AT1R Antibody Assessment
Bibliographic record
Abstract
Introduction The angiotensin II type 1 receptor (AT1R) is a G-protein-coupled receptor that is expressed on vascular endothelium. It can signal cell growth and proliferation, fibrosis, and vascular remodeling. AT1R antibodies are being increasingly studied to examine their relevance in transplantation. The frequency and impact of AT1R antibodies in pediatric heart transplantation has not been well studied. Our aim is to measure the frequency of AT1R antibodies in this patient population as well as pediatric controls and to assess for non-specific reactivity in this assay. Methods We included 42 patients (n=154 samples) for whom pre- and post-transplant sera and HLA antibody data were available. AT1R antibody levels were measured by a commercially available ELISA test (distributed by One Lambda ThermoFisher). Samples were tested/interpreted as per product insert. Results were negative under 10 U/mL and positive over 17 U/mL. Age-matched, sex-balanced, non-transplant controls (n=27) were collected from the local cardiac-catheterization laboratory. A subset of samples with positive results (n=52 sera from 20 patients) as well as the assay’s positive control were re-tested following adsorption with Adsorb Out (One Lambda ThermoFisher.). Figure 1 details the samples and testing methodology. Analysis was performed using GraphPad.Results No significant difference was observed between patient and control AT1R antibody levels (Figure 2). Values over the test method upper threshold (40 U/mL) were detected in 38% of patient sera. Adsorbed sera had significantly decreased AT1R values vs non adsorbed sera (Figure 3A). There was no significant change from pre- to post-transplant AT1R antibody detected overall (Figures 3B and 3C). In the UN-adsorbed sera, 57% of the pre-transplant sera and 64% of the post-transplant sera tested positive for AT1R antibody; 58% and 78% were positive above the 40U/mL threshold, respectively. In contrast, In the ADSORBED sera, 21% of the pre-transplant sera and 15% of the post-transplant sera tested positive for AT1R antibody; 29% and 20% were positive above the 40U/mL threshold, respectively.Conclusion Pediatric heart transplant patients appear to yield false positive results in this AT1R assay. This problem may be overcome by adsorbing for non-specific reactivity. Non-specific binding is a known concern in immunoassays such as ELISA. Typically, controls are included in these assays such as a ‘no antigen’ well and/or absorption steps are performed. This assay is lacking an essential control that is required by clinical laboratory standards. The pediatric heart transplant population may have especially high levels of non-specific reactivity in immunoassays due to the high frequency of thymectomy and mechanical circulatory support. We are now investigating the association of adsorbed and non-adsorbed AT1R antibody to transplant outcomes. Canadian National Transplant Research Program (CNTRP). Edmonton Civic Employee’s Research Award.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.014 | 0.006 |
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".