Heterogeneous expression of long noncoding RNA RP11-109D20.2: Insights into regulatory gene expression roles in colon cancer

Document Type : Original Article

Authors

1 Department of Biology, Faculty of Science, Ferdowsi University of Mashhad, Mashhad, Iran

2 Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad, Iran

3 Department of Cancer Surgery, Surgical Oncology Research Center, Mashhad University of Medical Sciences, Mashhad, Iran

4 Iran National Tumor Bank, Cancer Institute of Iran, Tehran University of Medical Sciences, Tehran, Iran

5 Industrial Biotechnology Research Group, Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran

6 Novel Diagnostics and Therapeutics Research Group, Institute of Biotechnology, Ferdowsi University of Mashhad, Mashhad, Iran

7 Stem Cell and Regenerative Medicine Research Group, Academic Center for Education, Culture, and Research (ACECR), Khorasan Razavi, Mashhad, Iran

Abstract

Objective(s): Colorectal cancer is one of the deadliest cancers worldwide, which can be prevented and even cured by early diagnosis and more efficient treatment modalities. Comprehensive transcriptional analysis has highlighted the importance of lncRNAs in CRC tumorigenesis. In this study, we identified co-expressed lncRNA networks based on public RNA sequencing data for biomarker prediction in CRC and then verified the best candidate experimentally. 
Materials and Methods: Publicly available RNA-sequencing data (BioProject PRJEB27536) of CRC samples and normal adjacent tissues were reanalyzed using the DESeq2 package in R to find differentially expressed lncRNAs. Pathway enrichment and gene network analysis were accomplished using GSEA and WGCNA to identify potential functions of lncRNAs with possible roles in tumorigenesis pathways. Subsequently, the expression of RP11-109D20.2 (lnc-Duox2-1:1) was assessed in fresh/frozen tissues obtained from 46 CRC patients by quantitative RT-PCR. 
Results: A total of 17939 DElncRNAs were identified between CRC and normal tissues via bioinformatics analyses. A significant up-regulation of RP11-109D20.2 (48%) was observed in CRC samples. Functional enrichment analysis showed that RP11-109D20.2 was mainly related to pathways like phosphoric ester hydrolase, oxidoreductase, phosphoric diester hydrolase, and cyclic-nucleotide phosphodiester activities. Moreover, elevated expression of DUOX2 in tumors with high levels of RP11-109D20.2 suggests a link between these genes.
Conclusion: Our data revealed that RP11-109D20.2 may have a considerable role in CRC progression. However, further functional analyses are essential to evaluate the probable role of RP11-109D20.2 as a potential diagnostic marker and its potential role in the dysregulation of cyclic nucleotide phosphodiesterase genes in CRC.

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Main Subjects


1. Xi Y, Xu P. Global colorectal cancer burden in 2020 and projections to 2040. Transl Oncol 2021; 14: 101174.
2. Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, et al. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 2021; 71: 209-249.
3. Abbasi M, Asgari S, Pirdehghan A, Pashaki AAS, Esna-Ashari F. Survival rate of colorectal cancer and its effective factors in Iran. Acta Med Iran 2021; 59: 290-297.
4. Arani SH, Kerachian MA. Rising rates of colorectal cancer among younger Iranians: is diet to blame? Curr Oncol 2017; 24: 131-137.
5. Shadmani FK, Ayubi E, Khazaei S, Sani M, Hanis SM, Khazaei S, et al. Geographic distribution of the incidence of colorectal cancer in Iran: a population-based study. Epidemiol Health 2017; 39:e2017020.
6. Hoseini B, Rahmatinejad Z, Goshayeshi L, Bergquist R, Golabpour A, Ghaffarzadegan K, et al. Colorectal cancer in north-eastern Iran: a retrospective, comparative study of early-onset and late-onset cases based on data from the Iranian hereditary colorectal cancer registry. BMC Cancer 2022; 22: 48-58.
7. Pourhoseingholi MA, Najafimehr H, Kavousi A, Pasharavesh L, Khanabadi B. The spatial distribution of colorectal cancer relative risk in Iran: a nationwide spatial study. Gastroenterol Hepatol Bed Bench 2020; 13: S40-S46.
8. Zoratto F, Rossi L, Verrico M, Papa A, Basso E, Zullo A, et al. Focus on genetic and epigenetic events of colorectal cancer pathogenesis: Implications for molecular diagnosis. Tumor Biol 2014; 35: 6195-6206.
9. Parmar S, Easwaran H. Genetic and epigenetic dependencies in colorectal cancer development. Gastroenterology Rep (Oxf) 2022; 10:goac035.
10. Okugawa Y, Grady WM, Goel A. Epigenetic alterations in colorectal cancer: emerging biomarkers. Gastroenterology 2015; 149: 1204-1225. e1212.
11. Guttman M, Rinn JL. Modular regulatory principles of large non-coding RNAs. Nature 2012; 482: 339-346.
12. Schwarzmueller L, Bril O, Vermeulen L, Léveillé N. Emerging role and therapeutic potential of lncRNAs in colorectal cancer. Cancers (Basel) 2020; 12: 3843-3864.
13. Chen S, Shen X. Long noncoding RNAs: Functions and mechanisms in colon cancer. Mol Cancer 2020; 19: 1-13.
14. Mahmoudian RA, Gharaie ML, Abbaszadegan R, Forghanifard MM, Abbaszadegan MR. Interaction between LINC-ROR and stemness state in gastric cancer cells with Helicobacter pylori infection. Iranian Biomed J 2021; 25: 157-168.
15. Taghehchian N, Farshchian M, Mahmoudian RA, Asoodeh A, Abbaszadegan MR. The expression of long non-coding RNA LINC01389, LINC00365, RP11-138J23.1, and RP11-354K4.2 in gastric cancer and their impacts on EMT. Mol Cell Probes 2022; 66: 101869.
16. Iyer MK, Niknafs YS, Malik R, Singhal U, Sahu A, Hosono Y, et al. The landscape of long noncoding RNAs in the human transcriptome. Nat Genet 2015; 47: 199-208.
17. Chen LP, Wang H, Zhang Y, Chen QX, Lin TS, Liu ZQ, et al. Robust analysis of novel mRNA–lncRNA cross talk based on ceRNA hypothesis uncovers carcinogenic mechanism and promotes diagnostic accuracy in esophageal cancer. Cancer Manag Res 2018; 11: 347-358.
18. Jiang W, Xia J, Xie S, Zou R, Pan S, Wang ZW, et al. Long non-coding RNAs as a determinant of cancer drug resistance: Towards the overcoming of chemoresistance via modulation of lncRNAs. Drug Resist Updat 2020; 50: 100683.
19. Aprile M, Katopodi V, Leucci E, Costa V. LncRNAs in cancer: From garbage to junk. Cancers (Basel) 2020; 12: 3220-3251.
20. Yang Y, Junjie P, Sanjun C, Ma Y. Long non-coding RNAs in colorectal cancer: Progression and future directions. J Cancer 2017; 8: 3212-3225.
21. Wang K, Lu Y, Li H, Zhang J, Ju Y, Ouyang M. Role of long non-coding RNAs in metabolic reprogramming of gastrointestinal cancer cells. Cancer Cell Int 2024; 24: 15-34.
22. Xu Y, Qiu M, Shen M, Dong S, Ye G, Shi X, et al. The emerging regulatory roles of long non-coding RNAs implicated in cancer metabolism. Mol Ther 2021; 29: 2209-2218.
23. Saeinasab M, Bahrami AR, González J, Marchese FP, Martinez D, Mowla SJ, et al. SNHG15 is a bifunctional MYC-regulated noncoding locus encoding a lncRNA that promotes cell proliferation, invasion and drug resistance in colorectal cancer by interacting with AIF. J Exp Clin Cancer Res 2019; 38: 172-187.
24. Song X, Cao G, Jing L, Lin S, Wang X, Zhang J, et al. Analysing the relationship between lnc RNA and protein‐coding gene and the role of lncRNA as ceRNA in pulmonary fibrosis. J Cell Mol Med 2014; 18: 991-1003.
25. Li M, Zhao Lm, Li Sl, Li J, Gao B, Wang FF, et al. Differentially expressed lncRNAs and mRNAs identified by NGS analysis in colorectal cancer patients. Cancer Med 2018; 7: 4650-4664.
26. Parker HR, Orjuela S, Martinho Oliveira A, Cereatti F, Sauter M, Heinrich H, et al. The proto CpG island methylator phenotype of sessile serrated adenomas/polyps. Epigenetics 2018; 13: 1088-1105.
27. Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol 2014; 15: 1-21.
28. Langfelder P, Horvath S. WGCNA: An R package for weighted correlation network analysis. BMC Bioinformatics 2008; 9: 559-571.
29. Cline MS, Smoot M, Cerami E, Kuchinsky A, Landys N, Workman C, et al. Integration of biological networks and gene expression data using Cytoscape. Nat Protoc 2007; 2: 2366-2382.
30. Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D, et al. Cytoscape: A software environment for integrated models of biomolecular interaction networks. Genome Res 2003; 13: 2498-2504.
31. Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, et al. Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci U S A 2005; 102: 15545-15550.
32. Ueno H, Mochizuki H, Akagi Y, Kusumi T, Yamada K, Ikegami M, et al. Optimal colorectal cancer staging criteria in TNM classification. J Clin Oncol 2012; 30: 1519-1526.
33. Nihon-Yanagi Y, Terai K, Murano T, Kawai T, Kimura S, Okazumi S. β-2 microglobulin is unsuitable as an internal reference gene for the analysis of gene expression in human colorectal cancer. Biomed Rep 2013; 1: 193-196.
34. Bosch L, Melotte V, Mongera S, Daenen K, Coupe V, Van Turenhout ST, et al. Multitarget stool DNA test performance in an average-risk colorectal cancer screening population. Am  J Gastroenterol 2019; 114: 1909.
35. Guo X, Gao L, Wang Y, Chiu DK, Wang T, Deng Y. Advances in long noncoding RNAs: identification, structure prediction and function annotation. Brief Funct Genomics 2016; 15: 38-46.
36. Yang M, Lu H, Liu J, Wu S, Kim P, Zhou X. lncRNAfunc: A knowledgebase of lncRNA function in human cancer. Nucleic Acids Res 2022; 50: D1295-D1306.
37. Jiang MC, Ni JJ, Cui WY, Wang BY, Zhuo W. Emerging roles of lncRNA in cancer and therapeutic opportunities. Am J Cancer Res 2019; 9: 1354-1366.
38. Dilley RJ, Morrison WA. Vascularisation to improve translational potential of tissue engineering systems for cardiac repair. Int J Biochem Cell Biol 2014; 56: 38-46.
39. Jing N, Huang T, Guo H, Yang J, Li M, Chen Z, et al. LncRNA CASC15 promotes colon cancer cell proliferation and metastasis by regulating the miR‑4310/LGR5/Wnt/β‑catenin signaling pathway. Molecular Med Rep 2018; 18: 2269-2276.
40. Kwok ZH, Roche V, Chew XH, Fadieieva A, Tay Y. A non‐canonical tumor suppressive role for the long non‐coding RNA MALAT1 in colon and breast cancers. Int J Cancer 2018; 143: 668-678.
41. Tatangelo F, Di Mauro A, Scognamiglio G, Aquino G, Lettiero A, Delrio P, et al. Posterior HOX genes and HOTAIR expression in the proximal and distal colon cancer pathogenesis. J Transl Med 2018; 16: 1-10.
42. Ji X, Lu Y, Tian H, Meng X, Wei M, Cho WC. Chemoresistance mechanisms of breast cancer and their countermeasures. Biomed Pharmacother 2019; 114: 108800.
43. Forrest ME, Saiakhova A, Beard L, Buchner DA, Scacheri PC, LaFramboise T, et al. Colon cancer-upregulated long non-coding RNA lincDUSP regulates cell cycle genes and potentiates resistance to apoptosis. Sci Rep 2018; 8: 7324.
44. Cai J, Zuo X, Chen Z, Zhang Y, Wang J, Wang J, et al. Long noncoding RNAs serve as potential diagnostic biomarkers for colorectal cancer. J Cancer 2019; 10: 611-619.
45. Jiang C, Li X, Zhao H, Liu H. Long non-coding RNAs: Potential new biomarkers for predicting tumor invasion and metastasis. Mol Cancer 2016; 15: 1-15.
46. Zhu M, Dang Y, Yang Z, Liu Y, Zhang L, Xu Y, et al. Comprehensive RNA sequencing in adenoma-cancer transition identified predictive biomarkers and therapeutic targets of human CRC. Mol Ther Nucleic Acids 2020; 20: 25-33.
47. Urh K, Zidar N, Boštjančič E. Bioinformatics analysis of RNA-seq data reveals genes related to cancer stem cells in colorectal cancerogenesis. Int J Mol Sci 2022; 23: 13252.
48. Ward M, McEwan C, Mills JD, Janitz M. Conservation and tissue-specific transcription patterns of long noncoding RNAs. J Hum Transcriptome 2015; 1: 2-9.
49. Jiang C, Li Y, Zhao Z, Lu J, Chen H, Ding N, et al. Identifying and functionally characterizing tissue-specific and ubiquitously expressed human lncRNAs. Oncotarget 2016; 7: 7120-7133.
50. Sapio L, Gallo M, Illiano M, Chiosi E, Naviglio D, Spina A, et al. The natural cAMP elevating compound forskolin in cancer therapy: is it time? J Cell Physiol 2017; 232: 922-927.
51. Zhang H, Kong Q, Wang J, Jiang Y, Hua H. Complex roles of cAMP–PKA–CREB signaling in cancer. Exp Hematol Oncol 2020; 9: 1-13.
52. Zambon AC, Zhang L, Minovitsky S, Kanter JR, Prabhakar S, Salomonis N, et al. Gene expression patterns define key transcriptional events in cell-cycle regulation by cAMP and protein kinase A. Proc Natl Acad Sci U S A 2005; 102: 8561-8566.
53. Sakamoto KM, Frank DA. CREB in the pathophysiology of cancer: implications for targeting transcription factors for cancer therapy. Clin Cancer Res 2009; 15: 2583-2587.
54. Serezani CH, Chung J, Ballinger MN, Moore BB, Aronoff DM, Peters-Golden M. Prostaglandin E2 suppresses bacterial killing in alveolar macrophages by inhibiting NADPH oxidase. Am J Respir Cell Mol Biol 2007; 37: 562-570.
55. de Marval PLM, Zhang Y. The RP-Mdm2-p53 pathway and tumorigenesis. Oncotarget 2011; 2: 234-238.
56. Wang L, Wei Z, Wu K, Dai W, Zhang C, Peng J, et al. Long noncoding RNA B3GALT5-AS1 suppresses colon cancer liver metastasis via repressing microRNA-203. Aging (Albany NY) 2018; 10: 3662-3682.
57. Kwiecinska P, Ptak A, Wrobel A, Gregoraszczuk E. Hydroxylated estrogens (2-OH-E2 AND 4-OH-E2) do not activate cAMP/PKA and ERK1/2 pathways activation in a breast cancer MCF-7 cell line. Endocr Regul 2012; 46: 3-12.
58. Peverelli E, Giardino E, Mangili F, Treppiedi D, Catalano R, Ferrante E, et al. cAMP/PKA-induced filamin A (FLNA) phosphorylation inhibits SST2 signal transduction in GH-secreting pituitary tumor cells. Cancer Lett 2018; 435: 101-109.
59. Zou T, Liu J, She L, Chen J, Zhu T, Yin J, et al. A perspective profile of ADCY1 in cAMP signaling with drug-resistance in lung cancer. J Cancer 2019; 10: 6848-6857.
60. Grasberger H, Magis AT, Sheng E, Conomos MP, Zhang M, Garzotto LS, et al. DUOX2 variants associate with preclinical disturbances in microbiota-immune homeostasis and increased inflammatory bowel disease risk. J Clin Invest 2021; 131:e141676.