Evidence map›Paper›PMID 37701788›Full record

ArticleBrain, behavior, & immunity - health2023

Elucidating individual differences in chronic pain and whole person health with allostatic load biomarkers.

Angela M Mickle, Jared J Tanner, Bankole Olowofela, Stanley Wu, Cynthia Garvan, Song Lai, Adriana Addison, Rene Przkora, Jeffrey C Edberg, Roland Staud and 5 more

Abstract read
In one paragraph

Article in Brain, behavior, & immunity - health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Article
  2. Comorbid Conditions of Ehlers-Danlos Syndromes and Vulvodynia: A Latent Class Analysis.Pain management nursing : official journal of the American Society of Pain Management Nurses · 2026
    Article
  3. Review
  4. Daily Associations Between Perceived Stress, Pain Intensity, and Alcohol Use Among Veterans With and Without Moderate-to-Severe Chronic Pain.Stress and health : journal of the International Society for the Investigation of Stress · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Angela M MickleDepartment of Physical Medicine & Rehabilitation, University of Florida, 101 Newell Dr, Gainesville, FL 32603, USA.
Jared J TannerDepartment of Clinical and Health Psychology, University of Florida, 1225 Center Dr, Gainesville, FL 32603, USA.
Bankole OlowofelaDepartment of Anesthesiology, Division of Pain Medicine, University of Florida, 1600 SW Archer Road, Gainesville, FL. 32610, USA.
Stanley WuDepartment of Physical Medicine & Rehabilitation, University of Florida, 101 Newell Dr, Gainesville, FL 32603, USA.
Cynthia GarvanDepartment of Anesthesiology, Division of Pain Medicine, University of Florida, 1600 SW Archer Road, Gainesville, FL. 32610, USA.
Song LaiDepartment of Radiation Oncology & CTSI Human Imaging Core, University of Florida, 2004 Mowry Rd Gainesville, FL 32610, USA.
Adriana AddisonDepartment of Psychology, University of Alabama at Birmingham, Campbell Hall 415, 1300 University Blvd, Birmingham, AL, 35223, USA.
Rene PrzkoraDepartment of Anesthesiology, Division of Pain Medicine, University of Florida, 1600 SW Archer Road, Gainesville, FL. 32610, USA.
Jeffrey C EdbergDepartment of Medicine, Division of Clinical Immunology & Rheumatology, University of Alabama at Birmingham, 1825 University Blvd, Birmingham, AL 35294, USA.
Roland StaudDepartment of Medicine, University of Florida, PO Box 100277, Gainesville, FL, USA.
David ReddenDepartment of Biostatistics, The University of Alabama at Birmingham, 1665 University Boulevard, Birmingham, AL, USA.
Burel R GoodinDepartment of Psychology, University of Alabama at Birmingham, Campbell Hall 415, 1300 University Blvd, Birmingham, AL, 35223, USA.
Catherine C PriceDepartment of Clinical and Health Psychology, University of Florida, 1225 Center Dr, Gainesville, FL 32603, USA.
Roger B FillingimDepartment of Community of Dentistry, University of Florida, 1329 SW 16th St, Room 5180, Gainesville, FL 32610, USA.
Kimberly T SibilleDepartment of Physical Medicine & Rehabilitation, University of Florida, 101 Newell Dr, Gainesville, FL 32603, USA.

Funding

Health Disparities in Osteoarthritis: Biological Aging, Stress, and Pain - Modulation by Resilience FactorsR01AG054370 · NIA · UNIVERSITY OF FLORIDA · PI SIBILLE, KIMBERLY THERESA · 2016 to 2020
$3.4M
NIA NIH HHS R01 AG054370
6 · The paper itself

Abstract

Chronic pain is a stressor that affects whole person functioning. Persistent and prolonged activation of the body's stress systems without adequate recovery can result in measurable physiological and neurobiological dysregulation recognized as allostatic load. We and others have shown chronic pain is associated with measures of allostatic load including clinical biomarker composites, telomere length, and brain structures. Less is known regarding how different measures of allostatic load align. The purpose of the study was to evaluate relationships among two measures of allostatic load: a clinical composite and pain-related brain structures, pain, function, and socioenvironmental measures. Participants were non-Hispanic black and non-Hispanic white community-dwelling adults between 45 and 85 years old with knee pain. Data were from a brain MRI, questionnaires specific to pain, physical and psychosocial function, and a blood draw. Individuals with all measures for the clinical composite were included in the analysis (n = 175). Indicating higher allostatic load, higher levels of the clinical composite were associated with thinner insula cortices with trends for thinner inferior temporal lobes and dorsolateral prefrontal cortices (DLPFC). Higher allostatic load as measured by the clinical composite was associated with greater knee osteoarthritis pathology, pain disability, and lower physical function. Lower allostatic load as indicated by thicker insula cortices was associated with higher income and education, and greater physical functioning. Thicker insula and DLPFC were associated with a lower chronic pain stage. Multiple linear regression models with pain and socioenvironmental measures as the predictors were significant for the clinical composite, insular, and inferior temporal lobes. We replicate our previously reported bilateral temporal lobe group difference pattern and show that individuals with high chronic pain stage and greater socioenvironmental risk have a higher allostatic load as measured by the clinical composite compared to those individuals with high chronic pain stage and greater socioenvironmental buffers. Although brain structure differences are shown in individuals with chronic pain, brain MRIs are not yet clinically applicable. Our findings suggest that a clinical composite measure of allostatic load may help identify individuals with chronic pain who have biological vulnerabilities which increase the risk for poor health outcomes.

Indexed as

Allostatic loadBrain structureChronic painKnee painSocioenvironmental factorsStress

Identifiers

PMID37701788
PMCPMC10493889

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.