Bioinformatic screening of papillary thyroid carcinoma related prognostic genes

  • MA Chuanghai ,
  • CHEN Guo ,
  • LIAO Peifen
Expand
  • 1. No.2 Department of General Surgery, Shantou Chaonan Minsheng Hospital, Guangdong 515000,China;
    2. Shantou Chaonan Minsheng Hospital;
    3. Department of Clinical Medicine, Xiamen Medical College

Received date: 2022-07-27

  Online published: 2023-03-07

Abstract

Objective: To analyze prognostic genes of papillary thyroid carcinoma with bioinformatics and to provide theoretical basis for subsequent experiments, so to further study the possible mechanism of papillary thyroid carcinoma. Methods: RNA sequencing data on papillary thyroid carcinoma and para-carcinoma tissue samples were downloaded from The Cancer Genome Atlas (TCGA) database with the bioinformatics method, and differential genes were obtained by differential analysis. Biological function and pathway enrichment analysis on different genes were analyzed using Gene Ontology (GO) database and the Kyoto Encyclopedia of Genes (KEGG) database. Key genes were screened by protein-protein interaction (PPI). The influence of key genes on survival and prognosis of patients with papillary thyroid carcinoma was studied with survival analysis. Results: A total of 237 cases of papillary thyroid carcinoma was screened from TCGA database, including 212 cases of papillary thyroid carcinoma tissue and 25 cases of para-thyroid carcinoma tissue. A total of 715 differential genes were screened by differential gene analysis. Pathway enrichment analysis showed that signal transduction activity and retrograde endocannabinoid signaling were the main pathways. A total of 18 key genes were screened with PPI method, including 9 up-regulated genes and 9 down-regulated genes. Survival analysis showed that patients with high expression of OPRK1 had a poor prognosis. Conclusion: The expression level of OPRK1 is significantly correlated with the survival time of patients. However, the specific mechanism needs to be further studied.

Cite this article

MA Chuanghai , CHEN Guo , LIAO Peifen . Bioinformatic screening of papillary thyroid carcinoma related prognostic genes[J]. Journal of Baotou Medical College, 2023 , 39(1) : 23 -27 . DOI: 10.16833/j.cnki.jbmc.2023.01.006

References

[1] Davies L, Welch HG. Current thyroid cancer trends in the United States[J]. JAMA Otolaryngol Head Neck Surg, 2014, 140(4): 317-322.
[2] Lalami Y, Awada A. Recurrent thyroid cancer: a molecular-based therapeutic breakthrough[J]. Curr Opin Oncol, 2011, 23(3): 235-240.
[3] Chereau N, Giudicelli X, Pattou F, et al. Diffuse sclerosing variant of papillary thyroid carcinoma is associated with aggressive histopathological features and a poor outcome: results of a large multicentric study[J]. J Clin Endocrinol Metab, 2016, 101(12): 4603-4610.
[4] Bikas A, Burman KD. Epidemiology of thyroid cancer[M]. Cham: Springer, 2019: 541-547.
[5] Lauss M, Kriegner A, Vierlinger K, et al. Characterization of the drugged human genome[J]. Pharmacogenomics, 2007, 8(8): 1063-1073.
[6] Zhou SL, Dai Z, Zhou ZJ, et al. Overexpression of CXCL5 mediates neutrophil infiltration and indicates poor prognosis for hepatocellular carcinoma[J]. Hepatology, 2012, 56(6): 2242-2254.
[7] Zhang W, Wang H, Sun M, et al. CXCL5/CXCR2 axis in tumor microenvironment as potential diagnostic biomarker and therapeutic target[J]. Cancer Commun, 2020, 40(2-3): 69-80.
[8] Harihar S, Ray S, Narayanan S, et al. Role of the tumor microenvironment in regulating the anti-metastatic effect of KISS1[J]. Clin Exp Metastasis, 2020, 37(2): 209-223.
[9] Savvidis C, Papaoiconomou E, Petraki C, et al. The role of KISS1/KISS1R system in tumor growth and invasion of differentiated thyroid cancer[J]. Anticancer Res, 2015, 35(2): 819-26.
[10] Ringel MD, Hardy E, Bernet VJ, et al. Metastin receptor is overexpressed in papillary thyroid cancer and activates MAP kinase in thyroid cancer cells[J]. J Clin Endocrinol Metab, 2002, 87(5): 2399-2402.
[11] Savvidis C, Papaoiconomou E, Petraki C, et al. The role of KISS1/KISS1R system in tumor growth and invasion of differentiated thyroid cancer[J]. Anticancer Res, 2015, 35(2): 819-826.
[12] Qu M, Wan S, Ren B, et al. Association between TSHR gene methylation and papillary thyroid cancer: a meta-analysis[J]. Endocrine, 2020, 69(3): 508-515.
[13] Sarkar P, Kumar S. Calcium sensing receptor modulation for cancer therapy[J]. Asian Pac J Cancer Prev, 2012, 13(8): 3561-3568.
[14] Sherman SK, Maxwell JE, Carr JC, et al. Gene expression accurately distinguishes liver metastases of small bowel and pancreas neuroendocrine tumors[J]. Clin Exp Metastasis, 2014, 31(8): 935-944.
[15] Zhang YF, Xu QX, Liao LD, et al. κ-Opioid receptor in the nucleus is a novel prognostic factor of esophageal squamous cell carcinoma[J]. Hum Pathol, 2013, 44(9): 1756-65.
[16] Chen D, Chen Y, Yan Y, et al. Down-regulation of the tumour suppressor κ-opioid receptor predicts poor prognosis in hepatocellular carcinoma patients[J]. BMC Cancer, 2017, 17(1): 1-11.
[17] Li H, Ma Z, Lei Y. The expression of kappa-opioid receptor promotes the migration of breast cancer cells in vitro[J]. BMC Anesthesiol, 2021, 21(1): 1-10.
[18] Yamamizu K, Furuta S, Hamada Y, et al. к Opioids inhibit tumor angiogenesis by suppressing VEGF signaling[J]. Sci Rep, 2013, 3(1): 1-8.
[19] Yamamizu K, Hamada Y, Narita M.κ Opioid receptor ligands regulate angiogenesis in development and in tumours[J]. Br J Pharmacol, 2015, 172(2): 268-276.
[20] Tian F, Zheng XY, Li J, et al. κ-Opioid receptor stimulation improves endothelial function via Akt-stimulated NO production in hyperlipidemic rats[J]. Sci Rep, 2016, 6(1): 1-10.
[21] Cui Y, Feng N, Gu X, et al. κ-Opioid receptor stimulation reduces palmitate-induced apoptosis via Akt/eNOS signaling pathway[J]. Lipids Health Dis, 2019, 18(1): 1-9.
[22] Dai H, Wang P, Mao H, et al. Dynorphin activation of kappa opioid receptor protects against epilepsy and seizure-induced b1rain injury via PI3K/Akt/Nrf2/HO-1 pathway[J]. Cell Cycle, 2019, 18(2): 226-237.
[23] Liu L, Yu J, Xu X. Kappa-opioid receptor agonist U50448H protects against renal ischemia-reperfusion injury in rats via activating the PI3K/Akt signaling pathway[J]. Acta Pharmacol Sin, 2018, 39(1): 97-106.
Outlines

/