title: Appraisal of brain connectivity in radiologically isolated syndrome by modeling imaging measures.
abstract: We hypothesized that appraisal of brain connectivity may shed light on the substrate of the radiologically isolated syndrome (RIS), a term applied to asymptomatic subjects with brain MRI abnormalities highly suggestive of multiple sclerosis. We thus used a multimodal MRI approach on the human brain by modeling measures of microstructural integrity of white matter (WM) tracts with those of functional connectivity (FC) at the level of resting state networks in RIS subjects, demographically matched normal controls (NC), and relapsing-remitting (RR) MS patients, also matched with RIS for brain macrostructural damage (i.e., lesions and atrophy). Compared with NC, in both RIS subjects and MS patients altered integrity of WM tracts was present. However, RIS subjects showed, at a less conservative threshold, lower diffusivities than RRMS patients in distinct cerebral associative, commissural, projection, and cerebellar WM tracts, suggesting a relatively better anatomical connectivity. FC was similar in NC and RIS subjects, even in the presence of important risk factors for MS (spinal cord lesions, oligoclonal bands, and dissemination in time on MRI) and increased in RRMS patients in two clinically relevant networks subserving "processing" (sensorimotor) and "control" (working memory) functions. In RIS, the lack of functional reorganization in key brain networks may represent a model of "functional reserve," which may become upregulated, with an adaptive or maladaptive role, only at a later stage in case of occurrence of clinical deficit.
authors.affiliation: Departments of Medicine, Surgery, and Neuroscience, University of Siena, 53100 Siena, Italy.
authors.forename: Antonio
authors.initials: A
authors.lastname: Giorgio
authors.affiliation: Departments of Medicine, Surgery, and Neuroscience, University of Siena, 53100 Siena, Italy.
authors.forename: Maria Laura
authors.initials: ML
authors.lastname: Stromillo
authors.affiliation: Departments of Medicine, Surgery, and Neuroscience, University of Siena, 53100 Siena, Italy.
authors.forename: Alessandro
authors.identifier: http://orcid.org/0000-0001-6180-1483
authors.initials: A
authors.lastname: De Leucio
authors.affiliation: Departments of Medicine, Surgery, and Neuroscience, University of Siena, 53100 Siena, Italy.
authors.forename: Francesca
authors.initials: F
authors.lastname: Rossi
authors.affiliation: Departments of Medicine, Surgery, and Neuroscience, University of Siena, 53100 Siena, Italy, University of Osnabrück, 49076 Osnabrück, Germany, and.
authors.forename: Imke
authors.initials: I
authors.lastname: Brandes
authors.affiliation: Department of Neurology, University of Florence, 50121 Florence, Italy.
authors.forename: Bahia
authors.initials: B
authors.lastname: Hakiki
authors.affiliation: Department of Neurology, University of Florence, 50121 Florence, Italy.
authors.forename: Emilio
authors.initials: E
authors.lastname: Portaccio
authors.affiliation: Department of Neurology, University of Florence, 50121 Florence, Italy.
authors.forename: Maria Pia
authors.initials: MP
authors.lastname: Amato
authors.affiliation: Departments of Medicine, Surgery, and Neuroscience, University of Siena, 53100 Siena, Italy, destefano@unisi.it.
authors.forename: Nicola
authors.initials: N
authors.lastname: De Stefano
mesh_terms: D000328:Adult; D016022:Case-Control Studies; D063132:Connectome; D005260:Female; D006801:Humans; D008279:Magnetic Resonance Imaging; D008297:Male; D008875:Middle Aged; D008959:Models, Neurological; D020529:Multiple Sclerosis, Relapsing-Remitting / Q000175:diagnosis / Q000503:physiopathology*; D066127:White Matter / Q000473:pathology / Q000503:physiopathology*
keywords: connectivity; multiple sclerosis; neuroplasticity; radiologically isolated syndrome; resting state networks