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Spatial multi-omics reveals targetable immunosuppressive macrophage T-cell interactions in human AML bone marrow

van der Meulen, M.; Pool, E. S.; Perzolli, A.; Koedijk, J. B.; Argiro, E.; Chen, L.-T.; de Jonge, W. J.; Schweighart, E.; Vermeulen, M.; Nierkens, S.; Ihlow, J.; Horst, D.; Lissat, A.; Vormoor, H. J.; Belderbos, M. E.; Veelken, H.; Penter, L.; Goemans, B. F.; van den Akker, E.; Margaritis, T.; Zwaan, C. M.; Griffioen, M.; Tjon, J. M. L.; Heidenreich, O.

2026-08-07 cancer biology
10.64898/2026.08.07.743431 bioRxiv
Show abstract

The immunosuppressive bone marrow microenvironment is an important contributor to the limited success of immunotherapy in acute myeloid leukemia (AML), but the cellular interactions underlying AML immune evasion are incompletely understood. We therefore generated a single-cell spatial transcriptomic and proteomic atlas using 148 bone biopsies from 113 individuals comprising pediatric and adult AML at diagnosis and non-leukemic controls. We observed an expansion of regulatory T cells (Tregs) in AML, with stronger colocalization between Tregs and macrophages compared to non-leukemic bone marrow. Distinct cellular neighborhoods were enriched for myeloid progenitor-like cells together with macrophages and T cells, which correlated with higher macrophage and T cell immune checkpoint expression. Moreover, these neighborhoods were associated with specific AML subtypes, especially KMT2A-rearranged and RUNX1::RUNX1T1 AML. These spatial patterns were validated by identification of malignant cells via in situ fusion detection in RUNX1::RUNX1T1 cases. Functional experiments revealed that macrophages and AML cells not only actively recruit Tregs, but also promote naive T cell differentiation into Tregs. Spatially informed ligand-receptor analysis predicted the involvement of the Galectin-9 - CD44/TIM-3 axis in this immunosuppressive crosstalk, which was supported by in vitro inhibition of CD44 and/or TIM-3 preventing macrophage- and AML-induced Treg differentiation. Collectively, this comprehensive spatial map of the AML bone marrow identified tripartite crosstalk between AML, macrophages, and T cells mediated by the Galectin-9 - CD44/TIM-3 axis as a key component of the immunosuppressive microenvironment. Targeting Galectin-9 - CD44/TIM-3 interactions may be a promising strategy to overcome immune evasion and enhance immunotherapeutic success in AML. HighlightsO_LISpatial transcriptomic and proteomic atlas of pediatric and adult acute myeloid leukemia (AML) bone marrow C_LIO_LIIncreased colocalization of macrophages and regulatory T cells (Tregs) in AML C_LIO_LIMacrophages and AML cells induce differentiation of naive T cells to Tregs in vitro, which can be prevented by inhibition of CD44 or TIM-3 C_LI O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=166 SRC="FIGDIR/small/743431v1_ufig1.gif" ALT="Figure 1"> View larger version (47K): org.highwire.dtl.DTLVardef@5887f4org.highwire.dtl.DTLVardef@45d17corg.highwire.dtl.DTLVardef@1bc3264org.highwire.dtl.DTLVardef@9059aa_HPS_FORMAT_FIGEXP M_FIG C_FIG

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