Cell of origin alters myeloid-mediated immunosuppression in lung adenocarcinoma
Yang, M.; Shulkin, N.; Gonzalez, E.; Castillo, J.; Yan, C.; Zhang, K.; Arvanitis, L.; Borok, Z.; Wallace, W. D.; Raz, D.; Torres, E. T. R.; Marconett, C. N.
Show abstract
Solid carcinomas are often highly heterogenous cancers, arising from multiple epithelial cells of origin. Yet, how the cell of origin influences the response of the tumor microenvironment is poorly understood. Lung adenocarcinoma (LUAD) arises in the distal alveolar epithelium which is populated primarily by alveolar epithelial type I (AT1) and type II (AT2) cells. It has been previously reported that Gramd2+ AT1 cells can give rise to a histologically-defined LUAD that is distinct in pathology and transcriptomic identity from that arising from Sftpc+ AT2 cells1,2. To determine how cells of origin influence the tumor immune microenvironment (TIME) landscape, we comprehensively characterized transcriptomic, molecular, and cellular states within the TIME of Gramd2+ AT1 and Sftpc+ AT2-derived LUAD using KRASG12D oncogenic driver mouse models. Myeloid cells within the Gramd2+AT1-derived LUAD TIME were increased, specifically, immunoreactive monocytes and tumor associated macrophages (TAMs). In contrast, the Sftpc+ AT2 LUAD TIME was enriched for Arginase-1+ myeloid derived suppressor cells (MDSC) and TAMs expressing profiles suggestive of immunosuppressive function. Validation of immune infiltration was performed using flow cytometry, and intercellular interaction analysis between the cells of origin and major myeloid cell populations indicated that cell-type specific markers SFTPD in AT2 cells and CAV1 in AT1 cells mediated unique interactions with myeloid cells of the differential immunosuppressive states within each cell of origin mouse model. Taken together, Gramd2+ AT1-derived LUAD presents with an anti-tumor, immunoreactive TIME, while the TIME of Sftpc+ AT2-derived LUAD has hallmarks of immunosuppression. This study suggests that LUAD cell of origin influences the composition and suppression status of the TIME landscape and may hold critical implications for patient response to immunotherapy.
Matching journals
The top 11 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Human and mouse transcriptome profiling identifies cross-species homology in pulmonary and lymph node mononuclear phagocytes 96%
- MAIT cells protect against sterile lung injury 96%
- Neoantigen Cancer Vaccines and Different Immune Checkpoint Therapies Each Utilize Both Converging and Distinct Mechanisms that in Combination Enable Synergistic Therapeutic Efficacy 95%
Similar papers in this journal
- Single-Cell RNA Sequencing Reveals the Effects of Chemotherapy on Human Pancreatic Adenocarcinoma and its Tumor Microenvironment 96%
- CDKN1A is a target for phagocytosis-mediated cellular immunotherapy in acute leukemia 96%
- Immunometabolic determinants of long-term response in leukemia patients receiving CD19 CAR T cell therapy 96%
Similar papers in this journal
- Tumor-educated Gr1+CD11b+ cells instigate breast cancer metastasis by twisting cancer cells plasticity via OSM/IL6-JAK signaling 96%
- Myeloid-mesenchymal crosstalk drives Arg1-dependent profibrotic metabolism via ornithine in lung fibrosis 94%
- Tumor cell-derived spermidine promotes a pro-tumorigenic immune microenvironment in glioblastoma via CD8+ T cell inhibition 94%
Similar papers in this journal
- Unveiling the influence of tumor and immune signatures on immune checkpoint therapy in advanced lung cancer 96%
- Patient-derived xenografts and single-cell sequencing identifies three subtypes of tumor-reactive lymphocytes in uveal melanoma metastases 96%
- Tongue immune compartment analysis reveals spatial macrophage heterogeneity 96%
Similar papers in this journal
- Holistic Characterization of Tumor Monocyte-to-Macrophage Differentiation Integrates Distinct Immune Phenotypes in Kidney Cancer 96%
- Microenvironmental correlates of immune checkpoint inhibitor response in human melanoma brain metastases revealed by T cell receptor and single-cell RNA sequencing 96%
- Clonal spreading of tumor-infiltrating T cells underlies the robust antitumor immune responses 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.