Abstract PD03-06: Clinical and Biologic Effects of Metformin in Early Stage Breast Cancer
Bibliographic record
Abstract
Abstract Background: Numerous epidemiological and pre-clinical studies have associated potential antineoplastic activity with the antidiabetic drug metformin in various tumor types including breast cancer (BC). We are conducting a neoadjuvant “window of opportunity” study to examine biologic and clinical effects of metformin in early stage BC. Data from a planned interim analysis are presented here. Materials and methods: 15 of planned 40 non-diabetic women < 75 yo with newly diagnosed untreated BC were given metformin 500 mg tid for ≥2 weeks post diagnostic core biopsy until definitive surgery. Fasting blood and tumor tissue were obtained, anthropometric measurements performed and the EORTC QLQ C-30 administered pre-metformin and on the day of surgery. Clinical (weight, symptoms, EORTC QLQ C-30) and biologic characteristics were compared pre-metformin and at the end of metformin treatment as were Ki67 (our primary end-point), terminal deoxynucleotidyl transferase dUTP nick end labeling (TUNEL), cleaved caspase 3, physiologic markers (insulin, HOMA,TNF-alpha) and molecular markers [phosphorylated 4E-BP1, phosphorylated protein kinase B (P-PKB/Akt), phosphorylated AMPK (P-AMPK), insulin receptor(IR), Insulin-like growth factor 1 receptor(IGF-1R)]. Analysis of Ki67, cleaved Caspase 3 and TUNNEL were performed on a blinded fashion. Ki-67 was scored by manual count selected by and expressed as percentage of cells with positive nuclear staining. Results: Mean age was 51.7 years. 73.3% (11/15) and 26.7% (4/15) had T1 and T2 BC respectively; 40% (6/15) were node positive, 86.7% (13/15) were ER and PR positive and 26.6% (4/15) were HER-2 +. Metformin was administered for a median of 21 days (range 14 - 40). Gastrointestinal (GI) side effects were most frequent and usually self-limiting — mild diarrhoea 60% (9/15), anorexia 53% (8/15) and nausea 46% (7/15). EORTC30 QLQ scores were stable. Weight decreased (mean change -0.81 kg; Mann-Whitney U p-value 0.057). HOMA (a marker of insulin sensitivity) and C-reactive protein improved, mean change -0.32 and -0.21mg/L respectively. Ki67 decreased significantly after metformin treatment (from 27.6 to 22.7, Wilcoxon signed-rank test p-value = 0.043); TUNEL staining increased significantly (from 0.43 to 1.48, p=0.03) and cleaved Caspase 3 increased non-significantly (from 1.01 to 3.96, p=0.31). Conclusion: Preoperative metformin was well tolerated with mild GI toxicities, but no significant QOL effects; it was associated with improved insulin resistance. A short term administration of metformin significantly reduced breast cancer cell proliferation (as measured by change in Ki67 index) and induced apoptosis (reflected by TUNEL). Metformin administration elicited potential physiologic and cellular effects in breast cancer that are in keeping with beneficial anti-cancer effects. Updated results and the impact of metformin on IR/IGF1R/PI3K and AMPK/mTOR signaling pathways within the cancers will be reported. Citation Information: Cancer Res 2010;70(24 Suppl):Abstract nr PD03-06.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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) | 0.003 | 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".