DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Sustained virological response with intravenous silibinin: individualized IFN-free therapy via real-time modelling of HCV kinetics

Abstract

Background & Aims: Intravenous silibinin (SIL) is a potent antiviral agent against hepatitis C virus (HCV) genotype-1. In this study, we tested: (i) whether interferon-alfa (IFN)-free treatment with SIL plus ribavirin (RBV) can achieve sustained virological response (SVR); (ii) whether SIL is safe and feasible for prolonged duration of treatment and (iii) whether mathematical modelling of early on-treatment HCV kinetics can guide duration of therapy to achieve SVR. Methods: A 44 year-old female HCV-(genotype-1)-infected patient who developed severe psychiatric adverse events to a previous course of pegIFN+RBV, initiated combination treatment with 1200 mg/day of SIL, 1200 mg/day of RBV and 6000 u/day vitamin D. Blood samples were collected frequently till week 4, thereafter every 1–12 weeks until the end of therapy. The standard biphasic mathematical model with time-varying SIL effectiveness was used to predict the duration of therapy to achieve SVR. Results: Based on modelling the observed viral kinetics during the first 3 weeks of treatment, SVR was predicted to be achieved within 34 weeks of therapy. Provided with this information, the patient agreed to complete 34 weeks of treatment. IFN-free treatment with SIL+RBV was feasible, safe and achieved SVR (week-33). Conclusions: We report, for the first time, the usemore » of real-time mathematical modelling of HCV kinetics to individualize duration of IFN-free therapy and to empower a patient to participate in shared decision making regarding length of treatment. Lastly, SIL-based individualized therapy provides a treatment option for patients who do not respond to or cannot receive other HCV agents and should be further validated.« less

Authors:
 [1];  [2];  [3];  [4];  [5];  [5];  [6];  [7];  [7];  [2];  [3]
  1. Loyola Univ. Medical Center, Maywood IL (United States). Division of Hepatology; Los Alamos National Lab. (LANL), Los Alamos, NM (United States). Theoretical Biology and Biophysics
  2. Share'e Zedek Medical Center, Jerusalem (Israel). Digestive Disease Inst.
  3. Share'e Zedek Medical Center, Jerusalem (Israel). Digestive Disease Inst., Liver Unit
  4. Loyola Univ. Medical Center, Maywood IL (United States). Division of Hepatology
  5. Rottapharm Madaus, Monza (Italy)
  6. Share'e Zedek Medical Center, Jerusalem (Israel). Nursing Division
  7. Share'e Zedek Medical Center, Jerusalem (Israel). Internal medicine
Publication Date:
Research Org.:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Org.:
USDOE; National Institutes of Health (NIH)
OSTI Identifier:
1282055
Alternate Identifier(s):
OSTI ID: 1321740
Report Number(s):
LA-UR-14-23527
Journal ID: ISSN 1478-3223
Grant/Contract Number:  
AC52-06NA25396; R01-AI078881; P20-GM103452
Resource Type:
Accepted Manuscript
Journal Name:
Liver International
Additional Journal Information:
Journal Volume: 35; Journal Issue: 2; Journal ID: ISSN 1478-3223
Publisher:
Wiley
Country of Publication:
United States
Language:
English
Subject:
60 APPLIED LIFE SCIENCES; 59 BASIC BIOLOGICAL SCIENCES; hepatitis C; individualized therapy; interferon-free treatment; mathematical modelling; silibinin; sustained virological response; viral kinetics; mathematical modeling

Citation Formats

Dahari, Harel, Shteingart, Shimon, Gafanovich, Inna, Cotler, Scott J., D'Amato, Massimo, Pohl, Ralf T., Weiss, Gali, Ashkenazi, Yaakov J., Tichler, Thomas, Goldin, Eran, and Lurie, Yoav. Sustained virological response with intravenous silibinin: individualized IFN-free therapy via real-time modelling of HCV kinetics. United States: N. p., 2014. Web. doi:10.1111/liv.12692.
Dahari, Harel, Shteingart, Shimon, Gafanovich, Inna, Cotler, Scott J., D'Amato, Massimo, Pohl, Ralf T., Weiss, Gali, Ashkenazi, Yaakov J., Tichler, Thomas, Goldin, Eran, & Lurie, Yoav. Sustained virological response with intravenous silibinin: individualized IFN-free therapy via real-time modelling of HCV kinetics. United States. https://doi.org/10.1111/liv.12692
Dahari, Harel, Shteingart, Shimon, Gafanovich, Inna, Cotler, Scott J., D'Amato, Massimo, Pohl, Ralf T., Weiss, Gali, Ashkenazi, Yaakov J., Tichler, Thomas, Goldin, Eran, and Lurie, Yoav. Fri . "Sustained virological response with intravenous silibinin: individualized IFN-free therapy via real-time modelling of HCV kinetics". United States. https://doi.org/10.1111/liv.12692. https://www.osti.gov/servlets/purl/1282055.
@article{osti_1282055,
title = {Sustained virological response with intravenous silibinin: individualized IFN-free therapy via real-time modelling of HCV kinetics},
author = {Dahari, Harel and Shteingart, Shimon and Gafanovich, Inna and Cotler, Scott J. and D'Amato, Massimo and Pohl, Ralf T. and Weiss, Gali and Ashkenazi, Yaakov J. and Tichler, Thomas and Goldin, Eran and Lurie, Yoav},
abstractNote = {Background & Aims: Intravenous silibinin (SIL) is a potent antiviral agent against hepatitis C virus (HCV) genotype-1. In this study, we tested: (i) whether interferon-alfa (IFN)-free treatment with SIL plus ribavirin (RBV) can achieve sustained virological response (SVR); (ii) whether SIL is safe and feasible for prolonged duration of treatment and (iii) whether mathematical modelling of early on-treatment HCV kinetics can guide duration of therapy to achieve SVR. Methods: A 44 year-old female HCV-(genotype-1)-infected patient who developed severe psychiatric adverse events to a previous course of pegIFN+RBV, initiated combination treatment with 1200 mg/day of SIL, 1200 mg/day of RBV and 6000 u/day vitamin D. Blood samples were collected frequently till week 4, thereafter every 1–12 weeks until the end of therapy. The standard biphasic mathematical model with time-varying SIL effectiveness was used to predict the duration of therapy to achieve SVR. Results: Based on modelling the observed viral kinetics during the first 3 weeks of treatment, SVR was predicted to be achieved within 34 weeks of therapy. Provided with this information, the patient agreed to complete 34 weeks of treatment. IFN-free treatment with SIL+RBV was feasible, safe and achieved SVR (week-33). Conclusions: We report, for the first time, the use of real-time mathematical modelling of HCV kinetics to individualize duration of IFN-free therapy and to empower a patient to participate in shared decision making regarding length of treatment. Lastly, SIL-based individualized therapy provides a treatment option for patients who do not respond to or cannot receive other HCV agents and should be further validated.},
doi = {10.1111/liv.12692},
journal = {Liver International},
number = 2,
volume = 35,
place = {United States},
year = {Fri Oct 10 00:00:00 EDT 2014},
month = {Fri Oct 10 00:00:00 EDT 2014}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 24 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Hepatitis C virus: Here comes all-oral treatment
journal, March 2014


Is the HCV Pipeline Heading in the Right Direction?
journal, March 2013


Silibinin Is a Potent Antiviral Agent in Patients With Chronic Hepatitis C Not Responding to Pegylated Interferon/Ribavirin Therapy
journal, November 2008


Understanding silibinin’s modes of action against HCV using viral kinetic modeling
journal, May 2012


Intravenous silibinin monotherapy shows significant antiviral activity in HCV-infected patients in the peri-transplantation period
journal, March 2013


Silymarin for HCV infection
journal, January 2013

  • Polyak, Stephen J.; Oberlies, Nicholas H.; Pécheur, Eve-Isabelle
  • Antiviral Therapy, Vol. 18, Issue 2
  • DOI: 10.3851/IMP2402

A Comprehensive Hepatitis C Viral Kinetic Model Explaining Cure
journal, May 2010

  • Snoeck, E.; Chanu, P.; Lavielle, M.
  • Clinical Pharmacology & Therapeutics, Vol. 87, Issue 6
  • DOI: 10.1038/clpt.2010.35

Modelling how ribavirin improves interferon response rates in hepatitis C virus infection
journal, December 2004

  • Dixit, Narendra M.; Layden-Almer, Jennifer E.; Layden, Thomas J.
  • Nature, Vol. 432, Issue 7019
  • DOI: 10.1038/nature03153

Individualized treatment for patients with low HCV load (Genotype 1): A viral kinetic approach
journal, April 2014

  • Dahari, Harel; Cotler, Scott J.
  • Hepatology, Vol. 59, Issue 6
  • DOI: 10.1002/hep.26772

Vitamin D: An innate antiviral agent suppressing hepatitis C virus in human hepatocytes
journal, October 2011

  • Gal-Tanamy, Meital; Bachmetov, Larisa; Ravid, Amiram
  • Hepatology, Vol. 54, Issue 5
  • DOI: 10.1002/hep.24575

Classical and Emerging Roles of Vitamin D in Hepatitis C Virus Infection
journal, November 2011

  • Gutierrez, Julio; Parikh, Neil; Branch, Andrea
  • Seminars in Liver Disease, Vol. 31, Issue 04
  • DOI: 10.1055/s-0031-1297927

Vitamin D supplementation improves sustained virologic response in chronic hepatitis C (genotype 1)-naïve patients
journal, January 2011


Hepatitis C Viral Dynamics in Vivo and the Antiviral Efficacy of Interferon- Therapy
journal, October 1998


Mathematical Modeling of HCV Infection and Treatment
book, January 2009


Severity of liver disease affects HCV kinetics in patients treated with intravenous silibinin monotherapy
journal, January 2014

  • Canini, Laetitia; DebRoy, Swati; Mariño, Zoe
  • Antiviral Therapy, Vol. 20, Issue 2
  • DOI: 10.3851/IMP2806

Visualizing Hepatitis C Virus Infections in Human Liver by Two-Photon Microscopy
journal, October 2009


Intravenous silibinin as ‘rescue treatment’ for on-treatment non-responders to pegylated interferon/ribavirin combination therapy
journal, January 2011

  • Rutter, Karoline; Scherzer, Thomas-Matthias; Beinhardt, Sandra
  • Antiviral Therapy, Vol. 16, Issue 8
  • DOI: 10.3851/IMP1942

Successful prevention of hepatitis C virus (HCV) liver graft reinfection by silibinin mono-therapy
journal, June 2010


Is genotype 3 of the hepatitis C virus the new villain?: Hepatology
journal, April 2014

  • Goossens, Nicolas; Negro, Francesco
  • Hepatology, Vol. 59, Issue 6
  • DOI: 10.1002/hep.26905

Failure of Intravenous Silibinin Monotherapy to Prevent Hepatitis C Genotype 2A Liver Graft Reinfection
journal, June 2012

  • Aghemo, Alessio; Bhoori, Sherrie; nicola, Stella De
  • Hepatitis Monthly, Vol. 12, Issue 6
  • DOI: 10.5812/hepatmon.6135

Hepatoprotective and antiviral functions of silymarin components in hepatitis C virus infection
journal, February 2013

  • Polyak, Stephen J.; Ferenci, Peter; Pawlotsky, Jean-Michel
  • Hepatology, Vol. 57, Issue 3
  • DOI: 10.1002/hep.26179

Successful HCV eradication and inhibition of HIV replication by intravenous silibinin in an HIV–HCV coinfected patient
journal, October 2010


Silibinin monotherapy prevents graft infection after orthotopic liver transplantation in a patient with chronic hepatitis C
journal, March 2011

  • Beinhardt, Sandra; Rasoul-Rockenschaub, Susanne; Scherzer, Thomas Matthias
  • Journal of Hepatology, Vol. 54, Issue 3
  • DOI: 10.1016/j.jhep.2010.09.009

Silibinin mode(s) of action against hepatitis C virus: A controversy yet to be resolved
journal, June 2011

  • Dahari, Harel; Guedj, Jeremie; Perelson, Alan S.
  • Hepatology, Vol. 54, Issue 2
  • DOI: 10.1002/hep.24310

Silymarin Inhibits In Vitro T-Cell Proliferation and Cytokine Production in Hepatitis C Virus Infection
journal, February 2010


Amanita poisoning: Treatment and the role of liver transplantation
journal, January 1989


International, multicenter, randomized, controlled study comparing dynamically individualized versus standard treatment in patients with chronic hepatitis C
journal, August 2005

  • Zeuzem, Stefan; Pawlotsky, Jean-Michel; Lukasiewicz, Esther
  • Journal of Hepatology, Vol. 43, Issue 2
  • DOI: 10.1016/j.jhep.2005.05.016

Modeling shows that the NS5A inhibitor daclatasvir has two modes of action and yields a shorter estimate of the hepatitis C virus half-life
journal, February 2013

  • Guedj, J.; Dahari, H.; Rong, L.
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 10
  • DOI: 10.1073/pnas.1203110110

Hepatitis C can be cured globally, but at what cost?
journal, July 2014


Works referencing / citing this record:

A Parameter Estimation Method for Multiscale Models of Hepatitis C Virus Dynamics
journal, July 2019

  • Reinharz, Vladimir; Churkin, Alexander; Lewkiewicz, Stephanie
  • Bulletin of Mathematical Biology, Vol. 81, Issue 10
  • DOI: 10.1007/s11538-019-00644-7

Ribavirin facilitates early viral kinetics in chronic hepatitis C patients receiving daclatasvir/asunaprevir
journal, July 2019

  • Huang, Chung‐Feng; Yeh, Ming‐Lun; Huang, Ching‐I
  • Journal of Gastroenterology and Hepatology, Vol. 35, Issue 1
  • DOI: 10.1111/jgh.14815

Early HCV viral kinetics under DAAs may optimize duration of therapy in patients with compensated cirrhosis
journal, December 2018

  • Gambato, Martina; Canini, Laetitia; Lens, Sabela
  • Liver International, Vol. 39, Issue 5
  • DOI: 10.1111/liv.14014

Rational Design and Adaptive Management of Combination Therapies for Hepatitis C Virus Infection
journal, June 2015


Silymarin/Silybin and Chronic Liver Disease: A Marriage of Many Years
journal, January 2017


Plasma Hepatitis E Virus Kinetics in Solid Organ Transplant Patients Receiving Ribavirin
journal, July 2019

  • Lhomme, Sebastien; DebRoy, Swati; Kamar, Nassim
  • Viruses, Vol. 11, Issue 7
  • DOI: 10.3390/v11070630

A Robust and Efficient Numerical Method for RNA-Mediated Viral Dynamics
journal, October 2017

  • Reinharz, Vladimir; Churkin, Alexander; Dahari, Harel
  • Frontiers in Applied Mathematics and Statistics, Vol. 3
  • DOI: 10.3389/fams.2017.00020

Silymarin/Silybin and Chronic Liver Disease: A Marriage of Many Years
journal, January 2017