Synthetic biology for the directed evolution of protein biocatalysts: navigating sequence space intelligently
The amino acid sequence of a protein affects both its structure and its function. Thus, the
ability to modify the sequence, and hence the structure and activity, of individual proteins in …
ability to modify the sequence, and hence the structure and activity, of individual proteins in …
Modeling evolution using the probability of fixation: history and implications
Many models of evolution calculate the rate of evolution by multiplying the rate at which new
mutations originate within a population by a probability of fixation. Here we review the …
mutations originate within a population by a probability of fixation. Here we review the …
Quantifying the adaptive potential of an antibiotic resistance enzyme
For a quantitative understanding of the process of adaptation, we need to understand its
“raw material,” that is, the frequency and fitness effects of beneficial mutations. At present …
“raw material,” that is, the frequency and fitness effects of beneficial mutations. At present …
Adaptation in tunably rugged fitness landscapes: the rough Mount Fuji model
Much of the current theory of adaptation is based on Gillespie's mutational landscape model
(MLM), which assumes that the fitness values of genotypes linked by single mutational steps …
(MLM), which assumes that the fitness values of genotypes linked by single mutational steps …
Universality classes of interaction structures for NK fitness landscapes
Kauffman's NK-model is a paradigmatic example of a class of stochastic models of genotypic
fitness landscapes that aim to capture generic features of epistatic interactions in multilocus …
fitness landscapes that aim to capture generic features of epistatic interactions in multilocus …
The fitness landscape of the codon space across environments
Fitness landscapes map the relationship between genotypes and fitness. However, most
fitness landscape studies ignore the genetic architecture imposed by the codon table and …
fitness landscape studies ignore the genetic architecture imposed by the codon table and …
Multiplicative fitness, rapid haplotype discovery, and fitness decay explain evolution of human MHC
AE Lobkovsky, L Levi, YI Wolf… - Proceedings of the …, 2019 - National Acad Sciences
The major histocompatibility complex (MHC) is a central component of the vertebrate
immune system and hence evolves in the regime of a host–pathogen evolutionary race. The …
immune system and hence evolves in the regime of a host–pathogen evolutionary race. The …
Accelerated simulation of evolutionary trajectories in origin-fixation models
AI Teufel, CO Wilke - Journal of The Royal Society …, 2017 - royalsocietypublishing.org
We present an accelerated algorithm to forward-simulate origin-fixation models. Our
algorithm requires, on average, only about two fitness evaluations per fixed mutation …
algorithm requires, on average, only about two fitness evaluations per fixed mutation …
Greedy adaptive walks on a correlated fitness landscape
We study adaptation of a haploid asexual population on a fitness landscape defined over
binary genotype sequences of length L. We consider greedy adaptive walks in which the …
binary genotype sequences of length L. We consider greedy adaptive walks in which the …
Long-term evolution on complex fitness landscapes when mutation is weak
DM McCandlish - Heredity, 2018 - nature.com
Understanding evolution on complex fitness landscapes is difficult both because of the large
dimensionality of sequence space and the stochasticity inherent to population-genetic …
dimensionality of sequence space and the stochasticity inherent to population-genetic …