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Transposable Elements and the Emergence of Genomic Innovation
Analyzes thousands of genomic datasets to understand how transposable elements drive regulatory innovation. Nearly half of the human genome comprises these mobile sequences that... -
Intelligent Metadata Compilation to Enhance Synthesis of Mass...
Develops automated workflows extracting and standardizing proteomics metadata using bioinformatics and natural language processing. Enhances PRIDE repository accessibility for... -
Protein Misfolding, Mutations and the Emergence of Disease Phenotypes
Analyzes structural, sequence, and gene-disease data linking protein entanglement to disease. Explores previously unrecognized causes of disease through protein topology-disease... -
Identifying the Molecular Origins of Heat Resistance in Plants
Analyzes omics datasets comparing cytokinesis under normal and high-temperature conditions across species. Identifies genetic factors enabling heat tolerance relevant to... -
The Epigenetic Drivers of Neurodegenerative Processes in Human Brain Cells
Develops multimodal AI integrating single-cell genomic data to reveal genome architecture-expression relationships. Identifies epigenetic drivers of neurodegeneration in... -
Unraveling the Evolutionary Origin of Complex Topologies
Maps when topological entanglement (knots, slipknots, lasso motifs) emerged across protein families using sequence, structure, and phylogenetic data. Tests functional... -
Mapping Bacterial Cell States Across Environments and Evolution
Synthesizes bacterial gene expression data to create the first atlas of cell states including growth, starvation, biofilm formation, and dormancy across diverse environments.... -
VERDE: Vast Exploration and Research across Dry Forest Ecosystems
This working group investigates tropical dry forests through an environmental data science lens, examining how drought-induced leaf loss shapes ecosystem function and climate... -
popClimVar: Climatic Variability and Fluctuating Populations
This interdisciplinary team investigates how climate change impacts ecological patterns and species population dynamics. The group synthesizes large-scale data across diverse... -
Macrophenology
This working group examines the seasonal timing of leaf-out, budding, flowering, fruiting, and leaf-off in plants as indicators of climate change response. The team integrates... -
Developing Best Practices for Large Language Models in Environmental Science
This initiative develops ethical guidelines and best practices for using AI-powered text analysis in environmental research synthesis and policy evaluation. The team creates... -
AI for Natural Methane: Harmonizing Natural Methane Datasets using Knowledge...
This working group integrates scientific knowledge with machine learning to harmonize simulated and observed datasets from global wetlands and soil sinks. The team consolidates... -
Discovering New Protein-Protein Interactions Within Crosslinking Mass...
Integrates crosslinking mass spectrometry data from PRIDE with AlphaFold3 predictions to validate and map protein interactions. Delivers hybrid structural models integrated into... -
Learning Sequence Conservation from Functional Constraints in Intrinsically...
Links evolutionary conservation with structural and functional signatures in intrinsically disordered regions. Integrates sequence alignments, molecular simulations, and... -
Data-Driven Discovery of Regulatory Mechanisms and Cellular Resource...
Integrates multi-omics data from single-cell sequencing across well-characterized model cell lines. Creates a benchmarking resource for understanding regulatory mechanisms and... -
A Unified Framework for Analyses of Proteome Turnover Dynamics
Harmonizes fragmented protein turnover datasets across species (E. coli, yeast, mouse, human). Creates a standardized Protein Stability Database using consistent reanalysis... -
Protein Misfolding, Proteostasis, and Aging
Uses high-throughput mass spectrometry to investigate the prevalence and consequences of protein misfolding for protein homeostasis and aging-related structural changes across... -
Energetic Origins of Connectivity Within Protein Interaction Networks
Investigates how protein instability and disorder shape network architecture across organisms, revealing connections between biophysical properties and network topology across... -
ReADI Smartphone Health and Activity
The Reliable Analytics for Disease Indicators (ReADI) studies were conducted as part of the program, funded by Defense Advanced Research Projects Agency (DARPA). The study aimed... -
Predicting Cell Fate and State from RNA and Protein Spatial Maps
Integrates high-resolution spatial transcriptomics and proteomics data to predict cellular fate. Develops computational frameworks for registering multi-modal spatial images,...