Occurrence of hyperhomocysteinaemia in cardiovascular, haematology and nephrology patients: contribution of folate
Bibliographic record
Abstract
We investigated the contribution of plasma folate deficiency to hyperhomocysteinaemia in selected patient groups. Based on our observations, we have determined a lower folate reference interval cut-off using homocysteine as a metabolic marker of folate deficiency. Four hundred and twenty-five consecutive plasma specimens from cardiology (n = 120), haematology (n = 190) and nephrology (n = 115) patients were analysed for homocysteine and plasma folate concentrations. Healthy volunteers were used as controls (n = 117). We observed elevated homocysteine values above our upper reference limit of 13 micromol/L in 20.1%, 28.4% and 74.8% of the cardiology, haematology and nephrology patients, respectively. All but 1.9% of the patients had plasma folate values greater than the lower reference interval limit (3.4 nmol/L) for our folate assay. The percentage of patients from cardiology and haematology clinics who were hyperhomocysteinaemic and had folate values > 15 nmol/L was 5.0% and 4.2%, respectively. In contrast, 58% of our nephrology patients with folate values > 15 nmol/L were hyperhomocysteinaemic. In all three groups, an inverse relationship was found between folate and homocysteine. The folate/homocysteine ratios in the patient groups were approximately one-third of the values observed in our control group. Folate deficiency appears to be the primary cause of hyperhomocysteinaemia in our cardiology and thrombosis patients. However, severe folate deficiency appears to be uncommon. The majority of our nephrology patients are hyperhomocysteinaemic without an apparent folate deficiency. We conclude that raising the lower reference interval cut-off for folate to 15 nmol/L would help to identify individuals at risk for hyperhomocysteinaemia in our non-uraemic patient population. Increasing folate supplementation to maintain a plasma concentration above 15 nmol/L in cardiac, thrombosis and renal patients would greatly reduce the occurrence of hyperhomocysteinaemia in these patients.
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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 | 0.002 | 0.004 |
| 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 | 0.001 |
| 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 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".