Renal Oxygen Sensing Mechanisms May Contribute to Maintaining Cerebral Perfusion During Acute Anemia
Bibliographic record
Abstract
Introduction The integrative physiological response to anemia is complex and incompletely understood. We utilized data from studies of acute anemia in rodents to determine the relationship between changes in blood oxygen content (C a O 2 ) and the heterogenous response of the kidney, heart and brain. We hypothesize that renal hypoxia sensing mechanisms contribute to adaptive physiological responses to maintain cerebral oxygen delivery (DO 2 ) during acute anemia. Methods With animal care committee approval, we synthesized novel and published data from 5 previously published studies. Outcomes included: assessment of the relationship between C a O 2 and microvascular renal and brain PO 2 (phosphorescence quenching of oxyphor G4); cardiac output (CO) and renal and cerebral blood flow (ultrasound Doppler); hypoxia induced cellular responses (brain and kidney erythropoietin (EPO) mRNA and serum protein levels (ELISA)). Statistical analysis (SigmaPlot 14) was performed by ANOVA, Holm‐Sidak and Mann‐Whitney rank sum test when appropriate. Significance was assigned at p<0.05. Results In two models of anemia (hemodilution and RBC antibody mediated), acute reductions in blood C a O 2 were associated with larger decreases in renal microvascular PO 2 , relative to brain microvascular PO 2 (p<0.05). After acute hemodilution, there was a strong relationship between C a O 2 and renal microvascular PO 2 (r 2 =0.75). The magnitude of reduction in renal microvascular PO 2 correlated with the degree of renal EPO mRNA expression and serum EPO protein levels. The magnitude of the increase in EPO mRNA was much larger in the kidney than in the brain (p<0.03). While no change in renal blood flow was observed in either model, a significant increase in common carotid and internal carotid blood flow was observed in both models (p<0.012). When DO 2 was assessed, the kidney DO 2 was reduced at all levels of anemia (p<0.01) whereas brain tissue DO 2 was maintained in mild and moderate (Hb 90 and 70 g/L) (p=0.44) anemia but reduced in severe anemia (Hb 50 g/L) (p<0.02). The role of active cardiovascular increases in brain blood flow and maintained DO 2 during anemia was impaired by systemic beta blockade, suggesting that active cardiovascular mechanisms are required to maintain optimal brain DO 2 during anemia. Discussion Our analysis demonstrated: evidence of quantitative renal PO 2 sensing of changes in C a O 2 ; the clamping of renal blood flow (reduced DO 2 ) during anemia may be a central mechanism allowing for sensing of changes in C a O 2 ; reduced arterial C a O 2 resulted in a local renal hypoxia response (increased serum EPO) and may have initiated the cardiovascular response to increase cerebral blood flow and maintain cerebral DO 2 . Inhibition of the adrenergic system impaired these responses and resulted in reduced brain DO 2 . Understanding the heterogeneous adaptive responses to acute anemia may inform clinical practice and optimize management of acutely anemia patients.
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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) | 0.000 | 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) | 0.001 | 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".