Development and validation of a scoring system for in‐hospital mortality following band ligation in esophageal variceal bleeding
Objectives We aimed to develop and validate a simple scoring system to predict in‐hospital mortality after endoscopic variceal ligation (EVL) for esophageal variceal bleeding. Methods Data from a 13‐year study involving 46 Japanese institutions were split into development (initial 7 years) and valid...
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Published in | Digestive endoscopy Vol. 36; no. 10; pp. 1105 - 1114 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
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Australia
01.10.2024
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Abstract | Objectives
We aimed to develop and validate a simple scoring system to predict in‐hospital mortality after endoscopic variceal ligation (EVL) for esophageal variceal bleeding.
Methods
Data from a 13‐year study involving 46 Japanese institutions were split into development (initial 7 years) and validation (last 6 years) cohorts. The study subjects were patients hospitalized for esophageal variceal bleeding and treated with EVL. Variable selection was performed using least absolute shrinkage and selection operator regression, targeting in‐hospital all‐cause mortality as the outcome. We developed the Hospital Outcome Prediction following Endoscopic Variceal Ligation (HOPE‐EVL) score from β coefficients of multivariate logistic regression and assessed its discrimination and calibration.
Results
The study included 980 patients: 536 in the development cohort and 444 in the validation cohort. In‐hospital mortality was 13.6% and 10.1% for the respective cohorts. The scoring system used five variables: systolic blood pressure (<80 mmHg: 2 points), Glasgow Coma Scale (≤12: 1 point), total bilirubin (≥5 mg/dL: 1 point), creatinine (≥1.5 mg/dL: 1 point), and albumin (<2.8 g/dL: 1 point). The risk groups (low: 0–1, middle: 2–3, high: ≥4) in the validation cohort corresponded to observed and predicted mortality probabilities of 2.0% and 2.5%, 19.0% and 22.9%, and 57.6% and 71.9%, respectively. In this cohort, the HOPE‐EVL score demonstrated excellent discrimination ability (area under the curve [AUC] 0.890; 95% confidence interval [CI] 0.850–0.930) compared with the Model for End‐stage Liver Disease score (AUC 0.853; 95% CI 0.794–0.912) and the Child–Pugh score (AUC 0.798; 95% CI 0.727–0.869).
Conclusions
The HOPE‐EVL score practically and effectively predicts in‐hospital mortality. This score could facilitate the appropriate allocation of resources and effective communication with patients and their families. |
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AbstractList | Objectives
We aimed to develop and validate a simple scoring system to predict in‐hospital mortality after endoscopic variceal ligation (EVL) for esophageal variceal bleeding.
Methods
Data from a 13‐year study involving 46 Japanese institutions were split into development (initial 7 years) and validation (last 6 years) cohorts. The study subjects were patients hospitalized for esophageal variceal bleeding and treated with EVL. Variable selection was performed using least absolute shrinkage and selection operator regression, targeting in‐hospital all‐cause mortality as the outcome. We developed the Hospital Outcome Prediction following Endoscopic Variceal Ligation (HOPE‐EVL) score from β coefficients of multivariate logistic regression and assessed its discrimination and calibration.
Results
The study included 980 patients: 536 in the development cohort and 444 in the validation cohort. In‐hospital mortality was 13.6% and 10.1% for the respective cohorts. The scoring system used five variables: systolic blood pressure (<80 mmHg: 2 points), Glasgow Coma Scale (≤12: 1 point), total bilirubin (≥5 mg/dL: 1 point), creatinine (≥1.5 mg/dL: 1 point), and albumin (<2.8 g/dL: 1 point). The risk groups (low: 0–1, middle: 2–3, high: ≥4) in the validation cohort corresponded to observed and predicted mortality probabilities of 2.0% and 2.5%, 19.0% and 22.9%, and 57.6% and 71.9%, respectively. In this cohort, the HOPE‐EVL score demonstrated excellent discrimination ability (area under the curve [AUC] 0.890; 95% confidence interval [CI] 0.850–0.930) compared with the Model for End‐stage Liver Disease score (AUC 0.853; 95% CI 0.794–0.912) and the Child–Pugh score (AUC 0.798; 95% CI 0.727–0.869).
Conclusions
The HOPE‐EVL score practically and effectively predicts in‐hospital mortality. This score could facilitate the appropriate allocation of resources and effective communication with patients and their families. We aimed to develop and validate a simple scoring system to predict in-hospital mortality after endoscopic variceal ligation (EVL) for esophageal variceal bleeding.OBJECTIVESWe aimed to develop and validate a simple scoring system to predict in-hospital mortality after endoscopic variceal ligation (EVL) for esophageal variceal bleeding.Data from a 13-year study involving 46 Japanese institutions were split into development (initial 7 years) and validation (last 6 years) cohorts. The study subjects were patients hospitalized for esophageal variceal bleeding and treated with EVL. Variable selection was performed using least absolute shrinkage and selection operator regression, targeting in-hospital all-cause mortality as the outcome. We developed the Hospital Outcome Prediction following Endoscopic Variceal Ligation (HOPE-EVL) score from β coefficients of multivariate logistic regression and assessed its discrimination and calibration.METHODSData from a 13-year study involving 46 Japanese institutions were split into development (initial 7 years) and validation (last 6 years) cohorts. The study subjects were patients hospitalized for esophageal variceal bleeding and treated with EVL. Variable selection was performed using least absolute shrinkage and selection operator regression, targeting in-hospital all-cause mortality as the outcome. We developed the Hospital Outcome Prediction following Endoscopic Variceal Ligation (HOPE-EVL) score from β coefficients of multivariate logistic regression and assessed its discrimination and calibration.The study included 980 patients: 536 in the development cohort and 444 in the validation cohort. In-hospital mortality was 13.6% and 10.1% for the respective cohorts. The scoring system used five variables: systolic blood pressure (<80 mmHg: 2 points), Glasgow Coma Scale (≤12: 1 point), total bilirubin (≥5 mg/dL: 1 point), creatinine (≥1.5 mg/dL: 1 point), and albumin (<2.8 g/dL: 1 point). The risk groups (low: 0-1, middle: 2-3, high: ≥4) in the validation cohort corresponded to observed and predicted mortality probabilities of 2.0% and 2.5%, 19.0% and 22.9%, and 57.6% and 71.9%, respectively. In this cohort, the HOPE-EVL score demonstrated excellent discrimination ability (area under the curve [AUC] 0.890; 95% confidence interval [CI] 0.850-0.930) compared with the Model for End-stage Liver Disease score (AUC 0.853; 95% CI 0.794-0.912) and the Child-Pugh score (AUC 0.798; 95% CI 0.727-0.869).RESULTSThe study included 980 patients: 536 in the development cohort and 444 in the validation cohort. In-hospital mortality was 13.6% and 10.1% for the respective cohorts. The scoring system used five variables: systolic blood pressure (<80 mmHg: 2 points), Glasgow Coma Scale (≤12: 1 point), total bilirubin (≥5 mg/dL: 1 point), creatinine (≥1.5 mg/dL: 1 point), and albumin (<2.8 g/dL: 1 point). The risk groups (low: 0-1, middle: 2-3, high: ≥4) in the validation cohort corresponded to observed and predicted mortality probabilities of 2.0% and 2.5%, 19.0% and 22.9%, and 57.6% and 71.9%, respectively. In this cohort, the HOPE-EVL score demonstrated excellent discrimination ability (area under the curve [AUC] 0.890; 95% confidence interval [CI] 0.850-0.930) compared with the Model for End-stage Liver Disease score (AUC 0.853; 95% CI 0.794-0.912) and the Child-Pugh score (AUC 0.798; 95% CI 0.727-0.869).The HOPE-EVL score practically and effectively predicts in-hospital mortality. This score could facilitate the appropriate allocation of resources and effective communication with patients and their families.CONCLUSIONSThe HOPE-EVL score practically and effectively predicts in-hospital mortality. This score could facilitate the appropriate allocation of resources and effective communication with patients and their families. We aimed to develop and validate a simple scoring system to predict in-hospital mortality after endoscopic variceal ligation (EVL) for esophageal variceal bleeding. Data from a 13-year study involving 46 Japanese institutions were split into development (initial 7 years) and validation (last 6 years) cohorts. The study subjects were patients hospitalized for esophageal variceal bleeding and treated with EVL. Variable selection was performed using least absolute shrinkage and selection operator regression, targeting in-hospital all-cause mortality as the outcome. We developed the Hospital Outcome Prediction following Endoscopic Variceal Ligation (HOPE-EVL) score from β coefficients of multivariate logistic regression and assessed its discrimination and calibration. The study included 980 patients: 536 in the development cohort and 444 in the validation cohort. In-hospital mortality was 13.6% and 10.1% for the respective cohorts. The scoring system used five variables: systolic blood pressure (<80 mmHg: 2 points), Glasgow Coma Scale (≤12: 1 point), total bilirubin (≥5 mg/dL: 1 point), creatinine (≥1.5 mg/dL: 1 point), and albumin (<2.8 g/dL: 1 point). The risk groups (low: 0-1, middle: 2-3, high: ≥4) in the validation cohort corresponded to observed and predicted mortality probabilities of 2.0% and 2.5%, 19.0% and 22.9%, and 57.6% and 71.9%, respectively. In this cohort, the HOPE-EVL score demonstrated excellent discrimination ability (area under the curve [AUC] 0.890; 95% confidence interval [CI] 0.850-0.930) compared with the Model for End-stage Liver Disease score (AUC 0.853; 95% CI 0.794-0.912) and the Child-Pugh score (AUC 0.798; 95% CI 0.727-0.869). The HOPE-EVL score practically and effectively predicts in-hospital mortality. This score could facilitate the appropriate allocation of resources and effective communication with patients and their families. |
Author | Ichita, Chikamasa Okada, Yohei Sasaki, Akiko Iwagami, Masao Goto, Tadahiro Uojima, Haruki Shimizu, Sayuri |
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We aimed to develop and validate a simple scoring system to predict in‐hospital mortality after endoscopic variceal ligation (EVL) for esophageal... We aimed to develop and validate a simple scoring system to predict in-hospital mortality after endoscopic variceal ligation (EVL) for esophageal variceal... |
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SubjectTerms | Aged endoscopic variceal ligation Esophageal and Gastric Varices - complications Esophageal and Gastric Varices - mortality Esophageal and Gastric Varices - surgery esophageal varices Female Gastrointestinal Hemorrhage - diagnosis Gastrointestinal Hemorrhage - mortality Gastrointestinal Hemorrhage - surgery Hospital Mortality Humans in‐hospital mortality Japan Ligation - methods Male Middle Aged predictive model Retrospective Studies Risk Assessment |
Title | Development and validation of a scoring system for in‐hospital mortality following band ligation in esophageal variceal bleeding |
URI | https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fden.14773 https://www.ncbi.nlm.nih.gov/pubmed/38462957 https://www.proquest.com/docview/2955269175 |
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