ImmunoStruct enables multimodal deep learning for immunogenicity prediction
https://www.coltonconsortium.org/publications/immunostruct-enables-multimodal-deep-learning-for-immunogenicity-prediction/
Archives: “Data-Driven & Quantitative”
Showing 111 - 120 of 132 posts
Blood immunophenotyping identifies distinct kidney histopathology and outcomes in patients with lupus nephritis
https://www.coltonconsortium.org/publications/blood-immunophenotyping-identifies-distinct-kidney-histopathology-and-outcomes-in-patients-with-lupus-nephritis/
A single-cell atlas of circulating immune cells over the first 2 months of age in extremely premature infants
https://www.coltonconsortium.org/publications/a-single-cell-atlas-of-circulating-immune-cells-over-the-first-2-months-of-age-in-extremely-premature-infants/
Agent-based modeling for personalized prediction of an experimental immune response to immunotherapeutic antibodies
https://www.coltonconsortium.org/publications/agent-based-modeling-for-personalized-prediction-of-an-experimental-immune-response-to-immunotherapeutic-antibodies/
An autoimmune transcriptional circuit drives FOXP3+ regulatory T cell dysfunction
https://www.coltonconsortium.org/publications/an-autoimmune-transcriptional-circuit-drives-foxp3-regulatory-t-cell-dysfunction/
Associations between blood DNA methylation and histopathologic features in lupus nephritis
https://www.coltonconsortium.org/publications/associations-between-blood-dna-methylation-and-histopathologic-features-in-lupus-nephritis/
Yale Researchers Use Machine Learning Tool to Improve Personalized Immunotherapy Design
https://www.coltonconsortium.org/news/yale-researchers-use-machine-learning-to-improve-personalized-cancer-vaccine-design/A Colton-supported Yale study has produced ImmunoStruct, a machine learning model that improves personalized cancer vaccine design by incorporating the 3D structure of immune-activating peptides — now licensed to a Yale spinout.
Colton Consortium Sponsors 2025 FASEB Autoimmunity Conference
https://www.coltonconsortium.org/news/colton-consortium-sponsors-2025-faseb-autoimmunity-conference/The Colton Consortium sponsored the 2025 FASEB Autoimmunity Conference in Niagara Falls, a leading international forum dedicated to advancing autoimmune research and fostering collaboration among scientists and clinicians worldwide.
A New Research Hub for Autoimmunity and Immune Health at Penn Medicine
https://www.coltonconsortium.org/news/a-new-research-hub-for-autoimmunity-and-immune-health-at-penn-medicine/Penn Medicine has opened a new research facility housing the Colton Center for Autoimmunity alongside immune health, vaccinology, and infectious disease teams — designed to accelerate breakthrough science through collaboration.
Yale’s Colton Center for Autoimmunity Awards Nearly $1M to Nine Research Projects in 2025
https://www.coltonconsortium.org/news/yales-colton-center-for-autoimmunity-awards-nearly-1m-to-nine-research-projects-in-2025/Yale's Colton Center for Autoimmunity has selected nine researchers for nearly $1 million in 2025 funding, backing projects that apply AI, nanoparticles, and novel biologics to autoimmune disease.