ArticleBMC public health2024
Saturation effects of the relationship between physical exercise and systemic immune inflammation index in the short-sleep population: a cross-sectional study.
Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers, 5 of them syntheses that pooled 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.
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
45 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Spectrum of mental health among students: A scientometric analysis of 20 years of research on depression and anxiety.Medicine · 2025Pooled it
- Influence factors associated with fertility intention among people living with HIV in China and other regions: a systematic review and meta-analysis.BMC public health · 2024Pooled it
- Prevalence of and risk factors for low back pain among professional drivers: a systematic review and meta-analysis.Journal of orthopaedic surgery and research · 2024Pooled it
- Evidence map of traditional Chinese exercises.Frontiers in public health · 2024Pooled it
- Impact of exercise type, duration, and intensity on depressive symptoms in older adults: a systematic review and meta-analysis.Frontiers in psychology · 2024Pooled it
- Human biomarker navigator.iMeta · 2026Review
- Exploring the role of β2-microglobulin in the relationship between physical activity and DNAm-predicted PhenoAge: Evidence from a population-based and mice single-cell RNA-sequencing study.Journal of advanced research · 2026Article
- Association Between Systemic Inflammation Response Index and Specific Depressive Symptoms: Evidence From a Cross-Sectional Survey.Brain and behavior · 2026Article
- The Lactate Nexus: A Molecular Bridge Linking Physical Activity, Sleep, and Cognitive Enhancement.Biomedicines · 2026Review
- A meta-analysis of the effects of high-intensity interval training on C-reactive protein in children with obesity.iScience · 2026Article
- Nonlinear Association of Daily Sitting Time With Depression Risk in US Adults: A Cross-Sectional Study.Behavioural neurology · 2026Article
- Establishment and Validation of Machine Learning Model for Predicting Suicide Risk in Patients with Major Depressive Disorder.Neuropsychiatric disease and treatment · 2026Article
- Latent profile analysis of sleep quality and its association with psychological resilience among emergency department nurses.Frontiers in psychology · 2026Article
- War, amputation, and resilience: assessing health-related quality of life in Syrian prosthetic users.International journal for equity in health · 2025Article
- Skeletal Muscle-Cardiac Muscle Aging: Shared Mechanisms and Multimodal Interventions.JACC. Advances · 2025Review
- Variation of bone-related and inflammatory biomarkers after a half-marathon running in trained subjects.European journal of applied physiology · 2025Article
- The mechanism of how adolescents' physical self-esteem and psychological resilience influence sports participation: the chain mediating roles of exercise motivation and social support.BMC sports science, medicine & rehabilitation · 2025Article
- Knowledge, attitudes, and practices (KAP) regarding nutrition among bodybuilders of Zanjan, Northwest of Iran: a cross-sectional study.BMC sports science, medicine & rehabilitation · 2025Article
- Nutrient deficiency and physical inactivity in middle-aged adults with dynapenia and metabolic syndrome: results from a nationwide survey.Nutrition & metabolism · 2025Article
- Mediation role of telomere length in the relationship between physical activity and PhenoAge: A population-based study.Journal of exercise science and fitness · 2025Article
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
Abstract
backgroundShort sleep can lead to an increase in inflammation and regular exercise has been shown to have a mitigation effect. However, the association between physical exercise (PE) and inflammation in the short sleep population is an unknown and intriguing issue.
methodsNHANES dataset spanning the years 2007 to 2018 were analyzed. To investigate the relationship mentioned above, we carried out multivariate linear regression models controlling for sociodemographic and lifestyles factors. The systemic immune inflammation index (SII) served as a reflection of inflammatory potential, calculated as the product of platelet count, neutrophil count, and divided by the lymphocyte count. Self-reported questionnaires were used to collect sleep and exercise information.
resultsA total of 14,664 participants were included for final analysis. Across the three models, PE showed significant negative associations with SII as a continuous variable [Crude Model, β (95% CI): -1.261(-1.600, -0.922), p < 0.001; Model 1, β (95% CI): -1.005(-1.344, -0.666), p < 0.001; Model 2, β (95% CI): -0.470(-0.827, -0.112), p = 0.011]. The consistent nature of the findings persisted when investigating physical exercise (PE) as a categorized variable. By two-piecewise linear regression model, we calculated a saturation effect of PE with the inflection point as 2400 MET-minutes/week.
conclusionThis study suggested that performing no more than 2400 MET-minutes/week of PE was associated with lower SII levels in the short sleep population, while more PE might not bring additional benefits.
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.