ArticleWorld journal of hepatology2024
External validation of EncephalApp Stroop test to screen minimal hepatic encephalopathy patients with nonalcoholic cirrhosis.
Article in World journal of hepatology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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2 citing papers in PubMed.
- Smartphone-based Stroop Test, EncephalApp: What is the optimal cutoff for diagnosing minimal hepatic encephalopathy?World journal of hepatology · 2025Article
- Innovative diagnostic tool aids screening for minimal hepatic encephalopathy in non-alcoholic cirrhosis patients.World journal of hepatology · 2025Article
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Abstract
backgroundNeurocognitive impairment, including minimal hepatic encephalopathy (MHE) and overt hepatic encephalopathy, is one of the most common complications of all types of primary liver diseases, such as hepatitis B, biliary cholangitis, and autoimmune hepatitis. The EncephalApp Stroop test is a smartphone application-based test that is time-saving for MHE screening. However, neurocognitive impairment is different between alcoholic cirrhosis patients and nonalcoholic cirrhosis patients, so the cutoff value for MHE diagnosis might be inflated.
aimTo validate the Stroop test in nonalcoholic cirrhosis patients.
methodsThis external validation was performed at the National Center for Infectious Diseases (Beijing). Liver cirrhosis patients aged between 18 and 65 years who voluntarily enrolled in the study and provided signed informed consent were included. The Psychometric Hepatic Encephalopathy Score (PHES) test was used as the standard diagnostic criterion for MHE. The EncephalApp Stroop test was then performed on the iPad, including two sessions of tests ("off" and "on") to measure patients' ability to differentiate between numbers and letters. We assessed the performance of the EncephalApp Stroop test in terms of the area under the curve (AUC), sensitivity, specificity, positive predictive value, and negative predictive value, with the PHES as the standard criterion.
resultsA total of 160 nonalcoholic cirrhosis patients were included in this validation study, including 87 (54.4%) patients without MHE and 73 (45.6%) patients with MHE. Taking the PHES as the gold standard, the EncephalApp Stroop test performed well for nonalcoholic liver cirrhosis patients in terms of "off" time [AUC: 0.85, 95% confidence interval (CI): 0.79-0.91] and "on + off" time (AUC: 0.85, 95%CI: 0.80-0.91); however, total runs of "off" session (AUC: 0.61, 95%CI: 0.52-0.69), total runs of "on" session (AUC: 0.57, 95%CI: 0.48-0.65), and "on - off" time (AUC: 0.54, 95%CI: 0.44-0.63) were comparatively low. The optimal cutoff points were "off" time > 101.93 seconds and "on + off" time > 205.86 seconds, with sensitivities of 0.84 and 0.90, specificities of 0.77 and 0.71, positive predictive values of 0.75 and 0.72, and false-positive values of 0.85 and 0.89, respectively.
conclusionOur results suggest that different cutoffs should be used for the EncephalApp Stroop tool for MHE screening between alcoholic and nonalcoholic living patients, which is a critical check before generalization to screen for neurocognitive impairment among the whole population of chronic liver diseases.
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