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1.
Genome Res ; 16(3): 383-93, 2006 Mar.
Article in English | MEDLINE | ID: mdl-16449502

ABSTRACT

We have developed a high-throughput method for analyzing the methylation status of hundreds of preselected genes simultaneously and have applied it to the discovery of methylation signatures that distinguish normal from cancer tissue samples. Through an adaptation of the GoldenGate genotyping assay implemented on a BeadArray platform, the methylation state of 1536 specific CpG sites in 371 genes (one to nine CpG sites per gene) was measured in a single reaction by multiplexed genotyping of 200 ng of bisulfite-treated genomic DNA. The assay was used to obtain a quantitative measure of the methylation level at each CpG site. After validating the assay in cell lines and normal tissues, we analyzed a panel of lung cancer biopsy samples (N = 22) and identified a panel of methylation markers that distinguished lung adenocarcinomas from normal lung tissues with high specificity. These markers were validated in a second sample set (N = 24). These results demonstrate the effectiveness of the method for reliably profiling many CpG sites in parallel for the discovery of informative methylation markers. The technology should prove useful for DNA methylation analyses in large populations, with potential application to the classification and diagnosis of a broad range of cancers and other diseases.


Subject(s)
DNA Fingerprinting , DNA Methylation , Oligonucleotide Array Sequence Analysis/methods , Base Sequence , Chromosomes, Human, X/metabolism , CpG Islands/genetics , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/genetics , Molecular Sequence Data , Polymorphism, Single Nucleotide , Reproducibility of Results , Sulfites/metabolism
2.
Mutat Res ; 573(1-2): 70-82, 2005 Jun 03.
Article in English | MEDLINE | ID: mdl-15829238

ABSTRACT

We have developed a flexible, accurate and highly multiplexed SNP genotyping assay for high-throughput genetic analysis of large populations on a bead array platform. The novel genotyping system combines high assay conversion rate and data quality with >1500 multiplexing, and Array of Arrays formats. Genotyping assay oligos corresponding to specific SNP sequences are each linked to a unique sequence (address) that can hybridize to its complementary strand on universal arrays. The arrays are made of beads located in microwells of optical fiber bundles (Sentrix Array Matrix) or silicon slides (Sentrix BeadChip). The optical fiber bundles are further organized into a matrix that matches a 96-well microtiter plate. The arrays on the silicon slides are multi-channel pipette compatible for loading multiple samples onto a single silicon slide. These formats allow many samples to be processed in parallel. This genotyping system enables investigators to generate approximately 300,000 genotypes per day with minimal equipment requirements and greater than 1.6 million genotypes per day in a robotics-assisted process. With a streamlined and comprehensive assay, this system brings a new level of flexibility, throughput, and affordability to genetic research.


Subject(s)
Genotype , Polymorphism, Single Nucleotide , DNA Methylation , Gene Expression Profiling , Humans , Oligonucleotide Array Sequence Analysis
3.
Am J Pathol ; 165(5): 1799-807, 2004 Nov.
Article in English | MEDLINE | ID: mdl-15509548

ABSTRACT

We recently developed a sensitive and flexible gene expression profiling system that is not dependent on an intact poly-A tail and showed that it could be used to analyze degraded RNA samples. We hypothesized that the DASL (cDNA-mediated annealing, selection, extension and ligation) assay might be suitable for the analysis of formalin-fixed, paraffin-embedded tissues, an important source of archival tissue material. We now show that, using the DASL assay system, highly reproducible tissue- and cancer-specific gene expression profiles can be obtained with as little as 50 ng of total RNA isolated from formalin-fixed tissues that had been stored from 1 to over 10 years. Further, tissue- and cancer-specific markers derived from previous genome-wide expression profiling studies of fresh-frozen samples were validated in the formalin-fixed samples. The DASL assay system should prove useful for high-throughput expression profiling of archived clinical samples.


Subject(s)
Gene Expression Profiling/methods , Gene Expression Regulation , Algorithms , Breast/pathology , Breast Neoplasms/pathology , Cell Line, Tumor , Cluster Analysis , Colon/pathology , Colonic Neoplasms/pathology , DNA Primers/chemistry , DNA, Complementary/metabolism , Formaldehyde/pharmacology , Humans , Oligonucleotide Array Sequence Analysis , RNA/metabolism , RNA, Transfer/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Time Factors
4.
Genome Res ; 14(5): 878-85, 2004 May.
Article in English | MEDLINE | ID: mdl-15123585

ABSTRACT

We report a flexible, sensitive, and quantitative gene-expression profiling system for assaying more than 400 genes, with three probes per gene, for 96 samples in parallel. The cDNA-mediated annealing, selection, extension and ligation (DASL) assay targets specific transcripts, using oligonucleotides containing unique address sequences that can hybridize to universal arrays. Cell-specific gene expression profiles were obtained using this assay for hormone-treated cell lines and laser-capture microdissected cancer tissues. Gene expression profiles derived from this assay were consistent with those determined by qRT-PCR. The DASL assay has been automated for use with a bead-based 96-array matrix system. The combined high-throughput assay and readout system is accurate and efficient, and can cost-effectively profile the expression of hundreds of genes in thousands of samples.


Subject(s)
Gene Expression Profiling/methods , Oligonucleotide Array Sequence Analysis/methods , Androgens/pharmacology , Animals , Cell Line , Cell Line, Tumor , DNA, Complementary/biosynthesis , DNA, Complementary/genetics , Gene Expression Regulation/drug effects , Gene Expression Regulation/genetics , Humans , Lasers , Male , Mice , Microdissection/methods , Organ Specificity/drug effects , Organ Specificity/ethics , Organ Specificity/genetics , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , RNA/genetics , RNA/metabolism , Reverse Transcriptase Polymerase Chain Reaction/methods , Sensitivity and Specificity
5.
Genome Res ; 14(5): 870-7, 2004 May.
Article in English | MEDLINE | ID: mdl-15078854

ABSTRACT

We have developed a simple and efficient algorithm to identify each member of a large collection of DNA-linked objects through the use of hybridization, and have applied it to the manufacture of randomly assembled arrays of beads in wells. Once the algorithm has been used to determine the identity of each bead, the microarray can be used in a wide variety of applications, including single nucleotide polymorphism genotyping and gene expression profiling. The algorithm requires only a few labels and several sequential hybridizations to identify thousands of different DNA sequences with great accuracy. We have decoded tens of thousands of arrays, each with 1520 sequences represented at approximately 30-fold redundancy by up to approximately 50,000 beads, with a median error rate of <1 x 10(-4) per bead. The approach makes use of error checking codes and provides, for the first time, a direct functional quality control of every element of each array that is manufactured. The algorithm can be applied to any spatially fixed collection of objects or molecules that are associated with specific DNA sequences.


Subject(s)
Oligonucleotide Array Sequence Analysis/methods , Sequence Analysis, DNA/methods , Algorithms , Computational Biology/methods , Oligonucleotide Array Sequence Analysis/trends , Random Allocation , Research Design , Silicon Dioxide/chemistry
6.
Nat Biotechnol ; 20(4): 353-8, 2002 Apr.
Article in English | MEDLINE | ID: mdl-11923840

ABSTRACT

The human transcriptome is marked by extensive alternative mRNA splicing and the expression of many closely related genes, which may be difficult to distinguish using standard microarray techniques. Here we describe a sensitive and specific assay for parallel analysis of mRNA isoforms on a fiber-optic microarray platform. The method permits analysis of mRNA transcripts without prior RNA purification or cDNA synthesis. Using an endogenously expressed viral transcript as a model, we demonstrated that the assay readily detects mRNA isoforms from as little as 10-100 pg of total cellular RNA or directly from a few cells. Multiplexed analysis of human cancer cell lines revealed differences in mRNA splicing and suggested a potential autocrine mechanism in the development of choriocarcinomas. Our approach may be useful in the large-scale analysis of the role of alternative splicing in development and disease.


Subject(s)
Alternative Splicing/genetics , Fiber Optic Technology/methods , Gene Expression Profiling/methods , Oligonucleotide Array Sequence Analysis/methods , Transcription, Genetic/genetics , Cell Line , Humans , Optical Fibers , Polymerase Chain Reaction , RNA, Messenger/genetics , RNA, Messenger/metabolism , Sensitivity and Specificity , Transfection
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