Evidence map›Paper›PMID 42230723›Full record

ArticleScientific reports2026

Spatial scale of indentation explains shift in ratio between spinal cord gray and white matter stiffness.

Oskar Neumann, Harsh Vardhan Surana, Maik Hintze, Stefanie Kuerten, Thomas Franz, Rahul Gopalan Ramachandran, Paul Steinmann, Silvia Budday

Abstract read
In one paragraph

Article in Scientific reports, 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

8 authors.

Oskar NeumannInstitute of Continuum Mechanics and Biomechanics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Dr.-Mack-Straße 81, 90762, Fürth, Germany.
Harsh Vardhan SuranaInstitute of Continuum Mechanics and Biomechanics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Dr.-Mack-Straße 81, 90762, Fürth, Germany.
Maik HintzeInstitute of Neuroanatomy, Faculty of Medicine, University of Bonn and University Hospital Bonn, Nußallee 10, 53115, Bonn, Germany.
Stefanie KuertenInstitute of Neuroanatomy, Faculty of Medicine, University of Bonn and University Hospital Bonn, Nußallee 10, 53115, Bonn, Germany.
Thomas FranzBiomedical Engineering Research Centre, Division of Biomedical Engineering, Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Observatory, 7925, Cape Town, South Africa.
Rahul Gopalan RamachandranInstitute of Applied Mechanics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Egerlandstraße 5, 91058, Erlangen, Germany.
Paul SteinmannInstitute of Applied Mechanics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Egerlandstraße 5, 91058, Erlangen, Germany.
Silvia BuddayInstitute of Continuum Mechanics and Biomechanics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Dr.-Mack-Straße 81, 90762, Fürth, Germany. silvia.budday@fau.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The structural integrity of spinal cord tissue and the transmission of mechanical stimuli across the different levels of tissue microarchitecture and varying spatial scales of mechanical loading challenge experimental and computational efforts to accurately model, simulate and interpret tissue mechanics, leading to conflicting findings in existing literature. Here, we demonstrate that the bead size used in spherical indentation tests significantly affects the stiffness ratio of spinal cord gray to white matter, a dependence which we only observe on the transverse plane and not the coronal plane of the tissue. Our study reveals a shift in stiffness ratio such that for smaller spherical indenters gray matter is stiffer than white matter, while for larger indenters, white matter is stiffer than gray matter. The mean relative change from the 100 [Formula: see text]m bead to the 500 [Formula: see text]m bead differed between anatomical planes, with transverse sections showing a decrease in gray matter ([Formula: see text]) and an increase in white matter stiffness ([Formula: see text]), accompanied by a reduction in the gray-to-white matter stiffness ratio from 1.07 to 0.76, whereas coronal sections exhibited increases in both gray ([Formula: see text]) and white matter ([Formula: see text]), along with a change in the ratio from 0.99 to 1.14. These findings contribute to explaining previously contradictory results in the literature and underscore the relevance of spatial scales in mechanical characterization studies.

Indexed as

Gray MatterSpinal CordWhite MatterAnimalsBiomechanical PhenomenaStress, MechanicalGray matterIndentationMechanical propertiesMultiscale testingSpinal cordTissue mechanicsWhite matter

Identifiers

PMID42230723
PMCPMC13230865

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.