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Single cell analysis reveals altered tumor microenvironments of relapse- and remission-associated pediatric acute myeloid leukemia

Authors :
Ryan J. Summers
Bhakti Dwivedi
Christopher C. Porter
Sharon M. Castellino
Douglas K. Graham
Sunil S. Raikar
Beena E. Thomas
Melinda Pauly
Himalee S. Sabnis
Debasree Sarkar
Hope L Mumme
Daniel S. Wechsler
Deborah DeRyckere
Swati S. Bhasin
Pruthvi Perumalla
Sunita I. Park
Manoj Bhasin
Gulay B. Ulukaya
Publication Year :
2021
Publisher :
Research Square Platform LLC, 2021.

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.

Details

Database :
OpenAIRE
Accession number :
edsair.doi...........759cb6f6d0f27403590e4c56ff8b5e16