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Kong T, Qu Y, Zhao T, Niu Z, Lv X, Wang Y, Ding Q, Wei P, Fu J, Wang L, Gao J, Zhou C, Wang S, Jiang J, Zheng J, Wang K, Wu K. Identification of novel protein biomarkers from the blood and urine for the early diagnosis of bladder cancer via proximity extension analysis. J Transl Med 2024; 22:314. [PMID: 38532419 PMCID: PMC10967215 DOI: 10.1186/s12967-024-04951-z] [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: 10/24/2023] [Accepted: 02/04/2024] [Indexed: 03/28/2024] Open
Abstract
BACKGROUND Bladder cancer (BC) is a very common urinary tract malignancy that has a high incidence and lethality. In this study, we identified BC biomarkers and described a new noninvasive detection method using serum and urine samples for the early detection of BC. METHODS Serum and urine samples were retrospectively collected from patients with BC (n = 99) and healthy controls (HC) (n = 50), and the expression levels of 92 inflammation-related proteins were examined via the proximity extension analysis (PEA) technique. Differential protein expression was then evaluated by univariate analysis (p < 0.05). The expression of the selected potential marker was further verified in BC and adjacent tissues by immunohistochemistry (IHC) and single-cell sequencing. A model was constructed to differentiate BC from HC by LASSO regression and compared to the detection capability of FISH. RESULTS The univariate analysis revealed significant differences in the expression levels of 40 proteins in the serum (p < 0.05) and 17 proteins in the urine (p < 0.05) between BC patients and HC. Six proteins (AREG, RET, WFDC2, FGFBP1, ESM-1, and PVRL4) were selected as potential BC biomarkers, and their expression was evaluated at the protein and transcriptome levels by IHC and single-cell sequencing, respectively. A diagnostic model (a signature) consisting of 14 protein markers (11 in serum and three in urine) was also established using LASSO regression to distinguish between BC patients and HC (area under the curve = 0.91, PPV = 0.91, sensitivity = 0.87, and specificity = 0.82). Our model showed better diagnostic efficacy than FISH, especially for early-stage, small, and low-grade BC. CONCLUSION Using the PEA method, we identified a panel of potential protein markers in the serum and urine of BC patients. These proteins are associated with the development of BC. A total of 14 of these proteins can be used to detect early-stage, small, low-grade BC. Thus, these markers are promising for clinical translation to improve the prognosis of BC patients.
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Affiliation(s)
- Tong Kong
- Ningbo Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences (CAS), Ningbo, 315300, People's Republic of China
| | - Yang Qu
- Ningbo Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences (CAS), Ningbo, 315300, People's Republic of China
| | - Taowa Zhao
- Ningbo Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences (CAS), Ningbo, 315300, People's Republic of China
| | - Zitong Niu
- Ningbo Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences (CAS), Ningbo, 315300, People's Republic of China
| | - Xiuyi Lv
- Ningbo Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences (CAS), Ningbo, 315300, People's Republic of China
| | - Yiting Wang
- Ningbo Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences (CAS), Ningbo, 315300, People's Republic of China
| | - Qiaojiao Ding
- Ningbo Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences (CAS), Ningbo, 315300, People's Republic of China
| | - Pengyao Wei
- Ningbo Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences (CAS), Ningbo, 315300, People's Republic of China
| | - Jun Fu
- LC-Bio Technology Co., Ltd., Hangzhou, China
| | | | - Jing Gao
- LC-Bio Technology Co., Ltd., Hangzhou, China
| | - Cheng Zhou
- Department of Urology, Key Laboratory of Translational Research for Urology of Ningbo City, Key Laboratory of Precision Medicine for Atherosclerotic Diseases of Zhejiang Province, The First Affiliated Hospital of Ningbo University (Ningbo First Hospital), Ningbo, Zhejiang, China
| | - Suying Wang
- Ningbo Clinical Pathology Diagnostic Centre, Ningbo, Zhejiang, China
| | - Junhui Jiang
- Department of Urology, Key Laboratory of Translational Research for Urology of Ningbo City, Key Laboratory of Precision Medicine for Atherosclerotic Diseases of Zhejiang Province, The First Affiliated Hospital of Ningbo University (Ningbo First Hospital), Ningbo, Zhejiang, China
| | - Jianping Zheng
- Ningbo Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences (CAS), Ningbo, 315300, People's Republic of China.
| | - Kaizhe Wang
- Ningbo Cixi Institute of BioMedical Engineering, Ningbo Institute of Materials Technology & Engineering, Chinese Academy of Sciences (CAS), Ningbo, 315300, People's Republic of China.
| | - Kerong Wu
- Department of Urology, Key Laboratory of Translational Research for Urology of Ningbo City, Key Laboratory of Precision Medicine for Atherosclerotic Diseases of Zhejiang Province, The First Affiliated Hospital of Ningbo University (Ningbo First Hospital), Ningbo, Zhejiang, China.
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Saeed-Vafa D, Chatzopoulos K, Hernandez-Prera J, Cano P, Saller JJ, Hallanger Johnson JE, McIver B, Boyle TA. RET splice site variants in medullary thyroid carcinoma. Front Genet 2024; 15:1377158. [PMID: 38566816 PMCID: PMC10985236 DOI: 10.3389/fgene.2024.1377158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 03/08/2024] [Indexed: 04/04/2024] Open
Abstract
Introduction: Medullary thyroid carcinoma (MTC) is an aggressive cancer that is often caused by driver mutations in RET. Splice site variants (SSV) reflect changes in mRNA processing, which may alter protein function. RET SSVs have been described in thyroid tumors in general but have not been extensively studied in MTC. Methods: The prevalence of RET SSVs was evaluated in 3,624 cases with next generation sequence reports, including 25 MTCs. Fisher exact analysis was performed to compare RET SSV frequency in cancers with/without a diagnosis of MTC. Results: All 25 MTCs had at least one of the two most common RET SSVs versus 0.3% of 3,599 cancers with other diagnoses (p < 0.00001). The 11 cancers with non-MTC diagnoses that had the common RET SSVs were 4 neuroendocrine cancers, 4 non-small cell lung carcinomas, 2 non-MTC thyroid cancers, and 1 melanoma. All 25 MTCs analyzed had at least one of the two most common RET SSVs, including 4 with no identified mutational driver. Discussion: The identification of RET SSVs in all MTCs, but rarely in other cancer types, demonstrates that these RET SSVs distinguish MTCs from other cancer types. Future studies are needed to investigate whether these RET SSVs play a pathogenic role in MTC.
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Mulè C, Ciampi R, Ramone T, Prete A, Matrone A, Cappagli V, Torregrossa L, Basolo F, Elisei R, Romei C. Higher RET Gene Expression Levels Do Not Represent anAlternative RET Activation Mechanism in Medullary Thyroid Carcinoma. Biomolecules 2021; 11:biom11101542. [PMID: 34680178 PMCID: PMC8533768 DOI: 10.3390/biom11101542] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 10/07/2021] [Accepted: 10/14/2021] [Indexed: 11/16/2022] Open
Abstract
This study was designed to investigate whether RET (rearranged during transfection) mRNA over-expression could be considered an alternative driver event for the development of medullary thyroid carcinoma (MTC), and if different RET isoforms could play a role in MTC tumorigenesis. Eighty-three MTC patients, whose mutational profile was previously identified by next-generation sequencing (NGS) IONS5, were included in this study. Expression analysis was performed by the quantitative reverse transcription-polymerase chain reaction technique. RET expression levels were found to be significantly higher in cases with RET somatic mutations than in cases that were negative for RET somatic mutations (p = 0.003) as well as in cases with a somatic mutation, either in RET or RAS than in cases negative for both these mutations (p = 0.01). All cases were positive for the RET51 isoform expression while only 72/83 (86.7%) were positive for RET9 isoform expression. A statistically significant higher expression of the RET51 isoform was found in cases positive for RET somatic mutation than in cases either positive for RAS mutation (p = 0.0006) or negative for both mutations (p = 0.001). According to our data, RET gene over-expression does not play a role in MTC tumorigenesis, neither as an entire gene or as an isoform. At variance, the RET gene, and in particular the RET51 isoform, is expressed higher in RET mutated cases. On the basis of these results we can hypothesize that the overexpression of RET, and in particular of RET51, could potentiate the transforming activity of mutated RET, making these cases more aggressive.
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Affiliation(s)
- Chiara Mulè
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (C.M.); (R.C.); (T.R.); (A.P.); (A.M.); (V.C.); (C.R.)
| | - Raffaele Ciampi
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (C.M.); (R.C.); (T.R.); (A.P.); (A.M.); (V.C.); (C.R.)
| | - Teresa Ramone
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (C.M.); (R.C.); (T.R.); (A.P.); (A.M.); (V.C.); (C.R.)
| | - Alessandro Prete
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (C.M.); (R.C.); (T.R.); (A.P.); (A.M.); (V.C.); (C.R.)
| | - Antonio Matrone
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (C.M.); (R.C.); (T.R.); (A.P.); (A.M.); (V.C.); (C.R.)
| | - Virginia Cappagli
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (C.M.); (R.C.); (T.R.); (A.P.); (A.M.); (V.C.); (C.R.)
| | - Liborio Torregrossa
- Department of Surgical, Medical, Molecular Pathology, University of Pisa, 56124 Pisa, Italy; (L.T.); (F.B.)
| | - Fulvio Basolo
- Department of Surgical, Medical, Molecular Pathology, University of Pisa, 56124 Pisa, Italy; (L.T.); (F.B.)
| | - Rossella Elisei
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (C.M.); (R.C.); (T.R.); (A.P.); (A.M.); (V.C.); (C.R.)
- Correspondence: ; Tel.: +39-050995120
| | - Cristina Romei
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (C.M.); (R.C.); (T.R.); (A.P.); (A.M.); (V.C.); (C.R.)
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Ramone T, Mulè C, Ciampi R, Bottici V, Cappagli V, Prete A, Matrone A, Piaggi P, Torregrossa L, Basolo F, Elisei R, Romei C. RET Copy Number Alteration in Medullary Thyroid Cancer Is a Rare Event Correlated with RET Somatic Mutations and High Allelic Frequency. Genes (Basel) 2020; 12:35. [PMID: 33383911 PMCID: PMC7824333 DOI: 10.3390/genes12010035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Revised: 12/17/2020] [Accepted: 12/24/2020] [Indexed: 01/10/2023] Open
Abstract
Copy number variations (CNV) of the RET gene have been described in 30% of Medullary Thyroid Cancer (MTC), but no information is available about their role in this tumor. This study was designed to clarify RET gene CNV prevalence and their potential role in MTC development. RET gene CNV were analyzed in 158 sporadic MTC cases using the ION Reporter Software (i.e., in silico analysis) while the multiplex ligation-dependent probe amplification assay (i.e., in vitro analysis) technique was performed in 78 MTC cases. We identified three categories of RET ploidy: 137 in 158 (86.7%) cases were diploid and 21 in 158 (13.3%) were aneuploid. Among the aneuploid cases, five out of 21 (23.8%) showed an allelic deletion while 16 out of 21 (76.2%) had an allelic amplification. The prevalence of amplified or deleted RET gene cases (aneuploid) was higher in RET positive tumors. Aneuploid cases also showed a higher allelic frequency of the RET driver mutation. The prevalence of patients with metastatic disease was higher in the group of aneuploid cases while the higher prevalence of disease-free patients was observed in diploid tumors. A statistically significant difference was found when comparing the ploidy status and mortality. RET gene CNVs are rare events in sporadic MTC and are associated with RET somatic mutation, suggesting that they could not be a driver mechanism of tumoral transformation per se. Finally, we found a positive correlation between RET gene CNV and a worse clinical outcome.
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Affiliation(s)
- Teresa Ramone
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (T.R.); (C.M.); (R.C.); (V.B.); (V.C.); (A.P.); (A.M.); (P.P.); (C.R.)
| | - Chiara Mulè
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (T.R.); (C.M.); (R.C.); (V.B.); (V.C.); (A.P.); (A.M.); (P.P.); (C.R.)
| | - Raffaele Ciampi
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (T.R.); (C.M.); (R.C.); (V.B.); (V.C.); (A.P.); (A.M.); (P.P.); (C.R.)
| | - Valeria Bottici
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (T.R.); (C.M.); (R.C.); (V.B.); (V.C.); (A.P.); (A.M.); (P.P.); (C.R.)
| | - Virginia Cappagli
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (T.R.); (C.M.); (R.C.); (V.B.); (V.C.); (A.P.); (A.M.); (P.P.); (C.R.)
| | - Alessandro Prete
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (T.R.); (C.M.); (R.C.); (V.B.); (V.C.); (A.P.); (A.M.); (P.P.); (C.R.)
| | - Antonio Matrone
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (T.R.); (C.M.); (R.C.); (V.B.); (V.C.); (A.P.); (A.M.); (P.P.); (C.R.)
| | - Paolo Piaggi
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (T.R.); (C.M.); (R.C.); (V.B.); (V.C.); (A.P.); (A.M.); (P.P.); (C.R.)
| | - Liborio Torregrossa
- Department of Surgical, Medical, Molecular Pathology, University of Pisa, 56124 Pisa, Italy; (L.T.); (F.B.)
| | - Fulvio Basolo
- Department of Surgical, Medical, Molecular Pathology, University of Pisa, 56124 Pisa, Italy; (L.T.); (F.B.)
| | - Rossella Elisei
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (T.R.); (C.M.); (R.C.); (V.B.); (V.C.); (A.P.); (A.M.); (P.P.); (C.R.)
| | - Cristina Romei
- Endocrine Unit, Department of Clinical and Experimental Medicine, University of Pisa, 56124 Pisa, Italy; (T.R.); (C.M.); (R.C.); (V.B.); (V.C.); (A.P.); (A.M.); (P.P.); (C.R.)
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