Skip to main content
Top
Published in: Metabolic Brain Disease 1/2019

01-02-2019 | Original Article

Diagnosis of covert hepatic encephalopathy: a multi-center study testing the utility of single versus combined testing

Authors: Andres Duarte-Rojo, Sanath Allampati, Leroy R. Thacker, Christopher R. Flud, Kavish R. Patidar, Melanie B. White, Jagpal S. Klair, Douglas M. Heuman, James B. Wade, Edith A. Gavis, Jasmohan S. Bajaj

Published in: Metabolic Brain Disease | Issue 1/2019

Login to get access

Abstract

Covert hepatic encephalopathy (CHE) affects cognition in a multidimensional fashion. Current guidelines recommend performing Psychometric Hepatic Encephalopathy Score (PHES) and a second test to diagnose CHE for multi-center trials. We aimed to determine if a two-test combination strategy improved CHE diagnosis agreement, and accuracy to predict overt hepatic encephalopathy (OHE), compared to single testing. Cirrhotic outpatients without baseline OHE performed PHES, Inhibitory Control Test (ICT), and Stroop EncephAlapp (StE) at three centers. Patients were followed for OHE development. Areas under the receiver operation characteristic curve (AUROC) were calculated. We included 437 patients (399 with follow-up data). CHE prevalence varied with testing strategy: PHES+ICT 18%, ICT + StE 25%, PHES+StE 29%, ICT 35%, PHES 37%, and StE 54%. Combination with best test agreement was PHES+StE (k = 0.34). Sixty patients (15%) developed OHE. Although CHE by StE showed the highest sensitivity to predict OHE, PHES and PHES+StE were more accurate at the expense of a lower sensitivity (55%, AUROC: 0.587; 36%, AUROC: 0.629; and 29%, AUROC: 0.623; respectively). PHES+ICT was the most specific (85%) but all strategies including ICT showed sensitivities in the 33–45% range. CHE diagnosis by PHES (HR = 1.79, p = 0.04), StE (HR = 1.69, p = 0.04), and PHES+StE (HR = 1.72, p = 0.04), were significant OHE predictors even when adjusted for prior OHE and MELD. Our results demonstrate that combined testing decreases CHE prevalence without improving the accuracy of OHE prediction. Testing with PHES or StE alone, or a PHES+StE combination, is equivalent to diagnose CHE and predict OHE development in a multi-center setting.
Appendix
Available only for authorised users
Literature
go back to reference Allampati S, Duarte-Rojo A, Thacker LR, Patidar KR, White MB, Klair JS, John B, Heuman DM, Wade JB, Flud C, O’Shea R, Gavis EA, Unser AB, Bajaj JS (2016) Diagnosis of minimal hepatic encephalopathy using Stroop EncephalApp: a multicenter US-based, norm-based study. Am J Gastroenterol 111:78–86CrossRef Allampati S, Duarte-Rojo A, Thacker LR, Patidar KR, White MB, Klair JS, John B, Heuman DM, Wade JB, Flud C, O’Shea R, Gavis EA, Unser AB, Bajaj JS (2016) Diagnosis of minimal hepatic encephalopathy using Stroop EncephalApp: a multicenter US-based, norm-based study. Am J Gastroenterol 111:78–86CrossRef
go back to reference Amodio P, Campagna F, Olianas S, Iannizzi P, Mapelli D, Penzo M, Angeli P, Gatta A (2008) Detection of minimal hepatic encephalopathy: normalization and optimization of the psychometric hepatic encephalopathy score. A neuropsychological and quantified EEG study. J Hepatol 49:346–353CrossRef Amodio P, Campagna F, Olianas S, Iannizzi P, Mapelli D, Penzo M, Angeli P, Gatta A (2008) Detection of minimal hepatic encephalopathy: normalization and optimization of the psychometric hepatic encephalopathy score. A neuropsychological and quantified EEG study. J Hepatol 49:346–353CrossRef
go back to reference Amodio P, Ridola L, Schiff S et al (2010) Improving the inhibitory control task to detect minimal hepatic encephalopathy. Gastroenterology 139(510–518):518 e511–518 e512 Amodio P, Ridola L, Schiff S et al (2010) Improving the inhibitory control task to detect minimal hepatic encephalopathy. Gastroenterology 139(510–518):518 e511–518 e512
go back to reference Ampuero J, Simon M, Montoliu C et al (2015) Minimal hepatic encephalopathy and critical flicker frequency are associated with survival of patients with cirrhosis. Gastroenterology 149:1483–1489CrossRef Ampuero J, Simon M, Montoliu C et al (2015) Minimal hepatic encephalopathy and critical flicker frequency are associated with survival of patients with cirrhosis. Gastroenterology 149:1483–1489CrossRef
go back to reference Bajaj JS, Saeian K, Schubert CM, Hafeezullah M, Franco J, Varma RR, Gibson DP, Hoffmann RG, Stravitz RT, Heuman DM, Sterling RK, Shiffman M, Topaz A, Boyett S, Bell D, Sanyal AJ (2009) Minimal hepatic encephalopathy is associated with motor vehicle crashes: the reality beyond the driving test. Hepatology 50:1175–1183CrossRef Bajaj JS, Saeian K, Schubert CM, Hafeezullah M, Franco J, Varma RR, Gibson DP, Hoffmann RG, Stravitz RT, Heuman DM, Sterling RK, Shiffman M, Topaz A, Boyett S, Bell D, Sanyal AJ (2009) Minimal hepatic encephalopathy is associated with motor vehicle crashes: the reality beyond the driving test. Hepatology 50:1175–1183CrossRef
go back to reference Bajaj JS, O'Leary JG, Tandon P, et al (2017) Hepatic Encephalopathy Is Associated With Mortality in Patients With Cirrhosis Independent of Other Extrahepatic Organ Failures. Clin Gastroenterol Hepatol 15(4):565–574.e4 Bajaj JS, O'Leary JG, Tandon P, et al (2017) Hepatic Encephalopathy Is Associated With Mortality in Patients With Cirrhosis Independent of Other Extrahepatic Organ Failures. Clin Gastroenterol Hepatol 15(4):565–574.e4
go back to reference Duarte-Rojo A, Estradas J, Hernandez-Ramos R et al (2011) Validation of the psychometric hepatic encephalopathy score (PHES) for identifying patients with minimal hepatic encephalopathy. Dig Dis Sci 56:3014–3023CrossRef Duarte-Rojo A, Estradas J, Hernandez-Ramos R et al (2011) Validation of the psychometric hepatic encephalopathy score (PHES) for identifying patients with minimal hepatic encephalopathy. Dig Dis Sci 56:3014–3023CrossRef
go back to reference Gupta D, Ingle M, Shah K, Phadke A, Sawant P (2015) Prospective comparative study of inhibitory control test and psychometric hepatic encephalopathy score for diagnosis and prognosis of minimal hepatic encephalopathy in cirrhotic patients in the Indian subcontinent. J Dig Dis 16:400–407CrossRef Gupta D, Ingle M, Shah K, Phadke A, Sawant P (2015) Prospective comparative study of inhibitory control test and psychometric hepatic encephalopathy score for diagnosis and prognosis of minimal hepatic encephalopathy in cirrhotic patients in the Indian subcontinent. J Dig Dis 16:400–407CrossRef
go back to reference Lauridsen MM, Schaffalitzky de Muckadell OB, Vilstrup H (2015) Minimal hepatic encephalopathy characterized by parallel use of the continuous reaction time and portosystemic encephalopathy tests. Metab Brain Dis 30:1187–1192CrossRef Lauridsen MM, Schaffalitzky de Muckadell OB, Vilstrup H (2015) Minimal hepatic encephalopathy characterized by parallel use of the continuous reaction time and portosystemic encephalopathy tests. Metab Brain Dis 30:1187–1192CrossRef
go back to reference Montagnese S, Balistreri E, Schiff S, de Rui M, Angeli P, Zanus G, Cillo U, Bombonato G, Bolognesi M, Sacerdoti D, Gatta A, Merkel C, Amodio P (2014) Covert hepatic encephalopathy: agreement and predictive validity of different indices. World J Gastroenterol 20:15756–15762CrossRef Montagnese S, Balistreri E, Schiff S, de Rui M, Angeli P, Zanus G, Cillo U, Bombonato G, Bolognesi M, Sacerdoti D, Gatta A, Merkel C, Amodio P (2014) Covert hepatic encephalopathy: agreement and predictive validity of different indices. World J Gastroenterol 20:15756–15762CrossRef
go back to reference Ortiz M, Cordoba J, Jacas C et al (2006) Neuropsychological abnormalities in cirrhosis include learning impairment. J Hepatol 44:104–110CrossRef Ortiz M, Cordoba J, Jacas C et al (2006) Neuropsychological abnormalities in cirrhosis include learning impairment. J Hepatol 44:104–110CrossRef
go back to reference Patidar KR, Bajaj JS (2015) Covert and overt hepatic encephalopathy: diagnosis and management. Clin Gastroenterol Hepatol 13:2048–2061CrossRef Patidar KR, Bajaj JS (2015) Covert and overt hepatic encephalopathy: diagnosis and management. Clin Gastroenterol Hepatol 13:2048–2061CrossRef
go back to reference Prasad S, Dhiman RK, Duseja A, Chawla YK, Sharma A, Agarwal R (2007) Lactulose improves cognitive functions and health-related quality of life in patients with cirrhosis who have minimal hepatic encephalopathy. Hepatology 45:549–559CrossRef Prasad S, Dhiman RK, Duseja A, Chawla YK, Sharma A, Agarwal R (2007) Lactulose improves cognitive functions and health-related quality of life in patients with cirrhosis who have minimal hepatic encephalopathy. Hepatology 45:549–559CrossRef
go back to reference Rai R, Ahuja CK, Agrawal S, Kalra N, Duseja A, Khandelwal N, Chawla Y, Dhiman RK (2015) Reversal of low-grade cerebral edema after lactulose/Rifaximin therapy in patients with cirrhosis and minimal hepatic encephalopathy. Clin Transl Gastroenterol 6:e111CrossRef Rai R, Ahuja CK, Agrawal S, Kalra N, Duseja A, Khandelwal N, Chawla Y, Dhiman RK (2015) Reversal of low-grade cerebral edema after lactulose/Rifaximin therapy in patients with cirrhosis and minimal hepatic encephalopathy. Clin Transl Gastroenterol 6:e111CrossRef
go back to reference Riggio O, Amodio P, Farcomeni A, Merli M, Nardelli S, Pasquale C, Pentassuglio I, Gioia S, Onori E, Piazza N, de Rui M, Schiff S, Montagnese S (2015) A model for predicting development of overt hepatic encephalopathy in patients with cirrhosis. Clin Gastroenterol Hepatol 13:1346–1352CrossRef Riggio O, Amodio P, Farcomeni A, Merli M, Nardelli S, Pasquale C, Pentassuglio I, Gioia S, Onori E, Piazza N, de Rui M, Schiff S, Montagnese S (2015) A model for predicting development of overt hepatic encephalopathy in patients with cirrhosis. Clin Gastroenterol Hepatol 13:1346–1352CrossRef
go back to reference Romero Gomez M, Cordoba J, Jover R et al (2006) Normality tables in the Spanish population for psychometric tests used in the diagnosis of minimal hepatic encephalopathy. Med Clin (Barc) 127:246–249CrossRef Romero Gomez M, Cordoba J, Jover R et al (2006) Normality tables in the Spanish population for psychometric tests used in the diagnosis of minimal hepatic encephalopathy. Med Clin (Barc) 127:246–249CrossRef
go back to reference Soriano G, Roman E, Cordoba J et al (2012) Cognitive dysfunction in cirrhosis is associated with falls: a prospective study. Hepatology 55:1922–1930CrossRef Soriano G, Roman E, Cordoba J et al (2012) Cognitive dysfunction in cirrhosis is associated with falls: a prospective study. Hepatology 55:1922–1930CrossRef
go back to reference Thomsen KL, Macnaughtan J, Tritto G, Mookerjee RP, Jalan R (2016) Clinical and pathophysiological characteristics of cirrhotic patients with grade 1 and minimal hepatic encephalopathy. PLoS One 11:e0146076CrossRef Thomsen KL, Macnaughtan J, Tritto G, Mookerjee RP, Jalan R (2016) Clinical and pathophysiological characteristics of cirrhotic patients with grade 1 and minimal hepatic encephalopathy. PLoS One 11:e0146076CrossRef
go back to reference Vilstrup H, Amodio P, Bajaj J, Cordoba J, Ferenci P, Mullen KD, Weissenborn K, Wong P (2014) 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 60:715–735CrossRef Vilstrup H, Amodio P, Bajaj J, Cordoba J, Ferenci P, Mullen KD, Weissenborn K, Wong P (2014) 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 60:715–735CrossRef
go back to reference Volk ML, Tocco RS, Bazick J, Rakoski MO, Lok AS (2012) Hospital readmissions among patients with decompensated cirrhosis. Am J Gastroenterol 107:247–252CrossRef Volk ML, Tocco RS, Bazick J, Rakoski MO, Lok AS (2012) Hospital readmissions among patients with decompensated cirrhosis. Am J Gastroenterol 107:247–252CrossRef
go back to reference Wein C, Koch H, Popp B, Oehler G, Schauder P (2004) Minimal hepatic encephalopathy impairs fitness to drive. Hepatology 39:739–745CrossRef Wein C, Koch H, Popp B, Oehler G, Schauder P (2004) Minimal hepatic encephalopathy impairs fitness to drive. Hepatology 39:739–745CrossRef
go back to reference Weissenborn K (2015) The clinical relevance of minimal hepatic encephalopathy--a critical look. Dig Dis 33:555–561CrossRef Weissenborn K (2015) The clinical relevance of minimal hepatic encephalopathy--a critical look. Dig Dis 33:555–561CrossRef
go back to reference Weissenborn K, Ennen JC, Schomerus H, Rückert N, Hecker H (2001) Neuropsychological characterization of hepatic encephalopathy. J Hepatol 34:768–773CrossRef Weissenborn K, Ennen JC, Schomerus H, Rückert N, Hecker H (2001) Neuropsychological characterization of hepatic encephalopathy. J Hepatol 34:768–773CrossRef
Metadata
Title
Diagnosis of covert hepatic encephalopathy: a multi-center study testing the utility of single versus combined testing
Authors
Andres Duarte-Rojo
Sanath Allampati
Leroy R. Thacker
Christopher R. Flud
Kavish R. Patidar
Melanie B. White
Jagpal S. Klair
Douglas M. Heuman
James B. Wade
Edith A. Gavis
Jasmohan S. Bajaj
Publication date
01-02-2019
Publisher
Springer US
Published in
Metabolic Brain Disease / Issue 1/2019
Print ISSN: 0885-7490
Electronic ISSN: 1573-7365
DOI
https://doi.org/10.1007/s11011-018-0350-z

Other articles of this Issue 1/2019

Metabolic Brain Disease 1/2019 Go to the issue