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Distinct virologic trajectories in chronic hepatitis B identify heterogeneity in response to nucleos(t)ide analogue therapy

Distinct virologic trajectories in chronic hepatitis B identify heterogeneity in response to nucleos(t)ide analogue therapy
Distinct virologic trajectories in chronic hepatitis B identify heterogeneity in response to nucleos(t)ide analogue therapy

Background & aims: the dynamics of HBV viral load (VL) in patients with chronic hepatitis B (CHB) on nucleos(t)ide analogue (NA) treatment and its relationship with liver disease are poorly understood. We aimed to study longitudinal VL patterns and their associations with CHB clinical outcomes. 

Methods: utilising large scale, routinely collected electronic health records from six centres in England, collated by the National Institute for Health and Care Research Health Informatics Collaborative (NIHR HIC), we applied latent class mixed models to investigate VL trajectory patterns in adults receiving NA treatment. We assessed associations of VL trajectory with alanine transaminase, and with liver fibrosis/cirrhosis. 

Results: we retrieved data from 1,885 adults on NA treatment (median follow-up 6.2 years, IQR 3.7–9.3 years), with 21,691 VL measurements (median 10 per patient, IQR 5–17). Five VL classes were identified from the derivation cohort (n = 1,367, discrimination: 0.93, entropy: 0.90): class 1 ‘long term suppression’ (n = 827, 60.5%), class 2 ‘timely virological suppression’ (n = 254, 18.6%), class 3 ‘persistent moderate viraemia’ (n = 140, 10.2%), class 4 ‘persistent high-level viraemia’ (n = 44, 3.2%), and class 5 ‘slow virological suppression’ (n = 102, 7.5%). The model demonstrated a discrimination of 0.93 and entropy of 0.88 for the validation cohort (n = 518). Alanine transaminase decreased variably over time in VL-suppressed groups (classes 1, 2, 5; all p <0.001), but did not significantly improve in those with persistent viraemia (classes 3, 4). Patients in class 5 had twofold increased hazards of fibrosis/cirrhosis compared with class 1 (adjusted hazard ratio, 2.00; 95% CI, 1.33–3.02). 

Conclusions: heterogeneity exists in virological response to NA therapy in CHB patients, with over 20% showing potentially suboptimal responses. Slow virological suppression is associated with liver disease progression. 

Impact and implications: treatment recommendations for people living with chronic hepatitis B virus (HBV) infection are becoming less stringent, meaning that more of the population will be eligible to receive therapy with nucleos(t)ide analogue agents. We explored outcomes of HBV treatment in a large UK dataset, describing different responses to treatment, and showing that the viral load is not completely suppressed after 1 year in about one in five cases, associated with an increased risk of liver complications. As treatment is rolled out more widely, patients and clinicians need to be aware of the potential for incomplete virologic responses. The findings can support the identification of high-risk individuals, improve early fibrosis and cirrhosis prediction, guide monitoring and preventive interventions, and support public health elimination goals.

Antiviral treatment, Cirrhosis, HBV, Health Informatics Collaborative (HIC), Latent class mixed models, Liver fibrosis, Longitudinal, Nucleotide analogue, Viral load
2589-5559
Wang, Tingyan
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Campbell, Cori
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Stockdale, Alexander J
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Todd, Stacy
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McIntyre, Karl
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Frankland, Andrew
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Jaworski, Jakub
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Glampson, Ben
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Papadimitriou, Dimitri
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Mercuri, Luca
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Mayer, Erik
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Jones, Christopher R.
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Salih, Hizni
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Roadknight, Gail
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Little, Stephanie
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Noble, Theresa
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Várnai, Kinga A
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Davis, Cai
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Heinson, Ashley I.
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George, Michael
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Borca, Florina
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English, Louise
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Romão, Luis
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Ramlakhan, David
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Woods, Kerrie
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Davies, Jim
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Nastouli, Eleni
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Khakoo, Salim I.
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Gelson, William
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Cooke, Graham S.
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Barnes, Eleanor
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Matthews, Philippa C.
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NIHR HIC Viral Hepatitis and Liver Disease Consortium
Wang, Tingyan
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Campbell, Cori
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Stockdale, Alexander J
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Todd, Stacy
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McIntyre, Karl
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Frankland, Andrew
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Jaworski, Jakub
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Glampson, Ben
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Papadimitriou, Dimitri
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Mercuri, Luca
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Mayer, Erik
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Jones, Christopher R.
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Salih, Hizni
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Roadknight, Gail
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Little, Stephanie
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Noble, Theresa
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Várnai, Kinga A
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Davis, Cai
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Heinson, Ashley I.
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George, Michael
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Borca, Florina
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English, Louise
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Romão, Luis
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Ramlakhan, David
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Woods, Kerrie
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Davies, Jim
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Nastouli, Eleni
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Khakoo, Salim I.
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Gelson, William
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Cooke, Graham S.
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Barnes, Eleanor
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Matthews, Philippa C.
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Wang, Tingyan, Campbell, Cori and Stockdale, Alexander J , NIHR HIC Viral Hepatitis and Liver Disease Consortium (2024) Distinct virologic trajectories in chronic hepatitis B identify heterogeneity in response to nucleos(t)ide analogue therapy. JHEP Reports, 7 (1), [101229]. (doi:10.1016/j.jhepr.2024.101229).

Record type: Article

Abstract

Background & aims: the dynamics of HBV viral load (VL) in patients with chronic hepatitis B (CHB) on nucleos(t)ide analogue (NA) treatment and its relationship with liver disease are poorly understood. We aimed to study longitudinal VL patterns and their associations with CHB clinical outcomes. 

Methods: utilising large scale, routinely collected electronic health records from six centres in England, collated by the National Institute for Health and Care Research Health Informatics Collaborative (NIHR HIC), we applied latent class mixed models to investigate VL trajectory patterns in adults receiving NA treatment. We assessed associations of VL trajectory with alanine transaminase, and with liver fibrosis/cirrhosis. 

Results: we retrieved data from 1,885 adults on NA treatment (median follow-up 6.2 years, IQR 3.7–9.3 years), with 21,691 VL measurements (median 10 per patient, IQR 5–17). Five VL classes were identified from the derivation cohort (n = 1,367, discrimination: 0.93, entropy: 0.90): class 1 ‘long term suppression’ (n = 827, 60.5%), class 2 ‘timely virological suppression’ (n = 254, 18.6%), class 3 ‘persistent moderate viraemia’ (n = 140, 10.2%), class 4 ‘persistent high-level viraemia’ (n = 44, 3.2%), and class 5 ‘slow virological suppression’ (n = 102, 7.5%). The model demonstrated a discrimination of 0.93 and entropy of 0.88 for the validation cohort (n = 518). Alanine transaminase decreased variably over time in VL-suppressed groups (classes 1, 2, 5; all p <0.001), but did not significantly improve in those with persistent viraemia (classes 3, 4). Patients in class 5 had twofold increased hazards of fibrosis/cirrhosis compared with class 1 (adjusted hazard ratio, 2.00; 95% CI, 1.33–3.02). 

Conclusions: heterogeneity exists in virological response to NA therapy in CHB patients, with over 20% showing potentially suboptimal responses. Slow virological suppression is associated with liver disease progression. 

Impact and implications: treatment recommendations for people living with chronic hepatitis B virus (HBV) infection are becoming less stringent, meaning that more of the population will be eligible to receive therapy with nucleos(t)ide analogue agents. We explored outcomes of HBV treatment in a large UK dataset, describing different responses to treatment, and showing that the viral load is not completely suppressed after 1 year in about one in five cases, associated with an increased risk of liver complications. As treatment is rolled out more widely, patients and clinicians need to be aware of the potential for incomplete virologic responses. The findings can support the identification of high-risk individuals, improve early fibrosis and cirrhosis prediction, guide monitoring and preventive interventions, and support public health elimination goals.

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Accepted/In Press date: 1 October 2024
e-pub ahead of print date: 9 October 2024
Published date: 5 December 2024
Keywords: Antiviral treatment, Cirrhosis, HBV, Health Informatics Collaborative (HIC), Latent class mixed models, Liver fibrosis, Longitudinal, Nucleotide analogue, Viral load

Identifiers

Local EPrints ID: 502156
URI: http://eprints.soton.ac.uk/id/eprint/502156
ISSN: 2589-5559
PURE UUID: b2ac7776-0342-4ed4-9778-b9e4eae50799
ORCID for Ashley I. Heinson: ORCID iD orcid.org/0000-0001-8695-6203
ORCID for Salim I. Khakoo: ORCID iD orcid.org/0000-0002-4057-9091

Catalogue record

Date deposited: 17 Jun 2025 16:50
Last modified: 22 Aug 2025 02:19

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Contributors

Author: Tingyan Wang
Author: Cori Campbell
Author: Alexander J Stockdale
Author: Stacy Todd
Author: Karl McIntyre
Author: Andrew Frankland
Author: Jakub Jaworski
Author: Ben Glampson
Author: Dimitri Papadimitriou
Author: Luca Mercuri
Author: Erik Mayer
Author: Christopher R. Jones
Author: Hizni Salih
Author: Gail Roadknight
Author: Stephanie Little
Author: Theresa Noble
Author: Kinga A Várnai
Author: Cai Davis
Author: Ashley I. Heinson ORCID iD
Author: Michael George
Author: Florina Borca
Author: Louise English
Author: Luis Romão
Author: David Ramlakhan
Author: Kerrie Woods
Author: Jim Davies
Author: Eleni Nastouli
Author: Salim I. Khakoo ORCID iD
Author: William Gelson
Author: Graham S. Cooke
Author: Eleanor Barnes
Author: Philippa C. Matthews
Corporate Author: NIHR HIC Viral Hepatitis and Liver Disease Consortium

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