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      Association between white matter microstructural changes and aggressiveness. A case-control diffusion tensor imaging study

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          Highlights

          • First study on WM linked to aggression in a community case-control sample.

          • Addresses typical confounders in patient/inmate studies.

          • Widespread increased AD/MD values in martial artists vs. controls.

          • Martial artists show higher physical/appetitive aggression than controls.

          • Highlights the dimensional nature of aggression.

          Abstract

          Research has focused on identifying neurobiological risk factors associated with aggressive behavior in order to improve prevention and treatment efforts. This study aimed to characterize microstructural differences in white matter (WM) integrity in individuals prone to aggression. We hypothesized that altered cerebral WM microstructure may underlie normal individual variability in aggression and tested this using a case-control design in healthy individuals. Diffusion tensor imaging (DTI) was used to examine WM changes in martial artists ( n = 29) and age-matched controls ( n = 31). We performed tract-based spatial statistics (TBSS) to identify differences in axial diffusivity (AD), fractional anisotropy (FA) and mean diffusivity (MD) between the two groups at the whole-brain level. Martial artists were significantly more aggressive than controls, with increased MD in parietal and occipital areas and increased AD in widespread fiber tracts in the frontal, parietal and temporal areas. Positive associations between AD/MD and (physical) appetitive aggression were identified in several clusters, including the corpus callosum, the superior longitudinal fasciculus and the corona radiata. Our study found evidence for WM microstructural changes associated with aggressiveness in a community case-control sample. Longitudinal studies with larger cohorts, taking into account the dimensional nature of aggressiveness, are needed to better understand the underlying neurobiology.

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          Most cited references109

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          Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

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            An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging

            In this paper we describe a method for retrospective estimation and correction of eddy current (EC)-induced distortions and subject movement in diffusion imaging. In addition a susceptibility-induced field can be supplied and will be incorporated into the calculations in a way that accurately reflects that the two fields (susceptibility- and EC-induced) behave differently in the presence of subject movement. The method is based on registering the individual volumes to a model free prediction of what each volume should look like, thereby enabling its use on high b-value data where the contrast is vastly different in different volumes. In addition we show that the linear EC-model commonly used is insufficient for the data used in the present paper (high spatial and angular resolution data acquired with Stejskal–Tanner gradients on a 3 T Siemens Verio, a 3 T Siemens Connectome Skyra or a 7 T Siemens Magnetome scanner) and that a higher order model performs significantly better. The method is already in extensive practical use and is used by four major projects (the WU-UMinn HCP, the MGH HCP, the UK Biobank and the Whitehall studies) to correct for distortions and subject movement.
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              MRtrix3: A fast, flexible and open software framework for medical image processing and visualisation

              MRtrix3 is an open-source, cross-platform software package for medical image processing, analysis and visualisation, with a particular emphasis on the investigation of the brain using diffusion MRI. It is implemented using a fast, modular and flexible general-purpose code framework for image data access and manipulation, enabling efficient development of new applications, whilst retaining high computational performance and a consistent command-line interface between applications. In this article, we provide a high-level overview of the features of the MRtrix3 framework and general-purpose image processing applications provided with the software.
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                Author and article information

                Contributors
                Journal
                Neuroimage Clin
                Neuroimage Clin
                NeuroImage : Clinical
                Elsevier
                2213-1582
                23 November 2024
                2025
                23 November 2024
                : 45
                : 103712
                Affiliations
                [a ]Department of Psychiatry and Psychotherapy, Otto von Guericke University Magdeburg, Magdeburg, Germany
                [b ]Department of Neurology, Otto von Guericke University Magdeburg, Magdeburg, Germany
                [c ]Department of Forensic Psychiatry, Psychiatric Hospital of the Ludwig-Maximilians-University, Munich, Germany
                [d ]Center for Behavioral Brain Sciences (CBBS), Otto von Guericke University Magdeburg, Magdeburg, Germany
                [e ]Department of Psychiatry, Psychotherapy and Psychosomatics, RWTH Aachen University, Aachen, Germany
                [f ]Center for Intervention and Research on Adaptive and Maladaptive Brain Circuits Underlying Mental Health (C-I-R-C), Jena-Magdeburg-Halle, Germany
                [g ]Salus-Institute, Salus gGmbH, Magdeburg, Germany
                Author notes
                [* ]Corresponding author at: Leipziger Str. 44, 39120 Magdeburg, Germany. Stephanie.Seidenbecher@ 123456med.ovgu.de
                [1]

                https://orcid.org/0000-0002-8513-7043.

                [2]

                https://orcid.org/0000-0001-5217-3147.

                [3]

                https://orcid.org/0000-0003-3393-3037.

                [4]

                https://orcid.org/0000-0003-3788-3241.

                [5]

                https://orcid.org/0000-0002-8113-6959.

                [6]

                https://orcid.org/0000-0002-2611-2268.

                [7]

                https://orcid.org/0000-0002-4488-603X.

                [8]

                https://orcid.org/0000-0003-2616-6503.

                Article
                S2213-1582(24)00153-0 103712
                10.1016/j.nicl.2024.103712
                11626826
                39603043
                561aa771-2593-4685-b12a-f9ab03083b2f
                © 2024 The Author(s)

                This is an open access article under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

                History
                : 12 July 2024
                : 20 November 2024
                : 20 November 2024
                Categories
                Regular Article

                aggression,axial diffusivity (ad),diffusion tensor imaging (dti),martial art,mean diffusivity (md),white matter (wm) integrity

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