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LncRNAs serve as novel biomarkers for diagnosis and prognosis of childhood ALL
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Abstract
Background
Although some studies have demonstrated that lncRNAs are dysregulated in hematopoietic malignancies and may regulate the progression of leukemia, the detailed mechanism underlying tumorigenesis is still unclear. This study aimed to investigate lncRNAs that are differentially expressed in childhood B-cell acute lymphoblastic leukemia (B-ALL) and T-cell acute lymphoblastic leukemia (T-ALL) and their potential roles in the progression of childhood ALL.
Methods
Microarrays were used to detect differentially expressed lncRNAs and mRNAs. Several aberrantly expressed lncRNAs were validated by qRT-PCR. Leukemia-free survival was analyzed using the Kaplan–Meier method with a log-rank test. The co-expression correlations of lncRNAs and mRNAs were determined by Spearman’s correlation coefficient. CCK-8 assays and flow cytometry were performed to measure cell proliferation and apoptosis.
Results
We revealed that many lncRNAs were abnormally expressed in B-ALL and T-ALL. LncRNA/mRNA co-expression and the gene locus network showed that dysregulated lncRNAs are involved in diverse cellular processes. We also assessed the diagnostic value of the differentially expressed lncRNAs and confirmed the optimal combination of TCONS_00026679, uc002ubt.1, ENST00000411904, and ENST00000547644 with an area under the curve of 0.9686 [95 % CI: 0.9369–1.000, P < 0.001], with 90.7 % sensitivity and 92.19 % specificity, at a cut-off point of -0.5700 to distinguish childhood B-ALL patients from T-ALL patients, implying that these specific lncRNAs may have potential to detect subsets of childhood ALL. Notably, we found that the 8-year leukemia-free survival of patients with high TCONS_00026679 (p = 0.0081), ENST00000522339 (p = 0.0484), ENST00000499583 (p = 0.0381), ENST00000457217 (p = 0.0464), and ENST00000451368 (p = 0.0298) expression levels was significantly higher than that of patients with low expression levels of these lncRNAs, while patients with high uc002ubt.1 (p = 0.0499) and ENST00000547644 (p = 0.0451) expression levels exhibited markedly shorter 8-year leukemia-free survival. In addition, some lncRNAs were found to play different roles in cell proliferation and apoptosis in T-ALL and B-ALL.
Conclusions
Dysregulated lncRNAs involved in different regulatory mechanisms underlying the progression of childhood T-ALL and B-ALL might serve as novel biomarkers to distinguish ALL subsets and indicate poor outcomes.
Springer Science and Business Media LLC
Title: LncRNAs serve as novel biomarkers for diagnosis and prognosis of childhood ALL
Description:
Abstract
Background
Although some studies have demonstrated that lncRNAs are dysregulated in hematopoietic malignancies and may regulate the progression of leukemia, the detailed mechanism underlying tumorigenesis is still unclear.
This study aimed to investigate lncRNAs that are differentially expressed in childhood B-cell acute lymphoblastic leukemia (B-ALL) and T-cell acute lymphoblastic leukemia (T-ALL) and their potential roles in the progression of childhood ALL.
Methods
Microarrays were used to detect differentially expressed lncRNAs and mRNAs.
Several aberrantly expressed lncRNAs were validated by qRT-PCR.
Leukemia-free survival was analyzed using the Kaplan–Meier method with a log-rank test.
The co-expression correlations of lncRNAs and mRNAs were determined by Spearman’s correlation coefficient.
CCK-8 assays and flow cytometry were performed to measure cell proliferation and apoptosis.
Results
We revealed that many lncRNAs were abnormally expressed in B-ALL and T-ALL.
LncRNA/mRNA co-expression and the gene locus network showed that dysregulated lncRNAs are involved in diverse cellular processes.
We also assessed the diagnostic value of the differentially expressed lncRNAs and confirmed the optimal combination of TCONS_00026679, uc002ubt.
1, ENST00000411904, and ENST00000547644 with an area under the curve of 0.
9686 [95 % CI: 0.
9369–1.
000, P < 0.
001], with 90.
7 % sensitivity and 92.
19 % specificity, at a cut-off point of -0.
5700 to distinguish childhood B-ALL patients from T-ALL patients, implying that these specific lncRNAs may have potential to detect subsets of childhood ALL.
Notably, we found that the 8-year leukemia-free survival of patients with high TCONS_00026679 (p = 0.
0081), ENST00000522339 (p = 0.
0484), ENST00000499583 (p = 0.
0381), ENST00000457217 (p = 0.
0464), and ENST00000451368 (p = 0.
0298) expression levels was significantly higher than that of patients with low expression levels of these lncRNAs, while patients with high uc002ubt.
1 (p = 0.
0499) and ENST00000547644 (p = 0.
0451) expression levels exhibited markedly shorter 8-year leukemia-free survival.
In addition, some lncRNAs were found to play different roles in cell proliferation and apoptosis in T-ALL and B-ALL.
Conclusions
Dysregulated lncRNAs involved in different regulatory mechanisms underlying the progression of childhood T-ALL and B-ALL might serve as novel biomarkers to distinguish ALL subsets and indicate poor outcomes.
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