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High-Density Lipoprotein Cholesterol, Blood Urea Nitrogen, and Serum Creatinine Can Predict Severe Acute Pancreatitis

BACKGROUND AND AIMS: Early prediction of disease severity of acute pancreatitis (AP) would be helpful for triaging patients to the appropriate level of care and intervention. The aim of the study was to develop a model able to predict Severe Acute Pancreatitis (SAP). METHODS: A total of 647 patients...

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Autores principales: Hong, Wandong, Lin, Suhan, Zippi, Maddalena, Geng, Wujun, Stock, Simon, Zimmer, Vincent, Xu, Chunfang, Zhou, Mengtao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5585681/
https://www.ncbi.nlm.nih.gov/pubmed/28904946
http://dx.doi.org/10.1155/2017/1648385
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author Hong, Wandong
Lin, Suhan
Zippi, Maddalena
Geng, Wujun
Stock, Simon
Zimmer, Vincent
Xu, Chunfang
Zhou, Mengtao
author_facet Hong, Wandong
Lin, Suhan
Zippi, Maddalena
Geng, Wujun
Stock, Simon
Zimmer, Vincent
Xu, Chunfang
Zhou, Mengtao
author_sort Hong, Wandong
collection PubMed
description BACKGROUND AND AIMS: Early prediction of disease severity of acute pancreatitis (AP) would be helpful for triaging patients to the appropriate level of care and intervention. The aim of the study was to develop a model able to predict Severe Acute Pancreatitis (SAP). METHODS: A total of 647 patients with AP were enrolled. The demographic data, hematocrit, High-Density Lipoprotein Cholesterol (HDL-C) determinant at time of admission, Blood Urea Nitrogen (BUN), and serum creatinine (Scr) determinant at time of admission and 24 hrs after hospitalization were collected and analyzed statistically. RESULTS: Multivariate logistic regression indicated that HDL-C at admission and BUN and Scr at 24 hours (hrs) were independently associated with SAP. A logistic regression function (LR model) was developed to predict SAP as follows: −2.25–0.06 HDL-C (mg/dl) at admission + 0.06 BUN (mg/dl) at 24 hours + 0.66 Scr (mg/dl) at 24 hours. The optimism-corrected c-index for LR model was 0.832 after bootstrap validation. The area under the receiver operating characteristic curve for LR model for the prediction of SAP was 0.84. CONCLUSIONS: The LR model consists of HDL-C at admission and BUN and Scr at 24 hours, representing an additional tool to stratify patients at risk of SAP.
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spelling pubmed-55856812017-09-13 High-Density Lipoprotein Cholesterol, Blood Urea Nitrogen, and Serum Creatinine Can Predict Severe Acute Pancreatitis Hong, Wandong Lin, Suhan Zippi, Maddalena Geng, Wujun Stock, Simon Zimmer, Vincent Xu, Chunfang Zhou, Mengtao Biomed Res Int Research Article BACKGROUND AND AIMS: Early prediction of disease severity of acute pancreatitis (AP) would be helpful for triaging patients to the appropriate level of care and intervention. The aim of the study was to develop a model able to predict Severe Acute Pancreatitis (SAP). METHODS: A total of 647 patients with AP were enrolled. The demographic data, hematocrit, High-Density Lipoprotein Cholesterol (HDL-C) determinant at time of admission, Blood Urea Nitrogen (BUN), and serum creatinine (Scr) determinant at time of admission and 24 hrs after hospitalization were collected and analyzed statistically. RESULTS: Multivariate logistic regression indicated that HDL-C at admission and BUN and Scr at 24 hours (hrs) were independently associated with SAP. A logistic regression function (LR model) was developed to predict SAP as follows: −2.25–0.06 HDL-C (mg/dl) at admission + 0.06 BUN (mg/dl) at 24 hours + 0.66 Scr (mg/dl) at 24 hours. The optimism-corrected c-index for LR model was 0.832 after bootstrap validation. The area under the receiver operating characteristic curve for LR model for the prediction of SAP was 0.84. CONCLUSIONS: The LR model consists of HDL-C at admission and BUN and Scr at 24 hours, representing an additional tool to stratify patients at risk of SAP. Hindawi 2017 2017-08-22 /pmc/articles/PMC5585681/ /pubmed/28904946 http://dx.doi.org/10.1155/2017/1648385 Text en Copyright © 2017 Wandong Hong et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Hong, Wandong
Lin, Suhan
Zippi, Maddalena
Geng, Wujun
Stock, Simon
Zimmer, Vincent
Xu, Chunfang
Zhou, Mengtao
High-Density Lipoprotein Cholesterol, Blood Urea Nitrogen, and Serum Creatinine Can Predict Severe Acute Pancreatitis
title High-Density Lipoprotein Cholesterol, Blood Urea Nitrogen, and Serum Creatinine Can Predict Severe Acute Pancreatitis
title_full High-Density Lipoprotein Cholesterol, Blood Urea Nitrogen, and Serum Creatinine Can Predict Severe Acute Pancreatitis
title_fullStr High-Density Lipoprotein Cholesterol, Blood Urea Nitrogen, and Serum Creatinine Can Predict Severe Acute Pancreatitis
title_full_unstemmed High-Density Lipoprotein Cholesterol, Blood Urea Nitrogen, and Serum Creatinine Can Predict Severe Acute Pancreatitis
title_short High-Density Lipoprotein Cholesterol, Blood Urea Nitrogen, and Serum Creatinine Can Predict Severe Acute Pancreatitis
title_sort high-density lipoprotein cholesterol, blood urea nitrogen, and serum creatinine can predict severe acute pancreatitis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5585681/
https://www.ncbi.nlm.nih.gov/pubmed/28904946
http://dx.doi.org/10.1155/2017/1648385
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