| Literature DB >> 29486547 |
Hye-Geum Kim1, Eun-Jin Cheon2, Dai-Seg Bai3, Young Hwan Lee2, Bon-Hoon Koo1.
Abstract
OBJECTIVE: Physical or mental imbalance caused by harmful stimuli can induce stress to maintain homeostasis. During chronic stress, the sympathetic nervous system is hyperactivated, causing physical, psychological, and behavioral abnormalities. At present, there is no accepted standard for stress evaluation. This review aimed to survey studies providing a rationale for selecting heart rate variability (HRV) as a psychological stress indicator.Entities:
Keywords: Autonomic nervous system; Heart rate variability; Stress
Year: 2018 PMID: 29486547 PMCID: PMC5900369 DOI: 10.30773/pi.2017.08.17
Source DB: PubMed Journal: Psychiatry Investig ISSN: 1738-3684 Impact factor: 2.505
Figure 1.Flow chart of study selection in the meta-analysis. HRV: heart rate variability.
Heart rate variability (HRV) time-domain measures [15]
| Variable | Units | Description |
|---|---|---|
| Statistical measures | ||
| SDNN | ms | Standard deviation of all NN intervals |
| SDANN | ms | Standard deviation of the averages of NN intervals in all 5-minute segments of the entire recording |
| RMSSD | ms | The square root of the mean of the sum of the squares of differences between adjacent NN intervals |
| SDNN index | ms | Mean of the standard deviations of all NN intervals for all 5-minute segments of the entire recording |
| SDSD | ms | Standard deviation of differences between adjacent NN intervals |
| NN50 count | Number of pairs of adjacent NN intervals differing by more than 50 ms in the entire recording; three variants are possible counting all such NN intervals pairs or only pairs in which the first or the second interval is longer | |
| pNN50 | % | NN50 count divided by the total number of all NN intervals |
| Geometric measures | ||
| HRV triangular index | Total number of all NN intervals divided by the height of the histogram of all NN intervals measured on a discrete scale with bins of 7.8125 ms (1/128 seconds) | |
| TINN | ms | Baseline width of the minimum square difference triangular interpolation of the highest peak of the histogram of all NN intervals |
| Differential index | ms | Difference between the widths of the histogram of differences between adjacent NN intervals measured at selected heights (e.g., at the levels of 1,000 and 10,000 samples) |
| Logarithmic index | Coefficient φ of the negative exponential curve k · e−φt, which is the best approximation of the histogram of absolute differences between adjacent NN intervals |
NN: normal-to-normal
Heart rate variability (HRV) frequency-domain measures [15]
| Variable | Units | Description | Frequency range |
|---|---|---|---|
| Analysis of short-term recordings (5 min) | |||
| 5-min total power | ms2 | The variance of NN intervals over the temporal segment | ≈≤0.4 Hz |
| VLF | ms2 | Power in VLF range | ≤0.04 Hz |
| LF | ms2 | Power in LF range | 0.04–0.15 Hz |
| LF norm | nu | LF power in normalized units LF/(total power-VLF)×100 | |
| HF | ms2 | Power in HF range | 0.15–0.4 Hz |
| HF norm | nu | HF power in normalized units HF/(total power-VLF)×100 | |
| LF/HF | Ratio LF (ms2)/HF (ms2) | ||
| Analysis of entire 24 hours | |||
| Total power | Variance of all NN intervals | ≈≤0.4 Hz | |
| ULF | Power in the ULF range | ≤0.003 Hz | |
| LF | Power in the VLF range | 0.003–0.04 Hz | |
| VLE | Power in the LF range | 0.04–0.15 Hz | |
| HF | Power in the HF range | 0.15–0.4 Hz | |
| α | Slope of the linear interpolation of the spectrum in a log-log scale | ≈≤0.04 Hz | |
VLF: very low frequency band, LF: low-frequency band, HF: high-frequency band, ULF: ultra low frequency band
Studies of HRV reactivity to psychological stressors in healthy human participants
| Authors | Year | N | Age (mean±SD, range) | Stress evaluation | HRV measures | Major findings | Significantly changed HRV measures | |
|---|---|---|---|---|---|---|---|---|
| Kageyama et al. [ | 1998 | 223 | 30.8±5.4 (21-42) | Questionnaire survey (perceived job stressors) | Short-term | None of the HRV parameters were correlated to any of five job stressor scores. | None | |
| HF, LF, LF/HF | ||||||||
| Kaegi et al. [ | 1999 | 17 | Medical residents | Scenario simulating a medical emergency | 24 hr continious | HR significantly increased during mental stress. | HR, LF, HF, LF/HF | |
| HR, LF, HF, LF/HF | ||||||||
| Delaney et al. [ | 2000 | 30 (14M, 16F) | 34.4±8.7 (18-56) in male | Stroop Word Color Conflict Test (to produce psychological strain) | Short-term | Simple, cost-effective method of analysing HRV is suitable for detection of shortterm changes in sympathovagal balance. | HR, pNN50, TP, LF, HF, LFnu, HFnu, LF/HF | |
| 30.9±3.9 (25-36) in female | HR, pNN50, TP, VLF, LF, HF, LFnu, HFnu, LF/HF | |||||||
| Vrijkotte et al. [ | 2000 | 109 | 47.2± 5.3 (35-55) | Monitored HRV on 2 workdays and 1 nonworkday | 24 hr continious | The detrimental effects of work stress are partly mediated by increased HRV to a stressful workday, and lower vagal tone. | HR, RMSSD | |
| HR, RMSSD | ||||||||
| Dishman et al. [ | 2000 | 92 (52M40F) | Self-ratings of trait anxiety and perceived emotional stress | Short-term | This indicates a lower cardiac vagal component of HRV among men and women who perceived more stress. | HF | ||
| LF, HF | ||||||||
| Lucini et al. [ | 2002 | 30 | 22±1 | 30 to 60 minutes before an university examination | Short-term | Mild real-life stress increases arterial pressure and impairs cardiovascular homeostasis. | RR, LF, HF, HFnu, LF/HF, | |
| RR, RR variance, LFnu, HFnu, LF/HF | ||||||||
| Hjortskov et al. [ | 2004 | 12 female | 23.7±4.8 | Computer-work-related mental stressors (either added to or removed from a standardized computer work session in the laboratory) | Short-term | Reduction in the HF and an increase in the LF/HF were observed in the stress situation compared to the control session. | HF, LF/HF | |
| LF, HF, LF/HF | ||||||||
| Kang et al. [ | 2004 | 169 male | Aged over 40 | Job Contect Questionnaire | Short-term | SDNN was significantly lower in the high strain group than in the low strain group. However, they could not find a significant association in LF/HF ratio. | SDNN | |
| SDNN, RMSSD, LF, HF, VLF, LF/HF | ||||||||
| Hintsanen et al. [ | 2007 | 406M, 457F | Mean age 32.3 | Effort-reward imbalance (ERI) questionnaire | Short-term | Higher effort-reward imbalance was associated with lower HRV, and lower reward was associated with higher HR among women, not men. | HR, RMSSD, pNN50 | |
| HR, RMSSD, pNN, HF, LF/HF | ||||||||
| Orsila et al. [ | 2008 | 30 (15M, 15F) | 40±8.8 (24-62) | Perceived mental stress during the workday | Wristop continious | Highest correlation between perceived mental stress with the differences between the values of TINN and the RMSSD obtained in the morning and during the workday. | TINN, RMSSD, SD1 | |
| MeanHR, MeanRR, RMSSD, TINN, LF, HF, LF/HF, SD1, SD2 | ||||||||
| Chandola et al. [ | 2008 | 10, 308 (3413M, 6895F) | Range 35-55 | Job-strain questionnaire (Self-reported work stress) | Short-term | There was an association between work stress and low HRV for participants at all ages. | LF. HF, SDNN | |
| RR, LF, HF, SDNN, | ||||||||
| Filaire et al. [ | 2010 | 52 (26M, 26F) | 46.2±5.8 in male, 37.2±3.0 in female | State-trait anxiety inventory The perceived stress scale (before and after the lecture) | Short-term | A reduction in the HF and HFnu component of HRV and an increase in the LH/HF ratio were observed at the end of the lecture. | HR, pNN50, RMSSD, HF, HFnu, LF/HF | |
| HR, pNN50, SDNN, PMSSD, TP, LF, LFnu, HF, HFnu, LF/HF | ||||||||
| Lampert et al. [ | 2011 | 163 | Mean age 30 | Cumulative stress/ adversity checklist | 24 hr continious | The odds of having low ULF for those in the higher total stress, chronic stressors, and adverse life events groups were 2.2, 1.9, and 2.1 respectively. | ULF, VLF, LF | |
| ULF, VLF, LF, HF | ||||||||
| Taelman et al. [ | 2011 | 28 | 22±1.96 (19-26) | Mental task (part 1 of the home version of the MENS A test) | Short-term | HRV is sensitive to any change in mental or physical state. They were able to distinguish between rest, physical and mental condition by combining different H RVchar acteristics. | HF, LF, LF/HF, fHF | |
| HF, LF, LF/HF, fHF | ||||||||
| Uusitalo et al. [ | 2011 | 19 (1M, 18F) | Mean age 42 (24-57) | Effort-reward imbalance (ERI) questionnaire | 36 hr continious | Daytime HRV correlated significantly and negatively with daytime stress feelings on both days. | RMSDD, LF | |
| RMSDD, HF, LF, | ||||||||
| Clays et al. [ | 2011 | 653 male | Range 40-55 | Job Stress Questionnaire (JSQ) | 24 hr continious | The work stressor index was significantly associated with lower pNN50, lower HF power and a higher ratio of LF/HF power. | HR, pNN50, HF LF/HF | |
| HR, pNN50, SDNN, LF, HF LF/HF | ||||||||
| Michels et al. [ | 2013 | 334 (51.2% boys) | Range 5-10 | Self-reported chronic stress aspects (events, emotions and problems) | Short-term | Low HRV (lower parasympathetic activity) might serve as stress indicator in children. | RMSSD, LF/HF, HF | |
| RMSSD, pNN50, LF, HF, LFnu, HFnu LF/HF | ||||||||
| Vargas-Luna et al. [ | 2013 | 57 female | 48.19±5.98 (40-60) | Stroop test, 3 min | Short-term | HRV gives a fast reaction to the psychological stress. | LF, HF | |
| LF, HF | ||||||||
| Endukuru et al. [ | 2016 | 50 | 28.52±0.71 | Stroop Color Word Test | Short-term | All the components of HRV were sensitive to stress in all the healthy individuals. | HR, RR interval, BP, SDNN, RMSSD, LF, HF, LF/HF | |
| Mean HR, Mean RR, SDNN, RMSSD, NN50, PNN50, TP, LFnu, HFnu, LF, HF, LF/HF | ||||||||
| Sin et al. [ | 2016 | 909 | Range 35–85 | Telephone interviews (reported negative affect and minor stressful events) | Short-term | Stressor frequency was unrelated to HRV. But individuals with more pronounced affective reactivity to stressors also had lower levels of all three HRV indices | SDNN, RMSSD, HF | |
| SDNN, RMSSD, HF | ||||||||
| Punita et al. [ | 2016 | 150 (72M, 78F) | Medical students | The medical students’ stress questionnaire | Short-term | All the frequency domain indices were reduced with increase in the intensity of stress except for LFnu, which significantly increased. | TP, LF, HF, HFnu, LF/HF, RR, SDNN, RMSSD, NN50, pNN50 | |
| TP, LF, HF, LFnu, HFnu, LF/HF, RR, SDNN, RMSSD, NN50, pNN50 | ||||||||
SD: standard deviation, HRV: heart rate variability, HF: high-frequency band, LF: low-frequency band, HR: heart rate, M: male, F: female, pNN50: NN50 count divided by the total number of all NN intervals, NN: normal-to-normal, TP: total power, VLF: very low frequency band, LFnu: LF norm, HFnu: HF norm, RMSSD: The square root of the mean of the sum of the squares of differences between adjacent NN intervals, SDNN: standard deviation of all NN intervals, RR: rhythm-to-rhythm, TINN: triangular interpolation of RR interval histogram, SD1: the standard deviation of the Poincare plot perpendicular to the line-of-identity, SD2: the standard deviation of the Poincare plot along the line-of-identity, ULF: ultra low frequency band