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Published on: September 1, 2019
Deciphering the Non-Coding RNA Landscape of Pediatric Acute Myeloid Leukemia
Jolien Vanhooren1,2,3, Laurens Van Camp1,2,3, Barbara Depreter4
1Department of Pediatric Hematology-Oncology and Stem Cell Transplantation, Ghent University Hospital, 9000 Ghent, Belgium.
Insights
This study identifies key non-coding RNAs in pediatric acute myeloid leukemia (pedAML) stem cells. Understanding these molecules may lead to better treatments for children with pedAML, improving survival rates.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Pediatric acute myeloid leukemia (pedAML) remains a significant challenge, with 20-30% of children experiencing relapse or treatment toxicity.
- Leukemic stem cells (LSCs) are implicated in pedAML relapse, necessitating their molecular characterization for improved therapies.
- Non-coding RNAs, including long non-coding RNAs (lncRNAs) and microRNAs (miRNAs), are increasingly recognized for their roles in disease, yet data in pedAML is limited.
Purpose of the Study:
- To comprehensively analyze non-coding RNA expression in pediatric acute myeloid leukemia (pedAML) subpopulations.
- To identify differentially expressed lncRNAs and miRNAs in leukemic stem cells (LSCs) compared to normal counterparts.
- To investigate the regulatory roles and functional implications of identified lncRNAs in pedAML pathogenesis.
Main Methods:
- Exploration of lncRNA (n=30,168) and miRNA (n=627) expression profiles in pedAML LSCs, leukemic blasts (L-blasts), and their normal counterparts.
- Assessment of regulatory interactions between differentially expressed lncRNAs in LSCs and miRNAs.
- Prediction of functional relevance of upregulated lncRNAs in LSCs using gene set enrichment analysis of correlated protein-coding genes.
Main Results:
- Cataloged differential expression of numerous lncRNAs and miRNAs in pedAML LSCs and L-blasts.
- Identified potential regulatory networks involving lncRNAs targeting miRNAs within pedAML subpopulations.
- Predicted functional roles for upregulated lncRNAs in LSCs, offering insights into disease mechanisms.
Conclusions:
- This study provides a valuable catalog of non-coding RNAs potentially involved in pediatric acute myeloid leukemia (pedAML) pathogenesis.
- The findings highlight the importance of non-coding RNAs in leukemic stem cells and their potential as therapeutic targets.
- This research lays the groundwork for future translational studies aimed at developing novel pedAML treatments.
Abstract:
Pediatric acute myeloid leukemia (pedAML) is a heterogeneous blood cancer that affects children. Although survival rates have significantly improved over the past few decades, 20-30% of children will succumb due to treatment-related toxicity or relapse. The molecular characterization of the leukemic stem cell, shown to be responsible for relapse, is needed to improve treatment options and survival. Recently, it has become clear that non-coding RNAs, including long non-coding RNAs (lncRNAs) and microRNAs (miRNAs), play a role in the development of human diseases, including pediatric cancer. Nevertheless, non-coding RNA expression data in pedAML are scarce. Here, we explored lncRNA (n = 30,168) and miRNA (n = 627) expression in pedAML subpopulations (leukemic stem cells (LSCs) and leukemic blasts (L-blasts)) and their normal counterparts (hematopoietic stem cells and control myeloblasts). The potential regulatory activity of differentially expressed lncRNAs in LSCs (unique or shared with the L-blast comparison) on miRNAs was assessed. Moreover, pre-ranked gene set enrichment analyses of (anti-) correlated protein-coding genes were performed to predict the functional relevance of the differentially upregulated lncRNAs in LSCs (unique or shared with the L-blast comparison). In conclusion, this study provides a catalog of non-coding RNAs with a potential role in the pathogenesis of pedAML, paving the way for further translational research studies.
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