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A k-mer based transcriptomics approach for antisense drug discovery targeting the Ewing’s family of tumors

机译:基于k-mer的转录组学方法针对尤文氏肿瘤家族的反义药物发现

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摘要

Ewing’s sarcoma treatment failures are associated with high mortality indicating a need for new therapeutic approaches. We used a k-mer counting approach to identify cancer-specific mRNA transcripts in 3 Ewing’s Family Tumor (EFT) cell lines not found in the normal human transcriptome. Phosphorodiamidate morpholino oligomers targeting six EFT-specific transcripts were evaluated for cytotoxicity in TC-32 and CHLA-10 EFT lines and in HEK293 renal epithelial control cells. Average morpholino efficacy (EC50) was 0.66 ± 0.13 in TC-32, 0.25 ± 0.14 in CHLA-10 and 3.07 ± 5.02 µM in HEK293 control cells (ANOVA p < 0.01). Synergy was observed for a cocktail of 12 morpholinos at low dose (0.3 µM) in TC-32 cells, but not in CHLA-10 cells. Paired synergy was also observed in both EFT cell lines when the PHGDH pre-mRNA transcript was targeted in combination with XAGE1B or CYP4F22 transcripts. Antagonism was observed when CCND1 was targeted with XAGE1B or CYP4F22, or when IGFBP-2 was targeted with CCND1 or RBM11. This transcriptome profiling approach is highly effective for cancer drug discovery, as it identified new EWS-specific target genes (e.g. CYP4F22, RBM11 and IGBP-2), and predicted effective antisense agents (EC50 < 1 µM) that demonstrate both synergy and antagonism in combination therapy.
机译:尤因肉瘤治疗失败与高死亡率相关,表明需要新的治疗方法。我们使用了k-mer计数方法来鉴定正常人类转录组中未发现的3个Ewing家庭肿瘤(EFT)细胞系中的癌症特异性mRNA转录物。在TC-32和CHLA-10 EFT系以及HEK293肾上皮对照细胞中评估了靶向6种EFT特异性转录物的磷酸二酰胺基吗啉代寡聚物。在TC-32中,平均吗啉代功效(EC50)为0.66±0.13,在CHLA-10中为0.25±0.14,在HEK293对照细胞中为3.07±5.02 µM(ANOVA p <0.01)。在TC-32细胞中观察到低剂量(0.3 µM)的12种吗啉代鸡尾酒的协同作用,但在CHLA-10细胞中未观察到协同作用。当将PHGDH-mRNA转录本与XAGE1B或CYP4F22转录本联合靶向时,在两种EFT细胞系中也观察到配对协同作用。当CCND1靶向XAGE1B或CYP4F22或IGFBP-2靶向CCND1或RBM11时,观察到拮抗作用。这种转录组分析方法对癌症药物的发现非常有效,因为它可以识别新的EWS特异性靶基因(例如CYP4F22,RBM11和IGBP-2),并预测有效的反义剂(EC50 <1 µM),从而证明其协同作用和拮抗作用。联合疗法。

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