Meta-analysis of gene expression in relapsed childhood B-acute lymphoblastic leukemia

被引:27
作者
Chow, Yock-Ping [1 ]
Alias, Hamidah [1 ,2 ]
Jamal, Rahman [1 ,2 ]
机构
[1] Univ Kebangsaan Malaysia, UKM Med Mol Biol Inst, UMBI, Med Ctr, Kuala Lumpur 56000, Malaysia
[2] Univ Kebangsaan Malaysia, Natl Univ Malaysia, Fac Med, Med Ctr,Dept Pediat, Kuala Lumpur 56000, Malaysia
关键词
Pediatric B-acute lymphoblastic leukemia; Relapse; Microarray; Gene expression; CELL LUNG-CANCER; NF-KAPPA-B; MYELOPEROXIDASE MESSENGER-RNA; YM155 PLUS DOCETAXEL; OPEN-LABEL; PHASE-II; SURVIVIN EXPRESSION; AURORA KINASES; PROGNOSTIC-SIGNIFICANCE; CYTOSINE-ARABINOSIDE;
D O I
10.1186/s12885-017-3103-1
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Relapsed pediatric B-acute lymphoblastic leukemia (B-ALL) remains as the leading cause of cancer death among children. Other than stem cell transplantation and intensified chemotherapy, no other improved treatment strategies have been approved clinically. Gene expression profiling represents a powerful approach to identify potential biomarkers and new therapeutic targets for various diseases including leukemias. However, inadequate sample size in many individual experiments has failed to provide adequate study power to yield translatable findings. With the hope of getting new insights into the biological mechanisms underpinning relapsed ALL and identifying more promising biomarkers or therapeutic targets, we conducted a meta-analysis of gene expression studies involving ALL from 3 separate studies. Method: By using the keywords "acute lymphoblastic leukemia", and "microarray", a total of 280 and 275 microarray datasets were found listed in Gene Expression Omnibus database GEO and ArrayExpress database respectively. Further manual inspection found that only three studies (GSE18497, GSE28460, GSE3910) were focused on gene expression profiling of paired diagnosis-relapsed pediatric B-ALL. These three datasets which comprised of a total of 108 matched diagnosis-relapsed pediatric B-ALL samples were then included for this meta-analysis using RankProd approach. Results: Our analysis identified a total of 1795 upregulated probes which corresponded to 1527 genes (pfp < 0.01; FC > 1), and 1493 downregulated probes which corresponded to 1214 genes (pfp < 0.01; FC < 1) respectively. S100A8 appeared as the top most overexpressed gene (pfp < 0.01, FC = 1.8) and is a potential target for further validation. Based on gene ontology biological process annotation, the upregulated genes were most enriched in cell cycle processes (enrichment score = 15.3), whilst the downregulated genes were clustered in transcription regulation (enrichment score = 12.6). Elevated expression of cell cycle regulators (e.g kinesins, AURKA, CDKs) was the key genetic defect implicated in relapsed ALL, and serve as attractive targets for therapeutic intervention. Conclusion: We identified S100A8 as the most overexpressed gene, and the cell cycle pathway as the most promising biomarker and therapeutic target for relapsed childhood B-ALL. The validity of the results warrants further investigation.
引用
收藏
页数:10
相关论文
共 93 条
[81]  
Wuchter C, 2004, HAEMATOLOGICA, V89, P363
[82]   Aurora-A contributes to cisplatin resistance and lymphatic metastasis in non-small cell lung cancer and predicts poor prognosis [J].
Xu, Jie ;
Yue, Cai-feng ;
Zhou, Wei-hua ;
Qian, Yuan-min ;
Zhang, Yan ;
Wang, Shao-wu ;
Liu, An-wen ;
Liu, Quentin .
JOURNAL OF TRANSLATIONAL MEDICINE, 2014, 12
[83]   Aurora-A Identifies Early Recurrence and Poor Prognosis and Promises a Potential Therapeutic Target in Triple Negative Breast Cancer [J].
Xu, Jie ;
Wu, Xing ;
Zhou, Wei-hua ;
Liu, An-wen ;
Wu, Jian-bing ;
Deng, Jin-yun ;
Yue, Cai-feng ;
Yang, Shao-bing ;
Wang, Jing ;
Yuan, Zhong-yu ;
Liu, Quentin .
PLOS ONE, 2013, 8 (02)
[84]   Effects of silencing S100A8 and S100A9 with small interfering RNA on the migration of CNE1 nasopharyngeal carcinoma cells [J].
Yan, Lin-Lin ;
Huang, Yuan-Jiao ;
Yi, Xiang ;
Yan, Xue-Min ;
Cai, Yan ;
He, Qin ;
Han, Zi-Jian .
ONCOLOGY LETTERS, 2015, 9 (06) :2534-2540
[85]   AZD1152, a novel and selective aurora B kinase inhibitor, induces growth arrest, apoptosis, and sensitization for tubulin depolymerizing agent or topoisomerase II inhibitor in human acute leukemia cells in vitro and in vivo [J].
Yang, Jing ;
Ikezoe, Takayuki ;
Nishioka, Chie ;
Tasaka, Taizo ;
Taniguchi, Ayuko ;
Kuwayama, Yoshio ;
Komatsu, Naoki ;
Bandobashi, Kentaro ;
Togitani, Kazuto ;
Koeffler, H. Phillip ;
Taguchi, Hirokuni ;
Yokoyama, Akihito .
BLOOD, 2007, 110 (06) :2034-2040
[86]   Tumor-specific gene expression using the survivin promoter is further increased by hypoxia [J].
Yang, L ;
Cao, Z ;
Li, F ;
Post, DE ;
Van Meir, EG ;
Zhong, H ;
Wood, WC .
GENE THERAPY, 2004, 11 (15) :1215-1223
[87]   S100A8-targeting siRNA enhances arsenic trioxide-induced myeloid leukemia cell death by down-regulating autophagy [J].
Yang, Liangchun ;
Yang, Minghua ;
Zhang, Hong ;
Wang, Zhuo ;
Yu, Yan ;
Xie, Min ;
Zhao, Mingyi ;
Liu, Liying ;
Cao, Lizhi .
INTERNATIONAL JOURNAL OF MOLECULAR MEDICINE, 2012, 29 (01) :65-72
[88]   RETRACTED: S100A8 Contributes to Drug Resistance by Promoting Autophagy in Leukemia Cells (Retracted article. See vol. 15, 2020) [J].
Yang, Minghua ;
Zeng, Pei ;
Kang, Rui ;
Yu, Yan ;
Yang, Liangchun ;
Tang, Daolin ;
Cao, Lizhi .
PLOS ONE, 2014, 9 (05)
[89]  
Yao R, 2007, ANTICANCER RES, V27, P3051
[90]   Identification of aurora kinase A as an unfavorable prognostic factor and potential treatment target for metastatic gastrointestinal stromal tumors [J].
Yeh, Chun-Nan ;
Yen, Chueh-Chuan ;
Chen, Yen-Yang ;
Cheng, Chi-Tung ;
Huang, Shih-Chiang ;
Chang, Ting-Wei ;
Yao, Fang-Yi ;
Lin, Yung-Chan ;
Wen, Yao-Shan ;
Chiang, Kun-Chun ;
Chen, Jen-Shi ;
Yeh, Ta-Sen ;
Tzeng, Cheng-Hwai ;
Chao, Ta-Chung ;
Fletcher, Jonathan A. .
ONCOTARGET, 2014, 5 (12) :4071-4086