ArticleBMC structural biology2010
Systematic analysis of short internal indels and their impact on protein folding.
Article in BMC structural biology, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
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34 citing papers in PubMed, 58 citations in OpenAlex.
- A deep learning-based score to evaluate multiple sequence alignments.Molecular biology and evolution · 2026Article
- Proteome-Wide Analysis of Human Deletions.Proteins · 2026Article
- Mapping the phenotypic landscape of a transcriptional repressor using deep mutational scanning and growth-based quantitative sequencing.Nucleic acids research · 2026Article
- Leveraging protein language models and a scoring function for indel characterization and transfer learning.Patterns (New York, N.Y.) · 2026Article
- Uncovering differential tolerance to deletions versus substitutions with a protein language model.Cell systems · 2025Article
- Structural and energetic analysis of stabilizing indel mutations.bioRxiv : the preprint server for biology · 2024Article
- Insertions and Deletions: Computational Methods, Evolutionary Dynamics, and Biological Applications.Molecular biology and evolution · 2024Review
- Optimal phylogenetic reconstruction of insertion and deletion events.Bioinformatics (Oxford, England) · 2024Article
- Insertion-Deletion Events Are Depleted in Protein Regions with Predicted Secondary Structure.Genome biology and evolution · 2024Article
- Elucidating the Structural Impacts of Protein InDels.Biomolecules · 2022Article
- Insertions and deletions in the RNA sequence-structure map.Journal of the Royal Society, Interface · 2021Article
- A comparative study of protein-ssDNA interactions.NAR genomics and bioinformatics · 2021Article
- Influenza Hemagglutinin Head Domain Mimicry by Rational Design.The protein journal · 2020Article
- New insights into protein-DNA binding specificity from hydrogen bond based comparative study.Nucleic acids research · 2019Article
- Fitness Effects of Single Amino Acid Insertions and Deletions in TEM-1 β-Lactamase.Journal of molecular biology · 2019Article
- Genome-wide identification and characterization of InDels and SNPs in Glycine max and Glycine soja for contrasting seed permeability traits.BMC plant biology · 2018Article
- The dUTPase of white spot syndrome virus assembles its active sites in a noncanonical manner.The Journal of biological chemistry · 2018Article
- Effects of short indels on protein structure and function in human genomes.Scientific reports · 2017Article
- Extensive libraries of gene truncation variants generated by in vitro transposition.Nucleic acids research · 2017Article
- Computational prediction of the tolerance to amino-acid deletion in green-fluorescent protein.PloS one · 2017Article
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2 authors at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundProtein sequence insertions/deletions (indels) can be introduced during evolution or through alternative splicing (AS). Alternative splicing is an important biological phenomenon and is considered as the major means of expanding structural and functional diversity in eukaryotes. Knowledge of the structural changes due to indels is critical to our understanding of the evolution of protein structure and function. In addition, it can help us probe the evolution of alternative splicing and the diversity of functional isoforms. However, little is known about the effects of indels, in particular the ones involving core secondary structures, on the folding of protein structures. The long term goal of our study is to accurately predict the protein AS isoform structures. As a first step towards this goal, we performed a systematic analysis on the structural changes caused by short internal indels through mining highly homologous proteins in Protein Data Bank (PDB).
resultsWe compiled a non-redundant dataset of short internal indels (2-40 amino acids) from highly homologous protein pairs and analyzed the sequence and structural features of the indels. We found that about one third of indel residues are in disordered state and majority of the residues are exposed to solvent, suggesting that these indels are generally located on the surface of proteins. Though naturally occurring indels are fewer than engineered ones in the dataset, there are no statistically significant differences in terms of amino acid frequencies and secondary structure types between the "Natural" indels and "All" indels in the dataset. Structural comparisons show that all the protein pairs with short internal indels in the dataset preserve the structural folds and about 85% of protein pairs have global RMSDs (root mean square deviations) of 2A or less, suggesting that protein structures tend to be conserved and can tolerate short insertions and deletions. A few pairs with high RMSDs are results of relative domain positions of the proteins, probably due to the intrinsically dynamic nature of the proteins.
conclusionsThe analysis demonstrated that protein structures have the "plasticity" to tolerate short indels. This study can provide valuable guides in modeling protein AS isoform structures and homologous proteins with indels through placing the indels at the right locations since the accuracy of sequence alignments dictate model qualities in homology modeling.
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