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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.
Afiliação
  • Gentles AJ; Department of Medicine (Biomedical Informatics Research), Stanford University, Stanford, CA, 94035, USA. andrewg@stanford.edu.
  • Hui AB; Department of Biomedical Data Science, Stanford University, Stanford, CA, 94035, USA. andrewg@stanford.edu.
  • Feng W; Cancer Institute, Stanford University, Stanford, CA, 94035, USA. andrewg@stanford.edu.
  • Azizi A; Cancer Institute, Stanford University, Stanford, CA, 94035, USA.
  • Nair RV; Department of Radiation Oncology, Stanford University, Stanford, USA.
  • Bouchard G; Stem Cell Institute, Stanford University, Stanford, USA.
  • Knowles DA; Translational Medicine Group, Abbvie, North Chicago, IL, 60064, USA.
  • Yu A; Department of Medicine (Biomedical Informatics Research), Stanford University, Stanford, CA, 94035, USA.
  • Jeong Y; Cancer Institute, Stanford University, Stanford, CA, 94035, USA.
  • Bejnood A; Stanford Center for Genomics and Personalized Medicine, Stanford, USA.
  • Forgó E; Department of Radiology, Stanford University, Stanford, USA.
  • Varma S; Department of Radiology, Stanford University, Stanford, USA.
  • Xu Y; Department of Computer Science, Columbia University, New York, USA.
  • Kuong A; Department of Medicine (Biomedical Informatics Research), Stanford University, Stanford, CA, 94035, USA.
  • Nair VS; Cancer Institute, Stanford University, Stanford, CA, 94035, USA.
  • West R; Department of Radiation Oncology, Stanford University, Stanford, USA.
  • van de Rijn M; Stem Cell Institute, Stanford University, Stanford, USA.
  • Hoang CD; Department of New Biology, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, South Korea.
  • Diehn M; Department of Radiology, Stanford University, Stanford, USA.
  • Plevritis SK; Broad Institute of MIT and Harvard, Cambridge, USA.
Genome Biol ; 21(1): 107, 2020 05 07.
Article em En | MEDLINE | ID: mdl-32381040
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.
Assuntos

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Comunicação Celular / Carcinoma Pulmonar de Células não Pequenas / Receptor Cross-Talk / Microambiente Tumoral / Neoplasias Pulmonares Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2020 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Comunicação Celular / Carcinoma Pulmonar de Células não Pequenas / Receptor Cross-Talk / Microambiente Tumoral / Neoplasias Pulmonares Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2020 Tipo de documento: Article