Evidence map›Paper›PMID 42601758›Full record

ArticleMedicine2026

Association between the C-reactive protein-triglyceride-glucose index and obstructive sleep apnea risk: Mediating role of body mass index in U.S. adults.

Wanglin Wen, Ran He, Zihan Fang, Sijia Fang, Lanzhi Zheng

Abstract read
In one paragraph

Article in Medicine, 2026. 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

5 authors.

Wanglin WenDepartment of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China.ORCID 0009-0004-7160-436
Ran HeDepartment of Nephrology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China.
Zihan FangDepartment of Nephrology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China.
Sijia FangDepartment of Nephrology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China.
Lanzhi ZhengDepartment of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China.ORCID 0009-0002-0435-1599

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Obstructive sleep apnea (OSA) is characterized by intermittent hypoxia, fragmented sleep, and heightened sympathetic activity, drivers of oxidative stress, systemic inflammation, and metabolic dysregulation. The C-reactive protein-triglyceride-glucose index (CTI) has recently emerged as a composite marker of inflammatory and metabolic states. This study aimed to investigate the association between the CTI index and OSA risk in a nationally representative United States adult population. We analyzed data from 4564 participants in the 2015 to 2018 National Health and Nutrition Examination Survey. Logistic regression, restricted cubic spline modeling, and subgroup analyses were performed to examine the association between CTI and OSA risk. Predictive performance of CTI was compared with triglyceride-glucose and C-reactive protein using receiver operating characteristic curves. Mediation analysis assessed the role of body mass index (BMI). Higher CTI was positively associated with increased OSA risk, and no significant evidence of nonlinearity was observed (P for nonlinear = .424). Each unit increase in CTI corresponded to a 43% higher odds of OSA, and those in the highest quartile had over twice the odds compared with the lowest. CTI showed slightly higher discriminatory ability than the TyG index and CRP, although its overall discriminative performance remained modest. BMI statistically mediated 56.3% of the observed association. Findings were consistent across subgroups. CTI was independently associated with OSA among United States adults, with BMI accounting for a substantial proportion of this association. As a readily available biomarker integrating inflammatory and metabolic information, CTI may provide additional value for OSA risk assessment.

Indexed as

Blood GlucoseBody Mass IndexC-Reactive ProteinSleep Apnea, ObstructiveTriglyceridesAdultBiomarkersFemaleHumansMaleMiddle AgedNutrition SurveysRisk FactorsUnited StatesBiomarkersBlood GlucoseC-Reactive ProteinTriglyceridesC-reactive protein–triglyceride-glucose indexinsulin resistanceintermittent hypoxiaNational Health and Nutrition Examination Surveyobstructive sleep apnea

Identifiers

PMID42601758
PMCPMC13480763

What Socratic holds

Textmetadata
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 Socratic graph.