Peaked-to-flat transition in quasispecies structure evolution.
Virus Evol 2026; 12(1):veag024.

Abstract

Previous studies based on clinical data from hepatitis C virus and hepatitis E virus infections revealed a deterministic evolution of quasispecies structure, irrespective of haplotype identities, towards a flat-like landscape, characterized by the absence of dominance and high evenness, combined with high haplotype synonymy. Here, two idealized limiting quasispecies states, A and Z, are defined, and it is shown that the A-to-Z evolution describes a parabolic trajectory between these states. The initial phase is dominated by increasing genetic diversity, whereas the subsequent phase is driven primarily by increasing evenness in the haplotype distribution. This evolutionary progression confers a broad domain within the genetic space, resulting in increased fitness and resilience, accompanied by a diminished response to antiviral therapies and multiple escape routes. Finally, a normalized quasispecies maturity score is proposed to position a given quasispecies along this structural evolutionary trajectory. This conceptual framework helps to account for the challenges in treating advanced chronic infections in which therapeutic failure frequently occurs in the absence of resistance-associated mutations.

Authors+Show Affiliations

Gregori J0000-0002-4253-8015Liver Diseases-Viral Hepatitis, Liver Unit, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.
Colomer-Castell S0000-0002-0307-7455Liver Diseases-Viral Hepatitis, Liver Unit, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain.
Campos C0000-0002-0132-7027Liver Diseases-Viral Hepatitis, Liver Unit, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain.
Ibañez-Lligoña M0000-0003-3428-2168Liver Diseases-Viral Hepatitis, Liver Unit, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Medicine Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain.
García-Cehic D0000-0002-0009-038XCentro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Department of Radiation Oncology, Vontz Center - 2434 Lab,University of Cincinnati College of Medicine, 3125 Eden Ave, Cincinnati, OH 45267, United States.
Cortese MF0000-0002-4318-532XCentro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Liver Unit, Microbiology Department, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.
Tabernero D0000-0002-1146-4084Liver Diseases-Viral Hepatitis, Liver Unit, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Liver Unit, Microbiology Department, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.
Riveiro-Barciela M0000-0001-9309-2052Liver Diseases-Viral Hepatitis, Liver Unit, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Medicine Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain.
Buti M0000-0002-0732-3078Liver Diseases-Viral Hepatitis, Liver Unit, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Medicine Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain.
Rando-Segura A0000-0003-4555-7286Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Liver Unit, Microbiology Department, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Respiratory Viruses Unit, Virology Section, Microbiology Department, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.
Ferrer R0000-0002-8925-3172Biochemistry Department, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Clinical Biochemistry, Drug Delivery and Therapy (CB-DDT) Research Group, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.
Pumarola T0000-0002-5171-7461Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain. Respiratory Viruses Unit, Virology Section, Microbiology Department, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain.
Andrés C0000-0002-3200-0895Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain. Respiratory Viruses Unit, Virology Section, Microbiology Department, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.
González-Sánchez A0000-0002-1809-3415Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain. Respiratory Viruses Unit, Virology Section, Microbiology Department, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain.
Antón A0000-0002-1476-0815Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain. Respiratory Viruses Unit, Virology Section, Microbiology Department, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain.
Rodriguez-Frias F0000-0002-9128-7013Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Basic Science Department, International University of Catalonia, Sant Cugat del Vallès, 08195 Barcelona, Spain.
Quer J0000-0003-0014-084XLiver Diseases-Viral Hepatitis, Liver Unit, Vall d'Hebron Institute of Research (VHIR), Instituto de Investigación Sanitaria Hospital Universitari Vall d'Hebron (IIS IR-HUVH), Vall d'Hebron Barcelona Hospital Campus, Passeig Vall d'Hebron 119-129, 08035 Barcelona, Spain. Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Instituto de Salud Carlos III, Av. Monforte de Lemos, 3-5, 28029 Madrid, Spain. Biochemistry and Molecular Biology Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain. Medicine Department, Universitat Autònoma de Barcelona (UAB), Campus de la UAB, Plaça Cívica, 08193 Bellaterra, Spain.

Pub Type(s)

Journal Article

Language

eng

PubMed ID

42087992