Anemia of Chronic Renal Failure: Inhibition of Erythropoiesis by Uremic Serum
Bibliographic record
Abstract
The pathogenesis of anemia in patients with end-stage renal disease was studied by assessing the effect of uremic serum on the proliferation and maturation of erythroid progenitor cells, BFU-E and CFU-E, into colonies in vitro. Nucleated peripheral blood cells from 10 anemic patients produced normal or increased numbers of BFU-E colonies in response to added erythropoietin when cultured in control serum, but declined a mean of 63% when autologous uremic serum was substituted. Uremic sera from 90 patients cultured with normal human marrow produced a mean decrease in BFU-E colony growth of 72%, and of CFU-E colony growth of 82%, compared to control serum. Neither hemodialysis nor peritoneal dialysis was effective in removing the inhibitor. We conclude that patients with uremia have adequate circulating erythroid progenitors that respond to erythropoietin normally when removed from the uremic environment, and that uremic serum is toxic and inhibitory to erythropoiesis. This may be an important mechanism in the anemia of chronic renal failure.
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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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 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".