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Updated: Apr 28, 2026

Whole-brain Segmentation and Change-point Analysis of Anatomical Brain MRI—Application in Premanifest Huntington's Disease
Published on: June 9, 2018
Frontal cortex BOLD signal changes in premanifest Huntington disease: a possible fMRI biomarker
Stefania Ferraro1, Lorenzo Nanetti2, Sylvie Piacentini1
1From the Neuroradiology Department (S.F., F.G., F.E., A.N., M.G.B., M.S., M.G.), Unit of Genetics of Neurodegenerative and Metabolic Diseases, Clinical Pathology and Medical Genetics (L.N., F.T., S.D., C.M.), and Health Department (S.P., N.B., F.G.), Foundation IRCCS Neurological Institute Carlo Besta, Milan, Italy; and the Memory and Aging Center (M.L.M.), Department of Neurology, University of California San Francisco.
Objective:
To identify a possible functional imaging biomarker sensitive to the earliest neural changes in premanifest Huntington disease (preHD), allowing early therapeutic approaches aimed at preventing or delaying clinical onset.
Methods:
Sixteen preHD and 18 healthy participants were submitted to anatomical acquisitions and functional MRI (fMRI) acquisitions during the execution of the exogenous covert orienting of attention task. Due to strong a priori hypothesis, all fMRI correlation analyses were restricted to the following: (1) the frontal oculomotor cortex identified by the means of a prosaccadic task, comprising frontal eye fields and supplementary frontal eye fields; and (2) the data collected during inhibition of return, a phenomenon occurring during the executed task. In preHD, multiple regression analysis was performed between fMRI data and the probability to develop the disease in the next 5 years (p5HD). Moreover, mean blood oxygen level-dependent (BOLD) signal changes in the frontal oculomotor cortex and striatal volumes were linearly correlated with p5HD.
Results:
In preHD, multiple regression analysis showed that clusters of activity strongly correlated with p5HD in the right frontal oculomotor cortex. Importantly, mean BOLD signal changes of this region correlated with p5HD (r(2) = 0.52). Among the considered striatal volumes, a modest correlation (r(2) = 0.29) was observed in the right putamen and p5HD.
Conclusion:
fMRI activations in the right-frontal oculomotor cortex during inhibition of return can be considered a possible functional imaging biomarker in preHD.
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