Evidence map›Paper›PMID 41486957›Full record

ArticleJournal of child psychology and psychiatry, and allied disciplines2026

The nature and nurture of primary and secondary callous-unemotional traits: evidence from two independent twin samples.

Rachel C Tomlinson, Patrizia Pezzoli, Essi Viding, Stephane A De Brito, Kelly L Klump, S Alexandra Burt, Luke W Hyde

Abstract readTwin Study
In one paragraph

Article in Journal of child psychology and psychiatry, and allied disciplines, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Rachel C Tomlinson *Department of Psychology, University of Michigan, Ann Arbor, MI, USA.ORCID 0000-0003-4349-0081
Patrizia Pezzoli *Division of Psychology and Language Sciences, University College London, London, UK.ORCID 0000-0002-2425-5249
Essi VidingDivision of Psychology and Language Sciences, University College London, London, UK.ORCID 0000-0001-8468-8874
Stephane A De BritoSchool of Psychology, University of Birmingham, Birmingham, UK.ORCID 0000-0002-9082-6185
Kelly L KlumpDepartment of Psychology, Michigan State University, East Lansing, MI, USA.ORCID 0000-0003-1790-9264
S Alexandra BurtDepartment of Psychology, Michigan State University, East Lansing, MI, USA.
Luke W HydeDepartment of Psychology, University of Michigan, Ann Arbor, MI, USA.ORCID 0000-0002-5947-7896

Funding

Translational Epidemiology - Training for Research on Aging and Chronic diseaseT32AG049663 · NIA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Elizabeth Rose Mayeda, Mark J Pletcher · 2016 to 2026
$5.8M
British Academy SRG2223\231404Economic and Social Research Council ES/V003526/1Eunice Kennedy Shriver National Institute of Child Health and Human Development R01-HD066040Medical Research Council MR/V012878/1National Science Foundation DGE 1256260NIA NIH HHS T32AG049663NIMH NIH HHS R01-MH081813UK Research and Innovation MR/V033905/1UK Research and Innovation MR/W002485/1
6 · The paper itself

Abstract

backgroundCallous-unemotional (CU) traits identify youth with more severe and chronic trajectories of conduct problems. However, the etiology of CU traits may be heterogeneous, undermining the search for effective treatments. The level of co-occurring anxiety has been used to identify "primary" (lower anxiety) versus "secondary" (higher anxiety) variants of CU traits. The primary variant has been hypothesized to emerge from strong genetic influence and secondary variants as an adaptation to adversity, such as exposure to childhood maltreatment. However, little research has tested this hypothesis directly.

methodsWe examined whether anxiety moderates the etiology of CU traits to determine whether this phenotypic feature can help distinguish CU traits with stronger genetic or environmental risk. In two population-based twin cohorts (initial sample: N = 1,196, aged 6-11, oversampled for exposure to neighborhood disadvantage; follow-up sample: N = 13,486, age 7), we used genotype-by-environment interaction twin modeling to examine if parent-reported child anxiety moderated the etiology of concurrent parent-reported child CU traits.

resultsAnxiety moderated the etiology of CU traits across both samples, such that nonshared environmental influences increased as anxiety increased. Additionally, in the larger sample, genetic influences decreased with increasing anxiety.

conclusionsThese findings support theories suggesting that co-occurring anxiety may distinguish CU traits with different origins: CU traits with higher anxiety appear more influenced by nonshared environmental factors-potentially including adversity-and may show weaker genetic influence. Assessing for co-occurring child anxiety is likely important for diagnosing and personalizing treatments among children with CU traits.

Indexed as

AnxietyConduct DisorderEmpathyGene-Environment InteractionChildFemaleHumansMaleanxietybehavior geneticsCallous–unemotional traitsgenotype‐environment interactiontwin study

Identifiers

PMID41486957
PMCPMC13170624

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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.