Endocrine Regulation of Stem Cells and the Niche in Adult Mammopoiesis
Bibliographic record
Abstract
Adult mammopoiesis occurs in close synchronization with reproductive development when the hypothalamic-pituitary-ovarian axis delivers integral systemic hormone cues to propel mammary morphogenesis during puberty, remodeling during reproductive cycles and functional differentiation following pregnancy. While hormones remain the driving force behind normal glandular development, increased life-time hormone exposure is a strong risk factor for breast cancer. Breast cancer heterogeneity has been attributed to different cells of origin and/or different mutation repertoires. Stem/progenitor cells are intensely investigated as cells of origin given their regenerative and self-renewal properties that provide conceivable advantage in cancer. Although hormones have a fundamental influence in breast cancer, their capacity to regulate stem/progenitor cells was unknown, and presents the central directive in this thesis. Employing mouse models, we show that mammary epithelial subpopulations and in particular, stem cells, are highly responsive to ovarian hormones and depend on key molecular events. A progesterone peak during the luteal phase of reproductive cycles results in a significant increase in stem cell-enriched basal cells and an expansion of stem cells measured by in vivo transplantation assays, with rapid development of lobuloalveoli. Progesterone was found to stimulate expression of mitogenic ligands, RANKL and Wnt4, in ER+PR+ luminal epithelial niche cells concomitant with increased expression of their receptors and target genes in the ER-PR- basal stem cell population, suggesting a cross-talk between luminal and basal cells that elicits stem cell expansion within the niche. The requirement of RANKL signaling for hormone-induced mammary stem cell dynamics was further explored utilizing mice deficient for its receptor, RANK, and by pharmacological inhibition of RANKL. Disruption of RANKL/RANK signaling resulted in abrogated activation of the basal stem cell-enriched population and alveolar progenitor cells in response to progesterone. This was accompanied by a marked reduction in cell proliferation, cell cycle regulators, alveolar lineage determinants and notably, in epithelial Wnt responsiveness. Thus, progesterone orchestrates a series of molecular events in the mammary stem cell niche where RANK is effectively positioned to deliver instructive signals to stem cells, culminating in stem cell recruitment and alveolar regeneration, processes which when deregulated have considerable potential to promote breast cancer pathogenesis.
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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 | 0.000 |
| 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".