Figure 5.
Specific biomarkers of AMKL. (A) Heat map of expression values in FPKM (RNAseq) of 7 top-ranked genes encoding cell surface proteins that are differentially expressed by a least 10-fold in leukemic BM cells derived from patients (pAMKL) or mouse xenograft models (xAMKL) in the middle panel, as compared with normal CB-CD34+ cells in the left panel, and expressed at low levels (≤5 FPKM) in CB-CD34+ cells. Genes with expression values of ≥5 FPKM in all N5A AMKL samples, fold change ≥10 compared with CB-CD34+ samples, and low expression levels (≤5 FPKM) in CB-CD34+ cells are listed in supplemental Table 8. Expression of the selected genes in leukemic BM cells derived from patients presenting other genetic subtypes of AMKL (non-N5A pAMKL) or non-AMKL leukemia subtype involving NUP98 rearrangement (NUPr pAML) are also indicated. Expression of ITGA2B/CD41, ITGB3/CD61, and NCAM1 is indicated in red for comparison. Expression of the selected genes in the validation cohort6 are shown in the right panel, represented as mean expression per indicated genetic group. (B) Distribution of selected gene expression values (FPKM) in BM-derived pediatric AML cells classified according to the FAB nomenclature (M0-M7); n = 284 pediatric AML cases from the National Cancer Institute (NCI) TARGET database. Horizontal lines represent median values. Pairwise gene expression comparisons between M7 and other FAB categories were performed with a Mann-Whitney rank sum test with the Benjamini-Hochberg correction (shown below graphs). M7 leukemia (n = 11) involved the following exclusive genetic lesions: NUP98-KDM5A (n = 1), CBFA2T3-GLIS2 (n = 4), KMT2A-MLLT10 (n = 1), and RBM15-MKL1 (n = 1). (C) Pairwise scatterplot representations showing correlative expression of the indicated genes in a pediatric AML (NCI, TARGET database). Representations were created with the bioinformatic tool MiSTIC.51 AML classified as FAB M7 or M6 are indicated in red and blue, respectively. (D) Selection of specimens expressing the highest levels of RHAG, NEO1, GP9, or ITGB3/CD61 combined with ITGA2B/CD41 significantly enriches for FAB M7 AML (eg, AMKL). M7: 8 of 9 selected P = 6.1e-11. See data set and bioinformatic tool in panel C. (E) SELP expression, as assessed by flow cytometry in freshly isolated CB-CD34+ cells and in AMKL BM cells from an N5A mouse xenograft model. (F) Expression of NEO1 detected by RT-PCR using RNA derived from the BM of leukemic xenograft models or from CB-CD34+ cells. KDM5B expression was used as the endogenous control. (G) Expression of NEO1 detected by RT-PCR using RNA derived from the BM of an infant with NUP98-BPTF AMKL. RNA was isolated at diagnosis (NUP98r pAMKL-3D) and after 2 cycles of chemotherapy when disease burden was ∼2% by cytology (NUP98r pAMKL-3 MRD). Human placental RNA was used as the nontumor control. ns/not significant P > .05; *P < .05; **P < .01; ***P < .001; ****P < .0001.

Specific biomarkers of AMKL. (A) Heat map of expression values in FPKM (RNAseq) of 7 top-ranked genes encoding cell surface proteins that are differentially expressed by a least 10-fold in leukemic BM cells derived from patients (pAMKL) or mouse xenograft models (xAMKL) in the middle panel, as compared with normal CB-CD34+ cells in the left panel, and expressed at low levels (≤5 FPKM) in CB-CD34+ cells. Genes with expression values of ≥5 FPKM in all N5A AMKL samples, fold change ≥10 compared with CB-CD34+ samples, and low expression levels (≤5 FPKM) in CB-CD34+ cells are listed in supplemental Table 8. Expression of the selected genes in leukemic BM cells derived from patients presenting other genetic subtypes of AMKL (non-N5A pAMKL) or non-AMKL leukemia subtype involving NUP98 rearrangement (NUPr pAML) are also indicated. Expression of ITGA2B/CD41, ITGB3/CD61, and NCAM1 is indicated in red for comparison. Expression of the selected genes in the validation cohort are shown in the right panel, represented as mean expression per indicated genetic group. (B) Distribution of selected gene expression values (FPKM) in BM-derived pediatric AML cells classified according to the FAB nomenclature (M0-M7); n = 284 pediatric AML cases from the National Cancer Institute (NCI) TARGET database. Horizontal lines represent median values. Pairwise gene expression comparisons between M7 and other FAB categories were performed with a Mann-Whitney rank sum test with the Benjamini-Hochberg correction (shown below graphs). M7 leukemia (n = 11) involved the following exclusive genetic lesions: NUP98-KDM5A (n = 1), CBFA2T3-GLIS2 (n = 4), KMT2A-MLLT10 (n = 1), and RBM15-MKL1 (n = 1). (C) Pairwise scatterplot representations showing correlative expression of the indicated genes in a pediatric AML (NCI, TARGET database). Representations were created with the bioinformatic tool MiSTIC.51  AML classified as FAB M7 or M6 are indicated in red and blue, respectively. (D) Selection of specimens expressing the highest levels of RHAG, NEO1, GP9, or ITGB3/CD61 combined with ITGA2B/CD41 significantly enriches for FAB M7 AML (eg, AMKL). M7: 8 of 9 selected P = 6.1e-11. See data set and bioinformatic tool in panel C. (E) SELP expression, as assessed by flow cytometry in freshly isolated CB-CD34+ cells and in AMKL BM cells from an N5A mouse xenograft model. (F) Expression of NEO1 detected by RT-PCR using RNA derived from the BM of leukemic xenograft models or from CB-CD34+ cells. KDM5B expression was used as the endogenous control. (G) Expression of NEO1 detected by RT-PCR using RNA derived from the BM of an infant with NUP98-BPTF AMKL. RNA was isolated at diagnosis (NUP98r pAMKL-3D) and after 2 cycles of chemotherapy when disease burden was ∼2% by cytology (NUP98r pAMKL-3 MRD). Human placental RNA was used as the nontumor control. ns/not significant P > .05; *P < .05; **P < .01; ***P < .001; ****P < .0001.

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