ArticleBMC bioinformatics2007
Relationship between insertion/deletion (indel) frequency of proteins and essentiality.
Article in BMC bioinformatics, 2007. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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20 citing papers in PubMed, 35 citations in OpenAlex.
- Genome-wide evolutionary selection pressures acting onNAR molecular medicine · 2025Article
- A Probabilistic Model for Indel Evolution: Differentiating Insertions from Deletions.Molecular biology and evolution · 2021Article
- Article
- Different Ways of Doing the Same: Variations in the Two Last Steps of the Purine Biosynthetic Pathway in Prokaryotes.Genome biology and evolution · 2019Article
- Genetic Analysis of Four Sexual Differentiation Process Proteins (isp4/SDPs) inFrontiers in microbiology · 2019Article
- Extensive libraries of gene truncation variants generated by in vitro transposition.Nucleic acids research · 2017Article
- Characterization of parasite-specific indels and their proposed relevance for selective anthelminthic drug targeting.Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases · 2016Article
- Discriminating between deleterious and neutral non-frameshifting indels based on protein interaction networks and hybrid properties.Molecular genetics and genomics : MGG · 2015Article
- Identifying overlapping mutated driver pathways by constructing gene networks in cancer.BMC bioinformatics · 2015Article
- Evolution of protein indels in plants, animals and fungi.BMC evolutionary biology · 2013Article
- IndelFR: a database of indels in protein structures and their flanking regions.Nucleic acids research · 2012Article
- Targeting protein-protein interactions for parasite control.PloS one · 2011Article
- Genome-wide influence of indel Substitutions on evolution of bacteria of the PVC superphylum, revealed using a novel computational method.Genome biology and evolution · 2010Article
- Small variable segments constitute a major type of diversity of bacterial genomes at the species level.Genome biology · 2010Article
- Systematic analysis of insertions and deletions specific to nematode proteins and their proposed functional and evolutionary relevance.BMC evolutionary biology · 2009Article
- Comparative proteome analysis of psychrophilic versus mesophilic bacterial species: Insights into the molecular basis of cold adaptation of proteins.BMC genomics · 2009Article
- The pattern of insertion/deletion polymorphism in Arabidopsis thaliana.Molecular genetics and genomics : MGG · 2008Article
- Built-in loops allow versatility in domain-domain interactions: lessons from self-interacting domains.Proceedings of the National Academy of Sciences of the United States of America · 2008Article
- Indel PDB: a database of structural insertions and deletions derived from sequence alignments of closely related proteins.BMC bioinformatics · 2008Article
- Article
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn a previous study, we demonstrated that some essential proteins from pathogenic organisms contained sizable insertions/deletions (indels) when aligned to human proteins of high sequence similarity. Such indels may provide sufficient spatial differences between the pathogenic protein and human proteins to allow for selective targeting. In one example, an indel difference was targeted via large scale in-silico screening. This resulted in selective antibodies and small compounds which were capable of binding to the deletion-bearing essential pathogen protein without any cross-reactivity to the highly similar human protein. The objective of the current study was to investigate whether indels were found more frequently in essential than non-essential proteins.
resultsWe have investigated three species, Bacillus subtilis, Escherichia coli, and Saccharomyces cerevisiae, for which high-quality protein essentiality data is available. Using these data, we demonstrated with t-test calculations that the mean indel frequencies in essential proteins were greater than that of non-essential proteins in the three proteomes. The abundance of indels in both types of proteins was also shown to be accurately modeled by the Weibull distribution. However, Receiver Operator Characteristic (ROC) curves showed that indel frequencies alone could not be used as a marker to accurately discriminate between essential and non-essential proteins in the three proteomes. Finally, we analyzed the protein interaction data available for S. cerevisiae and observed that indel-bearing proteins were involved in more interactions and had greater betweenness values within Protein Interaction Networks (PINs).
conclusionOverall, our findings demonstrated that indels were not randomly distributed across the studied proteomes and were likely to occur more often in essential proteins and those that were highly connected, indicating a possible role of sequence insertions and deletions in the regulation and modification of protein-protein interactions. Such observations will provide new insights into indel-based drug design using bioinformatics and cheminformatics tools.
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