Cells (Oct 2022)

Hierarchical Clustering and Trajectory Analyses Reveal Viremia-Independent B-Cell Perturbations in HIV-2 Infection

  • Emil Johansson,
  • Priscilla F. Kerkman,
  • Lydia Scharf,
  • Jacob Lindman,
  • Zsófia I. Szojka,
  • Fredrik Månsson,
  • Antonio Biague,
  • Patrik Medstrand,
  • Hans Norrgren,
  • Marcus Buggert,
  • Annika C. Karlsson,
  • Mattias N. E. Forsell,
  • Joakim Esbjörnsson,
  • Marianne Jansson,
  • the SWEGUB CORE Group

DOI
https://doi.org/10.3390/cells11193142
Journal volume & issue
Vol. 11, no. 19
p. 3142

Abstract

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Time to AIDS in HIV-2 infection is approximately twice as long compared to in HIV-1 infection. Despite reduced viremia, HIV-2-infected individuals display signs of chronic immune activation. In HIV-1-infected individuals, B-cell hyperactivation is driven by continuous antigen exposure. However, the contribution of viremia to B-cell perturbations in HIV-2-infected individuals remains largely unexplored. Here, we used polychromatic flow cytometry, consensus hierarchical clustering and pseudotime trajectory inference to characterize B-cells in HIV-1- or HIV-2-infected and in HIV seronegative individuals. We observed increased frequencies of clusters containing hyperactivated T-bethighCD95highCD27int and proliferating T-bet+CD95highCD27+CD71+ memory B-cells in viremic HIV-1 (p p p p = 0.014, respectively) and in treatment-naïve aviremic HIV-2 (p = 0.004 and p = 0.020, respectively)-infected individuals, compared to seronegative individuals. In contrast, these expansions were not observed in successfully treated HIV-1-infected individuals. Finally, pseudotime trajectory inference showed that T-bet-expressing hyperactivated and proliferating memory B-cell populations were located at the terminal end of two trajectories, in both HIV-1 and HIV-2 infections. As the treatment-naïve aviremic HIV-2-infected individuals, but not the successfully ART-treated HIV-1-infected individuals, showed B-cell perturbations, our data suggest that aviremic HIV-2-infected individuals would also benefit from antiretroviral treatment.

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