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Single-Cell RNA Sequencing Identifies Extracellular Matrix Gene Expression by Pancreatic Circulating Tumor Cells

Cell Reports · 2014 · Vol. 8(6) · pp. 1905–1918
David T. TingBen S. WittnerMatteo LigorioNicole Vincent JordanAjay M. ShahDavid T. MiyamotoNicola AcetoFrancesca BersaniBrian W. BranniganKristina XegaJordan C. CicilianoHuili ZhuOlivia MackenzieJulie TrautweinKshitij S. AroraMohd ShahidHaley EllisNa QuNabeel BardeesyMiguel N. RiveraVikram DeshpandeCristina R. FerroneRavi KapurSridhar RamaswamyToshi ShiodaMehmet TonerShyamala MaheswaranDaniel A. Haber

Abstract

Circulating tumor cells (CTCs) are shed from primary tumors into the bloodstream, mediating the hematogenous spread of cancer to distant organs. To define their composition, we compared genome-wide expression profiles of CTCs with matched primary tumors in a mouse model of pancreatic cancer, isolating individual CTCs using epitope-independent microfluidic capture, followed by single-cell RNA sequencing. CTCs clustered separately from primary tumors and tumor-derived cell lines, showing low-proliferative signatures, enrichment for the stem-cell-associated gene Aldh1a2, biphenotypic expression of epithelial and mesenchymal markers, and expression of Igfbp5, a gene transcript enriched at the epithelial-stromal interface. Mouse as well as human pancreatic CTCs exhibit a very high expression of stromal-derived extracellular matrix (ECM) proteins, including SPARC, whose knockdown in cancer cells suppresses cell migration and invasiveness. The aberrant expression by CTCs of stromal ECM genes points to their contribution of microenvironmental signals for the spread of cancer to distant organs.

Pancreatic and Hepatic Oncology ResearchCancer Cells and MetastasisPhagocytosis and Immune RegulationExtracellular matrixGene expressionRNAGeneCell biologyBiologyExtracellularMolecular biologyGenetics

MeSH terms

Aldehyde Dehydrogenase 1 FamilyAnimalsCarrier ProteinsCell MovementExtracellular MatrixHumansNeoplastic Cells, CirculatingPancreatic NeoplasmsTumor Cells, CulturedOsteonectinGene Expression Regulation, NeoplasticSequence Analysis, RNARNA InterferenceRNA, Small InterferingRetinal Dehydrogenase

Funding

  • U.S. Department of Defense
  • Burroughs Wellcome Fund
  • Stand Up To Cancer
  • National Cancer Institute
  • National Institute of Biomedical Imaging and Bioengineering
Citations
539
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20.13
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55
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100%
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Cited by
EMT: 2016
Cell · 2016 · 4,367 citations
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