ArticleFrontiers in neuroscience2026
Association of healthy sleep patterns with incident cervical disc disorders: a prospective study.
Article in Frontiers in neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: There is limited evidence regarding the relationship between multidimensional sleep behaviors and incident cervical disc disorders. This study examined whether a composite healthy sleep pattern was associated with the subsequent risk of cervical disc disorders. Methods: This prospective cohort study used data from the UK Biobank. Participants with baseline cervical disc disorders or missing data were excluded, leaving 399,862 participants for analysis. A composite healthy sleep score was derived from five sleep characteristics: sleep chronotype, sleep duration, insomnia, snoring, and daytime sleepiness. The primary outcome was incident cervical disc disorders, identified using ICD-10 codes (M50). Cox proportional hazards models were fitted with adjustment for demographic, lifestyle, and socioeconomic covariates. Results: During follow-up, 2,735 incident cases were documented. Each 1-point increase in the healthy sleep score was associated with an 18% lower risk (HR = 0.82; 95% CI: 0.79-0.85). Participants with a score of 5 had a lower risk than those with a score of 0-1 (HR = 0.43; 95% CI: 0.35-0.52). The inverse association was stronger among participants with higher socioeconomic deprivation ( Conclusion: In this cohort analysis, baseline adherence to healthy sleep behaviors was associated with a significantly lower risk of cervical disc disorders, suggesting that promoting healthy sleep may be a viable strategy for primary prevention.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.