Evidence map›Paper›PMID 41856168›Full record

ArticleThe Journal of infectious diseases2026

Single-Cell Hepatitis B Sequencing Reveals Distinct Viral Infection Events Consistent With Superinfection.

Monika Mani, Steven J Clipman, Justin R Bailey, Richard K Sterling, Mark S Sulkowski, Mark Anderson, Ana Olivo, Giulia Belluccini, Gavin Cloherty, Ruy M Ribeiro and 2 more

Abstract read
In one paragraph

Article in The Journal of infectious diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Monika ManiDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0001-9925-6468
Steven J ClipmanDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0002-2366-8420
Justin R BaileyDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0001-5704-3130
Richard K SterlingDivision of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University, Richmond, Virginia, USA.
Mark S SulkowskiDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0002-2145-6352
Mark AndersonAbbott Diagnostics, Abbott Park, Illinois, USA.
Ana OlivoAbbott Diagnostics, Abbott Park, Illinois, USA.
Giulia BellucciniLos Alamos National Laboratory, Theoretical Biology and Biophysics Group, Los Alamos, New Mexico, USA.ORCID 0000-0002-9543-2337
Gavin ClohertyAbbott Diagnostics, Abbott Park, Illinois, USA.
Ruy M RibeiroLos Alamos National Laboratory, Theoretical Biology and Biophysics Group, Los Alamos, New Mexico, USA.ORCID 0000-0002-3988-8241
Chloe L ThioDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0002-8851-8319
Ashwin BalagopalDepartment of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.ORCID 0000-0002-6143-3104

Funding

Spatial Models of Intrahepatic Hepatitis C Virus Propagation in HumansR01AI116868 · NIAID · TRIAD NATIONAL SECURITY, LLC · PI ASHWIN BALAGOPAL, Ruy M Ribeiro · 2016 to 2026
$8.5M
HBV cccDNA transcriptional silencing with and without HIVR01AI181659 · NIAID · JOHNS HOPKINS UNIVERSITY · PI ASHWIN BALAGOPAL, CHLOE L THIO · 2024 to 2026
$2.4M
National Institute of Allergy and Infectious DiseasesNIAID NIH HHS R01 AI116868NIAID NIH HHS R01 AI181659NIH HHS
6 · The paper itself

Abstract

backgroundThe high error rate of the hepatitis B virus (HBV) polymerase leads to a genetically diverse quasispecies in individuals with chronic hepatitis B. Data regarding the propagation of these variants in individual hepatocytes may provide insight into viral replication and diversity of covalently closed circular DNA (cccDNA), which is the template for HBV replication.

methodsWe developed sequencing protocols to characterize HBV diversity between and within hepatocytes using RNA extracted from individually isolated hepatocytes. We sequenced HBV in >200 hepatocytes in 4 liver biopsies from people with HIV/HBV (HB1, HB2, HB3, HB6).

resultsWe found that 2 biopsies (HB1 and HB6) showed HBV diversity between hepatocytes that met an experimentally identified threshold. Specifically, in HB1, HBV sequences from 86 individual cells were from 2 different haplotypes of genotype D: 70.2% of cells with haplotype a, 5.8% with haplotype b, and 24% with both haplotypes in the same cell. Furthermore, within single hepatocytes, up to 3 different HBV sequences were present per cell, including some cells with both genotypes A and D. HB6, who received years of lamivudine monotherapy, had evidence of drug resistance mutations distributed among hepatocytes and demonstrated up to 3 different sequences, including wild-type and drug-resistant sequences, in the same hepatocyte. Modeling of infected hepatocytes did not reveal evidence of local HBV spread based on spatial proximity.

conclusionsTaken together, our findings demonstrate that individual hepatocytes may harbor multiple, transcriptionally active HBV cccDNA molecules, which likely arose from distinct infection events.

Indexed as

Hepatitis B, ChronicHepatitis B virusHepatocytesSuperinfectionDNA, CircularDNA, ViralDrug Resistance, ViralGenetic VariationGenotypeHaplotypesHIV InfectionsHumansMaleQuasispeciesSequence Analysis, DNAVirus ReplicationDNA, CircularDNA, ViralcccDNAHBVnucleotide diversityquasispeciessuperinfection

Identifiers

PMID41856168
PMCPMC13537158

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.