Evidence mapPaperPMID 42326568Full record

ReviewArchives of rehabilitation research and clinical translation2026

Precision Rehabilitation in Spinal Cord Injury: A Systematic Review of Omics Applications for Intervention Monitoring in Spinal Cord Injury.

Alexander Stacul, Ezra Valido, Nicole Nyfeler, Alessandro Bertolo, Ramona M Zeh, Andrea O Fontana, Jürgen Pannek, Jörg Krebs, Alexander Leichtle, Marija Glisic and 1 more

Abstract readReview
In one paragraph

Review in Archives of rehabilitation research and clinical translation, 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

11 authors.

Alexander StaculSCI Population Biobanking and Translational Research, Swiss Paraplegic Research, Nottwil, Switzerland.
Ezra ValidoSCI Population Biobanking and Translational Research, Swiss Paraplegic Research, Nottwil, Switzerland.
Nicole NyfelerSCI Population Biobanking and Translational Research, Swiss Paraplegic Research, Nottwil, Switzerland.
Alessandro BertoloSCI Population Biobanking and Translational Research, Swiss Paraplegic Research, Nottwil, Switzerland.
Ramona M ZehSCI Population Biobanking and Translational Research, Swiss Paraplegic Research, Nottwil, Switzerland.
Andrea O FontanaSwiss Paraplegic Center, Nottwil, Switzerland.
Jürgen PannekDepartment of Neuro-Urology, Swiss Paraplegic Center, Nottwil, Switzerland.
Jörg KrebsNeuro-Urology, Swiss Paraplegic Research, Nottwil, Switzerland.
Alexander LeichtleZentrallabor, Cantonal Hospital Baden (KSB), Baden, Switzerland.
Marija GlisicInstitute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.
Jivko StoyanovSCI Population Biobanking and Translational Research, Swiss Paraplegic Research, Nottwil, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To systematically evaluate the application and utility of omics technologies, high-throughput methods measuring the complete or targeted set of molecules inside a biological system at a certain timepoint, in monitoring and optimizing rehabilitation interventions in traumatic spinal cord injury. Data sources: Embase, Medline/Ovid, and Web of Science were searched from inception to November 27, 2024. Study Selection: Eligible studies included adults (≥18 years) with spinal cord injury undergoing rehabilitation interventions assessed using omics technologies (genomics, epigenomics, transcriptomics, proteomics, metabolomics, or metagenomics). Data Extraction: Following PRISMA guidelines, independent screening, data extraction, and risk of bias (RoB) assessment (National Institutes of Health Quality Assessment Tools) were performed by 2 investigators. Based on RoB assessment, studies were classified from level 1 (most reliable) to level 4 (least reliable). Data synthesis: Twenty-three trials were included: 8 randomized controlled trials, 5 non-randomized controlled trials, and 10 pre-post trials. Twenty-two studies (96%) exhibit a moderate RoB due to small sample size and heterogeneity. Omics technologies were primarily applied to exercise and electrical muscle stimulation interventions (65%), followed by hormonal and cellular therapies (22%), and diet (13%). Transcriptomic analyses revealed consistent molecular adaptations, including increased mitochondrial biogenesis (proliferator-activated receptor gamma coactivator 1-alpha) and reduced muscle atrophy gene expression (myostatin), correlating with enhanced insulin sensitivity and improved aerobic capacity. Metagenomics consistently identified microbiome shifts, such as decreased inflammatory taxa and increased beneficial taxa, associated with improved metabolic profiles and bowel function. Proteomics and metabolomics highlighted systemic changes related to neurorecovery, immune modulation, and sperm motility, linking molecular signatures directly to clinical outcomes. Conclusions: Omics technologies enable early identification of molecular alterations. However, given small sample sizes and heterogeneity of the current studies, these findings should be interpreted with caution. Gradual integration of omics, particularly epigenomics which may capture long-term, injury-related changes holds promise for developing personalized rehabilitation protocols and monitoring clinical progression in spinal cord injury.

Indexed as

InterventionOmicsRehabilitationRehabilitation outcomeSpinal cord injury

Identifiers

PMID42326568
PMCPMC13282838

What Socratic 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 Socratic graph.