bioRxivGenomicsPreprint
Performances of targeted RNA-sequencing for the analysis of fusion transcripts, gene mutation and expression in haematological malignancies.
Sandrine HayetteiD, Béatrice GrangeiD, Maxime ValléeiD, Claire BardeliD, Sarah HuetiD, Isabelle Mosnier, Kaddour ChabaneiD, Thomas Simonet, Marie BalsatiD, Maël HeibligiD, Isabelle Tigaud, Franck Emmanuel NicoliniiD, Sylvain MareschaliD, Gilles SallesiD, Pierre SujobertiD
Abstract
RNA sequencing holds great promise to improve the diagnostic of haematological malignancies, because this technique enables to detect fusion transcripts, to look for somatic mutations in oncogenes, and to capture transcriptomic signatures nosological entities. However, the analytical performances of targeted RNA sequencing have not been extensively described in diagnostic samples. Using a targeted panel of 1385 cancer-related genes in a series of 100 diagnosis samples and 8 controls, we detected all the already known fusion transcripts, and also discovered unknown and/or unsuspected fusion transcripts in 12 samples. Regarding the analysis of transcriptomic profiles, we show that targeted RNA sequencing is performant to discriminate acute lymphoblastic leukemia entities driven by different oncogenic translocations. Additionally, we show that 86% of the mutations identified at the DNA level are also detectable at the mRNA level, except for nonsense mutations which are subjected to mRNA decay. We conclude that targeted RNA sequencing might improve the diagnosis of haematological malignancies. Standardization of the preanalytical steps and further refinements of the panel design and of the bioinformatical pipelines will be an important step towards its use in standard diagnostic procedures.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: variant calling
- approach: statistical model
- Citations
- 0
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