18 results on '"PARISI, Pietro"'
Search Results
2. Active learning for system reliability analysis using PC-Kriging, subset simulation and sensitivity analysis
- Author
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Parisi, Pietro, Moustapha, Maliki, Marelli, Stefano, Sudret, Bruno, and Lüthen, Nora
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System reliability ,Active learning ,[SPI] Engineering Sciences [physics] ,Structural reliability analysis ,[MATH] Mathematics [math] ,[STAT] Statistics [stat] - Abstract
Structural reliability analysis aims at assessing the safety of structures which often operate under uncertain conditions. Approximation-, simulation- or surrogate-based methods are used in this context to estimate the failure probability. Surrogate-based methods are the least computationally intensive and consist in building a cheaper proxy of the original limit-state function, which is calibrated using a limited set of samples known as the experimental design. The latter is sequentially enriched to increase the accuracy of the surrogate in areas of interest, hence allowing for an accurate estimation of the failure probability. A large number of such techniques has been recently developed in the literature (e.g., active Kriging - Monte Carlo simulation). However most of these techniques consider a single limit-state function. These methods lose efficiency when used to solve system reliability problems, where failure is defined by a non-trivial combination of multiple limit-states. This is due to some peculiarities of the system problem such as the presence of disjoint failure domains or the uneven contribution of each limit-state to the overall failure. In this work, we propose an efficient algorithm combining Kriging/PC-Kriging and subset simulation to solve system reliability problems in their most general setting, i.e., with an arbitrary combination of components. We devise a new learning function which first identifies candidate samples and then selects for enrichment the specific limit-state that contributes the most to system failure. The algorithm is validated on a set of analytical functions and compared with existing methods in the literature., RSUQ-Report, 2022-008
- Published
- 2022
3. A cost-aware and sensitivity-based active learning algorithm for system reliability
- Author
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Parisi, Pietro, Moustapha, Maliki, Marelli, Stefano, and Sudret, Bruno
- Subjects
System reliability ,Active learning ,Surrogate models - Abstract
The safety of structures is generally assessed using structural reliability analysis within a probabilistic framework. The parameters describing the system, which are affected by uncertainties, are represented by random variables and a set of so-called limit-state functions determine whether the system fails. The goal of the analysis is then to estimate the probability of failure of the system. Many techniques have been developed to achieve this goal and can be classified into approximation-, simulation- and surrogate-based methods. While approximation methods often lack of accuracy, simulation-based methods are computationally expensive. Surrogate-based methods, on the other hand, are an efficient alternative, especially when used in the so-called active learning framework. In active learning reliability, an inexpensive proxy of the limit-state function is built by sparsely evaluating the original limit-state function. This results in an experimental design that can be iteratively enriched so as to improve the accuracy of the approximated limit-state surface. Combined with an appropriate reliability estimation algorithm, this ultimately leads to accurately estimating the failure probability within a moderate computational cost. This idea has been largely investigated in the recent years and a plethora of active learning methods has been proposed in the literature as shown in recent reviews [1,2]. However, most of these contributions are limited to component reliability problems, i.e. when there is only a single limit-state function. System reliability, where there are multiple limit-state functions combined in a non-trivial way, is indeed more complex to solve. This is due to the presence of multiple (possibly disjoint) failure domains and their uneven contribution to system failure. In this work, we propose an active learning reliability method for system reliability problems. We devise a framework combining PC-Kriging and subset simulation. We make use of density-based clustering and Sobol’ sensitivity analysis to identify the most important points to add to the experimental design and the most relevant limit-states to refine. Furthermore, the proposed method is cost-sensitive, i.e., it factors in the relative cost of evaluating each limit-state function. The algorithm is illustrated and validated on a set of analytical functions and eventually applied to a network of transmission towers. References: [1] M Moustapha, S Marelli, and B Sudret. A generalized framework for active learning reliability: survey and benchmark. Structural Safety , 2022 (In press). [2] R. Teixeira, M. Nogal, and A. O’Connor. Adaptive approaches in metamodel-based reliability analysis: A review. Structural Safety, 89:102019, 2021.
- Published
- 2022
4. Combining surrogate models by ensemble learning techniques for UQ
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Parisi, Pietro, Lataniotis, Christos, Marelli, Stefano, and Sudret, Bruno
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surrogate modelling ,uncertainty quantification ,ensemble learning - Published
- 2021
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5. Combined treatment of relapse of chronic hepatitis C with high-dose α2b interferon plus ribavirin for 6 or 12 months
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Di Marco, Vito, Almasio, Piero, Vaccaro, Alessandra, Ferraro, Donatella, Parisi, Pietro, Cataldo, Maria Gabriella, Di Stefano, Rosa, and Craxì, Antonio
- Published
- 2000
6. Combined treatment of relapse of chronic hepatitis C with high-dose α 2b interferon plus ribavirin for 6 or 12 months
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Marco, Vito Di, Almasio, Piero, Vaccaro, Alessandra, Ferraro, Donatella, Parisi, Pietro, Cataldo, Maria Gabriella, Stefano, Rosa Di, and Craxì, Antonio
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- 2000
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7. Optical/IR counterpart to the resolved X-ray jet source CXO J172337.5-373442 and its distance
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Mookerjea, Bhaswati, Parisi, Pietro, Bhattacharyya, Sudip, Masetti, Nicola, Kruehler, Thomas, and Greiner, Jochen
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High Energy Astrophysical Phenomena (astro-ph.HE) ,Astrophysics of Galaxies (astro-ph.GA) ,Astrophysics::High Energy Astrophysical Phenomena ,FOS: Physical sciences ,Astrophysics::Solar and Stellar Astrophysics ,Astrophysics::Cosmology and Extragalactic Astrophysics ,Astrophysics - High Energy Astrophysical Phenomena ,Astrophysics - Astrophysics of Galaxies ,Astrophysics::Galaxy Astrophysics - Abstract
We present results of observations in the optical to mid-infrared wavelengths of the X-ray source CXO J172337.5-373442, which was serendipitously discovered in the Chandra images and was found to have a fully resolved X-ray jet. The observations include a combination of photometry and spectroscopy in the optical using ground-based telescopes and mid-infrared photometry using Spitzer. We detect the optical/IR counterpart of CXO J172337.5-373442 and identify it to be a G9-V star located at a distance of 334+-60~pc. Comparable values of the hydrogen column densities determined independently from the optical/IR observations and X-ray observations indicate that the optical source is associated with the X-ray source. Since the X-ray luminosity can not be explained in terms of emission from a single G9-V star, it is likely that CXO J172337.5-373442 is an accreting compact object in a binary system. Thus, CXO J172337.5-373442 is the nearest known resolved X-ray jet from a binary system, which is not a symbiotic star. Based on the existing X-ray data, the nature of the compact object can not be confirmed. However the low luminosity of the X-ray point source, 7.1x10^{30} Lsun combined with estimates of the age of the jet and a lack of detection of bright outburst, suggests that the X-ray jet was launched during extreme quiescence of the object. The measured low X-ray luminosity of the jet suggests the likelihood of such jets being more ubiquitous than our current understanding., Accepted for publication in MNRAS
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- 2010
8. Survival of patients with hepatocellular carcinoma in cirrhosis: a comparison of BCLC, CLIP and GRETCH staging systems
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CAMMA', Calogero, DI MARCO, Vito, CABIBBO, Giuseppe, LATTERI, Federica, SANDONATO, Luigi, PARISI, Pietro, ENEA, Marco, ATTANASIO, Massimo, LICATA, Anna, CRAXI, Antonio, Galia, M, Alessi, N, Latteri, MA, Cammà, C, Di Marco, V, Cabibbo, G, Latteri, F, Sandonato, L, Parisi, P, Enea, M, Attanasio, M, Galia, M, Alessi, N, Licata, A, Latteri, MA, and Craxì A
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Hepatocellular carcinoma ,staging systems - Abstract
A major problem in assessing the likelihood of survival of patients with hepatocellular carcinoma (HCC) arises from a lack of models capable of predicting outcome accurately.To compare the ability of the Italian score (CLIP), the French classification (GRETCH) and the Barcelona (BCLC) staging system in predicting survival in patients with HCC.We included 406 consecutive patients with cirrhosis and HCC. Seventy-eight per cent of patients had hepatitis C. Independent predictors of survival were identified using the Cox model.One-hundred and seventy-eight patients were treated, while 228 were untreated. The observed mortality was 60.1% in treated patients and 84.9% in untreated patients. Among treated patients, albumin, bilirubin and performance status were the only independent variables significantly associated with survival. Mortality was independently predicted by bilirubin, alpha-fetoprotein and portal vein thrombosis in untreated patients. CLIP achieved the best discriminative capacity in the entire HCC cohort and in the advanced untreatable cases, while BCLC was the ablest in predicting survival in treated patients.Overall predictive ability of BCLC, CLIP and GRETCH staging systems was not satisfactory, and was not uniform for treated patients and untreated patients. None of the scoring systems provided confident prediction of survival in individual patients.
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- 2008
9. Mortality in patients with hepatocellular carcinoma predicted by six scoring: none is the winner
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CAMMA', Calogero, DI MARCO, Vito, CABIBBO, Giuseppe, LATTERI, Federica, SANDONATO L, PARISI, Pietro, ALESSI N, LICATA, Anna, GALIA G, ENEA, Marco, ATTANASIO, Massimo, LATTERI, Mario, CRAXI, Antonio, CAMMA' C, DI MARCO V, CABIBBO G, LATTERI F, SANDONATO L, PARISI P, ALESSI N, LICATA A, GALIA G, ENEA M, ATTANASIO M, LATTERI MA, and CRAXI' A
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Periodontal microcirculation, capillaroscopy, rheumatoid arthritis - Published
- 2007
10. PERCUTANEOUS RADIOFREQUENCY THERMAL ABLATION 8 RFTA) OF SMALL HEPATOCELLUALR CARCINOMA: A PROSPECTIVE STUDY
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CAMMA', Calogero, DI MARCO, Vito, SANDONATO, Luigi, PARISI, Pietro, CABIBI, Daniela, PARDO, Salvatore, MONTALTO, Giuseppe, LATTERI, Mario, ORLANDO A, SCIARRINO E, VIRDONE R, CASARIL A, DI BONA D, ALIZZI S, NICOLI, CAMMA C, DI MARCO V, ORLANDO A, SANDONATO L, PARISI P, SCIARRINO E, VIRDONE R, CASARIL A, CABIBI D, PARDO S, DI BONA D, ALIZZI S, MONTALTO G, LATTERI MA, and NICOLI
- Abstract
PERCUTANEOUS RADIOFREQUENCY THERMAL ABLATION 8 RFTA) OF SMALL HEPATOCELLUALR CARCINOMA: A PROSPECTIVE STUDY Data: 2004 Dettaglio tipologia d'Ateneo: 3a - Articoli su riviste ISI (anche on line)
- Published
- 2004
11. The aetiological pattern of hepatocellular carcinoma ( HCC) in Italy is changing
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DI MARCO, Vito, PARISI, Pietro, SANDONATO, Luigi, PARDO, Salvatore, CABIBI, Daniela, ALMASIO, Pier Luigi, LICATA, Anna, CAMMA', Calogero, LATTERI, Mario, CRAXI, Antonio, ALIZZI, S, ALAIMO, G, DI MARCO, V, PARISI, P, ALIZZI, S, ALAIMO, G, SANDONATO, L, PARDO, S, CABIBI, D, ALMASIO, P, LICATA, A, CAMMA', C, LATTERI, M, and CRAXI', A
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hepatocellular carcinoma - Abstract
The aetiological pattern of hepatocellular carcinoma ( HCC) in Italy is changing.
- Published
- 2004
12. Optical/IR counterpart to the resolved X-ray jet source CXO J172337.5−373442 and its distance B. Mookerjea et al. Distance to CXO J172337.5-373442.
- Author
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Mookerjea, Bhaswati, Parisi, Pietro, Bhattacharyya, Sudip, Masetti, Nicola, Krühler, Thomas, and Greiner, Jochen
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SPECTRUM analysis , *SYMBIOTIC stars , *CATACLYSMIC variable stars , *ELECTROMAGNETIC measurements , *PHOTOMETRY - Abstract
We present results of observations in the optical to mid-infrared wavelengths of the X-ray source CXO J373442, which was serendipitously discovered in the Chandra images and was found to have a fully resolved X-ray jet. The observations include a combination of photometry and spectroscopy in the optical using ground-based telescopes and mid-infrared photometry using Spitzer. We detect the optical/IR counterpart of CXO J373442 and identify it to be a G9 V star located at a distance of 334 ± 60 pc. Comparable values of the hydrogen column densities determined independently from the optical/IR observations and X-ray observations indicate that the optical source is associated with the X-ray source. Since the X-ray luminosity cannot be explained in terms of emission from a single G9 V star, it is likely that CXO J373442 is an accreting compact object in a binary system. Thus, CXO J373442 is the nearest known resolved X-ray jet from a binary system, which is not a symbiotic star. Based on the existing X-ray data, the nature of the compact object cannot be confirmed. However, the low luminosity of the X-ray point source, , combined with estimates of the age of the jet and a lack of detection of bright outburst, suggests that the X-ray jet was launched during extreme quiescence of the object. The measured low X-ray luminosity of the jet suggests the likelihood of such jets being more ubiquitous than our current understanding. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
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13. REVEALING THE NATURE OF NEW UNIDENTIFIED INTEGRAL SOURCES.
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MASETTI, NICOLA, PARISI, PIETRO, PALAZZI, ELIANA, BASSANI, LOREDANA, LANDI, RAFFAELLA, MALIZIA, ANGELA, SCHIAVONE, FILOMENA, STEPHEN, JOHN B., JIMÉNEZ-BAILÓN, ELENA, CHAVUSHYAN, VAHRAM, MORELLI, LORENZO, MASON, ELENA, GALAZ, GASPAR, MINNITI, DANTE, BIRD, ANTONY J., DEAN, ANTHONY J., MCBRIDE, VANESSA A., CHARLES, PHIL A., BAZZANO, ANGELA, and UBERTINI, PIETRO
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SPECTRUM analysis , *ARTIFICIAL satellites , *OPTICAL spectroscopy , *WAVELENGTHS , *X-rays - Abstract
Since its launch on October 2002, the INTEGRAL satellite has revolutionized our knowledge of the hard X–ray sky thanks to its unprecedented imaging capabilities and source detection positional accuracy above 20 keV. Nevertheless, many of the newly-detected sources in the INTEGRAL sky surveys are of unknown nature. However, the combined use of available information at longer wavelengths (mainly soft X–rays and radio) and of optical spectroscopy on the putative counterparts of these new hard X–ray objects allows pinpointing their exact nature. Continuing our long-standing program running since 2004 (and with which we identified more than 100 INTEGRAL objects) here we report the classification, through optical spectroscopy, of 25 unidentified high-energy sources, mostly belonging to the recently published 4-th IBIS survey. [ABSTRACT FROM AUTHOR]
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- 2010
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14. Segmental Ischemic Colitis Associated with Nonsteroidal Antiinflammatory drugs.
- Author
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Carratùu, Romano, Parisi, Pietro, and Agozzino, Aldo
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- 1993
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15. Influence of a Reef Flat on Beach Profiles Along the Atlantic Coast of Morocco.
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Taaouati, Mohammed, Parisi, Pietro, Passoni, Giuseppe, Lopez-Garcia, Patricia, Romero-Cozar, Jeanette, Anfuso, Giorgio, Vidal, Juan, and Muñoz-Perez, Juan J.
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REEFS ,BEACHES ,COASTS ,ORTHOGONAL functions ,WAVE energy ,BEACH erosion - Abstract
The North Atlantic coast of Morocco is characterised by a flat rocky outcrop in the south (Asilah Beach) and a sandy beach free of rocky outcrops in the north (Charf el-Akab). These natural beaches were monitored for a period of two years (April 2005–January 2007) and two different profiles (one for each beach) were analysed based on differences in the substrate. Topographic data were analysed using statistics and empirical orthogonal functions (EOFs) to determine beach slope and volumetric changes over time. Several morphologic phenomena were identified (accretion/erosion and seasonal tilting of beach profiles around different hinge points), attesting to their importance in explaining variability in the data. Periods of accretion were similar in both profiles, but the volumetric rate of change was faster in the sand-rich (SR) profile than in the reef flat (RF) profile. Moreover, the erosion rate for the SR profile was greater than the RF profile (135.18 m
3 /year vs. 55.39 m3 /year). Therefore, the RF acted as a geological control on the evolution of its profile because of wave energy attenuation. Thus, special attention should be given to the RF profile, which has larger slopes, less amounts of mobilised sand, and slower erosion/accretion rates than the SR profile. [ABSTRACT FROM AUTHOR]- Published
- 2020
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16. Screening for hepatocellular carcinoma in patients with Child's A cirrhosis: an 8-year prospective study by ultrasound and alphafetoprotein
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Cottone, Mario, Turri, Miriam, Caltagirone, Maria, Parisi, Pietro, Orlando, Ambrogio, Fiorentino, Germana, Virdone, Roberto, Fusco, Giorgio, Grasso, Rossella, Simonetti, Rosa Giovanna, and Pagliaro, Luigi
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- 1994
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17. Natural history of untreatable hepatocellular carcinoma: A retrospective cohort study.
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Cabibbo G, Maida M, Genco C, Parisi P, Peralta M, Antonucci M, Brancatelli G, Cammà C, Craxì A, and Di Marco V
- Abstract
Aim: To investigate the clinical course of untreatable hepatocellular carcinoma (HCC) identified at any stage and to identify factors associated with mortality., Methods: From January 1999 to December 2010, 320 out of 825 consecutive patients with a diagnosis of HCC and not appropriate for curative or palliative treatments were followed and managed with supportive therapy. Cirrhosis was diagnosed by histological or clinical features and liver function was evaluated according to Child-Pugh score. The diagnosis of HCC was performed by Ultra-Sound guided biopsy or by multiphasic contrast-enhanced computed tomography or gadolinium-enhanced magnetic resonance imaging. Data were collected for each patient including all clinical, laboratory and imaging variables necessary for the outcome prediction staging systems considered. HCC staging was performed according Barcelona Clinic Liver Cancer (BCLC) and Cancer of the Liver Italian Program scores. Follow-up time was defined as the number of months from the diagnosis of HCC to death. Prognostic baseline variables were analyzed by multivariate Cox analysis to identify the independent predictors of survival., Results: Seventy-five per cent of patients had hepatitis C. Ascites was present in 169 patients (53%), while hepatic encephalopathy was present in 49 patients (15%). The Child-Pugh score was class A in 105 patients (33%), class B in 142 patients (44%), and class C in 73 patients (23%). One hundred patients (31%) had macroscopic vascular invasion and/or extra-hepatic spread of the tumor. A single lesion > 10 cm was observed in 34 patients (11%), while multinodular HCC was present in 189 patients (59%). Thirty nine patients (12%) were BCLC early (A) stage, 55 (17%) were BCLC intermediate (B) stage, 124 (39%) were BCLC advanced (C) stage, and 102 (32%) were end-stage BCLC (D). At the time of this analysis (July 2011), 28 (9%) patients were still alive. Six (2%) patients who were lost during follow-up were censored at the last visit. The overall median survival was 6.8 mo, and the 1-year survival was 32%. The 1-year survival according to BCLC classes was 100%, 79%, 12% and 0%, for BCLC A, B, C and D, respectively. There was a significant difference in survival between each BCLC class. The median survival of patients of BCLC stages A, B, C and D was 33, 17.4, 6.9, and 1.8 mo, respectively (P < 0.05 for comparison between stages). The median survival of Child-Pugh A, B and C classes were 9.8 mo (range 6.4-13), 6.1 (range 4.9-7.3), and 3.7 (range 1.5-6), respectively (P < 0.05 for comparison between stages). By univariate analysis, the variables significantly associated to an increased liklihood of mortality were Eastern Cooperative Oncology Group performance status (PS), presence of ascites, low level of albumin, elevated level of bilirubin, international normalized ratio (INR) and Log-[(α fetoprotein (AFP)]. At multivariate analysis, mortality was independently predicted by bad PS (P < 0.0001), high INR values (P = 0.0001) and elevated Log-(AFP) levels (P = 0.009)., Conclusion: This study confirms the heterogeneous behavior of untreated HCC. BCLC staging remains an important prognostic guide and may be important in decision-making for palliative treatment.
- Published
- 2012
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18. HBV-DNA suppression and disease course in HBV cirrhosis patients on long-term lamivudine therapy.
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Di Marco V, Di Stefano R, Ferraro D, Almasio PL, Bonura C, Giglio M, Parisi P, Cappello M, Alaimo G, and Craxì A
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- Adult, Aged, Cohort Studies, DNA, Viral genetics, Drug Administration Schedule, Female, Hepatitis B virology, Hepatitis B virus genetics, Humans, Liver Cirrhosis virology, Male, Middle Aged, Mutation, Virus Replication, Antiviral Agents therapeutic use, DNA, Viral blood, Hepatitis B physiopathology, Lamivudine therapeutic use, Liver Cirrhosis physiopathology
- Abstract
In hepatitis B virus (HBV) cirrhosis patients on long-term lamivudine (LAM), the relationships between HBV suppression, development of viral resistance and disease outcome are unclear. We analysed the dynamic of serum HBV-DNA and its relationship with the clinical course of 59 patients (52 males, mean age 51.4 +/- 8.4 years, 12 HBeAg positive and 47 HBeAg negative, and 57 genotype D and two genotype A) with cirrhosis (45 in Child-Turcotte-Pugh class A) and high levels of serum HBV-DNA (median 14.7 x 10(7) genomes/ml) treated with LAM [median (range): 44 (15-78) months]. A total of 50 patient (84.7%) achieved a virological response (serum HBV-DNA negative by PCR) during the first 6 months of therapy, and nine (13.3%) achieved a reduction in viral load of > 3 log10. Mutations in the YMDD motif of HBV polymerase were documented in 26 patients [median (range) 18: (7-42) months]. At the time of the emergence of mutants, 22 patients had HBV-DNA < 10(5) genomes/ml and normal alanine aminotransferase (ALT) levels. The appearance of virological resistance was followed by an increase of HBV-DNA to > 10(5) genomes/ml and of ALT values in 19 out of 26 patients [median (range): 8 (3-19) months]. Event-free survival was significantly longer (P = 0.001) in patients who maintained virological suppression than in those who did not have a complete virological response or suffered a breakthrough. Patients with advanced cirrhosis were more likely to develop liver failure after the emergence of YMDD mutants. The risk of development of hepatocellular carcinoma in patients with compensated cirrhosis and YMDD mutations was maintained, regardless of HBV-DNA serum levels. Profound and maintained HBV-DNA suppression correlates with a better outcome. Early identification of LAM resistance mutations allows switching to other antivirals before liver decompensation or hepatocellular carcinoma development.
- Published
- 2005
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