Artificial neural networks in diagnosis of liver diseases

Liver diseases have severe patients’ consequences, being one of the main causes of premature death. These facts reveal the centrality of one`s daily habits, and how important it is the early diagnosis of these kind of illnesses, not only to the patients themselves, but also to the society in general. Therefore, this work will focus on the development of a diagnosis support system to these kind of maladies, built under a formal framework based on Logic Programming, in terms of its knowledge representation and reasoning procedures, complemented with an approach to computing grounded on Artificial Neural Networks.

Les hépatopathies auto-immunes et leurs traitements [Auto-immune liver diseases and their treatment]

There are three main types of auto-immune liver disease, auto-immune hepatitis, primary biliary cirrhosis and primary sclerosing cholangitis. In the case of auto-immune hepatitis, prednisone therapy, with or without azathioprine, can improve quality of life and halt progression to cirrhosis. If there is no response or if the therapy is poorly tolerated, mycophenolate mofetil or cyclosporin should be considered. Ursodeoxycholic acid (UDCA), at a dosage of 13 to 15 mg/kg/day slows the progression of fibrosis in patients with primary biliary cirrhosis. Pruritus may be treated with cholestyramine, rifampicin or opiate antagonists. Ursodeoxycholic acid at a dosage of 20 to 30 mg/kg/day will slow the evolution of fibrosis.

Alveolar echinococcosis: from a deadly disease to a well-controlled infection. Relative survival and economic analysis in Switzerland over the last 35 years.

BACKGROUND/AIMS: Alveolar echinococcosis (AE) is a serious liver disease. The aim of this study was to explore the long-term prognosis of AE patients, the burden of this disease in Switzerland and the cost-effectiveness of treatment. METHODS: Relative survival analysis was undertaken using a national database with 329 patient records. 155 representative cases had sufficient details regarding treatment costs and patient outcome to estimate the financial implications and treatment costs of AE. RESULTS: For an average 54-year-old patient diagnosed with AE in 1970 the life expectancy was estimated to be reduced by 18.2 and 21.3 years for men and women, respectively. By 2005 this was reduced to approximately 3.5 and 2.6 years, respectively. Patients undergoing radical surgery had a better outcome, whereas the older patients had a poorer prognosis than the younger patients. Costs amount to approximately Euro108,762 per patient. Assuming the improved life expectancy of AE patients is due to modern treatment the cost per disability-adjusted life years (DALY) saved is approximately Euro6,032. CONCLUSIONS: Current treatments have substantially improved the prognosis of AE patients compared to the 1970s. The cost per DALY saved is low compared to the average national annual income. Hence, AE treatment is highly cost-effective in Switzerland.

Comparison of quantiferon-TB gold with tuberculin skin test for detecting latent tuberculosis infection prior to liver transplantation.

Screening for latent tuberculosis infection (LTBI) is recommended prior to organ transplantation. The Quantiferon-TB Gold assay (QFT-G) may be more accurate than the tuberculin skin test (TST) in the detection of LTBI. We prospectively compared the results of QFT-G to TST in patients with chronic liver disease awaiting transplantation. Patients were screened for LTBI with both the QFT-G test and a TST. Concordance between test results and predictors of a discordant result were determined. Of the 153 evaluable patients, 37 (24.2%) had a positive TST and 34 (22.2%) had a positive QFT-G. Overall agreement between tests was 85.1% (kappa= 0.60, p < 0.0001). Discordant test results were seen in 12 TST positive/QFT-G negative patients and in 9 TST negative/QFT-G positive patients. Prior BCG vaccination was not associated with discordant test results. Twelve patients (7.8%), all with a negative TST, had an indeterminate result of the QFT-G and this was more likely in patients with a low lymphocyte count (p = 0.01) and a high MELD score (p = 0.001). In patients awaiting liver transplantation, both the TST and QFT-G were comparable for the diagnosis of LTBI with reasonable concordance between tests. Indeterminate QFT-G result was more likely in those with more advanced liver disease.

Hépatopathies gravidiques [Pregnancy-associated liver diseases]

Les hépatopathies sont rares au cours de la grossesse, mais peuvent avoir des conséquences dramatiques pour la mère et l'enfant si elles ne sont pas diagnostiquées à temps. On différencie principalement les hépatopathies spécifiquement secondaires à la grossesse des intercurrentes. Parmi les premières, on peut citer les manifestations hépatiques de l'hyperemesis gravidarum, la cholestase intrahépatique gravidique, les atteintes hépatiques lors d'une (pré-)éclampsie, y compris le syndrome HELLP, et la stéatose hépatique aiguë gravidique. Le diagnostic différentiel est basé sur l'anamnèse (stade de la grossesse), la clinique, quelques examens de laboratoire et l'échographie comme imagerie de première intention. Le traitement d'une cholestase intrahépatique gravidique par acide ursodésoxycholique améliore le prurit et les tests hépatiques maternels. Une surveillance rapprochée de la grossesse reste cependant indispensable. Lors d'un syndrome HELLP ou d'une stéatose hépatique aiguë gravidique, il faut procéder à l'accouchement le plus vite possible. Toutes les hépatopathies déjà connues nécessitent un suivi strict durant la grossesse. While liver diseases are a rare occurrence in pregnancy, they may have dramatic implications for mother and child if not detected in good time. A distinction is drawn between pregnancy-specific liver diseases and intercurrent liver diseases during pregnancy. The former include hepatic manifestations of hyperemesis gravidarum, intrahepatic cholestasis of pregnancy, hepatic involvement in preeclampsia or eclampsia, including the HELLP syndrome, and acute fatty liver of pregnancy. Differential diagnosis of pregnancy-associated liver disorders is based on history (stage of pregnancy), clinical findings, a few laboratory tests and ultrasound as the primary imaging technique. Treatment of intrahepatic cholestasis of pregnancy with ursodeoxycholic acid improves pruritus and maternal liver tests. Close monitoring of pregnancy remains however indispensable. In HELLP syndrome and acute fatty liver of pregnancy the aim should be rapid delivery. Preexisting liver diseases require intensified monitoring during pregnancy.

Schwangerschaftsassoziierte Lebererkrankungen [Pregnancy-associated liver diseases]

Lebererkrankungen treten in der Schwangerschaft selten auf, können jedoch für Mutter und Kind dramatische Folgen haben, wenn sie nicht rechtzeitig erkannt werden. Prinzipiell unterscheidet man schwangerschaftsspezifische Lebererkrankungen von interkurrierenden Lebererkrankungen während der Schwangerschaft. Zu ersteren gehören die hepatischen Manifestationen der Hyperemesis gravidarum, die intrahepatische Schwangerschaftscholestase, die Leberbeteiligung bei Präeklampsie bzw. Eklampsie inkl. HELLP-Syndrom und die akute Schwangerschaftsfettleber. Die Differentialdiagnose schwangerschaftsassoziierter Lebererkrankungen basiert auf der Anamnese (Stadium der Schwangerschaft), der Klinik, wenigen Laboruntersuchungen und einer Ultrasonographie als primärem bildgebendem Verfahren. Die Behandlung der intrahepatischen Schwangerschaftscholestase mit Ursodeoxycholsäure verbessert den Pruritus und die mütterlichen Leberwerte. Eine engmaschige Überwachung der Schwangerschaft bleibt jedoch unabdingbar. Beim HELLP-Syndrom und der akuten Schwangerschaftsfettleber ist die rasche Entbindung anzustreben. Vorbestehende Lebererkrankungen bedürfen in der Schwangerschaft einer intensivierten Kontrolle. While liver diseases are a rare occurrence in pregnancy, they may have dramatic implications for mother and child if not detected in good time. A distinction is drawn between pregnancy-specific liver diseases and intercurrent liver diseases during pregnancy. The former include hepatic manifestations of hyperemesis gravidarum, intrahepatic cholestasis of pregnancy, hepatic involvement in preeclampsia or eclampsia, including the HELLP syndrome, and acute fatty liver of pregnancy. Differential diagnosis of pregnancy-associated liver disorders is based on history (stage of pregnancy), clinical findings, a few laboratory tests and ultrasound as the primary imaging technique. Treatment of intrahepatic cholestasis of pregnancy with ursodeoxycholic acid improves pruritus and maternal liver tests. Close monitoring of pregnancy remains however indispensable. In HELLP syndrome and acute fatty liver of pregnancy the aim should be rapid delivery. Preexisting liver diseases require intensified monitoring during pregnancy.

Epidemiology of fungal infections in liver transplant recipients: a six-year study of a large Brazilian liver transplantation centre

Liver transplant seems to be an effective option to prolong survival in patients with end-stage liver disease, although it still can be followed by serious complications. Invasive fungal infections (ifi) are related to high rates of morbidity and mortality. The epidemiology of fungal infections in Brazilian liver transplant recipients is unknown. The aim of this observational and retrospective study was to determine the incidence and epidemiology of fungal infections in all patients who underwent liver transplantation at Albert Einstein Israeli Hospital between 2002-2007. A total of 596 liver transplants were performed in 540 patients. Overall, 77 fungal infections occurred in 68 (13%) patients. Among the 77 fungal infections, there were 40 IFI that occurred in 37 patients (7%). Candida and Aspergillus species were the most common etiologic agents. Candida species accounted for 82% of all fungal infections and for 67% of all IFI, while Aspergillus species accounted for 9% of all fungal infections and for 17% of all IFI. Non-albicans Candida species were the predominant Candida isolates. Invasive aspergillosis tended to occur earlier in the post-transplant period. These findings can contribute to improve antifungal prophylaxis and therapy practices in Brazilian centres.

Cynomolgus monkeys (Macaca fascicularis) experimentally infected with B19V and hepatitis A virus: no evidence of the co-infection as a cause of acute liver failure

This study was conducted to analyse the course and the outcome of the liver disease in the co-infected animals in order to evaluate a possible synergic effect of human parvovirus B19 (B19V) and hepatitis A virus (HAV) co-infection. Nine adult cynomolgus monkeys were inoculated with serum obtained from a fatal case of B19V infection and/or a faecal suspension of acute HAV. The presence of specific antibodies to HAV and B19V, liver enzyme levels, viraemia, haematological changes, and necroinflammatory liver lesions were used for monitoring the infections. Seroconversion was confirmed in all infected groups. A similar pattern of B19V infection to human disease was observed, which was characterised by high and persistent viraemia in association with reticulocytopenia and mild to moderate anaemia during the period of investigation (59 days). Additionally, the intranuclear inclusion bodies were observed in pro-erythroblast cell from an infected cynomolgus and B19V Ag in hepatocytes. The erythroid hypoplasia and decrease in lymphocyte counts were more evident in the co-infected group. The present results demonstrated, for the first time, the susceptibility of cynomolgus to B19V infection, but it did not show a worsening of liver histopathology in the co-infected group.

Management of hepatitis B virus infection after liver transplantation.

Chronic hepatitis B virus (HBV) infection is responsible for up to 30% of cases of liver cirrhosis and up to 53% of cases of hepatocellular carcinoma. Liver transplantation (LT) is the best therapeutic option for patients with end-stage liver failure caused by HBV. The success of transplantation, though, depends on receiving prophylactic treatment against post-transplant viral reactivation. In the absence of prophylaxis, liver transplantation due to chronic hepatitis B (CHB) is associated with high rates of viral recurrence and poor survival. The introduction of treatment with hepatitis B immunoglobulins (HBIG) during the 1990s and later the incorporation of oral antiviral drugs have improved the prognosis of these patients. Thus, LT for CHB is now a universally accepted option, with an estimated 5 years survival of around 85% vs the 45% survival seen prior to the introduction of HBIG. The combination of lamivudine plus HBIG has for many years been the most widely used prophylactic regimen. However, with the appearance of new more potent oral antiviral agents associated with less resistance (e.g., entecavir and tenofovir) for the treatment of CHB, new prophylactic strategies are being designed, either in combination with HBIG or alone as a monotherapy. These advances have allowed for more personalized prophylaxis based on the individual risk profile of a given patient. In addition, the small pool of donors has required the use of anti-HBc-positive donors (with the resulting possibility of transmitting HBV from these organs), which has been made possible by suitable prophylactic regimens.

Liver, Gastrointestinal, and Cardiac Toxicity in Intermediate Hepatocellular Carcinoma Treated With PRECISION TACE With Drug-Eluting Beads: Results From the PRECISION V Randomized Trial.

OBJECTIVE. The purpose of our study was to evaluate hepatic, gastrointestinal, and cardiac toxicity after PRECISION transarterial chemoembolization (TACE) with drug-eluting beads (DEB) versus conventional TACE with doxorubicin in the treatment of intermediate-stage hepatocellular carcinoma (HCC).SUBJECTS AND METHODS. Two hundred twelve patients (185 men and 27 women; mean age, 67 years) were randomized to TACE with DEB or conventional TACE. The majority of patients (67% in both groups) presented in a more advanced stage. Safety was measured by rate of adverse events (Southwest Oncology Group criteria) and changes in laboratory parameters. Cardiotoxicity was assessed with left ventricular ejection fraction (LVEF) mainly on MRI or echocardiography.RESULTS. The mean maximum postchemoembolization alanine transaminase increase in the DEB group was 50% less than in the conventional TACE group (p < 0.001) and 41% less in respect to aspartate transaminase (p < 0.001). End-of-study values returned to approximately baseline levels but with greater variability in conventional TACE patients. Treatment-emergent adverse events in the hepatobiliary system organ class occurred in 16.1% of DEB group patients compared with 25% of conventional TACE patients. There were fewer liver toxicity events in the DEB group. There was a small but statistically significant difference in mean change from baseline in LVEF between the two groups of 4 percentage points for the conventional TACE group (95% CI, 0.71-7.3; p = 0.018).CONCLUSION. PRECISION TACE with DEB loaded with doxorubicin offers a safe therapy option for intermediate-stage HCC, even in patients with more advanced liver disease.

Detection of fat embolism in cases with postmortem angiography (PMA) - Preliminary results

Introduction: Pulmonary fat embolism (PFE) can be a cause of death in cases with trauma, during orthopedic surgery and also in non-traumatic conditions, such as burns, pancreatitis, fatty liver or sickle cell disease. As PMA becomes more widespread, it is important to determine how it affects the diagnosis of PFE. Aims: The aim of this study was to determine if the oily contrast liquid used in PMA induces artefactual PFE, if such artefacts differ from original PFE and if PFE can be detected and graded before PMA. Material and methods: Cases of adults without signs of postmortem change and for which an autopsy with angiography was performed were selected for this study. Pulmonary biopsies of each lung were taken before and after the angiography as were fragments of each lung with a twin-edged knife during the autopsy. The samples were examined under the microscope without fixation or staining and after an Oil-Red O staining. PFE was graded according to Falci et al. Results: Non-artefactual (original) PFE was diagnosed in 4 cases on pre-PMA biopsies. As expected, structures with the aspect of PFE were present in all cases after angiography. The microscopical aspect of original and PMA induced PFE was identical. Grading of the PFE according to Falci et al. was depending on the quality of the biopsies. Conclusions: PMA with oily contrast induces artefactual PFE that cannot be visually differentiated from original PFE. Original PFE can however be diagnosed with pre-angiography biopsies. In order to assure the diagnosis and correct grading of PFE, the quality of the biopsy should be checked before PMA with oily contrast.

Parametric imaging for characterizing focal liver lesions in contrast-enhanced ultrasound.

The differentiation between benign and malignant focal liver lesions plays an important role in diagnosis of liver disease and therapeutic planning of local or general disease. This differentiation, based on characterization, relies on the observation of the dynamic vascular patterns (DVP) of lesions with respect to adjacent parenchyma, and may be assessed during contrast-enhanced ultrasound imaging after a bolus injection. For instance, hemangiomas (i.e., benign lesions) exhibit hyper-enhanced signatures over time, whereas metastases (i.e., malignant lesions) frequently present hyperenhanced foci during the arterial phase and always become hypo-enhanced afterwards. The objective of this work was to develop a new parametric imaging technique, aimed at mapping the DVP signatures into a single image called a DVP parametric image, conceived as a diagnostic aid tool for characterizing lesion types. The methodology consisted in processing a time sequence of images (DICOM video data) using four consecutive steps: (1) pre-processing combining image motion correction and linearization to derive an echo-power signal, in each pixel, proportional to local contrast agent concentration over time; (2) signal modeling, by means of a curve-fitting optimization, to compute a difference signal in each pixel, as the subtraction of adjacent parenchyma kinetic from the echopower signal; (3) classification of difference signals; and (4) parametric image rendering to represent classified pixels as a support for diagnosis. DVP parametric imaging was the object of a clinical assessment on a total of 146 lesions, imaged using different medical ultrasound systems. The resulting sensitivity and specificity were 97% and 91%, respectively, which compare favorably with scores of 81 to 95% and 80 to 95% reported in medical literature for sensitivity and specificity, respectively.

Role of hepatitis C virus genotype 3 in liver fibrosis progression: a systematic review and meta-analysis.

The progression of liver fibrosis in chronic hepatitis C has long been considered to be independent from viral genotypes. However, recent studies suggest an association between Hepatitis C virus (HCV) genotype 3 and accelerated liver disease progression. We completed a systematic review and meta-analysis of studies evaluating the association between HCV genotypes and fibrosis progression. PubMed, Embase and ISI Web of Knowledge databases were searched for cohort, cross-sectional and case-control studies on treatment-naïve HCV-infected adults in which liver fibrosis progression rate (FPR) was assessed by the ratio of fibrosis stage in one single biopsy to the duration of infection (single-biopsy studies) or from the change in fibrosis stage between two biopsies (paired biopsies studies). A random effect model was used to derive FPR among different HCV genotypes. Eight single-biopsy studies (3182 patients, mean/median duration of infection ranging from 9 to 21 years) and eight paired biopsies studies (mean interval between biopsies 2-12 years) met the selection criteria. The odds ratio for the association of genotype 3 with accelerated fibrosis progression was 1.52 (95% CI 1.12-2.07, P = 0.007) in single-biopsy studies and 1.37 (95% CI 0.87-2.17, P = 0.17) in paired biopsy studies. In conclusion, viral genotype 3 was associated with faster fibrosis progression in single-biopsy studies. This observation may have important consequences on the clinical management of genotype 3-infected patients. The association was not significant in paired biopsies studies, although the latter may be limited by important indication bias, short observation time and small sample size.

Chronic hepatitis B reactivation following infliximab therapy in Crohn's disease patients: need for primary prophylaxis.

Background: There is little information about the effect of infliximab on the clinical course of liver disease in Crohn's disease patients with concomitant hepatitis B virus (HBV) infection. Theoretically, immunosuppression induced by infliximab will facilitate viral replication which could be followed by a flare or exacerbation of disease when therapy is discontinued. There are no specific recommendations on surveillance and treatment of HBV before infliximab infusion. Two cases of severe hepatic failure related to infliximab infusions have been described in patients with rheumatic diseases. Patients and methods: Hepatitis markers (C and B) and liver function tests were prospectively determined to 80 Crohn's disease patients requiring infliximab infusion in three hospitals in Spain. Results: Three Crohn¿s disease patients with chronic HBV infection were identified. Two of the three patients with chronic HBV infection suffered severe reactivation of chronic hepatitis B after withdrawal of infliximab therapy and one died. A third patient, who was treated with lamivudine at the time of infliximab therapy, had no clinical or biochemical worsening of liver disease during or after therapy. From the remaining 80 patients, six received the hepatitis B vaccine. Three patients had antibodies to both hepatitis B surface antigen (anti-HBs) and hepatitis B core protein (anti-HBc) with normal aminotransferase levels, and one patient had positive anti-hepatitis C virus (HCV) antibodies, negative HCV RNA, and normal aminotransferase levels. Except for the patients with chronic HBV infection, no significant changes in hepatic function were detected. Conclusions: Patients with Crohn's disease who are candidates for infliximab therapy should be tested for hepatitis B serological markers before treatment and considered for prophylaxis of reactivation using antiviral therapy if positive.

Transplantation hépatique : introduction en Suisse d'un nouveau système d'allocation des organes [Liver transplantation: new organ allocation system in Switzerland]

This article describes the new organ allocation system for liver transplantation introduced in Switzerland on July 1, 2007. In its newly adopted transplantation law, Switzerland chose the MELD score (Model for end-stage liver disease), based on three laboratory values: total bilirubin, serum creatinine and INR. Advantages and limitations of the MELD score are discussed. Finally the West Switzerland joint liver transplantation program is briefly introduced. Cet article décrit le nouveau système d'allocation des organes pour la transplantation hépatique, qui a été introduit en Suisse depuis le 1er juillet 2007. En se dotant d'une nouvelle loi sur la transplantation en 2007, la Suisse a en effet opté pour le score MELD (Model for end-stage liver disease), c'est-à-dire un score calculable à partir de trois valeurs de laboratoire : bilirubine totale, créatinine et INR. Les avantages du MELD, mais aussi quelques inconvénients potentiels, sont brièvement décrits. Afin de clarifier le parcours du patient pour lequel une évaluation prétransplantation hépatique spécialisée est indiquée, une brève description du programme romand de transplantation hépatique est présentée.