Single-cell RNA sequencing reveals gene expression signatures of breast cancer-associated endothelial cells.
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)
| 유형 | 영어 표현 | 한국어 / 풀이 | UMLS CUI | 출처 | 등장 |
|---|---|---|---|---|---|
| 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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