Development and validation of a nomogram of all-cause mortality in adult Americans with diabetes

Autor:	Xia Shen, Xiao Hua Zhang, Long Yang, Peng Fei Wang, Jian Feng Zhang, Shao Zheng Song, Lei Jiang
Jazyk:	angličtina
Rok vydání:	2024
Předmět:	Nomogram LASSO regression NHANES Diabetes Mortality Medicine Science
Zdroj:	Scientific Reports, Vol 14, Iss 1, Pp 1-14 (2024)
Druh dokumentu:	article
ISSN:	2045-2322
DOI:	10.1038/s41598-024-69581-3
Popis:	Abstract This study aimed to develop and validate a predictive model of all-cause mortality risk in American adults aged ≥ 18 years with diabetes. 7918 participants with diabetes were enrolled from the National Health and Nutrition Examination Survey (NHANES) 1999–2016 and followed for a median of 96 months. The primary study endpoint was the all-cause mortality. Predictors of all-cause mortality included age, Monocytes, Erythrocyte, creatinine, Nutrition Risk Index (NRI), neutrophils/lymphocytes (NLR), smoking habits, alcohol consumption, cardiovascular disease (CVD), urinary albumin excretion rate (UAE), and insulin use. The c-index was 0.790 (95% CI 0.779–0.801, P
Databáze:	Directory of Open Access Journals
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