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Low B-cell content is associated with a CD73-low tumour microenvironment and unfavourable prognosis in classic Hodgkin lymphoma.

Johanna GrundKatharina IbenSarah ReinkeIna BühnenAnnette PlütschowBerit Müller-MeinhardMaria A Garcia MarquezHans A SchlößerBastian von TresckowFabian KellermeierPeter BorchmannAndreas EngertPaul J BröckelmannWolfram Klapper
Published in: British journal of haematology (2023)
B-cell content in the tumour microenvironment (TME) of classic Hodgkin lymphoma (HL) is known to be associated with prognosis. Here we demonstrate that whole slide image analysis using routinely available slides predicts outcomes in patients treated with ABVD in a prospective trial with a high B-cell content being associated with a favourable prognosis. B cells in the TME did not correlate with B cells in peripheral blood. In the TME maturation, stages of B cells (naive and memory) were consistent. However, we detected down-regulation of CD73 in HL with low B cells suggestive of an antibody-independent function of B cells in the TME of HL.
Keyphrases
  • hodgkin lymphoma
  • peripheral blood
  • stem cells
  • deep learning
  • randomized controlled trial
  • study protocol
  • hiv infected
  • type diabetes
  • phase iii
  • machine learning
  • nk cells
  • weight loss