Bruno F. Matuck, Khoa L.A. Huynh, Diana Pereira, Quinn T. Easter, XiuYu Zhang, Meik Kunz, Nikhil M Kumar, Aditya Pratapa, Brittany T. Rupp, Ameer Ghodke, Alexander V. Predeus, Alexandre Moreira Fernandes, Lili Szabó, Stefan Hartmann, Nadja Harnischfeger, Zohreh Khavandgar, Margaret Beach, Paola Perez, Benedikt S. Nilges, María Marcianes Moreno, Kang I. Ko, Rohit Kumar Singh, Purushothama Rao Tata, Sarah A. Teichmann, Adam J. Kimple, Sarah Pringle, Kai Kretzschmar, Blake M. Warner, Inês Sequeira, Jinze Liu, Kevin M. Byrd
fibroblasts and predicted spatial engagement with T cells at tertiary lymphoid structures. Together, this atlas identifies fibroblasts as central regulators of structural immunity and provides a scalable framework to target stromal-immune interactions across barrier organs.