Developing a Novel Scoring System for Risk Stratification in Living Donor Liver Transplantation
Background: We aimed to develop a novel scoring system for risk stratification specific to living donor liver transplantation (LDLT) recipients, to improve the accuracy of predicting short-term outcomes. Methods: The sequential organ failure assessment (SOFA) score at postoperative day 7 was collect...
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doaj-15734467a51b42909497c9162fe720cd2021-05-31T23:27:41ZengMDPI AGJournal of Clinical Medicine2077-03832021-05-01102014201410.3390/jcm10092014Developing a Novel Scoring System for Risk Stratification in Living Donor Liver TransplantationHao-Chien Hung0Chen-Fang Lee1Ssu-Min Cheng2Wei-Chen Lee3Department of Liver and Transplantation Surgery, Chang-Gung Memorial Hospital at Linkou, Taoyuan City 333, TaiwanDepartment of Liver and Transplantation Surgery, Chang-Gung Memorial Hospital at Linkou, Taoyuan City 333, TaiwanNursing Department, Chang-Gung Memorial Hospital at Linkou, Taoyuan City 333, TaiwanDepartment of Liver and Transplantation Surgery, Chang-Gung Memorial Hospital at Linkou, Taoyuan City 333, TaiwanBackground: We aimed to develop a novel scoring system for risk stratification specific to living donor liver transplantation (LDLT) recipients, to improve the accuracy of predicting short-term outcomes. Methods: The sequential organ failure assessment (SOFA) score at postoperative day 7 was collected and simplified by dichotomization, and these categories and other clinical factors were subjected to univariate and multivariate logistic regression analyses to select independent risks in constructing a “graft-to-recipient weight ratio (GRWR)-SOFA” scoring system. Results: We enrolled 519 patients who underwent LDLT. The GRWR-SOFA score comprises a sum of six factors: cardiovascular (mean arterial pressure < 70 mmHg, scored 3), coagulation (serum platelet < 50 × 10<sup>3</sup>/μL, scored 2), renal (creatinine > 1.2 mg/dL, scored 2), liver (serum total bilirubin > 5.9 mg/dL, scored 5), neurological (Glasgow coma scale < 15, scored 2), and GRWR < 0.8, scored 2. The GRWR-SOFA contained four classes: The early mortality rate at 3 months and 1 year after LDLT was 1.3% and 6.9% for class I (scores of 0–4), 9.1% and 16.7% for class II (scores of 5–8), 25.5% and 34% for class III (scores of 9–10), and 61.3% and 67.7% for class IV (scores ≥ 11), respectively. The area under the receiver operating characteristic curve of GRWR-SOFA in the 3-month mortality prediction was 0.881 (95% confidence interval (CI): 0.818–0.944). Conclusions: The GRWR-SOFA model demonstrates superior discriminatory power for predicting short-term mortality. It enables clinicians to identify the right level of care for distinct subgroups of patients receiving LDLT.https://www.mdpi.com/2077-0383/10/9/2014risk stratificationscoring systemliving donor liver transplantation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Hao-Chien Hung Chen-Fang Lee Ssu-Min Cheng Wei-Chen Lee |
spellingShingle |
Hao-Chien Hung Chen-Fang Lee Ssu-Min Cheng Wei-Chen Lee Developing a Novel Scoring System for Risk Stratification in Living Donor Liver Transplantation Journal of Clinical Medicine risk stratification scoring system living donor liver transplantation |
author_facet |
Hao-Chien Hung Chen-Fang Lee Ssu-Min Cheng Wei-Chen Lee |
author_sort |
Hao-Chien Hung |
title |
Developing a Novel Scoring System for Risk Stratification in Living Donor Liver Transplantation |
title_short |
Developing a Novel Scoring System for Risk Stratification in Living Donor Liver Transplantation |
title_full |
Developing a Novel Scoring System for Risk Stratification in Living Donor Liver Transplantation |
title_fullStr |
Developing a Novel Scoring System for Risk Stratification in Living Donor Liver Transplantation |
title_full_unstemmed |
Developing a Novel Scoring System for Risk Stratification in Living Donor Liver Transplantation |
title_sort |
developing a novel scoring system for risk stratification in living donor liver transplantation |
publisher |
MDPI AG |
series |
Journal of Clinical Medicine |
issn |
2077-0383 |
publishDate |
2021-05-01 |
description |
Background: We aimed to develop a novel scoring system for risk stratification specific to living donor liver transplantation (LDLT) recipients, to improve the accuracy of predicting short-term outcomes. Methods: The sequential organ failure assessment (SOFA) score at postoperative day 7 was collected and simplified by dichotomization, and these categories and other clinical factors were subjected to univariate and multivariate logistic regression analyses to select independent risks in constructing a “graft-to-recipient weight ratio (GRWR)-SOFA” scoring system. Results: We enrolled 519 patients who underwent LDLT. The GRWR-SOFA score comprises a sum of six factors: cardiovascular (mean arterial pressure < 70 mmHg, scored 3), coagulation (serum platelet < 50 × 10<sup>3</sup>/μL, scored 2), renal (creatinine > 1.2 mg/dL, scored 2), liver (serum total bilirubin > 5.9 mg/dL, scored 5), neurological (Glasgow coma scale < 15, scored 2), and GRWR < 0.8, scored 2. The GRWR-SOFA contained four classes: The early mortality rate at 3 months and 1 year after LDLT was 1.3% and 6.9% for class I (scores of 0–4), 9.1% and 16.7% for class II (scores of 5–8), 25.5% and 34% for class III (scores of 9–10), and 61.3% and 67.7% for class IV (scores ≥ 11), respectively. The area under the receiver operating characteristic curve of GRWR-SOFA in the 3-month mortality prediction was 0.881 (95% confidence interval (CI): 0.818–0.944). Conclusions: The GRWR-SOFA model demonstrates superior discriminatory power for predicting short-term mortality. It enables clinicians to identify the right level of care for distinct subgroups of patients receiving LDLT. |
topic |
risk stratification scoring system living donor liver transplantation |
url |
https://www.mdpi.com/2077-0383/10/9/2014 |
work_keys_str_mv |
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