Evidence map›Paper›PMID 32935402›Full record

ArticleMovement disorders : official journal of the Movement Disorder Society2021

Automated Analysis of Diffusion-Weighted Magnetic Resonance Imaging for the Differential Diagnosis of Multiple System Atrophy from Parkinson's Disease.

Florian Krismer, Vincent Beliveau, Klaus Seppi, Christoph Mueller, Georg Goebel, Elke R Gizewski, Gregor K Wenning, Werner Poewe, Christoph Scherfler

Open access · hybridAbstract read
In one paragraph

Article in Movement disorders : official journal of the Movement Disorder Society, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
1.3field-weighted citation impact, top 16% 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

21 citing papers in PubMed, 1 synthesis or guideline pooled it, 28 citations in OpenAlex.

  1. The Movement Disorder Society Criteria for the Diagnosis of Multiple System Atrophy.Movement disorders : official journal of the Movement Disorder Society · 2022
    Pooled it
  2. Article
  3. Article
  4. The role of neuro-imaging in multiple system atrophy.Journal of neural transmission (Vienna, Austria : 1996) · 2026
    Review
  5. Article
  6. Article
  7. Article
  8. Trajectories of Pontine Volume in Patients with Multiple System Atrophy.Movement disorders : official journal of the Movement Disorder Society · 2025
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. Multiple system atrophy.Nature reviews. Disease primers · 2022
    Review
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 at 1 institution in 1 country.

Florian KrismerDepartment of Neurology, Medical University of Innsbruck, Innsbruck, Austria.ORCID 0000-0002-4493-5073
Vincent BeliveauDepartment of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
Klaus SeppiDepartment of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
Christoph MuellerDepartment of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
Georg GoebelDepartment of Medical Statistics, Informatics and Health Economics, Medical University of Innsbruck, Innsbruck, Austria.
Elke R GizewskiNeuroimaging Research Core Facility, Medical University of Innsbruck, Innsbruck, Austria.
Gregor K WenningDepartment of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
Werner PoeweDepartment of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
Christoph ScherflerDepartment of Neurology, Medical University of Innsbruck, Innsbruck, Austria.ORCID 0000-0002-4885-5265
Innsbruck Medical University · AT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundManual region-of-interest analysis of putaminal and middle cerebellar peduncle diffusivity distinguishes patients with multiple system atrophy (MSA) and Parkinson's disease (PD) with high diagnostic accuracy. However, a recent meta-analysis found substantial between-study heterogeneity of diagnostic accuracy due to the lack of harmonized imaging protocols and standardized analyses pipelines.

objectiveEvaluation of diagnostic accuracy of observer-independent analysis of microstructural integrity as measured by diffusion-tensor imaging in patients with MSA and PD.

methodsA total of 29 patients with MSA and 19 patients with PD (matched for age, gender, and disease duration) with 3 years of follow-up were investigated with diffusion-tensor imaging and T1-weighted magnetic resonance imaging. Automated localization of relevant brain regions was obtained, and mean diffusivity and fractional anisotropy values were averaged within the regions of interest. The classification was performed using a C5.0 hierachical decision tree algorithm.

resultsMean diffusivity of the middle cerebellar peduncle and cerebellar gray and white matter compartment as well as the putamen were significantly increased in patients with MSA and showed superior effect sizes compared to the volumetric analysis of these regions. A classifier model identified mean diffusivity of the middle cerebellar peduncle and putamen as the most predictive parameters. Cross-validation of the classification model yields a Cohen's κ and overall diagnostic accuracy of 0.823 and 0.914, respectively.

conclusionAnalysis of microstructural integrity within the middle cerebellar peduncle and putamen yielded a superior effect size compared to the volumetric measures, resulting in excellent diagnostic accuracy to discriminate patients with MSA from PD in the early to moderate disease stages. © 2020 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.

Indexed as

Multiple System AtrophyParkinson DiseaseChild, PreschoolDiagnosis, DifferentialDiffusion Magnetic Resonance ImagingHumansMagnetic Resonance Imagingdiffusion-weighted imagingFreesurferMRImultiple system atrophy

Identifiers

PMID32935402
PMCPMC7891649
OpenAlexW3085523951

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.