Abstract: Methods for obtaining antisense oligonucleotides with activity against a desired target are provided. Methods of identifying oligonucleotide sequence motifs which are predictive of antisense oligonucleotide activity are provided, as are motifs identified according to this method. Methods of selecting effective antisense oligonucleotide sequences and effective antisense target sequences are provided, as are sequences selected according to these methods. In other methods of the invention, oligonucleotides are designed to hybridize to target sequences containing one or more activity-enhancing motifs. Antisense oligonucleotides designed according to these methods are also provided.

Abstract: Methods for obtaining antisense oligonucleotides with activity against a desired target are provided. Methods of identifying oligonucleotide sequence motifs which are predictive of antisense oligonucleotide activity are provided, as are motifs identified according to this method. Methods of selecting effective antisense oligonucleotide sequences and effective antisense target sequences are provided, as are sequences selected according to these methods. In other methods of the invention, oligonucleotides are designed to hybridize to target sequences containing one or more activity-enhancing motifs. Antisense oligonucleotides designed according to these methods are also provided.

Abstract: Methods for obtaining antisense oligonucleotides with activity against a desired target are provided. Methods of identifying oligonucleotide sequence motifs which are predictive of antisense oligonucleotide activity are provided, as are motifs identified according to this method. Methods of selecting effective antisense oligonucleotide sequences and effective antisense target sequences are provided, as are sequences selected according to these methods. In other methods of the invention, oligonucleotides are designed to hybridize to target sequences containing one or more activity-enhancing motifs. Antisense oligonucleotides designed according to these methods are also provided.

Abstract: The present invention provides multivariate methods for identifying differentially expressed genes based on microarray expression data. An improved random search procedure involving certain probability distances is provided. The methods of this invention implement a successive elimination procedure to remove smaller subsets resulted from each step of the random search thereby establishing a larger set of differentially expressed genes.

Abstract: The present invention applies pattern recognition and multidimensional classification in statistical microarray data analysis. There are provided methods for identifying a subset of genes that are differentially expressed under a given biological state or at a given biological locale of interest by determining an advantageously large probability distance between the random vectors representing expression levels of the genes of interest. The invention also provides a cross-validated random search mechanism for a subset of genes based on various probability distances between two random vectors.

Abstract: Methods for obtaining antisense oligonucleotides with activity against a desired target are provided. Methods of identifying oligonucleotide sequence motifs which are predictive of antisense oligonucleotide activity are provided, as are motifs identified according to this method. Methods of selecting effective antisense oligonucleotide sequences and effective antisense target sequences are provided, as are sequences selected according to these methods. In other methods of the invention, oligonucleotides are designed to hybridize to target sequences containing one or more activity-enhancing motifs. Antisense oligonucleotides designed according to these methods are also provided.