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Unbiased Fitness Estimation of Pooled Barcode or Amplicon Sequencing Studies.


ABSTRACT: Standard practice for phenotyping complex cell pools is to measure the fold enrichment of genotype-specific amplicons after a period of competitive growth. Here, we show that fold-enrichment measures cannot be compared across genotype pools with different fitness distributions. We develop a method to calculate an unbiased estimate of relative fitness by tracking abundances over several time points and show how to optimize experimental protocols to minimize fitness measurement error.

SUBMITTER: Li F 

PROVIDER: S-EPMC6265064 | biostudies-literature | 2018 Nov

REPOSITORIES: biostudies-literature

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Unbiased Fitness Estimation of Pooled Barcode or Amplicon Sequencing Studies.

Li Fangfei F   Salit Marc L ML   Levy Sasha F SF  

Cell systems 20181101 5


Standard practice for phenotyping complex cell pools is to measure the fold enrichment of genotype-specific amplicons after a period of competitive growth. Here, we show that fold-enrichment measures cannot be compared across genotype pools with different fitness distributions. We develop a method to calculate an unbiased estimate of relative fitness by tracking abundances over several time points and show how to optimize experimental protocols to minimize fitness measurement error. ...[more]

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