In Vitro Modeling of Congenital Heart Defects Associated with an NKX2-5 Mutation Revealed a Dysregulation in BMP/Notch-Mediated Signaling
Bibliographic record
Abstract
Abstract The Nkx2-5 gene codes for a transcription factor that plays a critical role in heart development. Heterozygous mutations in NKX2-5 in both human and mice result in congenital heart defects (CHDs). However, the molecular mechanisms by which these mutations cause the disease are still unknown. Recently, we have generated the heterozygous mouse model of the human CHDs associated mutation NKX2-5 R142C (Nkx2-5R141C/+ mouse ortholog of human NKX2-5 R142C variant) that developed septal and conduction defects. This study generated a heterozygous Nkx2-5 R141C mouse embryonic stem cell line (Nkx2-5R141C/+ mESCs) to model CHDs in vitro. We observed that Nkx2-5R141C/+ mESCs display an alteration in the expression of genes that are essential for normal heart development. Furthermore, the reduced cardiomyogenesis is paralleled by a reduction in nuclear import of Nkx2-5 protein. Examination of the Nkx2-5R141C/+ embryos at E8.5 revealed a transient loss of cardiomyogenesis, which is consistent with the phenotype observed in vitro. Moreover, gene expression profiling of Nkx2-5R141C/+ cells at an early stage of cardiac differentiation revealed pronounced deregulation of several cardiac differentiation and function genes. Collectively, our data showed that heterozygosity for the R141C mutation results in disruption of the cellular distribution of Nkx2-5 protein, a transient reduction in cardiomyogenesis that may disrupt the early patterning of the heart, and this, in turn, affects the intricate orchestration of signaling pathways leading to downregulation of Bone morphogenetic protein (BMP) and Notch signaling. Therefore, we have developed mESCs model of a human CHD, providing an in vitro system to examine early stages of heart development, which are otherwise difficult to study in vivo.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 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) | 0.000 | 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 teacher head, 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".