Large-scale studies of human proteomes have revealed only a moderate correlation
between mRNA and protein abundances. It is unclear to what extent this moderate …

Abstract Background and Objective. The functions of an organism and its biological
processes result from the expression of genes and proteins. Therefore quantifying and …

Motivation Accurate quantitative information about protein abundance is crucial for
understanding a biological system and its dynamics. Protein abundance is commonly …

The availability of proteomics datasets in the public domain, and in the PRIDE database, in
particular, has increased dramatically in recent years. This unprecedented large-scale …

Proteins are often considered the main biological element in charge of the different functions
and structures of a cell. However, proteomics, the global study of all expressed proteins …

Label-free bottom-up proteomics using mass spectrometry and liquid chromatography has
long established as one of the most popular high-throughput analysis workflow for proteome …

Attention mechanism and Transformer-based architectures have recently revolutionized the
artificial intelligence landscape in almost every field. Ever since their first introduction, they …

La protéomique consiste en la caractérisation du protéome d'un échantillon biologique, c'est-
à-dire l'ensemble des protéines qu'il contient, et ce de la manière la plus exhaustive …

Background Complex multi-omics data requires interpretation on different levels of
molecular biology processes. However, genomics and transcriptomics methods are more …

Currently, regulatory agencies rely on the use of animals for testing drugs for several
reasons. First, the most accurate way of testing drugs would be testing them in humans …