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1.
Comput Biol Med ; 43(10): 1303-12, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24034720

ABSTRACT

In this paper, a new methodological scheme for the gridding of DNA microarrays is proposed. The scheme composes of a series of processes applied sequentially. Each DNA microarray image is pre-processed to remove any noise and the center of each spot is detected using a template matching algorithm. Then, an initial gridding is automatically placed on the DNA microarray image by 'building' rectangular pyramids around the detected spots' centers. The gridlines "move" between the pyramids, horizontally and vertically, forming this initial grid. Furthermore, a refinement process is applied composing of a five-step approach in order to correct gridding imperfections caused by its initial placement, both in non-spot cases and in more than one spot enclosure cases. The proposed gridding scheme is applied on DNA microarray images under known transformations and on real-world DNA data. Its performance is compared against the projection pursuit method, which is often used due to its speed and simplicity, as well as against a state-of-the-art method, the Optimal Multi-level Thresholding Gridding (OMTG). According to the obtained results, the proposed gridding scheme outperforms both methods, qualitatively and quantitatively.


Subject(s)
Computational Biology/methods , DNA/chemistry , Image Processing, Computer-Assisted/methods , Oligonucleotide Array Sequence Analysis/methods , Algorithms , DNA/genetics , Databases, Genetic
2.
Neuron ; 72(2): 269-84, 2011 Oct 20.
Article in English | MEDLINE | ID: mdl-22017987

ABSTRACT

Neurons in the mammalian neocortex arise from asymmetric divisions of progenitors residing in the ventricular zone. While in most progenitor divisions, the mitotic spindle is parallel to the ventricular surface, some progenitors reorient the spindle and divide in oblique orientations. Here, we use conditional deletion and overexpression of mouse Inscuteable (mInsc) to analyze the relevance of spindle reorientation in cortical progenitors. Mutating mInsc almost abolishes oblique and vertical mitotic spindles, while mInsc overexpression has the opposite effect. Our data suggest that oblique divisions are essential for generating the correct numbers of neurons in all cortical layers. Using clonal analysis, we demonstrate that spindle orientation affects the rate of indirect neurogenesis, a process where progenitors give rise to basal progenitors, which in turn divide symmetrically into two differentiating neurons. Our results indicate that the orientation of progenitor cell divisions is important for correct lineage specification in the developing mammalian brain.


Subject(s)
Cell Cycle Proteins/metabolism , Cell Lineage/physiology , Cell Polarity/physiology , Neocortex/growth & development , Neurogenesis/physiology , Neurons/metabolism , Spindle Apparatus/metabolism , Alleles , Animals , Cell Cycle Proteins/genetics , Mice , Mice, Transgenic , Mutation , Neocortex/metabolism , Neural Stem Cells/metabolism , Spindle Apparatus/genetics
3.
J Biol Chem ; 283(14): 9276-88, 2008 Apr 04.
Article in English | MEDLINE | ID: mdl-18218631

ABSTRACT

The A(2A)-adenosine receptor is a prototypical G(s) protein-coupled receptor but stimulates MAPK/ERK in a G(s)-independent way. The A(2A) receptor has long been known to undergo restricted collision coupling with G(s); the mechanistic basis for this mode of coupling has remained elusive. Here we visualized agonist-induced changes in mobility of the yellow fluorescent protein-tagged receptor by fluorescence recovery after photobleaching microscopy. Stimulation with a specific A(2A) receptor agonist did not affect receptor mobility. In contrast, stimulation with dopamine decreased the mobility of the D(2) receptor. When coexpressed in the same cell, the A(2A) receptor precluded the agonist-induced change in D(2) receptor mobility. Thus, the A(2A) receptor did not only undergo restricted collision coupling, but it also restricted the mobility of the D(2) receptor. Restricted mobility was not due to tethering to the actin cytoskeleton but was, in part, related to the cholesterol content of the membrane. Depletion of cholesterol increased receptor mobility but blunted activation of adenylyl cyclase, which was accounted for by impaired formation of the ternary complex of agonist, receptor, and G protein. These observations support the conclusion that the A(2A) receptor engages G(s) and thus signals to adenylyl cyclase in cholesterol-rich domains of the membrane. In contrast, stimulation of MAPK by the A(2A) receptor was not impaired. These findings are consistent with a model where the recruitment of these two pathways occurs in physically segregated membrane microdomains. Thus, the A(2A) receptor is the first example of a G protein-coupled receptor documented to select signaling pathways in a manner dependent on the lipid microenvironment of the membrane.


Subject(s)
Cell Membrane/metabolism , GTP-Binding Protein alpha Subunits, Gs/metabolism , MAP Kinase Signaling System/physiology , Receptor, Adenosine A2A/metabolism , Adenosine A2 Receptor Agonists , Adenylyl Cyclases/metabolism , Animals , Cholesterol/metabolism , Humans , Mitogen-Activated Protein Kinase Kinases/metabolism , PC12 Cells , Photobleaching , Protein Transport/physiology , Rats , Receptors, Dopamine D2/metabolism
4.
Neuron ; 48(4): 539-45, 2005 Nov 23.
Article in English | MEDLINE | ID: mdl-16301171

ABSTRACT

During mammalian neurogenesis, progenitor cells can divide with the mitotic spindle oriented parallel or perpendicular to the surface of the neuroepithelium. Perpendicular divisions are more likely to be asymmetric and generate one progenitor and one neuronal precursor. Whether the orientation of the mitotic spindle actually determines their asymmetric outcome is unclear. Here, we characterize a mammalian homolog of Inscuteable (mInsc), a key regulator of spindle orientation in Drosophila. mInsc is expressed temporally and spatially in a manner that suggests a role in orienting the mitotic spindle in the developing nervous system. Using retroviral RNAi in rat retinal explants, we show that downregulation of mInsc inhibits vertical divisions. This results in enhanced proliferation, consistent with a higher frequency of symmetric divisions generating two proliferating cells. Our results suggest that the orientation of neural progenitor divisions is important for cell fate specification in the retina and determines their symmetric or asymmetric outcome.


Subject(s)
Cytoskeletal Proteins/physiology , Drosophila Proteins/physiology , Neuropeptides/physiology , Retina/embryology , Retina/growth & development , Spindle Apparatus/physiology , Animals , Animals, Newborn , COS Cells , Cell Differentiation/physiology , Cell Proliferation , Chlorocebus aethiops , Cytoskeletal Proteins/genetics , Drosophila Proteins/genetics , Embryonic Development/physiology , Evolution, Molecular , Mice , NIH 3T3 Cells , Neurons/cytology , Neuropeptides/genetics , Photoreceptor Cells/cytology , RNA Interference , Rats , Rats, Sprague-Dawley , Retina/cytology , Stem Cells/cytology
5.
J Biol Chem ; 280(36): 31898-905, 2005 Sep 09.
Article in English | MEDLINE | ID: mdl-16027149

ABSTRACT

The A2A adenosine receptor is a prototypical G(s)-coupled receptor, but it also signals, e.g. to mitogen-activated protein (MAP) kinase, via a pathway that is independent of heterotrimeric G proteins. Truncation of the carboxyl terminus affects the strength of the signal through these alternative pathways. In a yeast two-hybrid interaction hunt, we screened a human brain library for proteins that bound to the juxtamembrane portion of the carboxyl terminus of the A2A receptor. This approach identified ARNO/cytohesin-2, a nucleotide exchange factor for the small (monomeric) G proteins of the Arf (ADP-ribosylation factor) family, as a potential interaction partner. We confirmed a direct interaction by mutual pull down (of fusion proteins expressed in bacteria) and by immunoprecipitation of the proteins expressed in mammalian cells. To circumvent the long term toxicity associated with overexpression of ARNO/cytohesin-2, we created stable cell lines that stably expressed the A2A receptor and where ARNO/cytohesin-2 or the dominant negative version E156K-ARNO/cytohesin-2 was inducible by mifepristone. Cyclic AMP accumulation induced by an A2A-specific agonist was neither altered by ARNO/cytohesin-2 nor by the dominant negative version. This was also true for agonist-induced desensitization. In contrast, expression of dominant negative E156K-ARNO/cytohesin-2 and of dominant negative T27N-Arf6 abrogated the sustained phase of MAP kinase stimulation induced by the A2A receptor. We therefore conclude that ARNO/cytohesin-2 is required to support the alternative, heterotrimeric G protein-independent, signaling pathway of A2A receptor, which is stimulation of MAP kinase.


Subject(s)
Extracellular Signal-Regulated MAP Kinases/metabolism , GTPase-Activating Proteins/physiology , Receptor, Adenosine A2A/metabolism , Signal Transduction/physiology , Brain/metabolism , Cell Line , Cyclic AMP/metabolism , Extracellular Signal-Regulated MAP Kinases/physiology , GTP-Binding Proteins/physiology , Gene Library , Humans , Protein Binding , Two-Hybrid System Techniques
6.
EMBO J ; 22(15): 3887-97, 2003 Aug 01.
Article in English | MEDLINE | ID: mdl-12881423

ABSTRACT

The developmental potential of hematopoietic progenitors is restricted early on to either the erythromyeloid or lymphoid lineages. The broad developmental potential of Pax5(-/-) pro-B cells is in apparent conflict with such a strict separation, although these progenitors realize the myeloid and erythroid potential with lower efficiency compared to the lymphoid cell fates. Here we demonstrate that ectopic expression of the transcription factors C/EBPalpha, GATA1, GATA2 and GATA3 strongly promoted in vitro macrophage differentiation and myeloid colony formation of Pax5(-/-) pro-B cells. GATA2 and GATA3 expression also resulted in efficient engraftment and myeloid development of Pax5(-/-) pro-B cells in vivo. The myeloid transdifferentiation of Pax5(-/-) pro-B cells was accompanied by the rapid activation of myeloid genes and concomitant repression of B-lymphoid genes by C/EBPalpha and GATA factors. These data identify the Pax5(-/-) pro-B cells as lymphoid progenitors with a latent myeloid potential that can be efficiently activated by myeloid transcription factors. The same regulators were unable to induce a myeloid lineage switch in Pax5(+/+) pro-B cells, indicating that Pax5 dominates over myeloid transcription factors in B-lymphocytes.


Subject(s)
B-Lymphocytes/immunology , CCAAT-Enhancer-Binding Protein-alpha/physiology , DNA-Binding Proteins/physiology , Mutation , Transcription Factors/physiology , Animals , Cell Lineage , DNA-Binding Proteins/genetics , Gene Expression Regulation , Mice , Mice, Mutant Strains , PAX5 Transcription Factor , Transcription Factors/genetics
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