Evidence map›Paper›PMID 41420183›Full record

ArticleBMC nutrition2025

A literature-based gut microbiota dietary index and its association with obstructive sleep apnea risk: a population-based, cross-sectional study.

Yuhan Dai, Jukun Song, Guohui Bai, Jianguo Liu

Abstract read
In one paragraph

Article in BMC nutrition, 2025. 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

4 authors.

Yuhan DaiSchool of Stomatology, Zunyi Medical University, Zunyi, China.
Jukun SongDepartment of Oral and Maxillofacial Surgery, the Affiliated Stomatological Hospital of Guizhou Medical University, Guiyang, China.
Guohui BaiSchool of Stomatology, Zunyi Medical University, Zunyi, China. baiguohui1228@126.com.
Jianguo LiuSchool of Stomatology, Zunyi Medical University, Zunyi, China. 2265219640@qq.com.

Funding

Zunyi Oral Disease Immune Prevention and Medical Biomaterials Research and Development Innovation Talent Team, Zunyi Science Talent [2022] No.1
6 · The paper itself

Abstract

backgroundLimited research has explored the link between the Literature-Based Dietary Index for Gut Microbiota (LBDI-GM) and Obstructive Sleep Apnea (OSA). This study aims to examine the relationship between these two conditions.

methodsThis cross-sectional analysis utilized data from the 2015-2018 National Health and Nutritional Examination Survey (NHANES). Obstructive sleep apnea (OSA) served as the independent variable, evaluated through self-reported questionnaires. The dependent variable was the novel literature-Based Dietary Index for Gut Microbiota, which quantified dietary patterns linked to intestinal microbiome characteristics. Weighted multivariable logistic regression modeling explored associations between LBDI-GM and OSA. Supplementary subgroup and interaction evaluations were performed.

resultA total of 8,707 participants were included in the final analysis, with a mean age of 47.66 years (SD = 0.43). The study population was nearly equally distributed by sex, with 4,460 males (51.2%) and 4,247 females (48.8%). Following comprehensive adjustment for potential confounders in the weighted logistic regression model (Model III), LBDI-GM demonstrated a statistically significant inverse association with OSA risk (OR = 0.967, 95% CI: 0.938-0.996, p = 0.025). Sex-stratified analyses indicated that this protective association was particularly evident among female participants.

conclusionsThis cross-sectional study identified an inverse association between LBDI-GM and OSA, suggesting that dietary patterns promoting gut microbiota health may play a role in reducing the risk of OSA. These findings highlight the potential for integrating dietary interventions into clinical practice to improve OSA management.

Indexed as

Gut microbiotaLiterature-Based Dietary Index for Gut MicrobiotaNhanesOSA

Identifiers

PMID41420183
PMCPMC12751617

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.