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The m6A methylation regulator-based signature for predicting the prognosis of prostate cancer

    Jiamin Wang

    Department of Urology & Andrology, Minimally Invasive Surgery Center, Guangdong Provincial Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510000, PR China

    ,
    Han Lin

    Department of Gynecology of Traditional Chinese Medicine, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510000, PR China

    ,
    Mingda Zhou

    Department of Urology & Andrology, Minimally Invasive Surgery Center, Guangdong Provincial Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510000, PR China

    ,
    Qian Xiang

    Department of Urology & Andrology, Minimally Invasive Surgery Center, Guangdong Provincial Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510000, PR China

    ,
    Yihan Deng

    Department of Urology & Andrology, Minimally Invasive Surgery Center, Guangdong Provincial Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510000, PR China

    ,
    Lianmin Luo

    Department of Urology & Andrology, Minimally Invasive Surgery Center, Guangdong Provincial Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510000, PR China

    ,
    Yangzhou Liu

    Department of Urology & Andrology, Minimally Invasive Surgery Center, Guangdong Provincial Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510000, PR China

    ,
    Zhiguo Zhu

    Department of Urology & Andrology, Minimally Invasive Surgery Center, Guangdong Provincial Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510000, PR China

    &
    Zhigang Zhao

    *Author for correspondence: Tel.: +86 20 3429 5590;

    E-mail Address: zgzhaodr@126.com

    Department of Urology & Andrology, Minimally Invasive Surgery Center, Guangdong Provincial Key Laboratory of Urology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510000, PR China

    Published Online:https://doi.org/10.2217/fon-2020-0330

    Aim: To construct a survival prediction signature for prostate cancer (PC) based on the RNA N6-methyladenosine (m6A) methylation regulator. Materials & methods: This paper explores the interaction network of differentially expressed m6A RNA methylation regulators in PC by Pearson correlation analysis. Univariate Cox risk regression and LASSO regression analysis were used to construct a predictive signature of PC. Kaplan–Meier survival analysis compared the overall survival of the high- and low-risk groups. Results & Conclusion: We first constructed a prognostic two gene signature for PC based on the m6A RNA methylation regulators MRTTL14 and YTHDF2. The interaction network of m6A RNA methylation regulators in PC was also established.

    Papers of special note have been highlighted as: • of interest; •• of considerable interest

    References

    • 1. Siegel RL, Miller KD, Jemal A. Cancer statistics, 2018. CA Cancer J. Clin. 68(1), 7–30 (2018).
    • 2. Center MM, Jemal A, Lortet-Tieulent J et al. International variation in prostate cancer incidence and mortality rates. Eur. Urol. 61(6), 1079–1092 (2012).
    • 3. Kakehi Y, Sugimoto M, Taoka R. Evidenced-based clinical practice guideline for prostate cancer (summary: Japanese Urological Association, 2016 edition). Int. J. Urol. 24(9), 648–666 (2017).
    • 4. Miller KD, Siegel RL, Lin CC et al. Cancer treatment and survivorship statistics, 2016. CA Cancer J. Clin. 66(4), 271–289 (2016).
    • 5. Stattin P, Vickers AJ, Sjoberg DD et al. Improving the specificity of screening for lethal prostate cancer using prostate-specific antigen and a panel of Kallikrein markers: a nested case-control study. Eur. Urol. 68(2), 207–213 (2015).
    • 6. Greene KL, Albertsen PC, Babaian RJ et al. Prostate specific antigen best practice statement: 2009 update. J. Urol. 189(Suppl. 1), S2–S11 (2013).
    • 7. Boutros PC, Fraser M, Harding NJ et al. Spatial genomic heterogeneity within localized, multifocal prostate cancer. Nat. Genet. 47(7), 736–745 (2015).
    • 8. Tolkach Y, Kristiansen G. The heterogeneity of prostate cancer: a practical approach. Pathobiology 85(1–2), 108–116 (2018).
    • 9. Muntean AG, Hess JL. Epigenetic dysregulation in cancer. Am. J. Pathol. 175(4), 1353–1361 (2009).
    • 10. Liu N, Pan T. N6-methyladenosine-encoded epitranscriptomics. Nat. Struct. Mol. Biol. 23(2), 98–102 (2016).
    • 11. Davalos V, Blanco S, Esteller M. SnapShot: messenger RNA modifications. Cell 174(2), 498 (2018).
    • 12. Jantsch MF, Quattrone A, O'Connell M et al. Positioning Europe for the EPITRANSCRIPTOMICS challenge. RNA Biol. 15(6), 829–831 (2018).
    • 13. Yue Y, Liu J, He C. RNA N6-methyladenosine methylation in post-transcriptional gene expression regulation. Genes Dev. 29(13), 1343–1355 (2015).
    • 14. Chen XY, Zhang J, Zhu JS. The role of m(6)A RNA methylation in human cancer. Mol. Cancer 18(1), 103 (2019). •• Summarized the N6-methyladenosine (m6A) RNA methylation regulators and illustrated the corresponding mechanism, which is very helpful to understand the mechanism of m6A.
    • 15. Fustin JM, Doi M, Yamaguchi Y et al. RNA-methylation-dependent RNA processing controls the speed of the circadian clock. Cell 155(4), 793–806 (2013).
    • 16. Mendel M, Chen KM, Homolka D et al. Methylation of structured RNA by the m(6)A writer METTL16 is essential for mouse embryonic development. Mol. Cell 71(6), 986–1000 (2018).
    • 17. Lence T, Akhtar J, Bayer M et al. m(6)A modulates neuronal functions and sex determination in Drosophila. Nature 540(7632), 242–247 (2016).
    • 18. Du K, Zhang L, Lee T, Sun T. m(6)A RNA methylation controls neural development and is involved in human diseases. Mol. Neurobiol. 56(3), 1596–1606 (2019).
    • 19. Wang CY, Yeh JK, Shie SS, Hsieh IC, Wen MS. Circadian rhythm of RNA N6-methyladenosine and the role of cryptochrome. Biochem. Biophys. Res. Commun. 465(1), 88–94 (2015).
    • 20. Zhou J, Wan J, Shu XE et al. N(6)-methyladenosine guides mRNA alternative translation during integrated stress response. Mol. Cell 69(4), 636–647 (2018).
    • 21. Yang Y, Hsu PJ, Chen YS, Yang YG. Dynamic transcriptomic m(6)A decoration: writers, erasers, readers and functions in RNA metabolism. Cell Res. 28(6), 616–624 (2018).
    • 22. Lian H, Wang QH, Zhu CB, Ma J, Jin WL. Deciphering the epitranscriptome in cancer. Trends Cancer 4(3), 207–221 (2018).
    • 23. Esteller M, Pandolfi PP. The epitranscriptome of noncoding RNAs in cancer. Cancer Discov. 7(4), 359–368 (2017).
    • 24. Zhang S. Mechanism of N(6)-methyladenosine modification and its emerging role in cancer. Pharmacol. Ther. 189, 173–183 (2018). • Summarized the post-transcriptional modification of m6A to a certain extent, which is helpful to understand how m6A plays a role in tumors.
    • 25. Tusup M, Kundig T, Pascolo S. Epitranscriptomics of cancer. World J. Clin. Oncol. 9(3), 42–55 (2018). • Summarized the post-transcriptional modification of m6A to a certain extent, which is helpful to understand how m6A plays a role in tumors.
    • 26. Wang S, Chai P, Jia R, Jia R. Novel insights on m(6)A RNA methylation in tumorigenesis: a double-edged sword. Mol. Cancer 17(1), 101 (2018).
    • 27. Cai J, Yang F, Zhan H et al. RNA m(6)A methyltransferase METTL3 promotes the growth of prostate cancer by regulating Hedgehog pathway. Onco Targets Ther. 12, 9143–9152 (2019). • There is a dearth of research on m6A in prostate cancer. The authors found that METTL3 could promotes the growth of prostate cancer by regulating the Hedgehog pathway.
    • 28. He L, Li H, Wu A, Peng Y, Shu G, Yin G. Functions of N6-methyladenosine and its role in cancer. Mol. Cancer 18(1), 176 (2019).
    • 29. Shi H, Wei J, He C. Where, when, and how: context-dependent functions of RNA methylation writers, readers, and erasers. Mol. Cell 74(4), 640–650 (2019).
    • 30. Liu J, Harada BT, He C. Regulation of gene expression by N(6)-methyladenosine in cancer. Trends Cell. Biol. 29(6), 487–499 (2019).
    • 31. Roundtree IA, Evans ME, Pan T, He C. Dynamic RNA modifications in gene expression regulation. Cell 169(7), 1187–1200 (2017).
    • 32. Fedeles BI, Singh V, Delaney JC, Li D, Essigmann JM. The AlkB family of Fe(II)/alpha-ketoglutarate-dependent dioxygenases: repairing nucleic acid alkylation damage and beyond. J. Biol. Chem. 290(34), 20734–20742 (2015).
    • 33. Yang F, Jin H, Que B et al. Dynamic m(6)A mRNA methylation reveals the role of METTL3-m(6)A-CDCP1 signaling axis in chemical carcinogenesis. Oncogene 38(24), 4755–4772 (2019).
    • 34. Cheng M, Sheng L, Gao Q et al. The m(6)A methyltransferase METTL3 promotes bladder cancer progression via AFF4/NF-kappaB/MYC signaling network. Oncogene 38(19), 3667–3680 (2019).
    • 35. Shi LP, Liang M, Li FF et al. MiR-492 exerts tumor-promoting function in prostate cancer through repressing SOCS2 expression. Eur. Rev. Med. Pharmacol. Sci. 23(3), 992–1001 (2019).
    • 36. Miyamoto A, Masuhiro Y, Seki T, Hanazawa S, Shiba H. A designed cell-penetrating human SOCS2 protein suppresses GH-dependent cancer cell proliferation. Biosci. Biotechnol. Biochem. 83(2), 300–308 (2019).
    • 37. Liu J, Eckert MA, Harada BT et al. m(6)A mRNA methylation regulates AKT activity to promote the proliferation and tumorigenicity of endometrial cancer. Nat. Cell Biol. 20(9), 1074–1083 (2018).
    • 38. Niu Y, Lin Z, Wan A et al. RNA N6-methyladenosine demethylase FTO promotes breast tumor progression through inhibiting BNIP3. Mol. Cancer 18(1), 46 (2019).
    • 39. Zhao Y, Tao Z, Chen X. Identification of a three-m6A related gene risk score model as a potential prognostic biomarker in clear cell renal cell carcinoma. PeerJ 8, e8827 (2020).
    • 40. Du J, Hou K, Mi S et al. Malignant evaluation and clinical prognostic values of m6A RNA methylation regulators in glioblastoma. Front. Oncol. 10, 208 (2020).
    • 41. Chen M, Nie ZY, Wen XH, Gao YH, Cao H, Zhang SF. m6A RNA methylation regulators can contribute to malignant progression and impact the prognosis of bladder cancer. Biosci. Rep. 39(12), (2019).
    • 42. Zhao X, Cui L. Development and validation of a m(6)A RNA methylation regulators-based signature for predicting the prognosis of head and neck squamous cell carcinoma. Am. J. Cancer Res. 9(10), 2156–2169 (2019).
    • 43. Wang P, Doxtader KA, Nam Y. Structural basis for cooperative function of Mettl3 and Mettl14 methyltransferases. Mol. Cell 63(2), 306–317 (2016).
    • 44. Wang X, Feng J, Xue Y et al. Structural basis of N(6)-adenosine methylation by the METTL3–METTL14 complex. Nature 534(7608), 575–578 (2016).
    • 45. Vu LP, Pickering BF, Cheng Y et al. The N(6)-methyladenosine (m(6)A)-forming enzyme METTL3 controls myeloid differentiation of normal hematopoietic and leukemia cells. Nat. Med. 23(11), 1369–1376 (2017).
    • 46. Barbieri I, Tzelepis K, Pandolfini L et al. Promoter-bound METTL3 maintains myeloid leukaemia by m(6)A-dependent translation control. Nature 552(7683), 126–131 (2017).
    • 47. Weng H, Huang H, Wu H et al. METTL14 inhibits hematopoietic stem/progenitor differentiation and promotes leukemogenesis via mRNA m(6)A modification. Cell Stem Cell 22(2), 191–205 (2018).
    • 48. Ma JZ, Yang F, Zhou CC et al. METTL14 suppresses the metastatic potential of hepatocellular carcinoma by modulating N(6)-methyladenosine-dependent primary MicroRNA processing. Hepatology 65(2), 529–543 (2017).
    • 49. Gu C, Wang Z, Zhou N et al. Mettl14 inhibits bladder TIC self-renewal and bladder tumorigenesis through N(6)-methyladenosine of Notch1. Mol. Cancer 18(1), 168 (2019).
    • 50. Yang X, Zhang S, He C et al. METTL14 suppresses proliferation and metastasis of colorectal cancer by down-regulating oncogenic long non-coding RNA XIST. Mol. Cancer 19(1), 46 (2020).
    • 51. Wang X, Lu Z, Gomez A et al. N6-methyladenosine-dependent regulation of messenger RNA stability. Nature 505(7481), 117–120 (2014).
    • 52. Paris J, Morgan M, Campos J et al. Targeting the RNA m(6)A reader YTHDF2 selectively compromises cancer stem cells in acute myeloid leukemia. Cell Stem Cell 25(1), 137–148 (2019).
    • 53. Li Z, Qian P, Shao W et al. Suppression of m(6)A reader Ythdf2 promotes hematopoietic stem cell expansion. Cell Res. 28(9), 904–917 (2018).
    • 54. Chen M, Wei L, Law CT et al. RNA N6-methyladenosine methyltransferase-like 3 promotes liver cancer progression through YTHDF2-dependent posttranscriptional silencing of SOCS2. Hepatology 67(6), 2254–2270 (2018).
    • 55. Xie H, Li J, Ying Y et al. METTL3/YTHDF2 m(6) A axis promotes tumorigenesis by degrading SETD7 and KLF4 mRNAs in bladder cancer. J. Cell. Mol. Med. 24(7), 4092–4104 (2020).
    • 56. Zhong L, Liao D, Zhang M et al. YTHDF2 suppresses cell proliferation and growth via destabilizing the EGFR mRNA in hepatocellular carcinoma. Cancer Lett. 442, 252–261 (2019).