Linking live-cell behavior to transcriptional responses across perturbations using dynamic caging
Brian T. Orcutt-JahnsiD, Raúl A. Reyes HuerosiD, Ana M. MeirelesiD, Christian Cox, Luca GhitaiD, Jack KammiD, Cemre CeleniD, Yiming YangiD, Eloise Zargari-Pariset, Nirvan Rouzbeh, Yiqi Zhou, Jie WangiD, Shan SabriiD, Takamasa KudoiD, Pratiksha I. Thakore, David RichmondiD, Tommaso BiancalaniiD, Hye‐Jung KimiD, Pier Federico GherardiniiD, Gary P. SchrothiD, Shannon J. TurleyiD, Orit Rozenblatt–RoseniD, Héctor Corrada BravoiD, Bo LiiD, Kathryn Geiger-SchulleriD
Abstract
Single-cell technologies, encompassing molecular, morphological, and functional assays, have emerged as cornerstones of modern biological research and discovery. However, current experimental methods often fail to explicitly link these omic modalities, especially in live cells or longitudinally through time, impeding the study of multi-scale interactions and mechanisms of regulation. CellCage Enclosure (CCE) technology overcomes these limitations by dynamically compartmentalizing cells, allowing for scalable, live-cell, longitudinal exploration and simultaneous analysis of transcriptomic, proteomic, and morphological profiles. Using this novel technology, we generate previously inaccessible insights across various in vitro cellular systems under a diverse set of perturbations, including the discovery of morphological and proteomic features linked to immune suppressive gene set expression in human primary regulatory T cells (Tregs), as well as direct association of morphological and proteomic features with inflammatory gene modules in human colonic fibroblasts. We then develop a novel pooled CRISPR genetic screening technology using CCEs, PERTURB-LINK (PERTURBational LINKage of transcriptomics and imaging in single cells via enclosure-based screening) and apply this approach in murine bone marrow derived macrophages (BMDMs), enabling multiomic dissection of NF-{kappa}B pathway regulation in response to lipopolysaccharide (LPS) stimulation. Together, these findings demonstrate the broad impact that advancements in live-cell, paired multimodal technologies, especially upon perturbation, may offer in deepening our understanding of cellular biology.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Scalable longitudinal imaging and transcriptomics of cells in dynamic enclosures
Tarun K. Khurana, Liz Y. Wu, … Mostafa Ronaghi·bioRxiv·May 8, 2026
- Spatially resolved, multimodal in vivo Perturb-seq using antibody-based cell hashing
Alexander A. Nevue, George C. Hartoularos, … David Lara‐Astiaso·bioRxiv·May 26, 2026
- Single-cell phenomics through integrated imaging and molecular profiling
Johannes Bues, Joern Pezoldt, … Bart Deplancke·bioRxiv·Nov 28, 2025
- Joint single-cell measurements of surface proteins, intracellular proteins and gene expression with icCITE-seq
Kelvin Y. Chen, Yusuke Takeshima, … Shimon Sakaguchi·bioRxiv·Jan 11, 2025
- Expanding the CITE-seq tool-kit: Detection of proteins, transcriptomes, clonotypes and CRISPR perturbations with multiplexing, in a single assay
Eleni P. Mimitou, Anthony Youzhi Cheng, … Peter Smibert·bioRxiv·Nov 8, 2018
- Scalable multimodal mapping of macrophage regulatory architecture by integrating optical and transcriptomic pooled screens
Takamasa Kudo, Romain Lopez, … Aviv Regev·bioRxiv·May 29, 2026