髓系白血病
转录组
基因
癌症研究
下调和上调
髓样
骨髓
生物
肿瘤科
免疫学
医学
内科学
基因表达
遗传学
作者
Gulay Ulukaya,Beena Thomas,Swati S. Bhasin,Hope L Mumme,Bhakti Dwivedi,Pruthvi Perumalla,Debasree Sarkar,Himalee Sabnis,Sunita Park,Deborah DeRyckere,Sunil S. Raikar,Melinda Pauly,Ryan J. Summers,Sharon M. Castellino,Daniel S. Wechsler,Christopher C. Porter,Douglas K. Graham,Manoj Bhasin
出处
期刊:Research Square - Research Square
日期:2021-09-03
被引量:1
标识
DOI:10.21203/rs.3.rs-819846/v2
摘要
Abstract Relapse- and continuous complete remission (CCR)-associated pediatric acute myeloid leukemia (AML) patient bone marrows collected at the time of diagnosis (Dx), end of induction (EOI) and relapse were analyzed by single cell RNA sequencing. A novel AML blasts-associated 7-genes signature (CLEC11A, PRAME, AZU1, NREP, ARMH1, C1QBP, TRH) displayed a strong correlation with blast percentages and overall survival in the TARGET AML dataset (HR=2.3; P-value=.007). Distinct clusters of AML-blasts at Dx were observed for relapse- and CCR-associated samples with differential expression of genes associated with survival. Relapse-associated samples demonstrated enrichment of exhausted T cells and M2 macrophages as opposed to inflammatory M1 macrophages in CCR-associated samples at Dx. EOI treatment resistant blast cells overexpressed fatty acid oxidation, tumor growth and stemness genes. Also, a relapse-associated EOI samples T cells subset showed downregulation of MHC Class I and regulatory genes. Altogether, this study deeply characterizes pediatric AML relapse-/CCR-associated tumor microenvironment transcriptome landscape.
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