Development and validation of a novel circular RNA as an independent prognostic factor in acute myeloid leukemia
Abstract Background Although there are many clinical and molecular biomarkers in acute myeloid leukemia (AML), the novel and reliable biomarkers are still required to predict the overall survival at the time of disease diagnosis. Methods In order to identify independent predictors, we firstly select...
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doaj-26f7751178eb41febf7c6df696ff723f2021-02-07T12:30:01ZengBMCBMC Medicine1741-70152021-02-0119111310.1186/s12916-020-01898-yDevelopment and validation of a novel circular RNA as an independent prognostic factor in acute myeloid leukemiaJinghan Wang0Jiajia Pan1Shujuan Huang2Fenglin Li3Jiansong Huang4Xia Li5Qing Ling6Wenle Ye7Yungui Wang8Wenjuan Yu9Jie Jin10Department of Hematology, The First Affiliated Hospital, Zhejiang University College of MedicineKey Laboratory of Hematologic Malignancies, Diagnosis and TreatmentKey Laboratory of Hematologic Malignancies, Diagnosis and TreatmentKey Laboratory of Hematologic Malignancies, Diagnosis and TreatmentKey Laboratory of Hematologic Malignancies, Diagnosis and TreatmentKey Laboratory of Hematologic Malignancies, Diagnosis and TreatmentKey Laboratory of Hematologic Malignancies, Diagnosis and TreatmentKey Laboratory of Hematologic Malignancies, Diagnosis and TreatmentKey Laboratory of Hematologic Malignancies, Diagnosis and TreatmentDepartment of Hematology, The First Affiliated Hospital, Zhejiang University College of MedicineDepartment of Hematology, The First Affiliated Hospital, Zhejiang University College of MedicineAbstract Background Although there are many clinical and molecular biomarkers in acute myeloid leukemia (AML), the novel and reliable biomarkers are still required to predict the overall survival at the time of disease diagnosis. Methods In order to identify independent predictors, we firstly selected 60 cytogenetically normal AML (CN-AML) patients using the propensity score analysis to balance the confounders and performed circular RNA (circRNA) sequencing. Next, one outcome related to circRNA was selected and validated in the independent cohort of 218 CN-AML patients. We then constructed circRNA-miRNA-mRNA regulated network and performed cellular metabolomic analysis to decipher the underlying biological insights. Results We identified 308 circRNAs as independent candidate predictors of overall survival. Hsa_circ_0075451 expression was validated as an independent predictor with a weak predictive ability for overall survival. The regulated network of this circular RNA indicated 84 hub genes that appear to be regulated by 10 miRNAs sponged by hsa_circ_0075451. The regulatory axis of hsa_circ_0075451 -| miR-330-5p/miR-326 -| PRDM16 was validated by the dual luciferase report assay, fluorescence in situ hybridization, and ShRNA interference assay. Conclusions Our data demonstrates that hsa_circ_0075451 expression may independently contribute to the poor prognosis of AML and present a novel therapeutic target.https://doi.org/10.1186/s12916-020-01898-yAcute myeloid leukemiaPrognosisCircular RNAsRNA sequencing |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jinghan Wang Jiajia Pan Shujuan Huang Fenglin Li Jiansong Huang Xia Li Qing Ling Wenle Ye Yungui Wang Wenjuan Yu Jie Jin |
spellingShingle |
Jinghan Wang Jiajia Pan Shujuan Huang Fenglin Li Jiansong Huang Xia Li Qing Ling Wenle Ye Yungui Wang Wenjuan Yu Jie Jin Development and validation of a novel circular RNA as an independent prognostic factor in acute myeloid leukemia BMC Medicine Acute myeloid leukemia Prognosis Circular RNAs RNA sequencing |
author_facet |
Jinghan Wang Jiajia Pan Shujuan Huang Fenglin Li Jiansong Huang Xia Li Qing Ling Wenle Ye Yungui Wang Wenjuan Yu Jie Jin |
author_sort |
Jinghan Wang |
title |
Development and validation of a novel circular RNA as an independent prognostic factor in acute myeloid leukemia |
title_short |
Development and validation of a novel circular RNA as an independent prognostic factor in acute myeloid leukemia |
title_full |
Development and validation of a novel circular RNA as an independent prognostic factor in acute myeloid leukemia |
title_fullStr |
Development and validation of a novel circular RNA as an independent prognostic factor in acute myeloid leukemia |
title_full_unstemmed |
Development and validation of a novel circular RNA as an independent prognostic factor in acute myeloid leukemia |
title_sort |
development and validation of a novel circular rna as an independent prognostic factor in acute myeloid leukemia |
publisher |
BMC |
series |
BMC Medicine |
issn |
1741-7015 |
publishDate |
2021-02-01 |
description |
Abstract Background Although there are many clinical and molecular biomarkers in acute myeloid leukemia (AML), the novel and reliable biomarkers are still required to predict the overall survival at the time of disease diagnosis. Methods In order to identify independent predictors, we firstly selected 60 cytogenetically normal AML (CN-AML) patients using the propensity score analysis to balance the confounders and performed circular RNA (circRNA) sequencing. Next, one outcome related to circRNA was selected and validated in the independent cohort of 218 CN-AML patients. We then constructed circRNA-miRNA-mRNA regulated network and performed cellular metabolomic analysis to decipher the underlying biological insights. Results We identified 308 circRNAs as independent candidate predictors of overall survival. Hsa_circ_0075451 expression was validated as an independent predictor with a weak predictive ability for overall survival. The regulated network of this circular RNA indicated 84 hub genes that appear to be regulated by 10 miRNAs sponged by hsa_circ_0075451. The regulatory axis of hsa_circ_0075451 -| miR-330-5p/miR-326 -| PRDM16 was validated by the dual luciferase report assay, fluorescence in situ hybridization, and ShRNA interference assay. Conclusions Our data demonstrates that hsa_circ_0075451 expression may independently contribute to the poor prognosis of AML and present a novel therapeutic target. |
topic |
Acute myeloid leukemia Prognosis Circular RNAs RNA sequencing |
url |
https://doi.org/10.1186/s12916-020-01898-y |
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