ReviewSignal transduction and targeted therapy2024
The molecular mechanisms of cardiac development and related diseases.
Review in Signal transduction and targeted therapy, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
54 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Genomic data-driven framework for drug target discovery in atrial fibrillation.Journal of translational medicine · 2025Pooled it
- Decoding Cardiac Development and Maturation at Single-Cell and Spatial Transcriptomic Resolution.Circulation research · 2026Review
- From Adaptive Resilience to Catastrophic Systems Collapse: Endothelial Entropy, Ferroptotic Propagation, and the Maternal Point of No Return in Emergency Peripartum Hysterectomy.International journal of molecular sciences · 2026Review
- Risk Recognition and Phenotyping in Cardiac and Vascular Diseases.Biomedicines · 2026Article
- The primary cilium at the helm: gatekeeper of TGF-β superfamily signaling in development, homeostasis, and disease.Biochemical Society transactions · 2026Review
- Human Hematopoietic Stem Cells Enhance Maturational Differentiation of hiPSC-Derived Cardiomyocytes on Xeno-Free MatriClone-Plastic via EGFR/MAPK/ERK Signaling Pathway.Pharmaceuticals (Basel, Switzerland) · 2026Article
- Nuclear Proteome Map of Mouse Heart Chambers.Molecular & cellular proteomics : MCP · 2026Article
- Role of CHD chromatin remodelers in heart development.World journal of pediatrics : WJP · 2026Review
- The Impact of Maternal Obesity and Diabetes on the Development of Congenital Heart Defects (CHDs) in Offspring: A Narrative Review.Metabolites · 2026Review
- High sucralose exposure in early pregnancy increases the susceptibility of heart defects in mice offspring.iScience · 2026Article
- Magnetic torque-mediated early asymmetric mechanical stimulation directs structural and functional maturation in human cardiac organoids.Scientific reports · 2026Article
- Advanced in vitro cardiac models for drug evaluation: integration of organoids, engineered tissues, and microphysiological systems.Microsystems & nanoengineering · 2026Review
- Downregulation of miR-194-5p impairs cardiomyocyte proliferation and differentiation through targeting Fign in congenital heart disease.Molecular and cellular biochemistry · 2026Article
- PPP2R3A-RGS19 interaction links Wnt/β-catenin signaling to pathological cardiomyocyte apoptosis in heart failure.Molecular biology reports · 2026Article
- Impact of Preeclampsia Severity on Fetal MAPSE and TAPSE: A Prospective Case-Control Study.Journal of clinical medicine · 2026Article
- From chemically defined hiPSCs to self-organizing cardiac organoids: current strategies guided by developmental signaling.Stem cell research & therapy · 2026Review
- GRNFormer: accurate gene regulatory network inference using graph transformer.Bioinformatics (Oxford, England) · 2026Article
- Maternal Blood as a Window to the Fetal Heart: Novel Biomarkers for Early Detection of Septal Defects.Biomedicines · 2026Review
- Recapitulating lung cancer metastasisOncology reports · 2026Review
- Identification of disease-associated gene expression signatures for mechanistic insights and drug prediction in dilated cardiomyopathy-induced heart failure.Molecular and cellular biochemistry · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
Cardiac development is a complex and intricate process involving numerous molecular signals and pathways. Researchers have explored cardiac development through a long journey, starting with early studies observing morphological changes and progressing to the exploration of molecular mechanisms using various molecular biology methods. Currently, advancements in stem cell technology and sequencing technology, such as the generation of human pluripotent stem cells and cardiac organoids, multi-omics sequencing, and artificial intelligence (AI) technology, have enabled researchers to understand the molecular mechanisms of cardiac development better. Many molecular signals regulate cardiac development, including various growth and transcription factors and signaling pathways, such as WNT signaling, retinoic acid signaling, and Notch signaling pathways. In addition, cilia, the extracellular matrix, epigenetic modifications, and hypoxia conditions also play important roles in cardiac development. These factors play crucial roles at one or even multiple stages of cardiac development. Recent studies have also identified roles for autophagy, metabolic transition, and macrophages in cardiac development. Deficiencies or abnormal expression of these factors can lead to various types of cardiac development abnormalities. Nowadays, congenital heart disease (CHD) management requires lifelong care, primarily involving surgical and pharmacological treatments. Advances in surgical techniques and the development of clinical genetic testing have enabled earlier diagnosis and treatment of CHD. However, these technologies still have significant limitations. The development of new technologies, such as sequencing and AI technologies, will help us better understand the molecular mechanisms of cardiac development and promote earlier prevention and treatment of CHD in the future.
Indexed as
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What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.