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Differential mRNA and Long Noncoding RNA Expression Profiles in Pediatric B-Cell Acute Lymphoblastic Leukemia Patients by Bioinformatics
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Long non-coding RNAs (lncRNAs) are transcripts longer than 200 nt that
are involved in the pathogenesis and development of various cancers
including B cell acute lymphoblastic leukemia (B–ALL). To determine
whether lncRNAs are involved in B-ALL, we analyzed the expression
profile of lncRNAs and mRNAs in B-ALL. We performed RNA sequencing of 10
non-leukemic blood disease donors and 10 B-ALL patients for Gene
Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG)
analysis. Interactions among mRNAs were predicted using the STRING
database. The RNA-seq data of lncRNAs and mRNAs were validated using
reverse transcription-quantitative polymerase chain reaction (RT-qPCR).
Potential functions of subtype-specific lncRNAs were determined by using
coexpression-based analysis on distally (trans-pattern) located
protein-coding genes. A total of 1813 differentially expressed genes
(DEGs) and 2203 lncRNAs were identified. Moreover, 10 dysregulated
lncRNAs and 10 mRNAs were randomly selected, and further assessed by
RT-qPCR in vitro. Go and KEGG analysis demonstrated that the
differentially expressed mRNAs were most closely associated with myeloid
leukocyte activation and in transcriptional misregulation in cancer,
respectively. In addition, co-expression analysis demonstrated that
these lncRNAs, including MSTRG.27994.3, MSTRG.21740.1, ENST00000456341,
MSTRG.14224.1 and MSTRG.20153.1, may mediate the pathogenesis and
development of B-ALL via lncRNA-mRNA network interactions. These results
showed that several mRNAs and lncRNAs are aberrantly expressed in the
bone marrow of B-ALL patients and play potential roles in B-ALL
development, and be useful for diagnostic and/or prognostic purposes in
pediatric B–ALL.
Title: Differential mRNA and Long Noncoding RNA Expression Profiles in Pediatric B-Cell Acute Lymphoblastic Leukemia Patients by Bioinformatics
Description:
Long non-coding RNAs (lncRNAs) are transcripts longer than 200 nt that
are involved in the pathogenesis and development of various cancers
including B cell acute lymphoblastic leukemia (B–ALL).
To determine
whether lncRNAs are involved in B-ALL, we analyzed the expression
profile of lncRNAs and mRNAs in B-ALL.
We performed RNA sequencing of 10
non-leukemic blood disease donors and 10 B-ALL patients for Gene
Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG)
analysis.
Interactions among mRNAs were predicted using the STRING
database.
The RNA-seq data of lncRNAs and mRNAs were validated using
reverse transcription-quantitative polymerase chain reaction (RT-qPCR).
Potential functions of subtype-specific lncRNAs were determined by using
coexpression-based analysis on distally (trans-pattern) located
protein-coding genes.
A total of 1813 differentially expressed genes
(DEGs) and 2203 lncRNAs were identified.
Moreover, 10 dysregulated
lncRNAs and 10 mRNAs were randomly selected, and further assessed by
RT-qPCR in vitro.
Go and KEGG analysis demonstrated that the
differentially expressed mRNAs were most closely associated with myeloid
leukocyte activation and in transcriptional misregulation in cancer,
respectively.
In addition, co-expression analysis demonstrated that
these lncRNAs, including MSTRG.
27994.
3, MSTRG.
21740.
1, ENST00000456341,
MSTRG.
14224.
1 and MSTRG.
20153.
1, may mediate the pathogenesis and
development of B-ALL via lncRNA-mRNA network interactions.
These results
showed that several mRNAs and lncRNAs are aberrantly expressed in the
bone marrow of B-ALL patients and play potential roles in B-ALL
development, and be useful for diagnostic and/or prognostic purposes in
pediatric B–ALL.
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