Evidence map›Paper›PMID 34589756›Full record

ArticleBrain, behavior, & immunity - health2021

C-reactive protein and temperament: An instrumental variable analysis.

Ari Clemens, Pashupati P Mishra, Eirini Flouri, Terho Lehtimäki, Olli Raitakari, Liisa Keltikangas-Järvinen, Katriina Heikkilä

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Article in Brain, behavior, & immunity - health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

What it found

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Ari ClemensDepartment of Health Services Research and Policy, London School of Hygiene and Tropical Medicine, United Kingdom.
Pashupati P MishraDepartment of Clinical Chemistry Fimlab Laboratories, And Finnish Cardiovascular Research Center, Faculty of Medicine and Health Technology, Tampere University, Finland.
Eirini FlouriUCL Institute of Education, University College London, London, UK.
Terho LehtimäkiDepartment of Clinical Chemistry Fimlab Laboratories, And Finnish Cardiovascular Research Center, Faculty of Medicine and Health Technology, Tampere University, Finland.
Olli RaitakariCentre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland.
Liisa Keltikangas-JärvinenMedicum, Faculty of Medicine, University of Helsinki, Finland.
Katriina HeikkiläDepartment of Public Health Solutions, Finnish Institute for Health and Welfare, Helsinki, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTemperament is associated with circulating inflammatory biomarkers, such as C-reactive protein (CRP), which has been associated with various health conditions, including depression. This study aims to investigate whether genetic disposition for increased circulating CRP concentration may influence temperament over the life-course.

methodsUsing a longitudinal cohort that began in 1980-the Cardiovascular Risk in Young Finns Study (YFS)-we included 920 participants (59.8% female) aged 3-12 years old at baseline (childhood), and the same participants again at ages 30-39 years old (adulthood) in this study. We used both ordinary least-squares regression (OLS linear regression) and instrumental variable (IV) regression to assess associations between CRP concentration and temperament dimensions (negative emotionality, activity, and sociability). To represent genetically determined risk for increase in circulating CRP concentration, we calculated a weighted genetic risk score (GRS) which reflects risk for increased circulating CRP concentration.

resultsIn OLS linear regression analyses, we found that increased circulating CRP concentration in childhood was associated with slightly higher scores for sociability in childhood (19% increase, CI ​= ​7-32%) and adulthood (13% increase, CI ​= ​2-27%), and lower activity scores in adulthood (15% decrease, CI ​= ​3-25%). For all IV regressions, there were no apparent associations between GRS and temperament in either childhood or adulthood (all p>0.3). The Durbin-Wu-Hausman test for endogeneity produced p-values (all>0.05) that suggest there is no evidence for disagreement between the OLS and IV estimates.

conclusionsWe found no clear evidence for an association of GRS for elevated CRP with childhood or adulthood emotionality, activity, or sociability, although circulating CRP was associated with some of these traits.

Indexed as

C-reactive proteinCRPInflammationInstrument variable regressionPersonalityTemperament

Identifiers

PMID34589756
PMCPMC8474607

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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.