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Published on: July 14, 2015
Insertion-Deletion Events Are Depleted in Protein Regions with Predicted Secondary Structure.
Yi Yang1, Matthew V Braga1, Matthew D Dean1
1Molecular and Computational Biology, University of Southern California, Los Angeles, CA 90089, USA.
Insertion-deletions (indels) in protein-coding genes are avoided in secondary structures. This suggests natural selection disfavors indels that may disrupt protein function and stability.
Area of Science:
- Evolutionary biology
- Population genetics
- Genomics
- Protein structure
Background:
- Understanding how natural selection acts on new mutations is crucial in evolutionary biology.
- Insertion-deletion (indel) events are a key source of genetic variation.
- The relationship between indels and protein secondary structures is not well understood.
Purpose of the Study:
- To test the hypothesis that indels in protein-coding regions occur randomly with respect to protein secondary structures.
- To investigate the impact of selection on indel distribution across different secondary structure types.
- To compare selection efficiency on indels between species with different effective population sizes.
Main Methods:
- Identified indels in 11,444 sequence alignments from mouse, rat, human, chimp, and dog genomes.
- Predicted protein secondary structures (alpha helices, beta strands, bends, turns) using AlphaFold2 deep-learning models.
- Quantified indel overlap with predicted secondary structures and analyzed indel frequencies in human genomes.
Main Results:
- Indels were underrepresented in protein secondary structures (54% less than expected), particularly in stable beta strands.
- Indels were enriched in regions lacking predicted secondary structures (155% more than expected).
- Selection against indels in secondary structures was stronger in rodents than primates, correlating with effective population size.
- Nonsynonymous substitutions were also less frequent in secondary structures, but less so than indels.
- Human genome analysis revealed significantly lower frequencies for indels within secondary structures compared to those outside.
Conclusions:
- Indels overlapping protein secondary structures are selected against, likely due to disruption of protein tertiary structure and function.
- The findings support the role of natural selection in shaping indel evolution based on functional constraints.
- Differences in selection efficiency between rodents and primates align with population genetic predictions.
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