Artificial intelligence for proteomics and biomarker discovery

M Mann, C Kumar, WF Zeng, MT Strauss - Cell systems, 2021 - cell.com
There is an avalanche of biomedical data generation and a parallel expansion in
computational capabilities to analyze and make sense of these data. Starting with genome …

MS-GF+ makes progress towards a universal database search tool for proteomics

S Kim, PA Pevzner - Nature communications, 2014 - nature.com
Mass spectrometry (MS) instruments and experimental protocols are rapidly advancing, but
the software tools to analyse tandem mass spectra are lagging behind. We present a …

Small proteins in bacteria–big challenges in prediction and identification

S Fuchs, S Engelmann - Proteomics, 2023 - Wiley Online Library
Proteins with up to 100 amino acids have been largely overlooked due to the challenges
associated with predicting and identifying them using traditional methods. Recent advances …

Breast cancer quantitative proteome and proteogenomic landscape

HJ Johansson, F Socciarelli, NM Vacanti… - Nature …, 2019 - nature.com
In the preceding decades, molecular characterization has revolutionized breast cancer (BC)
research and therapeutic approaches. Presented herein, an unbiased analysis of breast …

Deep thermal profiling for detection of functional proteoform groups

N Kurzawa, IR Leo, M Stahl, E Kunold, I Becher… - Nature Chemical …, 2023 - nature.com
The complexity of the functional proteome extends considerably beyond the coding genome,
resulting in millions of proteoforms. Investigation of proteoforms and their functional roles is …

MS2Rescore: data-driven rescoring dramatically boosts immunopeptide identification rates

A Declercq, R Bouwmeester, A Hirschler… - Molecular & Cellular …, 2022 - ASBMB
Immunopeptidomics aims to identify major histocompatibility complex (MHC)-presented
peptides on almost all cells that can be used in anti-cancer vaccine development. However …

Comprehensive proteomics and meta-analysis of COVID-19 host response

H Babačić, W Christ, JE Araújo, G Mermelekas… - Nature …, 2023 - nature.com
COVID-19 is characterised by systemic immunological perturbations in the human body,
which can lead to multi-organ damage. Many of these processes are considered to be …

Proteogenomics and Hi-C reveal transcriptional dysregulation in high hyperdiploid childhood acute lymphoblastic leukemia

M Yang, M Vesterlund, I Siavelis… - Nature …, 2019 - nature.com
Hyperdiploidy, ie gain of whole chromosomes, is one of the most common genetic features
of childhood acute lymphoblastic leukemia (ALL), but its pathogenetic impact is poorly …

Transcriptional drifts associated with environmental changes in endothelial cells

Y Afshar, F Ma, A Quach, A Jeong, HL Sunshine… - Elife, 2023 - elifesciences.org
Environmental cues, such as physical forces and heterotypic cell interactions play a critical
role in cell function, yet their collective contributions to transcriptional changes are unclear …

Protein allocation and utilization in the versatile chemolithoautotroph Cupriavidus necator

M Jahn, N Crang, M Janasch, A Hober, B Forsström… - Elife, 2021 - elifesciences.org
Bacteria must balance the different needs for substrate assimilation, growth functions, and
resilience in order to thrive in their environment. Of all cellular macromolecules, the bacterial …