Using RNA-seq and targeted nucleases to identify mechanisms of drug resistance in acute myeloid leukemia

使用 RNA 测序和靶向核酸酶识别急性髓系白血病的耐药机制

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作者:Susan K Rathe, Branden S Moriarity, Christopher B Stoltenberg, Morito Kurata, Natalie K Aumann, Eric P Rahrmann, Natashay J Bailey, Ellen G Melrose, Dominic A Beckmann, Chase R Liska, David A Largaespada

Abstract

The evolution from microarrays to transcriptome deep-sequencing (RNA-seq) and from RNA interference to gene knockouts using Clustered Regularly Interspaced Short Palindromic Repeats (CRISPRs) and Transcription Activator-Like Effector Nucleases (TALENs) has provided a new experimental partnership for identifying and quantifying the effects of gene changes on drug resistance. Here we describe the results from deep-sequencing of RNA derived from two cytarabine (Ara-C) resistance acute myeloid leukemia (AML) cell lines, and present CRISPR and TALEN based methods for accomplishing complete gene knockout (KO) in AML cells. We found protein modifying loss-of-function mutations in Dck in both Ara-C resistant cell lines. CRISPR and TALEN-based KO of Dck dramatically increased the IC₅&sub0; of Ara-C and introduction of a DCK overexpression vector into Dck KO clones resulted in a significant increase in Ara-C sensitivity. This effort demonstrates the power of using transcriptome analysis and CRISPR/TALEN-based KOs to identify and verify genes associated with drug resistance.

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