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正常核型急性髓系白血病复发的遗传和转录贡献。

Genetic and Transcriptional Contributions to Relapse in Normal Karyotype Acute Myeloid Leukemia.

机构信息

Division of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri.

Department of Neurological Surgery, Washington University School of Medicine, St. Louis, Missouri.

出版信息

Blood Cancer Discov. 2022 Jan;3(1):32-49. doi: 10.1158/2643-3230.BCD-21-0050. Epub 2021 Aug 24.

Abstract

To better understand clonal and transcriptional adaptations after relapse in patients with acute myeloid leukemia (AML), we collected presentation and relapse samples from six normal karyotype AML cases. We performed enhanced whole-genome sequencing to characterize clonal evolution, and deep-coverage single-cell RNA sequencing on the same samples, which yielded 142,642 high-quality cells for analysis. Identifying expressed mutations in individual cells enabled us to discriminate between normal and AML cells, to identify coordinated changes in the genome and transcriptome, and to identify subclone-specific cell states. We quantified the coevolution of genetic and transcriptional heterogeneity during AML progression, and found that transcriptional changes were significantly correlated with genetic changes. However, transcriptional adaptation sometimes occurred independently, suggesting that clonal evolution does not represent all relevant biological changes. In three cases, we identified cells at diagnosis that likely seeded the relapse. Finally, these data revealed a conserved relapse-enriched leukemic cell state bearing markers of stemness, quiescence, and adhesion. SIGNIFICANCE: These data enabled us to identify a relapse-enriched leukemic cell state with distinct transcriptional properties. Detailed case-by-case analyses elucidated the complex ways in which the AML genome, transcriptome, and immune microenvironment interact to evade chemotherapy. These analyses provide a blueprint for evaluating these factors in larger cohorts..

摘要

为了更好地了解急性髓系白血病 (AML) 患者复发后的克隆和转录适应性,我们从六个正常核型 AML 病例中收集了初诊和复发样本。我们进行了增强全基因组测序以描绘克隆进化,并对相同样本进行了深度覆盖的单细胞 RNA 测序,共获得了 142642 个高质量细胞进行分析。在单个细胞中识别表达突变使我们能够区分正常细胞和 AML 细胞,确定基因组和转录组的协调变化,并识别亚克隆特异性的细胞状态。我们量化了 AML 进展过程中遗传和转录异质性的共同进化,发现转录变化与遗传变化显著相关。然而,转录适应性有时独立发生,这表明克隆进化并不代表所有相关的生物学变化。在三个病例中,我们鉴定出初诊时可能引发复发的细胞。最后,这些数据揭示了一种保守的复发富集白血病细胞状态,具有干性、静止和黏附的标志。意义:这些数据使我们能够鉴定出具有独特转录特性的复发富集白血病细胞状态。详细的个案分析阐明了 AML 基因组、转录组和免疫微环境相互作用以逃避化疗的复杂方式。这些分析为在更大的队列中评估这些因素提供了蓝图。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b43d/9924296/82bb7641bf15/32fig1.jpg

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