Integrated single-cell transcriptome analysis of CD34 + enriched leukemic stem cells revealed intra- and inter-patient transcriptional heterogeneity in pediatric acute myeloid leukemia

Acute myeloid leukemia; DEGs; Gene expression profile; Leukemic stem cells; Pediatric AML; Single-cell sequencing; Transcriptional heterogeneity.
浏览次数:19 分享:

Deepshi Thakral, Vivek Kumar Singh, Ritu Gupta, Nitu Jha, Aafreen Khan, Gurvinder Kaur, Sandeep Rai, Vijay Kumar, Manisha Supriya, Sameer Bakhshi, Rachna Seth

  • Ann Hematol
  • 3.5
  • 2023 Jan;102(1):73-87.
  • 单细胞测序
  • 循环系统
  • 干细胞
  • 白血病

Abstract

To gain insights into the idiosyncrasies of CD34 + enriched leukemic stem cells, we investigated the nature and extent of transcriptional heterogeneity by single-cell sequencing in pediatric AML. Whole transcriptome analysis of 28,029 AML single cells was performed using the nanowell cartridge-based barcoding technology. Integrated transcriptional analysis identified unique leukemic stem cell clusters of each patient and intra-patient heterogeneity was revealed by multiple LSC-enriched clusters differing in their cell cycle processes and BCL2 expression. All LSC-enriched clusters exhibited gene expression profile of dormancy and self-renewal. Upregulation of genes involved in non-coding RNA processing and ribonucleoprotein assembly were observed in LSC-enriched clusters relative to HSC. The genes involved in regulation of apoptotic processes, response to cytokine stimulus, and negative regulation of transcription were upregulated in LSC-enriched clusters as compared to the blasts. Validation of top altered genes in LSC-enriched clusters confirmed upregulation of TCF7L2, JUP, ARHGAP25, LPAR6, and PRDX1 genes, and serine/threonine kinases (STK24, STK26). Upregulation of LPAR6 showed trend towards MRD positive status (Odds ratio = 0.126; 95% CI = 0.0144-1.10; p = 0.067) and increased expression of STK26 significantly correlated with higher RFS (HR = 0.231; 95% CI = 0.0506-1.052; p = 0.04). Our findings addressed the inter- and intra-patient diversity within AML LSC and potential signaling and chemoresistance-associated targets that warrant investigation in larger cohort that may guide precision medicine in the near future. Keywords: Acute myeloid leukemia; DEGs; Gene expression profile; Leukemic stem cells; Pediatric AML; Single-cell sequencing; Transcriptional heterogeneity.
金课堂之文献解析 文献原文请点击

技术文章 更多

    研究领域 更多

      热点文献