ArticleFrontiers in nutrition2024
Association between nutrition-related indicators with the risk of chronic obstructive pulmonary disease and all-cause mortality in the elderly population: evidence from NHANES.
Article in Frontiers in nutrition, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers.
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Who cites it
39 citing papers in PubMed.
- Evaluating prognostic value of the prognostic nutritional index, CRP-to-albumin ratio and lymphocyte-to-CRP ratio in patients with idiopathic pulmonary fibrosis.Annals of medicine · 2026Article
- Albumin-based nutritional-inflammatory indices and prognosis in critically ill patients with acute myocardial infarction: a MIMIC-IV cohort study.BMC cardiovascular disorders · 2026Article
- [Comparison of preoperative nutritional scoring systems for predicting survival in upper tract urothelial carcinoma].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2026Article
- Association of triglyceride-cholesterol-body weight index with in-hospital mortality in critically ill patients with heart failure.Scientific reports · 2026Article
- Association Between Phase Angle, Muscle Mass Distribution, and Quality of Life in Patients with Chronic Obstructive Pulmonary Disease.Journal of clinical medicine · 2026Article
- An L-shaped association between prognostic nutritional index and all-cause mortality among adults with depressive symptoms: a cohort study using NHANES 2005-2018.BMC psychiatry · 2026Article
- The association between the geriatric nutritional risk index (GNRI) and postoperative outcomes after hip fracture in older adults: a prospective cohort study.BMC geriatrics · 2026Observational
- Association between a novel nutritional index and coronary heart disease in COPD patients: a retrospective study in China.BMC pulmonary medicine · 2026Article
- Nonlinear association between advanced lung cancer inflammation index and latent tuberculosis infection risk: threshold effects and predictive value of a novel biomarker.Journal of thoracic disease · 2026Article
- Association between controlling nutritional status (CONUT) and all-cause mortality in elderly hospitalized patients with acute exacerbation of chronic obstructive pulmonary disease: a retrospective cohort study.Frontiers in nutrition · 2026Article
- Diagnostic value of geriatric nutritional risk index and phase angle for malnutrition in patients with COPD: a retrospective cohort study.Frontiers in nutrition · 2026Article
- Associations of Geriatric Nutritional Risk Index and Prognostic Nutritional Index With All-Cause and Cardiovascular Mortality in DKD: NHANES 1999-2018.International journal of endocrinology · 2026Article
- The association of the advanced lung cancer inflammation index with the risk ofFrontiers in cellular and infection microbiology · 2026Article
- The predictive value of malnutrition on the prognosis of severe respiratory failure in elderly patients: a multicenter retrospective study based on interpretable machine learning.Frontiers in nutrition · 2026Article
- Association between prognostic nutritional index and 90-day readmission in patients with acute exacerbation of chronic obstructive pulmonary disease: a multicenter study.Frontiers in nutrition · 2026Article
- Comparison of Tools for Nutrition Assessment in Stable Subjects with Chronic Obstructive Pulmonary Disease: Which is the Best Mortality Predictor in Real Clinical Practice?International journal of chronic obstructive pulmonary disease · 2026Observational
- The Role of Advanced Lung Cancer Inflammation Index in Predicting COPD Exacerbation Risks.International journal of chronic obstructive pulmonary disease · 2026Article
- The neutrophil-to-lymphocyte ratio is associated with adverse outcomes in patients with anti-neutrophil cytoplasmic antibody-associated vasculitis.Frontiers in immunology · 2026Article
- The Effect of Diabetes Medication on the Scores of the GNRI and CONUT Nutritional Indices: Cross-Sectional and Longitudinal Retrospective Studies.Clinical and translational science · 2025Article
- Association between geriatric nutritional risk index (GNRI) and asthma in elderly individuals aged 60 and above: a cross-sectional study of the NHANES 2005-2018.BMC pulmonary medicine · 2025Article
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5 authors.
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Abstract
Background: This study aims to use six nutrition-related indicators to assess the relationship between nutritional status and the risk of COPD as well as the all-cause mortality rate, and to determine the most reliable predictive indicators. Methods: Data from the National Health and Nutrition Examination Survey (NHANES) spanning the years 2013 to 2018 were extracted. Nutritional status was evaluated using Controlling nutritional status (CONUT) score, Geriatric Nutritional Risk Index (GNRI), Advanced Lung Cancer Inflammation Index (ALI), Prognostic Nutritional Index (PNI), Triglycerides (TG) × Total Cholesterol (TC) × Body Weight (BW) Index (TCBI), and Albumin-to-Globulin Ratio (AGR) nutritional-related indicators. Multivariate weighted logistic and Cox regression models were employed to assess the correlation between the six nutritional-related indicators and the risk of COPD and as all-cause mortality. The restricted cubic spline tests were applied to explore potential nonlinear relationships, and ROC curves and C-index analyses were conducted to compare the predictive capabilities of different indicators. Stratified analysis and propensity score matching (PSM) to assess the robustness of the results. Results: In this study, Lower ALI, lower GNRI, and higher CONUT scores were positively correlated with an increased risk of COPD (OR: 1.77, 95% CI: 1.10-2.84) (OR: 8.66, 95% CI: 2.95-25.5), and (OR: 5.11, 95% CI: 1.72-15.2), respectively. It was found that ALI and GNRI had a non-linear relationship with the risk of COPD. After propensity score matching (PSM), the associations between ALI, GNRI, CONUT scores, and COPD remained consistent. Lower ALI, PNI, and GNRI scores were positively associated with all-cause mortality in COPD patients (HR: 2.41, 95% CI: 1.10-5.27), (HR: 3.76, 95% CI: 1.89-7.48), and (HR: 4.55, 95% CI: 1.30-15.9), respectively, with GNRI displaying a non-linear relationship with all-cause mortality. ROC curve and C-index analyses indicated that ALI had the best predictive ability for both COPD risk and all-cause mortality. Conclusion: ALI, GNRI, and CONUT scores are correlated with the risk of COPD, while ALI, PNI, and GNRI scores are associated with all-cause mortality in COPD patients. Compared to other nutritional scores, ALI may provide more effective predictive value for both risk and all-cause mortality.
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