Evidence map›Paper›PMID 28225781›Full record

ArticlePloS one2017

Chronic pain, depression and cardiovascular disease linked through a shared genetic predisposition: Analysis of a family-based cohort and twin study.

Oliver van Hecke, Lynne J Hocking, Nicola Torrance, Archie Campbell, Sandosh Padmanabhan, David J Porteous, Andrew M McIntosh, Andrea V Burri, Haruka Tanaka, Frances M K Williams and 1 more

Open access · goldAbstract readTwin Study
In one paragraph

Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed
10.3field-weighted citation impact, top 1% of its field
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

47 citing papers in PubMed, 146 citations in OpenAlex.

  1. Trial
  2. Article
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  4. Review
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  8. Article
  9. Phenotyping Chronic Pain and Neuropathic Pain in Population Studies.European journal of pain (London, England) · 2025
    Review
  10. Observational
  11. Article
  12. Article
  13. Article
  14. Article
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  16. The relationship between chronic diseases and the intensity and duration of low back pain.European journal of physical and rehabilitation medicine · 2024
    Observational
  17. Article
  18. Review
  19. Article
  20. 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

11 authors at 5 institutions in 4 countries.

Oliver van HeckeDivision of Population Health Sciences, School of Medicine, University of Dundee, Dundee, United Kingdom.ORCID http://orcid.org/0000-0002-6229-5057
Lynne J HockingInstitute of Medical Sciences, University of Aberdeen, Aberdeen, United Kingdom.
Nicola TorranceDivision of Population Health Sciences, School of Medicine, University of Dundee, Dundee, United Kingdom.ORCID http://orcid.org/0000-0002-7856-7408
Archie CampbellGeneration Scotland, Centre for Genomics and Experimental Medicine, Institute of Genetics & Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.ORCID http://orcid.org/0000-0003-0198-5078
Sandosh PadmanabhanGeneration Scotland, Centre for Genomics and Experimental Medicine, Institute of Genetics & Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.
David J PorteousGeneration Scotland, Centre for Genomics and Experimental Medicine, Institute of Genetics & Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.
Andrew M McIntoshGeneration Scotland, Centre for Genomics and Experimental Medicine, Institute of Genetics & Molecular Medicine, University of Edinburgh, Edinburgh, United Kingdom.ORCID http://orcid.org/0000-0002-0198-4588
Andrea V BurriInstitute of Psychology, University of Zurich, Zurich, Switzerland.
Haruka TanakaMie Prefectural College of Nursing, Tsu, Mie, Japan.
Frances M K WilliamsDept of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom.
Blair H SmithDivision of Population Health Sciences, School of Medicine, University of Dundee, Dundee, United Kingdom.ORCID http://orcid.org/0000-0002-5362-9430
Edinburgh Genomics · GBUniversity of Dundee · GBKing's College London · GBMie Prefectural College Of Nursing · JPUniversity of Aberdeen · GB

Funding

Chief Scientist Office CZD/16/6/4Medical Research Council MR/K026992/1Versus Arthritis 20682Wellcome Trust 104036
6 · The paper itself

Abstract

backgroundDepression and chronic pain are the two most important causes of disability (Global Burden of Disease Study 2013). They occur together more frequently than expected and both conditions have been shown to be co-morbid with cardiovascular disease. Although shared socio-demographic risk factors (e.g. gender, deprivation) might explain the co-morbidity of these three conditions, we hypothesised that these three long-term, highly prevalent conditions co-occur and may be due to shared familial risk, and/or genetic factors. METHODS AND

findingsWe employed three different study designs in two independent cohorts, namely Generation Scotland and TwinsUK, having standardised, validated questionnaire data on the three traits of interest. First, we estimated the prevalence and co-occurrence of chronic pain, depression and angina among 24,024 participants of a population-based cohort of extended families (Generation Scotland: Scottish Family Health Study), adjusting for age, gender, education, smoking status, and deprivation. Secondly, we compared the odds of co-morbidity in sibling-pairs with the odds in unrelated individuals for the three conditions in the same cohort. Lastly, examination of similar traits in a sample of female twins (TwinsUK, n = 2,902), adjusting for age and BMI, allowed independent replication of the findings and exploration of the influence of additive genetic (A) factors and shared (C) and non-shared (E) environmental factors predisposing to co-occurring chronic widespread pain (CWP) and cardiovascular disease (hypertension, angina, stroke, heart attack, elevated cholesterol, angioplasty or bypass surgery). In the Generation Scotland cohort, individuals with depression were more than twice as likely to have chronic pain as those without depression (adjusted OR 2·64 [95% CI 2·34-2·97]); those with angina were four times more likely to have chronic pain (OR 4·19 [3·64-4·82]); those with depression were twice as likely to have angina (OR 2·20 [1·90-2·54]). Similar odds were obtained when the outcomes and predictors were reversed and similar effects seen among sibling pairs; depression in one sibling predicted chronic pain in the other (OR 1·34 [1·05-1·71]), angina predicted chronic pain in the other (OR 2·19 [1·63-2·95]), and depression, angina (OR 1·98 [1·49-2·65]). Individuals with chronic pain and angina showed almost four-fold greater odds of depression compared with those manifesting neither trait (OR 3·78 [2·99-4·78]); angina showed seven-fold increased odds in the presence of chronic pain and depression (OR 7·76 [6·05-9·95]) and chronic pain nine-fold in the presence of depression and angina (OR 9·43 [6·85-12·98]). In TwinsUK, the relationship between CWP and depression has been published (R = 0.34, p<0.01). Considering the CWP-cardiovascular relationship, the most suitable model to describe the observed data was a combination of A, C and E, with a small but significant genetic predisposition, shared between the two traits (2·2% [95% CI 0·06-0·23]).

conclusionWe found an increased co-occurrence of chronic pain, depression and cardiovascular disease in two independent cohorts (general population-based cohort, twins cohort) suggesting a shared genetic contribution. Adjustment for known environmental influences, particularly those relating to socio-economic status (Generation Scotland: age, gender, deprivation, smoking, education; Twins UK: age,BMI) did not explain the relationship observed between chronic pain, depression and cardiovascular disease. Our findings from two independent cohorts challenge the concept of traditional disease boundaries and warrant further investigation of shared biological mechanisms.

Indexed as

Genetic Predisposition to DiseaseAdultAgedAngina PectorisChronic PainCohort StudiesComorbidityDepressive DisorderDiseases in TwinsFemaleHumansMaleMiddle AgedPain MeasurementPrevalenceSurveys and Questionnaires

Identifiers

PMID28225781
PMCPMC5321424
OpenAlexW2589669225

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.