Predicting evolution

M Lässig, V Mustonen, AM Walczak - Nature ecology & evolution, 2017 - nature.com
The face of evolutionary biology is changing: from reconstructing and analysing the past to
predicting future evolutionary processes. Recent developments include prediction of …

A predictive fitness model for influenza

M Łuksza, M Lässig - Nature, 2014 - nature.com
The seasonal human influenza A/H3N2 virus undergoes rapid evolution, which produces
significant year-to-year sequence turnover in the population of circulating strains. Adaptive …

[HTML][HTML] Structure and evolution of protein interaction networks: a statistical model for link dynamics and gene duplications

J Berg, M Lässig, A Wagner - BMC evolutionary biology, 2004 - Springer
Background The structure of molecular networks derives from dynamical processes on
evolutionary time scales. For protein interaction networks, global statistical features of their …

Fitness flux and ubiquity of adaptive evolution

V Mustonen, M Lässig - Proceedings of the National …, 2010 - National Acad Sciences
Natural selection favors fitter variants in a population, but actual evolutionary processes may
decrease fitness by mutations and genetic drift. How is the stochastic evolution of molecular …

From fitness landscapes to seascapes: non-equilibrium dynamics of selection and adaptation

V Mustonen, M Lässig - Trends in genetics, 2009 - cell.com
Evolution is a quest for innovation. Organisms adapt to changing natural selection by evolving
new phenotypes. Can we read this dynamics in their genomes? Not every mutation under …

Molecular evolution under fitness fluctuations

V Mustonen, M Lässig - Physical review letters, 2008 - APS
Molecular evolution is a stochastic process governed by fitness, mutations, and reproductive
fluctuations in a population. Here, we study evolution where fitness itself is stochastic, with …

[HTML][HTML] Adaptive evolution of transcription factor binding sites

J Berg, S Willmann, M Lässig - BMC evolutionary biology, 2004 - Springer
Background The regulation of a gene depends on the binding of transcription factors to
specific sites located in the regulatory region of the gene. The generation of these binding sites …

Gene expression variability across cells and species shapes innate immunity

…, M Dennis, M Haniffa, A Nourmohammad, M Lässig… - Nature, 2018 - nature.com
As the first line of defence against pathogens, cells mount an innate immune response,
which varies widely from cell to cell. The response must be potent but carefully controlled to …

Correlated random networks

J Berg, M Lässig - Physical review letters, 2002 - APS
We develop a statistical theory of networks. A network is a set of vertices and links given by
its adjacency matrix c, and the relevant statistical ensembles are defined in terms of a …

[PDF][PDF] Discovery of ultrapotent broadly neutralizing antibodies from SARS-CoV-2 elite neutralizers

…, TF Schulz, LE Sander, M Koch, M Łuksza, M Lässig… - Cell host & …, 2022 - cell.com
A fraction of COVID-19 convalescent individuals mount a potent antibody response to SARS-CoV-2
with cross-reactivity to SARS-CoV-1. To uncover their humoral response in detail, we …