Single-cell RNA sequencing reveals gene expression signatures of breast cancer-associated endothelial cells.

Oncotarget 2018 Vol.9(13) p. 10945-10961

Sun Z, Wang CY, Lawson DA, Kwek S, Velozo HG, Owyong M, Lai MD, Fong L, Wilson M, Su H, Werb Z, Cooke DL

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Abstract

Tumor endothelial cells (TEC) play an indispensible role in tumor growth and metastasis although much of the detailed mechanism still remains elusive. In this study we characterized and compared the global gene expression profiles of TECs and control ECs isolated from human breast cancerous tissues and reduction mammoplasty tissues respectively by single cell RNA sequencing (scRNA-seq). Based on the qualified scRNA-seq libraries that we made, we found that 1302 genes were differentially expressed between these two EC phenotypes. Both principal component analysis (PCA) and heat map-based hierarchical clustering separated the cancerous versus control ECs as two distinctive clusters, and MetaCore disease biomarker analysis indicated that these differentially expressed genes are highly correlated with breast neoplasm diseases. Gene Set Enrichment Analysis software (GSEA) enriched these genes to extracellular matrix (ECM) signal pathways and highlighted 127 ECM-associated genes. External validation verified some of these ECM-associated genes are not only generally overexpressed in various cancer tissues but also specifically overexpressed in colorectal cancer ECs and lymphoma ECs. In conclusion, our data demonstrated that ECM-associated genes play pivotal roles in breast cancer EC biology and some of them could serve as potential TEC biomarkers for various cancers.

추출된 의학 개체 (NER)

유형영어 표현한국어 / 풀이UMLS CUI출처등장
해부 breast 유방 dict 4
시술 reduction mammoplasty 유방성형술 dict 1
해부 Single-cell scispacy 1
해부 Tumor endothelial cells scispacy 1
해부 TECs scispacy 1
해부 ECs scispacy 1
해부 tissues scispacy 1
해부 cell scispacy 1
해부 extracellular matrix scispacy 1
해부 ECM → extracellular matrix scispacy 1
해부 cancer tissues scispacy 1
해부 lymphoma ECs scispacy 1
약물 TEC → Tumor endothelial cells C0225336
Endothelial Cells
scispacy 1
질환 Tumor C0027651
Neoplasms
scispacy 1
질환 breast neoplasm diseases scispacy 1
질환 cancer C0006826
Malignant Neoplasms
scispacy 1
질환 colorectal cancer C0009402
Colorectal Carcinoma
scispacy 1
질환 breast cancer C0006142
Malignant neoplasm of breast
scispacy 1
질환 cancers C0006826
Malignant Neoplasms
scispacy 1
질환 breast cancer-associated endothelial cells scispacy 1
질환 TEC → Tumor endothelial cells scispacy 1
질환 scRNA-seq → single cell RNA sequencing scispacy 1
질환 cancerous scispacy 1
질환 breast neoplasm scispacy 1
질환 colorectal cancer ECs scispacy 1
질환 breast cancer EC scispacy 1
기타 human breast cancerous tissues scispacy 1
기타 MetaCore scispacy 1
기타 ECM-associated scispacy 1

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