Nucleic Acids Research · 2013 · 143 citations · 62 references
Life SciencesBiologyMicrobiologyGenomicsProteomicsSequence AnalysisPeptide IdentificationProtein Sequence AnalysisAmplificationNext-generation Sequencing IdentificationPeptide Display LibrariesPeptide Ligand DiscoveryPhage Display LibrariesPhage Display ScreeningPhage-based Library DisplayPhage-displayed Peptide Libraries
Phage display empowered the development of proteins with new function and ligands for clinically relevant targets. In this report, we use next-generation sequencing to analyze phage-displayed libraries and uncover a strong bias induced by amplification preferences of phage in bacteria. This bias favors fast-growing sequences that collectively constitute <0.01% of the available diversity. Specifically, a library of 10(9) random 7-mer peptides (Ph.D.-7) includes a few thousand sequences that grow quickly (the 'parasites'), which are the sequences that are typically identified in phage display screens published to date. A similar collapse was observed in other libraries. Using Illumina and Ion Torrent sequencing and multiple biological replicates of amplification of Ph.D.-7 library, we identified a focused population of 770 'parasites'. In all, 197 sequences from this population have been identified in literature reports that used Ph.D.-7 library. Many of these enriched sequences have confirmed function (e.g. target binding capacity). The bias in the literature, thus, can be viewed as a selection with two different selection pressures: (i) target-binding selection, and (ii) amplification-induced selection. Enrichment of parasitic sequences could be minimized if amplification bias is removed. Here, we demonstrate that emulsion amplification in libraries of ∼ 10(6) diverse clones prevents the biased selection of parasitic clones.
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Differential expression analysis for sequence count data
Simon Anders, Wolfgang Huber · Genome biology · 2010 · 16.4K citations · Full text
In vitro selection of RNA molecules that bind specific ligands
Andrew D. Ellington, Jack W. Szostak · Nature · 1990 · 9.7K citations