TH1/TH2,3 Imbalance due to Cytokine‐Producing NK, γδ T and NK‐γδ T Cells in Murine Pregnancy Decidua in Success or Failure of Pregnancy
Bibliographic record
Abstract
PROBLEM: Recurrent spontaneous abortion in DBA/2-mated CBA/J mice has been attributed to the production of Th1 cytokines (tumor necrosis factor [TNF]-alpha and interferon [IFN]-gamma) by asialoGM1+ natural killer (NK) cells and Vgamma1.1delta6.3+ T cells that infiltrate decidua by day 6.5, during the peri-implantation period. Abortions can be prevented by a second population of Vgamma1.1delta6.3 cells, which infiltrate on day 8.5 of gestation, and produce the Th2 cytokine interleukin (IL)-10 and Th3 cytokine transforming growth factor (TGF)-beta2. In low abortion rate immunocompetent mice, most of the TGF-beta2 is derived from gammadelta T cells. However, TGF-beta2-producing cells are present in the decidua of pregnant severe combined immune deficient (SCID) mice, which lack gammadelta T cells. METHODS: The cells in day 13.5 decidua of CBA x DBA/2 matings and SCID x SCID matings were identified using flow cytometry and combined surface staining for gammadelta and/or asialoGM1, and intracellular cytokine staining for TNF-alpha, IFN-gamma, and TGF-beta2,3. RESULTS: TGF-beta2 and TNF-alpha were found in asialoGM1+ NK cells in SCID mouse decidua. In CBA x DBA/2 mated mice, two major and one minor subsets of cytokine-positive cells were identified: -gammadelta-only T cells, double positive asialoGM1+ gammadelta+ (NK-gammadelta T) cells, and a small number of asialoGM1 +gammadelta- NK-only cells. The NK-only and NK-gammadelta T subsets showed a greater Th1/Th2,3 pattern of intracellular staining compared with the gammadelta-only subset. In the CBA x DBA/2 and SCID x SCID systems, Th1/Th2,3 ratios could not predict actual observed abortion rates but did correlate with susceptibility to abortions (if exposed to an additional stimulus such as stress). The known effect of in vivo administration of anti-asialoGM1 antibody on abortion rates within groups of mice exposed to such stresses could also be predicted. CONCLUSION: gammadelta+ cells in decidua (e.g. Vgamma1+ cells which can recognize trophoblasts) differ based on the presence or absence of the NK marker-asialo-GM1. NK-gammadelta T cells may be quite important in the Th1 response in early pregnancy that predisposes to abortions in CBA x DBA/2 matings, whereas gammadelta T-only cells appear to be protective. In pregnant SCID mice, the TNF-alpha+/TGF-beta2+ NK population is greatly expanded. An activating stimulus (such as stress or endotoxin) appears to be as important in triggering abortions, as is the Th1/Th2,3 ratio at the feto maternal interface.
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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 | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".