ArticleNeuroImage2021
The longitudinal stability of fMRI activation during reward processing in adolescents and young adults.
Article in NeuroImage, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed.
- Low Emotional Awareness and Altered Frontostriatal Functional Connectivity During Reward Processing Prospectively Predict Depressive Symptoms in At-Risk Youth.Journal of child and adolescent psychopharmacology · 2026Article
- Neural response to reward as a potential pathway from inflammation to anhedonia in adolescents at risk for depression.Brain, behavior, & immunity - health · 2026Article
- Anterior insula reactivity to loss moderates the association between trait impulsivity and future suicidal ideation in adolescents.Developmental cognitive neuroscience · 2026Article
- Precision Imaging for Intraindividual Investigation of the Reward Response.Human brain mapping · 2026Article
- Psychotic-like experiences in adolescents enriched for high-risk for developing severe mental illness: change over two-years and associations with neural reward processing and affective symptoms.European archives of psychiatry and clinical neuroscience · 2026Article
- Identifying neural mediators and cultural moderators of the association between discrimination and depression among Mexican American youth.Scientific reports · 2025Article
- Longitudinal stability of mood-related resting-state networks in youth with symptomatic bipolar-I/II disorder.Translational psychiatry · 2025Article
- Relevance of Probabilistic Reversal Learning for Adolescent Drinking Trajectories.Addiction biology · 2025Article
- Sex-Specific Vulnerability to Externalizing Problems: Sensitivity to Early Stress and Nucleus Accumbens Activation Over Adolescence.Biological psychiatry · 2025Article
- Two-year trajectories of anhedonia in adolescents at transdiagnostic risk for severe mental illness: Association with clinical symptoms and brain-symptom links.Journal of psychopathology and clinical science · 2024Article
- Neuroticism/Negative Emotionality Is Associated with Increased Reactivity to Uncertain Threat in the Bed Nucleus of the Stria Terminalis, Not the Amygdala.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024Article
- Neuroticism/negative emotionality is associated with increased reactivity to uncertain threat in the bed nucleus of the stria terminalis, not the amygdala.bioRxiv : the preprint server for biology · 2024Article
- Annual Research Review: Puberty and the development of anhedonia - considering childhood adversity and inflammation.Journal of child psychology and psychiatry, and allied disciplines · 2024Review
- Anhedonia in adolescents at transdiagnostic familial risk for severe mental illness: Clustering by symptoms and mechanisms of association with behavior.Journal of affective disorders · 2024Article
- Impact of analytic decisions on test-retest reliability of individual and group estimates in functional magnetic resonance imaging: A multiverse analysis using the monetary incentive delay task.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Multi-scale asynchronous correlation and 2D convolutional autoencoder for adolescent health risk prediction with limited fMRI data.Frontiers in computational neuroscience · 2024Article
- From Classical Methods to Generative Models: Tackling the Unreliability of Neuroscientific Measures in Mental Health Research.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2023Review
- Sex differences in emotion- and reward-related neural responses predicting increases in substance use in adolescence.Behavioural brain research · 2023Article
- Splitting the reward: Differences in inflammatory marker associations with neural connectivity between reward anticipation and reward outcome in adolescents at high risk for depression.Journal of affective disorders · 2023Article
- Reliability and stability challenges in ABCD task fMRI data.NeuroImage · 2022Article
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8 authors.
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Abstract
backgroundThe use of functional neuroimaging has been an extremely fruitful avenue for investigating the neural basis of human reward function. This approach has included identification of potential neurobiological mechanisms of psychiatric disease and examination of environmental, experiential, and biological factors that may contribute to disease risk via effects on the reward system. However, a central and largely unexamined assumption of much of this research is that neural reward function is an individual difference characteristic that is relatively stable and trait-like over time.
methodsIn two independent samples of adolescents and young adults studied longitudinally (Ns = 145 & 139, 100% female and 100% male, ages 15-21 and 20-22, 2-4 scans and 2 scans respectively), we tested within-person stability of reward-task BOLD activation, with a median of 1 and 2 years between scans. We examined multiple commonly used contrasts of active states and baseline in both the anticipation and feedback phases of a card-guessing reward task. We examined the effects of cortical parcellation resolution, contrast, network (reward regions and resting-state networks), region-size, and activation strength and variability on the stability of reward-related activation.
resultsIn both samples, contrasts of an active state relative to a baseline were more stable (ICC: intra-class correlation; e.g., Win>Baseline; mean ICC = 0.13 - 0.33) than contrasts of two active states (e.g., Win>Loss; mean ICC = 0.048 - 0.05). Additionally, activation in reward regions was less stable than in many non-task networks (e.g., dorsal attention), and activation in regions with greater between-subject variability showed higher stability in both samples.
conclusionsThese results show that some contrasts from functional neuroimaging activation during a card guessing reward task have partially trait-like properties in adolescent and young adult samples over 1-2 years. Notably, results suggest that contrasts intended to map cognitive function and show robust group-level effects (i.e. Win > Loss) may be less effective in studies of individual differences and disease risk. The robustness of group-level activation should be weighed against other factors when selecting regions of interest in individual difference fMRI studies.
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