Key result
Chronic migraine patients exhibited higher fractal dimension values in the dorsal attention system (Cohen's d 0.80) and anterior default-mode network, and lower values in the posterior default-mode network compared to healthy controls.
Why the study?
Chronic migraine can be associated with aberrant resting-state network connectivity, prompting investigation into whether the fractal dimension of BOLD activity reflects network complexity compared to healthy controls.
Does the fractal dimension of BOLD activity differ in resting-state networks between chronic migraine patients and healthy controls?
Cross-Sectional (n=40)
No
Does the fractal dimension of BOLD activity differ in resting-state networks between chronic migraine patients and healthy controls?
Standardized Mean Difference: 0.8 (95% CI 0.77–0.82)
p-value: p=0.019
Fractal dimension analysis of resting-state networks reveals altered complexity in the dorsal attention system and default-mode network in chronic migraine, suggesting disrupted cognitive control of pain.
Background Chronic migraine (CM) can be associated with aberrant long-range connectivity of MRI-derived resting-state networks (RSNs). Here, we investigated how the fractal dimension (FD) of blood oxygenation level dependent (BOLD) activity may be used to estimate the complexity of RSNs, reflecting flexibility and/or efficiency in information processing in CM patients respect to healthy controls (HC). Methods Resting-state MRI data were collected from 20 untreated CM without history of medication overuse and 20 HC. On both groups, we estimated the Higuchi’s FD. On the same subjects, fractional anisotropy (FA) and mean diffusivity (MD) values of bilateral thalami were retrieved from diffusion tensor imaging and correlated with the FD values. Results CM showed higher FD values within dorsal attention system (DAS) and the anterior part of default-mode network (DMN), and lower FD values within the posterior DMN compared to HC. Although FA and MD were within the range of normality, both correlated with the FD values of DAS. Conclusions FD of DAS and DMN may reflect disruption of cognitive control of pain in CM. Since the normal microstructure of the thalamus and its positive connectivity with the cortical networking found in our CM patients reminds similar results obtained assessing the same structures but with the methods of neurophysiology, in episodic migraine during an attack, this may be yet another evidence in supporting CM as a never-ending migraine attack.
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Porcaro et al. (2020) conducted a cross-sectional in Chronic migraine (n=40). Chronic migraine vs. Healthy controls was evaluated on Fractal dimension (FD) of the right dorsal attention system (rDAS, IC1) (Cohen's d 0.80, 95% CI 0.77-0.82, p=0.019). Chronic migraine patients exhibited higher fractal dimension values in the dorsal attention system (Cohen's d 0.80) and anterior default-mode network, and lower values in the posterior default-mode network compared to healthy controls.
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