Association of C-reactive Protein-albumin-lymphocyte Index (CALLY) With All-cause Mortality in Diabetic Patients (required)

Kunming Children's Hospital

Status: Completed

Conditions: Diabetes

Study type: Observational

Funder types: Other

Identifiers

NCT06976359

20250508CALLY

The 14th Five-Year Plan Yunnan (Other Identifier)

Details and patient eligibility

About

Based on retrospective cohort data from 3,988 diabetic patients in the NHANES database, this study is the first to show a significant negative correlation between the CALLY index and all-cause mortality in diabetic patients, with good predictive ability for their survival risk. Our findings can help clinicians better assess disease progression in diabetic patients and provide a reference for personalized, precision medicine.

Full description

All analyses accounted for NHANES sample weights, clustering, and stratification. We used EmpowerStats (v4.1, www.empowerstats.com) and R software (v4.4.1, www.r-project.org). Continuous variables were expressed as weighted mean ± standard error (SE), and categorical variables as weighted percentages. Associations between the CALLY index and all-cause mortality were assessed using Cox proportional hazards models. Model 1 was the unadjusted crude model. Model 2 included adjustments for age, sex, race, BMI, PIR, education, smoking, and alcohol consumption. Model 3 was the fully adjusted model including additional covariates, HDL, TC, BUN, uric acid, SCR, physical activity, energy intake, hypertension, CVD. Kaplan-Meier survival curves were used to compare survival across CALLY quartiles; differences were assessed using log-rank tests. Nonlinear associations were examined with smoothed curve fitting. Subgroup analyses explored consistency across strata. ROC curves and AUC were used to compare the predictive performance of CALLY, SII, PLR, and NLR. P < 0.05 was considered statistically significant.

Enrollment: 3,988 patients

Sex: All

Ages: 40+ years old

Volunteers: Accepts Healthy Volunteers

Inclusion and exclusion criteria

Inclusion Criteria:

(1) self-reported doctor-diagnosed diabetes; (2) fasting blood glucose ≥ 7.0 mmol/L; (3) two-hour oral glucose tolerance test blood glucose ≥ 11.1 mmol/L; (4) glycated hemoglobin A1c (HbA1c) ≥ 6.5%; or (5) use of hypoglycemic medication.