Neisseria gonorrhoeae effectively blocks HIV-1 replication by eliciting a potent TLR9-dependent interferon-α response from plasmacytoid dendritic cells
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Clinical and epidemiological research provides evidence for a positive correlation between Neisseria gonorrhoeae infection and HIV transmission; however, mechanistic studies examining this relationship have yielded conflicting results. To explore this interaction, we exposed ex vivo cultured peripheral blood cells from acute HIV(+) individuals to N. gonorrhoeae. Unexpectedly, we observed a profound inhibition in HIV-1 replication in the ex vivo cultures, and this was recapitulated when peripheral blood mononuclear cells (PBMCs) from healthy donors were co-infected with HIV-1 and N. gonorrhoeae. Next, we established that gonococcal-infected PBMCs liberated a soluble factor that effectively blocked HIV-1 replication. Cytokine analyses and antibody blocking experiments revealed that the type I interferon, interferon-α (IFNα), was expressed upon exposure to N. gonorrhoeae and was responsible for the inhibition of HIV-1. Intracellular staining, TLR9-blocking and cell depletion-based studies demonstrated that the IFNα was elicited by plasmacytoid dendritic cells (pDCs) in a TLR9-dependent manner. The pDC response to N. gonorrhoeae was unexpected given pDCs more established role in innate defence against intracellular pathogens, suggesting this may be a bacterial immune evasion strategy. In the context of HIV, this overcomes the virus's otherwise effective avoidance of the interferon response and represents a previously unrecognized intersection between these two sexually transmitted pathogens.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.005 |
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 it