We report a strategy for analysis of data quality in cDNA microarrays based on the repeatability of repeatedly spotted clones. We describe how repeatability can be used to control data quality by developing adaptive filtering criteria for microarray data containing clones spotted in multiple spots. We have applied the method on five publicly available cDNA microarray data sets and one previousl...

Sequencing of cDNA libraries is an efficient and inexpensive approach to analyze the protein-coding portion of a genome. It is frequently used for surveying the genomes of poorly studied eukaryotes, and is particularly useful for species that are not easily amenable to genome sequencing, because they are nonaxenic and/or difficult to cultivate. In this chapter, we describe protocols that have b...

Accumulating evidence suggests that non-coding RNAs (ncRNAs) are both widespread and functionally important in many eukaryotic organisms. In this study, we employed a special size fractionation and cDNA library construction method followed by 454 deep sequencing to systematically profile rice intermediate-size ncRNAs. Our analysis resulted in the identification of 1349 ncRNAs in total, includin...

PCR is ubiquitous in molecular biology. It is used to amplify single sequences from large genomes, or populations of sequences from complex mixtures such as cDNA libraries in mammalian cells. These cDNA libraries are often employed in subsequent labor-intensive experiments such as genetic screens, the outcome of which depends on library quality. The use of PCR to amplify diverse sequence popula...

cDNA microarrays are used in many contexts to compare mRNA levels between samples of cells. Microarray experiments typically give us expression measurements on 1000-20 000 genes, but with few replicates for each gene. Traditional methods using means and standard deviations to detect differential expression are not satisfactory in this context. A handful of alternative statistics have been devel...

250 BioTechniques Vol. 34, No. 2 (2003) be expected from an amplificationbased strategy. To our knowledge, this is the first time that such analysis has been conducted to assess the representation of a genomic library. In summary, we have developed a quick, facile protocol for constructing libraries from relatively small amounts of DNA. Using our method, we have shown that a representative, ran...

Although novel technologies are rapidly emerging, the cDNA microarray data accumulated is still and will be an important source for bioinformatics and biological studies. Thus, the reliability and applicability of the cDNA microarray data warrants further evaluation. In cDNA microarrays, multiple clones are measured for a transcript, which can be exploited to evaluate the consistency of microar...

The SV4O-immortalized mouse macrophage cell line, BAC1 .2F5, is strictly dependent on CSF-1 for its survival and proliferation in culture. Introduction of a retroviral vector containing a 1 .6 kilobase (kb) pair human CSF-1 cDNA into these cells abrogated their growth factor dependence but did not render the cells tumorigenic in nude mice. The infected macrophages contained multiple copies of t...

The full extent to which hypoxia produces gene expression changes in human cells is unknown. We used late-generation oligonucleotide arrays to catalog hypoxia-induced changes in gene expression in HepG2 cells. Five paired sets of cultures were subjected to either control (room air-5% CO(2)) or hypoxic (1% O(2)-5% CO(2)) conditions for 24 h, and RNA was analyzed on an Affymetrix cDNA array conta...

HUGE is a database for human large proteins newly identified by Kazusa cDNA project, which aims to predict protein primary structures from sequences of human large cDNAs (>4 kb). In particular, cDNA clones capable of coding for large proteins (>50 kDa) are current targets of the project. More than 700 sequences of human cDNAs (average size, 5.1 kb) have been determined to date and deposited in ...