Properties of resting state functional connectivity associated with integrated combined subscales of Dark Triad

Abstract The neurobiological properties of the human brain associated with separate negative personality traits such as narcissism, psychopathy, and Machiavellianism, known as a Dark Triad (DT), have been extensively studied. However, their combinatorial properties have remained understudied in neuroimaging studies. To fill this gap, we performed a functional connectivity (FC) investigation of resting-state functional magnetic resonance imaging (rs-fMRI) for 129 healthy participants divided into two groups based on their profiles derived from the Dirty Dozen Dark Triad test using a clustering approach of k-means. The Variance Ratio Criterion was used to validate the optimal number of clusters. The seed-based analysis used regions of interest defined by the decrease in gray matter volume taken from a previous study. Individuals with Medium-to-High levels of Dark Triad (DT) prominence, compared to those with Low-to-Medium levels of DT, showed decreased functional connectivity between nodes of brain networks involved in emotion regulation, self-reference, and empathy. At the same time, high DT individuals demonstrated increased FC between regions involved in cognitive control and visual processing. Taken together, our findings suggest a specific and complex reconfiguration of large-scale brain networks in individuals with high DT traits rather than a generalized disruption of functional connectivity.

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-09-30
DOI
https://doi.org/10.1038/s41598-026-71029-9
Primary Topic
Functional Brain Connectivity Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Properties of resting state functional connectivity associated with integrated combined subscales of Dark Triad

Scientific Reports
Functional Brain Connectivity Studies
article

Properties of resting state functional connectivity associated with integrated combined subscales of Dark Triad

article en

Abstract

Abstract The neurobiological properties of the human brain associated with separate negative personality traits such as narcissism, psychopathy, and Machiavellianism, known as a Dark Triad (DT), have been extensively studied. However, their combinatorial properties have remained understudied in neuroimaging studies. To fill this gap, we performed a functional connectivity (FC) investigation of resting-state functional magnetic resonance imaging (rs-fMRI) for 129 healthy participants divided into two groups based on their profiles derived from the Dirty Dozen Dark Triad test using a clustering approach of k-means. The Variance Ratio Criterion was used to validate the optimal number of clusters. The seed-based analysis used regions of interest defined by the decrease in gray matter volume taken from a previous study. Individuals with Medium-to-High levels of Dark Triad (DT) prominence, compared to those with Low-to-Medium levels of DT, showed decreased functional connectivity between nodes of brain networks involved in emotion regulation, self-reference, and empathy. At the same time, high DT individuals demonstrated increased FC between regions involved in cognitive control and visual processing. Taken together, our findings suggest a specific and complex reconfiguration of large-scale brain networks in individuals with high DT traits rather than a generalized disruption of functional connectivity.

Scientific Reports
St Petersburg University (RU), Institute of the Human Brain (RU)
Openalex Percentile: Top 99%
Functional Brain Connectivity Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.