ReviewFrontiers in immunology2026
Immunological research landscapes and emerging immune mechanisms in HIV/HBV co-infection: a bibliometric analysis (2014-2024).
Review in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: HIV and hepatitis B virus (HBV) co-infection remains a major global health challenge and is characterized by profound immune dysregulation, including chronic immune activation, impaired antiviral immunity, and immune-mediated liver injury. With the widespread use of effective antiretroviral therapy, people living with HIV now experience prolonged survival, shifting clinical and research priorities toward long-term immunological consequences and chronic comorbidities such as HBV. Although a rapidly expanding body of literature has explored HIV/HBV co-infection, a comprehensive immunology-oriented overview of global research trends, collaborative structures, and evolving immune-related research themes is still lacking. Methods: Publications related to HIV/HBV co-infection published between 2014 and 2024 were retrieved from the Web of Science Core Collection and Scopus databases. After data cleaning and deduplication, 1,649 eligible records were included. Bibliometric analyses were performed using CiteSpace and VOSviewer to evaluate temporal publication trends, international and institutional collaboration networks, journal distributions, keyword co-occurrence patterns, citation bursts, and emerging research frontiers, with a particular focus on immune-related research themes and host-virus immune interactions. Results: The annual number of publications increased steadily over the study period, with a marked rise in citation activity after 2017, reflecting sustained and growing scientific interest in the immunopathogenesis of HIV/HBV co-infection. High-income countries, particularly the United States and Western Europe, dominated research output and held central positions in global collaboration networks, whereas high-burden regions, such as sub-Saharan Africa, increasingly contributed through international partnerships. Keyword co-occurrence and citation-burst analyses revealed a clear immunological thematic evolution: early studies focused on antiviral therapy and virological suppression, followed by increased attention to epidemiology and clinical guidelines, and more recently a pronounced shift toward immune-related outcomes. Emerging research hotspots increasingly emphasized CD4 Conclusions: Global research on HIV/HBV co-infection has evolved from predominantly treatment- and virology-focused studies toward immunology-driven, outcome-oriented, and translational research addressing long-term immune dysfunction and prognosis. Despite expanding international collaboration, substantial disparities persist between regions with high disease burden and those leading immunological research. These findings underscore the need for strengthened locally led, immunology-focused research, long-term cohort studies, and integrated immune-monitoring strategies to improve clinical outcomes for people living with HIV/HBV co-infection.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.