408-P: Associations between Apolipoprotein B (apoB): Apolipoprotein A1 (apoA1) Ratio and Metabolic and Kidney Disease in Youth with Type 1 Diabetes
Bibliographic record
Abstract
ApoA1 is a major protein component of high-density lipoprotein (HDL) and apoB the main protein component of low-density lipoprotein (LDL). The ratio between apoB and apoA1 (ApoB:ApoA1) is often used to measure cardiovascular disease (CVD) risk in adults, yet little is known about its relationship with insulin resistance, central adiposity and early kidney disease, important CVD risk factors, in youth with T1D. In a study of 50 youth with type 1 diabetes, glomerular filtration rate (GFR) and renal plasma flow (RPF) were assessed using iohexol and p-aminohippurate clearance, and urine albumin-to-creatinine ratio (UACR) was also measured. Central adiposity was assessed using DXA and insulin sensitivity was estimated (eIS). Intraglomerular pressure was estimated using the Gomez equations. The study participants were 16±3.0 years old, 50% were female, and their average HbA1c was 8.7±1.3%. They had an average T1D duration of 5.7±2.6 years, with UACR levels of 6[5-14] mg/g and GFR of 189±40 ml/min. Concentrations of apoA1 and apoB were quantified by targeted nuclear magnetic resonance spectroscopy. ApoA1 (185±35 vs. 150±36 mg/dl, p=0.001) and apoB (108±29 vs. 90±27 mg/dl, p=0.03) were higher in girls vs. boys, but the apoB:apoA1 ratio was similar between the sexes (p=0.59). ApoB correlated with PGLO (r: 0.42, p=0.01), log UACR (r: 0.33, p=0.02), and trunk mass (r: 0.34, p=0.02), whereas ApoB:ApoA1 correlated with GFR (r: 0.44, p=0.002), PGLO (r: 0.48, p=0.01), log UACR (r: 0.38, p=0.008), trunk mass (r: 0.45, p=0.001), BMI (r: 0.40, p=0.004) and inversely with eIS (-0.44, p=0.001). The ratio of apoB to apoA1 associated with markers of metabolic and kidney disease in youth with T1D. Further research is needed to fully understand the mechanisms behind these associations and to identify potential strategies for preventing or mitigating cardiovascular disease in young persons with T1D. Disclosure L.Remmers: None. C.Birznieks: None. D.Carrasco: None. S.Gross: None. J.K.Snell-bergeon: None. L.A.Hall: None. K.J.Nadeau: None. P.Bjornstad: Advisory Panel; AstraZeneca, Novo Nordisk, Lilly, Horizon Therapeutics plc, Boehringer Ingelheim (Canada) Ltd., LG Chem, Consultant; Bayer Inc., Bristol-Myers Squibb Company. K.L.Tommerdahl: None.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".