A single-cell multi-omic and spatial atlas of nodal B-cell lymphomas reveals B-cell maturation drives intratumor heterogeneity

Fitzgerald, D.; Roider, T.; Baertsch, M. A.; Kibler, A.; Horlova, A.; Chung, E. K.; Voehringer, H.; Mathioudaki, A.; Budeus, B.; Passerini, V.; Knoll, M.; Mammen, J.; Li, L.; Caille, L.; Czernilofsky, F.; Bruch, P. M.; Liebers, N.; Meyer-Bender, M.; Weigert, O.; Zaugg, J. B.; Nolan, G. P.; Seifert, M.; Huber, W.; Dietrich, S.

doi:10.1101/2023.11.06.565756

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bioRxiv · 10.1101/2023.11.06.565756

A single-cell multi-omic and spatial atlas of nodal B-cell lymphomas reveals B-cell maturation drives intratumor heterogeneity

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Abstract

Intratumor heterogeneity underpins cancer pathogenesis and evolution, although it is typically considered independent from the differentiation processes that drive physiological cell-type diversity. As cancer types and subtypes arise from different cell types, we investigated whether cellular differentiation influences intratumor heterogeneity. Nodal B-cell non-Hodgkin lymphomas are a diverse set of cancers originating from different stages of B-cell maturation. Through single-cell transcriptome and surface epitope profiling (CITE-Seq) of diffuse large B-cell, mantle cell, follicular, and marginal zone lymphomas in addition to reactive lymph nodes from 51 patients, we found multiple B-cell maturation states within tumors. Intratumor maturation states emerged from the same clone, revealing divergent differentiation from a shared cell of origin. Maturation state composition varied across subtypes and tumors, which encompassed mixed cell-of-origin diagnostic subtypes. Through highly multiplexed immunohistochemistry (CODEX) of samples from 19 of these patients, we found that intratumor maturation states inhabited distinct spatial niches, displaying cellular interactions and regulatory networks typical of their maturation states while harboring different genetic variants. By deconvoluting intratumor maturation states from a microarray dataset of 507 patients, we identified risk groups within diagnoses with striking differences in survival, including IgM memory-enriched germinal center B-cell (M = 1.9 vs >10 years, p = 0.00039) and activated B-cell (M = 2.4 vs 9.6 years, p = 0.016) diffuse large B-cell lymphoma, and dark zone-enriched follicular lymphoma (M = 8.6 vs 13 years; p = 0.0019). Our findings reveal cellular differentiation remains plastic in B-cell lymphomas, driving tumor variation, evolution, and response. Key PointsO_LICellular differentiation remains plastic in B-cell lymphomas, driving tumor variation, evolution, and response. C_LIO_LIIntratumor maturation states occupy unique immune niches, harbor distinct genetic variants, and are tied to different survival outcomes. C_LI

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Fitzgerald, D., Roider, T., Baertsch, M. A., Kibler, A., Horlova, A., Chung, E. K., Voehringer, H., Mathioudaki, A., Budeus, B., Passerini, V., Knoll, M., Mammen, J., Li, L., Caille, L., Czernilofsky, F., Bruch, P. M., Liebers, N., Meyer-Bender, M., Weigert, O., Zaugg, J. B., Nolan, G. P., Seifert, M., Huber, W., Dietrich, S.. 2023-11-07. A single-cell multi-omic and spatial atlas of nodal B-cell lymphomas reveals B-cell maturation drives intratumor heterogeneity. https://doi.org/10.1101/2023.11.06.565756

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