Single-cell RNA sequencing for the identification of early-stage lung cancer biomarkers from circulating blood
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作者:
Jinhong Kim
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机构:Dalhousie University,Department of Biochemistry and Molecular Biology, Faculty of Medicine
Jinhong Kim
Zhaolin Xu
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机构:Dalhousie University,Department of Biochemistry and Molecular Biology, Faculty of Medicine
Zhaolin Xu
Paola A. Marignani
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机构:Dalhousie University,Department of Biochemistry and Molecular Biology, Faculty of Medicine
Paola A. Marignani
机构:
[1] Dalhousie University,Department of Biochemistry and Molecular Biology, Faculty of Medicine
[2] Dalhousie University,Department of Pathology, Faculty of Medicine
来源:
npj Genomic Medicine
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6卷
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摘要:
Lung cancer accounts for more than half of the new cancers diagnosed world-wide with poor survival rates. Despite the development of chemical, radiological, and immunotherapies, many patients do not benefit from these therapies, as recurrence is common. We performed single-cell RNA-sequencing (scRNA-seq) analysis using Fluidigm C1 systems to characterize human lung cancer transcriptomes at single-cell resolution. Validation of scRNA-seq differentially expressed genes (DEGs) through quantitative real time-polymerase chain reaction (qRT-PCR) found a positive correlation in fold-change values between C-X-C motif chemokine ligand 1 (CXCL1) and 2 (CXCL2) compared with bulk-cell level in 34 primary lung adenocarcinomas (LUADs) from Stage I patients. Furthermore, we discovered an inverse correlation between chemokine mRNAs, miR-532-5p, and miR-1266-3p in early-stage primary LUADs. Specially, miR-532-5p was quantifiable in plasma from the corresponding LUADs. Collectively, we identified markers of early-stage lung cancer that were validated in primary lung tumors and circulating blood.
机构:
ShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China
Tongji Univ, Shanghai Pulm Hosp, Sch Life Sci & Technol, Dept Thorac Surg, Shanghai 200433, Peoples R ChinaShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China
He, Di
Wang, Di
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Tongji Univ, Shanghai Pulm Hosp, Sch Life Sci & Technol, Dept Thorac Surg, Shanghai 200433, Peoples R ChinaShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China
Wang, Di
Lu, Ping
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机构:
Tongji Univ, Tongji Hosp, Translat Ctr Stem Cell Res, Dept Regenerat Med,Sch Med, Shanghai 200065, Peoples R ChinaShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China
Lu, Ping
Yang, Nan
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机构:
Zhangjiang High Tech Pk Ltd, PharmaLegacy Labs Shanghai Co, Bldg 7,388 Jialilue Rd, Shanghai 201203, Peoples R ChinaShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China
Yang, Nan
Xue, Zhigang
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Tongji Univ, Tongji Hosp, Translat Ctr Stem Cell Res, Dept Regenerat Med,Sch Med, Shanghai 200065, Peoples R ChinaShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China
Xue, Zhigang
Zhu, Xianmin
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机构:
ShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China
Tongji Univ, Shanghai Pulm Hosp, Sch Life Sci & Technol, Dept Thorac Surg, Shanghai 200433, Peoples R ChinaShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China
Zhu, Xianmin
Zhang, Peng
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机构:
Tongji Univ, Shanghai Pulm Hosp, Sch Life Sci & Technol, Dept Thorac Surg, Shanghai 200433, Peoples R ChinaShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China
Zhang, Peng
Fan, Guoping
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机构:
ShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China
Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA 90095 USAShanghaiTech Univ, Shanghai Inst Adv Immunochem Studies, Shanghai 201210, Peoples R China