Fractal and Multifractal Analysis as Methods of Quantifying Dendritic Complexity Changes in the Traumatic Brain Injury Model
Background: Traumatic brain injury (TBI) disrupts hippocampal neurogenesis and dendritic structure. Objective: The objective was to assess whether fractal and multifractal analyses can sensitively quantify dendritic complexity changes in newly formed dentate gyrus neurons following TBI and hyperbaric oxygen therapy (HBO). Methods: Adult rats underwent sham surgery with HBO (SHBO), lesion-induced TBI (L), or lesion-induced TBI with HBO (LHBO). Dendritic morphology was evaluated using Euclidean, monofractal, and multifractal metrics. Results: Lesioned animals exhibited marked reductions in dendritic complexity across multiple metrics compared to both HBO-treated groups. HBO treatment partially restored complexity to near-sham levels, with multifractal spectra revealing subtle structural differences between SHBO and LHBO. Conclusions: Fractal and multifractal analyses provide sensitive tools for detecting TBI-induced morphological changes and therapeutic effects. Our findings support HBO as a potential neuroprotective intervention and demonstrate the utility of mathematical modeling in evaluating therapeutic efficacy in neurotrauma.
Authors
- Sanja Peković (ORCID: https://orcid.org/0000-0002-3193-6368)
- Ivan Zaletel (ORCID: https://orcid.org/0000-0002-4841-788X)
- Predrag Brkić (ORCID: https://orcid.org/0000-0001-7541-4986)
- Sanja Đačić (ORCID: https://orcid.org/0000-0001-9754-2655)
- Rada Jeremić (ORCID: https://orcid.org/0000-0001-5570-9429)
- Nebojša T. Milošević (ORCID: https://orcid.org/0000-0002-0589-1848)
- Irena Lavrnja (ORCID: https://orcid.org/0000-0002-0607-5594)
- Nemanja Rajković (ORCID: https://orcid.org/0000-0002-3845-3780)
- Marija Jeremić (ORCID: https://orcid.org/0000-0003-4761-4387)
- Vladimir Baščarević (ORCID: https://orcid.org/0000-0002-1490-4567)
- Ivana Bjelobaba (ORCID: https://orcid.org/0000-0002-7649-0304)
Institutions
- University of Belgrade (RS)
- Centar za Promociju Nauke (RS)
- University Clinical Centre (PL)
Publication Details
- Journal
- Fractal and Fractional
- Published
- 2025-09-09
- DOI
- https://doi.org/10.3390/fractalfract9090590
- Primary Topic
- Traumatic Brain Injury and Neurovascular Disturbances
- Type
- article
- Field-Weighted Citation Impact
- 0.00