Microarray Analysis of Radioresistance-associated Genes in Esophageal Squamous Cell Carcinoma
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摘要:目的
筛选与食管癌放射抵抗相关的基因,为指导临床个体化治疗打下基础。
方法采用基因芯片技术检测放疗疗效差异最大的两组患者之间差异明显的CNV片段,筛选出这些CNV片段中的代表性基因。进一步从筛选出的高度相关的代表性基因中,利用qPCR进行验证。
结果基因芯片筛查的结果得到显著差异的CNV片段共5个,分别位于3、4、8、11、17号染色体,其中拷贝数缺失的(CN Loss)3个,增加的(CN Gain)1个,杂合性缺失的(LOH)1个。代表性基因分别为ROBO1、NSD2、CSMD3、CADM1、NF1。qPCR验证的放射抵抗相关基因为NSD2和CADM1,主要涉及DNA损伤修复通路和细胞黏附。
结论基因芯片筛选食管癌放射抵抗相关分子标记具有可行性。NSD2和CADM1可能是与食管癌放射抵抗的相关位点。
Abstract:ObjectiveTo identify the novel radioresistance-associated genes in esophageal squamous cell carcinoma and build a foundation for the individualized radiotherapy.
MethodsTwo groups of ESCC patients were selected: radiosensitive group (S) and radioresistant group (R). Copy number variation(CNV) profiles of the selected ESCC tissues were screened using genechip microarray to obtain significant symbolic genes. Furthermore, qPCR analysis was used to confirm the results of the microarray.
ResultsMicroarray assay results showed that the significant differences of CNVs occurred in chromosomes 3, 4, 8, 11 and 17, respectively. The symbolic genes were ROBO1 (CN Loss), NSD2 (CN Loss), CSMD3 (CN Gain), CADM1 (CN Loss) and NF1(LOH). Further, qPCR results demonstrated the radioresistant genes were NSD2 and CADM1 which were related to DNA damage repair and cell adhesion, respectively.
ConclusionThe application of genechip microarray technique in CNV profiles screening is a powerful strategy to identify novel radioresistance-associated biomarkers of ESCC. NSD2 and CADM1 may be the radioresistance-associated candidate genes in ESCC.
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Key words:
- Esophageal squamous cell carcinoma(ESCC) /
- Radiosensitive /
- Radioresistant /
- Microarray
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作者贡献朱青山:立题、主持研究、论文撰写
李军扩:病理资料采集
刘维鹏:病例采集、参考文献搜索
马庭炜:患者资料统计
代宁涛:协助病理资料采集、联系相关公司进行基因检测
冯连杰:课题设计
魏涛:数据分析
周福有:立项及课题指导 -
表 1 放射敏感组(S组)和放射抗拒组(R组)患者的一般临床资料(例)
Table 1 Clinical data of radiosensitive (S) and radio-resistant (R) groups (n)
表 2 放射敏感组(S组)和放射抵抗组(R组)患者的芯片分析结果
Table 2 Gene chip analysis results of radiosensitive (S) and radioresistant (R) groups
表 3 5个筛选基因的qPCR结果(x±s, n=10)
Table 3 qPCR results of five genes (x±s, n=10)
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[1] Torre LA, Siegel RL, Ward EM, et al. Global Cancer Incidence and Mortality Rates and Trends--An Update[J]. Cancer Epidemiol Biomarkers Prev, 2016, 25(1): 16-27.
[2] 宋国慧, 李东方, 孟凡书, 等.磁县2003-2012年上消化道癌发病率分析[J].肿瘤防治研究, 2016, 43(10): 887-93. doi: 10.3971/j.issn.1000-8578.2016.10.012 Song GH, Li DF, Meng FS, et al. Upper Gastrointestinal Carcinomas Incidence from 2003 to 2012 in Cixian, Hebei Province[J]. Zhong Liu Fang Zhi Yan Jiu, 2016, 43(10): 887-93. doi: 10.3971/j.issn.1000-8578.2016.10.012
[3] Nomura M, Oze I, Kodaira T, et al. Comparison between surgery and definitive chemoradiotherapy for patients with resectable esophageal squamous cell carcinoma: a propensity score analysis[J]. Int J Clin Oncol, 2016, 21(5): 890-8. doi: 10.1007/s10147-016-0963-3
[4] 孔雁, 高红梅.食管癌放射治疗10年生存分析及不同治疗方式的疗效比较[J].肿瘤防治研究, 2015, 42(1): 56-61. doi: 10.3971/j.issn.1000-8578.2015.01.014 Kong Y, Gao HM. Long Outcome of Radiotherapy for Esophageal Carcinoma and Efficacy Comparison of Different Treatment Methods[J]. Zhong Liu Fang Zhi Yan Jiu, 2015, 42(1): 56-61. doi: 10.3971/j.issn.1000-8578.2015.01.014
[5] 王立东, 刘敏, 户彦龙, 等.食管癌超长期和短期生存患者临床病理变化对比分析[J].肿瘤防治研究, 2014, 41(3): 193-8. doi: 10.3971/j.issn.1000-8578.2014.03.001 Wang LD, Liu M, Hu YL, et al. Comparative Analysis of Clinicopathological Changes in Esophageal Cancer Patients with Ultra-long and Short-term Survival[J]. Zhong Liu Fang Zhi Yan Jiu, 2014, 41(3): 193-8. doi: 10.3971/j.issn.1000-8578.2014.03.001
[6] 张红, 吴清明.食管癌放射抗拒的细胞信号通路研究进展[J].肿瘤防治研究, 2014, 41(4): 425-7. doi: 10.3971/j.issn.1000-8578.2014.04.032 Zhang H, Wu QM. Research Progress of Cell Signaling Pathways of Esophageal Cancer Radioresistance[J]. Zhong Liu Fang Zhi Yan Jiu, 2014, 41(4): 425-7. doi: 10.3971/j.issn.1000-8578.2014.04.032
[7] 周志国, 甄婵军, 梁军利, 等.食管癌AJCC/UICC第6、7版TNM分期分段方法在放疗患者中的比较[J].肿瘤防治研究, 2015, 42(8): 772-6. doi: 10.3971/j.issn.1000-8578.2015.08.005 Zhou ZG, Zhen CJ, Liang JL, et al. Comparison of 6th and 7th Editions of AJCC/UICC TNM Staging for Esophageal Cancer Patients Received Radiotherapy[J]. Zhong Liu Fang Zhi Yan Jiu, 2015, 42(8): 772-6. doi: 10.3971/j.issn.1000-8578.2015.08.005
[8] Torre LA, Bray F, Siegel RL, et al. Global cancer statistics, 2012[J]. CA Cancer J Clin, 2015, 65(2): 87-108. doi: 10.3322/caac.21262
[9] Rice TW, Gress DM, Patil DT, et al. Cancer of the esophagus and esophagogastric junction-Major changes in the American Joint Committee on Cancer eighth edition cancer staging manual[J]. CA Cancer J Clin, 2017, 67(4): 304-17. doi: 10.3322/caac.v67.4
[10] Chen W, Zheng R, Baade PD, et al. Cancer statistics in China, 2015[J]. CA Cancer J Clin, 2016, 66(2): 115-32. doi: 10.3322/caac.21338
[11] 朱青山, 申静, 王能超, 等.非手术治疗食管癌的临床分期研究[J].肿瘤防治研究, 2013, 40(2): 168-71. doi: 10.3971/j.issn.1000-8578.2013.02.011 Zhu QS, Shen J, Wang NC, et al. Study of clinical staging of esophageal cancer treated by non-surgical methods[J]. Zhong Liu Fang Zhi Yan Jiu, 2013, 40(2): 168-71. doi: 10.3971/j.issn.1000-8578.2013.02.011
[12] Bennett RL, Swaroop A, Troche C, et al. The Role of Nuclear Receptor-Binding SET Domain Family Histone LysineMethyltransferases in Cancer[J]. Cold Spring Harb Perspect Med, 2017, 7(6). pii: a026708. doi: 10.1101/cshperspect.a026708
[13] Morishita M, Mevius D, di Luccio E. In vitro histone lysine methylation by NSD1, NSD2/MMSET/WHSC1 and NSD3/WHSC1L[J]. BMC Struct Biol, 2014, 14: 25.
[14] 雷宏维, 陶凯雄. NSD2与肿瘤关系的研究进展[J].世界华人消化杂志, 2017, 25(36): 3218-23. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=hrxhzz201736008 Lei HW, Tao KX. Relationship between NSD2 and tumors[J]. Shijie Hua Ren Xiao Hua Za Zhi, 2017, 25(36): 3218-23. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=hrxhzz201736008
[15] Qian JB, Liu HB, Zhu Y, et al. CADM1 mRNA expression and clinicopathological significance in esophageal squamous cell carcinoma tissue[J]. Genet Mol Res, 2017, 16(2).
[16] Zeng D, Wu X, Zheng J, et al. Loss of CADM1/TSLC1 Expression Is Associated with Poor Clinical Outcome in Patients with Esophageal Squamous Cell Carcinoma[J]. Gastroenterol Res Pract, 2016, 2016: 6947623. http://www.wanfangdata.com.cn/details/detail.do?_type=perio&id=Doaj000004159611