ArticleThe spine journal : official journal of the North American Spine Society2017
Modifiable risk factors for chronic back pain: insights using the co-twin control design.
Article in The spine journal : official journal of the North American Spine Society, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 8 of them syntheses that pooled it.
What it found
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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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
33 citing papers in PubMed, 8 syntheses or guidelines pooled it, 64 citations in OpenAlex.
- Dose-Response Effects of Transcutaneous Electrical Nerve Stimulation for Chronic Low Back Pain: A Systematic Review and Meta-Analysis.European journal of pain (London, England) · 2026Pooled it
- Association between pain intensity and body composition in adults with chronic non-specific low back pain: A systematic review and meta-analysis.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Pooled it
- Causal effects of psychosocial factors on chronic back pain: a bidirectional Mendelian randomisation study.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2022Pooled it
- Pooled it
- Sleep disturbances and back pain : Systematic review and meta-analysis.Neuropsychiatrie : Klinik, Diagnostik, Therapie und Rehabilitation : Organ der Gesellschaft Osterreichischer Nervenarzte und Psychiater · 2020Pooled it
- ISSLS Prize in Clinical Science 2020. Examining causal effects of body mass index on back pain: a Mendelian randomization study.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2020 · on this mapPooled it
- Genome-wide meta-analysis of 158,000 individuals of European ancestry identifies three loci associated with chronic back pain.PLoS genetics · 2018Pooled it
- Literature Review and Meta-Analysis of Transcutaneous Electrical Nerve Stimulation in Treating Chronic Back Pain.Regional anesthesia and pain medicine · 2018Pooled it
- Trial
- Modifiable health-risk patterns among patients with back pain: a latent class analysis.BMC musculoskeletal disorders · 2026Observational
- Understanding the Comorbidities Among Psychiatric Disorders, Chronic Low Back Pain, and Spinal Degenerative Disease Using Observational and Genetically Informed Analyses.Biological psychiatry global open science · 2025Article
- Relevance of body weight adaptation and modern obesity-defining parameters in the analysis of isokinetic trunk strength in people with obesity - A retrospective analysis.Clinical obesity · 2025Article
- Prior therapeutic experiences and treatment expectations are differentially associated with pain-related disability in individuals with chronic pain.Scientific reports · 2025Article
- Familial effects account for association between chronic pain and past month smoking.European journal of pain (London, England) · 2024Article
- Protocol for Biospecimen Collection and Analysis Within the BACPAC Research Program.Pain medicine (Malden, Mass.) · 2023Article
- The associations of depression, anxiety, and insomnia at baseline with disability at a five-year follow-up point among outpatients with chronic low back pain: a prospective cohort study.BMC musculoskeletal disorders · 2023Article
- Associations Between Adolescent Pain and Psychopathology in the Adolescent Brain Cognitive Development (ABCD) Study.Behavior genetics · 2023Article
- Relationships among Depressive Symptoms, Body Weight, and Chronic Pain: A Cross-Sectional Analysis of the Shika Study.Behavioral sciences (Basel, Switzerland) · 2023Article
- Estimating Risk of Chronic Pain and Disability Following Musculoskeletal Trauma in the United Kingdom.JAMA network open · 2022Article
- The Flares of Low back pain with Activity Research Study (FLAReS): study protocol for a case-crossover study nested within a cohort study.BMC musculoskeletal disorders · 2022Observational
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundInconsistent associations between modifiable risk factors and chronic back pain (CBP) may be due to the inability of traditional epidemiologic study designs to properly account for an array of potential genetic and environmental confounding factors. The co-twin control research design, comparing modifiable risk factors in twins discordant for CBP, offers a unique way to remove numerous confounding factors. PURPOSE: The study aimed to examine the association of modifiable lifestyle and psychological factors with lifetime CBP. STUDY DESIGN/
settingThis is a cross-sectional co-twin control study in a nationwide sample of male twin members of the Vietnam Era Twin Registry. PATIENT SAMPLE: The sample is composed of 7,108 participants, including 1,308 monozygotic (MZ) pairs and 793 dizygotic pairs. OUTCOME MEASURE: The outcome measure is the self-reported lifetime history of CBP.
methodsLifestyle factors included body mass index (BMI), smoking history, alcohol consumption, habitual physical activity, and typical sleep duration. Psychological factors included depression (Patient Health Questionnaire-9) and posttraumatic stress disorder (PTSD) symptoms (PTSD Checklist). Covariates included age, race, education, and income. Odds ratios (ORs) and 95% confidence intervals (CI) were estimated for the association of risk factors with lifetime CBP when considering twins as individuals, and a within-pair co-twin control analysis that accounted for familial and genetic factors. Funding was through VA Grant 5IK2RX001515; there were no study-specific conflicts of interest.
resultsThe mean age of respondents was 62 years and the prevalence of lifetime CBP was 28%. All lifestyle factors were associated with CBP in the individual level analysis. However, none of these persisted in the within-pair analyses, except for severe obesity (BMI ≥35.0), which was associated with lifetime CBP in both individual-level (OR=1.6, 95% CI: 1.3-1.9) and within-pair analyses (MZ analysis: OR=3.7, 95% CI: 1.2-11.4). Symptoms of PTSD and depression were strongly associated with lifetime CBP in both the individual-level (moderate or severe depression: OR=4.2, 95% CI: 3.6-4.9, and severe PTSD: OR=4.8, 95% CI: 4.0-5.7) and within-pair (MZ) analyses (moderate or severe depression: OR=4.6, 95% CI: 2.4-8.7, and severe PTSD: OR=3.2, 95% CI: 1.6-6.5).
conclusionsMany associations between modifiable lifestyle risk factors and CBP are due to confounding by familial and genetic factors. Severe obesity, depression, and PTSD should be considered in the development of intervention strategies to reduce the prevalence of CBP.
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Registered trials
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.