Permeability and Conjugative Metabolism of Flaxseed Lignans by Caco-2 Human Intestinal Cells
Bibliographic record
Abstract
Reports in the literature associate the dietary intake of flaxseed lignans with a number of health benefits. The major lignan found in flaxseed, secoisolariciresinol diglucoside (1), undergoes metabolism principally to secoisolariciresinol (2), enterodiol (3), and enterolactone (4) in the human gastrointestinal tract. Systemically, lignans are present largely as phase II enzyme conjugates. To improve understanding of the oral absorption characteristics, a systematic evaluation of the intestinal permeation was conducted and the conjugative metabolism potential of these lignans using the polarized Caco-2 cell system was analyzed. For permeation studies, lignans (100 μM) were added to acceptor or donor compartments and samples were taken at 2 h. For metabolism studies, lignans (100 μM) were incubated in Caco-2 for a maximum of 48 h. Cell lysates and media were treated with β-glucuronidase/sulfatase, and lignan concentrations were determined using HPLC. Apical-to-basal permeability coefficients for 2-4 were 8.0 ± 0.4, 7.7 ± 0.2, and 13.7 ± 0.2 (×10(-6)) cm/s, respectively, whereas efflux ratios were 0.8-1.2, consistent with passive diffusion. The permeation of compound 1 was not detected. The extent of conjugation after 48 h was <3%, ∼95%, ∼90%, and >99% for 1-4, respectively. These data suggest 2-4, but not 1 undergo passive permeation and conjugative metabolism by Caco-2 cells.
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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 | 0.001 | 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) | 0.000 | 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".