Synthetic biology for the directed evolution of protein biocatalysts: navigating sequence space intelligently

A Currin, N Swainston, PJ Day, DB Kell - Chemical Society Reviews, 2015 - pubs.rsc.org
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 …

Modeling evolution using the probability of fixation: history and implications

DM McCandlish, A Stoltzfus - The Quarterly review of biology, 2014 - journals.uchicago.edu
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 …

Quantifying the adaptive potential of an antibiotic resistance enzyme

MF Schenk, IG Szendro, J Krug, JAGM de Visser - PLoS genetics, 2012 - journals.plos.org
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 …

Adaptation in tunably rugged fitness landscapes: the rough Mount Fuji model

J Neidhart, IG Szendro, J Krug - Genetics, 2014 - academic.oup.com
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 …

Universality classes of interaction structures for NK fitness landscapes

S Hwang, B Schmiegelt, L Ferretti, J Krug - Journal of Statistical Physics, 2018 - Springer
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 …

The fitness landscape of the codon space across environments

I Fragata, S Matuszewski, MA Schmitz, T Bataillon… - Heredity, 2018 - nature.com
Fitness landscapes map the relationship between genotypes and fitness. However, most
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 …

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 …

Greedy adaptive walks on a correlated fitness landscape

SC Park, J Neidhart, J Krug - Journal of theoretical biology, 2016 - Elsevier
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 …

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 …