Hepatic encephalopathy (HE) is a frequent and severe. Improving the Inhibitory Control Task to Detect Minimal Hepatic Encephalopathy

Size: px
Start display at page:

Download "Hepatic encephalopathy (HE) is a frequent and severe. Improving the Inhibitory Control Task to Detect Minimal Hepatic Encephalopathy"

Transcription

1 GASTROENTEROLOGY 2010;139: Improving the Inhibitory Control Task to Detect Minimal Hepatic Encephalopathy PIERO AMODIO,* LORENZO RIDOLA, SAMI SCHIFF,*, SARA MONTAGNESE,* CHIARA PASQUALE, SILVIA NARDELLI, ILARIA PENTASSUGLIO, MARIA TREZZA, CHIARA MARZANO, CRISTIANA FLAIBAN, PAOLO ANGELI,* GIORGIA CONA, PATRIZIA BISIACCHI, ANGELO GATTA,* and OLIVIERO RIGGIO *Department of Clinical and Experimental Medicine, University of Padua, Padua; Unit of Gastroenterology, University of Rome, Rome; IRCCS Ospedale St. Camillo, Venice; and Department of General Psychology, University of Padua, Padua, Italy BACKGROUND & AIMS: Quantification of the number of noninhibited responses (lures) in the inhibitory control task (ICT) has been proposed for the diagnosis of minimal hepatic encephalopathy (MHE). We assessed the efficacy of ICT compared with recommended diagnostic standards. METHODS: We studied patients with cirrhosis and healthy individuals (controls) who underwent the ICT at 2 centers (center A: n 51 patients and 41 controls, center B: n 24 patients and 14 controls). Subjects were evaluated for MHE by psychometric hepatic encephalopathy score (PHES). Patients from center B also were assessed for MHE by critical flicker frequency and spectral electroencephalogram analyses. RESULTS: Patients with cirrhosis had higher ICT lures ( vs , respectively, P.01) and lower ICT target accuracy ( vs , respectively, P.01) compared with controls. However, lures were comparable ( vs , respectively, P.32) among patients with/without altered PHES (center A). There was a reverse, U-shaped relationship between ICT lure and target accuracy; a variable adjusting lures was devised based on target accuracy (weighted lures at center B). This variable differed between patients with and without MHE. The variable weighted lures was then validated from data collected at center A by receiver operator characteristic curve analysis; it discriminated between patients with and without PHES alterations (area under the curve ). However, target accuracy alone was as effective as a stand-alone variable (area under the curve ). CONCLUSIONS: The ICT is not useful for the diagnosis of MHE, unless adjusted by target accuracy. Testing inhibition (lures) does not seem to be superior to testing attention (target accuracy) for the detection of MHE. Keywords: Electroencephalogram; EEG; Attention; Inhibition. Hepatic encephalopathy (HE) is a frequent and severe complication of cirrhosis characterized by a wide spectrum of neuropsychiatric changes and alterations in neuromuscular function. The milder form of HE, which is detectable by psychometric or neurophysiologic testing in patients who appear clinically normal, is labeled as minimal hepatic encephalopathy (MHE). 1 3 MHE might affect from 20% to 60% of patients with cirrhosis, depending on the tests used for its diagnosis and the severity of hepatic failure. 4,5 MHE impinges on the health-related quality of life, 6 8 and it is likely to affect driving ability 9 13 of these individuals. It has a negative prognostic value in relation to the occurrence of both bouts of overt hepatic encephalopathy and death. 16,18 The cognitive profile of MHE is characterized by a peculiar kind of mild cognitive impairment 19 regarding selective attention and executive functions, visuomotor ability, psychomotor speed, response inhibition, and response selection, 3,17,20 25 MHE also causes brain dysfunction detectable by the slowing of the electroencephalogram (EEG), 26,27 prolonged cognitive evoked potentials, 27,28 reduced ability to detect light flickering, 18,29 and reduced eye pursuit control. 30 Therefore, where possible, the diagnosis of MHE is preferably based on a combination of psychometric and neurophysiologic/psychophysiologic tools. Nonetheless, cognitive investigation is the simplest and most widely used way of diagnosing MHE, and the psychometric hepatic encephalopathy score, a paper-andpencil test battery, is one of the preferred tools to this aim. 31 However, its administration requires dedicated, competent personnel, and normative data are available for a limited number of European countries only. 18,32 34 The inhibitory control task (ICT), a computerized psychometric test, has been recently proposed as a simple diagnostic tool for MHE. 20,35 ICT evaluates both sustained attention and the ability to inhibit responses to potentially relevant stimuli during a stressful working memory updating condition. Working memory impair- Abbreviations used in this paper: CFF, critical flicker frequency; EEG, electroencephalogram; ICT, inhibitory control task; HE, hepatic encephalopathy; LTT, line tracing test; MHE, minimal hepatic encephalopathy; PHES, psychometric hepatic encephalopathy score; ROC, receiving operative curves; TMT, trail making test; WL, weighted lures by the AGA Institute /$36.00 doi: /j.gastro

2 August 2010 ICT AND MINIMAL HEPATIC ENCEPHALOPATHY 511 Table 1. Demographic Variables and ICT Measures in Controls and Patients With Cirrhosis in Study Centers A and B Center A (Rome) Center B (Padua) Controls (n 41) Patients with cirrhosis (n 51) Controls (n 14) Patients with cirrhosis (n 24) Age (y) a Sex (males, %) Education (y) a a Etiology of cirrhosis (virus/alcohol/other) (%) 66/20/14 55/40/5 Child-Pugh class (A/B/C) (%) 33/47/20 21/57/22 ICT target accuracy a a Reaction times to ICT targets (ms) ICT lures (number failed inhibitions out of 40) a Reaction times to ICT lures (ms) ICT, inhibitory control task. a P.05 patients with cirrhosis vs controls. ment had been previously shown to be a feature of MHE. 17,36 During the ICT, a continuous stream of letters are presented one after the other. Subjects are invited to pay attention only to the letters X and Y, and their task ( go task ) is to press a button every time X and Y are alternated (called targets), independently of the irrelevant letters presented between them. In contrast, subjects must refrain from responding (ie, inhibit the response; viz, no-go task ) when the 2 identical target letters are consecutively presented (called lures). 37 A cut off of 5 lures (ie, noninhibited responses) has been claimed to discriminate patients with/without MHE with 88% sensitivity and 77% specificity compared with formal neuropsychologic testing. 20 Thus, ICT seems to be a promising tool for the diagnosis of MHE. However, its applicability to different populations of patients with cirrhosis and its relation to other measures of MHE needs to be confirmed. The aim of the present study was to assess the specificity and sensitivity of ICT for the diagnosis of MHE. Materials and Methods Seventy-five patients with cirrhosis and 55 healthy controls were studied in 2 reference centers for the study of hepatic encephalopathy: the Gastroenterology Unit of the University Hospital Umberto I of Rome, Italy (center A), and the 5th Clinical Medicine Unit of the University Hospital of Padua, Padua, Italy (center B). Subjects from center A were used to assess the specificity/sensibility of ICT for the diagnosis of MHE and to evaluate the test-retest reliability, as well as the influence of age and education (pooled with normal subjects from center B). The same individuals were used to validate a model for optimizing ICT interpretation devised in center B. Subjects from center B were used for in-depth analysis of both ICT errors and reaction times as well as their relationship with other objective measures of brain dysfunction useful for the diagnosis of MHE: EEG spectral analysis 38 and critical flicker frequency (CFF). 29 They were also used to produce a novel model for interpretation of the ICT outcome results. Patients with cirrhosis from both centers were enrolled consecutively, whereas healthy controls came from convenience samples of volunteers. The main clinical and demographic features of the study populations are presented in Table 1. The diagnosis of cirrhosis was based on case history; clinical examination; biochemical, endoscopic, and ultrasound findings; or, when needed, on liver biopsy. The diagnostic criteria were as follows: the presence of hepatic stigmata on routine clinical examination, together with biochemical indices of decompensated liver disease (low serum albumin, high bilirubin, prolonged prothrombin time, low platelet count), endoscopic or ultrasound signs of portal hypertension, or a history of previous decompensation (ascites, jaundice, bleeding from esophageal varices). The exclusion criteria were as follows: chronic obstructive lung disease/respiratory failure of other origin, renal failure (creatinine plasma level 200 mol/l), coronary heart disease or heart failure of any origin (New York Heart Association 1), significant neurologic/psychiatric disease, overt HE or bouts of over HE within 15 days prior to the study, bleeding or infections within 15 days prior to the study, as well as psychoactive medication (benzodiazepines, antidepressant, neuroleptic drugs), active alcohol misuse, or unwillingness/inability to undergo the study procedures. Out of the enrolled patients, 15 in group A and 11 in group B had had previous bouts of overt hepatic encephalopathy, according to the West Haven criteria ( 15 days before the study). The study protocol conformed to the ethical guidelines of the 1975 Declaration of Helsinki and was approved by the local ethics and the research committees.

3 512 AMODIO ET AL GASTROENTEROLOGY Vol. 139, No. 2 Psychometric Assessment All patients underwent the psychometric hepatic encephalopathy score (PHES) that is obtained by a battery of psychometric tests aimed at the diagnosis of HE: the trail making test part A (TMT-A), the trail making test part B (TMT-B), the digit symbol test, the serial dotting test, and the line tracing test (LTT). 3,34 Each test was scored against age and education adjusted norms. 32 The PHES is the sum of the integer scores of each test computed from the adjusted Z values as follows: score 3 for Z 3, score 2 for 3 Z 2, score 1 for 2 Z 1, score 0 for 1 Z 1, score 1 for Z 1. In our standardization, PHES is altered if its value The ICT was administered immediately after the PHES. Two software tools for ICT assessment were used, both kindly provided by Dr. Jasmohan Bajaj, who proposed ICT for the diagnosis of MHE. 20 Both tools consist of the same go, no-go task that is based on the presentation of several letters at 500-ms intervals (Supplementary Figure 1). Interspersed within the other letters are the letters X and Y. During the initial part of the test, the subject is instructed to respond (pressing the space bar of the computer keyboard) to every X and Y ( primed response to target letters). During the second part of the test, the subject is instructed to respond only when X and Y are alternating (ie, targets of the go task ) and to refrain from responding when X and Y are not alternating (ie, lures of the no-go task ). In other words, the subject is instructed to respond only if an X is preceded by a Y or a Y is preceded by an X. Responses must be inhibited if an X is preceded by an X or a Y preceded by a Y ( lures ); for this section, both failures to respond to targets and failures to inhibit responses to lures (lures) are qualified as errors (omission and commission errors). After a practice run, 5 test runs of approximately 2 minutes each were administered for a total of 40 lures, 212 targets, and 1728 random letters in between. At the end of the test, both the number of lures and target accuracy (ratio of the correct responses over the total number of presented targets) were automatically calculated. The software tool adopted in center B also allowed the reaction times to be recorded for each task condition and for each trial because it worked into ad hoc experimental software (E-Prime; Psychological Software Tools, Pittsburgh, PA) so that all the measures provided by preceding publications 20 could be reproduced. The psychometric evaluation and the ICT were performed in a quiet room without distracting noises. Test-Retest Reliability A subgroup of 33 controls and 36 patients from center A agreed to undergo ICT for a second time within 7 days after the first evaluation, to assess test-retest reliability. None of the patients experienced changes in neuropsychiatric status, developed other complications of cirrhosis, or underwent significant modifications of their treatment regime in between repeat tests. CFF Measurement In center B, patients underwent CFF measurement in a quiet, semidarkened room without distracting noises. A portable, battery-powered analyzer was used (Hepatonorm Analyzer; R&R Medi Business Freiburg GmbH, Freiburg, Germany). The analyzer evokes an intrafoveal light stimulus with defined pulses of light at a wavelength of 650 nm, luminance of 270 cd/m 2, and luminous intensity of 5.3 mcd, ie 1/1000 of a candela. The frequency of the red light, which is initially generated as a high-frequency pulse (60 Hz) and which gives the patient the impression of a steady light, was reduced gradually until the patient had the impression that the steady light has changed into a flicker. The patient registers this change by pressing a hand-held switch. After a practice run, the test was repeated 5 times and an average value obtained; this was qualified as abnormal if 39 Hz. 29 EEG Assessment In center B, patients underwent recording of spontaneous, awake, eye-closed EEG activity by digital EEG equipment (Brainquick 3200; Micromed, Mogliano Veneto, Italy) in the morning, generally after breakfast. A standard 21-channel cup (Micromed) was used, and the electrodes placed according to the international system. 39 The ground was placed on Fpz (midline frontal derivation), the reference on Oz (midline occipital derivation). Impedance was kept under 5 k. Each channel had its own analogue-to-digital converter, and signals were digitally filtered in the range of Hz. The sampling frequency was 256 Hz, the conversion resolution was 0.19 mv/digit. Attention was paid to avoid somnolence and artefacts. After a visual inspection to exclude artefacts, the EEG tracing was assessed by spectral analysis based on fast Fourier transform. 40 This was carried out on the derivation P3-P4 in the frequency range of Hz, as previously described. 16,38 The variables considered for EEG evaluation were the mean dominant frequency (MDF, an estimate of the background frequency of the EEG) and the relative amount of slow EEG activity within the and frequency bands. 1,38 Statistical Analysis Results are presented as mean SD. Comparisons among the groups were performed by analysis of variance ANOVA (post hoc: Tukey test) or Student t test for unpaired or paired data, as appropriate. Based on the available published data on ICT lures, 20 the number of subjects (controls vs experimental patients) required to give a protection of 0.95 (probability type I error 0.05) and a power of 0.80 (probability type II error 0.20) is 38.

4 August 2010 ICT AND MINIMAL HEPATIC ENCEPHALOPATHY 513 was found to be independent of both education level and age. Figure 1. Lures in control subjects by degree of education (rhomboid, mean; bar, 95% confidence interval). Differences in proportions were tested by 2 test. The correlations between variable were analyzed by means of Pearson s correlation or Spearman s rank correlation, as appropriate. The sensitivity and specificity of ICT lures and ICT target accuracy was calculated by the receiving operative curves (ROC). The Number Cruncher Statistical System software (NCSS, Kaysville, UT, 2007) and the Statistica 7.1 (Stat Soft Italia srl; Vigonza, Italia, 2005) software programs were used. ICT: Comparison Between Patients With and Without Abnormal PHES In center A, 20 patients had normal PHES performance, whereas the remaining 31 had abnormal PHES (ie, the acknowledged criterion for the psychometrical diagnosis of MHE 31 ). Patients with abnormal PHES had lower target accuracy compared with those with normal PHES ( vs , respectively, P.01). In contrast, lures were comparable between the 2 groups ( vs , respectively, P values nonsignificant) (Supplementary Table 1). ICT: Test-Retest Reliability Patients with cirrhosis showed a reduction of lures in the second evaluation compared with the first ( vs , respectively, P.05) but not of target accuracy ( vs , respectively, P values nonsignificant). In contrast, control subjects did not show any relevant change either in lures (11.5 7vs13 5.6, respectively, P values nonsignificant) or target accuracy ( vs , respectively, P values nonsignificant) (Supplementary Table 2). ICT: Insight Into the Task In center B, a U-shaped relationship between target accuracy and lures was shown in patients with cirrhosis (Figure 2). Therefore, in individuals who were unable to Results ICT: Comparison Between Patients With Cirrhosis and Controls ICT target accuracy was lower in patients with cirrhosis compared with controls, whereas ICT lures were higher (Table 1). Reaction times to both target and lures were more prolonged in patients with cirrhosis compared with controls, although the difference did not reach statistical significance (Table 1). ICT: Relationship With Age and Education Target accuracy was comparable in control subjects from center A and B, whereas lure responses were higher in control subjects from center A. However, the difference was abolished once education was included as covariate (F 1, , P.50). Having verified that ICT measures were comparable in control subjects from center A and B, these were pooled together to assess the potential confounding effect of age and education. Lures were influenced by education level (F 2, , P.01; Figure 1), but they appeared to be independent of age (r 0.13, P.35). Target accuracy Figure 2. Plot of target accuracy vs lures in the patients with cirrhosis and controls (center B). In a subgroup of patients with cirrhosis (outside the rectangle), ICT performance is different from that of controls (inside the rectangle). A reversed U-shape relationship (panel on the left) was detected between lures and target accuracy in patients with cirrhosis. If target accuracy was low, the estimation of lures is meaningless. Note: the curve is computed by mean square technique with negative exponentials.

5 514 AMODIO ET AL GASTROENTEROLOGY Vol. 139, No. 2 Table 2. Matrix of Correlation Coefficients Between ICT Outcome Measures and Other Measures of Brain Dysfunction in Patients With Cirrhosis From Center B Target accuracy Target reaction time Lures Lure reaction time Weighted lures Psychometric measures TMT-A 0.48 a TMT-B 0.69 a a a DST 0.55 a a SDT 0.51 a LTT PHES 0.57 a Spectral EEG measures MDF (%) (%) a 0.62 a 0.35 (%) a 0.17 (%) CFF NOTE. Other measures of brain dysfunction are paper and pencil psychometric tests, EEG, and CFF. TMT-A, trail making test part A; TMT-B, trail making test part B; DST, digit symbol test; SDT, serial dotting test; LTT, line tracing test; PHES, psychometric hepatic encephalopathy score; MDF, mean dominant frequency; CFF, critical flicker frequency. a P.05. reach target accuracy, the information provided by lures was found to be substantially meaningless (ie, if the subject cannot develop sufficient sustained attention to respond to targets accurately, his/her inhibition ability can paradoxically appear elevated). This was further supported by the absence of a relationship between lures and the PHES (R 0.16, P.42), the EEG mean dominant frequency (R 0.20, P.37), or the CFF (R 0.18, P.35). The importance of target accuracy for ICT interpretation was also supported by the relationship of target accuracy with PHES and its component tests (Table 2). Only the reaction time of lures was found to be related to another measure of brain function: the relative power of activity of the EEG (Table 2). The above results made it obvious that adequate interpretation of the lures had to take into account target accuracy. Therefore, a new variable adjusting lures by target accuracy (weighted lures: WL) was calculated as follows: WL 24 and target accuracy 0.75 appeared to be reasonable cut-off values (Figure 3 and Supplementary Figure 2). Testing the Model in an Independent Sample The model devised in center B was applied to patients and controls from center A. ROC curves were calculated for ICT target accuracy, lure responses, and WL (Figure 4). WL provided a sensitivity/specificity profile, which was better than that of lures, but not superior to that of target accuracy in discriminating patients with cirrhosis with/without PHES alteration (Figure 4). The WL L/ TA 2 where WL: weighted lure L: number of lures (failed inhibition of response; ie, commission errors) TA: target accuracy WL was found to be related to some of the PHES tests, taken as stand-alone variables (Table 2). WL proved to be more useful than lure responses in discriminating controls from the patients with cirrhosis with/without MHE resulting from extensive investigation (altered PHES, spectral EEG or CFF) (Figure 3). Target accuracy was the only other ICT measure that proved both good correlation with cognitive performance and discriminating value (Table 2). On visual analysis, Figure 3. Lures and weighted lures (WL) in controls and patients with cirrhosis without and with MHE (abnormal PHES, EEG, or CFF; center B). Note: Small box, median; large box, 25th 75th percentile; bar, minimum-maximal interval without outliers.

6 August 2010 ICT AND MINIMAL HEPATIC ENCEPHALOPATHY 515 Figure 4. ROC curves for responses to lures (left), weighted lures WL (middle), and target accuracy (right). Sensitivity and specificity are calculated in relation to the presence of PHES alteration. Note: AUC, area under the curve. best discriminating values estimated on the basis of the ROC curves are reported in Table 3. Similarly to lure responses, WL were found to be independent of age and influenced by education levels (F 2,51 7.2, P.01): the individuals with 8 years of education had about 6 points more than the ones with at least 13 years of education (18 6vs12 6, respectively, P.05). Nonetheless, even adjusting for education, the sensitivity/specificity profile of the test did not change. Compared with the patients who had not experienced bouts of overt HE in the past, the patients who had had bouts of overt HE showed a trend, albeit not significant, for lower PHES ( vs , respectively, P values nonsignificant), target accuracy ( vs , respectively, P values nonsignificant), and higher WL ( vs , respectively, P values nonsignificant) but not higher even lower lures ( vs , respectively). Compared with the patients with nonalcoholic cirrhosis, the patients with alcoholic cirrhosis did not differ for target accuracy ( vs , P values nonsignificant) or lures ( vs , P values nonsignificant), as well as WL ( vs , P values nonsignificant). Age, education level, and severity of liver disease did not differ between patients with or without alcoholic cirrhosis. Table 3. Prevalence of Individuals With Abnormal Weighted Lures and Target Accuracy at Different Thresholds Obtained From ROC Curve Analysis Controls (%) Patients with cirrhosis (%) PHES normal a PHES abnormal Weighted lures Weighted lures L Target accuracy Target accuracy NOTE. The thresholds were selected by visual inspection. a PHES is the acknowledged psychometrical tool for the diagnosis of MHE; therefore, PHES normal no MHE, and PHES abnormal MHE. Discussion In the present study, the number of ICT lures, ie, a measure of the inhibition ability, was shown to depend on target accuracy, which reflects attention ability. Accordingly, the number of lures as a stand-alone variable was found not to be adequate for discriminating controls from patients with cirrhosis who have PHES alteration. In contrast, ICT target accuracy as a stand-alone and lures weighted by target accuracy, a newly devised measurement method, were shown to have a better discriminating value, even if the agreement with PHES was found to be limited. The detection of MHE is a relevant health issue because of the impact that it has on quality of life and driving ability. 9,13 Among the psychometric tools to diagnose MHE by mere cognitive investigation, PHES is considered to be the preferable one, at least in the countries where this battery is standardized. 31 However, the use of classical psychometric batteries, such as PHES, in a clinical setting may be problematic in countries where psychometric tests can only be administered by qualified personnel. For this reason, the use of a computerized test directed towards the study of the cognitive domains that are impaired from the onset of HE is interesting. Computerized tests are generally based on the repetition of a great number of trials; therefore, if the instructions are well understood, the results produced are reasonably more precise than those of paper and pencil tests. The ICT, 20,35 together with the scan test 17,36 and possibly the cognitive drug research battery, 41 are the only computerized tests that have been expressly applied to patients with cirrhosis, based on known cognitive features of MHE. In our study, the ICT test was performed in 2 reference centers for the study of HE using 2 comparable software tools. The tool adopted in center B works within a specific framework for accurate neuropsychologic investigation (E-Prime) that ensures complete control of all the experimental conditions. Moreover, in center B, the ICT,

7 516 AMODIO ET AL GASTROENTEROLOGY Vol. 139, No. 2 as well other cognitive investigation methods, was performed by expert neuropsychologists (S.S. and G.C.), whereas, in center A, the tests were performed by clinicians. Despite these differences, the ICT measures were comparable in the 2 centers. This finding provides evidence of good accuracy of the ICT measurements in our study. The finding that ICT measurements showed a relationship mainly with TMT-B but no relationship with LTT is easily explained by the fact that both ICT and TMT-B reflect prefrontal and right parietal functions, 42,43 whereas LTT reflects motor functions. This can also explain the lack of a relationship with CFF, which is a psychophysical measurement. The relationship of lures and their reaction times with EEG dynamics is in line with the idea that lures have an objective relationship with brain dysfunction, even if the relationship between ICT and neurophysiologic dynamics requires further ad hoc investigation. However, the results did not fit completely with the report originally published by Bajaj et al, 20 whose controls had quicker reaction times to both targets detection and lures than ours ( vs ms and vs ms, respectively), as well as lower lure responses (3 2vs12 6, respectively). In contrast, target accuracy was comparable ( vs , respectively). Neither age nor education can explain the difference between the Italian and the United States controls because they were comparable. A possible explanation for this unexpected finding is that US controls might have been more familiar with computer use and games. This hypothesis is also supported by the fact that a trend for a lower attitude in performing the ICT test in Italian citizens compared with the US citizens is also supported by the same worse ICT performance in the Italian patients with cirrhosis compared with the US patients. This finding indicates the need for standardization of the ICT in different populations. In agreement with Bajaj et al, 20 ICT performance was comparable in patients with alcoholic cirrhosis compared with those with nonalcoholic cirrhosis. The detection of a U-shaped relationship between target accuracy (attention) and lures (inhibition) suggests that testing inhibition in the context of insufficient attention produces unreliable results. This phenomenon can explain why lures did not differ between patients with/ without PHES abnormalities and consequently justify their poor ROC curve profile. The newly devised variable WL (lures weighted by target accuracy) proved to be useful. WL allows us to evaluate inhibition ability based on each individual s attention ability. The value of WR measurement was supported by a ROC curve profile that was clearly better than that of lures. However, even WL did not prove to be better than target accuracy, as a simple measure of attention. This is in agreement with previous studies 17,22,25 proving that selective attention and working memory tasks within a context of time pressure are very good psychometric tools to detect MHE. A further clue supporting the use of WL was the finding that patients who had had previous bouts of overt HE performed lower lures but higher WL than the patients without a history of previous overt HE but showed a trend for lower psychometric performance on PHES and target accuracy. Additional findings obtained from our study were the sensitivity of lures and WLR to education level, supporting, yet again, the need for standardization to obtain a correct interpretation of test results. In addition, a trend was also observed for a learning effect, at least in the patients with cirrhosis. The absence of learning effect in control subjects can be explained by the ceiling effect because normal subjects with normal performance might simply not be in a position to improve their performance any further. A limitation of our study was the small but significant higher education and lower age of controls compared with patients with cirrhosis. However, because these variations could have only improved ICT performance in controls, its diagnostic power might have been, if anything, slightly overestimated, which would not affect the study conclusion. In conclusion, the present study proves that (1) the ICT provides cognitive measures that are related, albeit only roughly, to recommended diagnostic standards for cognitive investigation of MHE; (2) the ICT, like most psychometric tools, is influenced by demographic variables and exhibits some learning effect; (3) the value of the ICT outcome lures (inhibition ability) becomes more valuable if it is adjusted by target accuracy (attention ability); (4) testing for attention is as important as testing for inhibition to diagnose cognitive dysfunction in patients with cirrhosis. Supplementary Material Note: To access the supplementary material accompanying this article, visit the online version of Gastroenterology at and at doi: /j.gastro References 1. Ferenci P, Lockwood A, Mullen K, et al. Hepatic encephalopathy definition, nomenclature, diagnosis, and quantification: final report of the working party at the 11th World Congresses of Gastroenterology, Vienna, Hepatology 2002;35: Lockwood AH. What s in a name? Improving the care of cirrhotics. J Hepatol 2000;32: Schomerus H, Hamster W. Neuropsychological aspects of portal-systemic encephalopathy. Metab Brain Dis 1998;13:

8 August 2010 ICT AND MINIMAL HEPATIC ENCEPHALOPATHY Amodio P, Montagnese S, Gatta A, et al. Characteristics of minimal hepatic encephalopathy. Metab Brain Dis 2004;19: Dhiman RK, Chawla YK. Minimal hepatic encephalopathy. Indian J Gastroenterol 2009;28: Groeneweg M, Quero JC, De Bruj I, et al. Subclinical hepatic encephalopathy impairs daily functioning. Hepatology 1998;28: Prasad S, Dhiman RK, Duseja A, et al. Lactulose improves cognitive functions and health-related quality of life in patients with cirrhosis who have minimal hepatic encephalopathy. Hepatology 2007;45: Zhou YQ, Chen SY, Jiang LD, et al. Development and evaluation of the quality of life instrument in chronic liver disease patients with minimal hepatic encephalopathy. J Gastroenterol Hepatol 2009;24: Bajaj JS, Hafeezullah M, Hoffmann RG, et al. Navigation skill impairment: another dimension of the driving difficulties in minimal hepatic encephalopathy. Hepatology 2008;47: Bajaj JS, Saeian K, Schubert CM, et al. Minimal hepatic encephalopathy is associated with motor vehicle crashes: the reality beyond the driving test. Hepatology 2009;50: Bajaj JS, Hafeezullah M, Zadvornova Y, et al. The effect of fatigue on driving skills in patients with hepatic encephalopathy. Am J Gastroenterol 2009;104: Kircheis G, Knoche A, Hilger N, et al. Hepatic encephalopathy and fitness to drive. Gastroenterology 2009;137: Wein C, Koch H, Popp B, et al. Minimal hepatic encephalopathy impairs fitness to drive. Hepatology 2004;39: Saxena N, Bhatia M, Joshi YK, et al. Electrophysiological and neuropsychological tests for the diagnosis of subclinical hepatic encephalopathy and prediction of overt encephalopathy. Liver 2002;22: Romero-Gomez M. Critical flicker frequency: it is time to break down barriers surrounding minimal hepatic encephalopathy. J Hepatol 2007;47: Amodio P, Del Piccolo F, Petteno E, et al. Prevalence and prognostic value of quantified electroencephalogram (EEG) alterations in cirrhotic patients. J Hepatol 2001;35: Amodio P, Del Piccolo F, Marchetti P, et al. Clinical features and survivial of cirrhotic patients with subclinical cognitive alterations detected by the number connection test and computerized psychometric tests. Hepatology 1999;29: Romero-Gomez M, Cordoba J, Jover R, et al. Value of the critical flicker frequency in patients with minimal hepatic encephalopathy. Hepatology 2007;45: Amodio P. Health related quality of life and minimal hepatic encephalopathy. It is time to insert quality in health care. J Gastroenterol Hepatol 2009;24: Bajaj JS, Hafeezullah M, Franco J, et al. Inhibitory control test for the diagnosis of minimal hepatic encephalopathy. Gastroenterology 2008;135: Amodio P, Schiff S, Del Piccolo F, et al. Attention dysfunction in cirrhotic patients: an inquiry on the role of executive control, attention orienting and focusing. Metab Brain Dis 2005;20: McCrea M, Cordoba J, Vessey G, Blei AT, Randolph C. Neuropsychological characterization and detection of subclinical hepatic encephalopathy. Arch Neurol 1996;53: Schiff S, Vallesi A, Mapelli D, et al. Impairment of response inhibition precedes motor alteration in the early stage of liver cirrhosis: a behavioral and electrophysiological study. Metab Brain Dis 2005;20: Weissenborn K, Heidenreich S, Ennen J, et al. Attention deficits in minimal hepatic encephalopathy. Metab Brain Dis 2001;16: Weissenborn K, Giewekemeyer K, Heidenreich S, et al. Attention, memory, and cognitive function in hepatic encephalopathy. Metab Brain Dis 2005;20: Amodio P, Gatta A. Neurophysiological investigation of hepatic encephalopathy. Metab Brain Dis 2005;20: Guerit JM, Amantini A, Fischer C, et al. Neurophysiological investigations of hepatic encephalopathy: ISHEN practice guidelines. Liver Int 2009;29: Montagnese S, Amodio P, Morgan MY. Methods for diagnosing hepatic encephalopathy in patients with cirrhosis: a multidimensional approach. Metab Brain Dis 2004;19: Kircheis G, Wettstein M, Timmermann L, et al. Critical flicker frequency for quantification of low-grade hepatic encephalopathy. Hepatology 2002;35: Montagnese S, Gordon HM, Jackson C, et al. Disruption of smooth pursuit eye movements in cirrhosis: relationship to hepatic encephalopathy and its treatment. Hepatology 2005;42: Randolph C, Hilsabeck R, Kato A, et al. Neuropsychological assessment of hepatic encephalopathy: ISHEN practice guidelines. Liver Int 2009;29: Amodio P, Campagna F, Olianas S, et al. Detection of minimal hepatic encephalopathy: normalization and optimization of the Psychometric Hepatic Encephalopathy Score. A neuropsychological and quantified EEG study. J Hepatol 2008;49: Romero GM, Cordoba J, Jover R, et al. Tablas de normalidad de la poblacion espanola para los tests psicometricos utilizados en el diagnostico de la encefalopatia hepatica minima. Med Clin (Barc) 2006;127: Weissenborn K, Ennen JC, Schomerus H, et al. Neuropsychological characterization of hepatic encephalopathy. J Hepatol 2001; 34: Bajaj JS, Saeian K, Verber MD, et al. Inhibitory control test is a simple method to diagnose minimal hepatic encephalopathy and predict development of overt hepatic encephalopathy. Am J Gastroenterol 2007;102: Amodio P, Marchetti P, Del Piccolo F, et al. Study on the Sternberg paradigm in cirrhotic patients without overt hepatic encephalopathy. Metab Brain Dis 1998;13: Garavan H, Ross TJ, Stein EA. Right hemispheric dominance of inhibitory control: an event-related functional MRI study. Proc Natl Acad Sci U S A 1999;96: Amodio P, Marchetti P, Del Piccolo F, et al. Spectral versus visual EEG analysis in mild hepatic encephalopathy. Clin Neurophysiol 1999;110: Klem GH, Lüders HO, Jasper HH, Elger C. The ten twenty electrode system of the International Federation. In: Deuschal G, Eisen A, editors. Recommendations for the practice of clinical neurophysiology: guidelines of the International Federation of Clinical Neurophysiology. Amsterdam: Elsevier, 1999: Amodio P, Orsato R, Marchetti P, et al. Electroencephalographic analysis for the assessment of hepatic encephalopathy: comparison of non-parametric and parametric spectral estimation techniques. Neurophysiol Clin 2009;39: Mardini H, Saxby BK, Record CO. Computerized psychometric testing in minimal encephalopathy and modulation by nitrogen challenge and liver transplant. Gastroenterology 2008;135:

9 518 AMODIO ET AL GASTROENTEROLOGY Vol. 139, No Ford JM, Gray M, Whitfield SL, et al. Acquiring and inhibiting prepotent responses in schizophrenia. Event-related brain potentials and functional magnetic resonance imaging. Arch Gen Psychiatry 2004;61: Lezac MD, Howieson DB, Loring DW, et al. Nuropsychological assessment. 4th ed. New York: Oxford University Press, Received December 31, Accepted April 29, Reprint requests Address requests for reprints to: Piero Amodio, MD, Department of Clinical and Experimental Medicine, Via Giustiniani No. 2, Padova, Italy. piero.amodio@unipd.it; fax (39) Acknowledgments The study was carried on under the auspices of CIRMANMEC University of Padua, Padua, Italy. Piero Amodio and Oliviero Riggio participated to an equal extent in planning, analyzing, evaluating, and writing the paper. Conflicts of interest The authors disclose no conflicts. Funding Supported by grants of the University of Padua (to P.A.) and of the University of Rome (to O.R.) and by a Young Investigator Award given (to L.R.) by the Italian Society of Gastroenterology (SIGE).

10 August 2010 ICT AND MINIMAL HEPATIC ENCEPHALOPATHY 518.e1 Supplementary Figure 1. Schematic example of the ICT: sequence of letters are displayed on the computer screen; each letter is displayed 500 ms in the center of the screen. The letters X and Y are interspersed within irrelevant letters. The subject is instructed to respond only if an X is preceded byayorayispreceded by an X (target); responses must be inhibited if an X is preceded by an X or a Y preceded by a Y (missed inhibition are called lures ). Supplementary Table 1. Comparison Between Patients With and Without Altered PHES Normal PHES (n 20) Altered PHES (n 31) Age (y) a Sex (M/F) 13/7 20/11 Education (y) a Child Pugh class (A/B/C) (%) 45/35/20 26/55/19 ICT target accuracy a ICT lures (number failed inhibitions out of 40) ICT, inhibitory control task. a P.01.

11 518.e2 AMODIO ET AL GASTROENTEROLOGY Vol. 139, No. 2 Supplementary Table 2. Test-Retest Reliability Controls (n 33) Patients with cirrhosis (n 36) First evaluation Second evaluation First evaluation Second evaluation ICT target accuracy ICT lures (number failed inhibitions out of 40) a ICT, inhibitory control task. a P.05. 1,1 1,0 0,9 Target accuracy 0,8 0,7 0,6 0,5 0,4 0,3 controls without MHE with MHE Supplementary Figure 2. Target accuracy in controls and patients with cirrhosis without and with MHE (abnormal psychometric hepatic encephalopathy score, electroencephalogram, or critical flicker frequency; center B). Small box, median; large box, 25th 75th percentile; bar, minimum-maximal interval without outliers. MHE, minimal hepatic encephalopathy.

A Simplified Psychometric Evaluation for the Diagnosis of Minimal Hepatic Encephalopathy

A Simplified Psychometric Evaluation for the Diagnosis of Minimal Hepatic Encephalopathy CLINICAL GASTROENTEROLOGY AND HEPATOLOGY 2011;9:613 616 A Simplified Psychometric Evaluation for the Diagnosis of Minimal Hepatic Encephalopathy OLIVIERO RIGGIO,* LORENZO RIDOLA,* CHIARA PASQUALE,* ILARIA

More information

The Importance of Diagnosing Covert Hepatic Encephalopathy

The Importance of Diagnosing Covert Hepatic Encephalopathy The Importance of Diagnosing Covert Hepatic Encephalopathy Program Disclosure This activity has been planned and implemented in accordance with the Essential Areas and Policies of the Accreditation Council

More information

Inhibitory Control Test for the Diagnosis of Minimal Hepatic Encephalopathy

Inhibitory Control Test for the Diagnosis of Minimal Hepatic Encephalopathy GASTROENTEROLOGY 2008;135:1591 1600 Inhibitory Control Test for the Diagnosis of Minimal Hepatic Encephalopathy JASMOHAN S. BAJAJ,* MUHAMMAD HAFEEZULLAH, JOSE FRANCO, RAJIV R. VARMA, RAYMOND G. HOFFMANN,

More information

Cirrhosis and chronic liver disease adversely affect

Cirrhosis and chronic liver disease adversely affect Spectrum of Neurocognitive Impairment in Cirrhosis: Implications for the Assessment of Hepatic Encephalopathy Jasmohan S. Bajaj, 1 James B. Wade, 2 and Arun J. Sanyal 1 Abbreviations: BDT, Block Design

More information

A Low-Cost, User-Friendly Electroencephalographic Recording System for the Assessment of Hepatic Encephalopathy

A Low-Cost, User-Friendly Electroencephalographic Recording System for the Assessment of Hepatic Encephalopathy AMERICAN ASSOCIATION FOR THE STUDY OFLIVERD I S E ASES HEPATOLOGY, VOL. 63, NO. 5, 2016 A Low-Cost, User-Friendly Electroencephalographic Recording System for the Assessment of Hepatic Encephalopathy Sami

More information

Electroencephalography Versus Psychometric Tests in Diagnosis of Minimal Hepatic Encephalopathy

Electroencephalography Versus Psychometric Tests in Diagnosis of Minimal Hepatic Encephalopathy Elmer ress Original Article J Neurol Res. 2016;6(4):65-71 Electroencephalography Versus Psychometric Tests in Diagnosis of Minimal Hepatic Encephalopathy Aktham Ismail Alemam a, b, Mohamed Ahmad Shaaban

More information

Cognitive Impairment and Electroencephalographic Alterations Before and After Liver Transplantation: What Is Reversible?

Cognitive Impairment and Electroencephalographic Alterations Before and After Liver Transplantation: What Is Reversible? LIVER TRANSPLANTATION 20:977 986, 2014 ORIGINAL ARTICLE Cognitive Impairment and Electroencephalographic Alterations Before and After Liver Transplantation: What Is Reversible? Francesca Campagna, 1 Sara

More information

Cuban Normality Tables for Psychometric Tests Used for Diagnosis of Minimal Hepatic Encephalopathy

Cuban Normality Tables for Psychometric Tests Used for Diagnosis of Minimal Hepatic Encephalopathy Original articles Cuban Normality Tables for Psychometric Tests Used for Diagnosis of Minimal Hepatic Encephalopathy Maykel Alain Padilla Ruiz, MD, MSc 1 1 First Degree Specialist in Gastroenterology,

More information

Patients With Minimal Hepatic Encephalopathy Have Poor Insight Into Their Driving Skills

Patients With Minimal Hepatic Encephalopathy Have Poor Insight Into Their Driving Skills CLINICAL GASTROENTEROLOGY AND HEPATOLOGY 2008;6:1135 1139 Patients With Minimal Hepatic Encephalopathy Have Poor Insight Into Their Driving Skills JASMOHAN S. BAJAJ,* KIA SAEIAN, MUHAMMAD HAFEEZULLAH,

More information

Analysis of combined effect of synbiotic and LOLA in improving neuropsychometric function

Analysis of combined effect of synbiotic and LOLA in improving neuropsychometric function 2017; 6(5): 152-156 ISSN (E): 2277-7695 ISSN (P): 2349-8242 NAAS Rating 2017: 5.03 TPI 2017; 6(5): 152-156 2017 TPI www.thepharmajournal.com Received: 26-03-2017 Accepted: 27-04-2017 Preetha Nandabalan

More information

Critical flicker frequency test for diagnosing minimal hepatic encephalopathy in patients with cirrhosis

Critical flicker frequency test for diagnosing minimal hepatic encephalopathy in patients with cirrhosis Turk J Gastroenterol 2017; 28: 191-6 Liver Critical flicker frequency test for diagnosing minimal hepatic encephalopathy in patients with cirrhosis Banu Demet Özel Coşkun 1, Mustafa Özen 2 1 Clinic of

More information

The usefulness of critical flicker frequency in the diagnosis and follow-up of covert hepatic encephalopathy treated with Rifaximin-α

The usefulness of critical flicker frequency in the diagnosis and follow-up of covert hepatic encephalopathy treated with Rifaximin-α Human & Veterinary Medicine International Journal of the Bioflux Society OPEN ACCESS Research Article The usefulness of critical flicker frequency in the diagnosis and follow-up of covert hepatic encephalopathy

More information

Cognitive abnormalities in cirrhosis

Cognitive abnormalities in cirrhosis AISF 2015 - Young Investigator Lecture Cognitive abnormalities in cirrhosis Sara Montagnese Disclosures I have received lecture fees from Merz Pharmaceuticals GmbH and Norgine The University of Padova

More information

Normalization of the Psychometric Hepatic Encephalopathy score for Diagnosis of Minimal Hepatic Encephalopathy in Turkey

Normalization of the Psychometric Hepatic Encephalopathy score for Diagnosis of Minimal Hepatic Encephalopathy in Turkey Original Article Normalization of the Psychometric Hepatic Encephalopathy score for Diagnosis of Minimal Hepatic Encephalopathy in Turkey BDO Coskun, M Ozen 1, S Gursoy 2, O Ozbakir 2, OK Poyrazoglu, M

More information

Prevalence of minimal hepatic encephalopathy in cirrhotic patients

Prevalence of minimal hepatic encephalopathy in cirrhotic patients S40 MODULE? Vol. 10 Suppl.2, 2011: S40-S44 Prevalence of minimal hepatic encephalopathy in cirrhotic patients Héctor Jesús Maldonado-Garza,* Genaro Vázquez-Elizondo,* Juan Obed Gaytán-Torres,* Ángel Ricardo

More information

Thank you. for supporting this program. For additional CME offerings, please visit

Thank you. for supporting this program. For additional CME offerings, please visit Thank you for supporting this program For additional CME offerings, please visit www.chronicliverdisease.org Accredited by: Disease Burden Patient Discharges with Cirrhosis* Hospital Discharges Associated

More information

Transjugular intrahepatic portosystemic shunts

Transjugular intrahepatic portosystemic shunts Pre-Transjugular Intrahepatic Portosystemic Shunts (TIPS) Prediction of Post-TIPS Overt Hepatic Encephalopathy: The Critical Flicker Frequency Is More Accurate Than Psychometric Tests Pierre Berlioux,

More information

Mini-Mental State Examination in patients with hepatic encephalopathy and liver cirrhosis: a prospective, quantified electroencephalography study

Mini-Mental State Examination in patients with hepatic encephalopathy and liver cirrhosis: a prospective, quantified electroencephalography study Koziarska et al. BMC Gastroenterology 2013, 13:107 RESEARCH ARTICLE Open Access Mini-Mental State Examination in patients with hepatic encephalopathy and liver cirrhosis: a prospective, quantified electroencephalography

More information

Hepatic Encephalopathy Update: Reports from the 2013 International Liver Conference

Hepatic Encephalopathy Update: Reports from the 2013 International Liver Conference Reports from the 2013 International Liver Conference Credit Designation Purdue University College of Pharmacy designates this enduring material for a maximum of 1.0 AMA PRA Category 1 Credit(s). Physicians

More information

The burden of minimal hepatic encephalopathy: from diagnosis to therapeutic strategies

The burden of minimal hepatic encephalopathy: from diagnosis to therapeutic strategies INVITED REVIEW Annals of Gastroenterology (2018) 31, 1-14 The burden of minimal hepatic encephalopathy: from diagnosis to therapeutic strategies Lorenzo Ridola a, Vincenzo Cardinale a, Oliviero Riggio

More information

NIH Public Access Author Manuscript Aliment Pharmacol Ther. Author manuscript; available in PMC 2014 April 01.

NIH Public Access Author Manuscript Aliment Pharmacol Ther. Author manuscript; available in PMC 2014 April 01. NIH Public Access Author Manuscript Published in final edited form as: Aliment Pharmacol Ther. 2011 April ; 33(7): 739 747. doi:10.1111/j.1365-2036.2011.04590.x. Review article: the design of clinical

More information

The Egyptian Journal of Hospital Medicine (October 2018) Vol. 73 (4), Page

The Egyptian Journal of Hospital Medicine (October 2018) Vol. 73 (4), Page The Egyptian Journal of Hospital Medicine (October 2018) Vol. 73 (4), Page 6541-6554 Diagnosis of Minimal Hepatic Encephalopathy of Cirrhotic Patients Using a Combination of Neuropsychiatric and Neurophysiological

More information

NCT, 14%-31%) 23% (CI

NCT, 14%-31%) 23% (CI Clinical Features and Survivial of Cirrhotic Patients With Subclinical Cognitive Alterations Detected by the Number Connection Test and Computerized Psychometric Tests PIERO AMODIO, FRANCO DEL PICCOLO,

More information

INTERNATIONAL JOURNAL OF INSTITUTIONAL PHARMACY AND LIFE SCIENCES

INTERNATIONAL JOURNAL OF INSTITUTIONAL PHARMACY AND LIFE SCIENCES International Journal of Institutional Pharmacy and Life Sciences 5(5): September-October 2015 INTERNATIONAL JOURNAL OF INSTITUTIONAL PHARMACY AND LIFE SCIENCES Life Sciences Research Article!!! Received:

More information

Minimal and overt hepatic encephalopathy are constituents

Minimal and overt hepatic encephalopathy are constituents GASTROENTEROLOGY 2010;138:2332 2340 Persistence of Cognitive Impairment After Resolution of Overt Hepatic Encephalopathy JASMOHAN S. BAJAJ,*, CHRISTINE M. SCHUBERT, DOUGLAS M. HEUMAN,* JAMES B. WADE, DOUGLAS

More information

Screening for minimal hepatic encephalopathy in patients with cirrhosis by cirrhosis-related symptoms and a history of overt hepatic encephalopathy

Screening for minimal hepatic encephalopathy in patients with cirrhosis by cirrhosis-related symptoms and a history of overt hepatic encephalopathy BIOMEDICAL REPORTS 5: 193-198, 2016 Screening for minimal hepatic encephalopathy in patients with cirrhosis by cirrhosis-related symptoms and a history of overt hepatic encephalopathy EMI YOSHIMURA 1,

More information

Cirrhosis and Portal Hypertension Gastroenterology Teaching Project American Gastroenterological Association

Cirrhosis and Portal Hypertension Gastroenterology Teaching Project American Gastroenterological Association CIRRHOSIS AND PORTAL HYPERTENSION Cirrhosis and Portal Hypertension Gastroenterology Teaching Project American Gastroenterological Association WHAT IS CIRRHOSIS? What is Cirrhosis? DEFINITION OF CIRRHOSIS

More information

Hepatic Encephalopathy Update:

Hepatic Encephalopathy Update: Hepatic Encephalopathy Update: Reports From the American Association for the Study of Liver Diseases Annual Meeting, 2011 Project ID: 11-0014-NL-4 Credit Designation Hepatic encephalopathy (HE) is a largely

More information

Test review. Comprehensive Trail Making Test (CTMT) By Cecil R. Reynolds. Austin, Texas: PRO-ED, Inc., Test description

Test review. Comprehensive Trail Making Test (CTMT) By Cecil R. Reynolds. Austin, Texas: PRO-ED, Inc., Test description Archives of Clinical Neuropsychology 19 (2004) 703 708 Test review Comprehensive Trail Making Test (CTMT) By Cecil R. Reynolds. Austin, Texas: PRO-ED, Inc., 2002 1. Test description The Trail Making Test

More information

The effect of flumazenil on subclinical psychometric or neurophysiological alterations in cirrhotic patients: a double-blind placebo-controlled study

The effect of flumazenil on subclinical psychometric or neurophysiological alterations in cirrhotic patients: a double-blind placebo-controlled study Clinical Physiology (1997) 17, 533 539 The effect of flumazenil on subclinical psychometric or neurophysiological alterations in cirrhotic patients: a double-blind placebo-controlled study P. Amodio, P.

More information

Hepatic Encephalopathy Update: Reports from the 64th Annual Meeting of the American Association for the Study of Liver Diseases

Hepatic Encephalopathy Update: Reports from the 64th Annual Meeting of the American Association for the Study of Liver Diseases Hepatic Encephalopathy Update: Reports from the 64th Annual Meeting of the American Association for the Study of Liver Diseases Credit Designation Purdue University College of Pharmacy designates this

More information

Evaluation of liver and spleen stiffness using a ultrasound guided method: Accuracy of ARFI(R) measurements in liver disease patients

Evaluation of liver and spleen stiffness using a ultrasound guided method: Accuracy of ARFI(R) measurements in liver disease patients Evaluation of liver and spleen stiffness using a ultrasound guided method: Accuracy of ARFI(R) measurements in liver disease patients Poster No.: C-3242 Congress: ECR 2010 Type: Topic: Authors: Keywords:

More information

Fecal Calprotectin in Patients with Hepatic Encephalopathy

Fecal Calprotectin in Patients with Hepatic Encephalopathy 62 Fecal Calprotectin in Patients with Hepatic Encephalopathy Amany Lashin 1, Tamer E. El-Eraky 1, Waleed El-Eraky Al Azab 2, Amira Nour Eldin 3 and Ahmed Abd Almaksoud Amer 4 1 Hepatology, Gastroenterology

More information

AUTOCORRELATION AND CROSS-CORRELARION ANALYSES OF ALPHA WAVES IN RELATION TO SUBJECTIVE PREFERENCE OF A FLICKERING LIGHT

AUTOCORRELATION AND CROSS-CORRELARION ANALYSES OF ALPHA WAVES IN RELATION TO SUBJECTIVE PREFERENCE OF A FLICKERING LIGHT AUTOCORRELATION AND CROSS-CORRELARION ANALYSES OF ALPHA WAVES IN RELATION TO SUBJECTIVE PREFERENCE OF A FLICKERING LIGHT Y. Soeta, S. Uetani, and Y. Ando Graduate School of Science and Technology, Kobe

More information

Clinical efficacy and safety of lactulose for minimal hepatic encephalopathy: a meta-analysis Ming Luo a, Lei Li a, Chen-Zheng Lu b and Wu-Kui Cao c

Clinical efficacy and safety of lactulose for minimal hepatic encephalopathy: a meta-analysis Ming Luo a, Lei Li a, Chen-Zheng Lu b and Wu-Kui Cao c 1250 Original article Clinical efficacy and safety of lactulose for minimal hepatic encephalopathy: a meta-analysis Ming Luo a, Lei Li a, Chen-Zheng Lu b and Wu-Kui Cao c Objective To evaluate the clinical

More information

Electrophysiologic approaches to delirium. Overview

Electrophysiologic approaches to delirium. Overview Electrophysiologic approaches to delirium Alvaro Pascual Leone, MD, PhD Mouhsin Shafi, MD, PhD Overview Overview of the problem and techniques Electrophysiological studies in delirium Electrophysiological

More information

Treatment of Overt Hepatic Encephalopathy: Focus on Outpatient Management

Treatment of Overt Hepatic Encephalopathy: Focus on Outpatient Management Treatment of Overt Hepatic Encephalopathy: Focus on Outpatient Management Program Disclosure This activity has been planned and implemented in accordance with the Essential Areas and Policies of the Accreditation

More information

Approximately 33%-50% of patients with liver cirrhosis

Approximately 33%-50% of patients with liver cirrhosis LIVER FAILURE, CIRRHOSIS AND PORTAL HYPERTENSION Patients With Minimal Hepatic Encephalopathy Show Impaired Mismatch Negativity Correlating With Reduced Performance in Attention Tests Vicente Felipo, 1

More information

Ammonia level at admission predicts in-hospital mortality for patients with alcoholic hepatitis

Ammonia level at admission predicts in-hospital mortality for patients with alcoholic hepatitis Gastroenterology Report, 5(3), 2017, 232 236 doi: 10.1093/gastro/gow010 Advance Access Publication Date: 1 May 2016 Original article ORIGINAL ARTICLE Ammonia level at admission predicts in-hospital mortality

More information

Running head: CPPS REVIEW 1

Running head: CPPS REVIEW 1 Running head: CPPS REVIEW 1 Please use the following citation when referencing this work: McGill, R. J. (2013). Test review: Children s Psychological Processing Scale (CPPS). Journal of Psychoeducational

More information

Effects of Light Stimulus Frequency on Phase Characteristics of Brain Waves

Effects of Light Stimulus Frequency on Phase Characteristics of Brain Waves SICE Annual Conference 27 Sept. 17-2, 27, Kagawa University, Japan Effects of Light Stimulus Frequency on Phase Characteristics of Brain Waves Seiji Nishifuji 1, Kentaro Fujisaki 1 and Shogo Tanaka 1 1

More information

This educational website is funded by a grant from Norgine. Norgine has no responsibility for content or conduct of this website.

This educational website is funded by a grant from Norgine. Norgine has no responsibility for content or conduct of this website. Date of preparation: February 2014. 4C/NIPV/0517 1 This educational website is funded by a grant from Norgine. Norgine has no responsibility for content or conduct of this website. 2 Disclaimer This educational

More information

Program Disclosure. This program is supported by an educational grant from Salix Pharmaceuticals.

Program Disclosure. This program is supported by an educational grant from Salix Pharmaceuticals. Program Disclosure This activity has been planned and implemented in accordance with the Essential Areas and Policies of the Accreditation Council for Continuing Medical Education (ACCME) through the sponsorship

More information

Minimal Hepatic Encephalopathy

Minimal Hepatic Encephalopathy Review articles Crhistian Camilo Gómez D., 1 Juan Carlos Restrepo G., MD 2 1 Medical Student at the University of Antioquia in Medellín, Colombia 2 Unit of Hepatology and Liver Transplant Program of the

More information

GI bleeding in chronic liver disease

GI bleeding in chronic liver disease GI bleeding in chronic liver disease Stuart McPherson Consultant Hepatologist Liver Unit, Freeman Hospital, Newcastle upon Tyne and Institute of Cellular Medicine, Newcastle University. Case 54 year old

More information

Managing Encephalopathy in the Outpatient Setting

Managing Encephalopathy in the Outpatient Setting REVIEW Managing Encephalopathy in the Outpatient Setting Sahaj Rathi, M.D., and Radha K. Dhiman, M.D., D.M., F.A.M.S., F.A.C.G., F.R.C.P., F.A.A.S.L.D. Hepatic encephalopathy (HE) refers to brain dysfunction

More information

Rapidly-administered short forms of the Wechsler Adult Intelligence Scale 3rd edition

Rapidly-administered short forms of the Wechsler Adult Intelligence Scale 3rd edition Archives of Clinical Neuropsychology 22 (2007) 917 924 Abstract Rapidly-administered short forms of the Wechsler Adult Intelligence Scale 3rd edition Alison J. Donnell a, Neil Pliskin a, James Holdnack

More information

SUPPLEMENTARY INFORMATION. Table 1 Patient characteristics Preoperative. language testing

SUPPLEMENTARY INFORMATION. Table 1 Patient characteristics Preoperative. language testing Categorical Speech Representation in the Human Superior Temporal Gyrus Edward F. Chang, Jochem W. Rieger, Keith D. Johnson, Mitchel S. Berger, Nicholas M. Barbaro, Robert T. Knight SUPPLEMENTARY INFORMATION

More information

vember 2009 HEPATIC ENCEPHALOPATHY AND DRIVING ABILITY In view of these uncertainties, in collaboration with the German Federal Highway Research Insti

vember 2009 HEPATIC ENCEPHALOPATHY AND DRIVING ABILITY In view of these uncertainties, in collaboration with the German Federal Highway Research Insti GASTROENTEROLOGY 2009;137:1706 1715 Hepatic Encephalopathy and Fitness to Drive GERALD KIRCHEIS,* ANJA KNOCHE, NORBERT HILGER, FRANK MANHART,* ALFONS SCHNITZLER,储 HORST SCHULZE, and DIETER HÄUSSINGER*

More information

APPENDIX A TASK DEVELOPMENT AND NORMATIVE DATA

APPENDIX A TASK DEVELOPMENT AND NORMATIVE DATA APPENDIX A TASK DEVELOPMENT AND NORMATIVE DATA The normative sample included 641 HIV-1 seronegative gay men drawn from the Multicenter AIDS Cohort Study (MACS). Subjects received a test battery consisting

More information

EEG Analysis on Brain.fm (Focus)

EEG Analysis on Brain.fm (Focus) EEG Analysis on Brain.fm (Focus) Introduction 17 subjects were tested to measure effects of a Brain.fm focus session on cognition. With 4 additional subjects, we recorded EEG data during baseline and while

More information

Evaluation of liver and spleen stiffness using a ultrasound guided method: Accuracy of ARFI(R) measurements in liver disease patients

Evaluation of liver and spleen stiffness using a ultrasound guided method: Accuracy of ARFI(R) measurements in liver disease patients Evaluation of liver and spleen stiffness using a ultrasound guided method: Accuracy of ARFI(R) measurements in liver disease patients Poster No.: C-3242 Congress: ECR 2010 Type: Topic: Authors: Keywords:

More information

The hepatitis C virus (HCV) is the most common cause of

The hepatitis C virus (HCV) is the most common cause of Neuropsychological Impairment in Patients With Chronic Hepatitis C Robin C. Hilsabeck, William Perry, and Tarek I. Hassanein Hepatitis C is the most common cause of chronic liver disease in the United

More information

In-Hospital Mortality and Economic Burden Associated With Hepatic Encephalopathy in the United States From 2005 to 2009

In-Hospital Mortality and Economic Burden Associated With Hepatic Encephalopathy in the United States From 2005 to 2009 CLINICAL GASTROENTEROLOGY AND HEPATOLOGY 2012;10:1034 1041 In-Hospital Mortality and Economic Burden Associated With Hepatic Encephalopathy in the United States From 2005 to 2009 MARIA STEPANOVA, ALITA

More information

Evidence Analysis Library Research Project

Evidence Analysis Library Research Project Evidence Analysis Library Research Project EAL question: What is the evidence to support the use of supplementing BCAA in patients with cirrhosis to 1) prevent further liver damage or improve liver function;

More information

Lecturer: Rob van der Willigen 11/9/08

Lecturer: Rob van der Willigen 11/9/08 Auditory Perception - Detection versus Discrimination - Localization versus Discrimination - Electrophysiological Measurements - Psychophysical Measurements 1 Three Approaches to Researching Audition physiology

More information

DISEASE LEVEL MEDICAL EVIDENCE PROTOCOL

DISEASE LEVEL MEDICAL EVIDENCE PROTOCOL DISEASE LEVEL MEDICAL EVIDENCE PROTOCOL 1. This Protocol sets out the medical evidence that must be delivered to the Administrator for proof of Disease Level. It is subject to such further and other Protocols

More information

Supplementary Material for

Supplementary Material for Supplementary Material for Selective neuronal lapses precede human cognitive lapses following sleep deprivation Supplementary Table 1. Data acquisition details Session Patient Brain regions monitored Time

More information

We are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists. International authors and editors

We are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists. International authors and editors We are IntechOpen, the world s leading publisher of Open Access books Built by scientists, for scientists 4,100 116,000 120M Open access books available International authors and editors Downloads Our

More information

Neural Strategies for Selective Attention Distinguish Fast-Action Video Game Players

Neural Strategies for Selective Attention Distinguish Fast-Action Video Game Players Neural Strategies for Selective Attention Distinguish Fast-Action Video Game Players - Online First - Springer 7/6/1 1:4 PM Neural Strategies for Selective Attention Distinguish Fast-Action Video Game

More information

DISCLOSURES. This activity is jointly provided by Northwest Portland Area Indian Health Board and Cardea

DISCLOSURES. This activity is jointly provided by Northwest Portland Area Indian Health Board and Cardea DISCLOSURES This activity is jointly provided by Northwest Portland Area Indian Health Board and Cardea Cardea Services is approved as a provider of continuing nursing education by Montana Nurses Association,

More information

Supplemental Information: Task-specific transfer of perceptual learning across sensory modalities

Supplemental Information: Task-specific transfer of perceptual learning across sensory modalities Supplemental Information: Task-specific transfer of perceptual learning across sensory modalities David P. McGovern, Andrew T. Astle, Sarah L. Clavin and Fiona N. Newell Figure S1: Group-averaged learning

More information

CHAPTER VI RESEARCH METHODOLOGY

CHAPTER VI RESEARCH METHODOLOGY CHAPTER VI RESEARCH METHODOLOGY 6.1 Research Design Research is an organized, systematic, data based, critical, objective, scientific inquiry or investigation into a specific problem, undertaken with the

More information

Color vision deficiency in retinitis pigmentosa

Color vision deficiency in retinitis pigmentosa International Congress Series 1282 (25) 684 688 www.ics-elsevier.com Color vision deficiency in retinitis pigmentosa Rokiah Omar a, *, Stephan Dain b, Peter Herse b a Department of Optometry, Faculty of

More information

Diagnosis and Management of Hepatic Encephalopathy

Diagnosis and Management of Hepatic Encephalopathy Hepatitis C Online PDF created October 31, 2018, 2:02 pm Diagnosis and Management of Hepatic Encephalopathy This is a PDF version of the following document: Section 3: Management of Cirrhosis-Related Complications

More information

Minimal hepatic encephalopathy: diagnosis, clinical significance and recommendations

Minimal hepatic encephalopathy: diagnosis, clinical significance and recommendations Journal of Hepatology 42 (2005) S45 S53 www.elsevier.com/locate/jhep Minimal hepatic encephalopathy: diagnosis, clinical significance and recommendations María Ortiz 1, Carlos Jacas 2, Juan Córdoba 1,

More information

Up to 70% of individuals with cirrhosis (regardless of

Up to 70% of individuals with cirrhosis (regardless of SCIENTIFIC INVESTIGATIONS Objectives: This study was conducted to assess the ill-defined relationship between sleep quality and multiple, specific domains of cognitive function in patients with cirrhosis.

More information

alternate-form reliability The degree to which two or more versions of the same test correlate with one another. In clinical studies in which a given function is going to be tested more than once over

More information

Figure 1. Source localization results for the No Go N2 component. (a) Dipole modeling

Figure 1. Source localization results for the No Go N2 component. (a) Dipole modeling Supplementary materials 1 Figure 1. Source localization results for the No Go N2 component. (a) Dipole modeling analyses placed the source of the No Go N2 component in the dorsal ACC, near the ACC source

More information

RESTING STATE CORTICAL ELECTROENCEPHALOGRAPHIC RHYTHMS IN COVERT HEPATIC ENCEPHALOPATHY AND ALZHEIMER S DISEASE

RESTING STATE CORTICAL ELECTROENCEPHALOGRAPHIC RHYTHMS IN COVERT HEPATIC ENCEPHALOPATHY AND ALZHEIMER S DISEASE RESTING STATE CORTICAL ELECTROENCEPHALOGRAPHIC RHYTHMS IN COVERT HEPATIC ENCEPHALOPATHY AND ALZHEIMER S DISEASE Claudio Babiloni 1,2, Fabrizio Vecchio 3, Claudio Del Percio 4, Sara Montagnese 5, Sami Schiff

More information

REHEARSAL PROCESSES IN WORKING MEMORY AND SYNCHRONIZATION OF BRAIN AREAS

REHEARSAL PROCESSES IN WORKING MEMORY AND SYNCHRONIZATION OF BRAIN AREAS REHEARSAL PROCESSES IN WORKING MEMORY AND SYNCHRONIZATION OF BRAIN AREAS Franziska Kopp* #, Erich Schröger* and Sigrid Lipka # *University of Leipzig, Institute of General Psychology # University of Leipzig,

More information

Neurotechnology for Special Needs Children

Neurotechnology for Special Needs Children ISSN 4-956 (Print) ISSN -849 (Online) Sep Dec 5 Neurotechnology for Special Needs Children Norsiah Fauzan Faculty of Cognitive Science and Human Development, Universiti Malaysia Sarawak Abstract This paper

More information

Managing Encephalopathy in the Outpatient Setting

Managing Encephalopathy in the Outpatient Setting Tarana Gupta et al MINI REVIEW 10.5005/jp-journals-10018-1211 1 Tarana Gupta, 2 Sahaj Rathi, 2 Radha K Dhiman 1 Department of Medicine, Pandit Bhagwat Dayal Sharma Post Graduate Institute of Medical Sciences,

More information

Technical Specifications

Technical Specifications Technical Specifications In order to provide summary information across a set of exercises, all tests must employ some form of scoring models. The most familiar of these scoring models is the one typically

More information

King Abdul-Aziz University Hospital (KAUH) is a tertiary

King Abdul-Aziz University Hospital (KAUH) is a tertiary Modelling Factors Causing Mortality in Oesophageal Varices Patients in King Abdul Aziz University Hospital Sami Bahlas Abstract Objectives: The objective of this study is to reach a model defining factors

More information

MENTAL WORKLOAD AS A FUNCTION OF TRAFFIC DENSITY: COMPARISON OF PHYSIOLOGICAL, BEHAVIORAL, AND SUBJECTIVE INDICES

MENTAL WORKLOAD AS A FUNCTION OF TRAFFIC DENSITY: COMPARISON OF PHYSIOLOGICAL, BEHAVIORAL, AND SUBJECTIVE INDICES MENTAL WORKLOAD AS A FUNCTION OF TRAFFIC DENSITY: COMPARISON OF PHYSIOLOGICAL, BEHAVIORAL, AND SUBJECTIVE INDICES Carryl L. Baldwin and Joseph T. Coyne Department of Psychology Old Dominion University

More information

Lecturer: Rob van der Willigen 11/9/08

Lecturer: Rob van der Willigen 11/9/08 Auditory Perception - Detection versus Discrimination - Localization versus Discrimination - - Electrophysiological Measurements Psychophysical Measurements Three Approaches to Researching Audition physiology

More information

European. Young Hepatologists Workshop. Organized by : Quantification of fibrosis and cirrhosis outcomes

European. Young Hepatologists Workshop. Organized by : Quantification of fibrosis and cirrhosis outcomes supported by from Gilea Quantification of fibrosis and cirrhosis outcomes th 5 European 5 European Young Hepatologists Workshop Young Hepatologists Workshop August, 27-29. 2015, Moulin de Vernègues Vincenza

More information

Prevalence of minimal hepatic encephalopathy and quality of life evaluations in hospitalized cirrhotic patients in China

Prevalence of minimal hepatic encephalopathy and quality of life evaluations in hospitalized cirrhotic patients in China Online Submissions: http://www.wjgnet.com/esps/ wjg@wjgnet.com doi:10.3748/wjg.v19.i30.4984 World J Gastroenterol 2013 August 14; 19(30): 4984-4991 ISSN 1007-9327 (print) ISSN 2219-2840 (online) 2013 Baishideng.

More information

Hepatic encephalopathy (HE) is a serious and frequent complication

Hepatic encephalopathy (HE) is a serious and frequent complication Published December 11, 2014 as 10.3174/ajnr.A4146 ORIGINAL RESEARCH BRAIN Identification of Minimal Hepatic Encephalopathy in Patients with Cirrhosis Based on White Matter Imaging and Bayesian Data Mining

More information

LIVER CIRRHOSIS. The liver extracts nutrients from the blood and processes them for later use.

LIVER CIRRHOSIS. The liver extracts nutrients from the blood and processes them for later use. LIVER CIRRHOSIS William Sanchez, M.D. & Jayant A. Talwalkar, M.D., M.P.H. Advanced Liver Disease Study Group Miles and Shirley Fiterman Center for Digestive Diseases Mayo College of Medicine Rochester,

More information

Nutrition Management of End- Stage Liver Failure

Nutrition Management of End- Stage Liver Failure Nutrition Management of End- Stage Liver Failure Krystel Ouaijan, RDN, MSc Nutrition Support Dietitian in Saint George Hospital UMC PhD in University of Geneva Just few questions https://www.mentimeter.com/s/c1c1be18dc2

More information

An Overview of BMIs. Luca Rossini. Workshop on Brain Machine Interfaces for Space Applications

An Overview of BMIs. Luca Rossini. Workshop on Brain Machine Interfaces for Space Applications An Overview of BMIs Luca Rossini Workshop on Brain Machine Interfaces for Space Applications European Space Research and Technology Centre, European Space Agency Noordvijk, 30 th November 2009 Definition

More information

Power-Based Connectivity. JL Sanguinetti

Power-Based Connectivity. JL Sanguinetti Power-Based Connectivity JL Sanguinetti Power-based connectivity Correlating time-frequency power between two electrodes across time or over trials Gives you flexibility for analysis: Test specific hypotheses

More information

Attemo: An Objective Measure of Attention and Motion Control Pearson Clinical Assessment. Attemo Overview

Attemo: An Objective Measure of Attention and Motion Control Pearson Clinical Assessment. Attemo Overview Attēmo An Objective Measure of Attention & Motion Control Presenters: Peter C. Entwistle, Ph.D. HSPP Senior Educational Consultant Anne-Marie Kimbell, Ph.D. MSEd. Senior Educational Consultant Agenda Assessment

More information

ER75 Electro-Acoustic Ear Simulator. Operating Manual

ER75 Electro-Acoustic Ear Simulator. Operating Manual ER75 Electro-Acoustic Ear Simulator Operating Manual ABOUT THIS MANUAL READ THIS OPERATING MANUAL BEFORE ATTEMPTING TO USE THE INSTRUMENT. Amplivox Ltd. 6 Oasis Park, Eynsham Oxfordshire, OX29 4TP United

More information

Minimal Hepatic Encephalopathy in Cirrhosis- How Long to Treat?

Minimal Hepatic Encephalopathy in Cirrhosis- How Long to Treat? Minimal hepatic encephalopathy in cirrhosis., 2017; 16 (1): 115-122 ORIGINAL ARTICLE January-February, Vol. 16 No. 1, 2017: 115-122 115 The Official Journal of the Mexican Association of Hepatology, the

More information

STATISTICS AND RESEARCH DESIGN

STATISTICS AND RESEARCH DESIGN Statistics 1 STATISTICS AND RESEARCH DESIGN These are subjects that are frequently confused. Both subjects often evoke student anxiety and avoidance. To further complicate matters, both areas appear have

More information

ORIGINAL ARTICLE. Jun Zheng 1, Rong-chun Xing 1, Wei-hong Zheng 2, Wei Liu 1, Ru-cheng Yao 1, Xiao-song Li 1, Jian-ping Du 1, Lin Li 1.

ORIGINAL ARTICLE. Jun Zheng 1, Rong-chun Xing 1, Wei-hong Zheng 2, Wei Liu 1, Ru-cheng Yao 1, Xiao-song Li 1, Jian-ping Du 1, Lin Li 1. JBUON 2017; 22(3): 709-713 ISSN: 1107-0625, online ISSN: 2241-6293 www.jbuon.com E-mail: editorial_office@jbuon.com ORIGINAL ARTICLE A comparative study on postoperative mortality prediction of SFLI scoring

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION doi:10.1038/nature11239 Introduction The first Supplementary Figure shows additional regions of fmri activation evoked by the task. The second, sixth, and eighth shows an alternative way of analyzing reaction

More information

Causes of Liver Disease in US

Causes of Liver Disease in US Learning Objectives Updates in Outpatient Cirrhosis Management Jennifer Guy, MD MAS Director, Liver Cancer Program California Pacific Medical Center guyj@sutterhealth.org Review cirrhosis epidemiology,

More information

JMSCR Vol 05 Issue 11 Page November 2017

JMSCR Vol 05 Issue 11 Page November 2017 www.jmscr.igmpublication.org Impact Factor 5.84 Index Copernicus Value: 71.58 ISSN (e)-2347-176x ISSN (p) 2455-0450 DOI: https://dx.doi.org/10.18535/jmscr/v5i11.33 Prevalence of Hyponatremia among patients

More information

Clinically Available Optical Topography System

Clinically Available Optical Topography System Clinically Available Optical Topography System Clinically Available Optical Topography System 18 Fumio Kawaguchi Noriyoshi Ichikawa Noriyuki Fujiwara Yûichi Yamashita Shingo Kawasaki OVERVIEW: Progress

More information

J of Evolution of Med and Dent Sci/ eissn , pissn / Vol. 4/ Issue 66/ Aug 17, 2015 Page 11478

J of Evolution of Med and Dent Sci/ eissn , pissn / Vol. 4/ Issue 66/ Aug 17, 2015 Page 11478 A STUDY OF THE CLINICAL PROFILE OF CIRRHOSIS OF LIVER AND ANALYSIS OF PRECIPITATING FACTORS IN HEPATIC ENCEPHALOPATHY Sai Lakshmi Bharathi 1, Vengadakrishnan K 2, Rajkumar M 3 HOW TO CITE THIS ARTICLE:

More information

LEDYARD R TUCKER AND CHARLES LEWIS

LEDYARD R TUCKER AND CHARLES LEWIS PSYCHOMETRIKA--VOL. ~ NO. 1 MARCH, 1973 A RELIABILITY COEFFICIENT FOR MAXIMUM LIKELIHOOD FACTOR ANALYSIS* LEDYARD R TUCKER AND CHARLES LEWIS UNIVERSITY OF ILLINOIS Maximum likelihood factor analysis provides

More information

Clinical and genetic Rett syndrome variants are defined by stable electrophysiological profiles

Clinical and genetic Rett syndrome variants are defined by stable electrophysiological profiles Keogh et al. BMC Pediatrics (2018) 18:333 https://doi.org/10.1186/s12887-018-1304-7 RESEARCH ARTICLE Clinical and genetic Rett syndrome variants are defined by stable electrophysiological profiles Open

More information

Introduction to Neurofeedback. Penny Papanikolopoulos

Introduction to Neurofeedback. Penny Papanikolopoulos Introduction to Neurofeedback Penny Papanikolopoulos Our World is.. The Marvelous World of the Brain Senses, Perception, Cognitions, Images, Emotions, Executive functions etc. Are all regulated by the

More information

Transient elastography in chronic viral liver diseases

Transient elastography in chronic viral liver diseases 4 th AISF POST-MEETING COURSE Roma, 26 Febbraio 2011 Transient elastography in chronic viral liver diseases CRISTINA RIGAMONTI, M.D., Ph.D. Transient elastography (TE): a rapid, non-invasive technique

More information

Non-Invasive Testing for Liver Fibrosis

Non-Invasive Testing for Liver Fibrosis NORTHWEST AIDS EDUCATION AND TRAINING CENTER Non-Invasive Testing for Liver Fibrosis John Scott, MD, MSc Associate Professor, University of Washington Associate Clinic Director, Hep/Liver Clinic, Harborview

More information

The Role of Feedback in Categorisation

The Role of Feedback in Categorisation The Role of in Categorisation Mark Suret (m.suret@psychol.cam.ac.uk) Department of Experimental Psychology; Downing Street Cambridge, CB2 3EB UK I.P.L. McLaren (iplm2@cus.cam.ac.uk) Department of Experimental

More information