Skip to main content
Top
Published in: Annals of Surgical Oncology 9/2018

01-09-2018 | Bone and Soft Tissue Sarcomas

Extracellular Vesicle RNA Sequencing Reveals Dramatic Transcriptomic Alterations Between Metastatic and Primary Osteosarcoma in a Liquid Biopsy Approach

Authors: Qiyuan Bao, MD, PhD, Liangzhi Gong, MD, PhD, Jizhuang Wang, MD, PhD, Junxiang Wen, MD, PhD, Yuhui Shen, MD, PhD, Weibin Zhang, MD, PhD

Published in: Annals of Surgical Oncology | Issue 9/2018

Login to get access

Abstract

Background

Osteosarcoma (OS) is a highly metastasizing bone malignancy despite wide surgical resection of the primary lesion. A liquid biopsy approach to detect residual disease and identify therapeutic targets is still lacking. In this report, we aimed to track the metastasis of OS via extracellular vesicle (EV) RNA profiling in a non-invasive manner.

Methods

We applied RNA sequencing for 10 matched metastatic and primary OS EV samples, including two pairs of cell lines and three pairs of plasma, and compared the expressed mutation, gene expression, fusion transcript, and alternative splicing (AS) between metastatic and primary OS at the transcriptome-wide level. Additional paired tissue/EVs were sequenced and public datasets were used to validate the EV-based metastatic biopsy.

Results

EVs were characterized through size-profiling, immunolabeling, and morphological examination. A drastic increase of mutation burden was observed in metastatic OS versus the non-metastatic counterpart. Hierarchical clustering of the expression profiles differentiated the metastatic EVs from the non-metastatic, with a signature enriched in cell-adhesion signaling and tyrosine kinase pathways. Moreover, 30 cancer-related gene fusions were identified in EV RNA as AS events tend to be more frequently observed in metastatic EVs. Further investigation suggested that over 70% of expressed point mutations from EVs could be validated in paired cell line/EV and tissue/EV analyses, and the expression signature significantly predicted 5-year survivorship of 42 patients from a public dataset.

Conclusion

We have demonstrated a liquid biopsy-based approach for tracking cancer transcriptomic alterations, which is a promising source of prognostic and therapeutic biomarkers for metastatic OS.

Clinical Trial Registration

NCT03108677.
Appendix
Available only for authorised users
Literature
1.
go back to reference Siravegna G, Marsoni S, Siena S, Bardelli A. Integrating liquid biopsies into the management of cancer. Nat Rev Clin Oncol. 2017;14(9):531–48.CrossRefPubMed Siravegna G, Marsoni S, Siena S, Bardelli A. Integrating liquid biopsies into the management of cancer. Nat Rev Clin Oncol. 2017;14(9):531–48.CrossRefPubMed
2.
go back to reference Coleman R, Body JJ, Aapro M, Hadji P, Herrstedt J, Group EGW. Bone health in cancer patients: ESMO clinical practice guidelines. Ann Oncol. 2014;25(Suppl 3):iii124–37.CrossRefPubMed Coleman R, Body JJ, Aapro M, Hadji P, Herrstedt J, Group EGW. Bone health in cancer patients: ESMO clinical practice guidelines. Ann Oncol. 2014;25(Suppl 3):iii124–37.CrossRefPubMed
3.
go back to reference Geller DS, Gorlick R. Osteosarcoma: a review of diagnosis, management, and treatment strategies. Clin Adv Hematol Oncol. 2010;8(10):705–18.PubMed Geller DS, Gorlick R. Osteosarcoma: a review of diagnosis, management, and treatment strategies. Clin Adv Hematol Oncol. 2010;8(10):705–18.PubMed
4.
go back to reference Reimann E, Koks S, Ho XD, Maasalu K, Martson A. Whole exome sequencing of a single osteosarcoma case–integrative analysis with whole transcriptome RNA-seq data. Hum Genom. 2014;8:20. Reimann E, Koks S, Ho XD, Maasalu K, Martson A. Whole exome sequencing of a single osteosarcoma case–integrative analysis with whole transcriptome RNA-seq data. Hum Genom. 2014;8:20.
5.
go back to reference Kansara M, Teng MW, Smyth MJ, Thomas DM. Translational biology of osteosarcoma. Nat Rev Cancer. 2014;14(11):722–35.CrossRefPubMed Kansara M, Teng MW, Smyth MJ, Thomas DM. Translational biology of osteosarcoma. Nat Rev Cancer. 2014;14(11):722–35.CrossRefPubMed
6.
go back to reference Chen X, Bahrami A, Pappo A, et al. Recurrent somatic structural variations contribute to tumorigenesis in pediatric osteosarcoma. Cell Rep. 2014;7(1):104–12.CrossRefPubMedPubMedCentral Chen X, Bahrami A, Pappo A, et al. Recurrent somatic structural variations contribute to tumorigenesis in pediatric osteosarcoma. Cell Rep. 2014;7(1):104–12.CrossRefPubMedPubMedCentral
7.
go back to reference Shang D, Wu J, Guo L, Xu Y, Liu L, Lu J. Metformin increases sensitivity of osteosarcoma stem cells to cisplatin by inhibiting expression of PKM2. Int J Oncol. 2017;50(5):1848–56.CrossRefPubMed Shang D, Wu J, Guo L, Xu Y, Liu L, Lu J. Metformin increases sensitivity of osteosarcoma stem cells to cisplatin by inhibiting expression of PKM2. Int J Oncol. 2017;50(5):1848–56.CrossRefPubMed
8.
go back to reference Ajiro M, Jia R, Yang Y, Zhu J, Zheng ZM. A genome landscape of SRSF3-regulated splicing events and gene expression in human osteosarcoma U2OS cells. Nucleic Acids Res. 2016;44(4):1854–70.CrossRefPubMed Ajiro M, Jia R, Yang Y, Zhu J, Zheng ZM. A genome landscape of SRSF3-regulated splicing events and gene expression in human osteosarcoma U2OS cells. Nucleic Acids Res. 2016;44(4):1854–70.CrossRefPubMed
9.
go back to reference Lenos K, Grawenda AM, Lodder K, et al. Alternate splicing of the p53 inhibitor HDMX offers a superior prognostic biomarker than p53 mutation in human cancer. Cancer Res. 2012;72(16):4074–84.CrossRefPubMed Lenos K, Grawenda AM, Lodder K, et al. Alternate splicing of the p53 inhibitor HDMX offers a superior prognostic biomarker than p53 mutation in human cancer. Cancer Res. 2012;72(16):4074–84.CrossRefPubMed
10.
go back to reference San Lucas FA, Allenson K, Bernard V, et al. Minimally invasive genomic and transcriptomic profiling of visceral cancers by next-generation sequencing of circulating exosomes. Ann Oncol. 2016;27(4):635–41.CrossRefPubMed San Lucas FA, Allenson K, Bernard V, et al. Minimally invasive genomic and transcriptomic profiling of visceral cancers by next-generation sequencing of circulating exosomes. Ann Oncol. 2016;27(4):635–41.CrossRefPubMed
11.
go back to reference Bobrie A, Colombo M, Raposo G, Thery C. Exosome secretion: molecular mechanisms and roles in immune responses. Traffic. 2011;12(12):1659–68.CrossRefPubMed Bobrie A, Colombo M, Raposo G, Thery C. Exosome secretion: molecular mechanisms and roles in immune responses. Traffic. 2011;12(12):1659–68.CrossRefPubMed
12.
go back to reference Melo SA, Sugimoto H, O’Connell JT, et al. Cancer exosomes perform cell-independent microRNA biogenesis and promote tumorigenesis. Cancer Cell. 2014;26(5):707–21.CrossRefPubMedPubMedCentral Melo SA, Sugimoto H, O’Connell JT, et al. Cancer exosomes perform cell-independent microRNA biogenesis and promote tumorigenesis. Cancer Cell. 2014;26(5):707–21.CrossRefPubMedPubMedCentral
13.
14.
go back to reference Macklin R, Wang H, Loo D, et al. Extracellular vesicles secreted by highly metastatic clonal variants of osteosarcoma preferentially localize to the lungs and induce metastatic behaviour in poorly metastatic clones. Oncotarget. 2016;7(28):43570–87.CrossRefPubMedPubMedCentral Macklin R, Wang H, Loo D, et al. Extracellular vesicles secreted by highly metastatic clonal variants of osteosarcoma preferentially localize to the lungs and induce metastatic behaviour in poorly metastatic clones. Oncotarget. 2016;7(28):43570–87.CrossRefPubMedPubMedCentral
15.
go back to reference Dong L, Lin W, Qi P, et al. Circulating long RNAs in serum extracellular vesicles: their characterization and potential application as biomarkers for diagnosis of colorectal cancer. Cancer Epidemiol Biomark Prev. 2016;25(7):1158–66.CrossRef Dong L, Lin W, Qi P, et al. Circulating long RNAs in serum extracellular vesicles: their characterization and potential application as biomarkers for diagnosis of colorectal cancer. Cancer Epidemiol Biomark Prev. 2016;25(7):1158–66.CrossRef
16.
go back to reference Syn N, Wang L, Sethi G, Thiery JP, Goh BC. Exosome-mediated metastasis: from epithelial–mesenchymal transition to escape from immunosurveillance. Trends Pharmacol Sci. 2016;37(7):606–17.CrossRefPubMed Syn N, Wang L, Sethi G, Thiery JP, Goh BC. Exosome-mediated metastasis: from epithelial–mesenchymal transition to escape from immunosurveillance. Trends Pharmacol Sci. 2016;37(7):606–17.CrossRefPubMed
17.
go back to reference Zhang Y, Gong M, Yuan H, Park HG, Frierson HF, Li H. Chimeric transcript generated by cis-splicing of adjacent genes regulates prostate cancer cell proliferation. Cancer Discov. 2012;2(7):598–607.CrossRefPubMed Zhang Y, Gong M, Yuan H, Park HG, Frierson HF, Li H. Chimeric transcript generated by cis-splicing of adjacent genes regulates prostate cancer cell proliferation. Cancer Discov. 2012;2(7):598–607.CrossRefPubMed
19.
go back to reference Katz Y, Wang ET, Airoldi EM, Burge CB. Analysis and design of RNA sequencing experiments for identifying isoform regulation. Nat Methods. 2010;7(12):1009–15.CrossRefPubMedPubMedCentral Katz Y, Wang ET, Airoldi EM, Burge CB. Analysis and design of RNA sequencing experiments for identifying isoform regulation. Nat Methods. 2010;7(12):1009–15.CrossRefPubMedPubMedCentral
20.
21.
22.
go back to reference Lotvall J, Hill AF, Hochberg F, et al. Minimal experimental requirements for definition of extracellular vesicles and their functions: a position statement from the International Society for Extracellular Vesicles. J Extracell Vesicles. 2014;3:26913.CrossRefPubMed Lotvall J, Hill AF, Hochberg F, et al. Minimal experimental requirements for definition of extracellular vesicles and their functions: a position statement from the International Society for Extracellular Vesicles. J Extracell Vesicles. 2014;3:26913.CrossRefPubMed
24.
go back to reference Wang D. Metastatic osteosarcoma exhibits higher mutational load, intratumor heterogeneity and genetic instability than primary lesion. In: 2016 Annual conference of the chinese society of clinical oncology (CSCO); Xiamen, Fujian Province Wang D. Metastatic osteosarcoma exhibits higher mutational load, intratumor heterogeneity and genetic instability than primary lesion. In: 2016 Annual conference of the chinese society of clinical oncology (CSCO); Xiamen, Fujian Province
25.
go back to reference Muff R, Rath P, Ram Kumar RM, et al. Genomic instability of osteosarcoma cell lines in culture: impact on the prediction of metastasis relevant genes. PLoS ONE. 2015;10(5):e0125611.CrossRefPubMedPubMedCentral Muff R, Rath P, Ram Kumar RM, et al. Genomic instability of osteosarcoma cell lines in culture: impact on the prediction of metastasis relevant genes. PLoS ONE. 2015;10(5):e0125611.CrossRefPubMedPubMedCentral
26.
go back to reference Gokgoz N, Wunder JS, Mousses S, Eskandarian S, Bell RS, Andrulis IL. Comparison of p53 mutations in patients with localized osteosarcoma and metastatic osteosarcoma. Cancer. 2001;92(8):2181–9.CrossRefPubMed Gokgoz N, Wunder JS, Mousses S, Eskandarian S, Bell RS, Andrulis IL. Comparison of p53 mutations in patients with localized osteosarcoma and metastatic osteosarcoma. Cancer. 2001;92(8):2181–9.CrossRefPubMed
27.
go back to reference Wunder JS, Gokgoz N, Parkes R, et al. TP53 mutations and outcome in osteosarcoma: a prospective, multicenter study. J Clin Oncol. 2005;23(7):1483–90.CrossRefPubMed Wunder JS, Gokgoz N, Parkes R, et al. TP53 mutations and outcome in osteosarcoma: a prospective, multicenter study. J Clin Oncol. 2005;23(7):1483–90.CrossRefPubMed
28.
go back to reference Su Y, Luo X, He B, et al. Establishment and characterization of a new highly metastatic human osteosarcoma cell line. Clin Exp Metastasis. 2009;26(7):599–610.CrossRef Su Y, Luo X, He B, et al. Establishment and characterization of a new highly metastatic human osteosarcoma cell line. Clin Exp Metastasis. 2009;26(7):599–610.CrossRef
29.
go back to reference Forbes SA, Beare D, Bindal N, et al. COSMIC: high-resolution cancer genetics using the catalogue of somatic mutations in cancer. Curr Protoc Hum Genet. 2016;91:10.11.1–37.CrossRef Forbes SA, Beare D, Bindal N, et al. COSMIC: high-resolution cancer genetics using the catalogue of somatic mutations in cancer. Curr Protoc Hum Genet. 2016;91:10.11.1–37.CrossRef
30.
go back to reference Klijn C, Durinck S, Stawiski EW, et al. A comprehensive transcriptional portrait of human cancer cell lines. Nat Biotechnol. 2015;33(3):306–12.CrossRefPubMed Klijn C, Durinck S, Stawiski EW, et al. A comprehensive transcriptional portrait of human cancer cell lines. Nat Biotechnol. 2015;33(3):306–12.CrossRefPubMed
31.
go back to reference Santo EE, Ebus ME, Koster J, et al. Oncogenic activation of FOXR1 by 11q23 intrachromosomal deletion-fusions in neuroblastoma. Oncogene. 2012;31(12):1571–81.CrossRefPubMed Santo EE, Ebus ME, Koster J, et al. Oncogenic activation of FOXR1 by 11q23 intrachromosomal deletion-fusions in neuroblastoma. Oncogene. 2012;31(12):1571–81.CrossRefPubMed
33.
go back to reference Hamabe A, Konno M, Tanuma N, et al. Role of pyruvate kinase M2 in transcriptional regulation leading to epithelial–mesenchymal transition. Proc Natl Acad Sci USA. 2014;111(43):15526–31.CrossRefPubMed Hamabe A, Konno M, Tanuma N, et al. Role of pyruvate kinase M2 in transcriptional regulation leading to epithelial–mesenchymal transition. Proc Natl Acad Sci USA. 2014;111(43):15526–31.CrossRefPubMed
34.
go back to reference Calabretta S, Bielli P, Passacantilli I, et al. Modulation of PKM alternative splicing by PTBP1 promotes gemcitabine resistance in pancreatic cancer cells. Oncogene. 2016;35(16):2031–9.CrossRefPubMed Calabretta S, Bielli P, Passacantilli I, et al. Modulation of PKM alternative splicing by PTBP1 promotes gemcitabine resistance in pancreatic cancer cells. Oncogene. 2016;35(16):2031–9.CrossRefPubMed
35.
go back to reference Jones KB. Transposon mutagenesis disentangles osteosarcoma genetic drivers. Nat Genet. 2015;47(6):564–5.CrossRefPubMed Jones KB. Transposon mutagenesis disentangles osteosarcoma genetic drivers. Nat Genet. 2015;47(6):564–5.CrossRefPubMed
37.
go back to reference Mohseny AB, Machado I, Cai Y, et al. Functional characterization of osteosarcoma cell lines provides representative models to study the human disease. Lab Investig. 2011;91(8):1195–205.CrossRefPubMed Mohseny AB, Machado I, Cai Y, et al. Functional characterization of osteosarcoma cell lines provides representative models to study the human disease. Lab Investig. 2011;91(8):1195–205.CrossRefPubMed
38.
go back to reference Climente-Gonzalez H, Porta-Pardo E, Godzik A, Eyras E. The functional impact of alternative splicing in cancer. Cell Rep. 2017;20(9):2215–26.CrossRefPubMed Climente-Gonzalez H, Porta-Pardo E, Godzik A, Eyras E. The functional impact of alternative splicing in cancer. Cell Rep. 2017;20(9):2215–26.CrossRefPubMed
39.
go back to reference Yoshihara K, Wang Q, Torres-Garcia W, et al. The landscape and therapeutic relevance of cancer-associated transcript fusions. Oncogene. 2015;34(37):4845–4.CrossRefPubMed Yoshihara K, Wang Q, Torres-Garcia W, et al. The landscape and therapeutic relevance of cancer-associated transcript fusions. Oncogene. 2015;34(37):4845–4.CrossRefPubMed
40.
go back to reference Mertens F, Johansson B, Fioretos T, Mitelman F. The emerging complexity of gene fusions in cancer. Nat Rev Cancer. 2015;15(6):371–81.CrossRefPubMed Mertens F, Johansson B, Fioretos T, Mitelman F. The emerging complexity of gene fusions in cancer. Nat Rev Cancer. 2015;15(6):371–81.CrossRefPubMed
41.
42.
go back to reference Zhan C, Yan L, Wang L, et al. Isoform switch of pyruvate kinase M1 indeed occurs but not to pyruvate kinase M2 in human tumorigenesis. PLoS ONE. 2015;10(3):e0118663.CrossRefPubMedPubMedCentral Zhan C, Yan L, Wang L, et al. Isoform switch of pyruvate kinase M1 indeed occurs but not to pyruvate kinase M2 in human tumorigenesis. PLoS ONE. 2015;10(3):e0118663.CrossRefPubMedPubMedCentral
43.
go back to reference Iqbal MA, Gupta V, Gopinath P, Mazurek S, Bamezai RN. Pyruvate kinase M2 and cancer: an updated assessment. FEBS Lett. 2014;588(16):2685–92.CrossRefPubMed Iqbal MA, Gupta V, Gopinath P, Mazurek S, Bamezai RN. Pyruvate kinase M2 and cancer: an updated assessment. FEBS Lett. 2014;588(16):2685–92.CrossRefPubMed
44.
go back to reference Satelli A, Mitra A, Cutrera JJ, et al. Universal marker and detection tool for human sarcoma circulating tumor cells. Cancer Res. 2014;74(6):1645–50.CrossRefPubMedPubMedCentral Satelli A, Mitra A, Cutrera JJ, et al. Universal marker and detection tool for human sarcoma circulating tumor cells. Cancer Res. 2014;74(6):1645–50.CrossRefPubMedPubMedCentral
45.
go back to reference Kowal J, Arras G, Colombo M, et al. Proteomic comparison defines novel markers to characterize heterogeneous populations of extracellular vesicle subtypes. Proc Natl Acad Sci USA. 2016;113(8):E968-977.CrossRefPubMed Kowal J, Arras G, Colombo M, et al. Proteomic comparison defines novel markers to characterize heterogeneous populations of extracellular vesicle subtypes. Proc Natl Acad Sci USA. 2016;113(8):E968-977.CrossRefPubMed
Metadata
Title
Extracellular Vesicle RNA Sequencing Reveals Dramatic Transcriptomic Alterations Between Metastatic and Primary Osteosarcoma in a Liquid Biopsy Approach
Authors
Qiyuan Bao, MD, PhD
Liangzhi Gong, MD, PhD
Jizhuang Wang, MD, PhD
Junxiang Wen, MD, PhD
Yuhui Shen, MD, PhD
Weibin Zhang, MD, PhD
Publication date
01-09-2018
Publisher
Springer International Publishing
Published in
Annals of Surgical Oncology / Issue 9/2018
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-018-6642-z

Other articles of this Issue 9/2018

Annals of Surgical Oncology 9/2018 Go to the issue