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Biomedical subjects

G Molino

Publications and source records attributed to G Molino.

At least 19 recordsLinked to original sources

LIED--liver: information, education and diagnosis.

In this paper we describe LIED (Liver: Information, Education and Diagnosis), a diagnostic expert system devoted to medical education in the field of hepatology. LIED combines the facilities of a traditional expert system for clinical diagnosis with several modules designed for educational purposes. The goal of such modules is to train physicians, in particular as regards the improvement of their problem solving ability (at the end of their curricula students in medicine usually lack experience in organizing an efficient and accurate diagnostic process). Training on real and simulated cases has been widely recognized as a proper approach to clinical experience. The architecture of the diagnostic system is introduced, which forms the core of LIED, and which has been derived from our previous experience, and the various educational functions are discussed that were developed on top of the basic architecture.

Computer Simulation

Computer assisted development of diagnostic expert systems. A domain-independent package (EMPTY) for acquisition and use of expert's medical knowledge.

The package EMPTY has been developed with the aim of providing a tool based on well assessed methodological principles which can support both the organisation and use of medical knowledge for diagnostic and educational purposes. EMPTY is domain-independent and results in two interactive programs: ASK guides the acquisition of medical knowledge and RUN supports medical decision-making and provides facilities for medical education. The knowledge bases developed on ASK have a standard formal structure: they include taxonomies, definitions and descriptions of diseases, clinical findings and investigations; production rules for activation and refinement of diagnostic hypotheses; frame-like profiles of diseases; and quantitative criteria for scoring the clinical evidence on the base of available data.

Computer-Assisted Instruction

Combined evaluation of total and functional liver plasma flows and intrahepatic shunting.

A diagnostic protocol was studied, designed to evaluate the main parameters of liver circulation in man. A water solution of D-sorbitol (S) and indocyanine green (ICG) was infused intravenously in six controls and nine cirrhotics. Steady-state renal and hepatic S clearances as well as hepatic ICG clearance were calculated. In controls the values (mean +/- SD) of the independent measurements of S and ICG hepatic clearance were 978 +/- 107 and 519 +/- 142 ml/min, respectively, while in cirrhotic patients they were 554 +/- 238 and 231 +/- 90 ml/min. Owing to the kinetic properties of S, its hepatic clearance may be regarded as a measure of functional liver plasma flow (FLPF). The total liver plasma flow (TLPF) values (mean +/- SD), calculated according to Fick's principle, were 1091 +/- 157 ml/min (S method) and 1033 +/- 153 ml/min (ICG method) in controls, and 1251 +/- 554 and 1284 +/- 677 ml/min in cirrhotics. In controls, FLPF was found to be very close to TLPF. In cirrhotic patients the difference between TLPF and FLPF (ranging from 169 to 2093 ml/min when measured by S method) was considered as an approximate estimate of intrahepatic shunting. The procedure is safe and simple and may add a new dimension to the investigation of hepatic circulation.

Adult

A computer-based approach to education and training in clinical gastroenterology.

Computer systems adapted to gastroenterology can effectively assist in organization of knowledge, clinical reasoning and competence, and manual skills. Computer-based methods and tools for medical education comprise systems for computer-assisted instruction (CAI), systems for clinical simulation (CS), and expert systems (ES). Computer-based methods in medical education are now so well defined and assessed that their use should be considered the necessary goal for coming years.

Computer-Assisted Instruction

Application of artificial intelligence techniques to a well defined clinical problem: jaundice diagnosis.

Jaundice is a very common medical condition, in which pathophysiological knowledge has been quite well assessed and clinical features are usually well known. However, incorrect conclusions are sometimes reached in medical practice which can lead to serious implications. Thus, jaundice diagnosis appears as one of the medical situations which might be substantially improved by computer assistance. The present study is aimed at describing and discussing in what way a computer program supporting medical decision making in jaundiced patients can be developed on the basis of advanced Artificial Intelligence methods. To this extent methodological problems concerned with the organization and the formalization of medical knowledge have been outlined with some detail. The resulting expert system is expected to become a well assessed and potentially useful tool for both medical decision making and medical education.

Algorithms

Educational applications of a knowledge-based expert system for medical decision making in hepatology.

An expert system for medical decision making in hepatology has been developed with the aim of assisting medical education. The knowledge representation is based on different slots respectively concerned with structural and protypical description, and system control. Reasoning is performed at two levels considering in sequence syndromes and diseases. Explanations are available at any time during the reasoning process. Educational facilities are provided by using the help sections of the system, which include definitions and descriptions of finding in both health and disease, as well as summaries defining essential clinical and pathophysiological features of all diagnostic hypotheses. The system provides the following educational functions: support to medical decision making, differential diagnosis, knowledge-base consultation, system description and clinical simulation. A good correspondence was found between the conclusions and suggestions provided by the system and those of the attending physicians. The program, which was written in PROLOG and developed under MS-DOS Operating System, runs on IBM-compatible personal computers equipped with hard-disk and mouse.

Computer Systems

PEPTY: a knowledge-based program for assisting medical reasoning in peptic diseases.

PEPTY is a program developed with the aim of providing a diagnostic and therapeutic assistance in managing peptic diseases. Its theoretical basis is an accurate analysis of current concepts in peptic disease diagnosis and treatment. This was done by reviewing recent literature and consulting skilled gastroenterologists. The decision tree includes three sections dealing with diagnostic, therapeutic and monitoring problems. The diagnostic section starts by evaluating clinical data from patient history and physical examination; the diagnostic hypotheses given at this level are refined and eventually confirmed by further information in the following section. Here the decision tree becomes modular in that a proper therapeutic and monitoring pathway is defined for four disease classes: gastroduodenal peptic ulcer and duodenitis, gastro-oesophageal reflux, erosive gastritis, and chronic antral gastritis. In the therapeutic section a cost-benefit analysis of possible therapeutic choices is always performed, but the final decision is made by the user. Complications, side effects and treatment efficacy are also considered and the program finally suggests the appropriate maintenance treatment. Patient data display, storage and retrieval, and explanation facilities are supplied. The system can provide a 'second opinion' in the medical practice and may be a useful learning tool for medical students.

Artificial Intelligence

Relationship between the intrahepatic expression of 'e' and 'c' epitopes of the nucleocapsid protein of hepatitis B virus and viraemia.

The relationship between hepatitis B viraemia and intrahepatic HBV nucleocapsid proteins (HBcAg and HBeAg) was studied in 18 patients with chronic hepatitis B. Monoclonal antibodies (MoABs) were obtained in BALB/c mice primed with recombinant HBV nucleocapsid proteins. Four MoABs reacting with recombinant proteins gave positive results in competitive assays. Two reacted as anti-HBc and two as anti-HBe. One of them showed a strong affinity for the cytoplasmic, membrane-bound antigen (P23e) of infected hepatocytes while the latter showed a higher specificity for serum HBeAg than for the intrahepatic antigen. Anti-HBc MoABs had a staining capacity for liver cell nuclei comparable with that of polyclonal antibodies. Overall the anti-HBc MoABs stained the liver cell nuclei in 86% of cases, while anti-HBe MoABs stained in 58% of cases. The hepatocyte cytoplasm was stained by anti-HBc MoABs and anti-HBe MoABs in 64% and 72% of cases respectively. Not one of 12 control liver biopsies was stained. Viraemia (HBV-DNA) was measured by dot blot hybridization and was correlated with the number of hepatocytes containing the nucleocapsid antigen. The highest levels of HBV-DNA (greater than 10(8) genomes/ml) were detected in patients with prevalent nuclear staining while the lowest ones were observed in those with prevalent cytoplasmic expression of this antigen. The application of anti-HBV-nucleocapsid MoABs in diagnostics requires careful scrutiny since some are specific for the circulating antigen while others show a higher affinity for the intrahepatic antigen.

Antibodies, Monoclonal

Hepatic clearance of D-sorbitol. Noninvasive test for evaluating functional liver plasma flow.

The hepatic clearance of D-sorbitol, a natural polyol which is metabolized by the liver, was studied in normal and cirrhotic subjects after bolus intravenous injection (2 g) and during constant infusion (54 mg/min) with the aim of providing a noninvasive and simple measure of functional liver plasma flow. The high hepatic extraction of D-sorbitol and the dose-independence of its clearance pointed to a flow-dependent clearance regimen. The renal excretion was taken into account when computing the hepatic clearance. Day-to-day reproducibility of the test was good. No significant difference was found when the hepatic clearance was measured by bolus injection or constant infusion methods. As measured by the bolus injection method, the mean (+/- SD) hepatic clearance in the normal subjects (911 +/- 137 ml/min) was significantly greater (P less than 0.001) than that of the cirrhotics (456 +/- 181 ml/min).

Humans

Simulation of the metabolism and enterohepatic circulation of endogenous deoxycholic acid in humans using a physiologic pharmacokinetic model for bile acid metabolism.

The metabolism and enterohepatic circulation of deoxycholic acid (DCA), a major secondary bile acid in humans, was simulated using a linear multicompartmental physiologic pharmacokinetic model. The model was similar to that previously reported and used to simulate the metabolism of cholic acid and chenodeoxycholic acid, but differed in two respects: (a) the input of newly formed DCA molecules originated from colonic absorption rather than from de novo hepatic biosynthesis and (b) a new type of transfer coefficient was proposed to describe the movement of DCA molecules from an insoluble, bound compartment to a soluble compartment. Simulations were performed to define the effect of varying fractional colonic absorption (from 0.1 to 0.6) as well as varying fractional formation of DCA from cholic acid (from 0.3 to 1). The simulations indicated that the exchangeable total DCA pool expanded up to 12-fold as fractional colonic absorption was increased from 0.1 to 0.6. The fractional turnover rate of the DCA pool showed a corresponding decrease. Increased conversion of cholic acid to DCA had an effect on DCA pool size that was similar to that resulting from increased colonic fractional absorption. So long as ileal absorption was efficient, the "soluble" colonic pool of DCA remained small relative to other organ pools, and the absorption of unconjugated DCA from the colon was less than 10% of the total DCA absorption from the ileum. It is proposed that the relatively large proportion of DCA in the biliary bile acids of white adults in the Western world as compared with that of most other mammals is attributable to (a) a high fractional absorption of DCA because of a diet relatively low in fiber, (b) the absence of hepatic 7-hydroxylation of DCA, and (c) effective competition by DCA conjugates for active transport by the terminal ileum.

Biliary Tract

Non-invasive evaluation of portal-systemic shunting in man by D-sorbitol bioavailability.

Portal-systemic shunting is an important circulatory abnormality in patients with cirrhosis. This study explores the potential of the natural polyol D-sorbitol as test compound for non-invasive assessment of shunting. Ten normal subjects, 10 patients with cirrhosis and 12 cirrhotics with surgical portacaval shunts were studied after oral and intravenous administration of a 2 g dose of sorbitol. As measured by the H2 breath test, removal from the intestinal lumen was complete in both groups. Bioavailability of sorbitol, calculated as ratio of the areas under the plasma concentration/time curve after p.o. and i.v. administration, was zero in normal subjects, 0.29 +/- 0.15 in cirrhotic patients, and 0.38 +/- 0.11 in patients with portacaval shunts. Calculation of bioavailability on the basis of urinary outputs of sorbitol gave similar results. It is concluded that the bioavailability of sorbitol reflects portal-systemic shunting, although the relatively low figures suggest some degree of sorbitol metabolism by enterocytes.

Adult

Simulation of the metabolism and enterohepatic circulation of endogenous chenodeoxycholic acid in man using a physiological pharmacokinetic model.

The metabolism and enterohepatic circulation of chenodeoxycholic acid (CDC), a major primary bile acid in man, has been stimulated using a multicompartmental physiological pharmacokinetic model which was previously reported and used to simulate the metabolism of cholic acid. The model features compartments and linear transfer coefficients. Compartments, which are defined as the pools of single chemical species in well defined anatomical volumes, are aggregated into nine 'spaces' based on anatomical and physiological considerations (liver, gall-bladder, bile ducts, duodeno-jejunum, ileum, colon, portal blood, sinusoidal blood, and general circulation). Each space contains several compartments which correspond to the compounds present in that space, for example, the compound in question and its biotransformation products. For CDC (as for cholic acid in the previous simulation) each space contains three compartments corresponding to the unconjugated bile acid, its glycine amidate, and its taurine amidate. Transfer coefficients, which denote the fractional amount of the compartment's contents exiting per unit time, are categorized according to function: flow, for example gall-bladder contraction (which involves transfer of all substances contained in the space at the same fractional rate); biotransformation (which transfers the substrate from one compartment to another within the same space); or transport (which denotes movements between contiguous compartments, belonging to different spaces across a diffusion membrane or a cellular barrier). The model is made time-dependent by incorporating meals which trigger gall-bladder emptying and modify intestinal flow. The transfer coefficients in the cholic acid model were modified for the CDC model since there is indirect evidence that CDC amidates (probably chenodeoxycholylglycine) are absorbed from the duodeno-jejunum and the first pass hepatic clearance of CDC species differs from that of cholyl species. The model was then used with all existing experimental data to simulate CDC metabolism in healthy humans over a 24-h period during which three meals were ingested. Satisfactory agreement was obtained between simulated and experimental data indicating that this model continues to be useful for describing the metabolism of bile acids and may also be of value for describing the metabolism of drugs whose metabolism is similar to that of bile acids.

Bile Acids and Salts

Insulin resistance in human liver cirrhosis is not modified by porto-systemic surgical shunt.

Cirrhosis of the liver is characterized by glucose intolerance and hyperinsulinaemia. It is considered an insulin resistant state with both a receptor and a post-receptor defect of insulin activity. It would appear that reduced hepatic degradation rather than increased B-cell production is responsible for hyperinsulinaemia. The effect of surgical portosystemic shunt on insulin resistance was studied in 18 cirrhotics with impaired glucose tolerance (12 males, 6 females; mean age 46.9 +/- 0.7 years) by measuring: glucose production (3H-glucose infusion), glucose utilisation (euglycaemic clamp at approximately 100, approximately 1000 and approximately 10,000 microU/1), plasma insulin and C-peptide levels, and liver function indices (serum bilirubin, albumin, ALT, GGT) before and 2 months after surgery. Liver sorbitol clearance was also employed to measure variations in the functional liver plasma flow induced by the shunt. No significant changes were noted in: glucose production (1.94 +/- 0.17 SEM vs 1.96 +/- 0.17 mg/kg/min), glucose utilisation (metabolic clearance rate: 3.32 +/- 0.48 vs 3.42 +/- 0.43 at approximately microU/ml; 9.70 +/- 1.0 vs 9.16 +/- 0.9 at approximately 1000 microU/ml; 10.92 +/- 1.1 vs 11.07 +/- 0.8 ml/kg/min at approximately 10 000 microU/ml), fasting plasma insulin, C-peptide and C-peptide/insulin molar ratio (4.66 +/- 0.47 vs 5.50 +/- 0.54), and the liver function indices. By contrast, there was a significant decrease in functional liver plasma flow (813 +/- 34 vs 604 +/- 34 ml/min, P less than 0.001).(ABSTRACT TRUNCATED AT 250 WORDS)

Adult

Sorbitol clearance: a parameter reflecting liver plasma flow in the rat.

According to the clearance concepts, the functional liver plasma flow may be directly measured from the plasma kinetics of any substance whose hepatic intrinsic clearance largely exceeds liver perfusion. The present study was designed to ascertain the requirements for the reliability of D-sorbitol plasma clearance in evaluating changes of liver perfusion in the male Wistar rat. The plasma disappearance curve of D-sorbitol (3 mg/100 g b.w. by bolus i.v. injection) followed a first order kinetics and fitted a two-compartment model. Very similar estimates of D-sorbitol plasma clearance were obtained by applying the area under the curve method to data obtained by the trapezoidal rule and by compartmental analysis. D-sorbitol hepatic extraction was almost complete in controls and in rats submitted to porta-caval shunt and hepatic artery ligation, while significantly decreased after partial hepatectomy. Renal output never exceeded 10% of the administered amount. No in-vivo diffusion into red cells was observed. In controls, the functional liver plasma flow, as measured by D-sorbitol clearance was 2.83 +/- 0.68 ml/min/100 g (mean +/- SD). Significantly lower values were found in rats submitted to porta-caval shunt (1.19 +/- 0.38), hepatic artery ligation (2.06 +/- 0.53), and partial hepatectomy (1.03 +/- 0.44).

Animals

Evaluation of the diagnostic value of serum bile acid in the detection and functional assessment of liver diseases.

The diagnostic usefulness of fasting total serum bile acids (SBA/F) in the detection of liver diseases and assessment of different aspects of hepatic function alteration was evaluated in 61 healthy subjects and 186 patients with liver disease. The value of SBA/F was compared with other routine tests. In 49 healthy subjects and 92 patients, serum bile acids were also measured after the im administration of Ceruletide as a cholecystokinetic agent (SBA/C). The diagnostic efficacy for the detection of disease states was better with aspartate-aminotransferase (EC 2.6.1.1) and alanine-aminotransferase (EC 2.6.1.2) than with SBA/F. When SBA/C was also determined the diagnostic efficacy was not substantially better than the SBA/F test. In the assessment of hepatocellular necrosis SBA/F showed a higher rate of misclassification errors compared to alanine-aminotransferase (mean error 45% vs 17%), whereas SBA/F gave similar results with direct bilirubin and pseudocholinesterase (EC 3.1.1.8) in the evaluation of cholestasis (mean error 40% vs 41%) and impaired biosynthesis (mean error 39% vs 40%), respectively. Serum bile acid determination did not show any significant diagnostic advantage with respect to the other routine liver tests.

Adolescent

Discrimination of hepatobiliary diseases by the evaluation of bromsulfophthalein blood kinetics.

Blood BSP kinetics was studied by compartmental analysis in 10 normal subjects, 11 cirrhotic patients, and nine patients suffering from obstructive jaundice. Plasma levels of both free and conjugated BSP were determined at different times after intravenous injection of a standard dose (5 mg/kg body weight) of the dye. A six-compartment model was found suitable for the correct evaluation of hepatobiliary function, but simpler models cannot be used in this respect. Some of the parameters of the model can be adequately evaluated in the studied measurement situation and are used to carry out a diagnostic discrimination; they are lambda21 (transfer constant from blood to liver cells), alpha1 (expression of both conjugating and excretory activity), and beta (related to the blood level of conjugated BSP). It is shown that the values of these parameters allow a fairly good separation among the three groups of subjects under study.

Adult

Structural analysis of compartmental models for the hepatic kinetics of drugs.

The structure of some compartmental models for the analysis of the hepatobiliary kinetics of bromosulphalein (BSP) was studied in order to evaluate their adequacy in the estimation of the processes involved in the hepatic metabolism of drugs, namely uptake, conugation, and biliary excretion. Biological measurements were obtained from 4 cholecystectomized patients with a biliary T-tube. Blood and bile specimens were taken at various intervals after the administration of a single intravenous dose of BSP and analyzed for both direct BSP quantitation and chromatographic separation and estimation of BSP metabolic fractions. The structural analysis was carried out by using a mathematical model that described the kinetics of BSP. By means of computer simulations different measurement situations were analyzed, showing for each experimental condition the available information and the degree of accuracy of each estimated parameter. The obtained results show that the use of compartmental models can provide a useful theoretical framework by which the experimental data can be interpreted for the evaluation of the hepatobiliary metabolism and for a discriminant analysis between different physiopathological conditions.

Bile