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Single-cell RNA sequencing identifies extracellular matrix gene expression by pancreatic circulating tumor cells.

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.

SUBMITTER: Ting DT

PROVIDER: S-EPMC4230325 | biostudies-literature | 2014 Sep

REPOSITORIES: biostudies-literature

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Single-cell RNA sequencing identifies extracellular matrix gene expression by pancreatic circulating tumor cells.

Ting David T DT Wittner Ben S BS Ligorio Matteo M Vincent Jordan Nicole N Shah Ajay M AM Miyamoto David T DT Aceto Nicola N Bersani Francesca F Brannigan Brian W BW Xega Kristina K Ciciliano Jordan C JC Zhu Huili H MacKenzie Olivia C OC Trautwein Julie J Arora Kshitij S KS Shahid Mohammad M Ellis Haley L HL Qu Na N Bardeesy Nabeel N Rivera Miguel N MN Deshpande Vikram V Ferrone Cristina R CR Kapur Ravi R Ramaswamy Sridhar S Shioda Toshi T Toner Mehmet M Maheswaran Shyamala S Haber Daniel A DA

Cell reports 20140918 6

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-proli ...[more]

PMID: 25242334

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Project description:BACKGROUND:Extracellular vesicles (EVs) are nano-sized particles secreted by most cells. EVs carry nucleic acids that hold promise as potential biomarkers in various diseases. Human immunodeficiency virus type 1 (HIV) infects CD4+ T cells and induces immune dysfunction, inflammation, and EV secretion, but little is known about EV small RNA cargo in relation to immune dysregulation in HIV-infected individuals. Here, we characterize small RNA carried by circulating EVs in HIV-positive subjects on antiretroviral therapy (ART) relative to uninfected controls by next-generation RNA sequencing. RESULTS:Plasma EVs isolated from HIV-positive and HIV-negative subjects in test (n?=?24) and validation (n?=?16) cohorts were characterized by electron microscopy, nanoparticle tracking analysis, and immunoblotting for exosome markers. EVs were more abundant in plasma from HIV-positive compared to HIV-negative subjects. Small RNA sequencing of plasma EVs in the test cohort identified diverse small RNA species including miRNA, piRNA, snRNA, snoRNA, tRNA, and rRNA, with miRNA being the most abundant. A total of 351 different miRNAs were detected in plasma EVs, with the top 50 miRNAs accounting for 90% of all miRNA reads. miR-26a-5p was the most abundant miRNA, followed by miR-21-5p and miR-148-3p. qRT-PCR analysis showed that six miRNAs (miR-10a-5p, -?21-5p, -27b-3p, -?122-5p, -146a-5p, -?423-5p) were significantly increased in plasma EVs from HIV-positive compared to HIV-negative subjects in the validation cohort. Furthermore, miR-21-5p, -27b-3p, -146a-5p, and?-?423-5p correlated positively with metabolite markers of oxidative stress and negatively with anti-inflammatory polyunsaturated fatty acids. Over-representation and pathway enrichment analyses of miRNAs and their target genes predicted functional association with oxidative stress responses, interferon gamma signaling, Toll-like receptor signaling, TGF beta signaling, and Notch signaling. CONCLUSIONS:HIV-positive individuals on ART have increased abundance of circulating EVs carrying diverse small RNAs, with miRNAs being the most abundant. Several miRNAs associated with inflammation and oxidative stress are increased in circulating EVs of HIV-positive individuals, representing potential biomarkers of targetable pathways that contribute to disease pathogenesis.

Dataset Information

Single-cell RNA sequencing identifies extracellular matrix gene expression by pancreatic circulating tumor cells.

Publications

Single-cell RNA sequencing identifies extracellular matrix gene expression by pancreatic circulating tumor cells.

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