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SERENITY Study of Chronic Pain Interference in Adults (SERENITY)

keskiviikko 9. syyskuuta 2026 päivittänyt: University of Minnesota

Modeling of Inter-Individual Differences in Chronic Pain Using Holistic Measures of Pain Severity, Stress, Cognition, Body and Mind Awareness

SERENITY is a remote observational study designed to characterize inter-individual differences in chronic pain among adults with chronic low back pain and adults with spinal cord injury-related neuropathic pain.

Participants will complete baseline assessments and intensive longitudinal data collection using ecological momentary assessment surveys, brief cognitive tests, and passive Fitbit data collection. Ecological momentary assessment surveys will be completed 4 times per day for at least 3 weeks and will assess pain interference, pain intensity, stress, affect, sleep, body and mind awareness, agency, medication use, manual therapy frequency, and related factors.

The study will use Bayesian hierarchical modeling, clustering analyses, and causal discovery approaches to identify person-specific and group-level factors associated with pain interference.

Tutkimuksen yleiskatsaus

Yksityiskohtainen kuvaus

Chronic pain is heterogeneous, and individuals with similar pain diagnoses may experience different levels of pain interference and may have different factors contributing to pain-related disability. SERENITY is a remote observational study designed to characterize between-subject heterogeneity in adults with chronic low back pain and adults with spinal cord injury-related neuropathic pain.

The study will enroll 200 adults with chronic low back pain and 200 adults with spinal cord injury-related neuropathic pain. Participants will complete baseline demographic, clinical, pain, emotional functioning, physical functioning, and quality-of-life assessments. Participants will also complete ecological momentary assessment surveys 4 times per day for at least 3 weeks. These surveys will assess pain intensity, pain interference with function, positive and negative affect, stress, sleep, body and mind awareness, agency or perceived control over pain and life, medication dosage, manual therapy frequency, and brief cognitive test performance.

Fitbit data will be collected passively during the study period to measure sleep, physical activity, heart rate, heart rate variability, daily readiness, and stress management. The study will use intensive longitudinal data from ecological momentary assessment surveys and Fitbit measures to develop Bayesian hierarchical models, pain-profile clusters, and personal causal models.

The primary objective is to identify SERENITY measures associated with or causally related to pain interference within each pain group. The study will also examine heterogeneity in pain profiles and explore person-specific causal relationships between pain interference and measures of pain severity, stress, cognition, body and mind awareness, affect, and agency.

Opintotyyppi

Havainnollistava

Ilmoittautuminen (Arvioitu)

400

Yhteystiedot ja paikat

Tässä osiossa on tutkimuksen suorittajien yhteystiedot ja tiedot siitä, missä tämä tutkimus suoritetaan.

Opiskeluyhteys

  • Nimi: Ann Van de Winckel, PhD, MSPT
  • Puhelinnumero: 612-406-2500
  • Sähköposti: avandewi@umn.edu

Opiskelupaikat

    • Minnesota
      • Minneapolis, Minnesota, Yhdysvallat, 55455
        • University of Minnesota
        • Ottaa yhteyttä:
          • Ann Van de Winckel, PhD, MSPT
          • Puhelinnumero: 612-406-2500
          • Sähköposti: avandewi@umn.edu
        • Päätutkija:
          • Ann Van de Winckel, PhD, MSPT

Osallistumiskriteerit

Tutkijat etsivät ihmisiä, jotka sopivat tiettyyn kuvaukseen, jota kutsutaan kelpoisuuskriteereiksi. Joitakin esimerkkejä näistä kriteereistä ovat henkilön yleinen terveydentila tai aiemmat hoidot.

Kelpoisuusvaatimukset

Opintokelpoiset iät

  • Aikuinen
  • Vanhempi Aikuinen

Hyväksyy terveitä vapaaehtoisia

Ei

Näytteenottomenetelmä

Ei-todennäköisyysnäyte

Tutkimusväestö

Adults with chronic low back pain and adults with spinal cord injury-related neuropathic pain will be recruited nationwide for this remote observational study. Participants will be 18 years or older, medically stable, fluent in English, and have pain severity of at least 4 out of 10 over the past week. Participants will complete baseline assessments and intensive longitudinal data collection using ecological momentary assessment surveys, brief cognitive tests, and passive Fitbit data collection.

Kuvaus

Inclusion Criteria:

  • Age 18 years or older
  • Chronic low back pain for more than 3 months, or complete or incomplete spinal cord injury for more than 1 year with spinal cord injury-related neuropathic pain
  • Medically stable
  • Pain severity of at least 4 out of 10 on the numeric pain rating scale over the past week
  • Fluent in English
  • Access to the internet and a computer, iPad, or smartphone; study equipment may be provided if needed
  • Currently on stable pain medication or manual therapy appointments as part of clinical care

Exclusion Criteria:

  • Cognitive impairment or communicative disability preventing the participant from following directions
  • Major medical complications
  • Pregnancy
  • Current active treatments that could potentially influence SERENITY outcomes, such as cognitive behavioral therapy or Qigong
  • Children
  • Prisoners
  • Adults lacking capacity to consent or adults with diminished or fluctuating capacity to consent
  • Non-English speakers
  • Individuals unable to read
  • Employees of the researcher
  • Students of the researcher
  • Active members of the military or DoD personnel

Opintosuunnitelma

Tässä osiossa on tietoja tutkimussuunnitelmasta, mukaan lukien kuinka tutkimus on suunniteltu ja mitä tutkimuksella mitataan.

Miten tutkimus on suunniteltu?

Suunnittelun yksityiskohdat

Kohortit ja interventiot

Ryhmä/Kohortti
Adults With Chronic Low Back Pain
Adults with chronic low back pain for more than 3 months and pain severity of at least 4 out of 10 over the past week. Participants will complete baseline questionnaires, ecological momentary assessment surveys, brief cognitive tests, and passive Fitbit data collection.
Adults With SCI-Related Neuropathic Pain
Adults with complete or incomplete spinal cord injury of more than 1 year, medically stable, with spinal cord injury-related neuropathic pain and pain severity of at least 4 out of 10 over the past week. Participants will complete baseline questionnaires, ecological momentary assessment surveys, brief cognitive tests, and passive Fitbit data collection.

Mitä tutkimuksessa mitataan?

Ensisijaiset tulostoimenpiteet

Tulosmittaus
Toimenpiteen kuvaus
Aikaikkuna
Pain Interference With Function
Aikaikkuna: Four times daily for at least 3 weeks

Pain interference with function will be assessed using a single ecological momentary assessment item: "How much is your low back pain/neuropathic pain affecting your daily life function?" Response options range from 0 to 4, with higher scores indicating worse pain interference with function. This is not a standardized scale and is administered via ecological momentary assessment to support causal discovery pathways.

Unit: points

Four times daily for at least 3 weeks

Toissijaiset tulostoimenpiteet

Tulosmittaus
Toimenpiteen kuvaus
Aikaikkuna
Pain, Enjoyment of Life and General Activity Scale Score
Aikaikkuna: Baseline

Pain severity and impact will be assessed using the Pain, Enjoyment of Life and General Activity scale. This 3-item scale has a minimum score of 0 and maximum score of 30, with higher scores indicating worse pain severity and impact.

Unit: points

Baseline
Brief Pain Inventory Short Form Pain Severity Composite Score
Aikaikkuna: Baseline

Pain severity will be assessed using the Brief Pain Inventory Short Form 7-day recall. The pain severity composite includes 4 items, with scores ranging from 0 to 10. Higher scores indicate worse pain severity.

Unit: points

Baseline
Brief Pain Inventory Short Form Pain Interference Composite Score
Aikaikkuna: Baseline

Pain interference will be assessed using the Brief Pain Inventory Short Form 7-day recall. The pain interference composite includes 7 items, with scores ranging from 0 to 10. Higher scores indicate worse pain interference.

Unit: Points

Baseline
Spinal Cord Injury Functional Index/Assistive Technology Score
Aikaikkuna: Baseline

Physical functioning among participants with spinal cord injury will be assessed using the Spinal Cord Injury Functional Index/Assistive Technology measure. This 32-item measure has a minimum score of 0 and maximum score of 128, with higher scores indicating better physical functioning.

Unit: Points

Baseline
Roland-Morris Low Back Pain and Disability Questionnaire Score
Aikaikkuna: Baseline

Low back pain-related disability among participants with chronic low back pain will be assessed using the Roland-Morris Low Back Pain and Disability Questionnaire. This 24-item measure has a minimum score of 0 and maximum score of 24, with higher scores indicating worse disability.

Unit: Points

Baseline
Patient Health Questionnaire-4 Score
Aikaikkuna: Baseline

Depression and anxiety symptoms will be assessed using the Patient Health Questionnaire-4. This 4-item measure has a minimum score of 0 and maximum score of 12, with higher scores indicating worse depression and anxiety symptoms.

Unit: Points

Baseline
World Health Organization Quality of Life 2-Item Score
Aikaikkuna: Baseline

Quality of life and health satisfaction will be assessed using the World Health Organization Quality of Life 2-item measure. Each item is scored on a 5-point Likert scale. Total scores range from 2 to 10, with higher scores indicating better quality of life and health satisfaction.

Unit: Points

Baseline
Cognitive and Affective Mindfulness Scale-Revised Score
Aikaikkuna: Baseline

Mindful qualities will be assessed using the Cognitive and Affective Mindfulness Scale-Revised. This 12-item measure is scored from 1 to 4 per item. Total scores range from 1 to 48, with higher scores indicating better mindfulness-related qualities.

Unit: Points

Baseline
Pain Resilience Scale Score
Aikaikkuna: Baseline

Pain resilience will be assessed using the Pain Resilience Scale. This 14-item measure uses a 5-point Likert scale scored from 0 to 4 per item. Total scores range from 0 to 56, with higher scores indicating better positive adaptation to pain.

Unit: Points

Baseline
Positive and Negative Affect Schedule Short Form - Positive Affectivity Score
Aikaikkuna: Four times daily for at least 3 weeks

Positive affectivity will be assessed using the Positive and Negative Affect Schedule Short Form. Items are scored from 1 to 5. Total scores range from 5 to 25, with higher scores indicating better positive affectivity.

Unit: Points

Four times daily for at least 3 weeks
Positive and Negative Affect Schedule Short Form - Negative Affectivity Score
Aikaikkuna: Four times daily for at least 3 weeks

Negative affectivity will be assessed using the Positive and Negative Affect Schedule Short Form. Items are scored from 1 to 5. Total scores range from 5 to 25, with higher scores indicating worse negative affectivity.

Unit: Points

Four times daily for at least 3 weeks
EMA Relaxation Score
Aikaikkuna: Four times daily for at least 3 weeks

Relaxation will be assessed using a single ecological momentary assessment item scored from 0 to 4, with higher scores indicating better relaxation.

Unit: points

Four times daily for at least 3 weeks
EMA Energy Score
Aikaikkuna: Four times daily for at least 3 weeks

Energy will be assessed using a single ecological momentary assessment item scored from 0 to 4, with higher scores indicating better energy.

Unit: points

Four times daily for at least 3 weeks
EMA Control Score
Aikaikkuna: Four times daily for at least 3 weeks

Perceived control will be assessed using a single ecological momentary assessment item scored from 0 to 4, with higher scores indicating better perceived control.

Unit: points

Four times daily for at least 3 weeks
EMA Sleep Difficulty Score
Aikaikkuna: Four times daily for at least 3 weeks

Sleep difficulty will be assessed using single ecological momentary assessment items related to trouble falling asleep, trouble staying asleep, and waking up too early. Each item will be scored separately from 0 to 4, with higher scores indicating worse sleep difficulty.

Unit: points

Four times daily for at least 3 weeks
EMA Fear of Movement Score
Aikaikkuna: Four times daily for at least 3 weeks

Fear of movement because of pain will be assessed using a single ecological momentary assessment item scored from 0 to 4, with higher scores indicating worse fear of movement.

Unit: points

Four times daily for at least 3 weeks
EMA Pain Intensity Score
Aikaikkuna: Four times daily for at least 3 weeks

Pain intensity will be assessed using a single ecological momentary assessment item measuring pain intensity at the time of assessment. Scores range from 0 to 10, with higher scores indicating worse pain intensity.

Unit: points

Four times daily for at least 3 weeks
Time to Completion for EMA Number Sequencing Task
Aikaikkuna: Four times daily for at least 3 weeks

Attention will be assessed using a smartphone-based number sequencing task. Performance will be reported as time to completion.

Unit: Seconds

Four times daily for at least 3 weeks
Time to Completion for EMA Number-Letter Sequencing Task
Aikaikkuna: Four times daily for at least 3 weeks

Set-shifting will be assessed using a smartphone-based number-letter sequencing task. Performance will be reported as time to completion.

Unit: Seconds

Four times daily for at least 3 weeks
Percent Correct for EMA Spatial Working Memory Task
Aikaikkuna: Four times daily for at least 3 weeks

Spatial working memory will be assessed using a smartphone-based spatial working memory task. Performance will be reported as percent correct.

Unit: percent correct

Four times daily for at least 3 weeks
Fitbit-Derived Sleep Duration
Aikaikkuna: Throughout the study assessment period, at least 3 weeks

Sleep duration will be measured passively using Fitbit Charge 6 during the study assessment period.

Unit: hours

Throughout the study assessment period, at least 3 weeks
Fitbit-Derived Physical Activity
Aikaikkuna: Throughout the study assessment period, at least 3 weeks

Physical activity will be measured passively using Fitbit Charge 6 during the study assessment period.

Unit: Steps

Throughout the study assessment period, at least 3 weeks
Fitbit-Derived Heart Rate
Aikaikkuna: Throughout the study assessment period, at least 3 weeks

Heart rate will be measured passively using Fitbit Charge 6 during the study assessment period.

Unit: beats per minute

Throughout the study assessment period, at least 3 weeks
Fitbit-Derived Heart Rate Variability
Aikaikkuna: Throughout the study assessment period, at least 3 weeks

Heart rate variability will be measured passively using Fitbit Charge 6 during the study assessment period.

Unit: milliseconds

Throughout the study assessment period, at least 3 weeks
Fitbit-Derived Daily Readiness Score
Aikaikkuna: Throughout the study assessment period, at least 3 weeks

Daily readiness will be measured passively using Fitbit Charge 6 during the study assessment period.

Unit: points

Throughout the study assessment period, at least 3 weeks
Fitbit-Derived Stress Management Score
Aikaikkuna: Throughout the study assessment period, at least 3 weeks

Stress management will be measured passively using Fitbit Charge 6 during the study assessment period.

Unit: points

Throughout the study assessment period, at least 3 weeks

Yhteistyökumppanit ja tutkijat

Täältä löydät tähän tutkimukseen osallistuvat ihmiset ja organisaatiot.

Tutkijat

  • Päätutkija: Ann Van de Winckel, PhD, MSPT, University of Minnesota

Opintojen ennätyspäivät

Nämä päivämäärät seuraavat ClinicalTrials.gov-sivustolle lähetettyjen tutkimustietueiden ja yhteenvetojen edistymistä. National Library of Medicine (NLM) tarkistaa tutkimustiedot ja raportoidut tulokset varmistaakseen, että ne täyttävät tietyt laadunvalvontastandardit, ennen kuin ne julkaistaan ​​julkisella verkkosivustolla.

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