Evidence map›Paper›PMID 35088842›Full record

ArticleBrain : a journal of neurology2022

Spatially resolved neural slowing predicts impairment and amyloid burden in Alzheimer's disease.

Alex I Wiesman, Daniel L Murman, Rebecca A Losh, Mikki Schantell, Nicholas J Christopher-Hayes, Hallie J Johnson, Madelyn P Willett, Sara L Wolfson, Kathryn L Losh, Craig M Johnson and 2 more

Open access · hybridAbstract read
In one paragraph

Article in Brain : a journal of neurology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
55citing papers in PubMed, 3 pooled it
6.6field-weighted citation impact, top 2% of its field
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

55 citing papers in PubMed, 3 syntheses or guidelines pooled it, 75 citations in OpenAlex.

  1. Tracking electrophysiological signatures of Alzheimer's disease: a systematic review of multimodal studies.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
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  14. Excitation-inhibition homeostasis in Alzheimer's disease: a selective multiscale review of mechanisms, sex differences, and therapeutic opportunities.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
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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 at 3 institutions in 2 countries.

Alex I WiesmanMontreal Neurological Institute, McGill University, Montreal, Quebec, Canada.ORCID 0000-0003-0917-1570
Daniel L MurmanDepartment of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.
Rebecca A LoshInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Mikki SchantellInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.ORCID 0000-0002-2972-1368
Nicholas J Christopher-HayesInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Hallie J JohnsonInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Madelyn P WillettInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Sara L WolfsonGeriatrics Medicine Clinic, UNMC, Omaha, NE, USA.ORCID 0000-0001-9990-4728
Kathryn L LoshInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.
Craig M JohnsonDepartment of Radiology, UNMC, Omaha, NE, USA.
Pamela E MayDepartment of Neurological Sciences, University of Nebraska Medical Center (UNMC), Omaha, NE, USA.
Tony W WilsonInstitute for Human Neuroscience, Boys Town National Research Hospital, Boys Town, NE, USA.ORCID 0000-0002-5053-8306
Boys Town · USUniversity of Nebraska Medical Center · USMontreal Neurological Institute and Hospital · CA

Funding

Stress-Induced Aberrations in the Mitochondrial Redox Environment Impact Developing Neural Circuits Supporting Cognitive ControlP20GM144641 · NIGMS · FATHER FLANAGAN'S BOYS' HOME · PI Rachel K. Spooner · 2022 to 2026
$15.1M
MULTIMODAL IMAGING OF NEUROHIV DYNAMICS (MIND): AN OMAHA-PITTSBURGH CONSORTIUMR01MH118013 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI WILSON, TONY W · 2018 to 2022
$4.9M
THE PROGRESSIVE ELEVATION OF SPONTANEOUS CORTICAL ACTIVITY IN HAND (PESCAH) PROJECTR01MH116782 · NIMH · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI WILSON, TONY W · 2018 to 2022
$3.4M
Characterizing the interaction between neural attention and somato-motor systems in non-demented patients with Parkinson's diseaseF32NS119375 · NINDS · MCGILL UNIVERSITY · PI WIESMAN, ALEX I · 2020 to 2023
$205k
Oscillatory markers of cognitive deficits in patients with Alzheimer's diseaseF31AG055332 · NIA · UNIVERSITY OF NEBRASKA MEDICAL CENTER · PI WIESMAN, ALEX I · 2017 to 2019
$119k
Altered Oscillatory Dynamics in People with HIV and Methamphetamine Use DisorderF31DA056296 · NIDA · FATHER FLANAGAN'S BOYS' HOME · PI SCHANTELL, MIKKI · 2022 to 2023
$52k
6 · The paper itself

Abstract

An extensive electrophysiological literature has proposed a pathological 'slowing' of neuronal activity in patients on the Alzheimer's disease spectrum. Supported by numerous studies reporting increases in low-frequency and decreases in high-frequency neural oscillations, this pattern has been suggested as a stable biomarker with potential clinical utility. However, no spatially resolved metric of such slowing exists, stymieing efforts to understand its relation to proteinopathy and clinical outcomes. Further, the assumption that this slowing is occurring in spatially overlapping populations of neurons has not been empirically validated. In the current study, we collected cross-sectional resting state measures of neuronal activity using magnetoencephalography from 38 biomarker-confirmed patients on the Alzheimer's disease spectrum and 20 cognitively normal biomarker-negative older adults. From these data, we compute and validate a new metric of spatially resolved oscillatory deviations from healthy ageing for each patient on the Alzheimer's disease spectrum. Using this Pathological Oscillatory Slowing Index, we show that patients on the Alzheimer's disease spectrum exhibit robust neuronal slowing across a network of temporal, parietal, cerebellar and prefrontal cortices. This slowing effect is shown to be directly relevant to clinical outcomes, as oscillatory slowing in temporal and parietal cortices significantly predicted both general (i.e. Montreal Cognitive Assessment scores) and domain-specific (i.e. attention, language and processing speed) cognitive function. Further, regional amyloid-β accumulation, as measured by quantitative 18F florbetapir PET, robustly predicted the magnitude of this pathological neural slowing effect, and the strength of this relationship between amyloid-β burden and neural slowing also predicted attentional impairments across patients. These findings provide empirical support for a spatially overlapping effect of oscillatory neural slowing in biomarker-confirmed patients on the Alzheimer's disease spectrum, and link this effect to both regional proteinopathy and cognitive outcomes in a spatially resolved manner. The Pathological Oscillatory Slowing Index also represents a novel metric that is of potentially high utility across a number of clinical neuroimaging applications, as oscillatory slowing has also been extensively documented in other patient populations, most notably Parkinson's disease, with divergent spectral and spatial features.

Indexed as

Alzheimer DiseaseAmyloidosisCognitive DysfunctionAgedAmyloidAmyloid beta-PeptidesBiomarkersBrainCross-Sectional StudiesHumansPositron-Emission Tomographytau ProteinsAmyloidAmyloid beta-PeptidesBiomarkerstau Proteinsmagnetoencephalographymild cognitive impairmentneural oscillationsspontaneous activity

Identifiers

PMID35088842
PMCPMC9246709
OpenAlexW4205127433

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.