Evidence map›Paper›PMID 41684219›Full record

ArticleAnnals of clinical and translational neurology2026

Structure-Function Decoupling of the Sensorimotor and Default Mode Networks in Black Americans With MS.

Emilio Cipriano, Giacomo Boffa, Maria Petracca, Marta Ponzano, Nicole Graziano, Claire Wigley, Claire Riley, Jonathan Howard, Pietro Bontempi, Sylvia Klineova and 2 more

Abstract read
In one paragraph

Article in Annals of clinical and translational neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Emilio CiprianoDepartment of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy.ORCID https://orcid.org/0000-0003-0304-0529
Giacomo BoffaDepartment of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy.ORCID https://orcid.org/0000-0003-2220-9422
Maria PetraccaDepartment of Human Neurosciences, Sapienza University of Rome, Rome, Italy.ORCID https://orcid.org/0000-0001-9429-2769
Marta PonzanoDepartment of Health Sciences (DISSAL), University of Genoa, Genoa, Italy.ORCID https://orcid.org/0000-0003-4091-4686
Nicole GrazianoThe Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Claire WigleyThe Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Icahn School of Medicine at Mount Sinai, New York, New York, USA.ORCID https://orcid.org/0009-0000-1825-8155
Claire RileyDepartment of Neurology, Columbia University Medical Center, New York, New York, USA.
Jonathan HowardDepartment of Neurology, New York University School of Medicine, New York, New York, USA.
Pietro BontempiDepartment of Engineering for Innovation Medicine, University of Verona, Verona, Italy.
Sylvia KlineovaThe Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Fred LublinThe Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Matilde IngleseDepartment of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy.

Funding

MRI predictors of disease and disability progression in African Americans with multiple sclerosisR01NS100811 · NINDS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI LUBLIN, FRED D · 2017 to 2022
$3.0M
Fondo Italiano per la Scienza FIS_00002258NIH HHS 5R01NS100811NINDS NIH HHS R01 NS100811
6 · The paper itself

Abstract

BACKGROUND AND

objectivesMultiple sclerosis (MS) exhibits racially disparate rates of disease progression. Black people with MS (B-PwMS) experience a more severe disease course than non-Hispanic White people with MS (NHW-PwMS). Here we investigated structural and functional connectivity as well as structure-function decoupling in the sensorimotor and default mode networks (SMN and DMN, respectively), which play a key role in determining physical and cognitive disability in people with MS.

methodsA total of 176 participants (50 B-PwMS, 50 NHW-PwMS, 41 Black healthy controls (B-HCs), and 35 NHW-HCs) underwent 3T-MRI with T1, resting-state functional, & diffusion imaging, and clinical assessment with Expanded-Disability-Status-Scale (EDSS) & Symbol-Digit-Modalities-Test (SDMT). T1-weighted images were lesion-filled and segmented to obtain cortical, subcortical, and cerebellar structures. Diffusion and functional MRI datasets were preprocessed, and structural and functional connectivity were extracted between regions defined by the AAL3 atlas. Global and local network measures were extracted for both structural and functional connectivity, and structure-function decoupling was quantified by calculating the correlation between the strengths of the two networks, considering only edges with non-zero structural connectivity. Network measures were compared between subgroups, accounting for the impact of demographics and social determinants of health, with correction for multiple comparisons.

resultsDespite similar disease duration, treatment exposure, lesion load and brain volumes, B-PwMS exhibited higher EDSS and lower SDMT scores compared to NHW-PwMS, which were influenced by total income and body mass index. In both B- and NHW-PwMS, structural global efficiency and streamline density were lower in the SMN and DMN compared to their respective HCs. Structural characteristic path length in SMN was significantly higher in B-PwMS versus B-HCs, whereas no significant differences were observed in NHW groups. Extensive local rearrangements of structural and functional hubs were observed in the SMN and DMN of B-PwMS compared to B-HCs and NHW-PwMS. B-PwMS showed greater structure-function decoupling in the SMN as compared to the other groups. There was a trend towards a higher decoupling in the DMN with lower SDMT scores (ρ = -0.20, p = 0.05), and higher decoupling in the SMN with higher EDSS scores (ρ = 0.20, p = 0.06). DISCUSSION: Despite similar brain volumes and lesion load, B-PwMS showed a greater rearrangement of brain structural and functional connectivity within the SMN and DMN when compared with NHW-PwMS. Moreover, B-PwMS showed a higher degree of structure-function decoupling in the SMN, with a trend towards association with increased physical disability.

Indexed as

Black or African AmericanConnectomeDefault Mode NetworkMultiple SclerosisNerve NetSensorimotor CortexAdultFemaleHumansMagnetic Resonance ImagingMaleMiddle Agedfunctional connectivitymultiple sclerosisstructural connectivitystructure‐function coupling

Identifiers

PMID41684219
PMCPMC13394703

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