Discovery and Validation of Novel microRNA Panel for Non-Invasive Prediction of Prostate Cancer

被引:1
作者
Kumari, Shweta [1 ]
Manoj, Anveshika [1 ]
Rungta, Sumit [2 ]
Kumar, Manoj [3 ]
Prasad, Gautam [1 ]
Kumar, Durgesh [1 ]
Mahdi, Abbas A. [1 ]
Ahmad, Mohammad Kaleem [1 ]
机构
[1] King Georges Med Univ, Biochem, Lucknow, India
[2] King Georges Med Univ, Gastroenterol, Lucknow, India
[3] King Georges Med Univ, Urol, Lucknow, India
关键词
castration-resistant prostate cancer; panel mirna; diagnostic biomarker; non-invasive; microrna; prostate cancer;
D O I
10.7759/cureus.58207
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Early diagnosis remains a challenge for prostate cancer (PCa) due to molecular heterogeneity. The purpose of our study was to explore the diagnostic potential of microRNA (miRNA) in both tissue and serum that may aid in the precise and early clinical diagnosis of PCa. Materials and methods: The miRNA expression pattern analysis was carried out in 250 subjects (discovery and validation cohort). The Discovery Cohort included the control (n = 30) and PCa (n = 35) subjects, while the Validation Cohort included the healthy control (n = 60), benign prostate hyperplasia (BPH) (n = 55), PCa (n = 50), and castration-resistant PCa (CRPC) (n = 20) patients. The expression analysis of tissue (Discovery Cohort) and serum (Validation Cohort) was carried out by quantitative polymerase chain reaction (qPCR). The diagnostic biomarker potential was evaluated using receiver operating characteristics (ROC). Bioinformatic tools were used to explore and analyze miRNA target genes. Results: MiRNA 4510 and miRNA 183 were significantly (p<0.001) upregulated and miRNA 329 was significantly (p<0.0001) downregulated in both PCa tissue and serum. ROC curve analysis showed excellent non-invasive biomarker potential of miRNA 4510 in both PCa (area under the curve (AUC) 0.984; p<0.001) and CRPC (AUC 0.944; p<0.001). The panel of serum miRNAs (miRNA 183 and miRNA 4510) designed for PCa had significant and greater AUC with both 100% sensitivity and specificity. Computational analysis shows that the maximum number of target genes are transcription factors that regulate oncogenes and tumor suppressors. Conclusion: Based on ROC curve analysis, miRNAs 4510, 329, and 711 were identified as potential non-invasive diagnostic biomarkers in the early detection of PCa. Our findings imply that a panel of miRNAs 183 and 4510 has high specificity for distinguishing PCa from healthy controls and providing therapeutic targets for better and earlier PCa therapy.
引用
收藏
页数:15
相关论文
共 30 条
[11]   The profiles of miR-4510 expression level in breast cancer [J].
Majed, Sevan Omer ;
Mustafa, Suhad Asad .
SCIENTIFIC REPORTS, 2023, 13 (01)
[12]   Screening and validation of novel serum panel of microRNA in stratification of prostate cancer [J].
Manoj, Anveshika ;
Ahmad, Mohammad K. ;
Prasad, Gautam ;
Kumar, Durgesh ;
Mahdi, Abbas A. ;
Kumar, Manoj .
PROSTATE INTERNATIONAL, 2023, 11 (03) :150-158
[13]   MicroRNAs as biomarkers for prostate cancer prognosis: a systematic review and a systematic reanalysis of public data [J].
Rana, Sharmila ;
Valbuena, Gabriel N. ;
Curry, Ed ;
Bevan, Charlotte L. ;
Keun, Hector C. .
BRITISH JOURNAL OF CANCER, 2022, 126 (03) :502-513
[14]   Epidemiology of Prostate Cancer [J].
Rawla, Prashanth .
WORLD JOURNAL OF ONCOLOGY, 2019, 10 (02) :63-89
[15]   The Role of MicroRNAs in the Regulation of Gastric Cancer Stem Cells: A Meta-Analysis of the Current Status [J].
Ruggieri, Vitalba ;
Russi, Sabino ;
Zoppoli, Pietro ;
La Rocca, Francesco ;
Angrisano, Tiziana ;
Falco, Geppino ;
Calice, Giovanni ;
Laurino, Simona .
JOURNAL OF CLINICAL MEDICINE, 2019, 8 (05)
[16]   Prediction of biomarker miRNAs signature in colorectal cancer metastasis to liver cancer [J].
Salehi, Z. ;
Hadadi, P. ;
Tavallaei, Omid .
ELECTRONIC JOURNAL OF GENERAL MEDICINE, 2019, 16 (01)
[17]   Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries [J].
Sung, Hyuna ;
Ferlay, Jacques ;
Siegel, Rebecca L. ;
Laversanne, Mathieu ;
Soerjomataram, Isabelle ;
Jemal, Ahmedin ;
Bray, Freddie .
CA-A CANCER JOURNAL FOR CLINICIANS, 2021, 71 (03) :209-249
[18]   microRNA-183 is an oncogene targeting Dkk-3 and SMAD4 in prostate cancer [J].
Ueno, K. ;
Hirata, H. ;
Shahryari, V. ;
Deng, G. ;
Tanaka, Y. ;
Tabatabai, Z. L. ;
Hinoda, Y. ;
Dahiya, R. .
BRITISH JOURNAL OF CANCER, 2013, 108 (08) :1659-1667
[19]   Developing New Treatment Options for Castration-Resistant Prostate Cancer and Recurrent Disease [J].
Wang, Bo-Ren ;
Chen, Yu-An ;
Kao, Wei-Hsiang ;
Lai, Chih-Ho ;
Lin, Ho ;
Hsieh, Jer-Tsong .
BIOMEDICINES, 2022, 10 (08)
[20]   mir-329 restricts tumor growth by targeting grb2 in pancreatic cancer [J].
Wang, Xinjing ;
Lu, Xiongxiong ;
Zhang, Tian ;
Wen, Chenlei ;
Shi, Minmin ;
Tang, Xiaomei ;
Chen, Hao ;
Peng, Chenghong ;
Li, Hongwei ;
Fang, Yuan ;
Deng, Xiaxing ;
Shen, Baiyong .
ONCOTARGET, 2016, 7 (16) :21441-21453