A platform for deep topographic multiomic mapping of the bone marrow environment in multiple myeloma
Lu, J.; Wang, C.-Y.; Davis, S.; Watson, E.; Jiang, C.; Baker, W.; Calcutt, E.; Gooding, S.; Hester, J.; Issa, F.; Benevent Bellver, P.; Lagana, A.; Bjorklund, C.; Napolitani, G.; Griffin, S.; Thakurta, A.; Ramasamy, K.; Sozanska, A.; Cooper, R.; Royston, D.; Athanasou, N.; Cribbs, A. P.; Fischer, R.; Oppermann, U.; Rao, S.
Show abstract
Multiple myeloma is a genetically complex plasma cell malignancy in which profound intratumoral heterogeneity shapes disease progression and therapeutic resistance. Genomic subclones dynamically emerge and evolve under treatment pressure, yet their spatial organization within intact bone marrow remains poorly defined. We hypothesized that genetically distinct myeloma subclones occupy spatially discrete ecological niches associated with unique molecular and microenvironmental states. To test this, we here demonstrate a proof-of-concept spatial tri-omics workflow combining laser capture microdissection-based genomics and deep LC-MS/MS proteomics with single-cell spatial transcriptomics, integrated by digital co-registration of adjacent tissue sections. Applied to a myeloma bone marrow trephine, this approach enabled coordinated profiling of matched anatomical regions demonstrating that genomic, transcriptomic and proteomic profiles converged to define clone-specific microenvironmental programmes. We show that genetically distinct myeloma subclones occupy mutually exclusive regions of the same bone marrow biopsy. Remarkably, an aggressive del(17p) clone and a gain(12q) clone occupied defined anatomical territories within the same trephine-biopsied section, each clone exhibiting distinct genomic, transcriptomic, proteomic and cellular ecosystems. The del(17p) clone localized to a fibrotic, osteolytic and angiogenic niche enriched for activated stromal cells, osteoblasts, osteoclasts and immunoregulatory myeloid populations, whereas the gain(12q) clone occupied a comparatively quiescent marrow niche with limited stromal remodelling. Together, these findings demonstrate that genetically distinct myeloma subclones establish spatially and biologically discrete ecological niches through coordinated remodelling of stromal, immune and bone compartments, providing a framework for understanding clonal evolution within the bone marrow microenvironment.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Integrating Single-Cell Biophysical and Transcriptomic Features to Resolve Functional Heterogeneity in Mantle Cell Lymphoma 93%
- Single Cell Spatial Transcriptomics Reveals Immunotherapy-Driven Bone Marrow Niche Remodeling in AML 92%
- Single-Cell Transcriptomic Analysis of mIHC Images via Antigen Mapping 92%
Similar papers in this journal
- Distinct stage-specific transcriptional states of B cells in human tonsillar tissue. 92%
- Single-cell transcriptomics of allo-reactive CD4+ T cells over time reveals divergent fates during gut GVHD 91%
- Prohibitin is a prognostic marker of relapse and therapeutic target to block chemotherapy resistance in Wilms tumor 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.