Samuel J Gershman, Petra EM Balbi ... Jeremy Gunawardena
Single cells are believed to be incapable of complex forms of learning, but reconsideration of historical studies and more recent developments suggest that this orthodoxy must now be reconsidered.
When two signals increase transcription of the same gene, their combined effect tends to reflect either the sum of the individual increases or the product of the individual fold-changes.
Diverse muscle spindle firing, critical for a range of sensorimotor behaviors, is compactly explained by first principles of force development in specialized muscle fibers within the sensors.
Antonio Cappuccio, Shane T Jensen ... Elena Zaslavsky
The immune Synergistic/Antagonistic Interaction Learner (iSAIL) resource has the capacity to generate insight into combinatorial immunity, help guide hypothesis generation and further experimentation relevant to basic research and drug therapeutics.
Analysis of proteomic data identified protein biomarkers of aging, mortality and aging-related diseases, supporting their use to monitor aging trajectories and identify individuals at higher risk of disease.
Christoph N Schlaffner, Konstantin Kahnert ... Hanno Steen
FLEXIQuant-LF provides the framework to enable large-scale identification of differentially modified peptides and quantification of their modification extent in label-free mass spectrometry data without prior knowledge of the modification type.
Dennis Segebarth, Matthias Griebel ... Robert Blum
A comparison of different bioimage analysis pipelines reveals how deep learning can be used for automatized and reliable analysis of fluorescent features in biological datasets.