Polarized Release of Human Cytomegalovirus from Placental Trophoblasts
Bibliographic record
Abstract
Human cytomegalovirus (HCMV) is a ubiquitous infectious pathogen that, when transmitted to the fetus in utero, can result in numerous sequelae, including late-onset sensorineural damage. The villous trophoblast, the cellular barrier between maternal blood and fetal tissue in the human placenta, is infected by HCMV in vivo. Primary trophoblasts cultured on impermeable surfaces can be infected by HCMV, but release of progeny virus is delayed and minimal. It is not known whether these epithelial cells when fully polarized can release HCMV and, if so, if release is from the basal membrane surface toward the fetus. We therefore ask whether, and in which direction, progeny virus release occurs from HCMV-infected trophoblasts cultured on semipermeable (3.0-microm-pore-size) membranes that allow functional polarization. We show that infectious HCMV readily diffuses across cell-free 3.0-microm-pore-size membranes and that apical infection of confluent and multilayered trophoblasts cultured on these membranes reaches cells at the membrane surface. Using two different infection and culture protocols, we found that up to 20% of progeny virus is released but that <1% of released virus is detected in the basal culture chamber. These results suggest that very little, if any, HCMV is released from an infected villous trophoblast into the villous stroma where the virus could ultimately infect the fetus.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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".