Local control of mammary involution: Is stanniocalcin-1 involved?
Bibliographic record
Abstract
There is considerable evidence to indicate the existence of local control of mammary gland involution, but the exact nature of this control has yet to be defined. Stanniocalcin-1 (STC-1) is a newly discovered mammalian hormone that seems involved in the lactation process and may be implicated in the control of involution. As a first step in investigating this hypothesis, the change in STC-1 levels in milk and serum was measured during drying off. Nine Holstein cows in late lactation were milked twice daily on half the gland, while the other half was left unmilked for a 14-d period. Milk and blood samples and mammary biopsies were taken on d -7, 1, 2, 7, and 14 relative to the onset of the nonmilking period. The concentrations of STC-1 in serum and milk were determined by RIA. The albumin concentration and proteinase activity of the milk were determined. Apoptosis of the mammary epithelium was quantified by terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling assay. Finally, the effects of milk on cellular activity and apoptosis were tested in vitro on mammary epithelial cells by measuring the turnover of tetrazolium salts and by counting the terminal deoxynucleotidyl transferase-mediated dUTP nick-end labeling-positive cells. The drying off of 2 quarters increased the milk production of the quarters that were milked by 30%. Milk proteinase activity and BSA and STC-1 concentrations increased in the nonmilked quarters, but remained unchanged in the milked quarters. Moreover, at d 2, the apoptotic rate of the mammary cells was higher in the nonmilked quarters than in the milked quarters (0.22 +/- 0.04 vs. 0.07 +/- 0.04%, respectively). Finally, in vitro experimentation demonstrated that mammary epithelial cells cultured in the presence of milk from involuting quarters had 3-fold more apoptotic cells as compared with those cultured in milk from the milked quarters at d 14. The metabolic rate was reduced by 14.6% for milk from d 7 and 23.6% for milk from d 14. Interestingly, the metabolic rate was negatively correlated with the STC-1 concentration in milk (r = -0.65). This study shows for the first time that STC-1 in milk is increased following milk stasis, although its exact role in the involution process remains to be clarified.
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.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 teacher head, 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".