bioRxivCancer Biology
Lymphocyte networks are dynamic cellular communities in the immunoregulatory landscape of lung adenocarcinoma
G. Gaglia, M. Burger, C. C. Ritch, D. Rammos, Y. Dai, G. E. Crossland, S. Z. Tavana, S. Warchol, A. M. Jaeger, S. Naranjo, S. Coy, A. Johnson, R. Krueger, J.-R. Lin, H. Pfister, P. K. Sorger, T. Jacks, S. Santagata
Abstract
Lymphocytes play a key role in immune surveillance of tumors, but our understanding of the spatial organization and physical interactions that facilitate lymphocyte anti-cancer functions is limited. Here, we used multiplexed imaging, quantitative spatial analysis, and machine learning to create high-definition maps of tumor-bearing lung tissues from a Kras/p53 (KP) mouse model and human resections. Networks of directly interacting lymphocytes ( lymphonets) emerge as a distinctive feature of the anti-cancer immune response. Lymphonets nucleate from small T-cell clusters and incorporate B cells with increasing size. CXCR3-mediated trafficking modulates lymphonet size and number, but neoantigen expression directs intratumoral localization. Lymphonets preferentially harbor TCF1+/PD1+ progenitor CD8 T cells involved in responses to immune checkpoint blockade (ICB). Upon treatment of mice with ICB therapy or a neoantigen-targeted vaccine, lymphonets retain progenitor and gain cytotoxic CD8 T-cell populations, likely via progenitor differentiation. These data show that lymphonets create a spatial environment supportive of CD8 T-cell anti-tumor responses.
- organism: mouse
- organism: human
- assay: imaging
- research focus: cell-cell communication
- research focus: spatial domain detection
- approach: machine learning (classical)
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
- Tumor-specific draining lymph node CD8 T cells orchestrate an anti-tumor response to neoadjuvant PD-1 immune checkpoint blockade
Rachel Honigsberg, Tatiana Cruz, … Jonathan Villena‐Vargas·bioRxiv·Apr 27, 2025
- Spatial analysis of human lung cancer reveals organized immune hubs enriched for stem-like CD8 T cells and associated with immunotherapy response
J. H. Chen, L. T. Nieman, … N. Hacohen·bioRxiv·Apr 4, 2023
- Distant lymph nodes compensate for resected tumor-draining lymph nodes during cancer immunotherapy
L. Menzel, H. Zhou, … T. P. Padera·bioRxiv·Sep 19, 2023
- Dynamic CD8+ T cell responses to cancer immunotherapy in human regional lymph nodes are disrupted by metastasis
M. K. Rahim, T. L. H. Okholm, … M. H. Spitzer·bioRxiv·Nov 8, 2022
- Specific dendritic cells spatial organization is associated to ICB Response in Non Small Cell Lung Cancer (NSCLC)
Élisa Gobbini, Pierre Duplouye, … Jenny Valladeau‐Guilemond·bioRxiv·May 7, 2026
- CXCL9-Dependent Immune Networks of Spontaneous Tertiary Lymphoid Structures in a Murine Subcutaneous Tumor Model
Raymond Z. Qin, Hanna Abberger, … Joanna R. Groom·bioRxiv·Oct 18, 2026