Differential Expression of NRG1‐ERBB4‐PSEN1‐NUP98 (NEPN) Signaling Axis as Potential Blood‐Based Biomarkers for Viral Myocarditis
Bibliographic record
Abstract
Background Myocarditis, inflammation of the myocardium, is a leading cause of unexpected heart failure in young adults, commonly attributable to viral infections. Myocarditis manifests in a wide range of clinical presentations, from asymptomatic to acute heart failure. The current gold standard for diagnosis relies upon invasive endomyocardial biopsy, requiring histopathological demonstration of inflammation with/without associated myocyte damage. Under these guidelines, diagnostic sensitivity in independent published studies is <30%. We have previously demonstrated that detection of biomarkers within the NEPN pathway (implicated in immune response and heart failure) significantly improved diagnostic sensitivity to ~80%, however, this approach still relies upon biopsy. Thus, in the present study, our aim is to develop a non‐invasive, blood‐based diagnostic assay for viral myocarditis by examining the NEPN signaling axis and their cleavage fragments during the evolution of myocarditis. Design HeLa cells and human induced pluripotent stem cell (iPSC)‐derived cardiomyocytes (CM) were CVB3‐ or sham‐infected. Western blot analysis and confocal microscopy were performed to determine the expression and subcellular localization of NEPN signaling axis proteins in tissue culture. In addition, tissue and blood from murine models of viral myocarditis (A/J and C57BL/6 mice) were collected at 4 dpi (viremic phase) and 5 to 8 dpi (acute phase), and were analyzed by Western blot analysis, IHC and IF to detect protein expression. Results NEPN proteins all show changes in expression and subcellular localization throughout the infection time course. NUP98 is upregulated and cleaved during infection. NRG1 is upregulated in both lysates and supernatants. ERBB4 co‐localizes at the cell membrane with the protease PSEN1. ERBB4 and NRG1 cleavage fragments are secreted and detected in both tissue culture supernatant and mouse plasma. In the plasma of the less susceptible C57BL/6 mice, ERBB4 and NRG1 cleavage fragments increase throughout the viremic and acute phases. However, in the highly susceptible A/J mice, ERBB4 and NRG1 cleavage fragments were not detected in the plasma until 6 dpi (acute phase), when they are highly upregulated as compared to C57BL/6 mice (p=0.001). Conclusion Differential expression, subcellular localization and cleavage fragments of NEPN signaling axis proteins were detected during the pathogenesis of viral myocarditis. These composite changes may be useful in the development of a blood‐based diagnostic. Support or Funding Information Dr. Hanson's research is supported by the Myocarditis Foundation and Michael Smith Foundation for Health Research This abstract is from the Experimental Biology 2019 Meeting. There is no full text article associated with this abstract published in The FASEB Journal .
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".