Evidence map›Paper›PMID 41167519›Full record

ArticleBiological psychiatry. Cognitive neuroscience and neuroimaging2026

Functional Connectivity Gradients Reveal Altered Hierarchical Cortical Organization in Functional Neurological Disorder.

Christiana Westlin, Andrew J Guthrie, Cristina Bleier, Sara A Finkelstein, Julie Maggio, Jessica Ranford, Julie MacLean, Ellen Godena, Daniel Millstein, Jennifer Freeburn and 5 more

Abstract read
In one paragraph

Article in Biological psychiatry. Cognitive neuroscience and neuroimaging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Mark Hallett and the renaissance of functional neurological disorder.Clinical parkinsonism & related disorders · 2026
    Review
  4. Article
  5. Review
  6. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Christiana WestlinFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts. Electronic address: cwestlin@mgh.harvard.edu.
Andrew J GuthrieFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Cristina BleierFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Sara A FinkelsteinFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Julie MaggioFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Physical Therapy, Massachusetts General Hospital, Boston, Massachusetts.
Jessica RanfordFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Occupational Therapy, Massachusetts General Hospital, Boston, Massachusetts.
Julie MacLeanFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Occupational Therapy, Massachusetts General Hospital, Boston, Massachusetts.
Ellen GodenaFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Daniel MillsteinFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Jennifer FreeburnFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Speech, Language, and Swallowing Disorders, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Caitlin AdamsFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Christopher D StephenFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Ibai DiezFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Computational Neuroimaging Laboratory, Biobizkaia Health Research Institute, Barakaldo, Spain; Ikerbasque Baske Foundation for Science, Bilbao, Spain; Gordon Center for Medical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
David L PerezFunctional Neurological Disorder Unit and Research Group, Mass General Brigham, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Mass General Brigham Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts. Electronic address: dlperez@mgb.org.
Yuta KatsumiMass General Brigham Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.

Funding

Defining Neurobiological Subtypes of Motor Functional Neurological DisorderR01MH125802 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI PEREZ, DAVID LEWIS · 2021 to 2025
$3.9M
Neuroimaging Biomarkers of Symptom Severity, Adverse Life Events and Prognosis in Motor Functional Neurological DisordersK23MH111983 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI PEREZ, DAVID LEWIS · 2017 to 2021
$998k
Neurogenetic contributions to the spread of tau pathology in sporadic early-onset Alzheimer's diseaseK01AG084820 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Yuta Katsumi · 2024 to 2026
$387k
NIA NIH HHS K01 AG084820NIMH NIH HHS K23 MH111983NIMH NIH HHS R01 MH125802
6 · The paper itself

Abstract

backgroundNeuroimaging studies of functional neurological disorder (FND), a core neuropsychiatric condition, often rely on discrete connections or parcellations that may obscure the brain's functional network architecture. In this study, we applied a gradient-based approach to examine macroscale cortical organization in FND.

methodsWe analyzed resting-state functional magnetic resonance imaging data from 64 patients with mixed FND (FND-mixed), 61 age- and sex-matched healthy control participants (HCs), and 62 psychiatric control participants (PCs) matched on age, sex, depression, anxiety, and posttraumatic stress disorder (PTSD) severity. Functional connectivity gradients were computed to capture dominant axes of cortical organization. Between-group comparisons were conducted for the top 3 gradients, and associations with symptom severity were investigated. Subtype-specific patterns in functional motor disorder (n = 49) and functional seizure (n = 24) were also examined. Analyses controlled for age, sex, antidepressant use, and head motion and were post hoc adjusted for depression, anxiety, and PTSD severity, as well as for childhood maltreatment.

resultsThe FND-mixed group showed alterations across all 3 gradients compared with HCs and PCs. Gradient 1 revealed increased values in sensorimotor regions, reflecting a shift toward more association-like connectivity. Gradient 2 showed altered differentiation between sensory systems. Gradient 3 exhibited reduced functional separation between representational and modulatory regions, with prominent shifts in the anterior cingulate cortex. Several regions displaying between-group differences also showed correlations with FND and somatic symptom severity. Exploratory analyses revealed overlapping and distinct patterns across subtypes versus control groups.

conclusionsWe provide novel evidence of atypical hierarchical brain organization in FND, highlighting gradient-based approaches for identifying mechanistically relevant altered functional brain organization.

Indexed as

Cerebral CortexNerve NetNervous System DiseasesAdultBrainBrain MappingFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedNeural PathwaysStress Disorders, Post-TraumaticYoung AdultfMRIFunctional connectivityFunctional motor disorderFunctional neurological disorderFunctional seizuresGradients

Identifiers

PMID41167519
PMCPMC12649792

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.