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1. Removing duplicate reads using graphics processing units.

Author

Manconi A, Moscatelli M, Armano G, Gnocchi M, Orro A, and Milanesi L

Subjects
Algorithms, Polymerase Chain Reaction, Computational Biology methods, DNA genetics, Sequence Analysis, DNA methods
Abstract

Background: During library construction polymerase chain reaction is used to enrich the DNA before sequencing. Typically, this process generates duplicate read sequences. Removal of these artifacts is mandatory, as they can affect the correct interpretation of data in several analyses. Ideally, duplicate reads should be characterized by identical nucleotide sequences. However, due to sequencing errors, duplicates may also be nearly-identical. Removing nearly-identical duplicates can result in a notable computational effort. To deal with this challenge, we recently proposed a GPU method aimed at removing identical and nearly-identical duplicates generated with an Illumina platform. The method implements an approach based on prefix-suffix comparison. Read sequences with identical prefix are considered potential duplicates. Then, their suffixes are compared to identify and remove those that are actually duplicated. Although the method can be efficiently used to remove duplicates, there are some limitations that need to be overcome. In particular, it cannot to detect potential duplicates in the event that prefixes are longer than 27 bases, and it does not provide support for paired-end read libraries. Moreover, large clusters of potential duplicates are split into smaller with the aim to guarantees a reasonable computing time. This heuristic may affect the accuracy of the analysis., Results: In this work we propose GPU-DupRemoval, a new implementation of our method able to (i) cluster reads without constraints on the maximum length of the prefixes, (ii) support both single- and paired-end read libraries, and (iii) analyze large clusters of potential duplicates., Conclusions: Due to the massive parallelization obtained by exploiting graphics cards, GPU-DupRemoval removes duplicate reads faster than other cutting-edge solutions, while outperforming most of them in terms of amount of duplicates reads.

Published
2016
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2. HCV NS3 sequencing as a reliable and clinically useful tool for the assessment of genotype and resistance mutations for clinical samples with different HCV-RNA levels

Author

Di Maio, V C, Cento, V, Di Paolo, D, Aragri, M, De Leonardis, F, Tontodonati, M, Micheli, V, Bellocchi, M C, Antonucci, F P, Bertoli, A, Lenci, I, Milana, M, Gianserra, L, Melis, M, Di Biagio, A, Sarrecchia, C, Sarmati, L, Landonio, S, Francioso, S, Lambiase, L, Nicolini, L A, Marenco, S, Nosotti, L, Giannelli, V, Siciliano, M, Romagnoli, D, Pellicelli, A, Vecchiet, J, Magni, C F, Babudieri, S, Mura, M S, Taliani, G, Mastroianni, C, Vespasiani-Gentilucci, U, Romano, M, Morisco, F, Gasbarrini, A, Vullo, V, Bruno, S, Baiguera, C, Pasquazzi, C, Tisone, G, Picciotto, A, Andreoni, M, Parruti, G, Rizzardini, G, Angelico, M, Perno, C F, Ceccherini-Silberstein, F, Collaborators (129) Mariani R, HCV Italian Resistance Network Study Group., Paoloni, M, Iapadre, N, Grimaldi, A, Menzaghi, B, Quirino, T, Bruzzone, B, De Maria, A, Nicolini, La, Viscoli, C, Casinelli, K, Monache, Md, Lichtner, M, Aghemo, A, Cerrone, M, Colombo, M, Monforte, Ad, Danieli, E, Donato, F, Gubertini, G, Magni, Cf, Mancon, A, Monico, S, Niero, F, Puoti, M, Russo, Ml, Alfieri, R, Gnocchi, M, Orro, A, Milanesi, L, Baldelli, E, Bertolotti, M, Borghi, V, Mussini, C, Brancaccio, G, Caporaso, N, Gaeta, Gb, Lembo, V, Calvaruso, V, Craxì, A, Di Marco, V, Mazzola, A, Petta, S, D'Amico, E, Cacciatore, P, Consorte, A, Palitti, Vp, Pieri, A, Polilli, E, Antenucci, F, Antonucci, Fp, Armenia, D, Baiocchi, L, Bellocchi, M, Biliotti, E, Biolato, M, Carioti, L, Cerasari, G, Cerva, C, Ciotti, M, D'Ambrosio, C, D'Ettorre, G, De Sanctis, A, Di Maio VC, Furlan, C, Gallo, P, Grieco, A, Grieco, S, Lattanzi, B, Malagnino, V, Manuelli, M, Merli, M, Miglioresi, L, Palazzo, D, Perno, Cf, Santopaolo, F, Santoro, Mm, Sforza, D, Sorbo, Mc, Spaziante, M, Svicher, V, Teti, E, Mangia, A, Maida, I, Mura, Ms, Falconi, L, Di Giammartino, D, Tarquini, P., Di Maio, V C, Cento, V, Di Paolo, D, Aragri, M, De Leonardis, F, Tontodonati, M, Micheli, V, Bellocchi, M C, Antonucci, F P, Bertoli, A, Lenci, I, Milana, M, Gianserra, L, Melis, M, Di Biagio, A, Sarrecchia, C, Sarmati, L, Landonio, S, Francioso, S, Lambiase, L, Nicolini, L A, Marenco, S, Nosotti, L, Giannelli, V, Siciliano, M, Romagnoli, D, Pellicelli, A, Vecchiet, J, Magni, C F, Babudieri, S, Mura, M S, Taliani, G, Mastroianni, C, Vespasiani-Gentilucci, U, Romano, M, Morisco, F, Gasbarrini, A, Vullo, V, Bruno, S, Baiguera, C, Pasquazzi, C, Tisone, G, Picciotto, A, Andreoni, M, Parruti, G, Rizzardini, G, Angelico, M, Perno, C F, Ceccherini-Silberstein, F, HCV Italian Resistance Network Study Group., Collaborators (129) Mariani R, Paoloni, M, Iapadre, N, Grimaldi, A, Menzaghi, B, Quirino, T, Bruzzone, B, De Maria, A, Nicolini, La, Viscoli, C, Casinelli, K, Monache, Md, Lichtner, M, Aghemo, A, Cerrone, M, Colombo, M, Monforte, Ad, Danieli, E, Donato, F, Gubertini, G, Magni, Cf, Mancon, A, Monico, S, Niero, F, Puoti, M, Russo, Ml, Alfieri, R, Gnocchi, M, Orro, A, Milanesi, L, Baldelli, E, Bertolotti, M, Borghi, V, Mussini, C, Brancaccio, G, Caporaso, N, Gaeta, Gb, Lembo, V, Calvaruso, V, Craxì, A, Di Marco, V, Mazzola, A, Petta, S, D'Amico, E, Cacciatore, P, Consorte, A, Palitti, Vp, Pieri, A, Polilli, E, Antenucci, F, Antonucci, Fp, Armenia, D, Baiocchi, L, Bellocchi, M, Biliotti, E, Biolato, M, Carioti, L, Cerasari, G, Cerva, C, Ciotti, M, D'Ambrosio, C, D'Ettorre, G, De Sanctis, A, Di Maio, Vc, Furlan, C, Gallo, P, Grieco, A, Grieco, S, Lattanzi, B, Malagnino, V, Manuelli, M, Merli, M, Miglioresi, L, Palazzo, D, Perno, Cf, Santopaolo, F, Santoro, Mm, Sforza, D, Sorbo, Mc, Spaziante, M, Svicher, V, Teti, E, Mangia, A, Maida, I, Mura, M, Falconi, L, Di Giammartino, D, Tarquini, P., Di Maio, V. C, Bellocchi, M. C, Antonucci, F. P, Nicolini, L. A, Magni, C. F, Mura, M. S, Vespasiani Gentilucci, U, Morisco, Filomena, Perno, C. F, Ceccherini Silberstein, F., Caporaso, Nicola, Di Maio, V., Cento, V., Di Paolo, D., Aragri, M., De Leonardis, F., Tontodonati, M., Micheli, V., Bellocchi, M., Antonucci, F., Bertoli, A., Lenci, I., Milana, M., Gianserra, L., Melis, M., Di Biagio, A., Sarrecchia, C., Sarmati, L., Landonio, S., Francioso, S., Lambiase, L., Nicolini, L., Marenco, S., Nosotti, L., Giannelli, V., Siciliano, M., Romagnoli, D., Pellicelli, A., Vecchiet, J., Magni, C., Babudieri, S., Mura, M., Taliani, G., Mastroianni, C., Vespasiani-Gentilucci, U., Romano, M., Morisco, F., Gasbarrini, A., Vullo, V., Bruno, S., Baiguera, C., Pasquazzi, C., Tisone, G., Picciotto, A., Andreoni, M., Parruti, G., Rizzardini, G., Angelico, M., Perno, C., Ceccherini-Silberstein, F., Mariani, R., Paoloni, M., Iapadre, N., Grimaldi, A., Menzaghi, B., Quirino, T., Bruzzone, B., De Maria, A., Viscoli, C., Casinelli, K., Delle Monache, M., Lichtner, M., Aghemo, A., Cerrone, M., Colombo, M., D'Arminio Monforte, A., Danieli, E., Donato, F., Gubertini, G., Mancon, A., Monico, S., Niero, F., Puoti, M., Russo, M., Alfieri, R., Gnocchi, M., Orro, A., Milanesi, L., Baldelli, E., Bertolotti, M., Borghi, V., Mussini, C., Brancaccio, G., Caporaso, N., Gaeta, G., Lembo, V., Calvaruso, V., Craxã­, A., DI MARCO, V., Mazzola, A., Petta, S., D'Amico, E., Cacciatore, P., Consorte, A., Pace Palitti, V., Pieri, A., Polilli, E., Antenucci, F., Armenia, D., Baiocchi, L., Biliotti, E., Biolato, M., Carioti, L., Cerasari, G., Cerva, C., Ciotti, M., D'Ambrosio, C., D'Ettorre, G., De Sanctis, A., Furlan, C., Gallo, P., Grieco, A., Grieco, S., Lattanzi, B., Malagnino, V., Manuelli, M., Merli, M., Miglioresi, L., Palazzo, D., Santopaolo, F., Santoro, M., Sforza, D., Sorbo, M., Spaziante, M., Svicher, V., Teti, E., Mangia, A., Maida, I., Falconi, L., and Di Giammartino, D.

Subjects
0301 basic medicine, ns3, Genotyping Techniques, viruses, Drug Resistance, Hepacivirus, Viral Nonstructural Proteins, medicine.disease_cause, Gastroenterology, Telaprevir, chemistry.chemical_compound, genotype, genotyping techniques, hepacivirus, hepatitis C, humans, RNA viral, retrospective studies, sequence analysis, DNA, viral nonstructural proteins, drug resistance, viral, mutation, pharmacology, infectious diseases, 0302 clinical medicine, Retrospective Studie, Genotype, Pharmacology (medical), Viral, Hepatitis C, Humans, RNA, Viral, Retrospective Studies, Sequence Analysis, DNA, Drug Resistance, Viral, Mutation, Proteolytic enzymes, virus diseases, Settore MED/07 - Microbiologia e Microbiologia Clinica, hcv-rna levels, Infectious Diseases, HCV-RNA, 030211 gastroenterology & hepatology, Sequence Analysis, medicine.drug, Human, Microbiology (medical), medicine.medical_specialty, Hepatitis C virus, Concordance, Settore MED/12 - GASTROENTEROLOGIA, Pharmacology, Biology, 03 medical and health sciences, Boceprevir, Internal medicine, medicine, hcv, Genotyping, Hepaciviru, Viral Nonstructural Protein, Settore MED/09 - MEDICINA INTERNA, Virology, digestive system diseases, 030104 developmental biology, chemistry, Sequence Analysi, RNA, Genotyping Technique
Abstract

OBJECTIVES: This study aims to evaluate the reliability and clinical utility of NS3 sequencing in hepatitis C virus (HCV) 1-infected patients who were candidates to start a PI-containing regimen. METHODS: NS3 protease sequencing was performed by in-house-developed HCV-1 subtype-specific protocols. Phylogenetic analysis was used to test sequencing reliability and concordance with previous genotype/subtype assignment by commercial genotyping assays. RESULTS: Five hundred and sixty-seven HCV plasma samples with quantifiable HCV-RNA from 326 HCV-infected patients were collected between 2011 and 2014. Overall, the success rate of NS3 sequencing was 88.9%. The success rate between the two subtype protocols (HCV-1a/HCV-1b) was similarly high for samples with HCV-RNA >3 log IU/mL (>92% success rate), while it was slightly lower for HCV-1a samples with HCV-RNA ≤3 log IU/mL compared with HCV-1b samples. Phylogenetic analysis confirmed the genotype/subtype given by commercial genotyping assays in 92.9% (303/326) of cases analysed. In the remaining 23 cases (7.1%), 1 was HCV-1g (previously defined as subtype 1a), 1 was HCV-4d (previously defined as genotype 1b) and 1 was HCV-1b (previously defined as genotype 2a/2c). In the other cases, NS3 sequencing precisely resolved the either previous undetermined/discordant subtype 1 or double genotype/subtype assignment by commercial genotyping assays. Resistance-associated variants (RAVs) to PI were detected in 31.0% of samples. This prevalence changed according to PI experience (17.1% in PI-naive patients versus 79.2% in boceprevir/telaprevir/simeprevir-failing patients). Among 96 patients with available virological outcome following boceprevir/telaprevir treatment, a trend of association between baseline NS3 RAVs and virological failure was observed (particularly for HCV-1a-infected patients: 3/21 failing patients versus 0/22 achieving sustained virological response; P = 0.11). CONCLUSIONS: HCV-NS3 sequencing provides reliable results and at the same time gives two clinically relevant pieces of information: a correct subtype/genotype assignment and the detection of variants that may interfere with the efficacy of PI.

Published
2016

3. Multiclass HCV resistance to direct-acting antiviral failure in real-life patients advocates for tailored second-line therapies

Author

Di Maio, Velia C., Cento, Valeria, Lenci, Ilaria, Aragri, Marianna, Rossi, Piera, Barbaliscia, Silvia, Melis, Michela, Verucchi, Gabriella, Magni, Carlo F., Teti, Elisabetta, Bertoli, Ada, Antonucci, Francescopaolo, Bellocchi, Maria C., Micheli, Valeria, Masetti, Chiara, Landonio, Simona, Francioso, Simona, Santopaolo, Francesco, Pellicelli, Adriano M., Calvaruso, Vincenza, Gianserra, Laura, Siciliano, Massimo, Romagnoli, Dante, Cozzolongo, Raffaele, Grieco, Antonio, Vecchiet, Jacopo, Morisco, Filomena, Merli, Manuela, Brancaccio, Giuseppina, Di Biagio, Antonio, Loggi, Elisabetta, Mastroianni, Claudio Maria, Pace Palitti, Valeria, Tarquini, Pierluigi, Puoti, Massimo, Taliani, Gloria, Sarmati, Loredana, Picciotto, Antonino, Vullo, Vincenzo, Caporaso, Nicola, Paoloni, Maurizio, Pasquazzi, Caterina, Rizzardini, Giuliano, Parruti, Giustino, Craxì, Antonio, Babudieri, Sergio, Andreoni, Massimo, Angelico, Mario, Perno, Carlo F., Ceccherini Silberstein, Francesca, Mariani, R., Iapadre, N., Grimaldi, A., Cozzolongo, R., Andreone, P., Verucchi, G., Menzaghi, B., Quirino, T., Pisani, V., Torti, MARIA CHIARA, Vecchiet, J., Bruzzone, B., De Maria, A., Marenco, S., Nicolini, L. A., Viscoli, C., Casinelli, K., Delle Monache, M., Lichtner, Miriam, Aghemo, A., Boccaccio, V., Bruno, S., Cerrone, M., Colombo, M., D'Arminio Monforte, A., Danieli, E., Donato, F., Gubertini, G., Lleo, A., Magni, C. F., Mancon, A., Monico, S., Niero, F., Russo, M. L., Gnocchi, M., Orro, A., Milanesi, L., Baldelli, E., Bertolotti, M., Borghi, V., Mussini, C., Brancaccio, G., Gaeta, G. B., Lembo, V., Sangiovanni, V., Di Marco, V., Mazzola, A., Petta, S., D'Amico, E., Cacciatore, P., Consorte, A., Pieri, A., Polilli, E., Sozio, F., Antenucci, F., Aragri, M., Baiocchi, L., Barbaliscia, S., Biliotti, Elisa, Biolato, M., Carioti, L., Ceccherini Silberstein, F., Cerasari, G., Cerva, C., Ciotti, M., D'Ambrosio, C., D'Ettorre, G., De Leonardis, F., De Sanctis, A., Di Maio, V. C., Di Paolo, D., Furlan, Caterina, Gallo, P., Gasbarrini, A., Giannelli, V., Grieco, S., Lambiase, L., Lattanzi, B., Lenci, I., Lula, R., Malagnino, V., Manuelli, M., Miglioresi, L., Milana, M., Moretti, A., Nosotti, L., Palazzo, Donatella, Pellicelli, A., Romano, M., Sarrecchia, C., Sforza, D., Sorbo, M. C., Spaziante, M., Svicher, V., Tisone, G., Vespasiani Gentilucci, U., D'Adamo, G., Mangia, A., Maida, I., Mura, M. S., Falconi, L., Di Giammartino, D., Di Maio, V., Cento, V., Lenci, I., Aragri, M., Rossi, P., Barbaliscia, S., Melis, M., Verucchi, G., Magni, C., Teti, E., Bertoli, A., Antonucci, F., Bellocchi, M., Micheli, V., Masetti, C., Landonio, S., Francioso, S., Santopaolo, F., Pellicelli, A., Calvaruso, V., Gianserra, L., Siciliano, M., Romagnoli, D., Cozzolongo, R., Grieco, A., Vecchiet, J., Morisco, F., Merli, M., Brancaccio, G., Di Biagio, A., Loggi, E., Mastroianni, C., Pace Palitti, V., Tarquini, P., Puoti, M., Taliani, G., Sarmati, L., Picciotto, A., Vullo, V., Caporaso, N., Paoloni, M., Pasquazzi, C., Rizzardini, G., Parruti, G., Craxã¬, A., Babudieri, S., Andreoni, M., Angelico, M., Perno, C., Ceccherini-Silberstein, F., Mariani, R., Iapadre, N., Grimaldi, A., Andreone, P., Menzaghi, B., Quirino, T., Pisani, V., Torti, C., Bruzzone, B., De Maria, A., Marenco, S., Nicolini, L., Viscoli, C., Casinelli, K., Delle Monache, M., Lichtner, M., Aghemo, A., Boccaccio, V., Bruno, S., Cerrone, M., Colombo, M., D'Arminio Monforte, A., Danieli, E., Donato, F., Gubertini, G., Lleo, A., Mancon, A., Monico, S., Niero, F., Russo, M., Gnocchi, M., Orro, A., Milanesi, L., Baldelli, E., Bertolotti, M., Borghi, V., Mussini, C., Gaeta, G., Lembo, V., Sangiovanni, V., DI MARCO, V., Mazzola, A., Petta, S., D'Amico, E., Cacciatore, P., Consorte, A., Pieri, A., Polilli, E., Sozio, F., Antenucci, F., Baiocchi, L., Biliotti, E., Biolato, M., Carioti, L., Cerasari, G., Cerva, C., Ciotti, M., D'Ambrosio, C., D'Ettorre, G., De Leonardis, F., De Sanctis, A., Di Paolo, D., Furlan, C., Gallo, P., Gasbarrini, A., Giannelli, V., Grieco, S., Lambiase, L., Lattanzi, B., Lula, R., Malagnino, V., Manuelli, M., Miglioresi, L., Milana, M., Moretti, A., Nosotti, L., Palazzo, D., Romano, M., Sarrecchia, C., Sforza, D., Sorbo, M., Spaziante, M., Svicher, V., Tisone, G., Vespasiani-Gentilucci, U., D'Adamo, G., Mangia, A., Maida, I., Mura, M., Falconi, L., Di Giammartino, D., Di Maio, V, Cento, V, Lenci, I, Aragri, M, Rossi, P, Barbaliscia, S, Melis, M, Verucchi, G, Magni, C, Teti, E, Bertoli, A, Antonucci, F, Bellocchi, M, Micheli, V, Masetti, C, Landonio, S, Francioso, S, Santopaolo, F, Pellicelli, A, Calvaruso, V, Gianserra, L, Siciliano, M, Romagnoli, D, Cozzolongo, R, Grieco, A, Morisco, F, Merli, M, Brancaccio, G, Di Biagio, A, Loggi, E, Mastroianni, C, Pace Palitti, V, Tarquini, P, Puoti, M, Taliani, G, Sarmati, L, Picciotto, A, Vullo, V, Caporaso, N, Paoloni, M, Pasquazzi, C, Rizzardini, G, Parruti, G, Craxì, A, Babudieri, S, Andreoni, M, Angelico, M, Perno, C, Ceccherini-Silberstein, F, Velia C. Di Maio, Valeria Cento, Ilaria Lenci, Marianna Aragri, Piera Rossi, Silvia Barbaliscia, Michela Meli, Gabriella Verucchi, Carlo F. Magni, Elisabetta Teti, Ada Bertoli, Francesco Paolo Antonucci, Maria C. Bellocchi, Valeria Micheli, Chiara Masetti, Simona Landonio, Simona Francioso, Francesco Santopaolo, Adriano M. Pellicelli, Vincenza Calvaruso, Laura Gianserra, Massimo Siciliano, Dante Romagnoli, Raffaele Cozzolongo, Antonio Grieco, Jacopo Vecchiet, Filomena Morisco, Manuela Merli, Giuseppina Brancaccio, Antonio Di Biagio, Elisabetta Loggi, Claudio M. Mastroianni, Valeria Pace Palitti, Pierluigi Tarquini, Massimo Puoti, Gloria Taliani, Loredana Sarmati, Antonino Picciotto, Vincenzo Vullo, Nicola Caporaso, Maurizio Paoloni, Caterina Pasquazzi, Giuliano Rizzardini, Giustino Parruti, Antonio Craxì, Sergio Babudieri, Massimo Andreoni, Mario Angelico, Carlo F. Perno, Francesca Ceccherini-Silberstein, for the HCV Italian Resistance Network Study Group: [.., P. Andreone, E. Loggi, G. Verucchi, ], Di Maio, Velia C., Cento, Valeria, Lenci, Ilaria, Aragri, Marianna, Rossi, Piera, Barbaliscia, Silvia, Melis, Michela, Verucchi, Gabriella, Magni, Carlo F., Teti, Elisabetta, Bertoli, Ada, Antonucci, Francescopaolo, Bellocchi, Maria C., Micheli, Valeria, Masetti, Chiara, Landonio, Simona, Francioso, Simona, Santopaolo, Francesco, Pellicelli, Adriano M., Calvaruso, Vincenza, Gianserra, Laura, Siciliano, Massimo, Romagnoli, Dante, Cozzolongo, Raffaele, Grieco, Antonio, Vecchiet, Jacopo, Morisco, Filomena, Merli, Manuela, Brancaccio, Giuseppina, Di Biagio, Antonio, Loggi, Elisabetta, Mastroianni, Claudio M., Pace Palitti, Valeria, Tarquini, Pierluigi, Puoti, Massimo, Taliani, Gloria, Sarmati, Loredana, Picciotto, Antonino, Vullo, Vincenzo, Caporaso, Nicola, Paoloni, Maurizio, Pasquazzi, Caterina, Rizzardini, Giuliano, Parruti, Giustino, Craxã¬, Antonio, Babudieri, Sergio, Andreoni, Massimo, Angelico, Mario, Perno, Carlo F., Ceccherini-Silberstein, Francesca, Nicolini, L. A., Magni, C. F., Russo, M. L., Gaeta, G. B., Di Marco, V., Di Maio, V. C., Sorbo, M. C., Mura, M. S., Di Maio, Velia C, Magni, Carlo F, Bellocchi, Maria C, Pellicelli, Adriano M, Mastroianni, Claudio M, Craxì, Antonio, Perno, Carlo F, and Ceccherini Silberstein, Francesca

Subjects
Male, 0301 basic medicine, hepatitis C virus, Sustained Virologic Response, Sofosbuvir, Hepacivirus, Drug Resistance, resistance-associated substitutions, Viral Nonstructural Proteins, VARIANTS, NS5A, medicine.disease_cause, Gastroenterology, chemistry.chemical_compound, 0302 clinical medicine, Recurrence, INFECTION, antiviral therapy, Medicine, hepatitis C viru, Viral, Treatment Failure, Chronic, direct-acting antivirals, resistance test, hepatology, biology, GENOTYPE 1, virus diseases, Middle Aged, Settore MED/07 - Microbiologia e Microbiologia Clinica, Hepatitis C, Italy, Combination, Interferon, Drug Therapy, Combination, Female, 030211 gastroenterology & hepatology, Author Keywords:antiviral therapy, RIBAVIRIN, Sequence Analysis, Human, medicine.drug, medicine.medical_specialty, Daclatasvir, Genotype, Hepatitis C virus, Antiviral Agents, LONG-TERM PERSISTENCE, DACLATASVIR, 03 medical and health sciences, Drug Therapy, Aged, Drug Resistance, Viral, Hepatitis C, Chronic, Humans, Interferons, Mutation, Ribavirin, Sequence Analysis, DNA, Hepatology, TREATMENT-NAIVE, Internal medicine, Antiviral Agent, resistance-associated substitution, direct-acting antiviral, Hepaciviru, resistance test KeyWords Plus:HEPATITIS-C VIRUS, business.industry, Viral Nonstructural Protein, DNA, biology.organism_classification, Clinical trial, 030104 developmental biology, SOFOSBUVIR, chemistry, Sequence Analysi, Immunology, business
Abstract

Background & Aims: Despite the excellent efficacy of direct-acting antivirals (DAA) reported in clinical trials, virological failures can occur, often associated with the development of resistance-associated substitutions (RASs). This study aimed to characterize the presence of clinically relevant RASs to all classes in real-life DAA failures. Methods: Of the 200 virological failures that were analyzed in 197 DAA-treated patients, 89 with pegylated-interferon+ribavirin (PegIFN+RBV) and 111 without (HCV-1a/1b/1g/2/3/4=58/83/1/6/24/25; 56.8% treatment experienced; 65.5% cirrhotic) were observed. Sanger sequencing of NS3/NS5A/NS5B was performed by home-made protocols, at failure (N= 200) and whenever possible at baseline (N= 70). Results: The majority of the virological failures were relapsers (57.0%), 22.5% breakthroughs, 20.5% non-responders. RAS prevalence varied according to IFN/RBV use, DAA class, failure type and HCV genotype/subtype. It was 73.0% in IFN group vs 49.5% in IFN free, with the highest prevalence of NS5A-RASs (96.1%), compared to NS3-RASs (75.9% with IFN, 70.5% without) and NS5B-RASs (66.6% with IFN, 20.4% without, in sofosbuvir failures). In the IFN-free group, RASs were higher in breakthrough/non-responders than in relapsers (90.5% vs 40.0%, P= 2 DAA classes showed multiclass resistance, including 11/11 NS3+NS5A failures. Furthermore, 20.0% of patients had baseline-RASs, which were always confirmed at failure. Conclusions: In our failure setting, RAS prevalence was remarkably high in all genes, with a partial exception for NS5B, whose limited resistance is still higher than previously reported. This multiclass resistance advocates for HCV resistance testing at failure, in all three genes for the best second-line therapeutic tailoring.

Published
2017

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