Evidence map›Paper›PMID 42893988›Full record

ArticleNature communications2026

Genetic architecture of MRI-derived cervical spinal cord morphology reveals sensory-motor axis and systemic disease associations.

Zhuopin Sun, Jiru Han, Zachary F Gerring, Victoria E Jackson, Oneil G Bhalala, Gustavo M Jarola, Ian H Harding, Thiago J R Rezende, Melanie Bahlo

Abstract read
In one paragraph

Article in Nature communications, 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

9 authors.

Zhuopin Sun *The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.ORCID 0000-0003-4475-0711
Jiru Han *The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.ORCID 0000-0002-4884-1082
Zachary F GerringThe Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.ORCID 0000-0002-2445-1266
Victoria E JacksonThe Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.ORCID 0000-0002-9758-9784
Oneil G BhalalaThe Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia.ORCID 0000-0002-4412-7009
Gustavo M JarolaDepartment of Neurology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil.ORCID 0000-0003-0980-1114
Ian H HardingQIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.ORCID 0000-0002-6843-9592
Thiago J R RezendeDepartment of Neurology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil.ORCID 0000-0003-1408-2812
Melanie BahloThe Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, Australia. bahlo@wehi.edu.au.ORCID 0000-0001-5132-0774

Funding

Department of Health | National Health and Medical Research Council (NHMRC) GNT1195236
6 · The paper itself

Abstract

The spinal cord is critical to motor, sensory, autonomic function, and increasingly implicated in neurological disease and human health, yet its genetic architecture remains largely unexplored. We perform large-scale phenotyping of the upper cervical spinal cord (C1-C3) structure using brain magnetic resonance imaging from over 80,000 UK Biobank participants, extracting shape metrics including cross-sectional area, diameters, and eccentricity. We identify a total of 179 independent genome-wide significant variants, with cervical spinal cord morphology showing moderate to high SNP-based heritability (0.16 to 0.42). We also uncover sex-specific genetic signals, highlighting potential biological sex differences in spinal cord development. In addition, spinal cord structure is associated with a wide range of neurological, metabolic, and systemic conditions, such as multiple sclerosis, neuropathies, diabetes, and attention-deficit/hyperactivity disorder. These findings establish the cervical spinal cord as a genetically informative and health relevant structure, offering opportunities to study its role in disease mechanisms and human health.

Indexed as

Cervical CordMagnetic Resonance ImagingSpinal CordFemaleGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMaleMiddle AgedPolymorphism, Single NucleotideUK Biobank

Identifiers

PMID42893988
PMCPMC13677749

What OpenQuestion holds

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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.