<i>Chlamydia suis</i>displays high transformation capacity with complete cloning vector integration into the chromosomal<i>rrn-nqrF</i>plasticity zone
Bibliographic record
Abstract
ABSTRACT Chlamydia , comprising several human and zoonotic pathogens, is a genus of the conserved bacterial phylum Chlamydiota. Their obligate intracellular niche serves as a barrier for natural genetic exchange via horizontal gene transfer (HGT), and further limits the development and application of genetic tools. To date, the only example for recent inter-phylum HGT among the Chlamydiota is tetracycline resistance in the potentially zoonotic species Chlamydia suis , a close phylogenetic relative of human C. trachomatis , which causes bacterial sexually transmitted infections and ocular trachoma. Tetracycline resistance in porcine C. suis strains has been described worldwide and is always part of a genomic island dividing invasin ( inv ), located within a chromosomal region between the rRNA operon ( rrn ) and the nqrF reductase. Here, we aimed to expand the still modest number of available genetic manipulation systems for Chlamydia by generating allele-replacement and integration vectors for C. suis . These vectors comprised homologous C. suis sequences of the chromosomal region of interest, an E. coli origin of replication ( ori ) and selection markers but lacked the native chlamydial plasmids or its ori . We first recovered allele-replacement mutants using a vector that targets the tryptophan ( trp ) operon of C. suis . The vector was further successfully maintained as a free plasmid in C. trachomatis without allele replacement, suggesting complex plasmid dynamics in the absence of a chlamydial ori . Moreover, we showed that the hypervariable rrn-nqrF intergenic region of C. suis is highly susceptible to transformation, resulting in complete vector integration upstream of nqrF without interruption of the targeted inv gene. IMPORTANCE The obligate intracellular Chlamydia genus contains many pathogens with a negative impact on global health and economy. Despite recent progress, there is still a lack of genetic tools limiting our understanding of these complex bacteria. This study provides new insights into genetic manipulation of Chlamydia with the opportunistic porcine pathogen Chlamydia suis , the only chlamydial species naturally harboring an antibiotic resistance gene, originally obtained by horizontal gene transfer. C. suis is transmissible to humans, posing a potential public health concern. We report that C. suis can take up vectors that lack the native plasmid, a requirement for most chlamydial transformation systems described to date. Additionally, we show that C. trachomatis , the most common cause for bacterial sexually transmitted infections and infectious blindness worldwide, can be transformed with C. suis vectors. Finally, the chromosomal region that harbors the resistance gene of C. suis is highly susceptible to complete vector integration.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.003 |
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 teacher head, 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".