Early Risk Score for Predicting Hypotension in Normotensive Patients with Non-Variceal Upper Gastrointestinal Bleedin

Risk assessment for upper gastrointestinal bleeding (UGIB) is important; however, current scoring systems are insufficient. We aimed to develop and validate a prediction model for rapidly determining the occurrence of hypotension in non-variceal UGIB patients with normotension (systolic blood pressu...

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Main Authors: Byuk Sung Ko, Youn-Jung Kim, Dae Ho Jung, Chang Hwan Sohn, Dong Woo Seo, Yoon-Seon Lee, Kyoung Soo Lim, Hwoon-yong Jung, Won Young Kim
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Journal of Clinical Medicine
Subjects:
Online Access:http://www.mdpi.com/2077-0383/8/1/37
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spelling doaj-9b50990c2e204c66bf21958d601dab442020-11-24T22:18:00ZengMDPI AGJournal of Clinical Medicine2077-03832019-01-01813710.3390/jcm8010037jcm8010037Early Risk Score for Predicting Hypotension in Normotensive Patients with Non-Variceal Upper Gastrointestinal BleedinByuk Sung Ko0Youn-Jung Kim1Dae Ho Jung2Chang Hwan Sohn3Dong Woo Seo4Yoon-Seon Lee5Kyoung Soo Lim6Hwoon-yong Jung7Won Young Kim8Department of Emergency Medicine, College of Medicine, Hanyang University, 222 Wangsimni-ro, Seongdong-gu, Seoul 133-791, KoreaDepartment of Emergency Medicine, Asan Medical Center, College of Medicine, University of Ulsan, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, KoreaDepartment of Emergency Medicine, Asan Medical Center, College of Medicine, University of Ulsan, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, KoreaDepartment of Emergency Medicine, Asan Medical Center, College of Medicine, University of Ulsan, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, KoreaDepartment of Emergency Medicine, Asan Medical Center, College of Medicine, University of Ulsan, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, KoreaDepartment of Emergency Medicine, Asan Medical Center, College of Medicine, University of Ulsan, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, KoreaDepartment of Emergency Medicine, Asan Medical Center, College of Medicine, University of Ulsan, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, KoreaDepartment of Gastroenterology, Asan Medical Center, College of Medicine, University of Ulsan, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, KoreaDepartment of Emergency Medicine, Asan Medical Center, College of Medicine, University of Ulsan, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, KoreaRisk assessment for upper gastrointestinal bleeding (UGIB) is important; however, current scoring systems are insufficient. We aimed to develop and validate a prediction model for rapidly determining the occurrence of hypotension in non-variceal UGIB patients with normotension (systolic blood pressure ≥90 mmHg) at emergency department presentation. In this prospective observational cohort study, consecutive non-variceal UGIB patients between January 2012 and April 2017 were enrolled. We developed and validated a new prediction model through logistic regression, with the occurrence of hypotension <24 h as the primary outcome. Among 3363 UGIB patients, 1439 non-variceal UGIB patients were included. The risk factors for the occurrence of hypotension were lactate level, blood in nasogastric tube, and systolic blood pressure. The area under the curve (AUC) of the new scoring model (LBS—Lactate, Blood in nasogastric tube, Systolic blood pressure) in the development cohort was 0.74, higher than the value of 0.64 of the Glasgow–Blatchford score for predicting the occurrence of hypotension. The AUC of the LBS score in the validation cohort was 0.83. An LBS score of ≤2 had a negative predictive value of 99.5% and an LBS score of ≥7 had a specificity of 97.5% in the validation cohort. The new LBS score stratifies normotensive patients with non-variceal UGIB at risk for developing hypotension.http://www.mdpi.com/2077-0383/8/1/37non-variceal upper gastrointestinal bleedinghypotensionlactaterisk model
collection DOAJ
language English
format Article
sources DOAJ
author Byuk Sung Ko
Youn-Jung Kim
Dae Ho Jung
Chang Hwan Sohn
Dong Woo Seo
Yoon-Seon Lee
Kyoung Soo Lim
Hwoon-yong Jung
Won Young Kim
spellingShingle Byuk Sung Ko
Youn-Jung Kim
Dae Ho Jung
Chang Hwan Sohn
Dong Woo Seo
Yoon-Seon Lee
Kyoung Soo Lim
Hwoon-yong Jung
Won Young Kim
Early Risk Score for Predicting Hypotension in Normotensive Patients with Non-Variceal Upper Gastrointestinal Bleedin
Journal of Clinical Medicine
non-variceal upper gastrointestinal bleeding
hypotension
lactate
risk model
author_facet Byuk Sung Ko
Youn-Jung Kim
Dae Ho Jung
Chang Hwan Sohn
Dong Woo Seo
Yoon-Seon Lee
Kyoung Soo Lim
Hwoon-yong Jung
Won Young Kim
author_sort Byuk Sung Ko
title Early Risk Score for Predicting Hypotension in Normotensive Patients with Non-Variceal Upper Gastrointestinal Bleedin
title_short Early Risk Score for Predicting Hypotension in Normotensive Patients with Non-Variceal Upper Gastrointestinal Bleedin
title_full Early Risk Score for Predicting Hypotension in Normotensive Patients with Non-Variceal Upper Gastrointestinal Bleedin
title_fullStr Early Risk Score for Predicting Hypotension in Normotensive Patients with Non-Variceal Upper Gastrointestinal Bleedin
title_full_unstemmed Early Risk Score for Predicting Hypotension in Normotensive Patients with Non-Variceal Upper Gastrointestinal Bleedin
title_sort early risk score for predicting hypotension in normotensive patients with non-variceal upper gastrointestinal bleedin
publisher MDPI AG
series Journal of Clinical Medicine
issn 2077-0383
publishDate 2019-01-01
description Risk assessment for upper gastrointestinal bleeding (UGIB) is important; however, current scoring systems are insufficient. We aimed to develop and validate a prediction model for rapidly determining the occurrence of hypotension in non-variceal UGIB patients with normotension (systolic blood pressure ≥90 mmHg) at emergency department presentation. In this prospective observational cohort study, consecutive non-variceal UGIB patients between January 2012 and April 2017 were enrolled. We developed and validated a new prediction model through logistic regression, with the occurrence of hypotension <24 h as the primary outcome. Among 3363 UGIB patients, 1439 non-variceal UGIB patients were included. The risk factors for the occurrence of hypotension were lactate level, blood in nasogastric tube, and systolic blood pressure. The area under the curve (AUC) of the new scoring model (LBS—Lactate, Blood in nasogastric tube, Systolic blood pressure) in the development cohort was 0.74, higher than the value of 0.64 of the Glasgow–Blatchford score for predicting the occurrence of hypotension. The AUC of the LBS score in the validation cohort was 0.83. An LBS score of ≤2 had a negative predictive value of 99.5% and an LBS score of ≥7 had a specificity of 97.5% in the validation cohort. The new LBS score stratifies normotensive patients with non-variceal UGIB at risk for developing hypotension.
topic non-variceal upper gastrointestinal bleeding
hypotension
lactate
risk model
url http://www.mdpi.com/2077-0383/8/1/37
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