Anxiety, Corona Virus Infection, Covid19, Health Personnel, Hyperarousal, Insomnia, Stress
Conditions
Keywords
Anxiety, Stress, Insomnia, Cereset Research, Hyperarousal, Brain electrical activity, Autonomic Dysregulation, Neurotechnology, HIRREM, COVID-19, Coronavirus, Allostasis, neuromodulation, acoustic stimulation, COVID, healthcare worker
Brief summary
The purpose of this study is to evaluate the use of Cereset Research to improve the symptoms of stress in healthcare workers in an open label, waitlist controlled pilot clinical trial, during the period of COVID-19.
Detailed description
The primary objective of this study is to evaluate the effect of CR to improve the Perceived Stress Scale (PSS) in healthcare workers with symptoms of stress, compared to waitlist control, at 4-6 weeks post intervention. Secondary objectives include evaluating the effect of CR on the self-reported measures of sleep and anxiety. Exploratory measure include a variety of symptom inventories (mood, post-traumatic stress, quality of life, social support, and cognitive function), and autonomic cardiovascular regulation (heart rate variability, HRV). Methods: This will be a single site, open label, randomized, waitlist controlled pilot clinical trial, enrolling adults aged 18 or older, who have self-reported symptoms of stress or anxiety, and meet a threshold score on self-reported inventories. Up to 166 participants will be enrolled in order to have at least 138 to complete the study. Participants will be randomly assigned to either an Early Intervention (EI) group which will receive 4 CR sessions of audible tones echoing current brainwave activity, following enrollment, or a Delayed Intervention (DI) group which will continue current care only, and will serve as a control group. Participants in both groups will continue their other current care throughout the study. The primary outcome will be interval change in The Perceived Stress Scale (PSS) which assesses the perception of stress. It is a measure of the degree to which situations in one's life are appraised as stressful. Secondary outcomes include insomnia (Insomnia Severity Index, ISI) and anxiety (Generalized Anxiety Disorder-7, GAD-7). Exploratory outcomes to be collected include symptom inventories for depression (Center for Epidemiological Studies- Depression Scale, CES-D), traumatic stress (PTSD Checklist for civilians, PCL-C), overall quality of life (QOLS), social support (ISEL-12), the Multiple Ability Self-Report Questionnaire (MASQ) for cognitive function, Fatigue Severity Scale (FSS) for fatigue, and mental health (Depression, Anxiety, and Stress Scale, DASS -21). Details about COVID-19 status, interaction, workplace engagement, healthcare utilization, and exposure will be collected. Pre- and post-intervention data collection of physiological parameters (Heart rate, HR, and measures of autonomic cardiovascular regulation assessed by heart rate variability) will be assessed as exploratory outcomes. All measures will be collected at an enrollment visit (V1), and participants will be randomly assigned to the EI or DI groups. For those in the EI group, the intervention will begin 0-7 days thereafter. Sessions will be administered over 10 days. Post-intervention data collections will be obtained at 0-7 days (V2) after completion of the intervention, and 4-6 weeks (V3, primary outcome) after the V2. Following V3, those in the DI group will be offered the opportunity to cross over to receive 4 CR sessions and will continue to be followed for data collections at 0-7 days (V4) after completing their sessions, and 4-6 weeks (V5) after V4. Because V4 and V5 are not required, these visits will be exploratory. Mean contrasts will be used to compare the changes in measures of autonomic cardiovascular regulation from V1 to V3, the primary outcome, as well as for exploratory outcomes. Linear mixed models, which can accommodate within-subject correlations due to repeated assessments over time, will be used to generate point estimates for effect size along with 95% confidence intervals.
Interventions
The upgraded platform for medical research using the HIRREM technology has been rebranded as Cereset Research® (CR). This system uses the same core technology and algorithms to echo brainwaves in real-time using audible tones, as with HIRREM. The CR system also includes 64-bit processing architecture for faster feedback, the use of 4 sensors, and the use of standard protocols (with flexibility regarding the length and sequencing of the standard protocols), all done with eyes closed. Four sensors are applied to the scalp at a time. However, only two sensors are actively echoing feedback. The software automatically switches from one sensor pair to the other when needed. This reduces the number of sensor placement changes needed, resulting in shorter session time and fewer interruptions.
Sponsors
Study design
Intervention model description
This will be a single site, open label, randomized, waitlist controlled pilot clinical trial, enrolling healthcare workers aged 18 or older, who have self-reported symptoms of stress or anxiety, and meet a threshold score on self-reported inventories. Up to 166 participants will be enrolled in order to have at least 138 to complete the study. Participants will be randomly assigned to either an Early Intervention (EI) group which will receive 4 CR sessions of audible tones echoing current brainwave activity, following enrollment, or a Delayed Intervention (DI) group which will continue current care only, and will serve as a control group. Participants in both groups will continue their other current care throughout the study.
Eligibility
Inclusion criteria
* Employed Healthcare workers aged 18 years and older. * Ability to comply with basic instructions and be able to sit still, comfortably during sessions. * Subjects experiencing symptoms of stress who meet threshold scores the Perceived Stress Index (PSS, ≥ 14).
Exclusion criteria
* Unable, unwilling, or incompetent to provide informed consent/assent. * Physically unable to come to the study visits, or to sit still, comfortably in a chair for up to 1 hour. * Severe hearing impairment (because the subject will be using ear buds during CR). * Weight is over the chair limit (400 pounds). * Currently enrolled in another active intervention research study. * Prior use of: HIRREM, HIRREM-SOP, Brainwave Optimization (BWO), Cereset, Cereset Home, or a wearable configuration of the same (B2, or B2v2). * Prior use of: electroconvulsive therapy (ECT), prior use of transcranial magnetic stimulation (TMS), transcranial direct current stimulation (TDCS), alpha stimulation, Eye movement desensitization and reprocessing (EMDR), brain spotting, neurofeedback, biofeedback, or deep brain stimulation (DBS) within one month before enrollment. * Known seizure disorder. * Thoughts of suicide within the last 3 months. * Current, significant symptoms of long-COVID. * Current medical student.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Change in Perceived Stress Scale (PSS) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | The Perceived Stress Scale is a ten-item psychological instrument for measuring the perception of stress. It is a measure of the degree to which situations in one's life are appraised as stressful. The scale, with answers rated from 0-4, yields scores ranging from 0-40. Higher scores suggest increase perceived stress. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Change in Insomnia Severity Index (ISI) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | The severity of insomnia symptoms is measured using the ISI with each data collection visit. The ISI is a 7 question measure, with responses from 0-4 for each question, yielding scores ranging from 0-28. Higher scores suggest increased insomnia. |
| Change in Generalized Anxiety Disorder-7 (GAD-7) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | The Generalized Anxiety Disorder-7 is a seven-item screening tool for anxiety, with answer ranging from 0-3, yielding total scores from 0-21. This is a brief, reliable and valid measure of assessing generalized anxiety disorder. Higher scores suggest increased anxiety. |
Other
| Measure | Time frame | Description |
|---|---|---|
| Change in Quality of Life Scale (QOLS) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | The Quality of Life Scale (QOLS) is a 16-item scale that was modified from a 15-item scale used in chronic disease patients. Topics include different components of daily life such as relationships, community engagement, personal fulfillment, and recreation. Each item is scaled from 1 to 7 and a sum score is calculated to represent higher levels of satisfaction in life (range is 16-112). |
| Change in Interpersonal Support Evaluation List (ISEL-12) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | The Interpersonal Support Evaluation List - Shortened Version (ISEL-12) is a 12-item scale that was modified from a 40-item scale used to assess perceptions of social support. Three dimensions are evaluated: appraisal support, belonging support, and tangible support. Each item is scaled from 1 to 4 for Definitely True to Definitely False. Scores are summed and higher scores correlate with more perceived social support. |
| Change in Multiple Ability Self-Report Questionnaire (MASQ) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | The Multiple Ability Self-Report Questionnaire (MASQ) is a self-report questionnaire commonly used to assess perceived cognitive dysfunction. The MASQ has 38 items and assesses five cognitive domains, including language, visual/perceptual ability, verbal memory, visual memory, and attention. |
| Change in Center for Epidemiologic Studies Depression Scale (CES-D) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | The Center for Epidemiologic Studies Depression Scale (CES-D) is a depression scale, which will help to assess this co-morbidity. CES-D is a 20-item survey assessing affective depressive symptomatology to screen for risk of depression. Scores range from 0-60, with a score of 16 commonly used as a clinically relevant cut-off. Higher scores suggest increased depression. |
| Heart Rate Variability (HRV) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | Measures of heart rate variability in frequency domain will be derived and measures integrated over specified frequency ranges (LF: 0.04-0.15 Hz; HF: 0.15-0.4 Hz). Power of RRI spectra in LF, HF range (LFRRI and HFRRI) and total power (TP) will be calculated in normalized units and ratio of LF/HF used as a measure of sympatho-vagal balance. |
| Change in Heart Rate (HR) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | Continuous heart rate will be recorded while participant is breathing normally in seated position for 10 minutes using Faros 180 heart rate monitor (Bittium Corporation, Oulu, Finland). Beat to beat intervals (RRI) files will be generated at 1000 Hz via the data acquisition software. Files will be analyzed with Nevrokard HRV software (by Nevrokard Kiauta, d.o.o., Izola, Slovenia). Recordings will be visually inspected to ensure data quality (dropped beats or gross motion artifacts are excluded) and first 5 minutes of usable tracings will be analyzed. |
| Change in The Depression, Anxiety, and Stress Scale (DASS-21) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | The Depression, Anxiety, and Stress Scale (DASS-21) is a self-report scale with 21 items(Le et al., 2019; D. Lee, 2019). These questions are divided into three subscales to depression, anxiety, and stress, respectively. The depression subscale scoring ranges from normal (0-9), mild depression (10-12), moderate depression (13-20), severe depression (21-27, and extremely severe depression (28-42). The anxiety subscale scoring ranges from normal (0-6), mild anxiety (7-9), moderate anxiety (10-14), severe anxiety (15-19), and extremely severe anxiety (20-42). The stress subscale ranges from normal (0-10), mild stress (11-18), moderate stress (19-26), sever stress (27-34), and extremely severe stress (35-42). This scale is routinely used in COVID-19 (Wang et al., 2020) and SARS literature(McAlonan et al., 2007). |
| Change in Posttraumatic Stress Disorder (PTSD) Checklist for Civilians (PCL-C) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | The PTSD Checklist for civilians (PCL-C), measures the American Psychiatric Association's Diagnostic and statistical manual of mental disorders (DSM-IV) Criteria B, C, & D of PTSD symptoms based on traumatic life experience either in civilian life, or related to military service, respectively. Seventeen items are rated on a Likert scale with a composite score range of 17 to 85. A score of 44 or higher correlates with probability of civilian-related PTSD. |
| Change in Fatigue Severity Scale (FSS) | Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention | Fatigue Severity Scale (FSS) is a nine-item instrument to assess how fatigue interferes with daily activities. Items are scored on a 7-point scale ranging from 1=strongly disagree to 7=strongly agree. Total scores range from 9 to 63 and the higher the rating demonstrates greater fatigue severity . |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Cereset Research - Early Intervention For this single arm, open label, exploratory trial this will be the intervention arm using 4 CR sessions.
Cereset Research: The upgraded platform for medical research using the HIRREM technology has been rebranded as Cereset Research® (CR). This system uses the same core technology and algorithms to echo brainwaves in real-time using audible tones, as with HIRREM. The CR system also includes 64-bit processing architecture for faster feedback, the use of 4 sensors, and the use of standard protocols (with flexibility regarding the length and sequencing of the standard protocols), all done with eyes closed. Four sensors are applied to the scalp at a time. However, only two sensors are actively echoing feedback. The software automatically switches from one sensor pair to the other when needed. This reduces the number of sensor placement changes needed, resulting in shorter session time and fewer interruptions. | 72 |
| Continued Current Care - Delayed Intervention Participants will continue their current care.
Cereset Research: The upgraded platform for medical research using the HIRREM technology has been rebranded as Cereset Research® (CR). This system uses the same core technology and algorithms to echo brainwaves in real-time using audible tones, as with HIRREM. The CR system also includes 64-bit processing architecture for faster feedback, the use of 4 sensors, and the use of standard protocols (with flexibility regarding the length and sequencing of the standard protocols), all done with eyes closed. Four sensors are applied to the scalp at a time. However, only two sensors are actively echoing feedback. The software automatically switches from one sensor pair to the other when needed. This reduces the number of sensor placement changes needed, resulting in shorter session time and fewer interruptions. | 72 |
| Total | 144 |
Baseline characteristics
| Characteristic | Continued Current Care - Delayed Intervention | Total | Cereset Research - Early Intervention |
|---|---|---|---|
| Age, Continuous | 45.4 years STANDARD_DEVIATION 12.1 | 44.7 years STANDARD_DEVIATION 11.6 | 44.0 years STANDARD_DEVIATION 11.1 |
| Race/Ethnicity, Customized Race/Ethnicity American Indian or Alaska Native | 1 Participants | 2 Participants | 1 Participants |
| Race/Ethnicity, Customized Race/Ethnicity Asian Asian | 2 Participants | 2 Participants | 0 Participants |
| Race/Ethnicity, Customized Race/Ethnicity Black/African American | 9 Participants | 15 Participants | 6 Participants |
| Race/Ethnicity, Customized Race/Ethnicity Other/Unknown | 2 Participants | 5 Participants | 3 Participants |
| Race/Ethnicity, Customized Race/Ethnicity White | 58 Participants | 120 Participants | 62 Participants |
| Region of Enrollment United States | 72 participants | 144 participants | 72 participants |
| Sex: Female, Male Female | 63 Participants | 124 Participants | 61 Participants |
| Sex: Female, Male Male | 9 Participants | 20 Participants | 11 Participants |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk |
|---|---|---|
| deaths Total, all-cause mortality | 0 / 67 | 0 / 67 |
| other Total, other adverse events | 3 / 67 | 3 / 67 |
| serious Total, serious adverse events | 0 / 67 | 0 / 67 |
Outcome results
Change in Perceived Stress Scale (PSS)
The Perceived Stress Scale is a ten-item psychological instrument for measuring the perception of stress. It is a measure of the degree to which situations in one's life are appraised as stressful. The scale, with answers rated from 0-4, yields scores ranging from 0-40. Higher scores suggest increase perceived stress.
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Cereset Research | Change in Perceived Stress Scale (PSS) | -7.8 score on a scale | Standard Error 0.6 |
| Continued Current Care | Change in Perceived Stress Scale (PSS) | -1.2 score on a scale | Standard Error 0.6 |
Change in Generalized Anxiety Disorder-7 (GAD-7)
The Generalized Anxiety Disorder-7 is a seven-item screening tool for anxiety, with answer ranging from 0-3, yielding total scores from 0-21. This is a brief, reliable and valid measure of assessing generalized anxiety disorder. Higher scores suggest increased anxiety.
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Cereset Research | Change in Generalized Anxiety Disorder-7 (GAD-7) | -5.6 score on a scale | Standard Error 0.5 |
| Continued Current Care | Change in Generalized Anxiety Disorder-7 (GAD-7) | -1.3 score on a scale | Standard Error 0.5 |
Change in Insomnia Severity Index (ISI)
The severity of insomnia symptoms is measured using the ISI with each data collection visit. The ISI is a 7 question measure, with responses from 0-4 for each question, yielding scores ranging from 0-28. Higher scores suggest increased insomnia.
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
| Arm | Measure | Value (MEAN) | Dispersion |
|---|---|---|---|
| Cereset Research | Change in Insomnia Severity Index (ISI) | -6.3 score on a scale | Standard Error 0.6 |
| Continued Current Care | Change in Insomnia Severity Index (ISI) | -0.5 score on a scale | Standard Error 0.6 |
Change in Center for Epidemiologic Studies Depression Scale (CES-D)
The Center for Epidemiologic Studies Depression Scale (CES-D) is a depression scale, which will help to assess this co-morbidity. CES-D is a 20-item survey assessing affective depressive symptomatology to screen for risk of depression. Scores range from 0-60, with a score of 16 commonly used as a clinically relevant cut-off. Higher scores suggest increased depression.
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
Change in Fatigue Severity Scale (FSS)
Fatigue Severity Scale (FSS) is a nine-item instrument to assess how fatigue interferes with daily activities. Items are scored on a 7-point scale ranging from 1=strongly disagree to 7=strongly agree. Total scores range from 9 to 63 and the higher the rating demonstrates greater fatigue severity .
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
Change in Heart Rate (HR)
Continuous heart rate will be recorded while participant is breathing normally in seated position for 10 minutes using Faros 180 heart rate monitor (Bittium Corporation, Oulu, Finland). Beat to beat intervals (RRI) files will be generated at 1000 Hz via the data acquisition software. Files will be analyzed with Nevrokard HRV software (by Nevrokard Kiauta, d.o.o., Izola, Slovenia). Recordings will be visually inspected to ensure data quality (dropped beats or gross motion artifacts are excluded) and first 5 minutes of usable tracings will be analyzed.
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
Change in Interpersonal Support Evaluation List (ISEL-12)
The Interpersonal Support Evaluation List - Shortened Version (ISEL-12) is a 12-item scale that was modified from a 40-item scale used to assess perceptions of social support. Three dimensions are evaluated: appraisal support, belonging support, and tangible support. Each item is scaled from 1 to 4 for Definitely True to Definitely False. Scores are summed and higher scores correlate with more perceived social support.
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
Change in Multiple Ability Self-Report Questionnaire (MASQ)
The Multiple Ability Self-Report Questionnaire (MASQ) is a self-report questionnaire commonly used to assess perceived cognitive dysfunction. The MASQ has 38 items and assesses five cognitive domains, including language, visual/perceptual ability, verbal memory, visual memory, and attention.
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
Change in Posttraumatic Stress Disorder (PTSD) Checklist for Civilians (PCL-C)
The PTSD Checklist for civilians (PCL-C), measures the American Psychiatric Association's Diagnostic and statistical manual of mental disorders (DSM-IV) Criteria B, C, & D of PTSD symptoms based on traumatic life experience either in civilian life, or related to military service, respectively. Seventeen items are rated on a Likert scale with a composite score range of 17 to 85. A score of 44 or higher correlates with probability of civilian-related PTSD.
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
Change in Quality of Life Scale (QOLS)
The Quality of Life Scale (QOLS) is a 16-item scale that was modified from a 15-item scale used in chronic disease patients. Topics include different components of daily life such as relationships, community engagement, personal fulfillment, and recreation. Each item is scaled from 1 to 7 and a sum score is calculated to represent higher levels of satisfaction in life (range is 16-112).
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
Change in The Depression, Anxiety, and Stress Scale (DASS-21)
The Depression, Anxiety, and Stress Scale (DASS-21) is a self-report scale with 21 items(Le et al., 2019; D. Lee, 2019). These questions are divided into three subscales to depression, anxiety, and stress, respectively. The depression subscale scoring ranges from normal (0-9), mild depression (10-12), moderate depression (13-20), severe depression (21-27, and extremely severe depression (28-42). The anxiety subscale scoring ranges from normal (0-6), mild anxiety (7-9), moderate anxiety (10-14), severe anxiety (15-19), and extremely severe anxiety (20-42). The stress subscale ranges from normal (0-10), mild stress (11-18), moderate stress (19-26), sever stress (27-34), and extremely severe stress (35-42). This scale is routinely used in COVID-19 (Wang et al., 2020) and SARS literature(McAlonan et al., 2007).
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention
Heart Rate Variability (HRV)
Measures of heart rate variability in frequency domain will be derived and measures integrated over specified frequency ranges (LF: 0.04-0.15 Hz; HF: 0.15-0.4 Hz). Power of RRI spectra in LF, HF range (LFRRI and HFRRI) and total power (TP) will be calculated in normalized units and ratio of LF/HF used as a measure of sympatho-vagal balance.
Time frame: Collected from baseline visit (V1) through completion of the primary data collection visit (V3), 4-7 weeks after completion of the intervention