Persistence of platinum in semen of cisplatin-treated survivors of advanced testicular cancer.
Bibliographic record
Abstract
519 Background: Even in patients (pts) with widely metastatic germ cell tumors cure rates are high with cisplatin based chemotherapy. Survivors of testicular cancer often have impaired gonadal function possibly related to chemotherapy. Most pts develop temporary azoospermia with recovery in about 50% after 2 years and 80% after 5 years. Platinum persists in blood in these pts, however, it is not known whether platinum also persists in semen. Methods: Pts who completed cisplatin > 3 months previously were enrolled. Age, total cisplatin dose and date of completion of treatment were collected. A semen sample was collected from each patient for analysis to assess semen quality. A blood sample was collected to assess FSH/LH/testosterone/creatinine. Serum and semen platinum levels were measured using HPLC-tandem mass spectrometry. Results: Between 11/2017 and 09/2018, 9 pts (median age 32 years; range: 18-52) were enrolled to the study, all were treated with standard Bleomycin, Etoposide, Cisplatin regimen. Blood samples were collected from 7 pts, and semen samples from 4 pts. Median total cisplatin dose given was 658 mg (range: 570-780). Median serum platinum concentration was 0.395 ng/mL (range: 0.10-0.94) at a median of 10 months (range 4.5-13) post completion of treatment. Median semen platinum concentration was 1.06 ng/mL (range: 0.25-1.47) at a median of 10 months (range: 6-14) post completion of treatment. Semen platinum levels were associated with total cisplatin dose administered (Pearson correlation, r = 0.645) and time from completion of treatment (Pearson correlation, r = 0.386). In all 4 pts with matched samples, the semen platinum level was higher than the serum platinum level. Semen analysis showed 2 pts were azoospermic post treatment, 1 of these was also azoospermic prior to treatment; 1 pt had normal semen analysis post treatment and 1 had a low sperm count post treatment. Conclusions: This is the first study demonstrating that platinum persists in semen > 6 months post completion of cisplatin-containing chemotherapy. Platinum levels are higher in semen than in blood following treatment. Our preliminary findings may have important implications for reproductive health of survivors of advanced testicular cancer.
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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 | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".