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  • 1
    In: Blood, American Society of Hematology, Vol. 134, No. Supplement_1 ( 2019-11-13), p. 4658-4658
    Abstract: CD123 is a cell surface protein expressed on hematopoietic progenitors and the surface of most AML blasts, making it a valuable therapeutic target for clinical intervention. As such, antibody-drug conjugates or CAR T cells against this antigen have been developed including tagraxofusp-erzs, recently approved for blastic plasmacytoid dendritic cell neoplasm (BPDCN). CD123 is the alpha subunit of the interleukin 3 receptor and is encoded by the pseudoautosomal IL3RA gene. Recent work demonstrated that different monoclonal antibodies directed against CD123 show sizable discrepancies when used to quantify this antigen on AML patient samples. (Cruz et al. 2018) Given these results and the variability in patient response to anti-CD123 therapeutics, we hypothesized that heterogeneity in IL3RA mRNA isoform expression may induce epitope variation on the cell surface, modulating antibody and therapeutic response. To better understand the heterogeneity, we analyzed long and short read transcriptomics data from normal bone marrow along with pediatric AML samples known to harbor translocations. The combination of these two types of RNA expression data afford both a look at full length isoforms produced in patients and the relative expression levels of each. To define the isoforms expressed in pediatric AML, we augmented short read RNAseq with long read transcriptomics on the PacBio platform. Following up on short RNAseq data generated from 4 clinical study cohorts of pediatric AML samples (N = 1,394) collected and normal bone marrow controls (NBM, N = 68), we chose diagnostic AML samples (N=10) and one NBM with high RNA integrity (RIN 〉 9) for polyA transcript profiling using Pacific Biosciences (PacBio) long read RNA sequencing. This method gives full isoform sequences that can be reliably translated into open reading frames. It also adds new utility to our wealth of short read RNA-seq as the long read data can be used in a reference fashion to quantify and compare isoforms across cohorts. After profiling and classifying the novel isoforms, we honed in on transcripts from the IL3RA locus since these encode the CD123 antigen targeted by immunotherapy approaches. PacBio long read RNA sequencing detected 8 unique full-length transcript isoforms that mapped to the IL3RA gene: 4 known and 4 novel IL3RA transcripts. Three abundant known isoforms aligned to the canonical annotated IL3RA (Isoform 1, Figure 1A), an isoform missing exons 3 and 4 (Isoform 2) or a third isoform (Isoform 3, not shown) which does not encode a transmembrane domain. We focused on 3 novel isoforms (Figure 1, Isoforms A-C) encompassing a variety of splicing changes, but all of which are predicted to harbor a transmembrane domain and dramatically alter the extracellular peptide sequence in comparison to annotated isoforms. (Figure 1, domains predicted and colored in the legend) The novel isoforms were found independently in multiple patients, but as additional validation we PCR amplified cDNA from patient samples using an inclusive primer set directed to constitutive exons that flank the alternative splicing events and thus designed to capture multiple isoforms. (Figure 2A, arrows) Products were separated by gel electrophoresis with amplicons cloned, Sanger sequenced and analyzed through alignment with human reference sequences. The non-specific isoform amplification detects multiple isoforms indicating heterogeneity in splice site choice between patients. Fragment analysis from patient 2 (Figure 2B) confirms the presence of isoform variation with peaks corresponding with the expected products from isoforms 1, 2, A, B, and C. In an effort to further validate and quantify novel isoforms of IL3RA, we employed kallisto which utilizes short read RNAseq data from the entire cohort to get a count estimate for each isoform in pediatric AML patient samples and normal controls. These data (Figure 3) indicate that while the annotated isoform 1 is the most abundant, a wide range of novel isoform expression is detected in both normal and pAML samples. In conclusion, changes in protein length and peptide sequence may affect the efficacy of therapeutic anti-CD123 approaches since some patients express alternative isoforms with a wide range of abundance. We anticipate that the computational and experimental pipeline used to discover and characterize these isoforms will be of high value in the study of many cell surface antigens with therapeutic potential. Disclosures Underwood: Pacific Biosciences: Employment, Equity Ownership. Tseng:Pacific Biosciences: Employment, Equity Ownership. Farrar:Novartis: Research Funding.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2019
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  • 2
    In: The American Journal of Human Genetics, Elsevier BV, Vol. 86, No. 4 ( 2010-04), p. 655-656
    Type of Medium: Online Resource
    ISSN: 0002-9297
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    Language: English
    Publisher: Elsevier BV
    Publication Date: 2010
    detail.hit.zdb_id: 1473813-2
    SSG: 12
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  • 3
    In: The American Journal of Human Genetics, Elsevier BV, Vol. 86, No. 2 ( 2010-02), p. 222-228
    Type of Medium: Online Resource
    ISSN: 0002-9297
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    Language: English
    Publisher: Elsevier BV
    Publication Date: 2010
    detail.hit.zdb_id: 1473813-2
    SSG: 12
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  • 4
    In: Blood, American Society of Hematology, Vol. 127, No. 24 ( 2016-06-16), p. 3094-3098
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2016
    detail.hit.zdb_id: 1468538-3
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  • 5
    In: Blood Advances, American Society of Hematology, Vol. 5, No. 23 ( 2021-12-14), p. 4963-4968
    Abstract: CBFB-MYH11 transcripts and KIT mutations predict relapse in AML. High-risk CBFB-MYH11 transcripts are associated with distinct transcriptional landscapes and upregulation of early hematopoiesis genes.
    Type of Medium: Online Resource
    ISSN: 2473-9529 , 2473-9537
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2021
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  • 6
    In: Blood Advances, American Society of Hematology, Vol. 6, No. 2 ( 2022-01-25), p. 521-527
    Abstract: Secondary myelodysplastic syndromes and acute myeloid leukemia (sMDS/AML) are rare in children and adolescents and have a dismal prognosis. The mainstay therapy is hematopoietic cell transplantation (HCT), but there has been no innovation in cytoreductive regimens. CP X-351, a fixed 5:1 molar ratio of liposomal cytarabine to daunorubicin, has shown favorable safety and efficacy in elderly individuals with secondary AML and children with relapsed de novo AML. We report the outcomes of 7 young patients (6 with newly diagnosed sMDS/AML and 1 with primary MDS/AML) uniformly treated with CP X-351. Five patients had previously received chemotherapy for osteosarcoma, Ewing sarcoma, neuroblastoma, or T-cell acute lymphoblastic leukemia; 1 had predisposing genomic instability disorder (Cornelia de Lange syndrome) and 1 had MDS-related AML and multiorgan failure. The median age at diagnosis of myeloid malignancy was 17 years (range, 13-23 years). Patients received 1 to 3 cycles of CP X-351 (cytarabine 100 mg/m2 plus daunorubicin 44 mg/m2) on days 1, 3, and 5, resulting in complete morphologic remission without overt toxicity or treatment-related mortality. This approach allowed for adding an FLT3 inhibitor as individualized therapy in 1 patient. Six patients were alive and leukemia-free at 0.5 to 3.3 years after HCT. One patient died as a result of disease progression before HCT. To summarize, CP X-351 is an effective and well-tolerated regimen for cytoreduction in pediatric sMDS/AML that warrants prospective studies.
    Type of Medium: Online Resource
    ISSN: 2473-9529 , 2473-9537
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2022
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  • 7
    In: Clinical Cancer Research, American Association for Cancer Research (AACR), Vol. 26, No. 3 ( 2020-02-01), p. 726-737
    Abstract: A cryptic inv(16)(p13.3q24.3) encoding the CBFA2T3–GLIS2 fusion is associated with poor outcome in infants with acute megakaryocytic leukemia. We aimed to broaden our understanding of the pathogenesis of this fusion through transcriptome profiling. Experimental Design: Available RNA from children and young adults with de novo acute myeloid leukemia (AML; N = 1,049) underwent transcriptome sequencing (mRNA and miRNA). Transcriptome profiles for those with the CBFA2T3–GLIS2 fusion (N = 24) and without (N = 1,025) were contrasted to define fusion-specific miRNAs, genes, and pathways. Clinical annotations defined distinct fusion-associated disease characteristics and outcomes. Results: The CBFA2T3–GLIS2 fusion was restricted to infants & lt;3 years old (P & lt; 0.001), and the presence of this fusion was highly associated with adverse outcome (P & lt; 0.001) across all morphologic classifications. Further, there was a striking paucity of recurrent cooperating mutations, and transduction of cord blood stem cells with this fusion was sufficient for malignant transformation. CBFA2T3–GLIS2 positive cases displayed marked upregulation of genes with cell membrane/extracellular matrix localization potential, including NCAM1 and GABRE. Additionally, miRNA profiling revealed significant overexpression of mature miR-224 and miR-452, which are intronic miRNAs transcribed from the GABRE locus. Gene-set enrichment identified dysregulated Hippo, TGFβ, and hedgehog signaling, as well as NCAM1 (CD56) interaction pathways. Therapeutic targeting of fusion-positive leukemic cells with CD56-directed antibody–drug conjugate caused significant cytotoxicity in leukemic blasts. Conclusions: The CBFA2T3–GLIS2 fusion defines a highly refractory entity limited to infants that appears to be sufficient for malignant transformation. Transcriptome profiling elucidated several highly targetable genes and pathways, including the identification of CD56, providing a highly plausible target for therapeutic intervention.
    Type of Medium: Online Resource
    ISSN: 1078-0432 , 1557-3265
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2020
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  • 8
    In: Nature Communications, Springer Science and Business Media LLC, Vol. 13, No. 1 ( 2022-09-19)
    Abstract: Relapsed or refractory pediatric acute myeloid leukemia (AML) is associated with poor outcomes and relapse risk prediction approaches have not changed significantly in decades. To build a robust transcriptional risk prediction model for pediatric AML, we perform RNA-sequencing on 1503 primary diagnostic samples. While a 17 gene leukemia stem cell signature (LSC17) is predictive in our aggregated pediatric study population, LSC17 is no longer predictive within established cytogenetic and molecular (cytomolecular) risk groups. Therefore, we identify distinct LSC signatures on the basis of AML cytomolecular subtypes (LSC47) that were more predictive than LSC17. Based on these findings, we build a robust relapse prediction model within a training cohort and then validate it within independent cohorts. Here, we show that LSC47 increases the predictive power of conventional risk stratification and that applying biomarkers in a manner that is informed by cytomolecular profiling outperforms a uniform biomarker approach.
    Type of Medium: Online Resource
    ISSN: 2041-1723
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2022
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  • 9
    In: Blood, American Society of Hematology, Vol. 126, No. 23 ( 2015-12-03), p. 169-169
    Abstract: Genetic alterations in the Nucleoporin (NUP) family of genes are involved in myeloid leukemogenesis and are associated with poor prognosis. We previously showed that NUP98-NSD1 is prevalent in acute myeloid leukemia (AML) and is highly associated with FLT3-ITD and dismal outcome. As genetic alterations in the NUP family are frequently cryptic by conventional karyotyping, their incidence has been underestimated. The COG/NCI TARGET AML initiative has performed comprehensive genome-wide characterization of diagnostic specimens from 200 pediatric AML cases in order to identify novel genetic lesions with prognostic and therapeutic significance. The interrogation of the whole genome and RNA sequencing data generated by this initiative identified numerous fusion transcripts involving the NUP family of genes, including NUP98-NSD1, NUP98-KDM5A, NUP98-HOXA9, NUP98-HMG3, NUP98-HOXD13, NUP98-PHF23, NUP98-BRWD3, CLINT-NUP98 and DEK-NUP214. All computationally identified NUP fusions were verified by orthogonal methodology and high-throughput screening assay was developed for frequency determination. The verified NUP fusions were screened in children treated on COG AAML0531 and AAML03P1 to define their prevalence, clinical characteristics and association with clinical outcome. The impact of NUP fusions was initially evaluated in patients with cytogenetically normal AML (CN-AML). NUP fusions were observed in 14.5% (35 of 242) patients: NUP98-NSD1 (N=21), DEK-NUP214 (N=3), NUP98-HMG3 (N=3), NUP98-HOXD13 (N=2), NUP98-PHF23 (N=2) and NUP98-KDM5A (N=4). The NUP fusions NUP98-BRWD3, NUP98-HOXA9 and CLINT-NUP98 were not found in CN-AML patients. Demographics and disease characteristics of CN-AML patients with and without NUP fusions were compared. Although patients of Asian descent comprised only 7% of the study population, they harbored significantly higher number of NUP fusions (29% vs 5%, P =0.002). Among those of Asian descent with CN-AML, 35% harbored a NUP fusion. We also noted an inverse association between NUP fusions and African-Americans where NUP fusions were not identified in any of African-American patients (P =0.031). NUP fusions were correlated with other common mutations in AML. NPM1 (9% vs 28%, P =0.007) and CEBPA (6% vs 19%, P =0.06) were rare in patients with NUP fusions, whereas FLT3/ITD (62% vs 34%, P =0.002) and WT1 (32% vs 8%, P 〈 0.001) were significantly more prevalent in patients harboring NUP fusions. Patients with NUP fusions had a significantly lower complete remission (CR) rate (53% vs. 77%, P =0.004) and 5-year event free survival (EFS, 32% vs 53%, P =0.003) than those without N UP fusions. Given the high co-occurrence of NUP fusions and FLT3-ITD, we investigated the prevalence and clinical correlation of NUP fusions in all FLT3-ITD-positive patients. The prevalence of NUP fusions in FLT3-ITD patients was 26% (43 of 164). The CR rate was lower in patients co-expressing the NUP fusion and FLT3-ITD (40% vs 71%, P 〈 0.001) than in those with FLT3-ITD alone. In addition, minimal residual disease (MRD) was more common in patients co-expressing NUP fusions and FLT3-ITD (68% vs 42%, P =0.008) than in those with FLT3-ITD alone. Finally, patients co-expressing FLT3-ITD and NUP fusions had a 5-year EFS of 28% vs 35% (P =0.093) for those with FLT3-ITD only. Next, we investigated the prevalence of NUP fusions in specific cytogenetic groups and found that NUP fusions were rare in patients with core binding factor and were not observed in patients with MLL rearrangements. In this study we report on the discovery, verification and frequency validation of NUP fusions, a new class of genetic alterations in AML. We demonstrate that NUP fusionsare common in pediatric patients and patients with CN-AML harboring NUP fusions have poor outcome and are more likely to have post-induction MRD than those without thesefusions. Furthermore, there is a high co-occurrence of FLT3-ITD and NUP fusions and patients harboring both genetic lesions have a lower CR rate and high post-induction MRD than those with FLT3-ITD alone. NUP fusions define a new subgroup of pediatric AML patients with an overall poor prognosis. AML harboring NUP fusions likely share similar mechanisms of leukemogenesis and targeting these genetic lesions will likely improve outcome in a significant subset of pediatric AML patients. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2015
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  • 10
    In: Blood, American Society of Hematology, Vol. 134, No. Supplement_1 ( 2019-11-13), p. 461-461
    Abstract: The MLLT10 gene, a known fusion partner for KMT2A, encodes AF10 protein, a transcription factor that binds unmodified histone H3 and regulates DOT1L expression. KMT2A-MLLT10 fusion portends adverse outcome, but MLLT10 function and prognostic implications in partnership with other genes has not been defined. In comprehensive transcriptome and karyotype evaluation of 2226 children and young adults (0-30 years), we defined the full spectrum of MLLT10 fusions, identified new fusion partners, and correlated MLLT10 structural variants with clinical outcome. We also evaluated transcription and methylation profiles to identify genes dysregulated in MLLT10 fusions with and without KMT2A. 2226 patients treated on Children's Oncology Group (COG) trials AAML0531 and AAML1031 were evaluated by transcriptome profiling and/or karyotyping to identify leukemia associated fusions and copy number changes associated with prognosis. Collectively, 127 patients (5.7%) had primary fusions involving MLLT10: 104 (82%) involving KMT2A (KMT2A-MLLT10), and 23 patients (18%) revealed other fusion partners (MLLT10-X). Alternate, recurrent fusion partners included PICALM (n=13), DDX3X (n=2), and TEC (n=2), while fusions with 6 other partner genes (DDX3Y, CEP164, NAP1L1, SCN2B, TREH, and XPO1) were each identified in single patients. Given the known association of KMT2A-MLLT10 fusions with adverse outcome, we sought to determine whether MLLT10-X had distinct characteristics and comparable outcomes. Initial comparison of disease characteristics in patients with and without KMT2A as fusion partner showed significant differences in age at diagnosis. Those with KMT2A-MLLT10 had a median age of 1.7 years (range 0-21.3), compared to 12.7 years (range 1.4-18.9) in those with MLLT10-X (p ≤ 0.001). There was no significant difference in gender, race, mutational status, or white blood cell count between these two cohorts. MLLT10 rearranged patients (n=127) demonstrated adverse outcomes, with 5-year event-free survival (EFS) of 18.6% vs. 49% in non-MLLT10 rearranged patients (N=1953, p & lt;0.001, Fig 1A) and poorer 5 year overall survival (OS, 38.8% vs. 65.4%, p ≤ 0.001). Next, we investigated the outcome of MLLT10 rearranged patients with and without KMT2A as a fusion partner. Patients with KMT2A-MLLT10 fusions had an EFS from study entry of 19.5% vs. 12.7% for those with alternate fusion partners (p=0.628, Fig 1B). The two cohorts also had similar relapse risk (RR) from remission with 84.7% (KMT2A-MLLT10) to that of 74.6% for MLLT10-X (p=0.876). Next we explored the transcriptome profile of patients with MLLT10 fusions to determine the impact of fusion partners, using ribodepleted RNA-seq data from 1049 patients treated on COG AAML1031. MLLT10-fusion-positive cases (n=66) were compared to other AML cases (n=983) in a differential expression (DE) analysis (limma/voom) (Fig 1C). Of 1,910 genes significantly differentially expressed, HOXA family genes were among the top 30 upregulated genes, with HOXA11 identified as & gt;6 logFC, or over 400x higher on average in MLLT10 rearranged patients. To determine if patients with MLLT10 fusions had distinct epigenetic profiles, we performed differential methylation analyses on samples from normal bone marrow and patients with 4 high-risk molecular features: MLLT10 rearranged, KMT2A rearranged, NUP98-NSD1 fused, and FLT3-ITD, across nearly 1 million CpG sites on the Infinium EPIC array (Illumina, CA). After fitting a multivariate model with all of the interacting molecular features, the 250 most discriminative regions were extracted and plotted (ComplexHeatmap) (Fig 1D). Strikingly, patients with MLLT10-X fusions cluster discretely with ultra-high-risk NUP98-NSD1 fusion patients, showing a broadly hypermethylated profile, while KMT2A-MLLT10 patients cluster within the larger KMT2A category and show far fewer hypermethylated regions. We identified patients with MLLT10 fusion partners not previously described, and compared them to other AML patients, as well as patients with known MLLT10 partners KMT2A and PICALM. All MLLT10-aberrant cases had poor EFS and OS, high RR, overexpressed HOXA genes, and distinct DNA methylation profiles, while patients with MLLT10-X fusions tend to be older children. Regardless of fusion partner, patients with MLLT10 fusions exhibit very high risk, and should be prioritized for alternative therapeutic intervention. Disclosures Farrar: Novartis: Research Funding. Deshpande:A2A Pharmaceuticals: Consultancy; Salgomed Therapeutics: Consultancy.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2019
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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