ABSTRACT
Using a compendium of cell-state-specific gene expression data, we identified genes that uniquely define cell states, including those thought to represent various developmental stages. Our analysis sheds light on human cell fate through the identification of core genes that are altered over several developmental milestones, and across regional specification. Here we present cell-type specific gene expression data for 17 distinct cell states and demonstrate that these modules of genes can in fact define cell fate. Lastly, we introduce a web-based database to disseminate the results.
Subject(s)
Algorithms , Cell Differentiation , Cells, Cultured , Cellular Reprogramming , Gene Expression , Gene Regulatory Networks/genetics , Humans , Transcription Factors/genetics , Transcription Factors/metabolismABSTRACT
It is clear that neural differentiation from human pluripotent stem cells generates cells that are developmentally immature. Here, we show that the let-7 plays a functional role in the developmental decision making of human neural progenitors, controlling whether these cells make neurons or glia. Through gain- and loss-of-function studies on both tissue and pluripotent derived cells, our data show that let-7 specifically regulates decision making in this context by regulation of a key chromatin-associated protein, HMGA2. Furthermore, we provide evidence that the let-7/HMGA2 circuit acts on HES5, a NOTCH effector and well-established node that regulates fate decisions in the nervous system. These data link the let-7 circuit to NOTCH signaling and suggest that this interaction serves to regulate human developmental progression.
Subject(s)
MicroRNAs/genetics , Neuroglia/metabolism , Pluripotent Stem Cells/metabolism , Receptors, Notch/genetics , Basic Helix-Loop-Helix Transcription Factors/genetics , Basic Helix-Loop-Helix Transcription Factors/metabolism , Cell Differentiation/genetics , Cell Line , Gene Expression Regulation, Developmental , HMGA2 Protein/genetics , HMGA2 Protein/metabolism , Humans , Immunohistochemistry , MicroRNAs/metabolism , Nervous System/cytology , Nervous System/growth & development , Nervous System/metabolism , Neural Stem Cells/cytology , Neural Stem Cells/metabolism , Neurogenesis/genetics , Neuroglia/cytology , Neurons/cytology , Neurons/metabolism , Oligodendroglia/cytology , Oligodendroglia/metabolism , Pluripotent Stem Cells/cytology , RNA Interference , RNA-Binding Proteins/genetics , RNA-Binding Proteins/metabolism , Receptors, Notch/metabolism , Repressor Proteins/genetics , Repressor Proteins/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction/geneticsABSTRACT
BACKGROUND: In addition to an established role in the repair of postreplicative DNA errors, DNA mismatch repair (MMR) proteins also contribute to cellular responses to exogenous DNA damage. Previously, we have shown that Msh2-null mice display increased sensitivity to ultraviolet (UV) B-induced tumorigenesis, but squamous cell carcinomas (SCC) generated are microsatellite stable, suggesting a role for MMR other than postreplicative repair in UV-induced cutaneous tumour formation. OBJECTIVES: We questioned whether there was evidence of MMR dysfunction in human SCC, thus validating the mouse models of MMR-dependent UVB-induced skin cancer. METHODS: Using tissue microarrays we examined both nuclear and cytoplasmic levels of MMR proteins MSH2, MSH6, MSH3, MLH1 and PMS2 in more than 200 cases of cutaneous SCC and basal cell carcinoma (BCC). RESULTS: We found that subsets of these 10 MMR protein measures were increased in nonmelanoma skin cancer (NMSC) compared with normal epidermal samples; this was particularly true of SCC. In fact, based on post hoc tests and MMR protein distribution patterns, BCC was distinct from SCC. With the exception of nuclear MSH2, the BCC had lower levels of identified MMR protein measures than SCC. We believe this to be important because not only is SCC more aggressive than BCC, but evidence suggests that these two NMSC subtypes arise through different molecular pathways. CONCLUSIONS: In combination with previously established roles for MMR proteins in response to UVB-induced DNA damage, our data point towards an expanded perspective of the importance of MMR proteins in the suppression of UVB-induced tumorigenesis and, potentially, tumour behaviour.
Subject(s)
Biomarkers, Tumor/metabolism , Carcinoma, Squamous Cell/genetics , DNA Repair , DNA-Binding Proteins/metabolism , Neoplasm Proteins/metabolism , Skin Neoplasms/genetics , Biomarkers, Tumor/genetics , Carcinoma, Basal Cell/genetics , Carcinoma, Basal Cell/metabolism , Carcinoma, Basal Cell/pathology , Carcinoma, Squamous Cell/metabolism , Carcinoma, Squamous Cell/pathology , Cell Nucleus/metabolism , Cytoplasm/metabolism , DNA, Neoplasm/genetics , Humans , Microsatellite Instability , Neoplasm Invasiveness , Neoplasm Proteins/genetics , Skin Neoplasms/metabolism , Skin Neoplasms/pathology , Tissue Array Analysis/methodsABSTRACT
The X-ray structure of bovine ribonuclease A cocrystallized with the dinucleotide deoxycytidylyl-3',5'-guanosine has been determined at 1.9 A resolution and refined by restrained least squares to R = 0.218 for 7807 reflections. The structure established that the recently observed retrobound mode of attachment of substrate analogues cytidylyl-2',5'-guanosine and deoxycytidylyl-3',5'-guanosine found in soaked RNase A crystals is also present in the cocrystallized complex. Retrobinding is thus unlikely to be the result of restrictions imposed by the crystalline environment as the ligands soak into the lattice but rather a phenomenon specific to small nucleotides containing guanine.