Acquisition of discrete immune suppressive barriers contributes to the initiation and progression of preinvasive to invasive human lung cancer.
Liron YoffeiD, Bhavneet BhinderiD, Sung Wook KangiD, Haoran ZhangiD, Arshdeep SinghiD, Hiranmayi RavichandraniD, Geoffrey J. MarkowitziD, Mitchell Martin, Junbum KimiD, Chen ZhangiD, Olivier ElementoiD, Wesley TanseyiD, Stewart Bates, Timothy E. McGrawiD, Alain BorczukiD, Hyun‐Sung LeeiD, Nasser Khaled AltorkiiD, Vivek MittaliD
Abstract
Computerized chest tomography (CT)-guided screening in populations at risk for lung cancer has increased the detection of preinvasive subsolid nodules, which progress to solid invasive adenocarcinoma. Despite the clinical significance, there is a lack of effective therapies for intercepting the progression of preinvasive to invasive adenocarcinoma. To uncover determinants of early disease emergence and progression, we used integrated single-cell approaches, including scRNA-seq, multiplexed imaging mass cytometry and spatial transcriptomics, to construct the first high-resolution map of the composition, lineage/functional states, developmental trajectories and multicellular crosstalk networks from microdissected non-solid (preinvasive) and solid compartments (invasive) of individual part-solid nodules. We found that early disease initiation and subsequent progression are associated with the evolution of immune-suppressive cellular phenotypes characterized by decreased cytotoxic CD8 T and NK cells, increased T cell exhaustion and accumulation of immunosuppressive regulatory T cells (Tregs) and M2-like macrophages expressing TREM2. Within Tregs, we identified a unique population of 4-1BB+ Treg subset enriched for the IL2-STAT5 suppressive pathway with transcription profiles supporting discrete metabolic alterations. Spatial analysis showed increased density of suppressive immune cells around tumor cells, increased exhaustion phenotype of both CD4 and CD8 T cells expressing chemokine CXCL13, and spatial micro-complex of endothelial and lymphocyte interactions within tertiary lymphoid structures. The single-cell architecture identifies determinants of early disease emergence and progression, which may be developed not only as diagnostic/prognostic biomarkers but also as targets for disease interception. Additionally, our dataset constitutes a valuable resource for the preinvasive lung cancer research community.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 3
- 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
- Evolution of immune escape mechanisms in the progression from preinvasive to invasive human lung adenocarcinoma.
N. K. Altorki, A. C. Borczuk, … T. E. McGraw·bioRxiv·Apr 17, 2020
- Immune evolution from preneoplasia to invasive lung adenocarcinomas and underlying molecular features
Hitoshi Dejima, Xin Yang Hu, … Jianjun J. Zhang·Nature CommunicationsPeer-reviewed·May 11, 2021
- Immune surveillance in clinical regression of pre-invasive squamous cell lung cancer
A. Pennycuick, V. H. Teixeira, … S. M. Janes·bioRxiv·Nov 10, 2019
- Single-cell characterization of subsolid and solid lesions in the lung adenocarcinoma spectrum
J. Yanagawa, L. M. Tran, … S. M. Dubinett·bioRxiv·Dec 25, 2020
- TNF-mediated myeloid-instructed CD14+CD4+ T cells within the tumor microenvironment are associated with poor survival in non-small cell lung cancer.
Claire Marceaux, Ilariya Tarasova, … Marie-Liesse Asselin-Labat·Cell Reports MedicinePeer-reviewed·Feb 1, 2026
- Spatially Organized Tertiary Lymphoid Structures Emerge in Small Cell Lung Cancer and Associate with Improved Survival
Yingying Cao, Michael Nirula, … Anish Thomas·bioRxiv·Aug 11, 2026