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Updated: Jan 10, 2026

JUMPn: A Streamlined Application for Protein Co-Expression Clustering and Network Analysis in Proteomics
Published on: October 19, 2021
A scalable proteogenomic framework for dissecting phospho-signaling pathways in primary immune cells.
Christian M Beusch1,2,3,4,5, Carolyn Morningstar1,2,3,4,6, Marc Semaan7,8
1Pathology Advanced Translational Research Unit, Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA.
We developed a proteogenomic framework and simplePhos workflow to map cellular signaling pathways. This approach systematically analyzes cytokine-induced signaling in human immune cells, advancing translational immunology.
Area of Science:
- Immunology
- Proteomics
- Systems Biology
Background:
- Cellular responses rely on complex signaling networks modulated by post-translational modifications.
- Existing methods for studying these pathways lack the scale and throughput for systematic causal architecture mapping.
- Understanding cytokine-induced signaling is crucial for immunology and therapeutic development.
Purpose of the Study:
- To present an integrated proteogenomic framework for systematically mapping cytokine-induced signaling pathways.
- To introduce simplePhos, a streamlined phosphoproteomics workflow for scalable, time-resolved analysis.
- To demonstrate a powerful strategy for interrogating phospho-signaling networks in human immune cells.
Main Methods:
- Developed an integrated proteogenomic framework combining genetic perturbations and high-throughput proteomics.
- Utilized simplePhos, a low-input phosphoproteomics workflow for scalable analysis.
- Applied the framework and workflow to primary human T cells and myeloid cells under various inflammatory stimuli.
Main Results:
- Established foundational proteogenomic datasets for cytokine-induced signaling in primary immune cells.
- Validated the simplePhos pipeline across multiple inflammatory stimuli (interferons, LPS, Sendai virus).
- Successfully mapped key signaling nodes in type I interferon signaling using the integrated framework.
Conclusions:
- The integrated proteogenomic framework and simplePhos workflow enable systematic mapping of signaling pathways in primary immune cells.
- This approach provides a powerful strategy for mechanistic interrogation of phospho-signaling networks.
- The findings have broad applications in translational immunology and the development of novel therapeutics.
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