The impact of familial risk and early life adversity on emotion and reward processing networks in youth at-risk for bipolar disorder
RESEARCH ARTICLE
The impact of familial risk and early life
adversity on emotion and reward processing
networks in youth at-risk for bipolar disorder
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Lindsay C. Hanford ID1*, Kristen Eckstrand1, Anna Manelis1, Danella M. Hafeman1,
John Merranko1, Cecile D. Ladouceur1, Simona Graur1, Alicia McCaffrey1, Kelly Monk1,
Lisa K. Bonar1, Mary Beth Hickey1, Tina R. Goldstein1, Benjamin I. Goldstein2,3,
David Axelson4, Genna Bebko1, Michele A. Bertocci1, Mary Kay Gill1, Boris Birmaher1,
Mary L. Phillips1
1 Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of
Pittsburgh, Pittsburgh, Pennsylvania, United States of America, 2 Psychiatry, Sunnybrook Health
Sciences Centre, Toronto, Canada, 3 Pharmacology and Toxicology, University of Toronto, Toronto,
Canada, 4 Nationwide Children’s Hospital and The Ohio State College of Medicine, Columbus, Ohio,
United States of America
*
OPEN ACCESS
Citation: Hanford LC, Eckstrand K, Manelis A,
Hafeman DM, Merranko J, Ladouceur CD, et al.
(2019) The impact of familial risk and early life
adversity on emotion and reward processing
networks in youth at-risk for bipolar disorder. PLoS
ONE 14(12): e0226135. https://doi.org/10.1371/
journal.pone.0226135
Editor: Raoul Belzeaux, Assistance Publique
Hopitaux de Marseille, FRANCE
Received: February 3, 2019
Accepted: November 20, 2019
Published: December 12, 2019
Copyright: © 2019 Hanford et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: The data used to
support the findings of this study are restricted by
The Human Research Protection Office at the
University of Pittsburgh on regulations regarding
confidentiality. In order to gain access to deidentified human subject data from this project,
outside investigators can submit a request to Mary
L Phillips (), who is the
principal investigator on the NIMH-funded grant
that support the current study or Richelle Stiffler
().
Abstract
A recently developed risk calculator for bipolar disorder (BD) accounts for clinical and parental psychopathology. Yet, it is understood that both familial predisposition and early life
adversity contribute to the development of BD. How the interplay between these two factors
influence emotion and reward processing networks in youth at risk for BD remains unclear.
In this exploratory analysis, offspring of BD parents performed emotion and reward processing tasks while undergoing a fMRI scan. Risk calculator score was used to assess risk for
developing BD in the next 5 years. Environmental risk was tabulated using the Stressful Life
Events Schedule (SLES). Emotion and reward processing networks were investigated for
genetic and/or environment interactions. Interaction effects were found between risk calculator scores, negative SLES score and activity in right amygdala and bilateral fusiform gyri
during the emotion processing task, as well as activity in the fronto-, striatal, and parietal
regions during the reward processing task. Our findings are preliminary; however, they support the unique and interactive contributions of both familial and environmental risk factors
on emotion and reward processing within OBP. They also identify potential neural targets to
guide development of interventions for youth at greatest risk for psychiatric disorders.
Introduction
Neurodevelopmental models for Bipolar Disorder (BD) posit the involvement of both genetic
predisposition, such as having a parent diagnosed with BD, and life stressors, such as early life
adversity [1]. The interplay between these two factors results in a variety of epigenetic changes
that impact different neurodevelopmental processes. These include altered hypothalamic-pituitary-adrenal axis activity [2, 3], altered immunological response [4, 5], and altered
PLOS ONE | https://doi.org/10.1371/journal.pone.0226135 December 12, 2019
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Impact of adversities on functional networks in at-risk youth
Funding: This research was supported by NIH R01
MH060952-12S1 (Birmaher, Axelson, Phillips), and
R01 MH073953 (Birmaher, Phillips), and the
Pittsburgh Foundation (Phillips). Funding had no
role in study design, data collection and analysis,
decision to publish, or preparation of the
manuscript.
Competing interests: The authors have declared
that no competing interests exist.
Abbreviations: ACC, anterior cingulate cortex; BD,
bipolar disorder; dlPFC, dorsolateral prefrontal
cortex; HCO, healthy control offspring; mPFC,
medial prefrontal cortex; nSLES, negative stressful
life events schedule; OBP, offspring of bipolar
parents; OFC, orbitofrontal cortex; SLEs, stressful
life events; VS, ventral striatum; vlPFC, ventrolateral
prefrontal cortex.
development of emotion and reward processing circuitry [6–8]. Repeated exposure to stress
may worsen emotional and behavioral problems in youth, and predispose to development of
psychiatric disorders such as BD [9–11]. Mood symptoms in BD are thought to be a function
of dysregulation within emotion and reward processing networks [7, 8, 12, 13]. A better understanding of the unique contributions and interplay between genetic and environmental risk
factors on the development of emotion and reward processing networks may thus help to
identify specific neural mechanisms associated with each of these influences, and, in turn,
yield neural targets to guide preventative strategies and targeted interventions for youth at the
greatest risk of future psychiatric disorders.
BD has one of the highest heritability rates among psychiatric disorders [14–17]. Offspring
of parents diagnosed with BD (OBP) have a tenfold increased risk for developing BD across
their lifetime relative to individuals without a family history of BD [17–19]. Moreover, those
who develop psychopathology early on are more likely to develop BD in the future [20–23]. A
recently developed predictive risk calculator supports this idea by showing good discrimination (AUC 0.76) for the 5-year outcome of those OBP who would go on to develop BD [20].
Here, the greatest predictor of future BD in OBP was parental age at onset of mood symptoms
[20], highlighting that both genetic risk and early onset of BD in the parent are important risk
factors contributing to the development of BD in offspring.
Dysregulation within emotion and reward processing networks are thought to underlie
mood symptoms in BD [7, 8, 12, 13]. As such, these networks would be among the best avenues for exploring the underlying architecture for the development of BD. In the emotion processing network, the amygdala plays a central role for the detection of emotional cues [24–26].
The medial prefrontal cortex (mPFC) and insula are important for subjective salience and
value assignment, the dorsolate (...truncated)