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1.
Peptides ; 27(1): 49-54, 2006 Jan.
Article in English | MEDLINE | ID: mdl-16150514

ABSTRACT

We report the results on the expression in Escherichia coli of a functional neurotoxin LqqV from the scorpion Leiurus quinquestriatus quinquestriatus. The gene for LqqV was synthesized using recursive PCR and expressed as a poly-histidine-tagged fusion protein in thioredoxin mutant E. coli strain [AD494(DE3)pLysS], thus permitting disulfide-bond formation. When cultured at 37 degrees C, about 50% of the expressed protein is contained as a monomer in the soluble fraction of the E. coli extract. The fusion protein from the soluble fraction was purified and the His-tag was cleaved by thrombin, resulting in a yield of about 1.5 mg/liter. The globular structure of the purified protein was confirmed by NMR and CD spectroscopy. Patch-clamp measurements using native sodium channels in guinea pig ventricular myocytes reveal (1) a slowing of inactivation and (2) a decrease in peak current upon application of toxin, thus confirming the alpha-toxin activity of the purified recombinant protein.


Subject(s)
Cloning, Molecular , Escherichia coli/genetics , Neurotoxins/biosynthesis , Neurotoxins/genetics , Scorpion Venoms/biosynthesis , Scorpion Venoms/genetics , Amino Acid Sequence , Animals , Base Sequence , Guinea Pigs , Magnetic Resonance Spectroscopy , Male , Molecular Sequence Data , Neurotoxins/chemistry , Scorpion Venoms/chemistry , Scorpions
2.
Inflamm Bowel Dis ; 10(1): 1-14, 2004 Jan.
Article in English | MEDLINE | ID: mdl-15058520

ABSTRACT

Potential biomarkers for Crohn's disease (CD) and ulcerative colitis (UC) were identified from two sets of full thickness pathologic samples utilizing DermArray and PharmArray DNA microarrays relative to uninvolved (Un) colon or normal colon. Seven of the over-expressed genes were verified using quantitative RT-PCR (i.e., TMPT, FABP1, IFI27, LCN2, COL11A2, HXB, and metallothionein). By correlating gene expression profiles between inflammatory bowel disease (IBD) tissue samples and IBD drug-treated cell cultures it might be possible to identify new candidate molecular target genes for IBD therapy and drug discovery. Potential biomarkers for CaCo2 cell cultures, which are routinely used as a GI tract surrogate model for in vitro pharmacokinetic studies, treated with azathioprine, 5-aminosalicylic acid, metronidazole, and prednisone were also identified from another experiment. Metallothionein mRNA expression was found to be down-regulated in azathioprine-treated CaCo2 cells, and was coincidentally up-regulated in the CD sample, thus resulting in an anti-correlation. These results suggest that this new screening methodology is feasible, that metallothioneins might be biomarkers for azathioprine therapy in vivo in CD, and that azathioprine might mechanistically down-regulate metallothionein gene expression. Correlations were also observed between IBD samples and either metronidazole- or 5-aminosalicylic acid-treated CaCo2 cells. Similar comparisons of disease tissue samples in vivo vs drug-treated cell cultures in vitro might reveal new mechanistic insights concerning established or experimental drug therapies. This affordable in vitro methodology is promising for expanded studies of IBD and other diseases.


Subject(s)
Colitis, Ulcerative/genetics , Colon/chemistry , Crohn Disease/genetics , Gene Expression Profiling/methods , Oligonucleotide Array Sequence Analysis/methods , Adult , Aged , Azathioprine/pharmacology , Caco-2 Cells/drug effects , Colon/pathology , DNA Primers , Female , Gastrointestinal Agents/pharmacology , Genetic Markers , Humans , Male , Mesalamine/pharmacology , Middle Aged , RNA, Messenger/analysis , Reverse Transcriptase Polymerase Chain Reaction
3.
Genomics ; 83(4): 588-99, 2004 Apr.
Article in English | MEDLINE | ID: mdl-15028282

ABSTRACT

This study established the utility of cross-species application of the cDNA microarray technique for investigating differential gene expression. Using both total RNA and mRNA samples recovered from two opossum cell lines derived from UVB-induced melanoma, we analyzed expression of ca. 4400 genes on the human DermArray DNA microarrays. The signals generated on the DermArrays were clear, strong, and reproducible. A cDNA dot blot consisting of differentially expressed genes representative of different functional clusters was used to validate the DermArray results. We also cloned a Monodelphis gene, keratin 18 (KRT18), and characterized its expression patterns in tumor samples of different progression stages. Up-regulated expression was observed for the KRT18 gene in advanced melanomas, a finding consistent with the DermArray analysis. These results provide evidence that cross-species application of cDNA microarrays is a useful strategy for investigating gene expression patterns in animal models for which species-specific cDNA microarrays are not available.


Subject(s)
DNA, Complementary/metabolism , Gene Expression Regulation, Neoplastic , Melanoma/genetics , Neoplasms, Radiation-Induced/genetics , Oligonucleotide Array Sequence Analysis/methods , Amino Acid Sequence , Animals , Base Sequence , Cloning, Molecular , Down-Regulation , Humans , Keratins/genetics , Molecular Sequence Data , Neoplasm Metastasis , Opossums , RNA/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Species Specificity , Ultraviolet Rays , Up-Regulation
4.
Pigment Cell Res ; 16(3): 245-53, 2003 Jun.
Article in English | MEDLINE | ID: mdl-12753397

ABSTRACT

In this article, some of the advantages and limitations of DNA microarray technologies for gene expression profiling are summarized. As a model experiment, DermArray DNA microarrays were utilized to identify potential biomarkers of cultured normal human melanocytes in two different experimental comparisons. In the first case, melanocyte RNA was compared with vastly dissimilar non-melanocytic RNA samples of normal skin keratinocytes and fibroblasts. In the second case, melanocyte RNA was compared with a primary cutaneous melanoma line (MS7) and a metastatic melanoma cell line (SKMel-28). The alternative approaches provide dramatically different lists of 'normal melanocyte' biomarkers. The most robust biomarkers were identified using principal component analysis bioinformatic methods related to likelihood ratios. Only three of 25 robust biomarkers in the melanocyte-proximal study (i.e. melanocytes vs. melanoma cells) were coincidentally identified in the melanocyte-distal study (i.e. melanocytes vs. non-melanocytic cells). Selected up-regulated biomarkers of melanocytes (i.e. TRP-1, melan-A/MART-1, silver/Pmel17, and nidogen-2) were validated by qRT-PCR. Some of the melanocytic biomarkers identified here may be useful in molecular diagnostics, as potential molecular targets for drug discovery, and for understanding the biochemistry of melanocytic cells.


Subject(s)
Computational Biology/methods , Genetic Markers , Melanocytes/metabolism , Oligonucleotide Array Sequence Analysis/methods , Aged , Cell Line, Tumor , Cells, Cultured , DNA, Complementary/metabolism , Expressed Sequence Tags , Fibroblasts/metabolism , Humans , Infant, Newborn , Likelihood Functions , Male , Middle Aged , Models, Biological , Principal Component Analysis , RNA/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Skin Neoplasms/metabolism , Up-Regulation
5.
Biochem Biophys Res Commun ; 303(3): 828-41, 2003 Apr 11.
Article in English | MEDLINE | ID: mdl-12670486

ABSTRACT

DNA microarrays may be used to identify potential molecular targets for drug discovery. Yet, DNA microarray experiments provide massive amounts of data. To limit the choice of potential molecular targets, it may be desirable to eliminate genes coincidentally up-regulated in tissues implicated in absorption, distribution, metabolism, and excretion (ADME) pharmacokinetics. DNA microarray experiments were performed to demonstrate a gene-exclusion approach using as an example RNA samples of neural origin, i.e., a human neuroblastoma cell line (SK-N-SH) and brain tissue, as the intended hypothetical site(s) of drug action. Biomarkers were identified using PharmArray DNA microarrays. The lists of neuroblastoma and neural biomarkers were constrained by limiting selection to the subset of genes that were not highly expressed in three transformed cell lines from liver, colon, and kidney (HepG2, Caco-2, and 786-O, respectively) that are routinely used as representatives of the ADME system during in vitro pharmacology and toxicology experiments. Principal component analysis methods with likelihood ratio-related bioinformatic tools were utilized to identify robust potential biomarker genes for the three ADME-related cell lines, neuroblastoma, and normal brain. Biomarkers of each sample were identified and selected genes were validated by qRT-PCR. Hundreds of biomarkers of the three ADME-related cell types, representing hepatocytes, kidney epithelium, and gastrointestinal tract, may now be used as a valuable database to restrict selection of biomarkers as potential molecular targets from the intended samples (e.g., neuroblastoma in this work). In addition to biomarker discovery per se, this demonstration suggests that our model method may be viable to help restrict gene lists during selection of potential molecular targets for subsequent drug discovery.


Subject(s)
Drug Design , Oligonucleotide Array Sequence Analysis/methods , Pharmacokinetics , Adult , Brain/drug effects , Brain/metabolism , Caco-2 Cells , Cell Line , Female , Gene Expression Profiling , Genetic Markers , Hepatocytes/drug effects , Hepatocytes/metabolism , Humans , In Vitro Techniques , Kidney/drug effects , Kidney/metabolism , Male , Middle Aged , Neuroblastoma/drug therapy , Neuroblastoma/genetics , Neuroblastoma/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Tumor Cells, Cultured , Up-Regulation
6.
Biochem Biophys Res Commun ; 291(4): 1052-64, 2002 Mar 08.
Article in English | MEDLINE | ID: mdl-11866472

ABSTRACT

Biomarker genes of human skin-derived cells were identified by new simple bioinformatic methods and DNA microarray analysis utilizing in vitro cultures of normal neonatal human epidermal keratinocytes, melanocytes, and dermal fibroblasts. A survey of 4405 human cDNAs was performed using DermArray DNA microarrays. Biomarkers were rank ordered by "likelihood ratio" algorithms and stringent selection criteria that have general applicability for analyzing a minimum of three RNA samples. Signature biomarker genes (up-regulated in one cell type) and anti-signature biomarker genes (down-regulated in one cell type) were determined for the three major skin cell types. Many of the signature genes are known biomarkers for these cell types. In addition, 17 signature genes were identified as ESTs, and 22 anti-signature biomarkers were discovered. Quantitative RT-PCR was used to verify nine signature biomarker genes. A total of 158 biomarkers of normal human skin cells were identified, many of which may be valuable in diagnostic applications and as molecular targets for drug discovery and therapeutic intervention.


Subject(s)
Computational Biology/methods , Gene Expression Profiling/methods , Oligonucleotide Array Sequence Analysis/methods , Skin/chemistry , Algorithms , Biomarkers/analysis , Down-Regulation , Fibroblasts/chemistry , Humans , Keratinocytes/chemistry , Likelihood Functions , Melanocytes/chemistry , Protein Biosynthesis , Proteins/genetics , RNA, Messenger/analysis , Reverse Transcriptase Polymerase Chain Reaction , Skin/cytology , Up-Regulation
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