COMPARATIVE SERUM PHTHALATE CONCENTRATIONS IN FERTILE VERSUS INFERTILE MEN AND WOMEN IN SASKATCHEWAN
Bibliographic record
Abstract
Objective: To determine whether serum phthalate concentrations differ in men and women with infertility compared to those without infertility in Saskatchewan Hypothesis: Serum phthalate concentrations will be greater in men and women with infertility compared to fertile men and women Setting: Patients undergoing assisted reproduction for the treatment of infertility; healthy volunteers recruited from the community Recruitment and sample collection: Infertile couples were recruited prior to in vitro fertilization (IVF) therapy for treatment of unexplained infertility (n=15), polycystic ovarian syndrome (PCOS, n=13), and male factor infertility (n=12); fertile men (n=15) and women (n=15) were recruited using poster advertisements. Blood samples were collected by venipuncture for phthalate analysis. Main outcome measures: Serum phthalates concentrations (ng/mL) Design: Prospective cohort pilot study Methods: In infertile couples, blood samples were collected on the following 3 days of the IVF cycle: early during ovarian stimulation, day of oocyte retrieval and day of embryo transfer. In healthy volunteers, 3 blood samples were collected over a 2 week period. Liquid chromatography and tandem mass spectrometry (LC-MS/MS) was conducted to quantify concentrations of four phthalates: di-n-butyl phthalate (DBP), diethyl phthalate (DEP), di-(2-ethylhexyl) phthalate (DEHP) and diisodecyl phthalate (DIDP). Phthalate concentrations were compared among the four study groups using non-parametric Kruskal-Wallis and Mann-Whitney U post hoc tests. Results: Serum DEHP and DEP concentrations did not differ among control, unexplained, PCOS, and male factor infertility groups in both men and women (p>0.05). DBP in women did not differ among study groups (p=0.205). In contrast, DBP was lesser in men with unexplained, PCOS, and male factor infertility compared to controls (p < 0.05). Similarly, DIDP was lesser in women of couples with unexplained, PCOS and male factor infertility groups compared to fertile women (p < 0.05). Less DIDP was detected in men with unexplained and male factor infertility compared to the control group (p < 0.05) Conclusion: Serum phthalate concentrations in serum were lesser or not different in infertility patients undergoing IVF compared to fertile volunteers. These findings do not support the notion that serum phthalate concentrations are associated with human infertility. Further research is needed to determine whether phthalate concentration in blood cells and adipose tissue differ in infertile versus fertile men and women.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".