TY - JOUR
T1 - RNA-seq and Single-Cell Transcriptome Analyses of TRAIL Receptors Gene Expression in Human Osteosarcoma Cells and Tissues
AU - Feng, Wenyu
AU - Lin, Haiyingjie
AU - Rothzerg, Emel
AU - Song, Dezhi
AU - Zhao, Wenxiang
AU - Ning, Tingting
AU - Wei, Qingjun
AU - Zhao, Jinmin
AU - Wood, David
AU - Liu, Yun
AU - Xu, Jiake
N1 - Funding Information:
The author(s) disclosed receipt of the following financial support for the research, authorship and/or publication of this article: It is partly supported by Sock it to Sarcoma. DS and YL were visiting scholars to the University of Western Australia. HL is sponsored by the China Scholarship Council. This work was also supported by the Youth Science Foundation of Guangxi Medical University (grant number: GXMUYSF202313).
Funding Information:
The author(s) disclosed receipt of the following financial support for the research, authorship and/or publication of this article: It is partly supported by Sock it to Sarcoma. DS and YL were visiting scholars to the University of Western Australia. HL is sponsored by the China Scholarship Council. This work was also supported by the Youth Science Foundation of Guangxi Medical University (grant number: GXMUYSF202313).
Publisher Copyright:
© The Author(s) 2023.
PY - 2023/1/1
Y1 - 2023/1/1
N2 - Osteosarcoma (OS) is the most common primary cancer in the skeletal system, characterized by a high incidence of lung metastasis, local recurrence and death. Systemic treatment of this aggressive cancer has not improved significantly since the introduction of chemotherapy regimens, underscoring a critical need for new treatment strategies. TRAIL receptors have long been proposed to be therapeutic targets for cancer treatment, but their role in osteosarcoma remains unclear. In this study, we investigated the expression profile of four TRAIL receptors in human OS cells using total RNA-seq and single-cell RNA-seq (scRNA-seq). The results revealed that TNFRSF10B and TNFRSF10D but not TNFRSF10A and TNFRSF10C are differentially expressed in human OS cells as compared to normal cells. At the single cell level by scRNA-seq analyses, TNFRSF10B, TNFRSF10D, TNFRSF10A and TNFRSF10C are most abundantly expressed in endothelial cells of OS tissues among nine distinct cell clusters. Notably, in osteoblastic OS cells, TNFRSF10B is most abundantly expressed, followed by TNFRSF10D, TNFRSF10A and TNFRSF10C. Similarly, in an OS cell line U2-OS using RNA-seq, TNFRSF10B is most abundantly expressed, followed by TNFRSF10D, TNFRSF10A and TNFRSF10C. According to the TARGET online database, poor patient outcomes were associated with low expression of TNFRSF10C. These results could provide a new perspective to design novel therapeutic targets of TRAIL receptors for the diagnosis, prognosis and treatment of OS and other cancers.
AB - Osteosarcoma (OS) is the most common primary cancer in the skeletal system, characterized by a high incidence of lung metastasis, local recurrence and death. Systemic treatment of this aggressive cancer has not improved significantly since the introduction of chemotherapy regimens, underscoring a critical need for new treatment strategies. TRAIL receptors have long been proposed to be therapeutic targets for cancer treatment, but their role in osteosarcoma remains unclear. In this study, we investigated the expression profile of four TRAIL receptors in human OS cells using total RNA-seq and single-cell RNA-seq (scRNA-seq). The results revealed that TNFRSF10B and TNFRSF10D but not TNFRSF10A and TNFRSF10C are differentially expressed in human OS cells as compared to normal cells. At the single cell level by scRNA-seq analyses, TNFRSF10B, TNFRSF10D, TNFRSF10A and TNFRSF10C are most abundantly expressed in endothelial cells of OS tissues among nine distinct cell clusters. Notably, in osteoblastic OS cells, TNFRSF10B is most abundantly expressed, followed by TNFRSF10D, TNFRSF10A and TNFRSF10C. Similarly, in an OS cell line U2-OS using RNA-seq, TNFRSF10B is most abundantly expressed, followed by TNFRSF10D, TNFRSF10A and TNFRSF10C. According to the TARGET online database, poor patient outcomes were associated with low expression of TNFRSF10C. These results could provide a new perspective to design novel therapeutic targets of TRAIL receptors for the diagnosis, prognosis and treatment of OS and other cancers.
KW - bioinformatics
KW - gene expression
KW - osteosarcoma
KW - scRNA-seq
KW - TRAIL receptor
UR - http://www.scopus.com/inward/record.url?scp=85153608276&partnerID=8YFLogxK
U2 - 10.1177/11769351231161478
DO - 10.1177/11769351231161478
M3 - Article
C2 - 37101729
AN - SCOPUS:85153608276
SN - 1176-9351
VL - 22
JO - Cancer Informatics
JF - Cancer Informatics
ER -