William C. Pilcher, Lijun Yao, Edgar Gonzalez-Kozlova, Yered H. Pita-Juárez, Dimitra Karagkouni, Chaitanya R. Acharya, Marina E. Michaud, Mark Hamilton, Shivani Nanda, Yizhe Song, Kazuhito Sato, Julia Wang, Sarthak Satpathy, Yuling Ma, Jessica Schulman, D. D’souza, R. Jayasinghe, Denis J Ohlstrom, Katherine E. Ferguson, Giulia Cheloni, Mojtaba Bakhtiari, Nick Pabustan, K. Nie, J. Foltz, Isabella Saldarriaga, Rania Alaaeldin, Eva Lepisto, Rachel Chen, M. Fiala, Beena E. Thomas, April Cook, Junia Vieira Dos Santos, Chiang I-ling, Igor Figueiredo, J. Fortier, Michael Slade, S. T. Oh, Michael P. Rettig, Emilie I. Anderson, Ying Li, S. Dasari, Michael A. Strausbauch, Vernadette A. Simon, I-ling Nikolaos Jennifer Travis Brian H. Geoffrey Laura N Chiang Kalavros Rogers Dawson Lee Kelly Walker Fer, I-ling Chiang, N. Kalavros, Jennifer Rogers, T. Dawson, Brian H. Lee, G. Kelly, Laura A Walker, Nicolas F. Fernandez, J. Leech, Jarod Morgenroth-Rebin, K. Angeliadis, Matthew A. Wyczalkowski, Song Cao, Omar Ibrahim, Roderick Lin, T. Fehniger, Andrew Houston, E. Radkevich, Adeeb Rahman, Zhihong Chen, A. Laganà, John F. DiPersio, J. Rosenblatt, S. Kim-Schulze, S. Lonial, Shaji K. Kumar, Swati S. Bhasin, T. Kourelis, M. Dhodapkar, Ravi Vij, D. Avigan, H. Cho, George Mulligan, Li Ding, Sacha Gnjatic, I. Vlachos, Manoj K. Bhasin
2026.1.1Nature Cancer
tlooto Summary
A single-cell transcriptomics-based immune atlas of participants with newly diagnosed multiple myeloma is presented, reporting on the association of cell types, gene expression and intercellular interactions with disease progression phenotypes.
Abstract
Multiple myeloma (MM) remains incurable despite advances in treatment options. Although tumor subtypes and specific DNA abnormalities are linked to worse prognosis, the impact of immune dysfunction on disease emergence and/or treatment sensitivity remains unclear. We developed an Immune Atlas of MM by generating profiles of 1,397,272 single cells from the bone marrow (BM) of 337 newly diagnosed participants and characterized immune and hematopoietic cell populations. Cytogenetic risk-based analysis revealed heterogeneous associations with T cells of BM, with 17p13 deletion showing distinct enrichment of a type 1 interferon signature. The disease progression-based analysis revealed the presence of a proinflammatory immune senescence-associated secretory phenotype in rapidly progressing participants. Furthermore, signaling analyses suggested active intercellular communication involving a proliferation-inducing ligand and B cell maturation antigen, potentially promoting tumor growth and survival. Lastly, using independent discovery and validation cohorts, we demonstrated that integrating immune cell signatures with known tumor cytogenetics and individual characteristics significantly improves stratification for the prediction of survival. Pilcher et al. present a single-cell transcriptomics-based immune atlas of participants with newly diagnosed multiple myeloma, reporting on the association of cell types, gene expression and intercellular interactions with disease progression phenotypes.
Citation format
PILCHER, William C., et al. A single-cell atlas characterizes dysregulation of the bone marrow immune microenvironment associated with outcomes in multiple myeloma. Nature Cancer, 2026, 7(1): 224–246.