Abstract 48: A newly identified rare variant (chr11:47227430) with possible functional activity is associated with fasting insulin at the chromosome 11p11.2-NR1H3 locus in the Cohorts for Heart and Aging Research in Genetic Epidemiology Targeted Sequencing Study (CHARGE-TSS).
Bibliographic record
Abstract
Aim: Common variation at the polygenic 11p11.2 locus has been associated with fasting glucose (FG) and insulin (FI) in genome-wide association studies. Further insights into the genetic pathways involved in glucose homeostasis and type 2 diabetes pathogenesis might rely on discovery of functional variants in genes or regulatory regions. Hypothesis: We hypothesized that high-throughput next-generation deep sequencing at the polygenic 11p11.2 locus might identify additional rare, potentially functional variants influencing FG and/or FI levels. Methods: We deeply sequenced (mean depth 38X) 16.1kb across the 11p11.2 locus in 3,566 non-diabetic individuals enrolled in the CHARGE Consortium (http://web.chargeconsortium.com/). We analyzed rare variants (minor allele frequency [MAF] <1%) in five gene regions, including MADD , ACP2 , NR1H3 , MYBPC3 and SPI1 , with FI or FG using Sequence Kernel Association Test (SKAT). Predicted regulatory variants were then analyzed by conditioning in SKAT on two previously known variants at MADD locus (rs7944584 and rs10838687 associated, respectively, with FG and FI). All analyses were adjusted for age, sex and study design variables. FI (adjusted for BMI) was naturally log-transformed to improve normality. Further functional studies were performed in human HepG2 hepatoma cells to unravel possible mechanistic pathways linked to functional variants. Results: We identified 653 allelic variants (including the known rs7944584 and rs10838687), 79.9% of which were rare and novel. At NR1H3, 53 rare variants were jointly associated with FI ( p =2.7 x 10 -3 ); of these, seven were predicted to have regulatory function. Conditional analysis suggested more than two independent signals at 11p11.2- MADD locus. One predicted regulatory variant, chr11:47227430 (hg18; MAF=0.0007), contributed 20.6% to the overall SKAT score at NR1H3, and lies in intron 2 of NR1H3 , a predicted binding site of the FOXA1 enhancer, a transcription factor associated with insulin regulation. Functional studies in HepG2 cells showed that the chr11:47227430 variant disrupts FOXA1 binding and significantly reduces FOXA1-dependent transcriptional activity. Conclusions/interpretation: We confirmed known common FI-associated variants near MADD gene and identified rare variation in an intron of NR1H3 associated with FI. Functional in vitro studies showed that the rare A allele of the chr11:47227430 variant at the NR1H3 locus might theoretically affect insulin regulation by interfering with transcription factor FOXA1 binding and, consequently, FOXA1-dependent transcriptional activity. Our targeted deep resequencing approach proved valuable in identifying new rare functional variants; quantitation of their actual impact on glucose homeostasis needs further confirmation.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 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".