Cargando…
Nomograms Based on the Advanced Lung Cancer Inflammation Index for the Prediction of Coronary Artery Disease and Calcification
AIM: To develop and validate 3 nomograms incorporating the advanced lung cancer inflammation index (ALI) that can aid in predicting the risk of coronary artery disease (CAD) and coronary artery calcification (CAC). METHODS: The study enrolled 562 consecutive patients with suspected CAD who underwent...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619753/ https://www.ncbi.nlm.nih.gov/pubmed/34786986 http://dx.doi.org/10.1177/10760296211060455 |
_version_ | 1784605068166692864 |
---|---|
author | Fan, Wenjun Zhang, Ying Liu, Yixiang Ding, Zhenjiang Si, Yueqiao Shi, Fei Liu, Jingyi Sun, Lixian |
author_facet | Fan, Wenjun Zhang, Ying Liu, Yixiang Ding, Zhenjiang Si, Yueqiao Shi, Fei Liu, Jingyi Sun, Lixian |
author_sort | Fan, Wenjun |
collection | PubMed |
description | AIM: To develop and validate 3 nomograms incorporating the advanced lung cancer inflammation index (ALI) that can aid in predicting the risk of coronary artery disease (CAD) and coronary artery calcification (CAC). METHODS: The study enrolled 562 consecutive patients with suspected CAD who underwent coronary computed tomographic angiography between September 2015 and June 2017. Independent risk factors for CAD, CAC, and CAD with CAC were identified via univariate and multivariate analysis, and nomograms were established based on the independent predictors identified. The area under the curve (AUC), calibration curve, and decision curve analysis were used to evaluate the nomograms. Correlations between ALI and other clinical indicators were examined via Spearman correlation analysis. RESULTS: In total, 549 patients with suspected CAD who underwent coronary computed tomographic angiography were included. Male sex, hypertension, diabetes, dyslipidemia, ischemic stroke, and ALI were independent predictors of both CAD and CAC. Male sex, hypertension, diabetes, dyslipidemia, and ALI were also identified as independent predictors of CAD with CAC. The AUC values for the nomograms developed using these risk factors were 0.739 (95% confidence interval [CI], 0.693-0.785), 0.728 (95% CI, 0.684-0.772), and 0.717 (95% CI 0.673-0.761), respectively. ALI was negatively correlated with neutrophil-to-lymphocyte ratio and CAC score and positively correlated with serum albumin levels and body mass index (all P < .05). CONCLUSIONS: ALI is an independent predictor of CAD, CAC, and CAD with CAC. Our ALI-based nomograms can provide accurate and individualized risk predictions for patients with suspected CAD. |
format | Online Article Text |
id | pubmed-8619753 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-86197532021-11-27 Nomograms Based on the Advanced Lung Cancer Inflammation Index for the Prediction of Coronary Artery Disease and Calcification Fan, Wenjun Zhang, Ying Liu, Yixiang Ding, Zhenjiang Si, Yueqiao Shi, Fei Liu, Jingyi Sun, Lixian Clin Appl Thromb Hemost Original Manuscript AIM: To develop and validate 3 nomograms incorporating the advanced lung cancer inflammation index (ALI) that can aid in predicting the risk of coronary artery disease (CAD) and coronary artery calcification (CAC). METHODS: The study enrolled 562 consecutive patients with suspected CAD who underwent coronary computed tomographic angiography between September 2015 and June 2017. Independent risk factors for CAD, CAC, and CAD with CAC were identified via univariate and multivariate analysis, and nomograms were established based on the independent predictors identified. The area under the curve (AUC), calibration curve, and decision curve analysis were used to evaluate the nomograms. Correlations between ALI and other clinical indicators were examined via Spearman correlation analysis. RESULTS: In total, 549 patients with suspected CAD who underwent coronary computed tomographic angiography were included. Male sex, hypertension, diabetes, dyslipidemia, ischemic stroke, and ALI were independent predictors of both CAD and CAC. Male sex, hypertension, diabetes, dyslipidemia, and ALI were also identified as independent predictors of CAD with CAC. The AUC values for the nomograms developed using these risk factors were 0.739 (95% confidence interval [CI], 0.693-0.785), 0.728 (95% CI, 0.684-0.772), and 0.717 (95% CI 0.673-0.761), respectively. ALI was negatively correlated with neutrophil-to-lymphocyte ratio and CAC score and positively correlated with serum albumin levels and body mass index (all P < .05). CONCLUSIONS: ALI is an independent predictor of CAD, CAC, and CAD with CAC. Our ALI-based nomograms can provide accurate and individualized risk predictions for patients with suspected CAD. SAGE Publications 2021-11-17 /pmc/articles/PMC8619753/ /pubmed/34786986 http://dx.doi.org/10.1177/10760296211060455 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Manuscript Fan, Wenjun Zhang, Ying Liu, Yixiang Ding, Zhenjiang Si, Yueqiao Shi, Fei Liu, Jingyi Sun, Lixian Nomograms Based on the Advanced Lung Cancer Inflammation Index for the Prediction of Coronary Artery Disease and Calcification |
title | Nomograms Based on the Advanced Lung Cancer Inflammation Index for the Prediction of Coronary Artery Disease and Calcification |
title_full | Nomograms Based on the Advanced Lung Cancer Inflammation Index for the Prediction of Coronary Artery Disease and Calcification |
title_fullStr | Nomograms Based on the Advanced Lung Cancer Inflammation Index for the Prediction of Coronary Artery Disease and Calcification |
title_full_unstemmed | Nomograms Based on the Advanced Lung Cancer Inflammation Index for the Prediction of Coronary Artery Disease and Calcification |
title_short | Nomograms Based on the Advanced Lung Cancer Inflammation Index for the Prediction of Coronary Artery Disease and Calcification |
title_sort | nomograms based on the advanced lung cancer inflammation index for the prediction of coronary artery disease and calcification |
topic | Original Manuscript |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619753/ https://www.ncbi.nlm.nih.gov/pubmed/34786986 http://dx.doi.org/10.1177/10760296211060455 |
work_keys_str_mv | AT fanwenjun nomogramsbasedontheadvancedlungcancerinflammationindexforthepredictionofcoronaryarterydiseaseandcalcification AT zhangying nomogramsbasedontheadvancedlungcancerinflammationindexforthepredictionofcoronaryarterydiseaseandcalcification AT liuyixiang nomogramsbasedontheadvancedlungcancerinflammationindexforthepredictionofcoronaryarterydiseaseandcalcification AT dingzhenjiang nomogramsbasedontheadvancedlungcancerinflammationindexforthepredictionofcoronaryarterydiseaseandcalcification AT siyueqiao nomogramsbasedontheadvancedlungcancerinflammationindexforthepredictionofcoronaryarterydiseaseandcalcification AT shifei nomogramsbasedontheadvancedlungcancerinflammationindexforthepredictionofcoronaryarterydiseaseandcalcification AT liujingyi nomogramsbasedontheadvancedlungcancerinflammationindexforthepredictionofcoronaryarterydiseaseandcalcification AT sunlixian nomogramsbasedontheadvancedlungcancerinflammationindexforthepredictionofcoronaryarterydiseaseandcalcification |