Developmental Genetics: Gene Regulation, Stem Cells, and Pattern Formation

{"type":"doc","content":[{"type":"heading","attrs":{"textAlign":null,"level":2},"content":[{"type":"text","text":"Developmental Genetics: Overview"}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","text":"Developmental genetics explores how genes control the growth, differentiation, and organization of cells into tissues and organisms. It highlights conserved mechanisms across species and investigates the genetic and epigenetic regulation of development, stem cell biology, and the consequences of gene defects."}]},{"type":"heading","attrs":{"textAlign":null,"level":3},"content":[{"type":"text","text":"Gene Regulation in Development"}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","text":"Gene regulation determines which genes are expressed in specific tissues, at what times, and under what conditions. This regulation is crucial for proper development and differentiation."}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Transcriptional Regulation:"},{"type":"text","text":" Involves transcription factors (TFs), enhancers, repressors, and chromatin structure that control gene expression."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Post-transcriptional, Translational, and Post-translational Regulation:"},{"type":"text","text":" Includes mRNA processing, stability, translation efficiency, and protein modifications."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Epigenetic Regulation:"},{"type":"text","text":" DNA methylation, histone modifications, and non-coding RNAs alter chromatin accessibility without changing the DNA sequence."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Tissue-Specific Expression:"},{"type":"text","text":" Different cell types express distinct sets of genes, leading to specialized functions."}]}]}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"image","attrs":{"src":"https://static.studychannel.pearsonprd.tech/study_guide_files/genetics/sub_images/b7d98f2c_image_3.png","alt":"Gene regulation in different cell types","title":null,"width":null,"height":null}}]},{"type":"heading","attrs":{"textAlign":null,"level":3},"content":[{"type":"text","text":"Stem Cells and Differentiation"}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","text":"Stem cells are undifferentiated cells capable of self-renewal and differentiation into specialized cell types. Their potency decreases as development progresses:"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Totipotent:"},{"type":"text","text":" Can give rise to all cell types, including extraembryonic tissues (e.g., zygote)."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Pluripotent:"},{"type":"text","text":" Can form any cell type of the three germ layers but not extraembryonic tissues (e.g., embryonic stem cells)."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Multipotent:"},{"type":"text","text":" Differentiate into a limited range of cell types within a lineage (e.g., hematopoietic stem cells)."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Unipotent:"},{"type":"text","text":" Can produce only one cell type but retain self-renewal (e.g., epidermal stem cells)."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"image","attrs":{"src":"https://static.studychannel.pearsonprd.tech/study_guide_files/genetics/sub_images/b7d98f2c_image_13.png","alt":"Stages of early mammalian embryogenesis","title":null,"width":null,"height":null}},{"type":"text","text":" "}]}]}]},{"type":"heading","attrs":{"textAlign":null,"level":3},"content":[{"type":"text","text":"Germ Layer Formation and Cell Fate"}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","text":"During early embryogenesis, the fertilized zygote undergoes cleavage and forms three primary germ layers:"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Ectoderm (Outer Layer):"},{"type":"text","text":" Forms the epidermis, nervous system, and sensory organs."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Mesoderm (Middle Layer):"},{"type":"text","text":" Develops into muscle, bone, connective tissue, blood, kidneys, and the circulatory system."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Endoderm (Inner Layer):"},{"type":"text","text":" Gives rise to the epithelial lining of the gastrointestinal and respiratory tracts, liver, and pancreas."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Germ Cells:"},{"type":"text","text":" Primordial germ cells (PGCs) are set aside early to form sperm or eggs."}]}]}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"image","attrs":{"src":"https://static.studychannel.pearsonprd.tech/study_guide_files/genetics/sub_images/b7d98f2c_image_2.png","alt":"Germ layer differentiation and cell fate","title":null,"width":null,"height":null}}]},{"type":"heading","attrs":{"textAlign":null,"level":3},"content":[{"type":"text","text":"Maternal-Zygotic Transition (MZT) and Embryonic Genome Activation (EGA)"}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","text":"The maternal-zygotic transition marks the shift from maternal mRNA/protein control to zygotic genome activation. This transition is essential for further development and is tightly regulated."}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Timing:"},{"type":"text","text":" Occurs at the 2-cell stage in mice, 4-cell stage in humans, and 4-8 cell stage in bovines."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Mechanism:"},{"type":"text","text":" Maternal mRNAs/proteins drive early development; zygotic transcription begins after MZT."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Developmental Arrest:"},{"type":"text","text":" Inhibiting transcription at this stage halts development."}]}]}]},{"type":"heading","attrs":{"textAlign":null,"level":3},"content":[{"type":"text","text":"Epigenetic Regulation and Reprogramming"}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","text":"Epigenetic modifications, such as DNA methylation and histone modifications, are dynamically regulated during development. These changes are essential for establishing and maintaining cell identity."}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"DNA Methylation:"},{"type":"text","text":" Undergoes two rounds of global erasure and re-establishment during germ cell and early embryonic development."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Genomic Imprinting:"},{"type":"text","text":" Parent-specific methylation patterns are erased and re-established in germ cells, then maintained in the embryo."}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"text","marks":[{"type":"bold"}],"text":"Reprogramming:"},{"type":"text","text":" Epigenetic reprogramming allows differentiated cells to revert to a pluripotent state (iPSCs) or transdifferentiate into other cell types."}]}]}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"image","attrs":{"src":"https://static.studychannel.pearsonprd.tech/study_guide_files/genetics/sub_images/b7d98f2c_image_16.png","alt":"Epigenetic reprogramming during development","title":null,"width":null,"height":null}}]},{"type":"paragraph","attrs":{"textAlign":null},"content":[{"type":"image","attrs":{"src":"data:image/png;base64,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