Conserved indels in essential proteins that are distinctive characteristics of Chlamydiales and provide novel means for their identification
Bibliographic record
Abstract
All known chlamydiae are either proven human or animal pathogens or possess such potential. Due to increasing reports of chlamydiae diversity in the environment, it is important to develop reliable means for identifying and characterizing Chlamydiales species. The identification of environmental chlamydiae at present relies on their branching pattern in 16S rRNA trees, as well as 16S/23S consensus motifs which display variability. At present, no reliable molecular signatures are known which are unique to all Chlamydiales species. Besides the rRNAs, sequence information for different Chlamydiales is not available for any other gene sequence. In this report, a number of molecular signatures are described that consist of conserved inserts and deletions (indels), in widely distributed proteins [RNA polymerase alpha subunit (RpoA), elongation factor (EF)-Tu, EF-P, DNA gyrase B subunit (GyrB) and lysyl-tRNA synthetase (LysRS)], that are distinctive characteristics of all available chlamydiae homologues (from Chlamydiaeceae species and Parachlamydiae sp. UWE25) and not found in any other bacteria. Using PCR primers for highly conserved regions in these proteins, the corresponding fragments of these genes from Simkania negevensis, Waddlia chondrophila, and in a number of cases for Neochlamydia hartmanellae, covering all families within the phylum Chlamydiae, have been cloned and sequenced. The shared presence of the identified signatures in these species provides strong evidence that these molecular signatures are distinctive characteristics of the entire order Chlamydiales and can be used to reliably determine the presence of chlamydiae or chlamydia-related organisms in environmental samples. The sequence information for these protein fragments was also used to determine the interrelationships among chlamydiae species. In a phylogenetic tree based on a combined dataset of sequences from RpoA, EF-Tu, EF-P and GyrB, the environmental chlamydiae (i.e. Simkania, Waddlia and Parachlamydia) and the traditional Chlamydiaceae (i.e. Chlamydophila and Chlamydia) formed two distinct clades. Similar relationships were also observed in individual protein phylogenies, as well as in a 16S rRNA tree for the same species. These results provide evidence that the divergence between the traditional Chlamydiaceae species and the other chlamydiae families occurred very early in the evolution of this group of bacteria.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".