Long Noncoding RNA Expression Independently Predicts Outcome in Pediatric Acute Myeloid Leukemia.

2023

JCO2201114

02/2023

1527-7755

PURPOSE: Optimized strategies for risk classification are essential to tailor therapy for patients with biologically distinctive disease. Risk classification in pediatric acute myeloid leukemia (pAML) relies on detection of translocations and gene mutations. Long noncoding RNA (lncRNA) transcripts have been shown to associate with and mediate malignant phenotypes in acute myeloid leukemia (AML) but have not been comprehensively evaluated in pAML.

METHODS: To identify lncRNA transcripts associated with outcomes, we evaluated the annotated lncRNA landscape by transcript sequencing of 1,298 pediatric and 96 adult AML specimens. Upregulated lncRNAs identified in the pAML training set were used to establish a regularized Cox regression model of event-free survival (EFS), yielding a 37 lncRNA signature (lncScore). Discretized lncScores were correlated with initial and postinduction treatment outcomes using Cox proportional hazards models in validation sets. Predictive model performance was compared with standard stratification methods by concordance analysis.

RESULTS: Training set cases with positive lncScores had 5-year EFS and overall survival rates of 26.7% and 42.7%, respectively, compared with 56.9% and 76.3% with negative lncScores (hazard ratio, 2.48 and 3.16; < .001). Pediatric validation cohorts and an adult AML group yielded comparable results in magnitude and significance. lncScore remained independently prognostic in multivariable models, including key factors used in preinduction and postinduction risk stratification. Subgroup analysis suggested that lncScores provide additional outcome information in heterogeneous subgroups currently classified as indeterminate risk. Concordance analysis showed that lncScore adds to overall classification accuracy with at least comparable predictive performance to current stratification methods that rely on multiple assays.

CONCLUSION: Inclusion of the lncScore enhances predictive power of traditional cytogenetic and mutation-defined stratification in pAML with potential, as a single assay, to replace these complex stratification schemes with comparable predictive accuracy.

10.1200/JCO.22.01114

J Clin Oncol

36795987

CBFB-MYH11 Fusion Transcripts Distinguish Acute Myeloid Leukemias with Distinct Molecular Landscapes and Outcomes.

2021

2021 Sep 21

2473-9537

<p>Patients with inv(16)/CBFB-MYH11 AML are considered favorable risk, however, nearly one-third relapse despite intensive therapy. Despite efforts to define risk groups within this favorable risk cohort, CBFB-MYH11 AML patients continue to be treated as a uniform cohort. Through transcriptome sequencing of 186 patients with inv(16) AML, we demonstrate that fusion junction breakpoints (exon 5-exon 33 versus other) are highly associated with outcome. The presence of exon 17 KIT mutations provides additional prognostic significance. Additionally, we provide insights into the transcriptional landscapes that differentiate these distinct CBFB-MYH11 AML subtypes. Children's Oncology Group trials include CCG-2961 (registered at www.clinicaltrials.gov as NCT00002798), AAML03P1 (NCT00070174), AAML0531 (NCT00372593), and AAML1031 (NCT01371981).</p>

10.1182/bloodadvances.2021004965

Blood Adv

34547772

CEBPA bZip Mutations are Associated with Favorable Prognosis in de novo AML: A Report from the Children's Oncology Group.

2021

2021 May 05

1528-0020

<p>Bi-allelic CEBPA mutations are associated with favorable outcomes in AML. We evaluated the clinical and biologic implications of CEBPA-bZip mutations in childhood/young adult newly diagnosed AML. CEBPA-bZip mutation status was determined in 2,958 AML patients enrolled on COG trials (NCT00003790, NCT0007174, NCT00372593, NCT01379181). Next generation sequencing (NGS) was performed in 1,863 patients, 107 with CEBPA mutations, to characterize the co-occurring mutations. CEBPA mutational status was correlated with disease characteristics and clinical outcomes. CEBPA-bZip mutations were identified in 160/2958 (5.4%) patients, with 132 (82.5%) harboring a second CEBPA mutation (CEBPA-dm) and 28 (17.5%) with a single CEBPA-bZip only. The clinical and laboratory features of the two CEBPA cohorts were very similar. CEBPA-dm and CEBPA-bZip patients experienced identical event-free survival (EFS) of 64% and similar overall survival (OS) of 81% and 89%, respectively (p=0.259); this compared favorably to EFS and OS in CEBPA wild type (CEBPA-WT) of 46% and 61%, respectively (both p&lt;0.001). Transcriptome analysis demonstrated similar expression profiles for CEBPA-bZip and CEBPA-dm cases. Comprehensive NGS of CEBPA-mutant cases identified co-occurring CSF3R and GATA2 mutations in 13.1% and 21.5% of patients, respectively. Patients with dual CEBPA/CSF3R mutations had an EFS of 17% vs. 63% for CEBPA-mutant/CSF3R-WT (p&lt;0.001) with a corresponding relapse rate (RR) of 83% vs. 22%, respectively (p&lt;0.001); GATA2 co-occurrence did not impact outcome. CEBPA bZip domain mutations are associated with favorable clinical outcomes, regardless of mono or bi-allelic status. Co-occurring CSF3R and CEBPA mutations are associated with a high RR and nullifies the favorable prognostic impact of CEBPA mutations.</p>

10.1182/blood.2020009652

Blood

33951732

Heat Shock Factor 1 (HSF1-pSer326) Predicts Response to Bortezomib-Containing Chemotherapy in Pediatric AML: A COG Study.

2020

2020 Sep 21

1528-0020

<p>Bortezomib (BTZ) was recently evaluated in a randomized Phase 3 clinical trial which compared standard chemotherapy (cytarabine, daunorubicin, etoposide; ADE) to standard therapy with BTZ (ADEB) for de novo pediatric acute myeloid leukemia. While the study concluded that BTZ did not improve outcome overall, we examined patient subgroups benefitting from BTZ-containing chemotherapy using proteomic analyses. The proteasome inhibitor BTZ disrupts protein homeostasis and activates cytoprotective heat shock responses. We measured total heat shock factor 1 (HSF1) and phosphorylated HSF1 (HSF1-pSer326) in leukemic cells from 483 pediatric patients using Reverse Phase Protein Arrays. HSF1-pSer326 phosphorylation was significantly lower in pediatric AML compared to CD34+ non-malignant cells. We identified a strong correlation between HSF1-pSer326 expression and BTZ sensitivity. BTZ significantly improved outcome of patients with low-HSF1-pSer326 with a 5-year event-free survival of 44% (ADE) vs. 67% for low-HSF1-pSer326 treated with ADEB (P=0.019). To determine the effect of HSF1 expression on BTZ potency in vitro, cell viability with HSF1 gene variants that mimicked phosphorylated (S326A) and non-phosphorylated (S326E) HSF1-pSer326 were examined. Those with increased HSF1 phosphorylation showed clear resistance to BTZ vs. those with wild type or reduced HSF1-phosphorylation. We hypothesize that HSF1-pSer326 expression could identify patients that benefit from BTZ-containing chemotherapy.</p>

10.1182/blood.2020005208

Blood

32959058

Comprehensive Transcriptome Profiling of Cryptic CBFA2T3-GLIS2 Fusion-positive AML Defines Novel Therapeutic Options - A COG and TARGET Pediatric AML Study.

2019

2019 Nov 12

1078-0432

<p><strong>PURPOSE: </strong>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.</p>

<p><strong>EXPERIMENTAL DESIGN: </strong>Available RNA from children and young adults with de novo 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.</p>

<p><strong>RESULTS: </strong>The CBFA2T3-GLIS2 fusion was restricted to infants &lt; 3 years-old (p&lt;0.001) and presence of this fusion was highly associated with adverse outcome (p&lt;0.001) across all morphological 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 up-regulation of genes with cell membrane/extracellular matrix localization potential, including NCAM1 and GABRE. Additionally, miRNA profiling revealed significant over-expression 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 ADC caused significant cytotoxicity in leukemic blasts.</p>

<p><strong>CONCLUSIONS: </strong>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.</p>

10.1158/1078-0432.CCR-19-1800

Clin. Cancer Res.

31719049