bioRxivCancer BiologyPreprint
Integrative genomic analysis identifies unique immune environments associated with immunotherapy response in diffuse large B cell lymphoma
S. Tumuluru, J. K. Godfrey, A. Cooper, J. Yu, X. Chen, B. W. MacNabb, G. Venkataraman, Y. Zha, B. Pelzer, J. Song, G. Duns, B. J. Sworder, C. Bolen, E. Penuel, E. Postovalova, N. Kotlov, A. Bagaev, N. Fowler, S. M. Smith, A. A. Alizadeh, C. Steidl, J. Kline
Abstract
Most diffuse large B-cell lymphoma (DLBCL) patients treated with bispecific antibodies (BsAb) or chimeric antigen receptor (CAR) T cells fail to achieve durable treatment responses, underscoring the need for a deeper understanding of mechanisms that regulate the immune environment and response to treatment. Here, an integrative, multi-omic approach was employed to characterize DLBCL immune environments, which effectively segregated DLBCLs into four quadrants - termed DLBCL-immune quadrants (IQ) - defined by cell-of-origin and immune-related gene set expression scores. Recurrent genomic alterations were enriched in each IQ, suggesting that lymphoma cell-intrinsic alterations contribute to orchestrating unique DLBCL immune environments. In relapsed/refractory DLBCL patients, DLBCL-IQ assignment correlated significantly with clinical benefit with the CD20 x CD3 BsAb, mosunetuzumab, but not with CD19-directed CAR T cells. DLBCL-IQ provides a new framework to conceptualize the DLBCL immune landscape and uncovers the differential impact of the endogenous immune environment on outcomes to BsAb and CAR T cell treatment.
- organism: human
- assay: bulk RNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: cell-cell communication
- approach: statistical model
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