Altered nuclei-specific thalamic functional connectivity patterns in multiple sclerosis and their associations with fatigue and cognition

Background: The thalamus, affected early in multiple sclerosis (MS), is a heterogeneous composition of functionally distinct nuclei and is associated with fatigue, cognition, and other outcomes. However, most previous functional imaging studies considered the thalamus only as a whole. Objective: To investigate MS-related abnormalities in nuclei-specific thalamic functional connectivity (FC) and their associations with fatigue and cognitive outcomes. Methods: Resting-state functional magnetic resonance imaging (fMRI) was analyzed in 64 MS patients and 26 healthy controls (HC). Whole-brain FC maps for four thalamic subregions seeds were computed for each subject. FC maps were compared between groups, and group by FC interaction effects were assessed for fatigue and cognitive measures. Results: MS patients had decreased FC between the left medial thalamic nuclei and left angular gyrus and reduced FC between the left posterior thalamic nuclei and left supramarginal gyrus, as well as decreased right medial thalamic nuclei connectivity with bilateral caudate/thalamus and left cerebellar areas (p < 0.05 corrected). MS patients had increased FC between the left anterior thalamic nuclei and anterior cingulate cortex bilaterally. There were significant relationships between connectivity alterations and fatigue and cognitive measures between groups (p < 0.05 corrected). Conclusion: FC alteration is nuclei-specific and is differentially associated with fatigue and cognition.

[1]  M. Cassell,et al.  Thalamic afferents of the rat infralimbic and lateral agranular cortices , 1991, Brain Research Bulletin.

[2]  R. L. Reep,et al.  Thalamocortical connections of rat posterior parietal cortex , 1992, Neuroscience Letters.

[3]  J. Girvin,et al.  Cardiovascular effects of human insular cortex stimulation , 1992, Neurology.

[4]  Bertrand Audoin,et al.  Compensatory cortical activation observed by fMRI during a cognitive task at the earliest stage of multiple sclerosis , 2003, Human brain mapping.

[5]  J. Giménez-Amaya,et al.  Chemical parcellation of the anterior thalamic nuclei in the human brain , 2007, Journal of Neural Transmission.

[6]  J. Sepulcre,et al.  Fatigue in multiple sclerosis is associated with the disruption of frontal and parietal pathways , 2009, Multiple sclerosis.

[7]  Gábor Székely,et al.  A mean three-dimensional atlas of the human thalamus: Generation from multiple histological data , 2010, NeuroImage.

[8]  M. Calabrese,et al.  Basal ganglia and frontal/parietal cortical atrophy is associated with fatigue in relapsing—remitting multiple sclerosis , 2010, Multiple sclerosis.

[9]  Carrie L. Masten,et al.  Acetaminophen Reduces Social Pain , 2010, Psychological science.

[10]  M. Filippi,et al.  Default-mode network dysfunction and cognitive impairment in progressive MS , 2010, Neurology.

[11]  M. Filippi,et al.  Large-scale neuronal network dysfunction in relapsing-remitting multiple sclerosis , 2012, Neurology.

[12]  Michele Lanza,et al.  Visual resting-state network in relapsing-remitting MS with and without previous optic neuritis , 2012, Neurology.

[13]  J. Ranjeva,et al.  Assessing brain connectivity at rest is clinically relevant in early multiple sclerosis , 2012, Multiple sclerosis.

[14]  Yuxiang Zhou,et al.  Multi-task functional MRI in multiple sclerosis patients without clinical disability , 2012, NeuroImage.

[15]  R. Buckner The Cerebellum and Cognitive Function: 25 Years of Insight from Anatomy and Neuroimaging , 2013, Neuron.

[16]  T. Karlsson,et al.  Thalamo-striato-cortical determinants to fatigue in multiple sclerosis , 2013, Brain and behavior.

[17]  J. Freiherr,et al.  Neuroscience and Biobehavioral Reviews Altered Likelihood of Brain Activation in Attention and Working Memory Networks in Patients with Multiple Sclerosis: an Ale Meta-analysis , 2022 .

[18]  C Caltagirone,et al.  Anatomical brain connectivity can assess cognitive dysfunction in multiple sclerosis , 2013, Multiple sclerosis.

[19]  Kristoffer Hougaard Madsen,et al.  Expanded functional coupling of subcortical nuclei with the motor resting-state network in multiple sclerosis , 2013, Multiple sclerosis.

[20]  C. Pozzilli,et al.  Multiple sclerosis: altered thalamic resting-state functional connectivity and its effect on cognitive function. , 2014, Radiology.

[21]  C. Forn,et al.  The link between resting-state functional connectivity and cognition in MS patients , 2014, Multiple sclerosis.

[22]  C Caltagirone,et al.  Functional connectivity changes within specific networks parallel the clinical evolution of multiple sclerosis , 2014, Multiple sclerosis.

[23]  D. Sharp,et al.  The role of the posterior cingulate cortex in cognition and disease. , 2014, Brain : a journal of neurology.

[24]  C. Forn,et al.  Gray matter atrophy is associated with functional connectivity reorganization during the Paced Auditory Serial Addition Test (PASAT) execution in Multiple Sclerosis (MS). , 2015, Journal of neuroradiology. Journal de neuroradiologie.

[25]  Kuncheng Li,et al.  Altered thalamic functional connectivity in multiple sclerosis. , 2015, European journal of radiology.

[26]  M. Bove,et al.  Cingulum bundle alterations underlie subjective fatigue in multiple sclerosis , 2015, Multiple sclerosis.

[27]  H. Genova,et al.  Cognitive Rehabilitation in Multiple Sclerosis: The Role of Plasticity , 2015, Front. Neurol..

[28]  R. Motl,et al.  Benchmarks of meaningful impairment on the MSFC and BICAMS , 2016, Multiple sclerosis.

[29]  J. Desmond,et al.  The role of the human cerebellum in performance monitoring , 2016, Current Opinion in Neurobiology.

[30]  M. Filippi,et al.  Structural connectivity‐defined thalamic subregions have different functional connectivity abnormalities in multiple sclerosis patients: Implications for clinical correlations , 2017, Human brain mapping.

[31]  M. Filippi,et al.  Abnormal functional connectivity of thalamic sub-regions contributes to fatigue in multiple sclerosis , 2018, Multiple sclerosis.