Reducing Epistasis and Pleiotropy Can Avoid the Survival of the Flattest Tragedy
This study investigates whether reducing epistasis and pleiotropy enhances mutational robustness in evolutionary adaptation, utilizing an indirect encoded model within the “survival of the flattest” (SoF) fitness landscape.
Priyanka Mehra, Arend Hintze
doaj +1 more source
Distributed transformer for high order epistasis detection in large-scale datasets
Understanding the genetic basis of complex diseases is one of the most important challenges in current precision medicine. To this end, Genome-Wide Association Studies aim to correlate Single Nucleotide Polymorphisms (SNPs) to the presence or absence of ...
Miguel Graça+3 more
doaj +1 more source
Functional bottlenecks can emerge from non-epistatic underlying traits [PDF]
Protein fitness landscapes frequently exhibit epistasis, where the effect of a mutation depends on the genetic context in which it occurs, \textit{i.e.}, the rest of the protein sequence. Epistasis increases landscape complexity, often resulting in multiple fitness peaks.
arxiv
THE EFFECT OF EPISTASIS AND GAMETIC UNBALANCE ON GENETIC LOAD [PDF]
S. K. Jain, R. W. Allard, P. E. Hansche
openaire +3 more sources
Recombinant inbred line panels inform the genetic architecture and interactions of adaptive traits in Drosophila melanogaster. [PDF]
da Silva Ribeiro T+8 more
europepmc +1 more source
Improving genomic selection in hexaploid wheat with sub-genome additive and epistatic models. [PDF]
Tessele A+5 more
europepmc +1 more source
Resolving discrepancies between chimeric and multiplicative measures of higher-order epistasis. [PDF]
Chitra U, Arnold B, Raphael BJ.
europepmc +1 more source
A method for finding epistatic effects of maternal and fetal variants. [PDF]
Nodzenski M+5 more
europepmc +1 more source
Combinatorial In Vivo Genome Editing Identifies Widespread Epistasis and an Accessible Fitness Landscape During Lung Tumorigenesis. [PDF]
Hebert JD+7 more
europepmc +1 more source
Deep learning captures the effect of epistasis in multifactorial diseases. [PDF]
Perelygin V+9 more
europepmc +1 more source