| Literature DB >> 28545127 |
Valeria Cento1, Thi Huyen Tram Nguyen2, Domenico Di Carlo1, Elisa Biliotti3, Laura Gianserra4, Ilaria Lenci5, Daniele Di Paolo5, Vincenza Calvaruso6, Elisabetta Teti7, Maddalena Cerrone8, Dante Romagnoli9, Michela Melis10, Elena Danieli11, Barbara Menzaghi12, Ennio Polilli13, Massimo Siciliano14, Laura Ambra Nicolini15, Antonio Di Biagio15, Carlo Federico Magni16, Matteo Bolis16, Francesco Paolo Antonucci1, Velia Chiara Di Maio1, Roberta Alfieri17, Loredana Sarmati7, Paolo Casalino1, Sergio Bernardini1, Valeria Micheli18, Giuliano Rizzardini16,19, Giustino Parruti13, Tiziana Quirino12, Massimo Puoti11, Sergio Babudieri10, Antonella D'Arminio Monforte8, Massimo Andreoni7, Antonio Craxì6, Mario Angelico5, Caterina Pasquazzi4, Gloria Taliani3, Jeremie Guedj2, Carlo Federico Perno1, Francesca Ceccherini-Silberstein1.
Abstract
BACKGROUND: Intracellular HCV-RNA reduction is a proposed mechanism of action of direct-acting antivirals (DAAs), alternative to hepatocytes elimination by pegylated-interferon plus ribavirin (PR). We modeled ALT and HCV-RNA kinetics in cirrhotic patients treated with currently-used all-DAA combinations to evaluate their mode of action and cytotoxicity compared with telaprevir (TVR)+PR. STUDYEntities:
Mesh:
Substances:
Year: 2017 PMID: 28545127 PMCID: PMC5436665 DOI: 10.1371/journal.pone.0177352
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Characteristics of the study population.
| IFN-free, all-DAA regimens | Telaprevir and pegIFN | P-value | |||||
|---|---|---|---|---|---|---|---|
| Paritaprevir, ombitasvir and dasabuvir | Daclatasvir and asunaprevir | Daclatasvir and sofosbuvir | Sofosbuvir and simeprevir | ||||
| 32 | 9 | 5 | 35 | 30 | |||
| 1a | 8 (25.0) | 0 (0.0) | 2 (40.0) | 20 (57.1) | 13 (43.3) | 0.545 | |
| 1b | 24 (75.0) | 9 (100) | 3 (60.0) | 15 (42.9) | 17 (56.7) | ||
| 23 (71.9) | 6 (66.7) | 4 (80.0) | 24 (68.6) | 22 (73.3) | 0.760 | ||
| 58 (53–65) | 65 (56–68) | 53 (50–54) | 56 (51–64) | 55 (51–63) | 0.300 | ||
| 26.7 (17.3–33.8) | 28.4 (16–31) | 22.8 (12.1–72) | 20.4 (16.6–27.7) | 21 (19–26) | 0.367 | ||
| 6 (18.8) | 1 (11.1) | 1 (20.0) | 8 (22.9) | 7 (23.3) | 0.793 | ||
| Non responder | 17 (53.1) | 6 (66.7) | 2 (40.0) | 17 (48.6) | 15 (50) | 1.000 | |
| Relapser | 7 (21.9) | 2 (22.2) | 2 (40.0) | 5 (14.3) | 8 (26.7) | 0.445 | |
| Breakthrough | 0 (0.0) | 0 (0.0) | 0 (0.0) | 2 (5.7) | 0 (0.0) | 1.000 | |
| Other | 2 (6.3) | 0 (0.0) | 0 (0.0) | 3 (8.6) | 0 (0.0) | 0.321 | |
| 2 (6.3) | 0 (0.0) | 1 (20.0) | 5 (14.3) | 0 (0.0) | 0.074 | ||
| 32 (100) | 0 (0.0) | 3 (60.0) | 21 (60.0) | 30 (100) | 0.001 | ||
| 5.5 (5.1–6) | 5.8 (5.4–6.1) | 5.5 (5.3–6.3) | 5.8 (5.2–6.2) | 6.0 (5.7–6.7) | 0.006 | ||
| 74 (60–127) | 118 (70–155) | 111 (102–139) | 96 (77–166) | 95 (65–144) | 0.963 | ||
| 85 (63–125) | 133 (91–170) | 128 (122–134) | 96 (72–129) | 72 (51–100) | 0.015 | ||
| 32 (100) | 8 (88.9) | 4 (80.0) | 32 (91.4) | 20 (66.7) | <0.001 | ||
a P-values were calculated by Fisher exact test for categorical variables and by Mann-Whitney test for continuous variables. The comparison was performed for telaprevir and pegIFN patients vs. all DAA-treated patients.
b Baseline stiffness value was available for 30 paritaprevir, ombitasvir and dasabuvir treated patients, 9 daclatasvir and asunaprevir patients, 3 daclatasvir and sofosbuvir patients, 29 sofosbuvir and simeprevir patients, and 21 telaprevir and pegIFN treated patients.
ALT, alanine transaminase; AST, aspartate aminotransferase; DAAs, Direct Acting Antivirals; HCV, hepatitis C virus; IFN, interferon; IQR, interquartile range; PI, protease inhibitor; RBV, ribavirin; SVR12, sustained virological response after 12 weeks of follow-up.
Fig 1Biphasic kinetics of HCV-RNA decay, and ALT drop during all-DAA and TVR+PR treatment and follow-up.
In upper panels, median values with 95% confidence interval of HCV-RNA (black dots) and ALT (grey squares) during all-DAAs (panel A) and TVR+PR (panel B) treatment are reported. End of follow-up is at 12 weeks after treatment discontinuation. Black dotted line represents the lower limit of detection of HCV-RNA (12–15 IU/ml). Grey dotted line represents normality range of ALT values in females (45 IU/ml). Histograms in lower panels represent the percentages of patients with HCV-RNA below the lower limit of detection (panel C) and with normal ALT values (panel D) during all-DAAs (black) and TVR+PR (grey) treatment. Normal ALT values were considered as <55 IU/ml in men, and <45 IU/ml in women. ALT, alanine transaminase; DAA, direct-acting antivirals; EOT, end of treatment; IU, international units; LLOD, lower limit of detection (<12–15 IU/ml, not detected); PR, pegylated interferon and ribavirin; TVR, telaprevir. * p-value <0.05 by Fisher exact test; ** p-value ≤0.001 by Fisher exact test.
Population kinetic parameters for the best HCV and ALT kinetic model.
| Parameters | Fixed effect (RSE%) | p-value | Standard deviation (RSE%) | |
|---|---|---|---|---|
| GT 1a | 5.98 (2) | 0.00086 | 0.099 (7) | |
| GT 1b | 5.61 (1) | |||
| NS5A-containing | 7.88 (8) | 0.00071 | 0.34 (15) | |
| SOF+SMV and TVR+PR | 5.28 (9) | |||
| NS5A-containing | 0.21 (6) | 0.0012 | 0.415 (8) | |
| NS5A-free | 0.27 (5) | |||
| All-DAA | 0.998 (2) | 0.01 | 0.16 (10) | |
| TVR+PR | 0.999 (4) | |||
| 0.288 (4) | ||||
| 103 (4) | 0.42 (8) | |||
| All-DAA | 26.3 (9) | 2.4 x 10−7 | 0.48 (8) | |
| TVR+PR | 43.4 (6) | |||
| NS5A-containing | 0.27 (8) | 0.30 (25) | ||
| NS5A-free | 0.17 (8) | 0.00015 | ||
| Correlation ηALTss, ηALT0 | 0.57 (14) | |||
| 0.21 (5) | ||||
RSE, residual standard error; VL, viral load; IU, international units; GT, genotype; DCV, daclatasvir; ASV, asunaprevir; 3D, paritaprevir/ritonavir, ombitasvir and dasabuvir; RBV, ribavirin; SOF, sofosbuvir; SMV, simeprevir; TVR, telaprevir; PR, pegylated interferon and ribavirin; ALT, alanine transaminase; DAA, direct-acting antivirals
aInfected hepatocytes are cleared with a rate δ. The free virions V are released from the infected cells at a rate ρ, infect the target cells at a rate β and are cleared from the circulation with a rate c. Antivirals block the production of new virus with an effectiveness ε. ALT0 represent baseline ALT, while ALTss represent ALT values at steady-stade, represented by week-4 value in this study; λ is the rate of ALT decline from the baseline to a new lower set point value after treatment initiation.
Fig 2Predicted kinetic profiles obtained by simulations from the viral and ALT kinetic models.
(panel A) Different viral kinetics according to HCV-genotypes, NS5A-inhibitors and interferon administration, (panel B) Different ALT kinetics according to NS5A-inhibitors and interferon administration. ALT, alanine transaminase; IFN, interferon.
Cox analysis for factors influencing ALT normalization during treatment.
| Variables | Hazard ratio of achieving normal ALT | |||||
|---|---|---|---|---|---|---|
| Crude | Adjusted | Adjusted | ||||
| HR (95% C.I.) | p-value | HR (95% C.I.) | p-value | HR (95% C.I.) | p-value | |
| - | - | |||||
| 1.39 (0.94–2.06) | 0.098 | 1.32 (0.88–1.98) | 0.176 | 0.89 (0.58–1.36) | 0.581 | |
| - | - | |||||
| 1.27 (0.98–1.66) | 0.076 | 1.04 (0.76–1.44) | 0.796 | 1.14 (0.82–1.58) | 0.441 | |
| 0.76 (0.54–1.07) | 0.115 | 0.73 (0.51–1.04) | 0.080 | |||
| | 1 | - | - | - | - | - |
| | 0.85 (0.48–1.52) | 0.588 | - | - | - | - |
| | 0.77 (0.47–1.26) | 0.297 | - | - | - | - |
| | 0.83 (0.36–1.95) | 0.676 | - | - | - | - |
| 1.30 (0.63–2.67) | 0.482 | - | - | - | - | |
| 0.66 (0.33–1.31) | 0.232 | - | - | - | - | |
| 1.06 (0.65–1.74) | 0.822 | 0.71 (0.44–1.16) | 0.168 | |||
a Adjusted for pegIFN administration, HCV-RNA decay BL-2w, baseline HCV-RNA, ribavirin administration.
b Adjusted for NS5A-inhibitors administration, HCV-RNA decay BL-2w, baseline HCV-RNA, ribavirin administration.
c Reference group (dummy).
ALT, alanine transaminase; BL, baseline; CI, confidence interval; HR, hazard ratio; pegIFN, pegylated interferon; PI, protease inhibitors. Normal ALT values were considered as <55 IU/ml in men, and <45 IU/ml in women. Only factors with p<0.100 in univariate analysis were included in multivariate analysis. HR in boldface represents factors having a p-value <0.050.
Fig 3Decrease of viral load and ALT at different time points under treatment according to NS5A-inhibitors and interferon administration.
These graphs shows the median of predictions of ALT and HCV-RNA in different groups of treatment obtained by simulations from the parameter estimates of the two models. ALT, alanine transaminase; IFN, interferon.