ABSTRACT
Though many individual transcription factors are known to regulate hematopoietic differentiation, major aspects of the global architecture of hematopoiesis remain unknown. Here, we profiled gene expression in 38 distinct purified populations of human hematopoietic cells and used probabilistic models of gene expression and analysis of cis-elements in gene promoters to decipher the general organization of their regulatory circuitry. We identified modules of highly coexpressed genes, some of which are restricted to a single lineage but most of which are expressed at variable levels across multiple lineages. We found densely interconnected cis-regulatory circuits and a large number of transcription factors that are differentially expressed across hematopoietic states. These findings suggest a more complex regulatory system for hematopoiesis than previously assumed.
Subject(s)
Gene Expression Regulation , Gene Regulatory Networks , Hematopoiesis , Transcription Factors/metabolism , Gene Expression Profiling , HumansABSTRACT
DNA-dependent protein kinase (DNA-PK) is part of the eukaryotic DNA double strand break repair pathway and as such is crucial for maintenance of genomic stability, as well as for V(D)J (variable-diversity-joining) recombination. The catalytic subunit of DNA-PK (DNA-PKcs) belongs to the phosphatidylinositol-3 (PI-3) kinase-like kinase (PIKK) superfamily and is comprised of approximately 4100 amino acids. We have used a novel repeat detection method to analyse this enormous protein and have identified two different types of helical repeat motifs in the N-terminal region of the sequence, as well as other previously unreported features in this repeat region. A comparison with the ATMs, ATRs, and TORs show that the features identified are likely to be conserved throughout the PIKK superfamily. Homology modelling of parts of the DNA-PKcs sequence has been undertaken and we have been able to fit the models to previously obtained electron microscopy data. This work provides an insight into the overall architecture of the DNA-PKcs protein and identifies regions of interest for further experimental studies.
Subject(s)
DNA-Binding Proteins/chemistry , DNA/chemistry , Protein Serine-Threonine Kinases/chemistry , Algorithms , Amino Acid Motifs , Animals , Catalytic Domain , DNA Damage , DNA Repair , DNA-Activated Protein Kinase , Databases as Topic , Electrons , Humans , Microscopy, Electron , Nuclear Proteins , Phosphatidylinositol 3-Kinases/chemistry , Protein Conformation , Protein Structure, Secondary , Protein Structure, Tertiary , Software , VDJ Recombinases/chemistryABSTRACT
Cellular life depends upon the preservation and transmission of genetic material. Double stranded DNA breaks (DSBs) cause catastrophic gene loss in cell division and must be promptly and accurately repaired. In eukaryotes DSBs may be repaired by either non-homologous end-joining (NHEJ), single strand annealing or homologous recombination (HR). Vertebrate NHEJ has been shown to depend upon the DNA-dependent protein kinase (DNA-PK) consisting of the phosphatidylinositol 3 (PI 3)-kinase like (PIKK) catalytic sub-unit (DNA-PKcs) and the DNA targeting factor Ku. Our analysis of recently completed genomes found several novel PIKKs in Anopheles gambiae and Drosophila melanogaster including a novel mosquito DNA-PKcs orthologue, the first non-vertebrate DNA-PKcs described to date. We also detected a DNA-PKcs fragment in the high quality EST set of Apis mellifera ligustica (honey bee) suggesting that DNA-PK is a far older and more important eukaryotic complex than previously thought.
