Fibrinogen and plasma clot properties are associated with apolipoprotein B and apolipoprotein B-containing lipoproteins in Africans
Bibliographic record
Abstract
•There is a link between apob-containing lipoproteins, including Lp(a) and plasma clot properties (PCP).•This relationship was analysed in Africans in an epidemiological setting.•The lipoproteins and ApoB had different associations with the clot properties.•ApoB-containing lipoproteins associated with a prothrombotic clot phenotype in black South Africans. BACKGROUNDCase-control, intervention and laboratory studies have demonstrated a link between apolipoprotein B-containing lipoproteins and clot structure and thrombosis. There is, however, limited evidence on population level.OBJECTIVESWe determined the cross-sectional relationship between lipoprotein(a) (Lp(a)), low-density lipoprotein cholesterol (LDL-C), and apolipoprotein B (ApoB) with fibrinogen and plasma clot properties in 1 462 Black South Africans, a population with higher fibrinogen and Lp(a) levels compared with individuals of European descent.METHODSData were obtained from participants in the South African arm of the Prospective Urban and Rural Epidemiology study. Clot properties analysed included lag time, slope, maximum absorbance, and clot lysis time (turbidity). Lp(a) was measured in nM using particle-enhanced immunoturbidimetry. General linear models (GLM) were used to determine the associations between ApoB and ApoB-containing lipoproteins with fibrinogen and plasma clot properties. Stepwise regression was used to determine contributors to clot properties and Lp(a) variance.RESULTSGLM and regression results combined, indicated fibrinogen concentration and rate of clot formation (slope) had the strongest association with Lp(a); clot density associated positively with both Lp(a) and LDL-C; time to clot formation associated negatively with ApoB; and CLT demonstrated strong positive associations with both ApoB and LDL-C, while its association with Lp(a) was fibrinogen concentration dependent.CONCLUSIONThese findings suggest that ApoB and the lipoproteins carrying it contribute to prothrombotic clot properties in Africans on epidemiological level and highlight potential novel prothrombotic roles for these (apo)lipoproteins to be considered for the development of targeted therapeutic approaches to address thrombotic conditions related to clot properties. Case-control, intervention and laboratory studies have demonstrated a link between apolipoprotein B-containing lipoproteins and clot structure and thrombosis. There is, however, limited evidence on population level. We determined the cross-sectional relationship between lipoprotein(a) (Lp(a)), low-density lipoprotein cholesterol (LDL-C), and apolipoprotein B (ApoB) with fibrinogen and plasma clot properties in 1 462 Black South Africans, a population with higher fibrinogen and Lp(a) levels compared with individuals of European descent. Data were obtained from participants in the South African arm of the Prospective Urban and Rural Epidemiology study. Clot properties analysed included lag time, slope, maximum absorbance, and clot lysis time (turbidity). Lp(a) was measured in nM using particle-enhanced immunoturbidimetry. General linear models (GLM) were used to determine the associations between ApoB and ApoB-containing lipoproteins with fibrinogen and plasma clot properties. Stepwise regression was used to determine contributors to clot properties and Lp(a) variance. GLM and regression results combined, indicated fibrinogen concentration and rate of clot formation (slope) had the strongest association with Lp(a); clot density associated positively with both Lp(a) and LDL-C; time to clot formation associated negatively with ApoB; and CLT demonstrated strong positive associations with both ApoB and LDL-C, while its association with Lp(a) was fibrinogen concentration dependent. These findings suggest that ApoB and the lipoproteins carrying it contribute to prothrombotic clot properties in Africans on epidemiological level and highlight potential novel prothrombotic roles for these (apo)lipoproteins to be considered for the development of targeted therapeutic approaches to address thrombotic conditions related to clot properties.
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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 | 0.002 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".