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1.
J Cell Sci ; 135(6)2022 03 15.
Article in English | MEDLINE | ID: mdl-35237814

ABSTRACT

Osp94 (also known as HSPA4L or HSPH3), a member of the Hsp110/Sse1 family of heat-shock proteins, has a longer C-terminus than found in Hsc70/Hsp70 family proteins, composed of the loop region with a partial substrate-binding domain (SBD) ß (L), and the SBDα and the C-terminal extension (H), but the functions of these domains are poorly understood. Here, we found that Osp94 suppressed heat-induced aggregation of luciferase (Luc). Osp94-bound heat-inactivated Luc was reactivated in the presence of rabbit reticulocyte lysate (RRL) and/or a combination of Hsc70 and Hsp40 (also known as HSPA8 and DNAJB1, respectively). Targeted deletion mutagenesis revealed that the SBDß and H domains of Osp94 are critical for protein disaggregation and RRL-mediated refolding. Reactivation of Hsp90-bound heat-inactivated Luc was abolished in the absence of RRL but compensated for by PA28α (also known as PSME1), a proteasome activator. Interestingly, the LH domain also reactivated heat-inactivated Luc, independently of PA28α. Biotin-tag cross-linking experiments indicated that the LH domain and PA28α interact with Luc bound by Hsp90 during refolding. A chimeric protein in which the H domain was exchanged for PA28α also mediated disaggregation and reactivation of heat-inactivated Luc. These results indicate that Osp94 acts as a holdase, and that the C-terminal region plays a PA28α-like role in the refolding of unfolded proteins.


Subject(s)
HSP40 Heat-Shock Proteins , HSP70 Heat-Shock Proteins , Animals , Family , HSC70 Heat-Shock Proteins/metabolism , HSP40 Heat-Shock Proteins/genetics , HSP40 Heat-Shock Proteins/metabolism , HSP70 Heat-Shock Proteins/genetics , HSP70 Heat-Shock Proteins/metabolism , Heat-Shock Proteins/metabolism , Protein Refolding , Rabbits
2.
PLoS One ; 5(5): e10612, 2010 May 13.
Article in English | MEDLINE | ID: mdl-20485525

ABSTRACT

The current paradigm for elucidating the molecular etiology of cancers relies on the interrogation of small numbers of genes, which limits the scope of investigation. Emerging second-generation massively parallel DNA sequencing technologies have enabled more precise definition of the cancer genome on a global scale. We examined the genome of a human primary malignant pleural mesothelioma (MPM) tumor and matched normal tissue by using a combination of sequencing-by-synthesis and pyrosequencing methodologies to a 9.6X depth of coverage. Read density analysis uncovered significant aneuploidy and numerous rearrangements. Method-dependent informatics rules, which combined the results of different sequencing platforms, were developed to identify and validate candidate mutations of multiple types. Many more tumor-specific rearrangements than point mutations were uncovered at this depth of sequencing, resulting in novel, large-scale, inter- and intra-chromosomal deletions, inversions, and translocations. Nearly all candidate point mutations appeared to be previously unknown SNPs. Thirty tumor-specific fusions/translocations were independently validated with PCR and Sanger sequencing. Of these, 15 represented disrupted gene-encoding regions, including kinases, transcription factors, and growth factors. One large deletion in DPP10 resulted in altered transcription and expression of DPP10 transcripts in a set of 53 additional MPM tumors correlated with survival. Additionally, three point mutations were observed in the coding regions of NKX6-2, a transcription regulator, and NFRKB, a DNA-binding protein involved in modulating NFKB1. Several regions containing genes such as PCBD2 and DHFR, which are involved in growth factor signaling and nucleotide synthesis, respectively, were selectively amplified in the tumor. Second-generation sequencing uncovered all types of mutations in this MPM tumor, with DNA rearrangements representing the dominant type.


Subject(s)
Genome, Human/genetics , Mesothelioma/genetics , Pleural Neoplasms/genetics , Sequence Analysis, DNA/methods , Chromosome Aberrations , Chromosome Mapping , Chromosomes, Human, Pair 21/genetics , DNA, Neoplasm/genetics , Gene Expression Regulation, Neoplastic , Gene Rearrangement/genetics , Genes, Neoplasm/genetics , Humans , INDEL Mutation/genetics , Karyotyping , Point Mutation/genetics , Polymorphism, Single Nucleotide/genetics , Reference Standards , Reproducibility of Results
3.
J Am Soc Nephrol ; 19(2): 217-24, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18235102

ABSTRACT

Oxidative stress-induced cell death plays a major role in the progression of ischemic acute renal failure. Using microarrays, we sought to identify a stress-induced gene that may be a therapeutic candidate. Human proximal tubule (HK2) cells were treated with hydrogen peroxide (H2O2) and RNA was applied to an Affymetrix gene chip. Five genes were markedly induced in a parallel time-dependent manner by cluster analysis, including activating transcription factor 3 (ATF3), p21(WAF1/CiP1) (p21), CHOP/GADD153, dual-specificity protein phosphatase, and heme oxygenase-1. H2O2 rapidly induced ATF3 approximately 12-fold in HK2 cells and approximately 6.5-fold in a mouse model of renal ischemia-reperfusion injury. Adenovirus-mediated expression of ATF3 protected HK2 cells against H2O2-induced cell death, and this was associated with a decrease of p53 mRNA and an increase of p21 mRNA. Moreover, when ATF3 was overexpressed in mice via adenovirus-mediated gene transfer, ischemia-reperfusion injury was reduced. In conclusion, ATF3 plays a protective role in renal ischemia-reperfusion injury and the mechanism of the protection may involve suppression of p53 and induction of p21.


Subject(s)
Activating Transcription Factor 3/genetics , Acute Kidney Injury/physiopathology , Reperfusion Injury/physiopathology , Activating Transcription Factor 3/metabolism , Acute Kidney Injury/metabolism , Acute Kidney Injury/pathology , Adenoviridae/genetics , Animals , Cell Death/drug effects , Cell Death/physiology , Cell Line , Creatinine/blood , Gene Transfer Techniques , Humans , Hydrogen Peroxide/pharmacology , Mice , Mice, Inbred C57BL , Mice, Transgenic , Oligonucleotide Array Sequence Analysis , Oxidants/pharmacology , Oxidative Stress/drug effects , Oxidative Stress/physiology , Reperfusion Injury/metabolism , Reperfusion Injury/pathology , Up-Regulation/drug effects , Up-Regulation/physiology
4.
Proc Natl Acad Sci U S A ; 105(9): 3521-6, 2008 Mar 04.
Article in English | MEDLINE | ID: mdl-18303113

ABSTRACT

Cancers arise by the gradual accumulation of mutations in multiple genes. We now use shotgun pyrosequencing to characterize RNA mutations and expression levels unique to malignant pleural mesotheliomas (MPMs) and not present in control tissues. On average, 266 Mb of cDNA were sequenced from each of four MPMs, from a control pulmonary adenocarcinoma (ADCA), and from normal lung tissue. Previously observed differences in MPM RNA expression levels were confirmed. Point mutations were identified by using criteria that require the presence of the mutation in at least four reads and in both cDNA strands and the absence of the mutation from sequence databases, normal adjacent tissues, and other controls. In the four MPMs, 15 nonsynonymous mutations were discovered: 7 were point mutations, 3 were deletions, 4 were exclusively expressed as a consequence of imputed epigenetic silencing, and 1 was putatively expressed as a consequence of RNA editing. Notably, each MPM had a different mutation profile, and no mutated gene was previously implicated in MPM. Of the seven point mutations, three were observed in at least one tumor from 49 other MPM patients. The mutations were in genes that could be causally related to cancer and included XRCC6, PDZK1IP1, ACTR1A, and AVEN.


Subject(s)
Gene Expression Regulation, Neoplastic , Mesothelioma/genetics , Mutation , Neoplasm Proteins/genetics , Pleural Neoplasms/genetics , Activin Receptors, Type I/genetics , Adaptor Proteins, Signal Transducing/genetics , Antigens, Nuclear/genetics , Apoptosis Regulatory Proteins/genetics , DNA-Binding Proteins/genetics , Gene Expression Profiling , Gene Silencing , Humans , Ku Autoantigen , Membrane Proteins/genetics , Point Mutation , RNA Editing , RNA, Neoplasm , Sequence Deletion
5.
J Pharmacol Exp Ther ; 324(1): 376-82, 2008 Jan.
Article in English | MEDLINE | ID: mdl-17959749

ABSTRACT

Although the properties and functions of GABA(A) receptors in the mammalian central nervous system have been well studied, the presence and significance of GABA(A) receptors in non-neural tissues are less clear. The goal of this study was to examine the expression of GABA(A) receptor alpha(1), alpha(2), alpha(4), alpha(5), beta(1), gamma(1), gamma(2), and delta subunits in the kidney and to determine whether these subunits coassemble to form an active renal epithelial cell GABA(A) receptor. Using reverse transcriptase products from RNA isolated from rat and rabbit kidney cortex and brain or cerebellum through polymerase chain reaction (PCR) and sequencing of the PCR products, we revealed that rat kidney cortex contained the alpha(1), alpha(5), beta(1), gamma(1), and gamma(2) subunits and that they were similar to the neuronal subunits. Sequencing of the PCR products revealed that the rabbit kidney cortex contained the alpha(1) and gamma(2) subunits and that they were similar to their neuronal counterparts. Immunoprecipitation and immunoblot studies using GABA(A) receptor subunit-specific antibodies and detergent-solubilized rat kidney cortex membranes identified a GABA(A) receptor complex containing alpha(5), beta(1), and gamma(1). Isolated rat renal proximal tubular cells exhibited GABA-mediated, picrotoxin-sensitive (36)Cl(-) uptake. These studies demonstrate the presence of numerous GABA(A) receptor subunits in the kidneys of two species, the assembly of the subunits into at least one novel receptor complex, and an active GABA(A) receptor in renal proximal tubular cells.


Subject(s)
Kidney Cortex/metabolism , Kidney Tubules, Proximal/metabolism , Protein Subunits/metabolism , Receptors, GABA-A/metabolism , Animals , Brain/metabolism , Cerebellum/metabolism , Female , GABA Agonists/pharmacology , GABA-A Receptor Agonists , Kidney Tubules, Proximal/cytology , Male , Muscimol/pharmacology , Protein Subunits/agonists , Protein Subunits/chemistry , Rabbits , Rats , Rats, Sprague-Dawley , Receptors, GABA-A/chemistry
6.
Proc Natl Acad Sci U S A ; 104(3): 955-60, 2007 Jan 16.
Article in English | MEDLINE | ID: mdl-17215369

ABSTRACT

Parkinson's disease (PD) progresses relentlessly and affects five million people worldwide. Laboratory tests for PD are critically needed for developing treatments designed to slow or prevent progression of the disease. We performed a transcriptome-wide scan in 105 individuals to interrogate the molecular processes perturbed in cellular blood of patients with early-stage PD. The molecular multigene marker here identified is associated with risk of PD in 66 samples of the training set comprising healthy and disease controls [third tertile cross-validated odds ratio of 5.7 (P for trend 0.005)]. It is further validated in 39 independent test samples [third tertile odds ratio of 5.1 (P for trend 0.04)]. Insights into disease-linked processes detectable in peripheral blood are offered by 22 unique genes differentially expressed in patients with PD versus healthy individuals. These include the co-chaperone ST13, which stabilizes heat-shock protein 70, a modifier of alpha-synuclein misfolding and toxicity. ST13 messenger RNA copies are lower in patients with PD (mean +/- SE 0.59 +/- 0.05) than in controls (0.96 +/- 0.09) (P = 0.002) in two independent populations. Thus, gene expression signals measured in blood can facilitate the development of biomarkers for PD.


Subject(s)
Gene Expression , Parkinson Disease/blood , Parkinson Disease/genetics , Biomarkers/blood , Gene Expression Profiling , HSP70 Heat-Shock Proteins/genetics , Humans , Parkinson Disease/diagnosis , Risk Factors , Time Factors
7.
Biochemistry ; 45(46): 13794-806, 2006 Nov 21.
Article in English | MEDLINE | ID: mdl-17105198

ABSTRACT

Specificity and temporal control of transcriptional machinery are encoded within sequence-specific transcription factors, of which there are thousands in mammalian genomes. Efforts to completely decipher this code will require an understanding of the DNA binding thermodynamic and kinetic properties displayed by each transcription factor, a daunting task given the current methodologies for measuring these interactions. Here, we present a novel methodology to quantify the binding of proteins to target DNA molecules based on single-molecule detection and real-time counting of individual free and bound fluorescently tagged molecules flowing past a detection device. Using this technology, we measured DNA binding by fluorescently tagged domains of four distinct transcription factors, namely, human early growth response protein Egr-1, vertebrate GATA-1, Drosophila GAGA factor, and lambda bacteriophage Cro repressor. These proteins represent different structural classes (zinc-finger and helix-turn-helix), quaternary states (monomeric and dimeric), and relative affinities (high, intermediate, and low). Specific binding of each protein to its cognate DNA target was demonstrated at low picomolar concentrations. The equilibrium (Kd) and kinetic (kon and koff) constants governing DNA binding by one of these transcription factors, that of Egr-1, were measured using this approach. Kd values obtained from three different types of saturation titrations were reproducible and consistent, yielding values between 10 and 14 pM that, along with the kinetic constants, agree closely with literature values. Because this methodology offers several significant advantages over other existing approaches, namely, real-time determination, requirement for small amounts of reagents, high reproducibility, exquisite sensitivity, and amenability to high-throughput analysis, it is suitable for characterizing DNA-binding proteins as well as other interacting pairs of molecules that can be fluorescently tagged.


Subject(s)
DNA-Binding Proteins/metabolism , DNA/metabolism , Transcription Factors/metabolism , Animals , Base Sequence , DNA Primers , Electrophoresis, Polyacrylamide Gel , Fluorescent Dyes , Kinetics , Protein Binding , Spectrometry, Fluorescence
9.
Lab Chip ; 6(9): 1187-99, 2006 Sep.
Article in English | MEDLINE | ID: mdl-16929398

ABSTRACT

High-throughput stretching and monitoring of single DNA molecules in continuous elongational flow offers compelling advantages for biotechnology applications such as DNA mapping. However, the polymer dynamics in common microfluidic implementations are typically complicated by shear interactions. These effects were investigated by observation of fluorescently labeled 185 kb bacterial artificial chromosomes in sudden mixed shear and elongational microflows generated in funneled microfluidic channels. The extension of individual free DNA molecules was studied as a function of accumulated fluid strain and strain rate. Under constant or gradually changing strain rate conditions, stretching by the sudden elongational component proceeded as previously described for an ideal elongational flow (T. T. Perkins, D. E. Smith and S. Chu, Science, 1997, 276, 2016): first, increased accumulated fluid strain and increased strain rate produced higher stretching efficiencies, despite the complications of shear interactions; and second, the results were consistent with unstretched molecules predominantly in hairpin conformations. More abrupt strain rate profiles did not deliver a uniform population of highly extended molecules, highlighting the importance of balance between shear and elongational components in the microfluidic environment for DNA stretching applications. DNA sizing with up to 10% resolution was demonstrated. Overall, the device delivered 1000 stretched DNA molecules per minute in a method compatible with diffraction-limited optical sequence motif mapping and without requiring laborious chemical modifications of the DNA or the chip surface. Thus, the method is especially well suited for genetic characterization of DNA mixtures such as in pathogen fingerprinting amidst high levels of background DNA.


Subject(s)
DNA, Viral/chemistry , Nucleic Acid Conformation , Bacteriophage lambda/genetics , Benzoxazoles/chemistry , Chromosomes, Artificial, Bacterial/chemistry , DNA Probes/chemistry , Fluorescence , Microfluidics/instrumentation , Microfluidics/methods , Microscopy, Confocal
10.
Neurobiol Dis ; 21(2): 256-75, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16198584

ABSTRACT

Apolipoprotein E4 (APOE4) allele is a major risk factor for late-onset familial and sporadic Alzheimer disease (AD). The mechanism of action of APOE in the etiology of AD remains unclear. Using gene expression (microarray) analysis of human hippocampus from APOE3/3 AD and APOE4/4 AD cases, we found different gene transcription patterns between APOE4/4 and APOE3/3 AD cases. The expression of APOE4/4 alleles, in comparison to APOE3/3, is associated with upregulation of multiple gene transcripts encoding cell growth suppresser or arrest, signal transduction, myelinogenesis, cell adhesion and migration, heavy metal metabolism and detoxification. Whereas the APOE4 gene expression is associated with downregulation of gene transcripts involved in mitochondrial oxidative phosphorylation and energy metabolism, synaptic vesicle docking and fusing, and synaptic plasticity compared to APOE3. These mechanisms may contribute increased risk for AD and for cognitive dysfunction in AD patients who carry the APOE4 allele(s).


Subject(s)
Alzheimer Disease/genetics , Apolipoproteins E/genetics , Gene Expression , Hippocampus/pathology , Aged , Aged, 80 and over , Alleles , Alzheimer Disease/pathology , Female , Genotype , Humans , In Situ Hybridization , Male , Oligonucleotide Array Sequence Analysis , Risk Factors , Software , Transcription, Genetic
11.
Nucleic Acids Res ; 33(18): 5829-37, 2005.
Article in English | MEDLINE | ID: mdl-16243782

ABSTRACT

Herein we describe the first application of direct linear analysis (DLA) to the mapping of a bacterial artificial chromosome (BAC), specifically the 185.1 kb-long BAC 12M9. DLA is a single molecule mapping technology, based on microfluidic elongation and interrogation of individual DNA molecules, sequence-specifically tagged with bisPNAs. A DNA map with S/N ratio sufficiently high to detect all major binding sites was obtained using only 200 molecule traces. A new method was developed to extract an oriented map from an averaged map that included a mixture of head-first and tail-first DNA traces. In addition, we applied DLA to study the conformation and tagging of highly stretched DNA. Optimal conditions for promoting sequence-specific binding of bisPNA to an 8 bp target site were elucidated using DLA, which proved superior to electromobility shift assays. DLA was highly reproducible with a hybridized tag position localized with an accuracy of +/-0.7 microm or +/-2.1 kb demonstrating its utility for rapid mapping of large DNA at the single molecule level. Within this accuracy, DNA molecules, stretched to at least 85% of their contour length, were stretched uniformly, so that the map expressed in relative coordinates, was the same regardless of the molecule extension.


Subject(s)
Chromosome Mapping/methods , Chromosomes, Artificial, Bacterial , DNA/chemistry , Genomics/methods , Fluorescent Dyes , Humans , Microfluidic Analytical Techniques , Nucleic Acid Conformation , Reproducibility of Results , Sequence Tagged Sites
12.
Circulation ; 112(9): 1301-8, 2005 Aug 30.
Article in English | MEDLINE | ID: mdl-16116051

ABSTRACT

BACKGROUND: Mammalian tissues contain a presumed endogenous Na+, K(+)-ATPase inhibitor that binds reversibly to the Na+ pump with high affinity and specificity. The inhibitor has been linked to the pathogenesis of experimental volume-expanded and human essential hypertension. This compound has been isolated from mammalian hypothalamus and appears to be an isomer of the plant-derived cardiac glycoside ouabain, if not ouabain itself. The objective of this study was to test the hypothesis that a biosynthetic pathway exists in mammalian tissues to produce a steroid derivative closely related to plant cardiac glycosides. METHODS AND RESULTS: Using bioinformatics and genomic techniques, Milan hypertensive rat tissues were studied because this strain has a 10-fold increase in hypothalamic ouabain-like compound that is linked to the pathogenesis of the hypertension. A putative steroid biosynthetic pathway was constructed and candidate genes encoding enzymes in this pathway were identified from sequence databases. Differential expression of selected genes in the pathway was studied by microarray analysis and quantitative polymerase chain reaction, with functional validation by gene silencing using small interfering RNAs. Marked upregulation of genes coding for P450 side chain cleavage and Delta5-3beta-hydroxysteroid dehydrogenase/Delta5-Delta4- isomerase enzymes in hypertensive hypothalamus but not adrenal was found, compared with normotensive Milan rats. Knockdown of the latter gene decreased production of ouabain-like factor from neural tissue. CONCLUSIONS: Our findings support the possibility that a unique steroid biosynthetic circuit exists in Milan rat brain, functioning independently from adrenal, which could account for the overproduction of the hypothalamic ouabain-like compound in this species.


Subject(s)
Adrenal Glands/metabolism , Cholesterol Side-Chain Cleavage Enzyme/genetics , Hypertension/metabolism , Hypothalamus/metabolism , Multienzyme Complexes/genetics , Ouabain/metabolism , Progesterone Reductase/genetics , Sodium-Potassium-Exchanging ATPase/antagonists & inhibitors , Steroid Isomerases/genetics , Animals , Oligonucleotide Array Sequence Analysis , PC12 Cells , Polymerase Chain Reaction , RNA Interference , RNA, Messenger/analysis , Rats
13.
Arch Neurol ; 62(6): 917-21, 2005 Jun.
Article in English | MEDLINE | ID: mdl-15956162

ABSTRACT

BACKGROUND: Parkinson disease (PD) is characterized by loss of dopaminergic neurons in the substantia nigra. Genes contributing to rare mendelian forms of PD have been identified, but the genes involved in the more common idiopathic PD are not well understood. OBJECTIVES: To identify genes important to PD pathogenesis using microarrays and to investigate their potential to aid in diagnosing parkinsonism. DESIGN: Microarray expression analysis of postmortem substantia nigra tissue. PATIENTS: Substantia nigra samples from 14 unrelated individuals were analyzed, including 6 with PD, 2 with progressive supranuclear palsy, 1 with frontotemporal dementia with parkinsonism, and 5 control subjects. MAIN OUTCOME MEASURES: Identification of genes significantly differentially expressed (P<.05) using Affymetrix U133A microarrays. RESULTS: There were 142 genes that were significantly differentially expressed between PD cases and controls and 96 genes that were significantly differentially expressed between the combined progressive supranuclear palsy and frontotemporal dementia with parkinsonism cases and controls. The 12 genes common to all 3 disorders may be related to secondary effects. Hierarchical cluster analysis after exclusion of these 12 genes differentiated 4 of the 6 PD cases from progressive supranuclear palsy and frontotemporal dementia with parkinsonism. CONCLUSIONS: Four main molecular pathways are altered in PD substantia nigra: chaperones, ubiquitination, vesicle trafficking, and nuclear-encoded mitochondrial genes. These results correlate well with expression analyses performed in several PD animal models. Expression analyses have promising potential to aid in postmortem diagnostic evaluation of parkinsonism.


Subject(s)
Dementia/genetics , Gene Expression Profiling/methods , Oligonucleotide Array Sequence Analysis/methods , Parkinson Disease/genetics , Substantia Nigra/metabolism , Substantia Nigra/pathology , Supranuclear Palsy, Progressive/genetics , Aged , Aged, 80 and over , Cluster Analysis , Dementia/pathology , Female , Humans , Male , Middle Aged , Parkinson Disease/pathology , Supranuclear Palsy, Progressive/pathology
15.
Biochem Biophys Res Commun ; 322(1): 250-7, 2004 Sep 10.
Article in English | MEDLINE | ID: mdl-15313198

ABSTRACT

To distinguish biological molecular processes of osmotic stress occurring in inner medulla, we utilized microarrays to monitor expression profiles. RNAs from three segments (cortex, outer medulla, and inner medulla) of mouse kidney were isolated and applied to microarrays. We found 35 genes expressed highly in inner medulla. Next, microarrays for the RNAs from mouse medullary collecting duct cell line (mIMCD) cells and osmotically adapted mIMCD cells (HT cells) were performed (designed as resistant to 1270mOsm/H(2)O). Of 35 genes highly expressed in inner medulla, 6 genes such as; B-cell translocation gene protein (BTG), myc-basic motif homologue, gelsolin, cell surface glycoprotein, laminin beta2, and tubulo-interstitial nephritis antigen, were also expressed highly in HT cells. Using real-time PCR, we confirmed the expression of six genes. Additionally acute osmotic stress induced the BTG. By comparing the inner medulla to a mIMCD3, we identified genes which respond to acute and chronic hyperosmotic stress.


Subject(s)
Gene Expression Profiling/methods , Gene Expression Regulation/physiology , Kidney Cortex/metabolism , Kidney Medulla/metabolism , Oligonucleotide Array Sequence Analysis/methods , Transcription Factors/metabolism , Water-Electrolyte Balance/physiology , Adaptation, Physiological/physiology , Animals , Cell Line , Kidney/metabolism , Male , Mice , Mice, Inbred C57BL , Osmotic Pressure , Tissue Distribution
16.
Bioinformatics ; 20(18): 3431-41, 2004 Dec 12.
Article in English | MEDLINE | ID: mdl-15256402

ABSTRACT

MOTIVATION: DNA microarrays have revolutionized biological research, but their reliability and accuracy have not been extensively evaluated. Thorough testing of microarrays through comparison to dissimilar gene expression methods is necessary in order to determine their accuracy. RESULTS: We have systematically compared three global gene expression methods on all available histologically normal samples from five human organ types. The data included 25 Affymetrix high-density oligonucleotide array experiments, 23 expressed sequence tag based expression (EBE) experiments and 5 SAGE experiments. The reported gene-by-gene expression patterns showed a wide range of correlations between pairs of methods. This level of agreement was sufficient for accurate clustering of datasets from the same tissue and dissimilar methods, but highlights the need for thorough validation of individual gene expression measurements by alternate, non-global methods. Furthermore, analyses of mRNA abundance distributions indicate limitations in the EBE and SAGE methods at both high- and low-expression levels.


Subject(s)
Algorithms , Expressed Sequence Tags , Models, Genetic , Oligonucleotide Array Sequence Analysis/methods , Sequence Alignment/methods , Sequence Analysis, DNA/methods , Benchmarking , Genetic Variation , Models, Statistical , Reproducibility of Results , Sensitivity and Specificity , Technology Assessment, Biomedical
17.
Genome Res ; 14(6): 1137-46, 2004 Jun.
Article in English | MEDLINE | ID: mdl-15173119

ABSTRACT

We have developed a rapid molecular mapping technology--Direct Linear Analysis (DLA)--on the basis of the analysis of individual DNA molecules bound with sequence-specific fluorescent tags. The apparatus includes a microfluidic device for stretching DNA molecules in elongational flow that is coupled to a multicolor detection system capable of single-fluorophore sensitivity. Double-stranded DNA molecules were tagged at sequence-specific motif sites with fluorescent bisPNA (Peptide Nucleic Acid) tags. The DNA molecules were then stretched in the microfluidic device and driven in a flow stream past confocal fluorescence detectors. DLA provided the spatial locations of multiple specific sequence motifs along individual DNA molecules, and thousands of individual molecules could be analyzed per minute. We validated this technology using the 48.5 kb lambda phage genome with different 8-base and 7-base sequence motif tags. The distance between the sequence motifs was determined with an accuracy of +/-0.8 kb, and these tags could be localized on the DNA with an accuracy of +/-2 kb. Thus, DLA is a rapid mapping technology, suitable for analysis of long DNA molecules.


Subject(s)
Chromosome Mapping/methods , DNA/genetics , Microfluidics/methods , Bacteriophage lambda/genetics , Base Composition/genetics , Base Pairing/genetics , Base Sequence/genetics , DNA/chemistry , DNA Probes/analysis , DNA Probes/genetics , DNA, Viral/genetics , Fluorescent Dyes/analysis , Microfluidics/instrumentation , Microscopy, Fluorescence , Nucleic Acid Hybridization/methods , Peptide Nucleic Acids/analysis , Peptide Nucleic Acids/genetics , Solutions
18.
Biochem J ; 380(Pt 3): 783-94, 2004 Jun 15.
Article in English | MEDLINE | ID: mdl-15018608

ABSTRACT

Osp94 (osmotic stress protein of 94 kDa) is known to be up-regulated by hypertonic and heat-shock stresses in mouse renal inner medullary collecting duct (mIMCD3) cells. To investigate the molecular mechanism of transcriptional regulation of the Osp94 gene under these stresses, we cloned and characterized the 5'-flanking region of the gene. Sequence analysis of the proximal 4 kb 5'-flanking region revealed a TATA-less G/C-rich promoter region containing a cluster of Sp1 sites. We also identified upstream sequence motifs similar to the consensus TonE/ORE (tonicity-response element/osmotic response element) as well as the consensus HSE (heat-shock element). Luciferase activities in cells transfected with reporter constructs containing a TonE/ORE-like element (Osp94-TonE; 5'-TGGAAAGGACCAG-3') and HSE enhanced reporter gene expression under hypertonic stress and heat-shock stress respectively. Electrophoretic gel mobility-shift assay showed a slowly migrating band binding to the Osp94-TonE probe, probably representing binding of TonEBP (TonE binding protein) to this enhancer element. Furthermore, treatment of mIMCD3 cells with MAPK (mitogen-activated protein kinase) inhibitors (SB203580, PD98059, U0126 and SP600125) and a proteasome inhibitor (MG132) suppressed the increase in Osp94 gene expression caused by hypertonic NaCl. These results indicate that the 5'-flanking region of Osp94 gene contains a hypertonicity sensitive cis -acting element, Osp94-TonE, which is distinct from a functional HSE. Furthermore, the MAPK and proteasome systems appear to be, at least in part, involved in hypertonic-stressmediated regulation of Osp94 through Osp94-TonE.


Subject(s)
Gene Expression Regulation/genetics , HSP70 Heat-Shock Proteins/genetics , 5' Flanking Region/genetics , Amino Acid Sequence , Animals , Base Sequence , Cell Line , Enhancer Elements, Genetic/genetics , Heat-Shock Response/genetics , Hot Temperature/adverse effects , Hypertonic Solutions/adverse effects , Mice , Molecular Sequence Data , Signal Transduction/genetics , Trans-Activators/genetics
19.
Physiol Genomics ; 16(2): 229-39, 2004 Jan 15.
Article in English | MEDLINE | ID: mdl-14645737

ABSTRACT

Little is known about global gene expression patterns in the human neurodegenerative disease amyotrophic lateral sclerosis (ALS). To address this, we used high-density oligonucleotide microarray technology to compare expression levels of approximately 6,800 genes in postmortem spinal cord gray matter obtained from individuals with ALS as well as normal individuals. Using Fisher discriminant analysis (FDA) and leave-one-out cross-validation (LOOCV), we discerned an ALS-specific signature. Moreover, it was possible to distinguish familial ALS (FALS) from sporadic ALS (SALS) gene expression profiles. Characterization of the specific genes significantly altered in ALS uncovered a pro-inflammatory terminal state. Moreover, we found alterations in genes involved in mitochondrial function, oxidative stress, excitotoxicity, apoptosis, cytoskeletal architecture, RNA transcription and translation, proteasomal function, and growth and signaling. It is apparent from this study that DNA microarray analysis and appropriate bioinformatics can reveal distinct phenotypic changes that underlie the terminal stages of neurodegeneration in ALS.


Subject(s)
Amyotrophic Lateral Sclerosis/genetics , RNA, Messenger/metabolism , Spinal Cord/metabolism , Amyotrophic Lateral Sclerosis/metabolism , Amyotrophic Lateral Sclerosis/pathology , Cysteine Endopeptidases/metabolism , Discriminant Analysis , Gene Expression Profiling , Glutamic Acid/metabolism , Humans , Inflammation/genetics , Inflammation/metabolism , Mitochondria/physiology , Multienzyme Complexes/metabolism , Nerve Tissue Proteins/biosynthesis , Nerve Tissue Proteins/genetics , Neurons/metabolism , Neurotransmitter Agents/metabolism , Oligonucleotide Array Sequence Analysis , Oxidative Stress , Proteasome Endopeptidase Complex , Signal Transduction , Spinal Cord/pathology , Transcription, Genetic
20.
Brain Res Dev Brain Res ; 146(1-2): 99-106, 2003 Dec 19.
Article in English | MEDLINE | ID: mdl-14643016

ABSTRACT

Human DNA microarrays are used to study the spatiotemporal patterns of gene expression during the course of fetal monkey brain development. The 444 most dynamically expressed genes in four major brain areas are reported at five different fetal ages. The spatiotemporal profiles of gene expression show both regional specificity as well as waves of gene expression across the developing brain. These patterns of expression are used to identify statistically significant clusters of co-regulated genes. This study demonstrates for the first time in the primate the relevance, timing, and spatial locations of expression for many developmental genes identified in other animals and provides clues to the functions of many unknowns. Two different microarray platforms are used to provide high-throughput cross validation of the most important gene expression changes. These results may lead to new understanding of brain development and new strategies for treating and repairing disorders of brain function.


Subject(s)
Brain/embryology , Embryonic and Fetal Development , Gene Expression Regulation, Developmental , Animals , Brain/anatomy & histology , Brain/metabolism , Chlorocebus aethiops , DNA-Binding Proteins , Embryo, Mammalian , Female , Gene Expression Profiling/methods , Genes, Homeobox , Male , Multigene Family , Pregnancy , RNA, Messenger/biosynthesis , Reproducibility of Results , Reverse Transcriptase Polymerase Chain Reaction/methods
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