ArticleInternational journal of environmental research and public health2021
Multimodal Imaging Analysis Reveals Frontal-Associated Networks in Relation to Individual Resilience Strength.
Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Cognitive Reserve and Psychological Well-Being in Aging Population of Community-Dwellers in Spain.Brain and behavior · 2026Article
- Psychosocial Factors Mediate the Relationship Between Olfactory Function and Cognitive Frailty in Older Adults: A Structural Equation Modelling.Australasian journal on ageing · 2026Article
- The role of self-compassion in the relationship between resilience and negative affect.Scientific reports · 2026Article
- Gray matter volume correlates of resilience: a coordinate-based meta-analysis.Frontiers in psychology · 2026Article
- The role of attitudes towards contradiction in psychological resilience: the cortical mechanism of conflicting resolution networks.Scientific reports · 2024Article
- The effect of age and resilience on the dose-response function between the number of adversity factors and subjective well-being.Frontiers in psychology · 2024Article
- The Mediating Role of Brain Structural Imaging Markers in Connecting Adverse Childhood Experiences and Psychological Resilience.Children (Basel, Switzerland) · 2023Article
- Factors associated with changes in psychological resilience of older adults with mild cognitive impairment during the COVID-19 pandemic.Frontiers in aging neuroscience · 2023Article
- Psychological resilience mediates the association of the middle frontal gyrus functional connectivity with sleep quality.Brain imaging and behavior · 2022Article
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Authors and funding
3 authors.
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Abstract
Psychological resilience is regarded as a critical protective factor for preventing the development of mental illness from experienced adverse events. Personal strength is one key element of resilience that reflects an individual's reactions to negative life events and is crucial for successful adaptation. Previous studies have linked unimodal imaging measures with resilience. However, applying multimodal imaging measures could provide comprehensive organization information at the system level to examine whether an individual's resilience strength is reflected in the brain's structural and functional network. In this study, MRI was used to acquire multimodal imaging properties and subscales of personal strength in terms of resilience from 109 participants (48 females and 61 males). We employed a method of fusion independent component analysis to link the association between multimodal imaging components and personal strength of psychological resilience. The results reveal that a fusion component involving multimodal frontal networks in connecting with the parietal, occipital, and temporal regions is associated with the resilience score for personal strength. A multiple regression model further explains the predictive role of frontal-associated regions that cover a visual-related network regulating cognition and emotion to discern the perceived adverse experience. Overall, this study suggests that frontal-associated regions are related to individual resilience strength.
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