ArticlePain medicine (Malden, Mass.)2021
Identifying the Most Important Confounders When Assessing the Association Between Low-Grade Systemic Inflammation and Musculoskeletal Pain: A Modified Delphi Study.
Article in Pain medicine (Malden, Mass.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.
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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.
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.
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Who cites it
11 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Altered blood-based biomarkers in carpal tunnel syndrome. A systematic review and meta-analysis.Musculoskeletal science & practice · 2026Pooled it
- An evidence review of the association of immune and inflammatory markers with obesity-related eating behaviors.Frontiers in immunology · 2022Pooled it
- Pilot Trial of a Transdiagnostic Cognitive Behavioral Therapy (CBT)-Based Group Intervention to Reduce Psychological Distress, Facilitate Positive Behavior Change, and Mitigate Inflammation in Older People with HIV.AIDS and behavior · 2025Trial
- Immediate systemic neuroimmune responses following spinal mobilisation and manipulation in people with non-specific neck pain: a randomised placebo-controlled trial.Scientific reports · 2023Trial
- Plasma Pro- and Anti-Inflammatory Cytokines in an Observational Chronic Low Back Pain Cohort.JOR spine · 2025Article
- Joint Pain and Leisure-Time Physical Activity: Cross-Sectional Findings From the Cardiovascular Health Study.Health science reports · 2025Article
- Why PNI scientists need to engage in exploratory hypothesis-generating biomarker studies.Brain, behavior, & immunity - health · 2024Article
- The role of frailty on quality of life in older adults during the COVID-19 pandemic.Aging clinical and experimental research · 2023Article
- Biological Correlates of the Effects of Auricular Point Acupressure on Pain.Pain management nursing : official journal of the American Society of Pain Management Nurses · 2023Article
- Preferred Self-Administered Questionnaires to Assess Resilience, Optimism, Pain Acceptance, and Social Support in People with Pain: A Modified Delphi Study.Pain medicine (Malden, Mass.) · 2022Article
- Systemic neuroimmune responses in people with non-specific neck pain and cervical radiculopathy, and associations with clinical, psychological, and lifestyle factors.Frontiers in molecular neuroscience · 2022Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveThe association between low-grade systemic inflammation and musculoskeletal pain may be influenced by multiple factors. However, little is known about the relative importance of these factors, and few studies account for them. This Delphi study aimed to reach consensus on the most important confounders which influence the association between low-grade systemic inflammation and musculoskeletal pain.
methodsThe panel consisted of 48 experts. In Round 1, the experts proposed what they believed were important confounders. In Round 2, the experts indicated for each confounder whether they believed it was important (yes/no). At least 50% of experts had to indicate the confounder was important to be considered in the final round. In Round 3, the experts rated the importance of each confounder on a 7-point Likert scale. Consensus was reached if ≥75% of the experts considered the factor either extremely or moderately important.
resultsIn Round 1, 120 confounders were proposed, which were synthesized into 38 distinct factors. In Round 2, 33 confounders met the criterion to be considered important. In Round 3, consensus was reached for 14 confounders: acute illness/trauma, immune disease, medication use, endocrine, nutritional, or metabolic disease, other musculoskeletal conditions, age, handling of blood samples, sex, cancer, body composition, pregnancy, cardiovascular disease, physical activity, and pain characteristics.
conclusionsThese findings provide insight in the complexity of the association between low-grade systemic inflammation and musculoskeletal pain. Some factors currently listed as confounders may be re-classified as moderators or mediators as insights progress.
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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.