;
Barbaro, Giuseppe ;
Ueyama, Takashi .
CIRCULATION, 2008, 118 (25) :2754-2762
[3]   POWER SPECTRUM ANALYSIS OF HEART-RATE FLUCTUATION - A QUANTITATIVE PROBE OF BEAT-TO-BEAT CARDIOVASCULAR CONTROL [J].
AKSELROD, S ;
GORDON, D ;
UBEL, FA ;
SHANNON, DC ;
BARGER, AC ;
COHEN, RJ .
SCIENCE, 1981, 213 (4504) :220-222
[4]   Fitting Linear Mixed-Effects Models Using lme4 [J].
Bates, Douglas ;
Maechler, Martin ;
Bolker, Benjamin M. ;
Walker, Steven C. .
JOURNAL OF STATISTICAL SOFTWARE, 2015, 67 (01) :1-48
[5]   New method to measure and improve consistency of baroreflex sensitivity values [J].
Bernardi, Luciano ;
De Barbieri, Giacomo ;
Rosengard-Barlund, Milla ;
Makinen, Ville-Petteri ;
Porta, Cesare ;
Groop, Per-Henrik .
CLINICAL AUTONOMIC RESEARCH, 2010, 20 (06) :353-361
[6]   Heart rate variability - a historical perspective [J].
Billman, George E. .
FRONTIERS IN PHYSIOLOGY, 2011, 2
[7]   Low job control and risk of coronary heart disease in Whitehall II (prospective cohort) study [J].
Bosma, H ;
Marmot, MG ;
Hemingway, H ;
Nicholson, AC ;
Brunner, E ;
Stansfeld, SA .
BMJ-BRITISH MEDICAL JOURNAL, 1997, 314 (7080) :558-565
[8]  
Camm AJ, 1996, CIRCULATION, V93, P1043
[9]   The effects of achievement motivation, task difficulty, and goal difficulty on physiological, behavioral, and subjective effort [J].
Capa, Remi L. ;
Audiffren, Michel ;
Ragot, Stephanie .
PSYCHOPHYSIOLOGY, 2008, 45 (05) :859-868
[10]   The interactive effect of achievement motivation and task difficulty on mental effort [J].
Capa, Remi L. ;
Audiffren, Michel ;
Ragot, Stephanie .
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2008, 70 (02) :144-150