Exosomal miRNAs (exo-miRNAs) have arisen as novel diagnostic biomarkers for various cancers. However, few reports on exo-miRNAs related to bone metastasis (BM) in lung cancer exist. This study aims to screen out key exo-miRNAs and estimate their prognostic values for predicting BM in lung cancer. The differentially expressed exo-miRNAs between the highly-metastatic (95D) and lowly-metastatic (A549) human lung cancer cell lines were comprehensively analyzed using high-throughput sequencing followed by bioinformatic analyses. 29 candidate exo-miRNAs were identified, and 101 BM-related target genes were predicted. Enrichment analysis revealed that these target genes were mainly involved in regulating transcription and pathways in cancer. An exosomal miRNA-mRNA regulatory network consisting of 7 key miRNAs and 10 hub genes was constructed. Further function analysis indicated that these 10 hub genes were mainly enriched in regulating cancer's apoptosis and central carbon metabolism. The survival analysis indicated that 7 of 10 hub genes were closely related to prognosis. Mutation analysis showed that lung cancer patients presented certain genetic alterations in the 7 real hub genes. GSEA for a single hub gene suggested that 6 of 7 real hub genes had close associations with lung cancer development. Finally, ROC analysis revealed that hsa-miR-151a-3p and hsa-miR-877-5p provided high diagnostic accuracy in discriminating patients with bone metastasis (BM+) from patients without bone metastasis (BM-). These findings provided a comprehensive analysis of exo-miRNAs and target genes in the regulatory network of BM in lung cancer. In particular, hsa-miR-151a-3p and hsa-miR-877-5p may be novel biomarkers for predicting BM in lung cancer.
机构:
Weston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, EnglandWeston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, England
Coleman, R.
Body, J. J.
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h-index: 0
机构:
Univ Libre Bruxelles, CHU Brugmann, Brussels, BelgiumWeston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, England
Body, J. J.
Aapro, M.
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h-index: 0
机构:
Multidisciplinary Oncol Inst, Genolier, SwitzerlandWeston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, England
Aapro, M.
Hadji, P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Marburg, Dept Gynecol Endocrinol & Oncol, Marburg, GermanyWeston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, England
Hadji, P.
Herrstedt, J.
论文数: 0引用数: 0
h-index: 0
机构:
Odense Univ Hosp, Dept Oncol, DK-5000 Odense, DenmarkWeston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, England
机构:
Ohio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Ohio State Univ, Ctr Comprehens Canc, Columbus, OH 43210 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Distefano, Rosario
Nigita, Giovanni
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Ohio State Univ, Ctr Comprehens Canc, Columbus, OH 43210 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Nigita, Giovanni
Le, Patricia
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Div Pulm Dis & Crit Care Med, Med Coll Virginia Campus, Richmond, VA 23298 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Le, Patricia
Romano, Giulia
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Div Pulm Dis & Crit Care Med, Med Coll Virginia Campus, Richmond, VA 23298 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Romano, Giulia
Acunzo, Mario
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Div Pulm Dis & Crit Care Med, Med Coll Virginia Campus, Richmond, VA 23298 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Acunzo, Mario
Nana-Sinkam, Patrick
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Div Pulm Dis & Crit Care Med, Med Coll Virginia Campus, Richmond, VA 23298 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Gao, Jianjiong
Aksoy, Buelent Arman
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Aksoy, Buelent Arman
Dogrusoz, Ugur
论文数: 0引用数: 0
h-index: 0
机构:
Bilkent Univ, Dept Comp Engn, TR-06800 Ankara, TurkeyMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Dogrusoz, Ugur
Dresdner, Gideon
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Dresdner, Gideon
Gross, Benjamin
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Gross, Benjamin
Sumer, S. Onur
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Sumer, S. Onur
Sun, Yichao
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Sun, Yichao
Jacobsen, Anders
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Jacobsen, Anders
Sinha, Rileen
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Sinha, Rileen
Larsson, Erik
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gothenburg, Dept Med Biochem & Cell Biol, Inst Biomed, S-40530 Gothenburg, SwedenMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Larsson, Erik
Cerami, Ethan
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Blueprint Med, Cambridge, MA 02142 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Cerami, Ethan
Sander, Chris
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Sander, Chris
Schultz, Nikolaus
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
机构:
Weston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, EnglandWeston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, England
Coleman, R.
Body, J. J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Libre Bruxelles, CHU Brugmann, Brussels, BelgiumWeston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, England
Body, J. J.
Aapro, M.
论文数: 0引用数: 0
h-index: 0
机构:
Multidisciplinary Oncol Inst, Genolier, SwitzerlandWeston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, England
Aapro, M.
Hadji, P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Marburg, Dept Gynecol Endocrinol & Oncol, Marburg, GermanyWeston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, England
Hadji, P.
Herrstedt, J.
论文数: 0引用数: 0
h-index: 0
机构:
Odense Univ Hosp, Dept Oncol, DK-5000 Odense, DenmarkWeston Pk Hosp, Canc Res UK Yorkshire Canc Res Sheffield Canc Res, Sheffield, S Yorkshire, England
机构:
Ohio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Ohio State Univ, Ctr Comprehens Canc, Columbus, OH 43210 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Distefano, Rosario
Nigita, Giovanni
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Ohio State Univ, Ctr Comprehens Canc, Columbus, OH 43210 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Nigita, Giovanni
Le, Patricia
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Div Pulm Dis & Crit Care Med, Med Coll Virginia Campus, Richmond, VA 23298 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Le, Patricia
Romano, Giulia
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Div Pulm Dis & Crit Care Med, Med Coll Virginia Campus, Richmond, VA 23298 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Romano, Giulia
Acunzo, Mario
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Div Pulm Dis & Crit Care Med, Med Coll Virginia Campus, Richmond, VA 23298 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
Acunzo, Mario
Nana-Sinkam, Patrick
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Div Pulm Dis & Crit Care Med, Med Coll Virginia Campus, Richmond, VA 23298 USAOhio State Univ, Dept Canc Biol & Genet, Columbus, OH 43210 USA
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Gao, Jianjiong
Aksoy, Buelent Arman
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Aksoy, Buelent Arman
Dogrusoz, Ugur
论文数: 0引用数: 0
h-index: 0
机构:
Bilkent Univ, Dept Comp Engn, TR-06800 Ankara, TurkeyMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Dogrusoz, Ugur
Dresdner, Gideon
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Dresdner, Gideon
Gross, Benjamin
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Gross, Benjamin
Sumer, S. Onur
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Sumer, S. Onur
Sun, Yichao
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Sun, Yichao
Jacobsen, Anders
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Jacobsen, Anders
Sinha, Rileen
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Sinha, Rileen
Larsson, Erik
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gothenburg, Dept Med Biochem & Cell Biol, Inst Biomed, S-40530 Gothenburg, SwedenMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Larsson, Erik
Cerami, Ethan
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Blueprint Med, Cambridge, MA 02142 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Cerami, Ethan
Sander, Chris
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA
Sander, Chris
Schultz, Nikolaus
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Ctr, New York, NY 10065 USA