1. Integrated single cell analysis reveals co-evolution of malignant B cells and tumor micro-environment in transformed follicular lymphoma.
- Author
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Sarkozy C, Wu S, Takata K, Aoki T, Neriah SB, Milne K, Goodyear T, Strong C, Rastogi T, Hilton LK, Lai D, Sehn LH, Farinha P, Nelson BH, Weng A, Marra M, Scott DW, Craig JW, Steidl C, and Roth A
- Subjects
- Humans, Cell Transformation, Neoplastic genetics, B-Lymphocytes immunology, B-Lymphocytes pathology, B-Lymphocytes metabolism, Gene Expression Regulation, Neoplastic, Transcriptome, Biomarkers, Tumor genetics, Whole Genome Sequencing, Gene Expression Profiling methods, Lymphoma, Follicular genetics, Lymphoma, Follicular pathology, Lymphoma, Follicular immunology, Tumor Microenvironment genetics, Tumor Microenvironment immunology, Single-Cell Analysis methods
- Abstract
Histological transformation of follicular lymphoma (FL) to aggressive forms is associated with poor outcome. Phenotypic consequences of this evolution and its impact on the tumor microenvironment (TME) remain unknown. We perform single-cell whole genome sequencing (scWGS) and transcriptome sequencing (scWTS) of 11 paired pre/post-transformation patient samples and scWTS of additional samples from patients without transformation. Our analysis reveals evolutionary dynamics of transformation at single-cell resolution, highlighting a shifting TME landscape, with an emerging immune-cell exhaustion signature, co-evolving with the shifting malignant B phenotype in a regulatory ecosystem. Integration of scWGS and scWTS identifies malignant cell pathways upregulated during clonal tumor evolution. Using multi-color immunofluorescence, we transfer these findings to a TME-based transformation biomarker, subsequently validated in two independent pretreatment cohorts. Taken together, our results provide a comprehensive view of the combined genomic and phenotypic evolution of malignant cells during transformation and shifting crosstalk between malignant cells and the TME., Competing Interests: Declaration of interests C.S. has performed consultancy for AbbVie and Bayer and has received research funding from Epizyme and Trillium Therapeutics. C.Sa has performed consultancy for Incyte Bioscience, BMS-Celgene and Gilead, received research fundings from Roche and BMS, and received travel/congress fundings from Roche, Incyte Bioscience, and AstraZeneca., (Copyright © 2024 Elsevier Inc. All rights reserved.)
- Published
- 2024
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