Resolving inter- and intra-patient heterogeneity inNPM1-mutated AML at single-cell resolution

净现值1 骨髓生成 生物 髓样 流式细胞术 髓系白血病 转录组 谱系(遗传) 癌症研究 造血 计算生物学 遗传学 干细胞 基因 基因表达 核型 染色体
作者
Emin Onur Karakaslar,Eva M. Argiro,Nadine E. Struckman,Ramin HZ Shirali,Jeppe F. Severens,M. Willy Honders,Susan L. Kloet,Hendrik Veelken,Marcel Reinders,Marieke Griffioen,Erik B. van den Akker
出处
期刊:Cold Spring Harbor Laboratory - medRxiv
标识
DOI:10.1101/2024.12.10.24317471
摘要

ABSTRACT NPM1- mutated AML is one of the largest entities in international classification systems of myeloid neoplasms, which are based on integrating morphologic and clinical data with genomic data. Previous research, however, indicates that bulk transcriptomics-based subtyping may improve prognostication and therapy guidance. Here, we characterized the heterogeneity in NPM1 -mutated AML by performing single-cell RNA-sequencing and spectral flow cytometry on 16 AML belonging to three distinct subtypes previously identified by bulk transcriptomics. Using single-cell expression profiling we generated a comprehensive atlas of NPM1 -mutated AML, collectively reconstituting complete myelopoiesis. The three NPM1 -mutated transcriptional subtypes showed consistent differences in the proportions of myeloid cell clusters with distinct patterns in lineage commitment and maturational arrest. In all samples, malignant cells were detected across different myeloid cell clusters, indicating that NPM1- mutated AML are heavily skewed but not fully arrested in myelopoiesis. Same-sample multi-color spectral flow cytometry recapitulated these skewing patterns, indicating that the three NPM1 -mutated subtypes can be consistently identified across platforms. Moreover, our analyses highlighted differences in the abundance of rare hematopoietic stem cells suggesting that skewing occurs early in myelopoiesis. To conclude, by harnessing single-cell RNA-sequencing and spectral flow cytometry, we provide a detailed description of three distinct and reproducible patterns in lineage skewing in NPM1 -mutated AML that may have potential relevance for prognosis and treatment of patients with NPM1 -mutated AML. KEY MESSAGES NPM1 -mutated AML shows strong intra- and interpatient heterogeneity with malignant cells skewed rather than fully arrested at different maturation stages in myelopoiesis. Single-cell RNA sequencing and spectral flow cytometry revealed recurrent patterns in proportions of malignant myeloid cells with distinct patterns in lineage commitment and maturational arrest. GRAPHICAL ABSTRACT
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