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Zhang J, Lu T, Lu S, Ma S, Han D, Zhang K, Xu C, Liu S, Gan L, Wu X, Yang F, Wen W, Qin W. Single-cell analysis of multiple cancer types reveals differences in endothelial cells between tumors and normal tissues. Comput Struct Biotechnol J 2022; 21:665-676. [PMID: 36659929 PMCID: PMC9826920 DOI: 10.1016/j.csbj.2022.12.049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 12/28/2022] [Accepted: 12/29/2022] [Indexed: 12/31/2022] Open
Abstract
Endothelial cells (ECs) play an important role in tumor progression. Currently, the main target of anti-angiogenic therapy is the vascular endothelial growth factor (VEGF) pathway. Some patients do benefit from anti-VEGF/VEGFR therapy; however, a large number of patients do not have response or acquire drug resistance after treatment. Moreover, anti-VEGF/VEGFR therapy may lead to nephrotoxicity and cardiovascular-related side effects due to its action on normal ECs. Therefore, it is necessary to identify targets that are specific to tumor ECs and could be applied to various cancer types. We integrated single-cell RNA sequencing data from six cancer types and constructed a multi-cancer EC atlas to decode the characteristic of tumor ECs. We found that tip-like ECs mainly exist in tumor tissues but barely exist in normal tissues. Tip-like ECs are involved in the promotion of tumor angiogenesis and inhibition on anti-tumor immune responses. Moreover, tumor cells, myeloid cells, and pericytes are the main sources of pro-angiogenic factors. High proportion of tip-like ECs is associated with poor prognosis in multiple cancer types. We also identified that prostate-specific membrane antigen (PSMA) is a specific marker for tip-like ECs in all the cancer types we studied. In summary, we demonstrate that tip-like ECs are the main differential EC subcluster between tumors and normal tissues. Tip-like ECs may promote tumor progression through promoting angiogenesis while inhibiting anti-tumor immune responses. PSMA was a specific marker for tip-like ECs, which could be used as a potential target for the diagnosis and treatment of non-prostate cancers.
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Key Words
- BRCA, Breast invasive carcinoma
- CESC, Cervical squamous cell carcinoma and endocervical adenocarcinoma
- CRC, Colorectal cancer
- ECs, Endothelial cells
- Endothelial cells
- GC, Gastric cancer
- HNSC, Head and Neck squamous cell carcinoma
- KICH, Kidney chromophobe
- KIRC, Kidney renal clear cell carcinoma
- KIRP, Kidney renal papillary cell carcinoma
- LC, Lung cancer
- LIHC, Liver hepatocellular carcinoma
- LUAD, Lung adenocarcinoma
- LUSC, Lung squamous cell carcinoma
- OV, Ovarian serous cystadenocarcinoma
- OVC, Ovarian cancer
- PAAD, Pancreatic adenocarcinoma
- PDAC, Pancreatic ductal adenocarcinoma
- PRAD, Prostate adenocarcinoma
- PSMA, Prostate-specific membrane antigen
- RCC, Renal cell carcinoma
- READ, Rectum adenocarcinoma
- STAD, Stomach adenocarcinoma
- Single-cell RNA sequencing
- TME, Tumor microenvironment
- Tumor microenvironment
- VEGF, Vascular endothelial growth factor
- scRNA-seq, Single-cell RNA sequencing
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Affiliation(s)
- Jiayu Zhang
- Department of Urology, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Tong Lu
- Department of Urology, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Shiqi Lu
- Institute of Medical Research, Northwestern Polytechnical University, Xi’an, China
| | - Shuaijun Ma
- Department of Urology, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Donghui Han
- Department of Urology, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Keying Zhang
- Department of Urology, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Chao Xu
- Department of Urology, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Shaojie Liu
- Department of Urology, Xijing Hospital, Air Force Medical University, Xi’an, China
| | - Lunbiao Gan
- Institute of Medical Research, Northwestern Polytechnical University, Xi’an, China
| | - Xinjie Wu
- Institute of Medical Research, Northwestern Polytechnical University, Xi’an, China
| | - Fa Yang
- Department of Urology, Xijing Hospital, Air Force Medical University, Xi’an, China,Correspondence to: Department of Urology, Xijing Hospital, Air Force Medical University, 127 Changle West Road, Xi'an, China.
| | - Weihong Wen
- Institute of Medical Research, Northwestern Polytechnical University, Xi’an, China,Correspondence to: Institute of Medical Research, Northwestern Polytechnical University, 127 West Youyi Road, Xi'an, China.
| | - Weijun Qin
- Department of Urology, Xijing Hospital, Air Force Medical University, Xi’an, China,Correspondence to: Department of Urology, Xijing Hospital, Air Force Medical University, 127 Changle West Road, Xi'an, China.
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Wang Q, Liu W, Fan J, Guo J, Shen F, Ma Z, Ruan C, Guo L, Jiang M, Zhao Y. von Willebrand factor promotes platelet-induced metastasis of osteosarcoma through activation of the VWF-GPIb axis. J Bone Oncol 2020; 25:100325. [PMID: 33101888 PMCID: PMC7569326 DOI: 10.1016/j.jbo.2020.100325] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 09/01/2020] [Accepted: 09/21/2020] [Indexed: 11/25/2022] Open
Abstract
Immunohistochemistry results directly show VWF is increased during tumor progression. VWF is expressed as low molecular weight multimer in OS cell line SAOS2. VWF promotes platelet-induced metastasis of OS through VWF-GPIb pathway.
von Willebrand factor (VWF) is exclusively expressed in endothelial cells (ECs) and megakaryocytes, which plays a crucial role in the initiation of arterial thrombosis. Recent studies have shown that VWF is also expressed in osteosarcoma (OS) cells and participates in adhesion of cancer cells to platelets, thus promoting metastasis of OS cells. However, it is unclear how OS cell-derived VWF-platelet interaction contributes to the metastasis of OS. We hypothesized that the interaction is mediated by the binding between VWF A1 and GPIbα of platelets, a molecular mechanism similar to that of thrombosis. The increased expression of VWF in SAOS2 cells may contribute to the enhancement of platelet adhesion through the VWF-GPIb pathway, which could promote the migration and invasion capacities of SAOS2 cells in vitro. Antibodies that block the pathway could significantly inhibit the platelet-induced metastasis of OS cells. Our results suggest a theoretical basis for the development of new anti-OS metastasis drugs, and further enrich the mechanism of OS metastasis.
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Key Words
- CFSE, 5-(6)-carboxyfluorescein succinimidyl ester
- ECs, Endothelial cells
- ELISA, Enzyme-linked immunosorbent assay
- FBS, Fetal bovine serum
- FITC, Fluorescein isothiocyanate
- GPIb, Glycoprotein Ib
- H&E, Hematoxylin and eosin
- Metastasis
- OS, Osteosarcoma
- Osteosarcoma
- PFA, Paraformaldehyde
- PMA, Phorbol 12-myristate 13-acetate
- Platelet
- UL-VWF, Ultra-large multimer VWF
- VWF
- VWF, von Willebrand factor
- WPB, Weibel-Palade body
- mAb, Monoclonal antibody
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Affiliation(s)
- Q Wang
- Jiangsu Institute of Hematology, Key Laboratory of Thrombosis & Hemostasis of Ministry of Health, The First Affiliated Hospital of Soochow University, Suzhou 215006, China.,Pathology Department, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - W Liu
- Pathology Department, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - J Fan
- Stomatology Department, The Second Affiliated Hospital of Soochow University, Suzhou, 215004, China
| | - J Guo
- Orthopedics Department, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - F Shen
- Jiangsu Institute of Hematology, Key Laboratory of Thrombosis & Hemostasis of Ministry of Health, The First Affiliated Hospital of Soochow University, Suzhou 215006, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou 215006, China
| | - Z Ma
- Jiangsu Institute of Hematology, Key Laboratory of Thrombosis & Hemostasis of Ministry of Health, The First Affiliated Hospital of Soochow University, Suzhou 215006, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou 215006, China
| | - C Ruan
- Jiangsu Institute of Hematology, Key Laboratory of Thrombosis & Hemostasis of Ministry of Health, The First Affiliated Hospital of Soochow University, Suzhou 215006, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou 215006, China
| | - L Guo
- Pathology Department, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - M Jiang
- Jiangsu Institute of Hematology, Key Laboratory of Thrombosis & Hemostasis of Ministry of Health, The First Affiliated Hospital of Soochow University, Suzhou 215006, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou 215006, China
| | - Y Zhao
- Jiangsu Institute of Hematology, Key Laboratory of Thrombosis & Hemostasis of Ministry of Health, The First Affiliated Hospital of Soochow University, Suzhou 215006, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou 215006, China
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