title: MicroRNA-mRNA Pairs Associated with Outcome in AML: From In Vitro Cell-Based Studies to AML Patients.
abstract: Cytarabine is the primary chemotherapeutic agent used for treatment of acute myeloid leukemia (AML). Disease relapse after initial remission remains one of the most pressing therapeutic challenges in the treatment of AML. Relapsed disease is often resistant to cytarabine and subsequent salvage therapy is ineffective. Recent studies have shown that some microRNAs (miRNAs) are associated with prognosis, but have not yet explored the role of miRNAs in cellular response to cytarabine. We identified 20 miRNAs that associate with the in vitro cytarabine chemo-sensitivity or apoptotic response of eight AML cell lines. Out of the 20 miRNAs, data on 18 miRNAs was available in AML patients from The Cancer Genome Atlas database. Our stepwise-integrated analyses (step 1 - miRNA-target mRNA that were significantly correlated in AML patients; step 2 - mRNAs from step 1 with significant association with overall survival (OS)) identified 23 unique miRNA-mRNA pairs predictive of OS in AML patients. As expected HOX genes (HOXA9, HOXB7, and HOXA10) were identified to be regulated by miRs as well as predictive of worse OS. Additionally, miR107-Myb, miR-378-granzyme B involved in granzyme signaling and miR10a-MAP4K4 were identified to be predictive of outcome through integrated analysis. Although additional functional validations to establish clinical/pharmacologic importance of miRNA-mRNA pairs are needed, our results from RNA electrophoretic mobility shift assay confirmed binding of miR-10a, miR-378, and miR-107 with their target genes GALNT1, GZMB, and MYB, respectively. Integration of pathogenic and pharmacologically significant miRNAs and miRNA-mRNA relationships identified in our study opens up opportunities for development of targeted/miRNA-directed therapies.
authors: Department of Pharmacotherapy and Translational Research, University of FloridaGainesville, FL, USA; Department of Experimental and Clinical Pharmacology, University of MinnesotaMinneapolis, MN, USA.
authors: Neha S
authors: NS
authors: Bhise
authors: Department of Pharmacotherapy and Translational Research, University of Florida Gainesville, FL, USA.
authors: Lata
authors: L
authors: Chauhan
authors: Department of Pharmacotherapy and Translational Research, University of Florida Gainesville, FL, USA.
authors: Miyoung
authors: M
authors: Shin
authors: Department of Biostatistics, St. Jude Children's Research Hospital Memphis, TN, USA.
authors: Xueyuan
authors: X
authors: Cao
authors: Department of Biostatistics, St. Jude Children's Research Hospital Memphis, TN, USA.
authors: Stanley
authors: S
authors: Pounds
authors: Department of Pharmacotherapy and Translational Research, University of Florida Gainesville, FL, USA.
authors: Vishal
authors: V
authors: Lamba
authors: Department of Pharmacotherapy and Translational Research, University of Florida Gainesville, FL, USA.
authors: Jatinder K
authors: JK
authors: Lamba
keywords: acute myeloid leukemia; cytarabine; gene expression; miRNA; microRNA