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Published in: BMC Cancer 1/2016

Open Access 01-12-2016 | Research article

Overexpression of synuclein-γ predicts lack of benefit from radiotherapy for breast cancer patients

Authors: Li Min, Cheng Zhang, Ruolan Ma, Xiaofan Li, Hua Yuan, Yihao Li, Ruxuan Chen, Caiyun Liu, Jianping Guo, Like Qu, Chengchao Shou

Published in: BMC Cancer | Issue 1/2016

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Abstract

Background

Although radiotherapy following mastectomy was demonstrated to reduce the recurring risk and improve the prognosis of patients with breast cancer, it is also notorious for comprehensive side effects, hence only a selected group of patients can benefit. Therefore, the screening of molecular markers capable of predicting the efficacy of radiotherapy is essential.

Methods

We have established a cohort of 454 breast cancer cases and selected 238 patients with indications for postoperative radiotherapy. Synuclein-γ (SNCG) protein levels were assessed by immunohistochemistry, and SNCG status was retrospectively correlated with clinical features and survival in patients treated or not treated with radiotherapy. Gene Set Enrichment Analysis (GSEA) and survival analysis for online datasets were also performed for further validation.

Results

Among patients that received radiotherapy (82/238), those demonstrating positive SNCG expression had a 55.0 month shorter median overall survival (OS) in comparison to those demonstrating negative SNCG expression (78.4 vs. 133.4 months, log rank χ 2  = 16.13; p < 0.001). Among the patients that received no radiotherapy (156/238), SNCG status was not correlated with OS (log rank χ 2  = 2.40; p = 0.121). A COX proportional hazard analysis confirmed SNCG as an independent predictor of OS, only for patients who have received radiotherapy. Similar results were also obtained for distant metastasis-free survival (DMFS). A GSEA analysis indicated that SNCG was strongly associated with genes related to a radiation stress response. A survival analysis was performed with online databases consisting of breast cancer, lung cancer, and glioblastoma and further confirmed SNCG’s significance in predicting the survival of patients that have received radiotherapy.

Conclusion

A positive SNCG may serve as a potential marker to identify breast cancer patients who are less likely to benefit from radiotherapy and may also be extended to other types of cancer. However, the role of SNCG in radiotherapy response still needs to be further validated in randomized controlled trials prior to being exploited in clinical practice.
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Literature
1.
go back to reference Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A. Global cancer statistics, 2012. CA Cancer J Clin. 2015;65(2):87–108. Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A. Global cancer statistics, 2012. CA Cancer J Clin. 2015;65(2):87–108.
2.
go back to reference Siegel RL, Miller KD, Jemal A. Cancer statistics, 2015. CA Cancer J Clin. 2015;65(1):5–29. Siegel RL, Miller KD, Jemal A. Cancer statistics, 2015. CA Cancer J Clin. 2015;65(1):5–29.
3.
go back to reference DeSantis C, Ma J, Bryan L, Jemal A. Breast cancer statistics, 2013. CA Cancer J Clin. 2014;64(1):52–62. DeSantis C, Ma J, Bryan L, Jemal A. Breast cancer statistics, 2013. CA Cancer J Clin. 2014;64(1):52–62.
4.
go back to reference Holmes MD, Chen WY, Li L, Hertzmark E, Spiegelman D, Hankinson SE. Aspirin Intake and Survival After Breast Cancer. J Clin Oncol. 2010;28(9):1467–72.CrossRefPubMedPubMedCentral Holmes MD, Chen WY, Li L, Hertzmark E, Spiegelman D, Hankinson SE. Aspirin Intake and Survival After Breast Cancer. J Clin Oncol. 2010;28(9):1467–72.CrossRefPubMedPubMedCentral
5.
go back to reference Saini KS, Taylor C, Ramirez AJ, Palmieri C, Gunnarsson U, Schmoll HJ, Dolci SM, Ghenne C, Metzger-Filho O, Skrzypski M, et al. Role of the multidisciplinary team in breast cancer management: results from a large international survey involving 39 countries. Ann Oncol. 2011;23(4):853–9.CrossRefPubMed Saini KS, Taylor C, Ramirez AJ, Palmieri C, Gunnarsson U, Schmoll HJ, Dolci SM, Ghenne C, Metzger-Filho O, Skrzypski M, et al. Role of the multidisciplinary team in breast cancer management: results from a large international survey involving 39 countries. Ann Oncol. 2011;23(4):853–9.CrossRefPubMed
6.
go back to reference Li Y, Moran MS, Huo Q, Yang Q, Haffty BG. Post-mastectomy radiotherapy for breast cancer patients with t1-t2 and 1–3 positive lymph nodes: a meta-analysis. PLoS One. 2013;8(12):e81765.CrossRefPubMedPubMedCentral Li Y, Moran MS, Huo Q, Yang Q, Haffty BG. Post-mastectomy radiotherapy for breast cancer patients with t1-t2 and 1–3 positive lymph nodes: a meta-analysis. PLoS One. 2013;8(12):e81765.CrossRefPubMedPubMedCentral
7.
go back to reference Luutonen S, Sintonen H, Stormi T, Salminen E. Health-related quality of life during adjuvant radiotherapy in breast cancer. Qual Life Res. 2013. Luutonen S, Sintonen H, Stormi T, Salminen E. Health-related quality of life during adjuvant radiotherapy in breast cancer. Qual Life Res. 2013.
8.
go back to reference Ji H, Liu YE, Jia T, Wang M, Liu J, Xiao G, Joseph BK, Rosen C, Shi YE. Identification of a breast cancer-specific gene, BCSG1, by direct differential cDNA sequencing. Cancer Res. 1997;57(4):759–64.PubMed Ji H, Liu YE, Jia T, Wang M, Liu J, Xiao G, Joseph BK, Rosen C, Shi YE. Identification of a breast cancer-specific gene, BCSG1, by direct differential cDNA sequencing. Cancer Res. 1997;57(4):759–64.PubMed
9.
go back to reference Lavedan C, Leroy E, Dehejia A, Buchholtz S, Dutra A, Nussbaum RL, Polymeropoulos MH. Identification, localization and characterization of the human gamma-synuclein gene. Hum Genet. 1998;103(1):106–12.CrossRefPubMed Lavedan C, Leroy E, Dehejia A, Buchholtz S, Dutra A, Nussbaum RL, Polymeropoulos MH. Identification, localization and characterization of the human gamma-synuclein gene. Hum Genet. 1998;103(1):106–12.CrossRefPubMed
10.
go back to reference Inaba S, Li C, Shi YE, Song DQ, Jiang JD, Liu J. Synuclein gamma inhibits the mitotic checkpoint function and promotes chromosomal instability of breast cancer cells. Breast Cancer Res Treat. 2005;94(1):25–35.CrossRefPubMed Inaba S, Li C, Shi YE, Song DQ, Jiang JD, Liu J. Synuclein gamma inhibits the mitotic checkpoint function and promotes chromosomal instability of breast cancer cells. Breast Cancer Res Treat. 2005;94(1):25–35.CrossRefPubMed
11.
go back to reference Miao S, Wu K, Zhang B, Weng Z, Zhu M, Lu Y, Krishna R, Shi YE. Synuclein Compromises Spindle Assembly Checkpoint and Renders Resistance to Antimicrotubule Drugs. Mol Cancer Ther. 2014;13(3):699–713. Miao S, Wu K, Zhang B, Weng Z, Zhu M, Lu Y, Krishna R, Shi YE. Synuclein Compromises Spindle Assembly Checkpoint and Renders Resistance to Antimicrotubule Drugs. Mol Cancer Ther. 2014;13(3):699–713.
12.
go back to reference Singh VK, Zhou Y, Marsh JA, Uversky VN, Forman-Kay JD, Liu J, Jia Z. Synuclein-gamma Targeting Peptide Inhibitor that Enhances Sensitivity of Breast Cancer Cells to Antimicrotubule Drugs. Cancer Res. 2007;67(2):626–33.CrossRefPubMed Singh VK, Zhou Y, Marsh JA, Uversky VN, Forman-Kay JD, Liu J, Jia Z. Synuclein-gamma Targeting Peptide Inhibitor that Enhances Sensitivity of Breast Cancer Cells to Antimicrotubule Drugs. Cancer Res. 2007;67(2):626–33.CrossRefPubMed
13.
go back to reference Wan F, Dong L, Zhang F, Wang Y, Chen F, Ni S, Chen Y, Long J. Clinical study of the relationship between -synuclein and the response of neoadjuvant chemotherapy in breast cancer. J Int Med Res. 2013;41(3):743–53. Wan F, Dong L, Zhang F, Wang Y, Chen F, Ni S, Chen Y, Long J. Clinical study of the relationship between -synuclein and the response of neoadjuvant chemotherapy in breast cancer. J Int Med Res. 2013;41(3):743–53.
14.
go back to reference Jia T, Liu YE, Liu J, Shi YE. Stimulation of breast cancer invasion and metastasis by synuclein gamma. Cancer Res. 1999;59(3):742–7.PubMed Jia T, Liu YE, Liu J, Shi YE. Stimulation of breast cancer invasion and metastasis by synuclein gamma. Cancer Res. 1999;59(3):742–7.PubMed
15.
go back to reference Liang W, Miao S, Zhang B, He S, Shou C, Manivel P, Krishna R, Chen Y, Shi YE. Synuclein γ protects Akt and mTOR and renders tumor resistance to Hsp90 disruption. Oncogene. 2014;34(18):2398–405.CrossRefPubMed Liang W, Miao S, Zhang B, He S, Shou C, Manivel P, Krishna R, Chen Y, Shi YE. Synuclein γ protects Akt and mTOR and renders tumor resistance to Hsp90 disruption. Oncogene. 2014;34(18):2398–405.CrossRefPubMed
16.
go back to reference Chen X, Dunn TN, Akiyama T, Lee HW, Kim JB, Knotts TA, Smith SR, Sears DD, Carstens E, Adams SH. Evaluation of the Synuclein-γ (SNCG) Gene as a PPARγ Target in Murine Adipocytes, Dorsal Root Ganglia Somatosensory Neurons, and Human Adipose Tissue. PLoS One. 2015;10(3):e0115830.CrossRef Chen X, Dunn TN, Akiyama T, Lee HW, Kim JB, Knotts TA, Smith SR, Sears DD, Carstens E, Adams SH. Evaluation of the Synuclein-γ (SNCG) Gene as a PPARγ Target in Murine Adipocytes, Dorsal Root Ganglia Somatosensory Neurons, and Human Adipose Tissue. PLoS One. 2015;10(3):e0115830.CrossRef
17.
go back to reference Guo J, Shou C, Meng L, Jiang B, Dong B, Yao L, Xie Y, Zhang J, Chen Y, Budman DR, et al. Neuronal protein synuclein γ predicts poor clinical outcome in breast cancer. Int J Cancer. 2007;121(6):1296–305.CrossRefPubMed Guo J, Shou C, Meng L, Jiang B, Dong B, Yao L, Xie Y, Zhang J, Chen Y, Budman DR, et al. Neuronal protein synuclein γ predicts poor clinical outcome in breast cancer. Int J Cancer. 2007;121(6):1296–305.CrossRefPubMed
18.
go back to reference Wu K, Quan Z, Weng Z, Li F, Zhang Y, Yao X, Chen Y, Budman D, Goldberg ID, Shi YE. Expression of neuronal protein synuclein gamma gene as a novel marker for breast cancer prognosis. Breast Cancer Res Treat. 2006;101(3):259–67.CrossRefPubMed Wu K, Quan Z, Weng Z, Li F, Zhang Y, Yao X, Chen Y, Budman D, Goldberg ID, Shi YE. Expression of neuronal protein synuclein gamma gene as a novel marker for breast cancer prognosis. Breast Cancer Res Treat. 2006;101(3):259–67.CrossRefPubMed
19.
go back to reference Czekierdowski A, Czekierdowska S, Wielgos M, Smolen A, Kaminski P, Kotarski J. The role of CpG islands hypomethylation and abnormal expression of neuronal protein synuclein-gamma (SNCG) in ovarian cancer. Neuro Endocrinol Lett. 2006;27(3):381–6.PubMed Czekierdowski A, Czekierdowska S, Wielgos M, Smolen A, Kaminski P, Kotarski J. The role of CpG islands hypomethylation and abnormal expression of neuronal protein synuclein-gamma (SNCG) in ovarian cancer. Neuro Endocrinol Lett. 2006;27(3):381–6.PubMed
20.
go back to reference Liu C, Dong B, Lu A, Qu L, Xing X, Meng L, Wu J, Eric Shi Y, Shou C. Synuclein gamma predicts poor clinical outcome in colon cancer with normal levels of carcinoembryonic antigen. BMC Cancer. 2010;10:359.CrossRefPubMedPubMedCentral Liu C, Dong B, Lu A, Qu L, Xing X, Meng L, Wu J, Eric Shi Y, Shou C. Synuclein gamma predicts poor clinical outcome in colon cancer with normal levels of carcinoembryonic antigen. BMC Cancer. 2010;10:359.CrossRefPubMedPubMedCentral
21.
go back to reference He J, Wu J, Xu N, Xie W, Li M, Li J, Jiang Y, Yang BB, Zhang Y. MiR-210 disturbs mitotic progression through regulating a group of mitosis-related genes. Nucleic Acids Res. 2013;41(1):498–508. He J, Wu J, Xu N, Xie W, Li M, Li J, Jiang Y, Yang BB, Zhang Y. MiR-210 disturbs mitotic progression through regulating a group of mitosis-related genes. Nucleic Acids Res. 2013;41(1):498–508.
22.
go back to reference Hu H, Sun L, Guo C, Liu Q, Zhou Z, Peng L, Pan J, Yu L, Lou J, Yang Z, et al. Tumor Cell-Microenvironment Interaction Models Coupled with Clinical Validation Reveal CCL2 and SNCG as Two Predictors of Colorectal Cancer Hepatic Metastasis. Clin Cancer Res. 2009;15(17):5485–93. Hu H, Sun L, Guo C, Liu Q, Zhou Z, Peng L, Pan J, Yu L, Lou J, Yang Z, et al. Tumor Cell-Microenvironment Interaction Models Coupled with Clinical Validation Reveal CCL2 and SNCG as Two Predictors of Colorectal Cancer Hepatic Metastasis. Clin Cancer Res. 2009;15(17):5485–93.
23.
go back to reference Liu C, Qu L, Xing X, Ren T, Zeng Y, Jiang B, Meng L, Wu J, Shou C, Dong B. Combined Phenotype of 4 Markers Improves Prognostic Value of Patients With Colon Cancer. Am J Med Sci. 2012;343(4):295–302. Liu C, Qu L, Xing X, Ren T, Zeng Y, Jiang B, Meng L, Wu J, Shou C, Dong B. Combined Phenotype of 4 Markers Improves Prognostic Value of Patients With Colon Cancer. Am J Med Sci. 2012;343(4):295–302.
24.
go back to reference Pawitan Y, Bjöhle J, Amler L, Borg A-L, Egyhazi S, Hall P, Han X, Holmberg L, Huang F, Klaar S, et al. Gene expression profiling spares early breast cancer patients from adjuvant therapy: derived and validated in two population-based cohorts. Breast Cancer Res. 2005;7(6):R953. Pawitan Y, Bjöhle J, Amler L, Borg A-L, Egyhazi S, Hall P, Han X, Holmberg L, Huang F, Klaar S, et al. Gene expression profiling spares early breast cancer patients from adjuvant therapy: derived and validated in two population-based cohorts. Breast Cancer Res. 2005;7(6):R953.
25.
go back to reference Chin K, DeVries S, Fridlyand J, Spellman PT, Roydasgupta R, Kuo W-L, Lapuk A, Neve RM, Qian Z, Ryder T, et al. Genomic and transcriptional aberrations linked to breast cancer pathophysiologies. Cancer Cell. 2006;10(6):529–41.CrossRefPubMed Chin K, DeVries S, Fridlyand J, Spellman PT, Roydasgupta R, Kuo W-L, Lapuk A, Neve RM, Qian Z, Ryder T, et al. Genomic and transcriptional aberrations linked to breast cancer pathophysiologies. Cancer Cell. 2006;10(6):529–41.CrossRefPubMed
26.
go back to reference Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, Paulovich A, Pomeroy SL, Golub TR, Lander ES, et al. Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci USA. 2005;102(43):15545–50. Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, Paulovich A, Pomeroy SL, Golub TR, Lander ES, et al. Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci USA. 2005;102(43):15545–50.
27.
go back to reference Vamsi M, Cecilia L, Karl-Fredrik E, Aravind S, Smita S. PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes. Nature Genet. 2005;34(3):6. Vamsi M, Cecilia L, Karl-Fredrik E, Aravind S, Smita S. PGC-1α-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes. Nature Genet. 2005;34(3):6.
28.
go back to reference Lee Y, Scheck AC, Cloughesy TF, Lai A, Dong J, Farooqi HK, Liau LM, Horvath S, Mischel PS, Nelson SF. Gene expression analysis of glioblastomas identifies the major molecular basis for the prognostic benefit of younger age. BMC Med Genomics. 2008;1(1):52. Lee Y, Scheck AC, Cloughesy TF, Lai A, Dong J, Farooqi HK, Liau LM, Horvath S, Mischel PS, Nelson SF. Gene expression analysis of glioblastomas identifies the major molecular basis for the prognostic benefit of younger age. BMC Med Genomics. 2008;1(1):52.
29.
go back to reference David F, Craig S, Tara M, Vishal N, Casey O, Michael F. The Cancer Biomedical Informatics Grid (caBIG™), Engineering in Medicine and Biology 27th Annual Conference. 2005. p. 4. David F, Craig S, Tara M, Vishal N, Casey O, Michael F. The Cancer Biomedical Informatics Grid (caBIG™), Engineering in Medicine and Biology 27th Annual Conference. 2005. p. 4.
30.
go back to reference Chellappan SP, Győrffy B, Surowiak P, Budczies J, Lánczky A. Online Survival Analysis Software to Assess the Prognostic Value of Biomarkers Using Transcriptomic Data in Non-Small-Cell Lung Cancer. PLoS One. 2013;8(12):e82241.CrossRef Chellappan SP, Győrffy B, Surowiak P, Budczies J, Lánczky A. Online Survival Analysis Software to Assess the Prognostic Value of Biomarkers Using Transcriptomic Data in Non-Small-Cell Lung Cancer. PLoS One. 2013;8(12):e82241.CrossRef
31.
go back to reference Smirnov DA, Brady L, Halasa K, Morley M, Solomon S, Cheung VG. Genetic variation in radiation-induced cell death. Genome Res. 2011;22(2):332–9. Smirnov DA, Brady L, Halasa K, Morley M, Solomon S, Cheung VG. Genetic variation in radiation-induced cell death. Genome Res. 2011;22(2):332–9.
32.
go back to reference Mayburd AL. Ingenuity Network-Assisted Transcription Profiling: Identification of a New Pharmacologic Mechanism for MK886. Clin Cancer Res. 2006;12(6):1820–7. Mayburd AL. Ingenuity Network-Assisted Transcription Profiling: Identification of a New Pharmacologic Mechanism for MK886. Clin Cancer Res. 2006;12(6):1820–7.
33.
go back to reference Kang SM, Kim MH, Song KH, Jung SY, Ahn J, Hwang SG, Lee JH, Lim DS, Song JY. Modulation of dendritic cell function by the radiation-mediated secretory protein γ-synuclein. Cell Death Disc. 2015;1:15011. Kang SM, Kim MH, Song KH, Jung SY, Ahn J, Hwang SG, Lee JH, Lim DS, Song JY. Modulation of dendritic cell function by the radiation-mediated secretory protein γ-synuclein. Cell Death Disc. 2015;1:15011.
34.
go back to reference Golebiewska U, Guo Y, Khalikaprasad N, Zurawsky C, Yerramilli VS, Scarlata S. gamma-Synuclein interacts with phospholipase Cbeta2 to modulate G protein activation. PLoS One. 2012;7(8):e41067.CrossRefPubMedPubMedCentral Golebiewska U, Guo Y, Khalikaprasad N, Zurawsky C, Yerramilli VS, Scarlata S. gamma-Synuclein interacts with phospholipase Cbeta2 to modulate G protein activation. PLoS One. 2012;7(8):e41067.CrossRefPubMedPubMedCentral
35.
go back to reference Jiang Y, Liu YE, Lu A, Gupta A, Goldberg ID, Liu J, Shi YE. Stimulation of estrogen receptor signaling by gamma synuclein. Cancer Res. 2003;63(14):3899–903.PubMed Jiang Y, Liu YE, Lu A, Gupta A, Goldberg ID, Liu J, Shi YE. Stimulation of estrogen receptor signaling by gamma synuclein. Cancer Res. 2003;63(14):3899–903.PubMed
36.
go back to reference Manivel P, Muthukumaran J, Kannan M, Krishna R. Insight into residues involved in the structure and function of the breast cancer associated protein human gamma synuclein. J Mol Model. 2010;17(2):251–63. Manivel P, Muthukumaran J, Kannan M, Krishna R. Insight into residues involved in the structure and function of the breast cancer associated protein human gamma synuclein. J Mol Model. 2010;17(2):251–63.
37.
go back to reference Bai J, Guo XG, Bai XP. Epidermal growth factor receptor-related DNA repair and radiation-resistance regulatory mechanisms: a mini-review. Asian Pac J Cancer Prev. 2012;13(10):4879–81.CrossRefPubMed Bai J, Guo XG, Bai XP. Epidermal growth factor receptor-related DNA repair and radiation-resistance regulatory mechanisms: a mini-review. Asian Pac J Cancer Prev. 2012;13(10):4879–81.CrossRefPubMed
38.
go back to reference Zhou S, Ye W, Shao Q, Zhang M, Liang J. Nrf2 is a potential therapeutic target in radioresistance in human cancer. Crit Rev Oncol Hematol. 2013;88(3):706–15.CrossRefPubMed Zhou S, Ye W, Shao Q, Zhang M, Liang J. Nrf2 is a potential therapeutic target in radioresistance in human cancer. Crit Rev Oncol Hematol. 2013;88(3):706–15.CrossRefPubMed
Metadata
Title
Overexpression of synuclein-γ predicts lack of benefit from radiotherapy for breast cancer patients
Authors
Li Min
Cheng Zhang
Ruolan Ma
Xiaofan Li
Hua Yuan
Yihao Li
Ruxuan Chen
Caiyun Liu
Jianping Guo
Like Qu
Chengchao Shou
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2016
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-016-2750-y

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