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Erschienen in: Digestive Diseases and Sciences 8/2019

04.03.2019 | Original Article

Development and Validation of a Novel Model for Outcomes in Patients with Cirrhosis and Acute Variceal Bleeding

verfasst von: Gyanranjan Rout, Sanchit Sharma, Deepak Gunjan, Saurabh Kedia, Anoop Saraya, Baibaswata Nayak, Vishwajeet Singh, Ramesh Kumar, Shalimar

Erschienen in: Digestive Diseases and Sciences | Ausgabe 8/2019

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Abstract

Background

Acute variceal bleeding (AVB) in patients with cirrhosis is associated with high mortality, ranging from 12 to 20% at 6 weeks. The existing prognostic models for AVB lack precision and require further validation.

Aim

In this prospective study, we aimed to develop and validate a new prognostic model for AVB, and compared it with the existing models.

Methods

We included 285 patients from March 2017 to November 2017 in the derivation cohort and 238 patients from December 2017 to June 2018 in the validation cohort. Two prognostic models were developed from derivation cohort by logistic regression analysis. Discrimination was assessed using area under the receiver operator characteristic curve (AUROC).

Results

The 6-week mortality was 22.1% in derivation cohort and 22.3% in validation cohort, P = 0.866. Model for end-stage liver disease (MELD) [odds ratio (OR) 1.106] and encephalopathy (E) (OR 4.658) in one analysis and Child–Pugh score (OR 1.379) and serum creatinine (OR 1.474) in another analysis were significantly associated with 6-week mortality. MELD-E model (AUROC 0.792) was superior to Child-creatinine model (AUROC) in terms of discrimination. The MELD-E model had highest AUROC; as compared to other models—MELD score (AUROC 0.751, P = 0.036), Child–Pugh score (AUROC 0.737, P = 0.037), D’Amico model (AUROC 0.716, P = 0.014) and Augustin model (AUROC 0.739, P = 0.018) in derivation cohort. In validation cohort, the discriminatory performance of MELD-E model (AUROC 0.805) was higher as compared to other models including MELD score (AUROC 0.771, P = 0.048), Child–Pugh score (AUROC 0.746, P = 0.011), Augustin model (AUROC 0.753, P = 0.039) and D’Amico model (AUROC 0.736, P = 0.021).

Conclusion

In cirrhotic patients with AVB, the novel MELD-Encephalopathy model predicts 6 weeks mortality with higher accuracy than the existing prognostic models.
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Literatur
1.
Zurück zum Zitat Chalasani N, Kahi C, Francois F, et al. Improved patient survival after acute variceal bleeding: A multicenter, cohort study. Am J Gastroenterol. 2003;98:653–659.CrossRefPubMed Chalasani N, Kahi C, Francois F, et al. Improved patient survival after acute variceal bleeding: A multicenter, cohort study. Am J Gastroenterol. 2003;98:653–659.CrossRefPubMed
2.
Zurück zum Zitat Augustin S, Muntaner L, Altamirano JT, et al. Predicting early mortality after acute variceal hemorrhage based on classification and regression tree analysis. Clin Gastroenterol Hepatol. 2009;7:1347–1354.CrossRefPubMed Augustin S, Muntaner L, Altamirano JT, et al. Predicting early mortality after acute variceal hemorrhage based on classification and regression tree analysis. Clin Gastroenterol Hepatol. 2009;7:1347–1354.CrossRefPubMed
3.
Zurück zum Zitat D’Amico G, De Franchis R, Cooperative Study Group. Upper digestive bleeding in cirrhosis. Post-therapeutic outcome and prognostic indicators. Hepatology. 2003;38:599–612. D’Amico G, De Franchis R, Cooperative Study Group. Upper digestive bleeding in cirrhosis. Post-therapeutic outcome and prognostic indicators. Hepatology. 2003;38:599–612.
4.
Zurück zum Zitat Reverter E, Tandon P, Augustin S, et al. A MELD-based model to determine risk of mortality among patients with acute variceal bleeding. Gastroenterology. 2014;146:412–419.e3.CrossRefPubMed Reverter E, Tandon P, Augustin S, et al. A MELD-based model to determine risk of mortality among patients with acute variceal bleeding. Gastroenterology. 2014;146:412–419.e3.CrossRefPubMed
5.
Zurück zum Zitat Lee HH, Park JM, Han S, et al. A simplified prognostic model to predict mortality in patients with acute variceal bleeding. Dig Liver Dis. 2018;50:247–253.CrossRefPubMed Lee HH, Park JM, Han S, et al. A simplified prognostic model to predict mortality in patients with acute variceal bleeding. Dig Liver Dis. 2018;50:247–253.CrossRefPubMed
6.
Zurück zum Zitat Seo YS, Park SY, Kim MY, et al. Lack of difference among terlipressin, somatostatin, and octreotide in the control of acute gastroesophageal variceal hemorrhage. Hepatology. 2014;60:954–963.CrossRefPubMed Seo YS, Park SY, Kim MY, et al. Lack of difference among terlipressin, somatostatin, and octreotide in the control of acute gastroesophageal variceal hemorrhage. Hepatology. 2014;60:954–963.CrossRefPubMed
7.
Zurück zum Zitat Augustin S, Altamirano J, González A, et al. Effectiveness of combined pharmacologic and ligation therapy in high-risk patients with acute esophageal variceal bleeding. Am J Gastroenterol. 2011;106:1787–1795.CrossRefPubMed Augustin S, Altamirano J, González A, et al. Effectiveness of combined pharmacologic and ligation therapy in high-risk patients with acute esophageal variceal bleeding. Am J Gastroenterol. 2011;106:1787–1795.CrossRefPubMed
8.
Zurück zum Zitat Altamirano J, Zapata L, Agustin S, et al. Predicting 6-week mortality after acute variceal bleeding: Role of classification and regression tree analysis. Ann Hepatol. 2009;8:308–315.CrossRefPubMed Altamirano J, Zapata L, Agustin S, et al. Predicting 6-week mortality after acute variceal bleeding: Role of classification and regression tree analysis. Ann Hepatol. 2009;8:308–315.CrossRefPubMed
9.
Zurück zum Zitat Krige JEJ, Kotze UK, Shaw JM, Bornman PC. Early rebleeding and death at 6 weeks in alcoholic cirrhotic patients with acute variceal bleeding treated with emergency endoscopic injection sclerotherapy. S Afr J Surg. 2009;47:72–79.PubMed Krige JEJ, Kotze UK, Shaw JM, Bornman PC. Early rebleeding and death at 6 weeks in alcoholic cirrhotic patients with acute variceal bleeding treated with emergency endoscopic injection sclerotherapy. S Afr J Surg. 2009;47:72–79.PubMed
10.
Zurück zum Zitat Abraldes JG, Villanueva C, Bañares R, et al. Hepatic venous pressure gradient and prognosis in patients with acute variceal bleeding treated with pharmacologic and endoscopic therapy. J Hepatol. 2008;48:229–236.CrossRef Abraldes JG, Villanueva C, Bañares R, et al. Hepatic venous pressure gradient and prognosis in patients with acute variceal bleeding treated with pharmacologic and endoscopic therapy. J Hepatol. 2008;48:229–236.CrossRef
11.
Zurück zum Zitat Bambha K, Kim WR, Pedersen R, Bida JP, Kremers WK, Kamath PS. Predictors of early re-bleeding and mortality after acute variceal haemorrhage in patients with cirrhosis. Gut. 2008;57:814–820.CrossRefPubMed Bambha K, Kim WR, Pedersen R, Bida JP, Kremers WK, Kamath PS. Predictors of early re-bleeding and mortality after acute variceal haemorrhage in patients with cirrhosis. Gut. 2008;57:814–820.CrossRefPubMed
12.
Zurück zum Zitat Moitinho E, Planas R, Bañares R, et al. Multicenter randomized controlled trial comparing different schedules of somatostatin in the treatment of acute variceal bleeding. J Hepatol. 2001;35:712–718.CrossRefPubMed Moitinho E, Planas R, Bañares R, et al. Multicenter randomized controlled trial comparing different schedules of somatostatin in the treatment of acute variceal bleeding. J Hepatol. 2001;35:712–718.CrossRefPubMed
13.
Zurück zum Zitat Monescillo A, Martínez-Lagares F, Ruiz-del-Arbol L, et al. Influence of portal hypertension and its early decompression by TIPS placement on the outcome of variceal bleeding. Hepatology. 2004;40:793–801.CrossRefPubMed Monescillo A, Martínez-Lagares F, Ruiz-del-Arbol L, et al. Influence of portal hypertension and its early decompression by TIPS placement on the outcome of variceal bleeding. Hepatology. 2004;40:793–801.CrossRefPubMed
14.
Zurück zum Zitat García-Pagán JC, Caca K, Bureau C, et al. Early use of TIPS in patients with cirrhosis and variceal bleeding. N Engl J Med. 2010;362:2370–2379.CrossRefPubMed García-Pagán JC, Caca K, Bureau C, et al. Early use of TIPS in patients with cirrhosis and variceal bleeding. N Engl J Med. 2010;362:2370–2379.CrossRefPubMed
15.
Zurück zum Zitat de Franchis R, Faculty Baveno VI. Expanding consensus in portal hypertension: Report of the Baveno VI Consensus Workshop: Stratifying risk and individualizing care for portal hypertension. J Hepatol. 2015;63:743–752.CrossRef de Franchis R, Faculty Baveno VI. Expanding consensus in portal hypertension: Report of the Baveno VI Consensus Workshop: Stratifying risk and individualizing care for portal hypertension. J Hepatol. 2015;63:743–752.CrossRef
16.
Zurück zum Zitat Kumar Acharya S, Kumar Sharma P, Singh R, et al. Hepatitis E virus (HEV) infection in patients with cirrhosis is associated with rapid decompensation and death. J Hepatol. 2007;46:387–394.CrossRefPubMed Kumar Acharya S, Kumar Sharma P, Singh R, et al. Hepatitis E virus (HEV) infection in patients with cirrhosis is associated with rapid decompensation and death. J Hepatol. 2007;46:387–394.CrossRefPubMed
17.
Zurück zum Zitat Garcia-Tsao G, Abraldes JG, Berzigotti A, Bosch J. Portal hypertensive bleeding in cirrhosis: Risk stratification, diagnosis, and management: 2016 practice guidance by the American Association for the study of liver diseases. Hepatology. 2017;65:310–335.CrossRef Garcia-Tsao G, Abraldes JG, Berzigotti A, Bosch J. Portal hypertensive bleeding in cirrhosis: Risk stratification, diagnosis, and management: 2016 practice guidance by the American Association for the study of liver diseases. Hepatology. 2017;65:310–335.CrossRef
18.
Zurück zum Zitat Fernández J, Ruiz del Arbol L, Gómez C, et al. Norfloxacin vs ceftriaxone in the prophylaxis of infections in patients with advanced cirrhosis and hemorrhage. Gastroenterology. 2006;131:1049–1056. (quiz 1285).CrossRefPubMed Fernández J, Ruiz del Arbol L, Gómez C, et al. Norfloxacin vs ceftriaxone in the prophylaxis of infections in patients with advanced cirrhosis and hemorrhage. Gastroenterology. 2006;131:1049–1056. (quiz 1285).CrossRefPubMed
19.
Zurück zum Zitat Vilstrup H, Amodio P, Bajaj J, et al. Hepatic encephalopathy in chronic liver disease: 2014 Practice Guideline by the American Association for the Study of Liver Diseases and the European Association for the Study of the Liver. Hepatology. 2014;60:715–735.CrossRefPubMed Vilstrup H, Amodio P, Bajaj J, et al. Hepatic encephalopathy in chronic liver disease: 2014 Practice Guideline by the American Association for the Study of Liver Diseases and the European Association for the Study of the Liver. Hepatology. 2014;60:715–735.CrossRefPubMed
20.
Zurück zum Zitat American Association for the Study of Liver Diseases, European Association for the Study of the Liver. Hepatic encephalopathy in chronic liver disease: 2014 practice guideline by the European Association for the Study of the Liver and the American Association for the Study of Liver Diseases. J Hepatol. 2014;61:642–659.CrossRef American Association for the Study of Liver Diseases, European Association for the Study of the Liver. Hepatic encephalopathy in chronic liver disease: 2014 practice guideline by the European Association for the Study of the Liver and the American Association for the Study of Liver Diseases. J Hepatol. 2014;61:642–659.CrossRef
21.
Zurück zum Zitat Moreau R, Jalan R, Gines P, et al. Acute-on-chronic liver failure is a distinct syndrome that develops in patients with acute decompensation of cirrhosis. Gastroenterology. 2013;144:1426–1437. (1437.e1–9).CrossRefPubMed Moreau R, Jalan R, Gines P, et al. Acute-on-chronic liver failure is a distinct syndrome that develops in patients with acute decompensation of cirrhosis. Gastroenterology. 2013;144:1426–1437. (1437.e1–9).CrossRefPubMed
22.
Zurück zum Zitat Malinchoc M, Kamath PS, Gordon FD, Peine CJ, Rank J, ter Borg PC. A model to predict poor survival in patients undergoing transjugular intrahepatic portosystemic shunts. Hepatology. 2000;31:864–871.CrossRefPubMed Malinchoc M, Kamath PS, Gordon FD, Peine CJ, Rank J, ter Borg PC. A model to predict poor survival in patients undergoing transjugular intrahepatic portosystemic shunts. Hepatology. 2000;31:864–871.CrossRefPubMed
23.
Zurück zum Zitat Said A, Williams J, Holden J, et al. Model for end stage liver disease score predicts mortality across a broad spectrum of liver disease. J Hepatol. 2004;40:897–903.CrossRefPubMed Said A, Williams J, Holden J, et al. Model for end stage liver disease score predicts mortality across a broad spectrum of liver disease. J Hepatol. 2004;40:897–903.CrossRefPubMed
24.
Zurück zum Zitat Cholongitas E, Papatheodoridis GV, Vangeli M, Terreni N, Patch D, Burroughs AK. Systematic review: The model for end-stage liver disease—Should it replace Child-Pugh’s classification for assessing prognosis in cirrhosis? Aliment Pharmacol Ther. 2005;22:1079–1089.CrossRefPubMed Cholongitas E, Papatheodoridis GV, Vangeli M, Terreni N, Patch D, Burroughs AK. Systematic review: The model for end-stage liver disease—Should it replace Child-Pugh’s classification for assessing prognosis in cirrhosis? Aliment Pharmacol Ther. 2005;22:1079–1089.CrossRefPubMed
25.
Zurück zum Zitat Peng Y, Qi X, Guo X. Child-pugh versus MELD score for the assessment of prognosis in liver cirrhosis: A systematic review and meta-analysis of observational studies. Medicine (Baltimore). 2016;95:e2877.CrossRef Peng Y, Qi X, Guo X. Child-pugh versus MELD score for the assessment of prognosis in liver cirrhosis: A systematic review and meta-analysis of observational studies. Medicine (Baltimore). 2016;95:e2877.CrossRef
26.
Zurück zum Zitat Fichet J, Mercier E, Genée O, et al. Prognosis and 1-year mortality of intensive care unit patients with severe hepatic encephalopathy. J Crit Care. 2009;24:364–370.CrossRefPubMed Fichet J, Mercier E, Genée O, et al. Prognosis and 1-year mortality of intensive care unit patients with severe hepatic encephalopathy. J Crit Care. 2009;24:364–370.CrossRefPubMed
27.
Zurück zum Zitat Shalimar, Rout G, Jadaun SS, et al. Prevalence, predictors and impact of bacterial infection in acute on chronic liver failure patients. Dig Liver Dis. 2018;50:1225–1231.CrossRefPubMed Shalimar, Rout G, Jadaun SS, et al. Prevalence, predictors and impact of bacterial infection in acute on chronic liver failure patients. Dig Liver Dis. 2018;50:1225–1231.CrossRefPubMed
28.
Zurück zum Zitat Shalimar, Kumar D, Vadiraja PK, et al. Acute on chronic liver failure because of acute hepatic insults: Etiologies, course, extrahepatic organ failure and predictors of mortality. J Gastroenterol Hepatol. 2016;31:856–864.CrossRefPubMed Shalimar, Kumar D, Vadiraja PK, et al. Acute on chronic liver failure because of acute hepatic insults: Etiologies, course, extrahepatic organ failure and predictors of mortality. J Gastroenterol Hepatol. 2016;31:856–864.CrossRefPubMed
29.
Zurück zum Zitat Halabi SA, Sawas T, Sadat B, et al. Early TIPS versus endoscopic therapy for secondary prophylaxis after management of acute esophageal variceal bleeding in cirrhotic patients: A meta-analysis of randomized controlled trials. J Gastroenterol Hepatol. 2016;31:1519–1526.CrossRefPubMed Halabi SA, Sawas T, Sadat B, et al. Early TIPS versus endoscopic therapy for secondary prophylaxis after management of acute esophageal variceal bleeding in cirrhotic patients: A meta-analysis of randomized controlled trials. J Gastroenterol Hepatol. 2016;31:1519–1526.CrossRefPubMed
30.
Zurück zum Zitat Deltenre P, Trépo E, Rudler M, et al. Early transjugular intrahepatic portosystemic shunt in cirrhotic patients with acute variceal bleeding: A systematic review and meta-analysis of controlled trials. Eur J Gastroenterol Hepatol. 2015;27:e1–e9.CrossRefPubMed Deltenre P, Trépo E, Rudler M, et al. Early transjugular intrahepatic portosystemic shunt in cirrhotic patients with acute variceal bleeding: A systematic review and meta-analysis of controlled trials. Eur J Gastroenterol Hepatol. 2015;27:e1–e9.CrossRefPubMed
31.
Zurück zum Zitat Conejo I, Guardascione MA, Tandon P, et al. Multicenter external validation of risk stratification criteria for patients with variceal bleeding. Clin Gastroenterol Hepatol. 2018;16:132–139.e8.CrossRefPubMed Conejo I, Guardascione MA, Tandon P, et al. Multicenter external validation of risk stratification criteria for patients with variceal bleeding. Clin Gastroenterol Hepatol. 2018;16:132–139.e8.CrossRefPubMed
32.
Zurück zum Zitat Bosch J, Thabut D, Albillos A, et al. Recombinant factor VIIa for variceal bleeding in patients with advanced cirrhosis: A randomized, controlled trial. Hepatology. 2008;47:1604–1614.CrossRefPubMed Bosch J, Thabut D, Albillos A, et al. Recombinant factor VIIa for variceal bleeding in patients with advanced cirrhosis: A randomized, controlled trial. Hepatology. 2008;47:1604–1614.CrossRefPubMed
33.
Zurück zum Zitat Carbonell N, Pauwels A, Serfaty L, Fourdan O, Lévy VG, Poupon R. Improved survival after variceal bleeding in patients with cirrhosis over the past two decades. Hepatology. 2004;40:652–659.CrossRefPubMed Carbonell N, Pauwels A, Serfaty L, Fourdan O, Lévy VG, Poupon R. Improved survival after variceal bleeding in patients with cirrhosis over the past two decades. Hepatology. 2004;40:652–659.CrossRefPubMed
34.
Zurück zum Zitat Mohammed SEA, Abdo AE, Mudawi HMY. Mortality and rebleeding following variceal haemorrhage in liver cirrhosis and periportal fibrosis. World J Hepatol. 2016;8:1336–1342.CrossRefPubMedPubMedCentral Mohammed SEA, Abdo AE, Mudawi HMY. Mortality and rebleeding following variceal haemorrhage in liver cirrhosis and periportal fibrosis. World J Hepatol. 2016;8:1336–1342.CrossRefPubMedPubMedCentral
35.
Zurück zum Zitat Njei B, McCarty TR, Laine L. Early transjugular intrahepatic portosystemic shunt in US patients hospitalized with acute esophageal variceal bleeding. J Gastroenterol Hepatol. 2017;32:852–858.CrossRefPubMedPubMedCentral Njei B, McCarty TR, Laine L. Early transjugular intrahepatic portosystemic shunt in US patients hospitalized with acute esophageal variceal bleeding. J Gastroenterol Hepatol. 2017;32:852–858.CrossRefPubMedPubMedCentral
Metadaten
Titel
Development and Validation of a Novel Model for Outcomes in Patients with Cirrhosis and Acute Variceal Bleeding
verfasst von
Gyanranjan Rout
Sanchit Sharma
Deepak Gunjan
Saurabh Kedia
Anoop Saraya
Baibaswata Nayak
Vishwajeet Singh
Ramesh Kumar
Shalimar
Publikationsdatum
04.03.2019
Verlag
Springer US
Erschienen in
Digestive Diseases and Sciences / Ausgabe 8/2019
Print ISSN: 0163-2116
Elektronische ISSN: 1573-2568
DOI
https://doi.org/10.1007/s10620-019-05557-y

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