Psychological Medicine
cambridge.org/psm
Original Article
Cite this article: Park HRP, Chilver MR,
Montalto A, Jamshidi J, Schofield PR, Williams
LM, Gatt JM (2021). Associations between
mental wellbeing and fMRI neural bases
underlying responses to positive emotion in a
twin sample. Psychological Medicine 1–9.
https://doi.org/10.1017/S0033291721002695
Received: 23 September 2020
Revised: 7 May 2021
Accepted: 14 June 2021
Key words:
emotion; faces; fMRI; happy; heritability; twins;
wellbeing
Author for correspondence:
Haeme R.P. Park,
E-mail: h.park@neura.edu.au
© The Author(s), 2021. Published by
Cambridge University Press
Associations between mental wellbeing and
fMRI neural bases underlying responses to
positive emotion in a twin sample
Haeme R.P. Park
1,2
, Miranda R. Chilver
1,2
, Arthur Montalto
1,2
,
Javad Jamshidi
1,2
, Peter R. Schofield
1,3
, Leanne M. Williams
4
and Justine M. Gatt
1,2
1
Neuroscience Research Australia, Sydney, NSW, Australia;
2
School of Psychology, University of New South Wales,
Sydney, NSW, Australia;
3
School of Medical Science, University of New South Wales, Sydney, NSW, Australia and
4
Psychiatry and Behavioral Sciences, Stanford School of Medicine, Stanford University, Stanford, California, USA
Abstract
Background. Although mental wellbeing has been linked with positive health outcomes,
including longevity and improved emotional and cognitive functioning, studies examining
the underlying neural mechanisms of both subjective and psychological wellbeing have
been sparse. We assessed whether both forms of wellbeing are associated with neural activity
engaged during positive and negative emotion processing and the extent to which this asso-
ciation is driven by genetics or environment.
Methods. We assessed mental wellbeing in 230 healthy adult monozygotic and dizygotic
twins using a previously validated questionnaire (COMPAS-W) and undertook functional
magnetic resonance imaging during a facial emotion viewing task. We used linear mixed
models to analyse the association between COMPAS-W scores and emotion-elicited neural
activation. Univariate twin modelling was used to evaluate heritability of each brain region.
Multivariate twin modelling was used to compare twin pairs to assess the contributions of
genetic and environmental factors to this association.
Results. Higher levels of wellbeing were associated with greater neural activity in the dorso-
lateral prefrontal cortex, localised in the right inferior frontal gyrus (IFG), in response to posi-
tive emotional expressions of happiness. Univariate twin modelling showed activity in the IFG
to have 20% heritability. Multivariate twin modelling suggested that the association between
wellbeing and positive emotion-elicited neural activity was driven by common variance from
unique environment (r = 0.208) rather than shared genetics.
Conclusions. Higher mental wellbeing may have a basis in greater engagement of prefrontal
neural regions in response to positive emotion, and this association may be modifiable by
unique life experiences.
Introduction
Although many psychological factors have been established as contributing to optimal mental
health (including purpose in life, autonomy, positive affect; Keyes, 2007), we lack knowledge
regarding the underlying neurobiological mechanisms by which such factors relate to well-
being, which is comprised of two distinct, yet correlated, sub-constructs: subjective and psy-
chological wellbeing. Subjective wellbeing relates to factors such as happiness, positive affect
and life satisfaction, while psychological wellbeing refers to personal attributes such as auton-
omy, mastery, self-acceptance and finding a meaningful life purpose (Diener, Suh, Lucas, &
Smith, 1999; Ryff & Singer, 2008). Although both sub-constructs have been extensively linked
to positive outcomes such as decreased physical illness, greater work productivity and superior
psychosocial functioning (e.g. Steptoe, Deaton, & Stone, 2015), they have often been examined
independently of one another. However, it has been shown that they both contribute import-
ant and unique variance to total wellbeing (Henderson & Knight, 2012; Keyes & Annas, 2009),
highlighting the importance of examining both aspects of wellbeing as one composite
construct.
Reappraisal of emotional information is considered to be an important determinant of
mental health outcomes including wellbeing (Davidson, 2004). Despite multiple behavioural
studies showing an association between wellbeing and reaction time or accuracy to emotional
stimuli, the corresponding evidence using neuroimaging methods is sparser and somewhat
contradictory. In those neuroimaging studies available, wellbeing is usually only measured
using subjective wellbeing or psychological wellbeing measures, but rarely both. Moreover,
understanding whether the association between wellbeing and emotion processing is driven
by genetics or environment (as can be evaluated using twin studies) would assist in
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