Combined signatures of serum proteome and transcriptome in patients with recurrent aphthous ulcer
Jie Bao
School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Contribution: Conceptualization, Data curation, Writing - original draft
Search for more papers by this authorJuan Chen
School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Contribution: Conceptualization, Formal analysis, Writing - original draft
Search for more papers by this authorXiZhao Zhang
School of 1st Clinical Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Contribution: Data curation, Methodology
Search for more papers by this authorLi Xu
School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Contribution: Conceptualization
Search for more papers by this authorYongSheng Fan
School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Contribution: Conceptualization, Project administration
Search for more papers by this authorCorresponding Author
XiaoBing Dou
School of Life Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Correspondence
XiaoBing Dou, School of Life Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, Zhejiang, China.
Email: [email protected].
Contribution: Conceptualization, Data curation, Writing - review & editing
Search for more papers by this authorJie Bao
School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Contribution: Conceptualization, Data curation, Writing - original draft
Search for more papers by this authorJuan Chen
School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Contribution: Conceptualization, Formal analysis, Writing - original draft
Search for more papers by this authorXiZhao Zhang
School of 1st Clinical Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Contribution: Data curation, Methodology
Search for more papers by this authorLi Xu
School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Contribution: Conceptualization
Search for more papers by this authorYongSheng Fan
School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Contribution: Conceptualization, Project administration
Search for more papers by this authorCorresponding Author
XiaoBing Dou
School of Life Sciences, Zhejiang Chinese Medical University, Hangzhou, China
Correspondence
XiaoBing Dou, School of Life Sciences, Zhejiang Chinese Medical University, Hangzhou 310053, Zhejiang, China.
Email: [email protected].
Contribution: Conceptualization, Data curation, Writing - review & editing
Search for more papers by this authorJie Bao, Juan Chen contributed equally to the paper as first authors.
Abstract
Objectives
Recurrent aphthous ulcer (RAU) is a common oral disease with unclear mechanism. This study aimed to explore the serum signatures of RAU patients via proteomic and transcriptomic analysis.
Methods
This study was based on clinical observation. Part of serum was used for clinical tests, while the rest was processed for isobaric tags for relative and absolute quantitation (ITRAQ) labeling coupled with two-dimensional liquid chromatography–tandem mass spectrometry (2D LC-MS/MS) combined with microRNA (miRNA) microarrays. Bioinformatic analysis was then used to obtain significant signatures, which was verified by ELISA, qRT-PCR, and dual-luciferase reporter gene assays.
Results
Clinical data showed that triglyceride level, white blood cell count, and neutrophils percentage were increased in RAU group, while lymphocytes percentage was decreased. ITRAQ-2D LC-MS/MS identified 22 upregulated and 33 downregulated proteins in RAU group. Simultaneously, miRNA microarrays identified 64 upregulated and 31 downregulated miRNAs. After integrative bioinformatic analysis and verification, three miRNA-protein pairs, mainly involved in oxidative stress and inflammation responses, were obtained. Additionally, the interaction network indicated the crucial role of complement and coagulation cascade pathway in RAU.
Conclusions
Our study revealed that complement and coagulation cascade pathway, oxidative stress, and inflammation responses may act as vital factors in pathogenesis of RAU.
CONFLICT OF INTEREST
All authors declared no potential conflicts of interest with respect to the authorship and publication of this manuscript.
Supporting Information
Filename | Description |
---|---|
odi13800-sup-0001-FigS1.tifTIFF image, 1.3 MB | Fig S1 |
odi13800-sup-0002-FigS2.tifTIFF image, 5.2 MB | Fig S2 |
odi13800-sup-0003-TableS1-S2.docxWord 2007 document , 25.2 KB | Table S1-S2 |
odi13800-sup-0004-Supinfo.xlsxExcel 2007 spreadsheet , 179.3 KB | Supplementary Material |
Please note: The publisher is not responsible for the content or functionality of any supporting information supplied by the authors. Any queries (other than missing content) should be directed to the corresponding author for the article.
REFERENCES
- Akintoye, S. O. & Greenberg, M. S. (2014). Recurrent aphthous stomatitis. Dental Clinics of North America, 58, 281–297.
- Bagan, J., Saez, G., Tormos, C., Gavalda, C., Sanchis, J. M., Bagan, L., & Scully, C. (2014). Oxidative stress and recurrent aphthous stomatitis. Clinical Oral Investigations, 18, 1919–1923.
- Bankvall, M., Östman, S., Jontell, M., & Torinsson Naluai, Å. (2020). A family-based genome-wide association study of recurrent aphthous stomatitis. Oral Diseases, 26, 1696–1705.
- Bilodeau, E. A., & Lalla, R. V. (2019). Recurrent oral ulceration: Etiology, classification, management, and diagnostic algorithm. Periodontology, 2000(80), 49–60.
- Bolstad, B. M., Irizarry, R. A., Astrand, M., & Speed, T. P. (2003). A comparison of normalization methods for high density oligonucleotide array data based on variance and bias. Bioinformatics, 19, 185–193.
- Carlsson, L. M., Jonsson, J., Edlund, T., & Marklund, S. L. (1995). Mice lacking extracellular superoxide dismutase are more sensitive to hyperoxia. Proceedings of the National Academy of Sciences of the United States of America, 92, 6264–6268.
- Chang, K. H., Mestdagh, P., Vandesompele, J., Kerin, M. J., & Miller, N. (2010). MicroRNA expression profiling to identify and validate reference genes for relative quantification in colorectal cancer. BMC Cancer, 10, https://doi.org/10.1186/1471-2407-10-173
- Chattopadhyay, A., & Chatterjee, S. (2007). Risk indicators for recurrent aphthous ulcers among adults in the US. Community Dentistry and Oral Epidemiology, 35, 152–159.
- Chen, G., Zhang, Y., Jin, X., Zhang, L., Zhou, Y., Niu, J., Chen, J., & Gu, Y. (2011). Urinary proteomics analysis for renal injury in hypertensive disorders of pregnancy with iTRAQ labeling and LC-MS/MS. Proteomics. Clinical Applications, 5, 300–310.
- Chen, H., Gao, S., & Cheng, C. (2018). MiR-323a-3p suppressed the glycolysis of osteosarcoma via targeting LDHA. Human Cell, 31, 300–309.
- Chen, Q. (2013). Diseases of oral mucosa. People's Medical Publishing House.
- Demchenko, I. T., Oury, T. D., Crapo, J. D., & Piantadosi, C. A. (2002). Regulation of the brain's vascular responses to oxygen. Circulation Research, 91, 1031–1037.
- Du, Q., Ni, S., Fu, Y., & Liu, S. (2018). Analysis of dietary related factors of recurrent aphthous stomatitis among college students. Evidence-Based Complementary and Alternative Medicine, 2018, 1–7.
- Dudding, T., Haworth, S., Lind, P. A., Sathirapongsasuti, J. F., Tung, J. Y., Mitchell, R., Colodro-Conde, L., Medland, S. E., Gordon, S., Elsworth, B., Paternoster, L., Franks, P. W., Thomas, S. J., Martin, N. G., & Timpson, N. J. (2019). Genome wide analysis for mouth ulcers identifies associations at immune regulatory loci. Nature Communications, 10, 1052.
- Ekinci, A., Demir, E., & Ekinci, H. (2020). Serum prolidase and oxidative stress levels in patients with recurrent aphthous stomatitis: A prospective, controlled study. Indian Journal of Dermatology, Venereology and Leprology, 86, 18–23.
- Fang, A., Zhang, Q., Fan, H., Zhou, Y., Yao, Y., Zhang, Y., & Huang, X. (2017). Discovery of human lactate dehydrogenase A (LDHA) inhibitors as anticancer agents to inhibit the proliferation of MG-63 osteosarcoma cells. MedChemComm, 8, 1720–1726.
- Fukai, T., & Ushio-Fukai, M. (2011). Superoxide dismutases: Role in redox signaling, vascular function, and diseases. Antioxidants and Redox Signaling, 15, 1583–1606.
- Gao, X., Gulari, E., & Zhou, X. (2004). In situ synthesis of oligonucleotide microarrays. Biopolymers, 73, 579–596.
- Graykowski, E. A., Barile, M. F., Lee, W. B., & Stanley, H. R. Jr (1966). Recurrent aphthous stomatitis. Clinical, therapeutic, histopathologic, and hypersensitivity aspects. JAMA, 196, 637–644.
- Greene, C. M., Marciniak, S. J., Teckman, J., Ferrarotti, I., Brantly, M. L., Lomas, D. A., Stoller, J. K., & McElvaney, N. G. (2016). alpha1-Antitrypsin deficiency. Nature Reviews. Disease Primers, 2, 16051.
- Hamedi, S., Sadeghpour, O., Shamsardekani, M. R., Amin, G., Hajighasemali, D., & Feyzabadi, Z. (2016). The most common herbs to cure the most common oral disease: Stomatitis recurrent aphthous ulcer (RAU). Iranian Red Crescent Medical Journal, 18, https://doi.org/10.5812/ircmj.21694
- Han, H.-S., Jo, Y. N., Lee, J. Y., Choi, S.-Y., Jeong, Y., Yun, J., & Lee, O.-J. (2014). Identification of suitable reference genes for the relative quantification of microRNAs in pleural effusion. Oncology Letters, 8, 1889–1895.
- Han, J., He, Z., Li, K., & Hou, L. (2015). Microarray analysis of potential genes in the pathogenesis of recurrent oral ulcer. International Journal of Clinical and Experimental Pathology, 8, 12419–12427.
- Huling, L. B., Baccaglini, L., Choquette, L., Feinn, R. S., & Lalla, R. V. (2012). Effect of stressful life events on the onset and duration of recurrent aphthous stomatitis. Journal of Oral Pathology and Medicine, 41, 149–152.
- Hunt, J. M., & Tuder, R. (2012). Alpha 1 anti-trypsin: One protein, many functions. Current Molecular Medicine, 12, 827–835.
- Jin, G. Z., Li, Y., Cong, W. M., Yu, H., Dong, H., Shu, H., Liu, X. H., Yan, G. Q., Zhang, L., Zhang, Y., Kang, X. N., Guo, K., Wang, Z. D., Yang, P. Y., & Liu, Y. K. (2011). iTRAQ-2DLC-ESI-MS/MS based identification of a new set of immunohistochemical biomarkers for classification of dysplastic nodules and small hepatocellular carcinoma. Journal of Proteome Research, 10, 3418–3428.
- Jin, X., Wang, Y., Zhang, X., Zhang, W., Wang, H., & Chen, C. (2020). Gene mapping and functional annotation of GWAS of oral ulcers using FUMA software. Scientific Reports, 10, https://doi.org/10.1038/s41598-020-68976-2
- Le, A., Cooper, C. R., Gouw, A. M., Dinavahi, R., Maitra, A., Deck, L. M., Royer, R. E., Vander Jagt, D. L., Semenza, G. L., & Dang, C. V. (2010). Inhibition of lactate dehydrogenase A induces oxidative stress and inhibits tumor progression. Proceedings of the National Academy of Sciences of the United States of America, 107, 2037–2042.
- Lewkowicz, N., Kur, B., Kurnatowska, A., Tchorzewski, H., & Lewkowicz, P. (2011). Expression of Th1/Th2/Th3/Th17-related genes in recurrent aphthous ulcers. Archivum Immunologiae Et Therapiae Experimentalis, 59, 399–406.
- Li, Y. T., Wang, D. M., Zeng, C. W., Liu, Y. C., Huang, G. Y., & Mei, Z. L. (2018). Salivary metabolomics profile of patients with recurrent aphthous ulcer as revealed by liquid chromatography–tandem mass spectrometry. Journal of International Medical Research, 46, 1052–1062.
- Liu, X., Yang, Z., Chen, Z., Chen, R., Zhao, D., Zhou, Y., & Qiao, L. (2015). Effects of the suppression of lactate dehydrogenase A on the growth and invasion of human gastric cancer cells. Oncology Reports, 33, 157–162.
- Mira, E., Carmona-Rodriguez, L., Perez-Villamil, B., Casas, J., Fernandez-Acenero, M. J., Martinez-Rey, D., Martin-Gonzalez, P., Heras-Murillo, I., Paz-Cabezas, M., Tardaguila, M., Oury, T. D., Martin-Puig, S., Lacalle, R. A., Fabrias, G., Diaz-Rubio, E., & Manes, S. (2018). SOD3 improves the tumor response to chemotherapy by stabilizing endothelial HIF-2alpha. Nature Communications, 9, 575.
- O'Leary, B. R., Fath, M. A., Bellizzi, A. M., Hrabe, J. E., Button, A. M., Allen, B. G., Case, A. J., Altekruse, S., Wagner, B. A., Buettner, G. R., Lynch, C. F., Hernandez, B. Y., Cozen, W., Beardsley, R. A., Keene, J., Henry, M. D., Domann, F. E., Spitz, D. R., & Mezhir, J. J. (2015). Loss of SOD3 (EcSOD) expression promotes an aggressive phenotype in human pancreatic ductal adenocarcinoma. Clinical Cancer Research, 21, 1741–1751.
- Qin, L., Kao, Y. W., Lin, Y. L., Peng, B. Y., Deng, W. P., Chen, T. M., Lin, K. C., Yuan, K. S., Wu, A. T. H., Shia, B. C., & Wu, S. Y. (2018). Recurrent aphthous stomatitis may be a precursor or risk factor for specific cancers: A case-control frequency-matched study. Cancer Medicine, 7, 4104–4114.
- Rittirsch, D., Flierl, M. A., & Ward, P. A. (2008). Harmful molecular mechanisms in sepsis. Nature Reviews Immunology, 8, 776–787.
- Slebioda, Z., Szponar, E., & Kowalska, A. (2014). Etiopathogenesis of recurrent aphthous stomatitis and the role of immunologic aspects: Literature review. Archivum Immunologiae Et Therapiae Experimentalis, 62, 205–215.
- Sun, X., Sun, Z., Zhu, Z., Guan, H., Zhang, J., Zhang, Y., Xu, H., & Sun, M. (2014). Clinicopathological significance and prognostic value of lactate dehydrogenase A expression in gastric cancer patients. PLoS One, 9, e91068.
- Tugrul, S., Kocyigit, A., Dogan, R., Eren, S. B., Senturk, E., Ozturan, O., & Ozar, O. F. (2016). Total antioxidant status and oxidative stress in recurrent aphthous stomatitis. International Journal of Dermatology, 55, e130–e135.
- Wang, Y. S., Cao, R., Jin, H., Huang, Y. P., Zhang, X. Y., Cong, Q., He, Y. F., & Xu, C. J. (2011). Altered protein expression in serum from endometrial hyperplasia and carcinoma patients. Journal of Hematology & Oncology, 4, 15.
- Xiao, Z., Li, G., Chen, Y., Li, M., Peng, F., Li, C., Li, F., Yu, Y., Ouyang, Y., Xiao, Z., & Chen, Z. (2010). Quantitative proteomic analysis of formalin-fixed and paraffin-embedded nasopharyngeal carcinoma using iTRAQ labeling, two-dimensional liquid chromatography, and tandem mass spectrometry. The Journal of Histochemistry and Cytochemistry, 58, 517–527.
- Xu, D. D., Deng, D. F., Li, X., Wei, L. L., Li, Y. Y., Yang, X. Y., Yu, W., Wang, C., Jiang, T. T., Li, Z. J., Chen, Z. L., Zhang, X., Liu, J. Y., Ping, Z. P., Qiu, Y. Q., & Li, J. C. (2014). Discovery and identification of serum potential biomarkers for pulmonary tuberculosis using iTRAQ-coupled two-dimensional LC-MS/MS. Proteomics, 14, 322–331.
- Ye, H., Sun, L., Huang, X., Zhang, P., & Zhao, X. (2010). A proteomic approach for plasma biomarker discovery with 8-plex iTRAQ labeling and SCX-LC-MS/MS. Molecular and Cellular Biochemistry., 343, 91–99.
- Zahran, F., Ghalwash, D., Shaker, O., Al-Johani, K., & Scully, C. (2015). Salivary microRNAs in oral cancer. Oral Diseases, 21, 739–747.
- Zhang, Z., Li, S., & Fang, H. (2017). Enzymatic antioxidants status in patients with recurrent aphthous stomatitis. Journal of Oral Pathology & Medicine, 46, 817–820.
- Zhu, W., Ma, L., Qian, J., Xu, J., Xu, T., Pang, L., Zhou, H., Shu, Y., & Zhou, J. (2018). The molecular mechanism and clinical significance of LDHA in HER2-mediated progression of gastric cancer. American Journal of Translational RESEARCH, 10, 2055–2067.