Glomerular filtration rate predicts pro-vascular progenitor cell depletion: insights from the IPE-PREVENTION and ORIGINS-RCE studies
Bibliographic record
Abstract
Abstract Background People living with cardiometabolic disease and impaired renal function are at increased risk of experiencing adverse cardiovascular outcomes(1,2). Recent evidence indicates that individuals living with atherosclerotic cardiovascular disease (ASCVD) and type 2 diabetes (T2D) exhibit a reduction in circulating vascular regenerative (VR) cells that are essential for maintaining blood vessel homeostasis(3). However, there is limited data on whether VR cell content changes in response to cardiometabolic and kidney disorders. Purpose We sought to determine if there is an association between estimated glomerular filtration rate (eGFR) and VR cell content in individuals with ASCVD and/or diabetes. Data were from participants enrolled in the IPE-PREVENTION and ORIGINS-RCE studies. Methods IPE-PREVENTION participants had moderately elevated triglycerides (1.5 - 5.65 mmol/L) with established ASCVD and/or T2D. ORIGINS-RCE participants had established ASCVD or T2D and at least one additional cardiovascular risk factor. Circulating mononuclear cells were isolated from peripheral blood and characterized using side scatter properties (SSC) and high aldehyde dehydrogenase activity to quantify pro-angiogenic early myeloid progenitor cells (ALDHhi), and primitive versus lineage-specific cell surface marker co-expression. Participants were stratified according to those with an eGFR <60 mL/min/1.73m², or ≥60 mL/min/1.73m². Results Median [IQR] eGFR of the pooled cohort (n=169) was 75 [59, 88] mL/min/1.73m²; 45% had an eGFR that was <60 mL/min/1.73m². The stratum with eGFR <60 mL/min/1.73m² had fewer circulating ALDHhiSSClow progenitor cells (0.037 vs. 0.051%; P<0.01) (Figure 1A) and ALDHhiSSClow cells expressing CD34+ and CD133+ (49 vs. 54%; P=0.03) (Figure 1B) than that with an eGFR ≥60 mL/min/1.73m². The predictive value of eGFR on ALDHhiSSClowCD34+CD133+ frequency was conserved even after controlling for age, sex, LDL-C, BMI, and HbA1c (P<0.01) (Table 1). The frequency of ALDHhiSSCmid monocyte precursor cells did not differ based on eGFR status. Conclusions Low eGFR was predictive for the depletion of ALDHhiSSClow primitive progenitor cells that co-express the stem cell markers CD133 and CD34 in individuals with ASCVD and/or T2D suggesting that diminished kidney function is associated with a decrease in vessel reparative pro-angiogenic progenitor cell content. Strategies that improve circulating VR cell content in individuals living with kidney and cardiometabolic disease may provide clinically meaningful benefits.Figure 1Table 1
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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 | 0.005 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".