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

被引:6
|
作者
Thakral, Deepshi [1 ]
Singh, Vivek Kumar [1 ]
Gupta, Ritu [1 ]
Jha, Nitu [1 ]
Khan, Aafreen [1 ]
Kaur, Gurvinder [1 ]
Rai, Sandeep [1 ]
Kumar, Vijay [1 ]
Supriya, Manisha [1 ]
Bakhshi, Sameer [2 ]
Seth, Rachna [3 ]
机构
[1] All India Inst Med Sci, Lab Oncol Unit, Dr BRA IRCH, New Delhi, India
[2] All India Inst Med Sci, Dr BRA IRCH, Oncol, New Delhi, India
[3] All India Inst Med Sci, Dept Pediat, New Delhi, India
关键词
Acute myeloid leukemia; Pediatric AML; Leukemic stem cells; Gene expression profile; Single-cell sequencing; Transcriptional heterogeneity; DEGs; GENE-EXPRESSION SIGNATURE; KINASES; IDENTIFICATION; ASSOCIATION; LANDSCAPE; PROTEIN;
D O I
10.1007/s00277-022-05021-4
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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 LSCenriched 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.
引用
收藏
页码:73 / 87
页数:15
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