Danny Barash

Senior Academic

Mathematical Modeling of HDV RNA, HBV DNA, and HBsAg Dynamics During Lonafarnib-Based Therapy

Insights from the LOWR HDV-1 Study

Adquate Mhlanga, Louis Shekhtman, Rami Zakh, Sarah Duehren, Ashish Goyal, Alexander Churkin, Vladimir Reinharz, Danny Barash, Jeffrey Glenn, Ohad Etzion, Scott J. Cotler, Cihan Yurdaydin, Harel Dahari

Lonafarnib (LNF) is an investigational drug targeting hepatitis delta virus (HDV) but not hepatitis B virus (HBV), providing a unique opportunity to model HDV kinetics and how changes in HDV affect HBV. We performed a detailed kinetic analysis and developed a mathematical model to explain serum HBV DNA, HDV RNA and hepatitis B surface antigen (HBsAg) kinetics in 15 HBV/HDV coinfected patients receiving LNF-based treatment. After a delay of 0–2 days, patients experienced a rapid 1st-phase HDV-decline followed by either a viral plateau, 2nd slower-decline phase, or viral breakthrough (VB). LNF monotherapy led to a flat-partial-response (often followed by VB), while LNF combination therapy with ritonavir or pegylated interferon-α (PEG-IFNα) was associated with a biphasic HDV decline (without VB). All treatments except LNF + PEG-IFNα had at least one patient experiencing an increase in HBV on-treatment. Our model successfully reproduced the observed HDV and HBV kinetics. We estimated an HDV RNA half-life of 1.26 days [95% confidence interval, CI 1.05–1.47] in serum and treatment efficacy of 94% in inhibiting HDV RNA production across all treatments [95% CI 89–97%], as reflected by the 1st phase HDV decline. The 2nd phase of HDV decline was explained by a time-dependent increase in efficacy, reaching a maximum of 98.9%. The model explained the increase in serum HBV DNA by a median four-fold [interquartile range, IQR: 1–28] increase in HBV DNA production rate when HDV declined below an inhibitory threshold. The stability of serum HBsAg was explained by a constant number of HBsAg-producing cells.

Publication language English
Journal Bulletin of Mathematical Biology
Volume 88
Issue number 9
Publication status Published - 01.09.2026
150

Keywords

Combination therapy
Hepatitis B virus
Hepatitis D virus
Lonafarnib
Mathematical modeling

ASJC Scopus subject areas

General Neuroscience
Immunology
General Mathematics
General Biochemistry, Genetics and Molecular Biology
Pharmacology
General Environmental Science
General Agricultural and Biological Sciences
Computational Theory and Mathematics

PubMed: MeSH publication types

Journal Article
Access to Document
10.1007/s11538-026-01717-0
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Link to publication in Scopus