Evidence map›Paper›PMID 41748655›Full record

ArticleScientific reports2026

Nonlinear association between sleep duration and thyroid hormone levels in patients with thyroid cancer.

Wenbo Zhao, Hongyu Tan, Yuhao Yan, Jiaqi Zhang

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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.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Wenbo ZhaoMedical College of Hebei University of Engineering, Handan, China.
Hongyu TanTieling Health Vocational Collage, Liaoning, China.
Yuhao YanDepartment of Radiology, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China. yhy62832018@163.com.
Jiaqi ZhangHealth Management Center, Second Affliated Hospital of Naval Medical University, Shanghai, China. 812677210@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sleep duration is a modifiable behavioral factor that may influence endocrine regulation, yet its specific association with thyroid function among thyroid cancer patients has not been fully elucidated. Thyroid hormones—including thyroid-stimulating hormone (TSH), triiodothyronine (T3), and thyroxine (T4)—are key regulators of metabolism and are sensitive to sleep-related circadian changes. This study included 1 204 participants from a Chinese clinical thyroid cancer cohort (2022–2024). Sleep duration was categorized as short (≤ 6 h), normal (7–8 h), and long (≥ 9 h). Baseline characteristics were compared using χ2 and ANOVA tests (Table 1). Multivariable linear regression models evaluated associations between sleep duration and serum TSH, T3, and T4 levels, adjusting for demographic and clinical covariates. Piecewise linear regression and locally weighted scatterplot smoothing (LOESS) curves assessed nonlinear dose–response patterns, while gender-stratified analyses explored effect modification. Participants with short or long sleep had significantly altered thyroid hormone profiles compared with those reporting 7–8 h of sleep. In fully adjusted models, short sleep was associated with higher TSH (β = 0.48, 95% CI 0.40–0.56; p < 0.001) and lower T3 (β = –0.045, 95% CI –0.061–; –0.029; p < 0.001) and T4 (β = –0.318, 95% CI –0.437–; –0.198; p < 0.001). Long sleep showed a weaker but consistent trend (TSH β = 0.53, 95% CI 0.44–0.62; p < 0.001). Piecewise regression identified a threshold near 7 h, confirming a U-shaped relationship between sleep duration and thyroid hormones. LOESS curves visually demonstrated this nonlinear pattern, and gender-stratified analyses revealed sex-specific differences in the association between sleep duration and thyroid hormones. Both insufficient and excessive sleep were associated with dysregulated thyroid hormone levels in thyroid cancer patients, indicating a nonlinear U-shaped relationship with an optimal sleep duration around 7 h. Table 1 Baseline characteristics of thyroid cancer patients stratified by sleep duration. Variable Overall (n = 1204) Short sleep (≤ 6 h, n = 420) Normal sleep (7–8 h, n = 532) Long sleep (≥ 9 h, n = 252) p-value Sex, n (%) Female 856 (71.1) 303 (72.1) 366 (68.8) 187 (74.2) 0.249 Male 348 (28.9) 117 (27.9) 166 (31.2) 65 (25.8) Hypertension, n (%) No 683 (56.7) 229 (54.5) 316 (59.4) 138 (54.8) 0.25 Yes 521 (43.3) 191 (45.5) 216 (40.6) 114 (45.2) Diabetes, n (%) No 954 (79.2) 335 (79.8) 430 (80.8) 189 (75.0) 0.162 Yes 250 (20.8) 85 (20.2) 102 (19.2) 63 (25.0) Stroke, n (%) No 1166 (96.8) 410 (97.6) 513 (96.4) 243 (96.4) 0.53 Yes 38 (3.2) 10 (2.4) 19 (3.6) 9 (3.6) Age, years 56.8 ± 8.2 54.8 ± 7.4 56.5 ± 8.2 60.8 ± 8.0  < 0.001 BMI, kg/m2 25.6 ± 2.9 26.5 ± 2.8 25.3 ± 2.8 24.6 ± 2.8  < 0.001 Cotinine, ng/mL 90.0 ± 30.5 90.3 ± 30.4 91.8 ± 30.0 85.6 ± 31.3 0.029 TSH, mIU/L 2.94 ± 0.65 3.14 ± 0.58 2.66 ± 0.62 3.21 ± 0.60  < 0.001 T3, ng/dL 1.46 ± 0.12 1.44 ± 0.12 1.48 ± 0.12 1.45 ± 0.11  < 0.001 T4, µg/dL 8.22 ± 0.92 8.05 ± 0.91 8.36 ± 0.90 8.21 ± 0.94  < 0.001 Data are expressed as mean ± standard deviation (SD) or n (%). p-values were calculated using one-way ANOVA for continuous variables and χ2 tests for categorical variables. TSH thyroid-stimulating hormone, T3 triiodothyronine, T4 thyroxine, BMI body mass index.

Indexed as

SleepSleep DurationThyroid HormonesThyroid NeoplasmsAdultAgedFemaleHumansMaleMiddle AgedThyrotropinThyroxineTriiodothyronineThyroid HormonesThyrotropinThyroxineTriiodothyronineNon-linear relationshipSleep durationSleep health habitsThyroid cancerThyroid hormones

Identifiers

PMID41748655
PMCPMC13043906

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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 Socratic graph.