Ontology highlight
ABSTRACT: Background
Tumors comprise a complex microenvironment of interacting malignant and stromal cell types. Much of our understanding of the tumor microenvironment comes from in vitro studies isolating the interactions between malignant cells and a single stromal cell type, often along a single pathway.Result
To develop a deeper understanding of the interactions between cells within human lung tumors, we perform RNA-seq profiling of flow-sorted malignant cells, endothelial cells, immune cells, fibroblasts, and bulk cells from freshly resected human primary non-small-cell lung tumors. We map the cell-specific differential expression of prognostically associated secreted factors and cell surface genes, and computationally reconstruct cross-talk between these cell types to generate a novel resource called the Lung Tumor Microenvironment Interactome (LTMI). Using this resource, we identify and validate a prognostically unfavorable influence of Gremlin-1 production by fibroblasts on proliferation of malignant lung adenocarcinoma cells. We also find a prognostically favorable association between infiltration of mast cells and less aggressive tumor cell behavior.Conclusion
These results illustrate the utility of the LTMI as a resource for generating hypotheses concerning tumor-microenvironment interactions that may have prognostic and therapeutic relevance.
SUBMITTER: Gentles AJ
PROVIDER: S-EPMC7206807 | biostudies-literature | 2020 May
REPOSITORIES: biostudies-literature
Gentles Andrew J AJ Hui Angela Bik-Yu AB Feng Weiguo W Azizi Armon A Nair Ramesh V RV Bouchard Gina G Knowles David A DA Yu Alice A Jeong Youngtae Y Bejnood Alborz A Forgó Erna E Varma Sushama S Xu Yue Y Kuong Amanda A Nair Viswam S VS West Rob R van de Rijn Matt M Hoang Chuong D CD Diehn Maximilian M Plevritis Sylvia K SK
Genome biology 20200507 1
<h4>Background</h4>Tumors comprise a complex microenvironment of interacting malignant and stromal cell types. Much of our understanding of the tumor microenvironment comes from in vitro studies isolating the interactions between malignant cells and a single stromal cell type, often along a single pathway.<h4>Result</h4>To develop a deeper understanding of the interactions between cells within human lung tumors, we perform RNA-seq profiling of flow-sorted malignant cells, endothelial cells, immu ...[more]