Abstract 1924: Carriers of Loss-of-Function Mutations in ABCA1 Display Pancreatic Beta Cell Dysfunction
Bibliographic record
Abstract
Background The ATP Binding Cassette transporter A1 (ABCA1) transports free cholesterol to nascent high-density lipoproteins (HDL) and maintains plasma HDL levels. In mice, ABCA1 is essential in regulating intracellular cholesterol homeostasis and insulin secretion in the β cell. The role of ABCA1 in human glucose metabolism is unclear. Objective and methods To assess the effects of ABCA1 dysfunction on glucose homeostasis in humans , we matched heterozygous carriers of disruptive mutations in ABCA1 and non-carriers for age, gender and BMI and performed oral glucose tolerance tests (OGTT; 9 vs. 8 respectively) and hyperglycemic clamping experiments (6 vs. 6). Results Carriers had lower HDL-C levels than non-carriers (0.58 ± 0.3 vs. 1.46 ± 0.4 mmol/L, p=0.001) but LDL-C did not differ (3.4 ± 1.0 vs. 2.8 ± 0.8 mmol/L, p=0.21). Fasting plasma glucose was not different (5.2 ± 1.5 vs. 5.0 ± 0.4 mmol/L). Glucose curves after OGTT were significantly higher in carriers than in non-carriers (genotype * time interaction, p=0.005; plasma glucose at t=60 min 9.0 ± 3.0 mmol/L vs. 6.0 ± 1.4 mmol/L respectively, p=0.02). During hyperglycemic clamps, carriers showed a lower first phase insulin and C-peptide response than non-carriers (genotype * time interaction, p<0.05 and p<0.01 respectively; insulin at t=5 min 164±118 vs. 352 ±141 pmol/L, p<0.05; C-peptide at t=5 min 1033 ± 628 vs. 1942 ± 723 pmol/L, p<0.05) but no difference in insulin sensitivity index (0.0216 ± 0.012 mg kg −1 . min −1 . pM −1 for carriers and 0.0197 ± 0.005 mg kg −1 . min −1 . pM −1 for non-carriers; p=0.73). Disposition index - a measure of β cell function, adjusted for insulin sensitivity - was lower in carriers than in non-carriers (1037 ± 610 vs. 2718 ± 1524; p<0.05). Non-carriers responded to an arginine stimulus with an increase in C-peptide levels (from 3558 ± 1240 pM to 6817 ± 1665 pM; p<0.005), whereas in carriers this increase did not reach statistical significance (from 3727 ± 1843 pM to 5480 ± 1757 pM; p=0.12). Conclusion Carriers of loss-of-function mutations in ABCA1 show impaired insulin secretion without insulin resistance, resulting in glucose intolerance. Our data confirm previous studies in mice and provide evidence for a role of ABCA1 in β cell dysfunction and the pathophysiology of diabetes mellitus in man.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 0.002 |
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".