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A human lung tumor microenvironment interactome identifies clinically relevant cell-type cross-talk
- Gentles, Andrew J;
- Hui, Angela Bik-Yu;
- Feng, Weiguo;
- Azizi, Armon;
- Nair, Ramesh V;
- Bouchard, Gina;
- Knowles, David A;
- Yu, Alice;
- Jeong, Youngtae;
- Bejnood, Alborz;
- Forgó, Erna;
- Varma, Sushama;
- Xu, Yue;
- Kuong, Amanda;
- Nair, Viswam S;
- West, Rob;
- van de Rijn, Matt;
- Hoang, Chuong D;
- Diehn, Maximilian;
- Plevritis, Sylvia K
Published Web Location
https://doi.org/10.1186/s13059-020-02019-xAbstract
BackgroundTumors 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.ResultTo 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.ConclusionThese results illustrate the utility of the LTMI as a resource for generating hypotheses concerning tumor-microenvironment interactions that may have prognostic and therapeutic relevance.
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