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Integration of scRNA and bulk RNA-sequence to construct the 5-gene molecular prognostic model based on the heterogeneity of thyroid carcinoma endothelial cell.

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Acta biochimica et biophysica Sinica 2024 Vol.56(2) p. 255-269
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Ni Z, Cong S, Li H, Liu J, Zhang Q, Wei C, Pan G, He H, Liu W, Mao A

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Thyroid cancer (TC) is a kind of cancer with high heterogeneity, which leads to significant difference in prognosis.

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APA Ni Z, Cong S, et al. (2024). Integration of scRNA and bulk RNA-sequence to construct the 5-gene molecular prognostic model based on the heterogeneity of thyroid carcinoma endothelial cell.. Acta biochimica et biophysica Sinica, 56(2), 255-269. https://doi.org/10.3724/abbs.2023254
MLA Ni Z, et al.. "Integration of scRNA and bulk RNA-sequence to construct the 5-gene molecular prognostic model based on the heterogeneity of thyroid carcinoma endothelial cell.." Acta biochimica et biophysica Sinica, vol. 56, no. 2, 2024, pp. 255-269.
PMID 38186223

Abstract

Thyroid cancer (TC) is a kind of cancer with high heterogeneity, which leads to significant difference in prognosis. The prognostic molecular processes are not well understood. Cancer cells and tumor microenvironment (TME) cells jointly determine the heterogeneity. However, quite a little attention was paid to cells in the TME in the past years. In this study, we not only reveal that endothelial cells (ECs) are strongly associated with the progress of papillary thyroid cancer (PTC) using single-cell RNA-seq (scRNA-seq) data downloaded from Gene Expression Omnibus (GEO) and WGCNA, but also screen 5 crucial genes of ECs: , , , , and . Furthermore, the 5-gene molecular prognostic model is constructed, which can predict how well a patient will do on PD-L1 blockade immunotherapy for TC and evaluate prognosis. Quantitative real-time polymerase chain reaction (qRT-PCR) analysis demonstrates that PLAT is decreased in TC and the increase of PLAT can restrain the migratory capacity of TC cells. Meanwhile, in TC cells, PLAT suppresses VEGFa/VEGFR2-mediated human umbilical vascular endothelial cell (HUVEC) proliferation and tube formation. Totally, we construct the 5-gene molecular prognostic model from the perspective of EC and provide a new idea for immunotherapy of TC.

MeSH Terms

Humans; Endothelial Cells; RNA, Small Cytoplasmic; Prognosis; Thyroid Neoplasms; RNA; Single-Cell Analysis; Tumor Microenvironment

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