Abstract
The purpose of this study was to define the proteome profile of fine needle aspiration (FNA) samples of malignant major salivary gland tumors (MSGT) compared to benign counterparts, and to evaluate potential clinical correlations and future applications. Patients affected by MSGT (n = 20), pleomorphic adenoma (PA) (n = 37) and Warthin’s tumor (WT) (n = 14) were enrolled. Demographic, clinical and histopathological data were registered for all patients. FNA samples were processed to obtain the protein extracts. Protein separation was obtained by two-dimensional electrophoresis (2-DE) and proteins were identified by mass spectrometry. Western blot analysis was performed to validate the 2-DE results. Statistical differences between groups were calculated by the Mann–Whitney U test for non-normal data. Spearman’s rank correlation coefficient was calculated to evaluate correlations among suggested protein biomarkers and clinical parameters. Twelve and 27 differentially expressed spots were found for MSGT versus PA and MSGT versus WT, respectively. Among these, annexin-5, cofilin-1, peptidyl-prolyl-cis–trans-isomerase-A and F-actin-capping-alpha-1 were able to differentiate MSGT from PA, WT, and healthy samples. Moreover, STRING analysis suggested cofilin-1 as a key node of protein interactions. Some of the overexpressed proteins are related to some clinical factors of our cohort, such as survival and outcome. Our results suggest potential protein biomarkers of MSGT, which could allow for more appropriate treatment plans, as well as shedding light on the molecular pathways involved.
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References
El-Naggar AK, Chan JKC, Grandis JR, Takata T, Slootweg PJ. WHO Classification of head and neck tumours. 4th ed. Lyon: IARC Press; 2017.
Pfeiffer J, Ridder GJ. Diagnostic value of ultrasound-guided core needle biopsy in patients with salivary gland masses. Int J Oral Maxillofac Surg. 2012;41:437–43.
Brennan PA, Davies B, Poller D, Meadb Z, Bayne D, Puxeddu R, et al. Fine needle aspiration cytology (FNAC) of salivary gland tumours: repeat aspiration provides further information in cases with an unclear initial cytological diagnosis. Br J Oral Maxillofac Surg. 2010;48:26–9.
Stewart CJ, MacKenzie K, McGarry GW, Mowat A. Fine-needle aspiration cytology of salivary gland: a review of 341 cases. Diagn Cytopathol. 2000;22:139–46.
Yaranal PJ, Umashankar T. Squamous cell carcinoma arising in Warthin’s tumour: a case report. J Clin Diagn Res. 2013;7:163–5.
Giusti L, Iacconi P, Ciregia F, Giannaccini G, Basolo F, Donatini GL, et al. Proteomic analysis of human thyroid fine needle aspiration fluid. J Endocrinol Invest. 2007;30:865–9.
Giusti L, Iacconi P, Ciregia F, Giannaccini G, Donatini GL, Baolo F, et al. Fine-needle aspiration of thyroid nodules: proteomic analysis to identify cancer biomarkers. J Proteome Res. 2008;7:4079–88.
Donadio E, Giusti L, Seccia V, Ciregia F, da Valle Y, Dallan I, et al. New insight into benign tumours of major salivary glands by proteomic approach. PLoS ONE. 2013;26:e71874.
Giusti L, Baldini C, Bazzichi L, Ciregia F, Tonazzini I, Mascia G, et al. Proteome analysis of whole saliva: a new tool for rheumatic diseases–the example of Sjögren’s syndrome. Proteomics. 2007;7:1634–43.
Aude-Garcia C, Collin-Faure V, Luche S, Rabilloud T. Improvements and simplifications in in-gel fluorescent detection of proteins using ruthenium II tris-(bathophenanthroline disulfonate): the poor man’s fluorescent detection method. Proteomics. 2011;11:324–8.
Giusti L, Mantua V, Da Valle Y, Ciregia F, Ventroni T, Orsolini G, et al. Search for peripheral biomarkers in patients affected by acutely psychotic bipolar disorder: a proteomic approach. Mol BioSyst. 2014;10:1246–54.
Ciregia F, Giusti L, Da Valle Y, Donadio E, Consensi A, Giacomelli C, et al. A multidisciplinary approach to study a couple of monozygotic twins discordant for the chronic fatigue syndrome: a focus on potential salivary biomarkers. J Transl Med. 2013;11:243–56.
Giusti L, Da Valle Y, Bonotti A, Donadio E, Ciregia F, Ventroni T, et al. Comparative proteomic analysis of malignant pleural mesothelioma evidences an altered expression of nuclear lamin and filament-related proteins. Proteomics Clin Appl. 2014;8:258–68.
Donadio E, Giusti L, Cetani F, Da Valle Y, Ciregia F, Giannaccini G, et al. Evaluation of formalin-fixed paraffin-embedded tissues in the proteomic analysis of parathyroid glands. Proteome Sci. 2011;9:29–38.
Mutlu A, Ozturk M, Akpinar G, Kasap M, Kanli A. Proteomics analysis of adenoma of the human parotid gland. Eur Arch Otorhinolaryngol. 2017;274:3183–95.
Busch A, Bauer L, Wardelmann E, Rudack C, Grünewald I, Stenner M. Prognostic relevance of epithelial-mesenchymal transition and proliferation in surgically treated primary parotid gland cancer. J Clin Pathol. 2017;70:403–9.
Schneider S, Kloimstein P, Pammer J, Brannath W, Grasl MCh, Erovic BM. New diagnostic markers in salivary gland tumors. Eur Arch Otorhinolaryngol. 2014;271:1999–2007.
Matse JH, Yoshizawa J, Wang X, Elashoff D, Bolscher JG, Veerman EC, et al. Human salivary micro-RNA in patients with parotid salivary gland neoplasms. PLoS ONE. 2015;10:e0142264.
Longuespee R, Boyon C, Castellier C, Jacquet A, Desmons A, Kerdraon O, et al. The C-terminal fragment of the immunoproteasome PA28S (Reg alpha) as an early diagnosis and tumor relapse biomarker: evidence from mass spectrometry profiling. Histochem Cell Biol. 2012;138:141–54.
Lemaire R, Menguellet SA, Stauber J, Marchaudon V, Lucot JP, Collinet P, et al. Specific MALDI imaging and profiling for biomarker hunting and validation: fragment of the 11S proteasome activator complex, Reg alpha fragment, is a new potential ovary cancer biomarker. J Proteome Res. 2007;6:4127–34.
Feng X, Jiang Y, Xie L, Jiang L, Li J, Sun C, et al. Overexpression of proteasomal activator PA28α serves as a prognostic factor in oral squamous cell carcinoma. J Exp Clin Cancer Res. 2016;35:35–46.
Kim K, McCully ME, Bhattacharya N, Butler B, Sept D, Cooper JA. Structure/function analysis of the interaction of phosphatidylinositol 4,5-bisphosphate with actin-capping protein: implications for how capping protein binds the actin filament. J Biol Chem. 2007;282:5871–9.
Kanellos G, Frame MC. Cellular functions of the ADF/cofilin family at a glance. J Cell Sci. 2016;129:3211–8.
Shishkin S, Eremina L, Pashintseva N, Kovalev L, Kovaleva M. Cofilin-1 and other ADF/cofilin superfamily members in human malignant cells. Int J Mol Sci. 2016;18:E10.
Wang H, Tao L, Jin F, Gu H, Dai X, Ni T, et al. Cofilin 1 induces the epithelial-mesenchymal transition of gastric cancer cells by promoting cytoskeletal rearrangement. Oncotarget. 2017;8:39131–42.
Madak-Erdogan Z, Ventrella R, Petry L, Katzenellenbogen BS. Novel roles for ERK5 and cofilin as critical mediators linking ERα-driven transcription, actin reorganization, and invasiveness in breast cancer. Mol Cancer Res. 2014;12:714–27.
Liu Y, Wang Z, Huang D, Wu C, Li H, Zhang X, et al. LMO2 promotes tumor cell invasion and metastasis in basal-type breast cancer by altering actin cytoskeleton remodeling. Oncotarget. 2017;8:9513–24.
Wang W, Mouneimne G, Sidani M, Wyckoff J, Chen X, Makris A, et al. The activity status of cofilin is directly related to invasion, intravasation, and metastasis of mammary tumors. J Cell Biol. 2006;173:395–404.
Oleinik NV, Helke KL, Kistner-Griffin E, Krupenko NI, Krupenko SA. Rho GTPases RhoA and Rac1 mediate effects of dietary folate on metastatic potential of A549 cancer cells through the control of cofilin phosphorylation. J Biol Chem. 2014;289:26383–94.
Satoh M, Takano S, Sogawa K, Noda K, Yoshitomi H, Ishibashi M, et al. Immune-complex level of cofilin-1 in sera is associated with cancer progression and poor prognosis in pancreatic cancer. Cancer Sci. 2017;108:795–803.
Yang ZL, Miao X, Xiong L, Zou Q, Yuan Y, Li J, et al. CFL1 and Arp3 are biomarkers for metastasis and poor prognosis of squamous cell/adenosquamous carcinomas and adenocarcinomas of gallbladder. Cancer Invest. 2013;31:132–9.
Castro MA, Dal-Pizzol F, Zdanov S, Soares M, Müller CB, Lopes FM, et al. CFL1 expression levels as a prognostic and drug resistance marker in nonsmall cell lung cancer. Cancer. 2010;116:3645–55.
Nigro P, Pompilio G, Capogrossi MC. Cyclophilin A: a key player for human disease. Cell Death Dis. 2013;4:e888.
Obchoei S, Wongkhan S, Wongkham C, Li M, Yao Q, Chen C. Cyclophilin A: potential functions and therapeutic target for human cancer. Med Sci Monit. 2009;15:221–32.
Li M, Zhai Q, Bharadwaj U, Wang H, Li F, Fisher WE, et al. Cyclophilin A is overexpressed in human pancreatic cancer cells and stimulates cell proliferation through CD147. Cancer. 2006;106:2284–94.
Huang C, Sun Z, Sun Y, Chen X, Zhu X, Fan C, et al. Association of increased ligand cyclophilin A and receptor CD147 with hypoxia, angiogenesis, metastasis and prognosis of tongue squamous cell carcinoma. Histopathology. 2012;60:793–803.
Tao Y, Wang K, Chen Z, Long L, Wu Q, Cui F, et al. Correlation of five secretory proteins with the nasopharyngeal carcinoma metastasis and the clinical applications. Oncotarget. 2017;8:29383–94.
Feng W, Xin Y, Xiao Y, Li W, Sun D. Cyclophilin A enhances cell proliferation and xenografted tumor growth of early gastric cancer. Dig Dis Sci. 2015;60:2700–11.
Li Y, Guo H, Dong D, Wu H, Li E. Expression and prognostic relevance of cyclophilin A and matrix metalloproteinase 9 in esophageal squamous cell carcinoma. Diagn Pathol. 2013;8:207–12.
Yang J, Zhou M, Zhao R, Peng S, Luo Z, Li X, et al. Identification of candidate biomarkers for the early detection of nasopharyngeal carcinoma by quantitative proteomic analysis. J Proteomics. 2014;109:162–75.
Cheng S, Luo M, Ding C, Peng C, Lv Z, Tong R, et al. Downregulation of Peptidylprolyl isomerase A promotes cell death and enhances doxorubicin-induced apoptosis in hepatocellular carcinoma. Gene. 2016;591:236–44.
Peng B, Guo C, Guan H, Liu S, Sun MZ. Annexin A5 as a potential marker in tumors. Clin Chim Acta. 2014;427:42–8.
Giusti L, Lucacchini A. Proteomic studies of formalin-fixed paraffin-embedded tissues. Expert Rev Proteomics. 2013;10:165–77.
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We thank Mrs Diana Elizabeth Hearn for her support in revising and translating the manuscript and Ms. Anna Giovinazzo for her great help in organizing the scientific work.
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This study was approved by the the Local Ethics Committee (Comitato Etico Area Vasta Nord Ovest—CEAVNO, Azienda Ospedaliera Universitaria Pisana; Reference Number 29937). All procedures performed in studies involving human participants were in accordance with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
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Seccia, V., Navari, E., Donadio, E. et al. Proteomic Investigation of Malignant Major Salivary Gland Tumors. Head and Neck Pathol 14, 362–373 (2020). https://doi.org/10.1007/s12105-019-01040-2
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DOI: https://doi.org/10.1007/s12105-019-01040-2