Comprehensive proteomics and platform validation of urinary biomarkers for bladder cancer diagnosis and staging

被引:19
作者
Vanarsa, Kamala [1 ]
Castillo, Jessica [1 ]
Wang, Long [2 ]
Lee, Kyung Hyun [3 ]
Pedroza, Claudia [3 ]
Lotan, Yair [4 ]
Mohan, Chandra [1 ]
机构
[1] Univ Houston, Dept Biomed Engn, 3517 Cullen Blvd,Room 2027, Houston, TX 77204 USA
[2] Cent South Univ, Dept Urol, Xiangya Hosp 3, Changsha, Peoples R China
[3] Univ Texas Hlth Sci Ctr Houston, Ctr Clin Res & Evidence Based Med, Houston, TX USA
[4] UT Southwestern Med Ctr, Dept Urol, Dallas, TX USA
关键词
Bladder cancer; Proteomics; Biomarkers; Protein biomarkers; Diagnostic biomarkers; Surveillance biomarkers; MATRIX METALLOPROTEINASE-1; INTERLEUKIN-8; DISCOVERY; CARCINOMA; MARKERS;
D O I
10.1186/s12916-023-02813-x
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundBladder cancer (BC) is among the most common cancers diagnosed in men in the USA. The current gold standards for the diagnosis of BC are invasive or lack the sensitivity to correctly identify the disease.MethodsAn aptamer-based screen analyzed the expression of 1317 proteins in BC compared to urology clinic controls. The top hits were subjected to systems biology analyses. Next, 30 urine proteins were ELISA-validated in an independent cohort of 68 subjects. Three of these proteins were next validated in an independent BC cohort of differing ethnicity.ResultsSystems biology analysis implicated molecular functions related to the extracellular matrix, collagen, integrin, heparin, and transmembrane tyrosine kinase signaling in BC susceptibility, with HNF4A and NFKB1 emerging as key molecular regulators. STEM analysis of the dysregulated pathways implicated a functional role for the immune system, complement, and interleukins in BC disease progression. Of 21 urine proteins that discriminated BC from urology clinic controls (UC), urine d-dimer displayed the highest accuracy (0.96) and sensitivity of 97%. Furthermore, 8 urine proteins significantly discriminated MIBC from NMIBC (AUC = 0.75-0.99), with IL-8 and IgA being the best performers. Urine IgA and fibronectin exhibited the highest specificity of 80% at fixed sensitivity for identifying advanced BC.ConclusionsGiven the high sensitivity (97%) of urine d-dimer for BC, it may have a role in the initial diagnosis or detection of cancer recurrence. On the other hand, urine IL-8 and IgA may have the potential in identifying disease progression during patient follow-up. The use of these biomarkers for initial triage could have a significant impact as the current cystoscopy-based diagnostic and surveillance approach is costly and invasive when compared to a simple urine test.
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页数:17
相关论文
共 57 条
[1]  
Albaba Dania, 2015, Microarrays (Basel), V4, P424, DOI 10.3390/microarrays4030424
[2]  
[Anonymous], 2015, SOMAscan Proteomic Assay Technical White Paper, P1
[3]  
[Anonymous], Cancer Facts and Statistics |
[4]   Low- and high-grade bladder cancer appraisal via serum-based proteomics approach [J].
Bansal, Navneeta ;
Gupta, Ashish ;
Sankhwar, Satya Narain ;
Mandi, Abbas Ali .
CLINICA CHIMICA ACTA, 2014, 436 :97-103
[5]   Microhematuria: AUA/SUFU Guideline [J].
Barocas, Daniel A. ;
Boorjian, Stephen A. ;
Alvarez, Ronald D. ;
Downs, Tracy M. ;
Gross, Cary P. ;
Hamilton, Blake D. ;
Kobashi, Kathleen C. ;
Lipman, Robert R. ;
Lotan, Yair ;
Ng, Casey K. ;
Nielsen, Matthew E. ;
Peterson, Andrew C. ;
Raman, Jay D. ;
Smith-Bindman, Rebecca ;
Souter, Lesley H. .
JOURNAL OF UROLOGY, 2020, 204 (04) :778-786
[6]  
Carvalho CM, 2009, ARTIF INTELL, V5, P73
[7]  
Catalina A., 2020, arXiv
[8]   Diagnosis and Treatment of Non-Muscle Invasive Bladder Cancer: AUA/SUO Guideline [J].
Chang, Sam S. ;
Boorjian, Stephen A. ;
Chou, Roger ;
Clark, Peter E. ;
Daneshmand, Siamak ;
Konety, Badrinath R. ;
Pruthi, Raj ;
Quale, Diane Z. ;
Ritch, Chad R. ;
Seigne, John D. ;
Skinner, Eila Curlee ;
Smith, Norm D. ;
McKiernan, James M. .
JOURNAL OF UROLOGY, 2016, 196 (04) :1021-1029
[9]   Elucidating Novel Serum Biomarkers Associated with Pulmonary Tuberculosis Treatment [J].
De Groote, Mary A. ;
Nahid, Payam ;
Jarlsberg, Leah ;
Johnson, John L. ;
Weiner, Marc ;
Muzanyi, Grace ;
Janjic, Nebojsa ;
Sterling, David G. ;
Ochsner, Urs A. .
PLOS ONE, 2013, 8 (04)
[10]   Multiplatform Biomarker Discovery for Bladder Cancer Recurrence Diagnosis [J].
De Paoli, Marine ;
Gogalic, Selma ;
Sauer, Ursula ;
Preininger, Claudia ;
Pandha, Hardev ;
Simpson, Guy ;
Horvath, Andras ;
Marquette, Christophe .
DISEASE MARKERS, 2016, 2016