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Respuesta del virus de la hepatitis C a inhibidores. 
Influencia de los espectros de mutantes y fitness 
replicativo 
Esteban Domingo 
-Centro de Biología Molecular 
“Severo Ochoa”(CSIC-UAM), 
Cantoblanco, Madrid 
edomingo@cbm.csic.es 
-Centro de Astrobiología 
(CSIC-INTA), Torrejón de 
Ardoz, Madrid 
-Centro de Investigación Biomédica 
en Red de Enfermedades Hepáticas 
y Digestivas (CIBERehd), Barcelona
Quasispecies dynamics and viral fitness 
Mechanisms of antiviral drug resistance 
Antiviral strategies and lethal mutagenesis 
New antiviral options for hepatitis C virus 
infections 
Problems, prospects and conclusions
MUTANT 
SPECTRUM 
CONSENSUS 
* 
* 
* * 
* * 
* 
* * 
* 
* 
* 
* * 
* 
* * 
* 
* 
* 
* 
* 
*
Intra-host heterogeneity 
Experimental evolution
Basis of quasispecies dynamics of RNA viruses 
High mutation rates 
10-3 to 10-5 subst./nt 
~106-fold higher than for cellular DNA 
Rapid genome replication and high virus turnover 
in infected hosts 
Principles of Darwinian evolution 
Reproduction with genetic variation 
Competition 
Selection 
Intra-population interactions: complementation 
and interference 
Bottleneck events 
Extensions: 
Cellular communities (tumor cells, 
eukaryotic parasites, bacteria) 
and prions 
Domingo, Sheldon, and Perales, 2012 MMBR 76:159-216
Transmission and passage conditions can affect viral fitness 
Domingo, Sheldon, and Perales, 2012 MMBR 76:159-216
1 to 10110-1012 
1
Mechanisms of antiviral drug resistance 
Presence of inhibitor-escape mutants (generally 
in the range of 10-3 to 10-5, depending on the 
genetic and phenotypic barriers to resistance) 
Genetic barrier: number and types of 
mutations needed to acquire resistance 
Phenotypic barrier: fitness cost imposed by the 
resistance mutations 
Fitness can be a multidrug resistance 
determinant in HCV, independent of the presence 
of specific resistance mutations
Cell culture system for HCV 
HCVcc (Genotype 2a) 
5’UTR 3’UTR 
C E1 E2 p7 
NS2 Gluc NS3 4A 4B 5A 5B 
GDD 
J6 JFH-1 
GNN (Control -) GNN 
From Charles Rice 
p0 p1 p2 
… 
1 passage ~ 3-4 days 
Perales et al., 2013 J. Virol. 87:7593-7607 
Human hepatoma 
Huh-7.5 cells
Serial passage of HCV in 
Huh-7.5 cells resulted in 
increased resistance to 
inhibitors that target viral 
or cellular proteins, 
despite no prior exposure 
of the virus to the drugs 
Sheldon et al., 2014 J.Virol. 88:12098-12111
The MOI-independent kinetics of HCV production excludes that resistance is due to the 
presence of inhibitor resistance mutations in the HCV populations, in agreement with 
mutant spectrum analyses 
Sheldon et al., 2014 J.Virol. 88:12098-12111
HCV biological 
clones maintain the 
resistance phenotype 
of the parental 
population 
Sheldon et al., 2014 J.Virol. 88:12098-12111
Multiple facets of resistance to antiviral inhibitors 
Resistance is dependent on population complexity, 
size, and history (molecular memory in viral 
quasispecies) 
High mutant spectrum complexity can favor the 
presence of inhibitor resistance mutations or can be a 
marker of high replicative fitness 
In HCV, high fitness is a determinant of resistance, 
independent of the presence of resistance mutations. 
Whether this mechanism applies to other viruses is an 
open question 
Drug resistance is a major factor of treatment failure
Major strategies developed to overcome the adaptive 
potential conferred by quasispecies dynamics 
Combination therapy (i.e. HAART for AIDS) 
Splitting into an induction and maintenance regimen 
Targeting of cellular functions 
Combined use of immunotherapy and chemotherapy 
Lethal mutagenesis 
Resistance mutations may jeopardize the efficacy of 
these strategies 
Domingo, Sheldon, and Perales, 2012 MMBR 76:159-216
Lethal defection: interference by RNA replication-competent defective 
genomes is involved in virus extinction 
Domingo, Sheldon, and Perales, 2012 MMBR 76:159-216
Extinction by lethal mutagenesis 
Low viral load and low fitness favor extinction 
Transition towards extinction involves decreases of 
specific infectivity, and no change of the consensus 
sequence of the population 
Mutagen-resistant mutants appear to be less frequent 
than inhibitor-resistant mutants. However, selection of 
mutagen-resistant mutants can jeopardize extinction 
Mutagens and inhibitors used together can be more 
effective than either of them alone. However, experiments 
and a model system developed with replicative parameters 
of FMDV indicated that a combination therapy may not 
be the best option
Sequential versus combination treatment 
I+Mut. 
+I +Mut. 
Iranzo et al., 2011 P.N.A.S. 108(38): 16008-13 
+I 
+Mut. 
I+Mut. 
Perales et al., 2009 PLoS Pathog 5: e1000658
A 
Viral titer (TCID50/ml) 
6 
5 
10 
4 
10 
3 
10 
2 
10 
10 
Viral titer (TCID50/ml) 
10 
Control 
(no virus) 
No drugs 
IFN-a 1 IU/ml, Rib 50 mM 
IFN-a 2 IU/ml, Rib 50 mM 
IFN-a 4 IU/ml, Rib 50 mM 
[IFN-a 1 IU/ml+Rib 50 mM] 
[IFN-a 2 IU/ml+Rib 50 mM] 
[IFN-a 4 IU/ml+Rib 50 mM] 
6 
10 
5 
10 
4 
10 
3 
10 
2 
10 
10 
B 
Viral titer (TCID50/ml) 
7 
10 
6 
5 
10 
4 
10 
3 
10 
2 
10 
10 
Viral titer (TCID50/ml) 
10 
Control 
(no virus) 
No drugs 
TPV 400 nM, Rib 50 mM 
TPV 600 nM, Rib 50 mM 
TPV 800 nM, Rib 50 mM 
[TPV 400 nM+Rib 50 mM] 
[TPV 600 nM+Rib 50 mM] 
[TPV 800 nM+Rib 50 mM] 
7 
10 
6 
10 
5 
10 
4 
10 
3 
10 
2 
10 
10 
Combination 
Combination 
Sequential 
Sequential
C 
Viral titer (TCID50/ml) 
7 
10 
6 
5 
10 
4 
10 
3 
10 
2 
10 
10 
Viral titer (TCID50/ml) 
10 
Control 
(no virus) 
No drugs 
DCV 100 pM, Rib 50 mM 
DCV 200 pM, Rib 50 mM 
DCV 500 pM, Rib 50 mM 
[DCV 100 pM+Rib 50 mM] 
[DCV 200 pM+Rib 50 mM] 
[DCV 500 pM+Rib 50 mM] 
7 
10 
6 
10 
5 
10 
4 
10 
3 
10 
2 
10 
10 
D 
Viral titer (TCID50/ml) 
6 
5 
10 
4 
10 
3 
10 
2 
10 
10 
Viral titer (TCID50/ml) 
10 
Control 
(no virus) 
No drugs 
CsA 400 nM, Rib 50 mM 
CsA 600 nM, Rib 50 mM 
CsA 800 nM, Rib 50 mM 
[CsA 400 nM+Rib 50 mM] 
[CsA 600 nM+Rib 50 mM] 
[CsA 800 nM+Rib 50 mM] 
6 
10 
5 
10 
4 
10 
3 
10 
2 
10 
10 
Combination 
Combination 
Sequential 
Sequential
Prospects: Will lethal mutagenesis find a clinical application? 
Increased mutagenesis is a natural defense mechanism (APOBEC, 
ADAR, RIP) 
5-Fluorouracil prevented the establishment of a persistent LCMV 
infection in mice (Ruiz-Jarabo et al. 2003) 
Some anti-cancer drugs (or derivatives) are under investigation as 
virus-specific mutagens. The mutagenic pyrimidine analogue KP1461 
mutagenized HIV-1 in a clinical assay (Mullins et al. 2011) 
In some cases the antiviral action of ribavirin might be exerted in 
part through lethal mutagenesis [Arenavirus, HCV (Dietz et al. 2013)] 
The antiviral T-705 (favipiravir) induces lethal mutagenesis of 
influenza virus (T. Baranovich et al. 2013) and norovirus in vivo (A. 
Arias et al. 2014) 
Experiments with animal models and clinical trials with non-responder 
patients are needed
American Society for Microbiology Statement on Ebola Response 
….It is essential that CDC, NIH and WHO be supported at the 
levels needed to provide the public health response to this 
international health crisis... 
….Ebola will not be the last virus to evolve into a major health 
and security threat. The only way to stay ahead of the rapid 
evolution of microorganisms and the inevitable emergence of new 
diseases is to support infectious disease research and public 
health agencies that can respond rapidly when outbreaks occur. 
This requires adequate and predictable funding, training of 
personnel, and safe and secure facilities. 
Timothy J. Donohue, Ph.D. Ronald M. Atlas, Ph.D. 
President, ASM Chair, Public and Scientific Affairs 
S.K. Gire et al., 2014 Science 345: 1369-1372
The Spanish Research Council loses 15% of its personnel in 2.5 years. 
What wonderful news! Thank you! (has stated Ebola virus thankful for 
this contribution to the austerity virus)
Conclusions 
Viral fitness is a multidrug resistance determinant in 
HCV. New antiviral protocols based on lethal 
mutagenesis are under investigation. They take into 
consideration the interplay between inhibitors and 
mutagenic agents that may favor or impede virus 
extinction 
Model studies with HCV replicating in human 
hepatoma cells in culture suggest that an inhibitor-mutagen 
sequential administration can have an 
advantage over the corresponding combination in 
reducing the viral load
Celia Perales 
Julie Sheldon 
Verónica Martín 
Nathan Beach 
Héctor Moreno 
Ignacio de la Higuera 
Ana M. Ortega 
Elena Moreno 
Ana Isabel de Ávila 
Isabel Gallego 
Susanna Manrubia 
Jaime Iranzo 
Josep Quer 
Josep Gregori 
F. Rodríguez-Frías 
Juan I. Esteban 
Carlos Briones 
Jordi Gómez 
Pablo Gastaminza 
Antonio Mas 
Charles Rice 
Jean-Pierre Vartanian 
Simon Wain-Hobson Juan Carlos de la Torre

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  • 1. Respuesta del virus de la hepatitis C a inhibidores. Influencia de los espectros de mutantes y fitness replicativo Esteban Domingo -Centro de Biología Molecular “Severo Ochoa”(CSIC-UAM), Cantoblanco, Madrid edomingo@cbm.csic.es -Centro de Astrobiología (CSIC-INTA), Torrejón de Ardoz, Madrid -Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Barcelona
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  • 3. MUTANT SPECTRUM CONSENSUS * * * * * * * * * * * * * * * * * * * * * * *
  • 5. Basis of quasispecies dynamics of RNA viruses High mutation rates 10-3 to 10-5 subst./nt ~106-fold higher than for cellular DNA Rapid genome replication and high virus turnover in infected hosts Principles of Darwinian evolution Reproduction with genetic variation Competition Selection Intra-population interactions: complementation and interference Bottleneck events Extensions: Cellular communities (tumor cells, eukaryotic parasites, bacteria) and prions Domingo, Sheldon, and Perales, 2012 MMBR 76:159-216
  • 6. Transmission and passage conditions can affect viral fitness Domingo, Sheldon, and Perales, 2012 MMBR 76:159-216
  • 8. Mechanisms of antiviral drug resistance Presence of inhibitor-escape mutants (generally in the range of 10-3 to 10-5, depending on the genetic and phenotypic barriers to resistance) Genetic barrier: number and types of mutations needed to acquire resistance Phenotypic barrier: fitness cost imposed by the resistance mutations Fitness can be a multidrug resistance determinant in HCV, independent of the presence of specific resistance mutations
  • 9. Cell culture system for HCV HCVcc (Genotype 2a) 5’UTR 3’UTR C E1 E2 p7 NS2 Gluc NS3 4A 4B 5A 5B GDD J6 JFH-1 GNN (Control -) GNN From Charles Rice p0 p1 p2 … 1 passage ~ 3-4 days Perales et al., 2013 J. Virol. 87:7593-7607 Human hepatoma Huh-7.5 cells
  • 10. Serial passage of HCV in Huh-7.5 cells resulted in increased resistance to inhibitors that target viral or cellular proteins, despite no prior exposure of the virus to the drugs Sheldon et al., 2014 J.Virol. 88:12098-12111
  • 11. The MOI-independent kinetics of HCV production excludes that resistance is due to the presence of inhibitor resistance mutations in the HCV populations, in agreement with mutant spectrum analyses Sheldon et al., 2014 J.Virol. 88:12098-12111
  • 12. HCV biological clones maintain the resistance phenotype of the parental population Sheldon et al., 2014 J.Virol. 88:12098-12111
  • 13.
  • 14. Multiple facets of resistance to antiviral inhibitors Resistance is dependent on population complexity, size, and history (molecular memory in viral quasispecies) High mutant spectrum complexity can favor the presence of inhibitor resistance mutations or can be a marker of high replicative fitness In HCV, high fitness is a determinant of resistance, independent of the presence of resistance mutations. Whether this mechanism applies to other viruses is an open question Drug resistance is a major factor of treatment failure
  • 15. Major strategies developed to overcome the adaptive potential conferred by quasispecies dynamics Combination therapy (i.e. HAART for AIDS) Splitting into an induction and maintenance regimen Targeting of cellular functions Combined use of immunotherapy and chemotherapy Lethal mutagenesis Resistance mutations may jeopardize the efficacy of these strategies Domingo, Sheldon, and Perales, 2012 MMBR 76:159-216
  • 16. Lethal defection: interference by RNA replication-competent defective genomes is involved in virus extinction Domingo, Sheldon, and Perales, 2012 MMBR 76:159-216
  • 17. Extinction by lethal mutagenesis Low viral load and low fitness favor extinction Transition towards extinction involves decreases of specific infectivity, and no change of the consensus sequence of the population Mutagen-resistant mutants appear to be less frequent than inhibitor-resistant mutants. However, selection of mutagen-resistant mutants can jeopardize extinction Mutagens and inhibitors used together can be more effective than either of them alone. However, experiments and a model system developed with replicative parameters of FMDV indicated that a combination therapy may not be the best option
  • 18. Sequential versus combination treatment I+Mut. +I +Mut. Iranzo et al., 2011 P.N.A.S. 108(38): 16008-13 +I +Mut. I+Mut. Perales et al., 2009 PLoS Pathog 5: e1000658
  • 19. A Viral titer (TCID50/ml) 6 5 10 4 10 3 10 2 10 10 Viral titer (TCID50/ml) 10 Control (no virus) No drugs IFN-a 1 IU/ml, Rib 50 mM IFN-a 2 IU/ml, Rib 50 mM IFN-a 4 IU/ml, Rib 50 mM [IFN-a 1 IU/ml+Rib 50 mM] [IFN-a 2 IU/ml+Rib 50 mM] [IFN-a 4 IU/ml+Rib 50 mM] 6 10 5 10 4 10 3 10 2 10 10 B Viral titer (TCID50/ml) 7 10 6 5 10 4 10 3 10 2 10 10 Viral titer (TCID50/ml) 10 Control (no virus) No drugs TPV 400 nM, Rib 50 mM TPV 600 nM, Rib 50 mM TPV 800 nM, Rib 50 mM [TPV 400 nM+Rib 50 mM] [TPV 600 nM+Rib 50 mM] [TPV 800 nM+Rib 50 mM] 7 10 6 10 5 10 4 10 3 10 2 10 10 Combination Combination Sequential Sequential
  • 20. C Viral titer (TCID50/ml) 7 10 6 5 10 4 10 3 10 2 10 10 Viral titer (TCID50/ml) 10 Control (no virus) No drugs DCV 100 pM, Rib 50 mM DCV 200 pM, Rib 50 mM DCV 500 pM, Rib 50 mM [DCV 100 pM+Rib 50 mM] [DCV 200 pM+Rib 50 mM] [DCV 500 pM+Rib 50 mM] 7 10 6 10 5 10 4 10 3 10 2 10 10 D Viral titer (TCID50/ml) 6 5 10 4 10 3 10 2 10 10 Viral titer (TCID50/ml) 10 Control (no virus) No drugs CsA 400 nM, Rib 50 mM CsA 600 nM, Rib 50 mM CsA 800 nM, Rib 50 mM [CsA 400 nM+Rib 50 mM] [CsA 600 nM+Rib 50 mM] [CsA 800 nM+Rib 50 mM] 6 10 5 10 4 10 3 10 2 10 10 Combination Combination Sequential Sequential
  • 21.
  • 22. Prospects: Will lethal mutagenesis find a clinical application? Increased mutagenesis is a natural defense mechanism (APOBEC, ADAR, RIP) 5-Fluorouracil prevented the establishment of a persistent LCMV infection in mice (Ruiz-Jarabo et al. 2003) Some anti-cancer drugs (or derivatives) are under investigation as virus-specific mutagens. The mutagenic pyrimidine analogue KP1461 mutagenized HIV-1 in a clinical assay (Mullins et al. 2011) In some cases the antiviral action of ribavirin might be exerted in part through lethal mutagenesis [Arenavirus, HCV (Dietz et al. 2013)] The antiviral T-705 (favipiravir) induces lethal mutagenesis of influenza virus (T. Baranovich et al. 2013) and norovirus in vivo (A. Arias et al. 2014) Experiments with animal models and clinical trials with non-responder patients are needed
  • 23. American Society for Microbiology Statement on Ebola Response ….It is essential that CDC, NIH and WHO be supported at the levels needed to provide the public health response to this international health crisis... ….Ebola will not be the last virus to evolve into a major health and security threat. The only way to stay ahead of the rapid evolution of microorganisms and the inevitable emergence of new diseases is to support infectious disease research and public health agencies that can respond rapidly when outbreaks occur. This requires adequate and predictable funding, training of personnel, and safe and secure facilities. Timothy J. Donohue, Ph.D. Ronald M. Atlas, Ph.D. President, ASM Chair, Public and Scientific Affairs S.K. Gire et al., 2014 Science 345: 1369-1372
  • 24. The Spanish Research Council loses 15% of its personnel in 2.5 years. What wonderful news! Thank you! (has stated Ebola virus thankful for this contribution to the austerity virus)
  • 25. Conclusions Viral fitness is a multidrug resistance determinant in HCV. New antiviral protocols based on lethal mutagenesis are under investigation. They take into consideration the interplay between inhibitors and mutagenic agents that may favor or impede virus extinction Model studies with HCV replicating in human hepatoma cells in culture suggest that an inhibitor-mutagen sequential administration can have an advantage over the corresponding combination in reducing the viral load
  • 26. Celia Perales Julie Sheldon Verónica Martín Nathan Beach Héctor Moreno Ignacio de la Higuera Ana M. Ortega Elena Moreno Ana Isabel de Ávila Isabel Gallego Susanna Manrubia Jaime Iranzo Josep Quer Josep Gregori F. Rodríguez-Frías Juan I. Esteban Carlos Briones Jordi Gómez Pablo Gastaminza Antonio Mas Charles Rice Jean-Pierre Vartanian Simon Wain-Hobson Juan Carlos de la Torre