PURPOSE: To assess the potential of histogram metrics of diffusion-tensor imaging (DTI)-derived indices in revealing neurodegeneration and its progression in spinocerebellar ataxia type 2 (SCA2). MATERIALS AND METHODS: Nine SCA2 patients and 16 age-matched healthy controls, were examined twice (SCA2 patients 3.6±0.7 years and controls 3.3±1.0 years apart) on the same 1.5T scanner by acquiring T1-weighted and diffusion-weighted (b-value = 1000 s/mm2) images. Cerebrum and brainstem-cerebellum regions were segmented using FreeSurfer suite. Histogram analysis of DTI-derived indices, including mean diffusivity (MD), fractional anisotropy (FA), axial (AD) / radial (RD) diffusivity and mode of anisotropy (MO), was performed. RESULTS: At baseline, significant differences between SCA2 patients and controls were confined to brainstem-cerebellum. Median values of MD/AD/RD and FA/MO were significantly (p<0.001) higher and lower, respectively, in SCA2 patients (1.11/1.30/1.03×10-3 mm2/s and 0.14/0.19) than in controls (0.80/1.00/0.70×10-3 mm2/s and 0.20/0.41). Also, peak location values of MD/AD/RD and FA were significantly (p<0.001) higher and lower, respectively, in SCA2 patients (0.91/1.11/0.81×10-3 mm2/s and 0.12) than in controls (0.71/0.91/0.63×10-3 mm2/s and 0.18). Peak height values of FA and MD/AD/RD/MO were significantly (p<0.001) higher and lower, respectively, in SCA2 patients (0.20 and 0.07/0.06/0.07×10-3 mm2/s/year /0.07) than in controls (0.15 and 0.14/0.11/0.12/×10-3 mm2/s/year /0.09). The rate of change of MD median values was significantly (p<0.001) higher (i.e., increased) in SCA2 patients (0.010×10-3 mm2/s/year) than in controls (-0.003×10-3 mm2/s/year) in the brainstem-cerebellum, whereas no significant difference was found for other indices and in the cerebrum. CONCLUSION: Histogram analysis of DTI-derived indices is a relatively straightforward approach which reveals microstructural changes associated with pontocerebellar degeneration in SCA2 and the median value of MD is capable to track its progression.

Histogram analysis of DTI-derived indices reveals pontocerebellar degeneration and its progression in SCA2 / Mascalchi, M; Marzi, C; Giannelli, M; Ciulli, S; Bianchi, A; Ginestroni, A; Tessa, C; Nicolai, E; Aiello, M; Salvatore, Elena; Soricelli, A; Diciotti, S.. - In: PLOS ONE. - ISSN 1932-6203. - 13:7(2018). [10.1371/journal.pone.0200258]

Histogram analysis of DTI-derived indices reveals pontocerebellar degeneration and its progression in SCA2.

Salvatore Elena;
2018

Abstract

PURPOSE: To assess the potential of histogram metrics of diffusion-tensor imaging (DTI)-derived indices in revealing neurodegeneration and its progression in spinocerebellar ataxia type 2 (SCA2). MATERIALS AND METHODS: Nine SCA2 patients and 16 age-matched healthy controls, were examined twice (SCA2 patients 3.6±0.7 years and controls 3.3±1.0 years apart) on the same 1.5T scanner by acquiring T1-weighted and diffusion-weighted (b-value = 1000 s/mm2) images. Cerebrum and brainstem-cerebellum regions were segmented using FreeSurfer suite. Histogram analysis of DTI-derived indices, including mean diffusivity (MD), fractional anisotropy (FA), axial (AD) / radial (RD) diffusivity and mode of anisotropy (MO), was performed. RESULTS: At baseline, significant differences between SCA2 patients and controls were confined to brainstem-cerebellum. Median values of MD/AD/RD and FA/MO were significantly (p<0.001) higher and lower, respectively, in SCA2 patients (1.11/1.30/1.03×10-3 mm2/s and 0.14/0.19) than in controls (0.80/1.00/0.70×10-3 mm2/s and 0.20/0.41). Also, peak location values of MD/AD/RD and FA were significantly (p<0.001) higher and lower, respectively, in SCA2 patients (0.91/1.11/0.81×10-3 mm2/s and 0.12) than in controls (0.71/0.91/0.63×10-3 mm2/s and 0.18). Peak height values of FA and MD/AD/RD/MO were significantly (p<0.001) higher and lower, respectively, in SCA2 patients (0.20 and 0.07/0.06/0.07×10-3 mm2/s/year /0.07) than in controls (0.15 and 0.14/0.11/0.12/×10-3 mm2/s/year /0.09). The rate of change of MD median values was significantly (p<0.001) higher (i.e., increased) in SCA2 patients (0.010×10-3 mm2/s/year) than in controls (-0.003×10-3 mm2/s/year) in the brainstem-cerebellum, whereas no significant difference was found for other indices and in the cerebrum. CONCLUSION: Histogram analysis of DTI-derived indices is a relatively straightforward approach which reveals microstructural changes associated with pontocerebellar degeneration in SCA2 and the median value of MD is capable to track its progression.
2018
Histogram analysis of DTI-derived indices reveals pontocerebellar degeneration and its progression in SCA2 / Mascalchi, M; Marzi, C; Giannelli, M; Ciulli, S; Bianchi, A; Ginestroni, A; Tessa, C; Nicolai, E; Aiello, M; Salvatore, Elena; Soricelli, A; Diciotti, S.. - In: PLOS ONE. - ISSN 1932-6203. - 13:7(2018). [10.1371/journal.pone.0200258]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/720978
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