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. 2025 Apr 12;15(1):12623.
doi: 10.1038/s41598-025-85989-x.

Neurobiological correlates of personality dimensions in borderline personality disorder using graph analysis of functional connectivity

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Neurobiological correlates of personality dimensions in borderline personality disorder using graph analysis of functional connectivity

Francesca D'Adda et al. Sci Rep. .

Abstract

Borderline personality disorder (BPD) is is a type B personality disorder primarily characterized by a pattern of unstable interpersonal relationships, a distorted self-concept, and intense emotional reactions, associated with extreme and opposing mental and behavioral states, which coexist and lead to destructive behaviors such as self-harm, commonly recurring over time.. The Personality Inventory for the Diagnostic and Statistical Manual of Mental Disorders (DSM), Fifth Edition (PID-5) provides a dimensional assessment of maladaptive domains associated with personality disorders, improving the understanding of their complex clinical presentations. While altered brain functional connectivity (FC) has been reported in BPD, neurobiological-clinical correlations remain debated. This study explores the relationship between the personality dimensions of BPD and resting-state fMRI (rs-fMRI) FC. Twenty-eight patients with BPD (6M/22F, 23.7 ± 3.4 years) and twenty-eight matched healthy controls (6M/22F, 24.3 ± 2.8 years) underwent a psychiatric assessment, including the PID-5, and an MRI protocol including rs-fMRI. Functional data were analyzed via graph theory to derive network properties at global and nodal levels, which were correlated with the PID-5 subdomains. The results revealed impairments across all personality trait facets. Patients had lower global connectivity and compromised centrality of several limbic structures and frontotemporal regions. Significant correlations were found between separation insecurity and global efficiency (R = 0.60, adjusted-p = 0.035) and between depressivity and the degree of the left middle temporal gyrus (R = 0.69, adjusted-p = 0.023) in females. These findings suggest links between negative affectivity traits, in particular separation insecurity and depressivity, and specific brain network dysfunctions in BPD.

Keywords: Borderline personality disorder; Functional connectivity; Functional magnetic resonance imaging; Graph analysis; Personality inventory for DSM-5.

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Conflict of interest statement

Competing interests: The authors declare no competing interests.

Figures

Fig. 1
Fig. 1
Graphical representation of nodes with altered degree (top) and strength (bottom). The node size indicates greater statistical significance of the alteration. L left, R right, AMY amygdala, CAU caudate, IT inferior temporal, ParaC paracentral, THA thalamus, cAC caudal anterior cingulate, MT middle temporal, PERIC pericalcarine, HIP hippocampus, LING lingual, TP temporal pole, ENTH entorhinal, LOC lateral occipital, FP frontal pole, PC posterior cingulate.
Fig. 2
Fig. 2
Scheme of the functional connectivity network construction. The timeseries was extracted for each ROI, and Pearson’s correlation between the ROI timeseries was subsequently calculated to define the connection (matrix element) between the ROIs. By calculating this quantity for each pair of ROIs, a functional connectivity (FC) matrix for each patient was obtained. Finally, the FC matrices were proportionally thresholded in the range of 5–50% of the network density.

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