ArticleCardiology research2026
The Association Between Cholesterol, High-Density Lipoprotein, and Glucose Index and Mortality in Young and Middle-Aged Adults With Diabetes or Prediabetes: NHANES Data (1999-2018).
Article in Cardiology research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: This study aimed to investigate the association between cholesterol, high-density lipoprotein, and glucose (CHG) index and mortality among patients with diabetes or prediabetes and to determine whether this association changes with age. Methods: From the National Health and Nutrition Examination Survey (1999-2018), 14,369 patients with diabetes or prediabetes were selected and divided into two age groups: 50 years and younger, and older than 50 years. The Cox proportional hazards models, restricted cubic spline (RCS) models and interaction test were employed to analyze the associations between CHG index and mortality. Results: During a median follow-up of 96 months, 2,741 deaths from all causes and 899 deaths related to cardiovascular issues were recorded. Cox proportional hazards regression analysis found a positive correlation between the CHG index and mortality from all causes, as well as cardiovascular causes. According to the RCS model, there is a U-shaped correlation between the baseline CHG index and mortality, and age significantly interacts with this relationship. The study revealed a significant correlation between increased CHG and a heightened risk of death in people aged 50 years and below. Conclusions: We found that the CHG index is associated with mortality in individuals younger than 50 years, underscoring the critical role of the CHG index in identifying and screening for mortality risk among those with early-onset diabetes.
Indexed as
Identifiers
What Socratic 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 Socratic graph.