Abstract P5-06-11: <i>Secreted frizzled related protein 1</i>: From lobular involution to breast osteoimmunological disorder
Bibliographic record
Abstract
Abstract Breast cancer is the leading cause of cancer-related death in women worldwide. Our group previously performed a human transcriptome array on normal tissue, atypical ductal hyperplasia, ductal carcinoma in situ and estrogen receptor-α positive invasive ductal carcinoma. Among the transcripts down-regulated during carcinogenesis: Secreted Frizzled-Related Protein 1 (SFRP1), a Wnt signaling pathway antagonist inversely associated with age-related lobular involution has been identified.Interestingly, SFRP1 expression is higher in presence of hydroxyapatite microcalcifications in non-tumoral breast tissue. SFRP1 is also known to be involved in the increase of bone resorption, notably by downregulating osteoblastic differentiation. This suggests that the lack of SFRP1 could be involved in both osteoblast-like phenotype acquisition and early breast carcinogenesis. Unfortunately, data on the mechanism of microcalcifications formation and their impacts on breast carcinogenesis are still lacking.We hypothesize that loss of SFRP1 is responsible for microcalcifications accumulation and early breast carcinogenesis. Our objectives are:1. To define the impact of microcalcifications on SFRP1 expression in non-tumoral mammary gland and 2. to decipher the causal role of SFRP1 in microcalcifications formation. Organoid culture using freshly purified epithelial cells from nulliparous and multiparous mice mammary glands, in presence or in absence of hydroxyapatite crystals has been performed. Organoids number and phenotype have been studied (aim 1). We also have modulated SFRP1 expression in mammary cell lines by lentiviral transduction and performed proliferation, migration and alizarin assays to assess the tumoral aggressivity and cells abilities to produce calcium deposits in vitro (aim 2). SFRP1 and markers of osteoblastic differentiation (Runt-related transcription factor 2, RUNX2) and bone formation (Alkaline Phosphatase, ALPL; Osteopontin, SPP1; Periostin, POSTN) will also be quantified by quantitative PCR in both mice organoids and human mammary cell lines (aims 1 and 2). 1. The ratio between the mammary gland and body weight obtained from nulliparous mice (n = 12) is significantly lower compared with multiparous mice (n = 12; fold-change = 1.84; p-value < 0.001). Hydroxyapatite crystals induced an increase in the proportion of organoids with lumen and branching compared with the control without hydroxyapatite specifically in organoids obtained from nulliparous mice. Organoid’s size and gene expression profiles are still to be assessed. 2. SFRP1 downregulation in a non-tumoral atypical ductal hyperplasia cell line (MCF10AT1) induced an increase in proliferative and migratory cells abilities. It was also responsible for an increase in estrogen receptor 1 (ESR1) expression, suggesting that SFRP1 is related to luminal carcinogenesis. Results also demonstrate that decreasing SFRP1 in MCF10AT1 induced a profile similar to growth stage in bone tissue, which notably means an increase of expression of the osteoblastic transcription factor RUNX2 and the marker of mineralization SPP1, also involved in lactation-related pink adipose tissue formation. We also observed an increase of POSTN expression, known to be involved in decreased bone mineral density during lactation.SFRP1 upregulation in the invasive luminal A cell line MCF7 reduced cell migration and ESR1 expression. Likewise, it increased MCF7 proliferation compared to control. In addition, it induced an increase of RUNX2 and SPP1 expression, similar to what is reported in matrix mineralization profile in bone. These results support our hypothesis that SFRP1 has a causal role in the acquisition of a malignant phenotype but also in osteoblast-like phenotype in mammary epithelial cells. The cause of SFRP1 downregulation in women remains to be explored. Citation Format: Alisson Clemenceau, Aurélie Lacouture, Juliette Bherer, Audet-Walsh Étienne, Caroline Diorio, Francine Durocher. Secreted frizzled related protein 1: From lobular involution to breast osteoimmunological disorder [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr P5-06-11.
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 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 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; 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".