SynthesisBMC medicine2018
Musculoskeletal conditions may increase the risk of chronic disease: a systematic review and meta-analysis of cohort studies.
Synthesis in BMC medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 122 papers, 15 of them syntheses that pooled 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.
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.
Who cites it
122 citing papers in PubMed, 15 syntheses or guidelines pooled it, 311 citations in OpenAlex.
- The role of internet-based therapies in adolescents' quality of life: a systematic review and meta-analysis.BMC psychology · 2026Pooled it
- Connectomic Mapping of Chronic Musculoskeletal Pain: Neural Circuitries Identified Through a Systematic Review and ALE Meta-Analysis.Neural plasticity · 2026Pooled it
- The Burden of Informal Caregiving for Adults with Musculoskeletal Conditions: A Systematic Review.PharmacoEconomics · 2025Pooled it
- Are Exercise Interventions for People With Knee Osteoarthritis Dosed Appropriately to Meet the World Health Organisation's Physical Activity Guidelines?Musculoskeletal care · 2025Pooled it
- Efficacy of cognitive behavioral therapy for musculoskeletal pain: a systematic review and meta-analysis.Frontiers in psychology · 2025Pooled it
- Evaluating Exoskeletons for WMSD Prevention: A Systematic Review of Applications and Ergonomic Approach in Occupational Settings.International journal of environmental research and public health · 2024Pooled it
- Efficacy of Extracts of Oleogum Resin of Boswellia in the Treatment of Knee Osteoarthritis: A Systematic Review and Meta-Analysis.Phytotherapy research : PTR · 2024Pooled it
- High-intensity versus low-level laser in musculoskeletal disorders.Lasers in medical science · 2024Pooled it
- Cost-Effectiveness of Treatments for Musculoskeletal Conditions Offered by Physiotherapists: A Systematic Review of Trial-Based Evaluations.Sports medicine - open · 2024Pooled it
- Pooled it
- The impact of neck pain on gait health: a systematic review and meta-analysis.BMC musculoskeletal disorders · 2023Pooled it
- Effectiveness of home-based exercise interventions on pain, physical function and quality of life in individuals with knee osteoarthritis: a systematic review and meta-analysis.Journal of orthopaedic surgery and research · 2023Pooled it
- Exercise training and depression and anxiety in musculoskeletal pain patients: a meta-analysis of randomized control trials.Neuropsychiatrie : Klinik, Diagnostik, Therapie und Rehabilitation : Organ der Gesellschaft Osterreichischer Nervenarzte und Psychiater · 2023Pooled it
- Prevalence of multimorbid degenerative lumbar spinal stenosis with knee or hip osteoarthritis: a systematic review and meta-analysis.BMC musculoskeletal disorders · 2022Pooled it
- Digital Self-Management Interventions for People With Osteoarthritis: Systematic Review With Meta-Analysis.Journal of medical Internet research · 2020Pooled it
- [Effectiveness of digital therapy in patellofemoral pain treatment].Orthopadie (Heidelberg, Germany) · 2026Trial
- Healthy Lifestyle Care vs Guideline-Based Care for Low Back Pain: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Modifiable health-risk patterns among patients with back pain: a latent class analysis.BMC musculoskeletal disorders · 2026Observational
- Performance of DeepSeek V3.2 and ChatGPT 5.1 in Musculoskeletal Triage and Differential Diagnosis of Outpatients With Low Back Pain: Multidimensional Comparative Study.Journal of medical Internet research · 2026Article
- Hip Joint Loading During Walking Is Associated With Cartilage Defect Severity in Young Adult Football Players With Hip/Groin Pain.Journal of orthopaedic research : official publication of the Orthopaedic Research Society · 2026Article
62 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 7 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundChronic diseases and musculoskeletal conditions have a significant global burden and frequently co-occur. Musculoskeletal conditions may contribute to the development of chronic disease; however, this has not been systematically synthesised. We aimed to investigate whether the most common musculoskeletal conditions, namely neck or back pain or osteoarthritis of the knee or hip, contribute to the development of chronic disease.
methodsWe searched CINAHL, Embase, Medline, Medline in Process, PsycINFO, Scopus and Web of Science to February 8, 2018, for cohort studies reporting adjusted estimates of the association between baseline musculoskeletal conditions (neck or back pain or osteoarthritis of the knee or hip) and subsequent diagnosis of a chronic disease (cardiovascular disease, cancer, diabetes, chronic respiratory disease or obesity). Two independent reviewers performed data extraction and assessed study quality. Adjusted hazard ratios were pooled using the generic inverse variance method in random effect models, regardless of the type of musculoskeletal condition or chronic disease. PROSPERO: CRD42016039519.
resultsThere were 13 cohort studies following 3,086,612 people. In the primary meta-analysis of adjusted estimates, osteoarthritis (n = 8 studies) and back pain (n = 2) were the exposures and cardiovascular disease (n = 8), cancer (n = 1) and diabetes (n = 1) were the outcomes. Pooled adjusted estimates from these 10 studies showed that people with a musculoskeletal condition have a 17% increase in the rate of developing a chronic disease compared to people without (hazard ratio 1.17, 95% confidence interval 1.13-1.22; I
conclusionsThis meta-analysis found that musculoskeletal conditions may increase the risk of chronic disease. In particular, osteoarthritis appears to increase the risk of developing cardiovascular disease. Prevention and early treatment of musculoskeletal conditions and targeting associated chronic disease risk factors in people with long standing musculoskeletal conditions may play a role in preventing other chronic diseases. However, a greater understanding about why musculoskeletal conditions may increase the risk of chronic disease is needed.
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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.