Understudied proteins: opportunities and challenges for functional proteomics

G Kustatscher, T Collins, AC Gingras, T Guo… - Nature …, 2022 - nature.com
Most research aiming at understanding the molecular foundations of life and disease has
focused on a limited set of increasingly well-known proteins while the biological functions of …

Genomics, convergent neuroscience and progress in understanding autism spectrum disorder

HR Willsey, AJ Willsey, B Wang… - Nature Reviews …, 2022 - nature.com
More than a hundred genes have been identified that, when disrupted, impart large risk for
autism spectrum disorder (ASD). Current knowledge about the encoded proteins—although …

The STRING database in 2021: customizable protein–protein networks, and functional characterization of user-uploaded gene/measurement sets

D Szklarczyk, AL Gable, KC Nastou, D Lyon… - Nucleic acids …, 2021 - academic.oup.com
Cellular life depends on a complex web of functional associations between biomolecules.
Among these associations, protein–protein interactions are particularly important due to their …

Multivariate analysis of 1.5 million people identifies genetic associations with traits related to self-regulation and addiction

R Karlsson Linnér, TT Mallard, PB Barr… - Nature …, 2021 - nature.com
Behaviors and disorders related to self-regulation, such as substance use, antisocial
behavior and attention-deficit/hyperactivity disorder, are collectively referred to as …

[HTML][HTML] Dual proteome-scale networks reveal cell-specific remodeling of the human interactome

EL Huttlin, RJ Bruckner, J Navarrete-Perea, JR Cannon… - Cell, 2021 - cell.com
Thousands of interactions assemble proteins into modules that impart spatial and functional
organization to the cellular proteome. Through affinity-purification mass spectrometry, we …

STRING v11: protein–protein association networks with increased coverage, supporting functional discovery in genome-wide experimental datasets

D Szklarczyk, AL Gable, D Lyon, A Junge… - Nucleic acids …, 2019 - academic.oup.com
Proteins and their functional interactions form the backbone of the cellular machinery. Their
connectivity network needs to be considered for the full understanding of biological …

[HTML][HTML] Network analysis methods for studying microbial communities: A mini review

MS Matchado, M Lauber, S Reitmeier… - Computational and …, 2021 - Elsevier
Microorganisms including bacteria, fungi, viruses, protists and archaea live as communities
in complex and contiguous environments. They engage in numerous inter-and intra …

Pathway Commons 2019 Update: integration, analysis and exploration of pathway data

I Rodchenkov, O Babur, A Luna, BA Aksoy… - Nucleic acids …, 2020 - academic.oup.com
Abstract Pathway Commons (https://www. pathwaycommons. org) is an integrated resource
of publicly available information about biological pathways including biochemical reactions …

Integration of multiomics data with graph convolutional networks to identify new cancer genes and their associated molecular mechanisms

R Schulte-Sasse, S Budach, D Hnisz… - Nature Machine …, 2021 - nature.com
The increase in available high-throughput molecular data creates computational challenges
for the identification of cancer genes. Genetic as well as non-genetic causes contribute to …

Target identification among known drugs by deep learning from heterogeneous networks

X Zeng, S Zhu, W Lu, Z Liu, J Huang, Y Zhou… - Chemical …, 2020 - pubs.rsc.org
Without foreknowledge of the complete drug target information, development of promising
and affordable approaches for effective treatment of human diseases is challenging. Here …