Discovery of lncRNA-Based ProsRISK Score in Serum as Potential Biomarkers for Improved Accuracy of Prostate Cancer Detection

被引:0
作者
Jiang, Xiumei [1 ]
Liu, Zhongchao [1 ]
Wang, Hongxing [1 ]
Wang, Lishui [1 ]
机构
[1] Shandong Univ, Qilu Hosp, Dept Clin Lab, Jinan, Shandong, Peoples R China
关键词
biomarker; diagnosis; lncRNA; prostate cancer; serum; LONG NONCODING RNAS; NEAT1; TRANSCRIPTION; DIAGNOSIS;
D O I
10.1111/jcmm.70555
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Circulating lncRNAs have emerged as promising biomarkers for the diagnosis of various cancers. This study aimed to establish an accurate risk prediction model based on serum lncRNAs to facilitate the detection of prostate cancer (PCA). RT-qPCR was used to analyse the levels of candidate lncRNAs, and four lncRNAs (NEAT1, ARLNC1, FOXP4-AS1 and DSCAM-AS1) were identified to be differently expressed in serum from 190 PCA patients, 140 benign controls, and 170 healthy controls. A ProsRISK score based on four lncRNAs and prostate-specific antigen (PSA) was established in the training set. ROC analysis in the validation set revealed that the ProsRISK demonstrated more powerful capacity in discriminating PCA from healthy and benign controls, with an AUC of 0.926 (95% CI: 0.882-0.970) and 0.837 (95% CI: 0.770-0.904), which were significantly higher than those of the lncRNA panel or PSA alone (all at p < 0.05). Moreover, the ProsRISK showed good diagnostic performance for PCA I-II patients compared with healthy and benign controls, and the corresponding AUCs were 0.905 (95% CI: 0.843-0.968) and 0.819 (95% CI: 0.732-0.907). Our findings indicated that the constructed ProsRISK could be a reliable risk stratification model and have great potential for clinical use to improve the precision surveillance for PCA.
引用
收藏
页数:10
相关论文
共 50 条
[1]   Serum Long Non-Coding RNAs PVT1, HOTAIR, and NEAT1 as Potential Biomarkers in Egyptian Women with Breast Cancer [J].
Abd El-Fattah, Amal Ahmed ;
Sadik, Nermin Abdel Hamid ;
Shaker, Olfat Gamil ;
Mohamed Kamal, Amal ;
Shahin, Nancy Nabil .
BIOMOLECULES, 2021, 11 (02) :1-19
[2]   DIAGNOSTIC-TESTS-2 - PREDICTIVE VALUES .4. [J].
ALTMAN, DG ;
BLAND, JM .
BRITISH MEDICAL JOURNAL, 1994, 309 (6947) :102-102
[3]   A randomized trial of risk-adapted screening for prostate cancer in young men-Results of the first screening round of the PROBASE trial [J].
Arsov, Christian ;
Albers, Peter ;
Herkommer, Kathleen ;
Gschwend, Juergen ;
Imkamp, Florian ;
Peters, Inga ;
Kuczyk, Markus ;
Hadaschik, Boris ;
Kristiansen, Glen ;
Schimmoeller, Lars ;
Antoch, Gerald ;
Rummeny, Ernst ;
Wacker, Frank ;
Schlemmer, Heinz ;
Benner, Axel ;
Siener, Roswitha ;
Kaaks, Rudolf ;
Becker, Nikolaus .
INTERNATIONAL JOURNAL OF CANCER, 2022, 150 (11) :1861-1869
[4]   Recent Global Patterns in Prostate Cancer Incidence and Mortality Rates [J].
Culp, MaryBeth B. ;
Soerjomataram, Isabelle ;
Efstathiou, Jason A. ;
Bray, Freddie ;
Jemal, Ahmedin .
EUROPEAN UROLOGY, 2020, 77 (01) :38-52
[5]   The Controversial Relationship Between Benign Prostatic Hyperplasia and Prostate Cancer: The Role of Inflammation [J].
De Nunzio, Cosimo ;
Kramer, Gero ;
Marberger, Michael ;
Montironi, Rodolfo ;
Nelson, William ;
Schroder, Fritz ;
Sciarra, Alessandro ;
Tubaro, Andrea .
EUROPEAN UROLOGY, 2011, 60 (01) :106-117
[6]   A combination of urinary biomarker panel and PancRISK score for earlier detection of pancreatic cancer: A case-control study [J].
Debernardi, Silvana ;
O'Brien, Harrison ;
Algahmdi, Asma S. ;
Malats, Nuria ;
Stewart, Grant D. ;
Pljesa-Ercegovac, Marija ;
Costello, Eithne ;
Greenhalf, William ;
Saad, Amina ;
Roberts, Rhiannon ;
Ney, Alexander ;
Pereira, Stephen P. ;
Kocher, Hemant M. ;
Duffy, Stephen ;
Blyuss, Oleg ;
Crnogorac-Jurcevic, Tatjana .
PLOS MEDICINE, 2020, 17 (12)
[7]   Prostatitis, other genitourinary infections and prostate cancer risk: Influence of non-steroidal anti-inflammatory drugs? Results from the EPICAP study [J].
Doat, Solene ;
Marous, Miguelle ;
Rebillard, Xavier ;
Tretarre, Brigitte ;
Lamy, Pierre-Jean ;
Soares, Paolo ;
Delbos, Olivier ;
Thuret, Rodolphe ;
Segui, Bruno ;
Cenee, Sylvie ;
Menegaux, Florence .
INTERNATIONAL JOURNAL OF CANCER, 2018, 143 (07) :1644-1651
[8]   Lead Time and Overdiagnosis in Prostate-Specific Antigen Screening: Importance of Methods and Context [J].
Draisma, Gerrit ;
Etzioni, Ruth ;
Tsodikov, Alex ;
Mariotto, Angela ;
Wever, Elisabeth ;
Gulati, Roman ;
Feuer, Eric ;
de Koning, Harry .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2009, 101 (06) :374-383
[9]   Prostate MRI, with or without MRI-targeted biopsy, and systematic biopsy for detecting prostate cancer [J].
Drost, Frank-Jan H. ;
Osses, Daniel F. ;
Nieboer, Daan ;
Steyerberg, Ewout W. ;
Bangma, Chris H. ;
Roobol, Monique J. ;
Schoots, Ivo G. .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2019, (04)
[10]   Long noncoding RNAs in gastric cancer: From molecular dissection to clinical application [J].
Gao, Yue ;
Wang, Jun-Wei ;
Ren, Jia-Yi ;
Guo, Mian ;
Guo, Cheng-Wang ;
Ning, Shang-Wei ;
Yu, Shan .
WORLD JOURNAL OF GASTROENTEROLOGY, 2020, 26 (24) :3401-3412