Evidence map›Paper›PMID 41939224›Full record

ArticleFrontiers in human neuroscience2026

Factors associated with severe neurological sequelae of COVID-19: findings from the multicenter COVID-BRAIN imaging cohort.

Ana I Silva, Keenan Christopher Byrne, Lauren Pollak, Katherine Gundry, Georgios E Manousakis, Abby I Metzler, Christophe Lenglet, Lynn E Eberly, June Kendall-Thomas, Orhun H Kantarci and 8 more

Abstract read
In one paragraph

Article in Frontiers in human neuroscience, 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
–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

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

18 authors.

Ana I Silva *Department of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN, United States.
Keenan Christopher Byrne *Department of Radiology, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States.
Lauren PollakDepartment of Psychiatry, Psychology Assessment Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.
Katherine GundryDepartment of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN, United States.
Georgios E ManousakisDepartment of Neurology, University of Minnesota, Minneapolis, MN, United States.
Abby I MetzlerDepartment of Neurology, University of Minnesota, Minneapolis, MN, United States.
Christophe LengletDepartment of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN, United States.
Lynn E EberlyDepartment of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN, United States.
June Kendall-ThomasDepartment of Radiology, Mayo Clinic Rochester, Rochester, MN, United States.
Orhun H KantarciDepartment of Neurology, Mayo Clinic Rochester, Rochester, MN, United States.
Burcu ZeydanDepartment of Radiology, Mayo Clinic Rochester, Rochester, MN, United States.
Shibani S MukerjiHarvard Medical School, Boston, MA, United States.
Sevil YasarJohns Hopkins University, Baltimore, MD, United States.
Tetsuo AshizawaStanley Appel Department of Neurology, Houston Methodist Research Institute, Weill Cornell Medicine, Houston, TX, United States.
Kejal KantarciDepartment of Radiology, Mayo Clinic Rochester, Rochester, MN, United States.
Eva-Maria RataiDepartment of Radiology, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, United States.
Gülin ÖzDepartment of Radiology, Center for Magnetic Resonance Research, University of Minnesota, Minneapolis, MN, United States.
COVID-BRAIN Investigators

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Neurological post-acute sequelae of COVID-19 (neuroPASC) are associated with persistent cognitive dysfunction and quality-of-life decline. We aimed to identify clinical, behavioral and sociodemographic factors associated with neuroPASC symptom burden two years after COVID-19 among individuals without prior neurological disease. Methods: In this prospective, observational study, individuals with neuroPASC ( Results: Two clusters emerged based on neurological symptom burden, labeled "high-burden" and "low-burden" neuroPASC, reflecting differences in the number and frequency of symptoms. Both clusters had deficits in quality-of-life and cognitive function compared to controls, with greater impairment in high-burden than low-burden neuroPASC. The clusters did not differ by sex, education, tobacco and cannabis use, blood pressure, body-mass-index, HbA1C, days since infection, hospitalization during COVID-19, pre-COVID vaccination rate, antibody-positivity, inflammation, and neurodegeneration biomarkers. The high-burden cluster was older and exhibited higher comorbidity burden and greater cumulative alcohol use compared with the low-burden cluster and controls. Pre-existing endocrine/metabolic and gastrointestinal/hepatobiliary conditions were more common in high-burden (63%) than in low-burden neuroPASC (35%). After adjusting for clinical and demographic factors, these pre-existing conditions remained the only independent predictor of severity, conferring a 3.5-fold increase in the odds of high-burden versus low-burden neuroPASC. Discussion: Older age, higher comorbidity burden, greater cumulative alcohol use, and endocrine/metabolic and gastrointestinal conditions, rather than acute COVID-19 severity, were observed in the high-burden neuroPASC cluster. After multivariable adjustment, only pre-existing endocrine/metabolic and/or gastrointestinal/hepatobiliary conditions remained independently associated with high-burden neuroPASC, conferring a 3.5-fold increase in odds and highlighting the need for targeted post-infection monitoring in at-risk patients.

Indexed as

blood biomarkerslong COVIDneurocognitive impairmentpost-acute COVID-19SARS-CoV-2

Identifiers

PMID41939224
PMCPMC13044115

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.