Table · dataset · 2026
Table 1_Association of healthy sleep patterns with incident cervical disc disorders: a prospective study.docx
Listed in HKU DataHub and figshare and Loughborough Research Repository — shown once because both records carry DOI 10.3389/fnins.2026.1940620.s001
Background<p>There is limited evidence regarding the relationship between multidimensional sleep behaviors and incident cervical disc disorders.
Description
This study examined whether a composite healthy sleep pattern was associated with the subsequent risk of cervical disc disorders.</p>Methods<p>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.</p>Results<p>During follow-up, 2,735 incident cases were documented.
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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 (P for interaction = 0.018).</p>Conclusion<p>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.</p>
Links
Where it is published
- DOI doi.org/10.3389/fnins.2026.1940620.s001 ↗
DOI / persistent id · from datahub hku hk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from datahub hku hk
Topics
- From keywords
- Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Longitudinal study · Longitudinal study · Longitudinal study · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science
- Inferred from text
- Epidemiology 69% · Tabular 65%
Provenance · 3 source records, 35 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/34009284 | 4 d ago | JSON v1 |
| figshare | oai:figshare.com:article/34009284 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/34009284 | 3 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].anzsrc:group:4202 | enrichment · datahub hku hk | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[method].local:method:longitudinal-study | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['cohort study'] |
| concepts[method].local:method:longitudinal-study | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['cohort study'] |
| concepts[method].local:method:longitudinal-study | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['cohort study'] |
| concepts[modality].local:modality:tabular | enrichment · datahub hku hk | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/description |
| license | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/rights |
| publication_date | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| title | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/title |