ArticleBiology of sex differences2019
The developmental origins of sex-biased expression in cardiac development.
Article in Biology of sex differences, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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Who cites it
28 citing papers in PubMed, 52 citations in OpenAlex.
- Epigenetic regulation of cardiac physiology and pathophysiology: biological sex matters.The journal of cardiovascular aging · 2026Article
- Article
- Survey of gene, lncRNA and transposon transcription patterns in four mouse organs highlights shared and organ-specific sex-biased regulation.Genome biology · 2025Article
- Sex-Based Mechanisms of Cardiac Development and Function: Applications for Induced-Pluripotent Stem Cell Derived-Cardiomyocytes.International journal of molecular sciences · 2024Review
- Sex in cardiovascular disease: Why this biological variable should be considered in in vitro models.Science advances · 2024Review
- Early resource scarcity causes cortical astrocyte enlargement and sex-specific changes in the orbitofrontal cortex transcriptome in adult rats.Neurobiology of stress · 2024Article
- Prdm16 mutation determines sex-specific cardiac metabolism and identifies two novel cardiac metabolic regulators.Cardiovascular research · 2024Article
- Sex-biased gene expression across mammalian organ development and evolution.Science (New York, N.Y.) · 2023Article
- Multivariate GWAS of Alzheimer's disease CSF biomarker profiles implies GRIN2D in synaptic functioning.Genome medicine · 2023Article
- The impact of chromosomal sex on cardiometabolic health and disease.Trends in endocrinology and metabolism: TEM · 2023Review
- Temporal trends, sex differences, and age-related disease influence in Neutrophil, Lymphocyte count and Neutrophil to Lymphocyte-ratio: results from InCHIANTI follow-up study.Immunity & ageing : I & A · 2023Article
- Temporal trends, sex differences, and age-related disease influence in Neutrophil, Lymphocyte count and Neutrophil to Lymphocyte-ratio. Results from InCHIANTI follow-up study.Research square · 2023Article
- A change of heart: understanding the mechanisms regulating cardiac proliferation and metabolism before and after birth.The Journal of physiology · 2023Review
- Sex chromosome mechanisms in cardiac development and disease.Nature cardiovascular research · 2023Article
- Genetic variation in the Y chromosome and sex-biased DNA methylation in somatic cells in the mouse.Mammalian genome : official journal of the International Mammalian Genome Society · 2023Article
- Perinatal Lead Exposure Promotes Sex-Specific Epigenetic Programming of Disease-Relevant Pathways in Mouse Heart.Toxics · 2023Article
- Toxicoepigenetics and Environmental Health: Challenges and Opportunities.Chemical research in toxicology · 2022Review
- Sex-dependent transcription of cardiac electrophysiology and links to acetylation modifiers based on the GTEx database.Frontiers in cardiovascular medicine · 2022Article
- Matters of the heart: Cellular sex differences.Journal of molecular and cellular cardiology · 2021Review
- Cardiac cellularity is dependent upon biological sex and is regulated by gonadal hormones.Cardiovascular research · 2021Article
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Authors and funding
5 authors at 1 institution in 1 country.
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Abstract
backgroundExpression patterns between males and females vary in every adult tissue, even in organs with no conspicuous dimorphisms such as the heart. While studies of male and female differences have traditionally focused on the influence of sex hormones, these do not account for all the differences at the molecular and epigenetic levels. We previously reported that a substantial number of genes were differentially expressed in male and female mouse embryonic stem (ES) cells and revealed dose-dependent enhancer activity in response to Prdm14, a key pluripotency factor expressed more highly in female ES cells. In this work, we investigated the role of Prdm14 in establishing sex-specific gene expression networks. We surveyed the sex-specific landscape in early embryogenesis with special reference to cardiac development. We generated sex-specific co-expression networks from mouse ES cells, examined the presence of sex-specific chromatin domains, and analyzed previously published datasets from different developmental time points to characterize how sex-biased gene expression waxes and wanes to evaluate whether sex-biased networks are detectable throughout heart development.
resultsWe performed ChIP-seq on male and female mouse ES cells to determine differences in chromatin status. Our study reveals sex-biased histone modifications, underscoring the potential for the sex chromosome complement to prime the genome differently in early development with consequences for later expression biases. Upon differentiation of ES cells to cardiac precursors, we found sex-biased expression of key transcription and epigenetic factors, some of which persisted from the undifferentiated state. Using network analyses, we also found that Prdm14 plays a prominent role in regulating a subset of dimorphic expression patterns. To determine whether sex-biased expression is present throughout cardiogenesis, we re-analyzed data from two published studies that sampled the transcriptomes of mouse hearts from 8.5 days post-coitum embryos to neonates and adults. We found sex-biased expression at every stage in heart development, and interestingly, identified a subset of genes that exhibit the same bias across multiple cardiogenic stages.
conclusionsOverall, our results support the existence of sexually dimorphic gene expression profiles and regulatory networks at every stage of cardiac development, some of which may be established in early embryogenesis and epigenetically perpetuated.
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