[HTML][HTML] The need for multi-omics biomarker signatures in precision medicine

M Olivier, R Asmis, GA Hawkins, TD Howard… - International journal of …, 2019 - mdpi.com
Recent advances in omics technologies have led to unprecedented efforts characterizing
the molecular changes that underlie the development and progression of a wide array of …

[HTML][HTML] Correlation of mRNA and protein in complex biological samples

T Maier, M Güell, L Serrano - FEBS letters, 2009 - Elsevier
The correlation between mRNA and protein abundances in the cell has been reported to be
notoriously poor. Recent technological advances in the quantitative analysis of mRNA and …

Relationship between differentially expressed mRNA and mRNA-protein correlations in a xenograft model system

A Koussounadis, SP Langdon, IH Um, DJ Harrison… - Scientific reports, 2015 - nature.com
Differential mRNA expression studies implicitly assume that changes in mRNA expression
have biological meaning, most likely mediated by corresponding changes in protein levels …

Integration of omic networks in a developmental atlas of maize

JW Walley, RC Sartor, Z Shen, RJ Schmitz, KJ Wu… - Science, 2016 - science.org
Coexpression networks and gene regulatory networks (GRNs) are emerging as important
tools for predicting functional roles of individual genes at a system-wide scale. To enable …

Global analysis of protein expression in yeast

S Ghaemmaghami, WK Huh, K Bower, RW Howson… - Nature, 2003 - nature.com
The availability of complete genomic sequences and technologies that allow comprehensive
analysis of global expression profiles of messenger RNA,, have greatly expanded our ability …

Comparing protein abundance and mRNA expression levels on a genomic scale

D Greenbaum, C Colangelo, K Williams, M Gerstein - Genome biology, 2003 - Springer
Attempts to correlate protein abundance with mRNA expression levels have had variable
success. We review the results of these comparisons, focusing on yeast. In the process, we …

A model for random sampling and estimation of relative protein abundance in shotgun proteomics

H Liu, RG Sadygov, JR Yates - Analytical chemistry, 2004 - ACS Publications
Proteomic analysis of complex protein mixtures using proteolytic digestion and liquid
chromatography in combination with tandem mass spectrometry is a standard approach in …

Profiling protein expression in circulating tumour cells using microfluidic western blotting

E Sinkala, E Sollier-Christen, C Renier… - Nature …, 2017 - nature.com
Circulating tumour cells (CTCs) are rare tumour cells found in the circulatory system of
certain cancer patients. The clinical and functional significance of CTCs is still under …

Single-cell proteomic analysis of S. cerevisiae reveals the architecture of biological noise

JRS Newman, S Ghaemmaghami, J Ihmels… - Nature, 2006 - nature.com
A major goal of biology is to provide a quantitative description of cellular behaviour. This
task, however, has been hampered by the difficulty in measuring protein abundances and …

Statistical Analysis of Membrane Proteome Expression Changes in Saccharomyces cerevisiae

B Zybailov, AL Mosley, ME Sardiu… - Journal of proteome …, 2006 - ACS Publications
We have devised an approach for analyzing shotgun proteomics datasets based on the
normalized spectral abundance factor that can be used for quantitative proteomics analysis …