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Lang K, Köhler CU, Wichert K, Deix T, Bartsch G, Sommer G, Lübke C, Roghmann F, Reike MJ, Krentel H, Engellandt K, Schiermeier S, Menke V, Noldus J, Behrens T, Brüning T, Käfferlein HU. Urinary DNA-methylation and protein biomarkers identify urothelial carcinoma among other genitourinary diseases and cancer-free individuals. J Transl Med 2024; 22:1061. [PMID: 39587670 PMCID: PMC11590282 DOI: 10.1186/s12967-024-05844-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 10/31/2024] [Indexed: 11/27/2024] Open
Abstract
BACKGROUND For more than 80 years, cystoscopy has been the gold standard for identification of urothelial carcinoma (UCa). Because of many factors, such as pain of the patients during this procedure or the costs involved, non-invasive detection of UCa remains a challenge. Herein, we verify our previously identified urinary biomarkers C-X-C Motif Chemokine Ligand 16 (CXCL16) and transforming growth-factor beta induced protein (TGFBI) on the protein level as well as the CpG sites ALOX5, TRPS1 and an intergenic region on Chromosome 16 on DNA methylation level in an independent cross-sectional study. METHODS We collected N = 1119 urines from individuals coming to urological and gynecological check-ups, follow-up care or patients suspicious for UCa or already diagnosed for different urologic or gynecologic cancer entities. We performed methylation analysis of various CpG sites with DNA isolated from urine sediment and quantified the concentration of the protein markers CXCL16 and TGFBI in the corresponding urine supernatant using ELISA. We tested for patient-group differences with two-sided Wilcoxon rank sum tests and examined the performance with receiver operating characteristic curves. For verification, we analyzed the marker performance with previously set cutoff-values and marker combinations with established and experimental algorithms (with logical OR-conjunction, iterative threshold-based biomarker and score combining algorithm "PanelomiX"). RESULTS Evaluation confirmed that our previously identified protein and DNA methylation biomarkers can distinguish UCa from frequent urological and gynecological cancers. CXCL16 and TGFBI discriminated UCa cases with a sensitivity of 31% and 56% and a specificity of 94% and 85%, respectively. Combining methylation markers resulted in UCa detection in men with a sensitivity of 54% and a specificity of 94%. Extending analysis by combining all methylation and protein markers (up to five markers in total) yielded a convincingly high specificity of 97% at a sensitivity of 72% for the identification of UCa patients within a heterogeneous collective of cancer-free individuals and patients suffering from urological or gynecological cancers. CONCLUSION Combining various biomarkers at protein and DNA level demonstrates a new option of non-invasive UCa diagnosis in urine, and thus might help to reduce the number of unnecessary cystoscopies, especially in patients without a history of UCa.
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Affiliation(s)
- Kerstin Lang
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), 44789, Bochum, Germany
| | - Christina U Köhler
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), 44789, Bochum, Germany
| | - Katharina Wichert
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), 44789, Bochum, Germany
| | - Thomas Deix
- URO DR, Clinic of Urology and Andrology, Mülheimer Str. 37, 40878, Ratingen, Germany
| | - Georg Bartsch
- URO DR, Clinic of Urology and Andrology, Mülheimer Str. 37, 40878, Ratingen, Germany
| | - Gudrun Sommer
- Surgery of Gynecology, Husemannplatz 6-7, 44787, Bochum, Germany
| | - Christiane Lübke
- Surgery of Gynecology, Husemannplatz 6-7, 44787, Bochum, Germany
| | - Florian Roghmann
- Department of Urology, Marien Hospital Herne, Ruhr University Bochum, Hölkeskampring 40, 44625, Herne, Germany
| | - Moritz J Reike
- Department of Urology, Marien Hospital Herne, Ruhr University Bochum, Hölkeskampring 40, 44625, Herne, Germany
| | - Harald Krentel
- Department of Obstetrics and Gynecology, Bethesda Hospital, Duisburg, Germany
| | - Katja Engellandt
- Department of Obstetrics and Gynecology, Bethesda Hospital, Duisburg, Germany
| | - Sven Schiermeier
- Department of Obstetrics and Gynecology, Marien-Hospital, University Witten-Herdecke, Witten, Germany
| | - Valentin Menke
- Department of Obstetrics and Gynecology, St. Anna Hospital, Herne, Germany
| | - Joachim Noldus
- Department of Urology, Marien Hospital Herne, Ruhr University Bochum, Hölkeskampring 40, 44625, Herne, Germany
| | - Thomas Behrens
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), 44789, Bochum, Germany
| | - Thomas Brüning
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), 44789, Bochum, Germany
| | - Heiko U Käfferlein
- Institute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), 44789, Bochum, Germany.
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Differential Expression of a Panel of Ten CNTN1-Associated Genes during Prostate Cancer Progression and the Predictive Properties of the Panel Towards Prostate Cancer Relapse. Genes (Basel) 2021; 12:genes12020257. [PMID: 33578925 PMCID: PMC7916715 DOI: 10.3390/genes12020257] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 01/29/2021] [Accepted: 02/01/2021] [Indexed: 12/18/2022] Open
Abstract
Contactin 1 (CNTN1) is a new oncogenic protein of prostate cancer (PC); its impact on PC remains incompletely understood. We observed CNTN1 upregulation in LNCaP cell-derived castration-resistant PCs (CRPC) and CNTN1-mediated enhancement of LNCaP cell proliferation. CNTN1 overexpression in LNCaP cells resulted in enrichment of the CREIGHTON_ENDOCRINE_THERAPY_RESISTANCE_3 gene set that facilitates endocrine resistance in breast cancer. The leading-edge (LE) genes (n = 10) of this enrichment consist of four genes with limited knowledge on PC and six genes novel to PC. These LE genes display differential expression during PC initiation, metastatic progression, and CRPC development, and they predict PC relapse following curative therapies at hazard ratio (HR) 2.72, 95% confidence interval (CI) 1.96–3.77, and p = 1.77 × 10−9 in The Cancer Genome Atlas (TCGA) PanCancer cohort (n = 492) and HR 2.72, 95% CI 1.84–4.01, and p = 4.99 × 10−7 in Memorial Sloan Kettering Cancer Center (MSKCC) cohort (n = 140). The LE gene panel classifies high-, moderate-, and low-risk of PC relapse in both cohorts. Additionally, the gene panel robustly predicts poor overall survival in clear cell renal cell carcinoma (ccRCC, p = 1.13 × 10−11), consistent with ccRCC and PC both being urogenital cancers. Collectively, we report multiple CNTN1-related genes relevant to PC and their biomarker values in predicting PC relapse.
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