Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2020 Jan;61(1):30-39.
doi: 10.1111/jcpp.13113. Epub 2019 Sep 20.

The p factor: genetic analyses support a general dimension of psychopathology in childhood and adolescence

Affiliations

The p factor: genetic analyses support a general dimension of psychopathology in childhood and adolescence

Andrea G Allegrini et al. J Child Psychol Psychiatry. 2020 Jan.

Abstract

Background: Diverse behaviour problems in childhood correlate phenotypically, suggesting a general dimension of psychopathology that has been called the p factor. The shared genetic architecture between childhood psychopathology traits also supports a genetic p. This study systematically investigates the manifestation of this common dimension across self-, parent- and teacher-rated measures in childhood and adolescence.

Methods: The sample included 7,026 twin pairs from the Twins Early Development Study (TEDS). First, we employed multivariate twin models to estimate common genetic and environmental influences on p based on diverse measures of behaviour problems rated by children, parents and teachers at ages 7, 9, 12 and 16 (depressive traits, emotional problems, peer problems, autism traits, hyperactivity, antisocial behaviour, conduct problems and psychopathic tendencies). Second, to assess the stability of genetic and environmental influences on p across time, we conducted longitudinal twin modelling of the first phenotypic principal components of childhood psychopathological measures across each of the four ages. Third, we created a genetic p factor in 7,026 unrelated genotyped individuals based on eight polygenic scores for psychiatric disorders to estimate how a general polygenic predisposition to mostly adult psychiatric disorders relates to childhood p.

Results: Behaviour problems were consistently correlated phenotypically and genetically across ages and raters. The p factor is substantially heritable (50%-60%) and manifests consistently across diverse ages and raters. However, residual variation in the common factor models indicates unique contributions as well. Genetic correlations of p components across childhood and adolescence suggest stability over time (49%-78%). A polygenic general psychopathology factor derived from studies of psychiatric disorders consistently predicted a general phenotypic p factor across development (0.3%-0.9%).

Conclusions: Diverse forms of psychopathology generally load on a common p factor, which is highly heritable. There are substantial genetic influences on the stability of p across childhood. Our analyses indicate genetic overlap between general risk for psychiatric disorders in adulthood and p in childhood, even as young as age 7. The p factor has far-reaching implications for genomic research and, eventually, for diagnosis and treatment of behaviour problems.

Keywords: Childhood psychopathology; behavioural genetics; genomics.

PubMed Disclaimer

Figures

Figure 1
Figure 1
Common pathway twin models of p (parent rated) at ages 7, 9, 12 and 16
Figure 2
Figure 2
Additive genetic influences on parent‐rated p across age, derived from longitudinal twin model‐fitting (Cholesky decomposition)
Figure 3
Figure 3
Prediction of phenotypic p with polygenic p by ages and raters. Note: Error bars represent ± 1 standard error

References

    1. Angold, A. , Costello, E.J. , Messer, S.C. , & Pickles, A. (1995). The development of a Questionnaire for use in epidemiological studies of depression in children and adolescents. International Journal of Methods in Psychiatric Research, 5, 237–249.
    1. Baron-Cohen, S. , Wheelwright, S. , Skinner, R. , Martin, J. , & Clubley, E. (2001). The autism-spectrum quotient (AQ): Evidence from Asperger syndrome/high-functioning autism, males and females, scientists and mathematicians. Journal of Autism and Developmental Disorders, 31, 5–17. 10.1023/A:1005653411471. - DOI - PubMed
    1. Bartels, M. , Boomsma, D.I. , Hudziak, J.J. , Rietveld, M.J.H. , van Beijsterveldt, T.C.E.M. , & van den Oord, E.J.C.G. (2004). Disentangling genetic, environmental, and rater effects on internalizing and externalizing problem behavior in 10‐year‐old twins. Twin Research, 7, 162–175. - PubMed
    1. Brikell, I. , Larsson, H. , Lu, Y. , Pettersson, E. , Chen, Q. , Kuja‐Halkola, R. , … & Martin, J. (2017). The contribution of common genetic risk variants for ADHD to a general factor of childhood psychopathology. BioRxiv. - PMC - PubMed
    1. Caspi, A. , Houts, R.M. , Belsky, D.W. , Goldman‐Mellor, S.J. , Harrington, H. , Israel, S. , … & Moffitt, T.E. (2014). The p factor: One General psychopathology factor in the structure of psychiatric disorders? Clinical Psychological Science, 2, 119–137. - PMC - PubMed

Publication types