Malaria hemozoin modulates susceptibility of immature monocyte-derived dendritic cells to HIV-1 infection by inducing a mature-like phenotype
Bibliographic record
Abstract
Together, Plasmodium falciparum (P. falciparum) and HIV-1 infections cause more than four million deaths a year. There is still limited information about the putative impact of the malaria pigment hemozoin (HZ) on the dissemination of HIV-1. As so, we propose a premise where HZ present in human dendritic cells (DCs) could modulate HIV-1 transfer to CD4(+) T cells. We report here that HZ promotes transmission of HIV-1 by immature monocyte-derived DCs (iMDDCs). Moreover, we noted that in the presence of HZ, iMDDCs were less permissive to productive HIV-1 infection. The HZ-dependent modulation of the interaction between iMDDCs and HIV-1 seems to be partly due to a decreased expression of CCR5 and also to the induction of a more mature phenotype as proven by microscopy and flow cytometry analyses. Therefore, exposure of iMDDCs to malaria pigments provokes their maturation rendering them more potent to trans-infect CD4(+) T cells with HIV-1.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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; both teacher heads agree on what is shown here.
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".