# isMap – immunological synapse map analysis program

**Authors:** Amanda Holstad Singleton, Anthony Manet, Salvatore Valvo, Marike Feenstra, Harald Stenmark, Michael L. Dustin, Audun Kvalvaag

PMC · DOI: 10.3389/fimmu.2026.1746651 · Frontiers in Immunology · 2026-03-04

## TL;DR

The paper introduces isMap, a computational tool for analyzing the immunological synapse, which helps understand how T cells activate and interact with other cells.

## Contribution

isMap is a novel computational framework for automated analysis of T cell activation and synapse formation.

## Key findings

- CD58 initially clusters with TCR before forming a distal ring during synapse maturation.
- PD-L1 distributes across the synapse before accumulating with TCR in the center.
- ICOSL, CD80, and CD86 cluster in the center and colocalize with TCR in a specific order.

## Abstract

T cell activation is initiated when T cells recognize their cognate antigen on the surface of antigen presenting cells (APCs). This triggers formation of a specialized membrane interface termed the immunological synapse (IS) which governs the spatial organization of the intercellular protein interactions ultimately determining the T cell response. While this is a fundamental process in adaptive immunity, tools for quantitative analysis and visualization of the IS molecular architecture are lacking. Here we present isMap, a computational framework for automated cell segmentation and quantification of various parameters related to T cell activation and IS formation on supported lipid bilayers (SLBs), including fluorescence intensity measurements, colocalization analysis and radial averaging. We validate isMap by confirming previous results showing that CD58 initially clusters with T cell receptor (TCR) before segregating into a distal ring during synapse maturation in activated CD8+ T cells. We also show that PD-L1 is initially distributed across the IS before ultimately accumulating with TCR in the center of the fully mature synapse. ICOSL, CD80 and CD86 cluster in the center of the contact area through all stages of IS maturation and colocalize with TCR in the order of ICOSL>CD86>CD80. These findings demonstrate isMap’s utility in dissecting the functional organization of the IS and highlight the dynamic redistribution of ligand-receptor pairs during T cell activation.

## Linked entities

- **Proteins:** CD58 (CD58 molecule), Tcr (Third chromosome alpha methyl dopa-resistant), CD274 (CD274 molecule), ICOSLG (inducible T cell costimulator ligand), CD80 (CD80 molecule), CD86 (CD86 molecule)

## Full-text entities

- **Genes:** CD86 (CD86 molecule) [NCBI Gene 942] {aka B7-2, B7.2, B70, BU63, CD28LG2, CD86 v6}, CD58 (CD58 molecule) [NCBI Gene 965] {aka LFA-3, LFA3, ag3}, CD80 (CD80 molecule) [NCBI Gene 941] {aka B7, B7-1, B7.1, BB1, CD28LG, CD28LG1}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, TRBV20OR9-2 (T cell receptor beta variable 20/OR9-2 (non-functional)) [NCBI Gene 6962] {aka CDR3, TCRBV20S2, TCRBV2O, TCRBV2S2O}, ICOSLG (inducible T cell costimulator ligand) [NCBI Gene 23308] {aka B7-H2, B7H2, B7RP-1, B7RP1, B7h, CD275}, CD274 (CD274 molecule) [NCBI Gene 29126] {aka ADMIO5, B7-H, B7H1, PD-L1, PDCD1L1, PDCD1LG1}
- **Chemicals:** lipid (MESH:D008055)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12996124/full.md

## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12996124/full.md

## References

31 references — full list in the complete paper: https://tomesphere.com/paper/PMC12996124/full.md

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Source: https://tomesphere.com/paper/PMC12996124