Protein fitness landscapes frequently exhibit epistasis, where the effect of a mutation depends on the genetic context in which it occurs, i.e., the rest of the protein sequence. Epistasis increases landscape complexity, often resulting in multiple fitness peaks. In its simplest form, known as global epistasis, fitness is modeled as a non-linear function of an underlying additive trait. In contrast, more complex epistasis arises from a network of (pairwise or many-body) interactions between residues, which cannot be removed by a single non-linear transformation. Recent studies have explored how global and network epistasis contribute to the emergence of functional bottlenecks - fitness landscape topologies where two broad high-fitness basins, representing distinct phenotypes, are separated by a bottleneck that can only be crossed via one or a few mutational paths. Here, we introduce and analyze a stylized model of global epistasis with an additive underlying trait. We demonstrate that functional bottlenecks arise with high probability if the model is properly calibrated. Furthermore, our results underscore that a proper balance between neutral and non-neutral mutations is needed for the emergence of functional bottlenecks.

Functional bottlenecks can emerge from non-epistatic underlying traits / Schulte, Anna Ottavia; Alqatari, Samar; Rossi, Saverio; Zamponi, Francesco. - In: PLOS COMPUTATIONAL BIOLOGY. - ISSN 1553-7358. - 22:3(2026), pp. 1-19. [10.1371/journal.pcbi.1014000]

Functional bottlenecks can emerge from non-epistatic underlying traits

Schulte, Anna Ottavia;Rossi, Saverio;Zamponi, Francesco
2026

Abstract

Protein fitness landscapes frequently exhibit epistasis, where the effect of a mutation depends on the genetic context in which it occurs, i.e., the rest of the protein sequence. Epistasis increases landscape complexity, often resulting in multiple fitness peaks. In its simplest form, known as global epistasis, fitness is modeled as a non-linear function of an underlying additive trait. In contrast, more complex epistasis arises from a network of (pairwise or many-body) interactions between residues, which cannot be removed by a single non-linear transformation. Recent studies have explored how global and network epistasis contribute to the emergence of functional bottlenecks - fitness landscape topologies where two broad high-fitness basins, representing distinct phenotypes, are separated by a bottleneck that can only be crossed via one or a few mutational paths. Here, we introduce and analyze a stylized model of global epistasis with an additive underlying trait. We demonstrate that functional bottlenecks arise with high probability if the model is properly calibrated. Furthermore, our results underscore that a proper balance between neutral and non-neutral mutations is needed for the emergence of functional bottlenecks.
2026
fitness landscapes; evolutionary bottlenecks; epistasis
01 Pubblicazione su rivista::01a Articolo in rivista
Functional bottlenecks can emerge from non-epistatic underlying traits / Schulte, Anna Ottavia; Alqatari, Samar; Rossi, Saverio; Zamponi, Francesco. - In: PLOS COMPUTATIONAL BIOLOGY. - ISSN 1553-7358. - 22:3(2026), pp. 1-19. [10.1371/journal.pcbi.1014000]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1762467
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