ArticleThe journal of headache and pain2023
Exploring the bidirectional relationship between pain and mental disorders: a comprehensive Mendelian randomization study.
Article in The journal of headache and pain, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 4 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.
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Who cites it
63 citing papers in PubMed, 4 syntheses or guidelines pooled it, 89 citations in OpenAlex.
- Bidirectional Mendelian Randomization and Colocalization Study of Memory B Cells and Major Depressive Disorder.Current medical science · 2026Pooled it
- Efficacy of psychological interventions versus standard care for cancer pain: a systematic review and meta-analysis.Frontiers in psychiatry · 2026Pooled it
- Study on the causality of cathepsin on autoimmune diseases and cancer: evidence from mendelian randomization analysis.Archives of dermatological research · 2024Pooled it
- Associations between lifestyle-related risk factors and back pain: a systematic review and meta-analysis of Mendelian randomization studies.BMC musculoskeletal disorders · 2024Pooled it
- Menstrual Pain Management, School Absenteeism and Educational Performance Among Adolescent Students: Cross-Sectional Mixed-Methods Analysis Nested Within a Cluster Randomised Trial.BJOG : an international journal of obstetrics and gynaecology · 2026Trial
- Effect of a Healing Program Using Marine Resources on Reducing Pain and Improving Physical Function in Patients with Non-Specific Chronic Low Back Pain: A Randomized Controlled Trial Study.Medicina (Kaunas, Lithuania) · 2025Trial
- Assessing Functional Limitations in Workers with a Common Mental Disorder or a Musculoskeletal Disorder: A Scoping Review of Questionnaires.Journal of occupational rehabilitation · 2026Article
- Unraveling the Genetic Basis of Self-Harm Phenotypes: New Perspectives on Its Links to Depression and Chronic Pain.Biological psychiatry global open science · 2026Article
- Opioidergic modulation of stress-induced hyperalgesia in adult zebrafish.Journal of neural transmission (Vienna, Austria : 1996) · 2026Article
- Relationship among symptoms of anxiety, psychosomatic, and coping in adults with rheumatoid arthritis.Scientific reports · 2026Article
- White matter microstructure of sensorimotor projection fibers in chronic low back pain.Pain reports · 2026Article
- Diagnostic sequence of chronic pain and severe mental illness: Relationship with mental health and hospitalization outcomes.British journal of pain · 2026Article
- The association between quality of life, anxiety and depression, and residual limb and phantom limb pain in war-related amputees: a year-long observational study.EClinicalMedicine · 2026Article
- Article
- Sex Differences and Psychological Assessments in Chronic Pain: A Systematic Review and Meta-Analysis.Clinical neuropsychiatry · 2026Article
- The Link Between Depression, Analgesia Usage and Function in Osteoarthritis: A Propensity Score-Matched Analysis from the Osteoarthritis Initiative Cohort.Bioengineering (Basel, Switzerland) · 2026Article
- Causal Effects of Atrial Fibrillation and Warfarin Use on Osteoporosis Risk: A Two-Sample Mendelian Randomization Analysis.International journal of genomics · 2026Article
- A Comprehensive Mendelian Randomization Study of Bidirectional Causal Relationships Between Pain and Mental Disorders.Journal of pain research · 2026Article
- Recent progress in chronic pain-related negative emotions and cognitive dysfunction: insights into the mechanisms underlying neural circuitry.Frontiers in cellular neuroscience · 2026Review
- Inflammatory Cytokine-Mediated Interactions Between Pain and Insomnia: Mechanisms and Therapeutic Implications.Journal of pain research · 2026Review
3 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
10 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe close relationship between pain and mental health problems is well-known, and psychological intervention can provide an effective alternative to medication-based pain relief. However, previous studies on the connection between pain and psychological problems, the findings thus far have been inconclusive, limiting the potential for translating psychological interventions into clinical practice. To complement the gap, this study utilized genetic data and Mendelian randomization (MR) to examine the potential relationship between pain in different parts and common mental disorders.
methodsBased on the instrumental variables selected from the Genome-wide association study summary statistics of localized pain and mental disorders, we conducted bidirectional two-sample MR analyses to infer bidirectional causal associations between pain and mental disorders. The inverse-variance weighted MR method and MR-Egger were used as the primary statistical method according to the horizontal pleiotropy and heterogeneity level. We reported the odds ratio to infer the causal effect between pain and mental disorders. F statistic was calculated to measure the statistical efficacy of the analyses.
resultsInsomnia is causally related to the genetic susceptibility of multisite pain including head (OR = 1.09, 95% CI: 1.06-1.12), neck/shoulder (OR = 1.12, 95% CI: 1.07-1.16), back (OR = 1.12, 95% CI: 1.07-1.18) and hip (OR = 1.08, 95% CI: 1.05-1.10). Reversely, headache (OR = 1.14, 95% CI: 1.05-1.24), neck/shoulder pain (OR = 1.95, 95% CI: 1.03-3.68), back pain (OR = 1.40, 95% CI: 1.22-1.60), and hip pain (OR = 2.29, 95% CI: 1.18-4.45) promote the genetic liability of insomnia. Depression is strongly associated with the predisposition of multisite pain including headache (OR = 1.28, 95% CI: 1.08-1.52), neck/shoulder pain (OR = 1.32, 95% CI: 1.16-1.50), back pain (OR = 1.35, 95% CI: 1.10-1.66) and stomach/abdominal pain (OR = 1.14, 95% CI: 1.05-1.25), while headache (OR = 1.06, 95% CI: 1.03-1.08), neck/shoulder (OR = 1.09, 95% CI: 1.01-1.17), back (OR = 1.08, 95% CI: 1.03-1.14), and stomach/abdominal pain (OR = 1.19, 95% CI: 1.11-1.26) are predisposing factors for depression. Additionally, insomnia is associated with the predisposition of facial, stomach/abdominal, and knee pain, anxiety was associated with the predisposition of neck/shoulder and back pain, while the susceptibilities of hip and facial pain are influenced by depression, but these associations were unidirectional.
conclusionsOur results enhance the understanding of the complex interplay between pain and mental health and highlight the importance of a holistic approach to pain management that addresses both physical and psychological factors.
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