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1.
PLoS Genet ; 5(12): e1000754, 2009 Dec.
Article in English | MEDLINE | ID: mdl-19997623

ABSTRACT

Environmental exposures filtered through the genetic make-up of each individual alter the transcriptional repertoire in organs central to metabolic homeostasis, thereby affecting arterial lipid accumulation, inflammation, and the development of coronary artery disease (CAD). The primary aim of the Stockholm Atherosclerosis Gene Expression (STAGE) study was to determine whether there are functionally associated genes (rather than individual genes) important for CAD development. To this end, two-way clustering was used on 278 transcriptional profiles of liver, skeletal muscle, and visceral fat (n = 66/tissue) and atherosclerotic and unaffected arterial wall (n = 40/tissue) isolated from CAD patients during coronary artery bypass surgery. The first step, across all mRNA signals (n = 15,042/12,621 RefSeqs/genes) in each tissue, resulted in a total of 60 tissue clusters (n = 3958 genes). In the second step (performed within tissue clusters), one atherosclerotic lesion (n = 49/48) and one visceral fat (n = 59) cluster segregated the patients into two groups that differed in the extent of coronary stenosis (P = 0.008 and P = 0.00015). The associations of these clusters with coronary atherosclerosis were validated by analyzing carotid atherosclerosis expression profiles. Remarkably, in one cluster (n = 55/54) relating to carotid stenosis (P = 0.04), 27 genes in the two clusters relating to coronary stenosis were confirmed (n = 16/17, P<10(-27 and-30)). Genes in the transendothelial migration of leukocytes (TEML) pathway were overrepresented in all three clusters, referred to as the atherosclerosis module (A-module). In a second validation step, using three independent cohorts, the A-module was found to be genetically enriched with CAD risk by 1.8-fold (P<0.004). The transcription co-factor LIM domain binding 2 (LDB2) was identified as a potential high-hierarchy regulator of the A-module, a notion supported by subnetwork analysis, by cellular and lesion expression of LDB2, and by the expression of 13 TEML genes in Ldb2-deficient arterial wall. Thus, the A-module appears to be important for atherosclerosis development and, together with LDB2, merits further attention in CAD research.


Subject(s)
Cell Movement/genetics , Coronary Artery Disease/genetics , Endothelial Cells/pathology , Gene Expression Profiling , Gene Regulatory Networks/genetics , Leukocytes/pathology , Transcription Factors/metabolism , Aged , Animals , Atherosclerosis/genetics , Carotid Arteries/pathology , Cluster Analysis , Cohort Studies , Computational Biology , Endothelial Cells/metabolism , Female , Gene Expression Regulation , Genetic Predisposition to Disease , Humans , LIM Domain Proteins , Leukocytes/metabolism , Male , Mice , Organ Specificity/genetics , Reproducibility of Results , Sweden , Transcription Factors/genetics
2.
PLoS Comput Biol ; 4(3): e1000036, 2008 Mar 28.
Article in English | MEDLINE | ID: mdl-18369427

ABSTRACT

Synapses on dendritic spines of pyramidal neurons show a remarkable ability to induce phosphorylation of transcription factors at the nuclear level with a short latency, incompatible with a diffusion process from the dendritic spines to the nucleus. To account for these findings, we formulated a novel extension of the classical cable theory by considering the fact that the endoplasmic reticulum (ER) is an effective charge separator, forming an intrinsic compartment that extends from the spine to the nuclear membrane. We use realistic parameters to show that an electrotonic signal may be transmitted along the ER from the dendritic spines to the nucleus. We found that this type of signal transduction can additionally account for the remarkable ability of the cell nucleus to differentiate between depolarizing synaptic signals that originate from the dendritic spines and back-propagating action potentials. This study considers a novel computational role for dendritic spines, and sheds new light on how spines and ER may jointly create an additional level of processing within the single neuron.


Subject(s)
Action Potentials/physiology , Cell Nucleus/physiology , Dendritic Spines/physiology , Endoplasmic Reticulum/physiology , Intracellular Membranes/physiology , Models, Neurological , Neurons/physiology , Synaptic Transmission/physiology , Animals , Computer Simulation , Humans
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