ArticlePloS one2012
Comparative analysis of Mycobacterium tuberculosis pe and ppe genes reveals high sequence variation and an apparent absence of selective constraints.
Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers.
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Who cites it
68 citing papers in PubMed, 117 citations in OpenAlex.
- Complete genomes reveal a refined map of Mycobacterium tuberculosis genetic diversity across evolutionary scales.Nature communications · 2026Article
- Pervasive genome structure heterogeneity iniScience · 2026Article
- Sequence-encoded determinants of regional mutational plasticity: comparative analysis of PE_PGRS genes in Mycobacterium tuberculosis and other bacteria.Scientific reports · 2026Article
- PE/PPE proteins contribute to Mycobacterium tuberculosis drug resistance.Nature communications · 2026Article
- Reducing mapping reference and lineage bias inMicrobial genomics · 2026Article
- Article
- Partitioning and probe-based quantitative PCR assays for the wastewater monitoring ofJournal of water and health · 2025Article
- Gene conversion and duplication contribute to genetic variation in an outbreak ofMicrobial genomics · 2025Article
- Evolution of the PE_PGRS Proteins of Mycobacteria: Are All Equal or Are Some More Equal than Others?Biology · 2025Review
- Fitness costs of Mycobacterium tuberculosis resistant to rifampicin is compensated by rapid Th2 polarization mediated by early and high IL-4 production during mice infection.Scientific reports · 2025Article
- The PE/PPE family proteins ofFrontiers in immunology · 2025Review
- Analysis of complete genomes of Mycobacterium tuberculosis sublineage 2.1 (Proto-Beijing) revealed the presence of three pe_pgrs3-pe_pgrs4-like genes.Scientific reports · 2024Article
- PE/PPE Proteome and ESX-5 Substrate Spectrum inInternational journal of molecular sciences · 2024Article
- Comparative Genomic Analysis ofTropical medicine and infectious disease · 2024Article
- PPE59 antibodies in tuberculous patients and potential use for diagnosis when assayed with other rapid biomarkers.Memorias do Instituto Oswaldo Cruz · 2024Article
- The MAGMA pipeline for comprehensive genomic analyses of clinical Mycobacterium tuberculosis samples.PLoS computational biology · 2023Article
- Attenuated but immunostimulatory Mycobacterium tuberculosis variant bovis strain Ravenel shows variation in T cell epitopes.Scientific reports · 2023Article
- Structural Basis of PE_PGRS Polymorphism, a Tool for Functional Modulation.Biomolecules · 2023Article
- Advancing animal tuberculosis surveillance using culture-independent long-read whole-genome sequencing.Frontiers in microbiology · 2023Article
- Functional genetic variation inFrontiers in microbiology · 2023Article
8 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors at 4 institutions in 4 countries.
Funding
Abstract
Mycobacterium tuberculosis complex (MTBC) genomes contain 2 large gene families termed pe and ppe. The function of pe/ppe proteins remains enigmatic but studies suggest that they are secreted or cell surface associated and are involved in bacterial virulence. Previous studies have also shown that some pe/ppe genes are polymorphic, a finding that suggests involvement in antigenic variation. Using comparative sequence analysis of 18 publicly available MTBC whole genome sequences, we have performed alignments of 33 pe (excluding pe_pgrs) and 66 ppe genes in order to detect the frequency and nature of genetic variation. This work has been supplemented by whole gene sequencing of 14 pe/ppe (including 5 pe_pgrs) genes in a cohort of 40 diverse and well defined clinical isolates covering all the main lineages of the M. tuberculosis phylogenetic tree. We show that nsSNP's in pe (excluding pgrs) and ppe genes are 3.0 and 3.3 times higher than in non-pe/ppe genes respectively and that numerous other mutation types are also present at a high frequency. It has previously been shown that non-pe/ppe M. tuberculosis genes display a remarkably low level of purifying selection. Here, we also show that compared to these genes those of the pe/ppe families show a further reduction of selection pressure that suggests neutral evolution. This is inconsistent with the positive selection pressure of "classical" antigenic variation. Finally, by analyzing such a large number of genes we were able to detect large differences in mutation type and frequency between both individual genes and gene sub-families. The high variation rates and absence of selective constraints provides valuable insights into potential pe/ppe function. Since pe/ppe proteins are highly antigenic and have been studied as potential vaccine components these results should also prove informative for aspects of M. tuberculosis vaccine design.
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