Evidence map›Paper›PMID 41989719›Full record

ArticleCerebellum (London, England)2026

An Investigation of Heterogeneity in Cerebellar Cortical Pathology Across Essential Tremor Cases: A Cluster Analysis.

Elan D Louis, Roberto S Hernandez, Aoife S Weiss, Phyllis L Faust

Abstract read
In one paragraph

Article in Cerebellum (London, England), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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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

4 authors.

Elan D LouisDepartment of Neurology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX, 75390, USA. elan.louis@utsouthwestern.edu.
Roberto S HernandezDepartment of Neurology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX, 75390, USA.
Aoife S WeissDepartment of Pathology and Cell Biology, Columbia University Irving Medical Center, 630 West 168th Street, PH Stem 15-124, New York, NY, 10032, USA.
Phyllis L FaustDepartment of Pathology and Cell Biology, Columbia University Irving Medical Center, 630 West 168th Street, PH Stem 15-124, New York, NY, 10032, USA. plf3@cumc.columbia.edu.

Funding

Deep Dive: Mapping the Neuropathology of Essential Tremor and Exploring the Molecular Underpinnings of NeurodegenerationR01NS117745 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI FAUST, PHYLLIS L, LOUIS, ELAN D · 2021 to 2025
$4.7M
NINDS NIH HHS R01 NS117745
6 · The paper itself

Abstract

Recent years have witnessed an evolution of our understanding of the underlying neuropathological features of essential tremor (ET). Studies have revealed a cascade of neurodegenerative changes in the cerebellar cortex, centered on the Purkinje cell (PC) population and its surrounding neuronal populations and connections. A fundamental question is whether there is heterogeneity across ET cases with respect to the expression of this cerebellar pathology. We examined postmortem tissue from 155 ET brains using a set of 15 quantitative metrics of cerebellar cortical pathology determined by histologic and immunohistochemical methods. These metrics reflect changes across the PC body (PC counts, empty baskets, heterotopias), PC dendrites (swellings), PC axon (torpedoes), basket cell axonal hypertrophy and climbing fiber-PC dendrite synaptic changes. Principal component analysis (PCA) was used to identify the major data dimensions. Outlier cases were then identified, followed by k-means clustering to identify subgroups of ET cases. The first 5 principal components explained 78.6% of the variance. Twenty-two (14.2%) cases were outliers. k-means clustering indicated that these 22 cases were distributed in 4 clusters. In each cluster, specific quantitative metrics of cerebellar pathology showed greater severity of change than observed in the main group of 133 ET cases. A small number of clinical features distinguished clusters from one another, although these analyses were limited by sample size. Cerebellar cortical pathology in ET was not homogeneously expressed across every case. It was possible to identify clusters of cases that differed with respect to the expression of postmortem features.

Indexed as

Cerebellar CortexEssential TremorAgedAged, 80 and overCluster AnalysisFemaleHumansMaleMiddle AgedPrincipal Component AnalysisPurkinje CellsCerebellar degenerationCluster analysisEssential tremorHeterogeneityPathologySubtypes

Identifiers

PMID41989719
PMCPMC13086763

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.