Identification and Validation of Common Reference Genes for Normalization of Esophageal Squamous Cell Carcinoma Gene Expression Profiles

被引:2
作者
Xu, Jia [1 ]
Yang, Ming [2 ,3 ]
Shao, Ai-zhong [4 ]
Pan, Hui-wen [5 ]
Fan, Yi-xuan [1 ]
Chen, Ke-ping [1 ]
机构
[1] Jiangsu Univ, Sch Life Sci, Zhenjiang, Peoples R China
[2] Fifth Peoples Hosp Huaian City, Dept Gen Surg, Huaian, Peoples R China
[3] Jiangsu Univ, Sch Food & Biol Engn, Zhenjiang, Peoples R China
[4] Jiangsu Univ, Dept Cardiothorac Surg, Affiliated Peoples Hosp, Zhenjiang, Peoples R China
[5] Jiangsu Univ, Dept Cardiothorac Surg, Affiliated Peoples Hosp, Zhenjiang, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
POLYMERASE-CHAIN-REACTION; SUITABLE REFERENCE GENES; HOUSEKEEPING GENES; CANCER PATIENTS; MESSENGER-RNA; PCR DATA; TUMOR; DIAGNOSIS; PROGNOSIS; SELECTION;
D O I
10.1155/2022/9125242
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Esophageal squamous cell carcinoma (ESCC) is one of the subtypes of esophageal cancer with Chinese characteristics, and its five-year survival rate is less than 20%. Early diagnosis is beneficial to improving the survival rate of ESCC significantly. Quantitative Real-Time Polymerase Chain Reaction is a high-throughput technique that can quantify tumor-related genes for early diagnosis. Its accuracy largely depends on the stability of the reference gene. There is no systematic scientific basis to demonstrate which reference gene expression is stable in ESCC and no consensus on the selection of internal reference. Therefore, this research used four software programs (The comparative delta-Ct method, GeNorm, NormFinder, and BestKeeper) to evaluate the expression stability of eight candidate reference genes commonly used in other tumor tissues and generated a comprehensive analysis by RefFinder. Randomly selected transcriptome sequencing analysis confirmed the SPP1 gene is closely related to ESCC. It was found that the expression trend of SPP1 obtained by RPS18 and PPIA as internal reference genes were the same as that of sequencing. The results show that RPS18 and PPIA are stable reference genes, and PPIA + RPS18 are a suitable reference gene combination. This is a reference gene report that combines transcriptome sequencing analysis and only focuses on ESCC, which makes the quantification more precise, systematic, and standardized, and promotes gene regulation research and the early diagnosis of ESCC in the future.
引用
收藏
页数:16
相关论文
共 100 条
[1]   Normalization of real-time quantitative reverse transcription-PCR data: A model-based variance estimation approach to identify genes suited for normalization, applied to bladder and colon cancer data sets [J].
Andersen, CL ;
Jensen, JL ;
Orntoft, TF .
CANCER RESEARCH, 2004, 64 (15) :5245-5250
[2]   Selection of Endogenous Control Reference Genes for Studies on Type 1 or Type 2 Endometrial Cancer [J].
Ayakannu, Thangesweran ;
Taylor, Anthony H. ;
Konje, Justin C. .
SCIENTIFIC REPORTS, 2020, 10 (01)
[3]   Screening of miRNAs in plasma as a diagnostic biomarker for cardiac disease based on optimization of extraction and qRT-PCR condition assay through amplification efficiency [J].
Ban, Eunmi ;
Kwon, Haejin ;
Seo, Hong Seog ;
Yoo, Young Sook ;
Song, Eun Joo .
BMC BIOTECHNOLOGY, 2021, 21 (01)
[4]   Identification of miR-93 as a suitable miR for normalizing miRNA in plasma of tuberculosis patients [J].
Barry, Simone E. ;
Chan, Brian ;
Ellis, Magda ;
Yang, YuRong ;
Plit, Marshall L. ;
Guan, Guangyu ;
Wang, Xiaolin ;
Britton, Warwick J. ;
Saunders, Bernadette M. .
JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2015, 19 (07) :1606-1613
[5]   Utility of the housekeeping genes 18S rRNA, β-actin and glyceraldehyde-3-phosphate-dehydrogenase for normalization in real-time quantitative reverse transcriptase-polymerase chain reaction analysis of gene expression in human T lymphocytes [J].
Bas, A ;
Forsberg, G ;
Hammarström, S ;
Hammarström, ML .
SCANDINAVIAN JOURNAL OF IMMUNOLOGY, 2004, 59 (06) :566-573
[6]   Distinct JNK/VEGFR signaling on angiogenesis of breast cancer-associated pleural fluid based on hormone receptor status [J].
Changchien, Chih-Ying ;
Chang, Hsin-Han ;
Dai, Ming-Shen ;
Tsai, Wen-Chiuan ;
Tsai, Hao-Chung ;
Wang, Chieh-Yung ;
Shen, Ming-Sheng ;
Cheng, Li-Ting ;
Lee, Herng-Sheng ;
Chen, Ying ;
Tsai, Chen-Liang .
CANCER SCIENCE, 2021, 112 (02) :781-791
[7]   Reference gene selection for qRT-PCR analyses of luffa (Luffa cylindrica) plants under abiotic stress conditions [J].
Chen, Min-dong ;
Wang, Bin ;
Li, Yong-ping ;
Zeng, Mei-juan ;
Liu, Jian-ting ;
Ye, Xin-ru ;
Zhu, Hai-sheng ;
Wen, Qing-fang .
SCIENTIFIC REPORTS, 2021, 11 (01)
[8]  
Chimba C, 2021, EUR J PUBLIC HEALTH, V31, P425
[9]  
Compton C.C., 2012, AJCC cancer staging atlas a companion to the seventh editions of the AJCC cancer staging manual and handbook
[10]  
Coyne KJ, 2022, ADV PHYTOPLANKTON EC, P303, DOI DOI 10.1016/B978-0-12-822861-6.00019-4