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An analysis of proteogenomics and how and when transcriptome-informed reduction of protein databases can enhance eukaryotic proteomics.

Laura FancelloThomas Burger
Published in: Genome biology (2022)
In summary, using transcriptome information is an interesting strategy that has not been promoted for the right reasons. While the increase in peptide identifications from searching reduced transcriptome-informed databases is an artifact caused by the use of an FDR control method unsuitable to excessively small databases, transcriptome information can reduce the ambiguity of protein identifications.
Keyphrases
  • rna seq
  • single cell
  • genome wide
  • gene expression
  • big data
  • dna methylation
  • mass spectrometry
  • amino acid
  • machine learning
  • computed tomography
  • dual energy