Denise Scholtens

Estimating node degree in bait-prey graphs (2008)

Denise Scholtens, Tony Chiang, Wolfgang Huber

Motivation: Proteins work together to drive biological processes in cellular machines. Summarizing global and local properties of the set of protein interactions, the interactome, is necessary for...

Estimating node degree in bait-prey graphs (2008)

Scholtens, Denise, Chiang, Tony, Huber, Wolfgang, Gentleman, Robert

Motivation: Proteins work together to drive biological processes in cellular machines. Summarizing global and local properties of the set of protein interactions, the interactome, is necessary for...

Coverage and error models of protein-protein interaction data by directed graph analysis (2007)

Chiang, Tony, Scholtens, Denise, Sarkar, Deepayan, Gentleman, Robert, Huber, Wolfgang

Abstract Using a directed graph model for bait to prey systems and a multinomial error model, we assessed the error statistics in all published large-scale datasets for Saccharomyces cerevisiae and...

Associations of Microarray Analysis Results with Gene Ontology Annotation (2007)

Denise Scholtens

In this lab we will explore the use of Gene Ontology (GO) to note particular associations with the results of microarray data analyses. In particular, we will compare and contrast the output of

Making Sense of High-Throughput Protein-Protein Interaction Data (2005)

Scholtens, Denise, Gentleman, Robert

Accurate systems biology modeling requires a complete catalog of protein complexes and their constituent proteins. We discuss a graph-theoretic/statistical algorithm for local dynamic modeling of...

Making Sense of High-Throughput Protein-Protein Interaction Data (2005)

Scholtens, Denise, Gentleman, Robert

Accurate systems biology modeling requires a complete catalog of protein complexes and their constituent proteins. We discuss a graph-theoretic/statistical algorithm for local dynamic modeling of...

Making Sense of High-Throughput Protein-Protein Interaction Data (2005)

Scholtens, Denise, Gentleman, Robert

Accurate systems biology modeling requires a complete catalog of protein complexes and their constituent proteins. We discuss a graph-theoretic/statistical algorithm for local dynamic modeling of...

Making Sense of High-Throughput Protein-Protein Interaction Data (2005)

Scholtens, Denise, Gentleman, Robert

Accurate systems biology modeling requires a complete catalog of protein complexes and their constituent proteins. We discuss a graph-theoretic/statistical algorithm for local dynamic modeling of...

BIOINFORMATICS ORIGINAL PAPER Systems biology Local modeling of global interactome networks (2005)

Denise Scholtens, Marc Vidal, Robert Gentleman

Motivation: Systems biology requires accurate models of protein complexes, including physical interactions that assemble and regulate these molecular machines. Yeast two-hybrid (Y2H) and affinity–...

Local modeling of global interactome networks (2005)

Scholtens, Denise, Vidal, Marc, Gentleman, Robert

Motivation: Systems biology requires accurate models of protein complexes, including physical interactions that assemble and regulate these molecular machines. Yeast two-hybrid (Y2H) and...

Local modeling of global interactome networks (2005)

Scholtens, Denise, Vidal, Marc, Gentleman, Robert

Motivation: Systems biology requires accurate models of protein complexes, including physical interactions that assemble and regulate these molecular machines. Yeast two-hybrid (Y2H) and...

A graph theoretic approach to testing associations between disparate sources of functional genomic data (2004)

Balasubramanian, Raji, LaFramboise, Thomas, Scholtens, Denise, Gentleman, Robert

The last few years have seen the advent of high-throughput technologies to analyze various properties of the transcriptome and proteome of several organisms. The congruency of these different data...

A graph theoretic approach to testing associations between disparate sources of functional genomic data (2004)

Balasubramanian, Raji, LaFramboise, Thomas, Scholtens, Denise, Gentleman, Robert

The last few years have seen the advent of high-throughput technologies to analyze various properties of the transcriptome and proteome of several organisms. The congruency of these different data...

A graph theoretic approach to testing associations between disparate sources of functional genomic data (2004)

Balasubramanian, Raji, LaFramboise, Thomas, Scholtens, Denise, Gentleman, Robert

The last few years have seen the advent of high-throughput technologies to analyze various properties of the transcriptome and proteome of several organisms. The congruency of these different data...

A graph theoretic approach to testing associations between disparate sources of functional genomic data (2004)

Balasubramanian, Raji, LaFramboise, Thomas, Scholtens, Denise, Gentleman, Robert

The last few years have seen the advent of high-throughput technologies to analyze various properties of the transcriptome and proteome of several organisms. The congruency of these different data...

A graph-theoretic approach to testing associations between disparate sources of functional genomics data (2004)

Balasubramanian, Raji, LaFramboise, Thomas, Scholtens, Denise, Gentleman, Robert

Motivation: The last few years have seen the advent of high-throughput technologies to analyze various properties of the transcriptome and proteome of several organisms. The congruency of these...

A graph theoretic approach to testing associations between disparate sources of functional genomics data (2004)

Balasubramanian, Raji, LaFramboise, Thomas, Scholtens, Denise, Gentleman, Robert

Motivation: The last few years have seen the advent of high-throughput technologies to analyze various properties of the transcriptome and proteome of several organisms. The congruency of these...

A graph theoretic approach to testing associations between disparate sources of functional genomics data (2004)

Balasubramanian, Raji, LaFramboise, Thomas, Scholtens, Denise, Gentleman, Robert

Motivation: The last few years have seen the advent of high-throughput technologies to analyze various properties of the transcriptome and proteome of several organisms. The congruency of these...

Making Sense of High-Throughput Protein-Protein Interaction Data

Denise Scholtens, Robert Gentleman

Accurate systems biology modeling requires a complete catalog of protein complexes and their constituent proteins. We discuss a graph-theoretic/statistical algorithm for local dynamic modeling of...

Coverage and error models of protein-protein interaction data by directed graph analysis

Chiang, Tony, Scholtens, Denise, Sarkar, Deepayan, Gentleman, Robert, Huber, Wolfgang

Directed graph and multinomial error models were used to assess and characterize the error statistics in all published large-scale datasets for Saccharomyces cerevisiae

Analyzing factorial designed microarray experiments

Scholtens, Denise, Miron, Alexander, M. Merchant, Faisal, Miller, Arden, L. Miron, Penelope, Dirk Iglehart, J., ...

High-throughput quantification of gene expression using microarray technology has dramatically changed biological investigation into the roles of genes in normal cell functioning, as well as the...