Evidence map›Paper›PMID 41086585›Full record

ArticleNeurobiology of aging2026

Verbal learning in logopenic variant Primary Progressive Aphasia: An EEG investigation.

Kyriaki Neophytou, Panteleimon Chriskos, Jessica Gallegos, Alexandros Afthinos, Constantine E Frangakis, Nathan E Crone, Panagiotis D Bamidis, Argye E Hillis, Kyrana Tsapkini

Abstract read
In one paragraph

Article in Neurobiology of aging, 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
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0citing papers in PubMed
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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

9 authors.

Kyriaki NeophytouDepartment of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA; Department of Social Sciences, School of Humanities and Social Sciences, University of Nicosia, Nicosia, Cyprus. Electronic address: kneophy1@jhu.edu.
Panteleimon ChriskosLaboratory of Medical Physics and Digital Innovation, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Jessica GallegosDepartment of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA.
Alexandros AfthinosDepartment of Otolaryngology - Head & Neck Surgery, Geisinger Medical Center, Danville, PA, USA.
Constantine E FrangakisDepartment of Biostatistics, Johns Hopkins School of Public Health, Baltimore, MD, USA.
Nathan E CroneDepartment of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA.
Panagiotis D BamidisLaboratory of Medical Physics and Digital Innovation, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Argye E HillisDepartment of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA.
Kyrana TsapkiniDepartment of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA; Department of Cognitive Science, Johns Hopkins University, Baltimore, MD, USA.

Funding

Targeting language-specific and executive-control networks with transcranial direct current stimulation in aphasic ADR01AG075404 · NIA · JOHNS HOPKINS UNIVERSITY · PI Kyrana Tsapkini · 2022 to 2026
$4.0M
Transcranial direct current stimulation in typical and atypical Alzheimer's diseaseR01AG068881 · NIA · JOHNS HOPKINS UNIVERSITY · PI TSAPKINI, KYRANA · 2020 to 2024
$3.8M
NIA NIH HHS R01 AG068881NIA NIH HHS R01 AG075404
6 · The paper itself

Abstract

The logopenic variant of PPA (lvPPA) is characterized by impaired single-word retrieval and impaired repetition, which suggests a phonological working memory impairment. Phonological working memory is an essential mechanism for verbal learning; thus, one would expect that the verbal learning skills of this population would be thoroughly investigated. Nonetheless, the relevant research is scarce. As a preliminary investigation aiming to deepen our understanding of verbal learning in lvPPA, we studied how resting-state electroencephalographic (EEG) activity relates to the verbal learning abilities in this group. Specifically, short low-density (i.e., 8 channels, bilaterally) EEG recordings were collected from nine lvPPA individuals at resting-state. Activity at the five frequency bands (delta, theta, alpha, beta, gamma) was extracted and correlated with Sum of Trials performance on the Rey Auditory Verbal Learning Test (RAVLT). Our results showed a statistically significant association between delta band activity and verbal learning across the brain, particularly in the left parietal region. Specifically, higher delta power (on average across channels, as well as at each of the eight channels separately) was associated with lower RAVLT scores. EEG activity at the other frequency bands did not show a statistically significant association with verbal learning. These findings provide the first insights into the association of resting-state electrophysiological activity with verbal learning in lvPPA. The findings of this preliminary investigation can be used as guiding evidence in future neuromodulation studies to target activity at specific frequency bands for electrical stimulation both in lvPPA, as well as in other populations with similar learning impairments.

Indexed as

Aphasia, Primary ProgressiveElectroencephalographyMemory, Short-TermVerbal LearningAgedBrain WavesFemaleHumansMaleMiddle AgedDelta band activityLogopenic variant of PPA (lvPPA)RAVLTResting-state EEGVerbal learning

Identifiers

PMID41086585
PMCPMC12693722

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Registered trials

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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.