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A large-scale comparative study of isoform expressions measured on four platforms.

Wei ZhangRaphael PetegrossoJae-Woong ChangJiao SunJeongsik YongJeremy ChienRui Kuang
Published in: BMC genomics (2020)
In the comparisons of the platforms for measuring the expressions at both isoform and gene levels, we found that (1) the agreement on isoform expressions is lower than the agreement on gene expressions across the four platforms; (2) NanoString and Exon-array are not consistent on isoform quantification even though both techniques are based on hybridization reactions; (3) RT-qPCR experiments are more consistent with RNA-seq and Exon-array than NanoString in isoform quantification; (4) different RNA-seq isoform quantification methods show varying estimation results, and among the methods, Net-RSTQ and eXpress are more consistent across the platforms; and (5) RNA-seq has the best overall consistency with the other platforms on gene expression quantification.
Keyphrases
  • rna seq
  • single cell
  • gene expression
  • high throughput
  • genome wide
  • dna methylation
  • copy number
  • transcription factor
  • high density