Abstract
Purpose
To investigate the value of ultrasound (US) and clinicopathological features of papillary thyroid cancer (PTC) in predicting Telomerase Reverse Transcriptase (TERT) promoter mutations.
Methods
Preoperative US images of 351 surgically confirmed PTCs were evaluated in terms of PTCs size and US features. The basic clinicopathological features were also retrieved. Univariate and multivariate analyses were performed to identify the risk factors for TERT promoter mutations. A scoring system was developed based on the cumulative number of risk factors. The area under the receiver operating characteristic curve (AUC) and cut-off value were calculated to evaluate the diagnostic performance of the scoring system for predicting TERT promoter mutations.
Results
TERT promoter mutations were found in 4.84% (17/351) of patients with PTCs. Patient age >50 years (OR: 6.244, P = 0.006), multifocality (OR: 21.071, P = 0.022), taller-than-wide shape (OR: 4.934, P = 0.029), microlobulated margin (OR: 4786, P = 0.032), and capsule contact or involvement (OR: 4.668, P = 0.030) were independent risk factors for TERT promoter mutations. TERT promoter mutations were relevant to more suspicious US and clinicopathological features than TERT promoter wild-type PTC (median, 4 vs. 1, P < 0.001). The cut-off value was 2.5 and the associated AUC was 0.908 (P < 0.001).
Conclusions
The probability of TERT promoter mutations increases along with the suspicious US features and clinicopathological characteristics, which may help to recognize patients who deserve a different approach, in terms of management and follow-up, in view of the worst outcome associated to this mutation.
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References
H.J. Tae, D.J. Lim, K.H. Baek, W.C. Park, Y.S. Lee, J.E. Choi, J.M. Lee, M.I. Kang, B.Y. Cha, H.Y. Son, K.W. Lee, S.K. Kang, Diagnostic value of ultrasonography to distinguish between benign and malignant lesions in the management of thyroid nodules. Thyroid 17(5), 461–466 (2007). https://doi.org/10.1089/thy.2006.0337
Y. Ito, A. Miyauchi, M. Kihara, M. Fukushima, T. Higashiyama, A. Miya, Overall survival of papillary thyroid carcinoma patients: a single-institution long-term follow-up of 5897 patients. World J. Surg. 42(3), 615–622 (2018). https://doi.org/10.1007/s00268-018-4479-z
M.J. Schlumberger, Papillary and follicular thyroid carcinoma. N. Engl. J. Med. 338(5), 297–306 (1998). https://doi.org/10.1056/nejm199801293380506
R. Liu, J. Bishop, G. Zhu, T. Zhang, P.W. Ladenson, M. Xing, Mortality risk stratification by combining BRAF V600E and TERT promoter mutations in papillary thyroid cancer: genetic duet of BRAF and TERT promoter mutations in thyroid cancer mortality. JAMA Oncol. 3(2), 202–208 (2017). https://doi.org/10.1001/jamaoncol.2016.3288
T.H. Kim, C.S. Ki, H.S. Kim, K. Kim, J.H. Choe, J.H. Kim, J.S. Kim, Y.L. Oh, S.Y. Hahn, J.H. Shin, H.W. Jang, S.W. Kim, J.H. Chung, Refining dynamic risk stratification and prognostic groups for differentiated thyroid cancer with TERt promoter mutations. J. Clin. Endocrinol. Metab. 102(5), 1757–1764 (2017). https://doi.org/10.1210/jc.2016-3434
M. Xing, A.S. Alzahrani, K.A. Carson, Y.K. Shong, T.Y. Kim, D. Viola, R. Elisei, B. Bendlova, L. Yip, C. Mian, F. Vianello, R.M. Tuttle, E. Robenshtok, J.A. Fagin, E. Puxeddu, L. Fugazzola, A. Czarniecka, B. Jarzab, C.J. O’Neill, M.S. Sywak, A.K. Lam, G. Riesco-Eizaguirre, P. Santisteban, H. Nakayama, R. Clifton-Bligh, G. Tallini, E.H. Holt, V. Sykorova, Association between BRAF V600E mutation and recurrence of papillary thyroid cancer. J. Clin. Oncol. 33(1), 42–50 (2015). https://doi.org/10.1200/jco.2014.56.8253
Y.E. Nikiforov, Molecular analysis of thyroid tumors. Mod. Pathol. 24(Suppl 2), S34–S43 (2011). https://doi.org/10.1038/modpathol.2010.167
A.S. Alzahrani, R. Alsaadi, A.K. Murugan, B.B. Sadiq, TERT promoter mutations in thyroid cancer. Horm. Cancer 7(3), 165–177 (2016). https://doi.org/10.1007/s12672-016-0256-3
C. Liu, Z. Liu, T. Chen, W. Zeng, Y. Guo, T. Huang, TERT promoter mutation* and prognosis of papillary thyroid cancer: a meta-analysis. Sci. Rep. 6, 36990 (2016). https://doi.org/10.1038/srep36990
X. Yuan, N. Mu, N. Wang, K. Straat, A. Sofiadis, Y. Guo, A. Stenman, K. Li, G. Cheng, L. Zhang, F. Kong, L. Ekblad, J. Wennerberg, I.L. Nilsson, C.C. Juhlin, C. Larsson, D. Xu, GABPA inhibits invasion/metastasis in papillary thyroid carcinoma by regulating DICER1 expression. Oncogene 38(7), 965–979 (2019). https://doi.org/10.1038/s41388-018-0483-x
J. Vinagre, A. Almeida, H. Populo, R. Batista, J. Lyra, V. Pinto, R. Coelho, R. Celestino, H. Prazeres, L. Lima, M. Melo, A.G. da Rocha, A. Preto, P. Castro, L. Castro, F. Pardal, J.M. Lopes, L.L. Santos, R.M. Reis, J. Cameselle-Teijeiro, M. Sobrinho-Simoes, J. Lima, V. Maximo, P. Soares, Frequency of TERT promoter mutations in human cancers. Nat. Commun. 4, 2185 (2013). https://doi.org/10.1038/ncomms3185
S. Horn, A. Figl, P.S. Rachakonda, C. Fischer, A. Sucker, A. Gast, S. Kadel, I. Moll, E. Nagore, K. Hemminki, D. Schadendorf, R. Kumar, TERT promoter mutations in familial and sporadic melanoma. Science 339(6122), 959–961 (2013). https://doi.org/10.1126/science.1230062
D.T. Yin, K. Yu, R.Q. Lu, X. Li, J. Xu, M. Lei, H. Li, Y. Wang, Z. Liu, Clinicopathological significance of TERT promoter mutation in papillary thyroid carcinomas: a systematic review and meta-analysis. Clin. Endocrinol. 85(2), 299–305 (2016). https://doi.org/10.1111/cen.13017
M. Melo, A. Gaspar da Rocha, R. Batista, J. Vinagre, M.J. Martins, G. Costa, C. Ribeiro, F. Carrilho, V. Leite, C. Lobo, J.M. Cameselle-Teijeiro, B. Cavadas, L. Pereira, M. Sobrinho-Simoes, P: Soares, TERT, BRAF, and NRAS in primary thyroid cancer and metastatic disease. J. Clin. Endocrinol. Metab. 102(6), 1898–1907 (2017). https://doi.org/10.1210/jc.2016-2785
P. Goffredo, J.A. Sosa, S.A. Roman, Differentiated thyroid cancer presenting with distant metastases: a population analysis over two decades. World J. Surg. 37(7), 1599–1605 (2013). https://doi.org/10.1007/s00268-013-2006-9
X. Yang, J. Li, X. Li, Z. Liang, W. Gao, J. Liang, S. Cheng, Y. Lin, TERT promoter mutation predicts radioiodine-refractory character in distant metastatic differentiated thyroid cancer. J. Nucl. Med. 58(2), 258–265 (2017). https://doi.org/10.2967/jnumed.116.180240
M. Bullock, Y. Ren, C. O’Neill, A. Gill, A. Aniss, M. Sywak, S. Sidhu, L. Delbridge, D. Learoyd, F. de Vathaire, B.G. Robinson, R.J. Clifton-Bligh, TERT promoter mutations are a major indicator of recurrence and death due to papillary thyroid carcinomas. Clin. Endocrinol. 85(2), 283–290 (2016). https://doi.org/10.1111/cen.12999
T.H. Kim, Y.E. Kim, S. Ahn, J.Y. Kim, C.S. Ki, Y.L. Oh, K. Kim, J.W. Yun, W.Y. Park, J.H. Choe, J.H. Kim, J.S. Kim, S.W. Kim, J.H. Chung, TERT promoter mutations and long-term survival in patients with thyroid cancer. Endocr. Relat. Cancer 23(10), 813–823 (2016). https://doi.org/10.1530/erc-16-0219
J.R. George, Y.C. Henderson, M.D. Williams, D.B. Roberts, H. Hei, S.Y. Lai, G.L. Clayman, Association of TERT promoter mutation, but not BRAF mutation, with increased mortality in PTC. J. Clin. Endocrinol. Metab. 100(12), E1550–E1559 (2015). https://doi.org/10.1210/jc.2015-2690
A. Jin, J. Xu, Y. Wang, The role of TERT promoter mutations in postoperative and preoperative diagnosis and prognosis in thyroid cancer. Medicine 97(29), e11548 (2018). https://doi.org/10.1097/MD.0000000000011548
S.Y. Nam, J.H. Shin, B.K. Han, E.Y. Ko, E.S. Ko, S.Y. Hahn, J.H. Chung, Preoperative ultrasonographic features of papillary thyroid carcinoma predict biological behavior. J. Clin. Endocrinol. Metab. 98(4), 1476–1482 (2013). https://doi.org/10.1210/jc.2012-4072
S.K. Jeh, S.L. Jung, B.S. Kim, Y.S. Lee, Evaluating the degree of conformity of papillary carcinoma and follicular carcinoma to the reported ultrasonographic findings of malignant thyroid tumor. Korean J. Radiol. 8(3), 192–197 (2007). https://doi.org/10.3348/kjr.2007.8.3.192
B.R. Haugen, E.K. Alexander, K.C. Bible, G.M. Doherty, S.J. Mandel, Y.E. Nikiforov, F. Pacini, G.W. Randolph, A.M. Sawka, M. Schlumberger, K.G. Schuff, S.I. Sherman, J.A. Sosa, D.L. Steward, R.M. Tuttle, L. Wartofsky, 2015 American Thyroid Association Management Guidelines for adult patients with thyroid nodules and differentiated thyroid cancer: the American Thyroid Association Guidelines Task Force on thyroid nodules and differentiated thyroid cancer. Thyroid 26(1), 1–133 (2016). https://doi.org/10.1089/thy.2015.0020
E. Koike, S. Noguchi, H. Yamashita, T. Murakami, A. Ohshima, H. Kawamoto, H. Yamashita, Ultrasonographic characteristics of thyroid nodules: prediction of malignancy. Arch. Surg. 136(3), 334–337 (2001). https://doi.org/10.1001/archsurg.136.3.334
S.Y. Kim, J.Y. Kwak, E.K. Kim, J.H. Yoon, H.J. Moon, Association of preoperative US features and recurrence in patients with classic papillary thyroid carcinoma. Radiology 277(2), 574–583 (2015). https://doi.org/10.1148/radiol.2015142470
S.Y. Nam, J.H. Shin, B.K. Han, E.Y. Ko, E.S. Ko, S.Y. Hahn, J.H. Chung, Preoperative ultrasonographic features of papillary thyroid carcinoma predict biological behavior. J. Clin. Endocr. Metab. 98(4), 1476–1482 (2013). https://doi.org/10.1210/jc.2012-4072
J.Chen, X.-L.Li, C.-K.Zhao, W. D, D.Wang, Q.Wang, M.-X. Li, Q.Wei, G.Ji, H.-X.Xu, Conventional ultrasound, immunohistochemical factors and BRAFV600E mutation in predicting central cervical lymph node metastasis of papillary thyroid carcinoma. Ultrasound Med. Biol. 44(11), 2296–2306 (2018).
A.S. Kabaker, M.E. Tublin, Y.E. Nikiforov, M.J. Armstrong, S.P. Hodak, M.T. Stang, K.L. McCoy, S.E. Carty, L. Yip, Suspicious ultrasound characteristics predict BRAF V600E-positive papillary thyroid carcinoma. Thyroid 22(6), 585–589 (2012). https://doi.org/10.1089/thy.2011.0274
T.H. Kim, C.S. Ki, S.Y. Hahn, Y.L. Oh, H.W. Jang, S.W. Kim, J.H. Chung, J.H. Shin, Ultrasonographic prediction of highly aggressive telomerase reverse transcriptase (TERT) promoter-mutated papillary thyroid cancer. Endocrine 57(2), 234–240 (2017). https://doi.org/10.1007/s12020-017-1340-3
C. Liu, Z. Liu, T. Chen, W. Zeng, Y. Guo, T. Huang, TERT promoter mutation and its association with clinicopathological features and prognosis of papillary thyroid cancer: a meta-analysis. Sci. Rep. 6, 36990 (2016). https://doi.org/10.1038/srep36990
J. Yang, Y. Gong, S. Yan, H. Chen, S. Qin, R. Gong, Association between TERT promoter mutations and clinical behaviors in differentiated thyroid carcinoma: a systematic review and meta-analysis. Endocrine (2019). https://doi.org/10.1007/s12020-019-02117-2
S. Kim, J. Lee, M.E. Hong, I. G. Do, S. Y. Kang, S. Y. Ha, S. T. Kim, S. H. Park, W. K. Kang, M. G. Choi, J. H. Lee, T. S. Sohn, J. M. Bae, S. Kim, D. H. Kim, K. M. Kim, High-throughput sequencing and copy number variation detection using formalin fixed embedded tissue in metastatic gastric cancer. PLoS ONE 9(11) (2014). ARTN e111693. https://doi.org/10.1371/journal.pone.0111693
C.K. Zhao, J.Y. Zheng, L.P. Sun, R.Y. Xu, Q. Wei, H.X. Xu, BRAF(V600E) mutation analysis in fine-needle aspiration cytology specimens for diagnosis of thyroid nodules: the influence of false-positive and false-negative results. Cancer Med. 8(12), 5577–5589 (2019). https://doi.org/10.1002/cam4.2478
S. Moon, Y.S. Song, Y.A. Kim, J.A. Lim, S.W. Cho, J.H. Moon, S. Hahn, D.J. Park, Y.J. Park, Effects of coexistent BRAFV600E and TERT promoter mutations on poor clinical outcomes in papillary thyroid cancer: a meta-analysis. Thyroid 27(5), 651–660 (2017). https://doi.org/10.1089/thy.2016.0350
S.E. Lee, T.S. Hwang, Y.L. Choi, H.S. Han, W.S. Kim, M.H. Jang, S.K. Kim, J.H. Yang, Prognostic significance of TERT promoter mutations in papillary thyroid carcinomas in a BRAF(V600E) mutation-prevalent population. Thyroid 26(7), 901–910 (2016). https://doi.org/10.1089/thy.2015.0488
J.S. Bae, Y. Kim, S. Jeon, S.H. Kim, T.J. Kim, S. Lee, M.H. Kim, D.J. Lim, Y.S. Lee, C.K. Jung, Clinical utility of TERT promoter mutations and ALK rearrangement in thyroid cancer patients with a high prevalence of the BRAF V600E mutation. Diagn. Pathol. 11, 21 (2016). https://doi.org/10.1186/s13000-016-0458-6
J.K. Myung, B.K. Kwak, J.A. Lim, M.C. Lee, M.J. Kim, TERT promoter mutations and tumor persistence/recurrence in papillary thyroid cancer. Cancer Res. Treat. 48(3), 942–947 (2016). https://doi.org/10.4143/crt.2015.362
J. Liang, W. Cai, D. Feng, H. Teng, F. Mao, Y. Jiang, S. Hu, X. Li, Y. Zhang, B. Liu, Z.S. Sun, Genetic landscape of papillary thyroid carcinoma in the Chinese population. J. Pathol. 244(2), 215–226 (2018). https://doi.org/10.1002/path.5005
S. Pant, R. Weiner, M.J. Marton, Navigating the rapids: the development of regulated next-generation sequencing-based clinical trial assays and companion diagnostics. Front. Oncol. 4, 78 (2014). https://doi.org/10.3389/fonc.2014.00078
X.L. Liu, J. Bishop, Y. Shan, S. Pai, D.X. Liu, A.K. Murugan, H. Sun, A.K. El-Naggar, M.Z. Xing, Highly prevalent TERT promoter mutations in aggressive thyroid cancers. Endocr.-Relat. Cancer 20(4), 603–610 (2013). https://doi.org/10.1530/Erc-13-0210
Y.E. Nikiforov, S.E. Carty, S.I. Chiosea, C. Coyne, U. Duvvuri, R.L. Ferris, W.E. Gooding, S.P. Hodak, S.O. LeBeau, N.P. Ohori, R.R. Seethala, M.E. Tublin, L. Yip, M.N. Nikiforova, Highly accurate diagnosis of cancer in thyroid nodules with follicular neoplasm/suspicious for a follicular neoplasm cytology by ThyroSeq v2 next-generation sequencing assay. Cancer 120(23), 3627–3634 (2014). https://doi.org/10.1002/cncr.29038
R. Liu, M. Xing, Diagnostic and prognostic TERT promoter mutations in thyroid fine-needle aspiration biopsy. Endocr. Relat. Cancer 21(5), 825–830 (2014). https://doi.org/10.1530/ERC-14-0359
M. Muzza, C. Colombo, S. Rossi, D. Tosi, V. Cirello, M. Perrino, S. De Leo, E. Magnani, E. Pignatti, B. Vigo, M. Simoni, G. Bulfamante, L. Vicentini, L. Fugazzola, Telomerase in differentiated thyroid cancer: promoter mutations, expression and localization. Mol. Cell. Endocrinol. 399, 288–295 (2015). https://doi.org/10.1016/j.mce.2014.10.019
M. Melo, A.G. da Rocha, J. Vinagre, R. Batista, J. Peixoto, C. Tavares, R. Celestino, A. Almeida, C. Salgado, C. Eloy, P. Castro, H. Prazeres, J. Lima, T. Amaro, C. Lobo, M.J. Martins, M. Moura, B. Cavaco, V. Leite, J.M. Cameselle-Teijeiro, F. Carrilho, M. Carvalheiro, V. Maximo, M. Sobrinho-Simoes, P. Soares, TERT promoter mutations are a major indicator of poor outcome in differentiated thyroid carcinomas. J. Clin. Endocrinol. Metab. 99(5), E754–E765 (2014). https://doi.org/10.1210/jc.2013-3734
C. Colombo, M. Muzza, M.C. Proverbio, D. Tosi, D. Soranna, C. Pesenti, S. Rossi, V. Cirello, S. De Leo, N. Fusco, M. Miozzo, G. Bulfamante, L. Vicentini, S. Ferrero, A. Zambon, S. Tabano, L. Fugazzola, Impact of mutation density and heterogeneity on papillary thyroid cancer clinical features and remission probability. Thyroid 29(2), 237–251 (2019). https://doi.org/10.1089/thy.2018.0339
X. Shen, R. Liu, M. Xing, A six-genotype genetic prognostic model for papillary thyroid cancer. Endocr. Relat. Cancer 24(1), 41–52 (2017). https://doi.org/10.1530/erc-16-0402
S.Y. Hahn, T.H. Kim, C.S. Ki, S.W. Kim, S. Ahn, J.H. Shin, J.H: Chung, Ultrasound and clinicopathological features of papillary thyroid carcinomas with BRAF and TERT promoter mutations. Oncotarget 8(65), 108946–108957 (2017). https://doi.org/10.18632/oncotarget.22430
Funding
This work was supported in part by the National Natural Science Foundation of China (Grants 81671695, 81725008, and 81927801), Fundamental Research Funds for the Central Universities (Grants 22120190213, 22120190021 and 22120190137), Shanghai Municipal Health Commission (Grants 2019LJ21 and SHSLCZDZK03502), and the Science and Technology Commission of Shanghai Municipality (Grants 19441903200).
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Shi, H., Guo, LH., Zhang, YF. et al. Suspicious ultrasound and clinicopathological features of papillary thyroid carcinoma predict the status of TERT promoter. Endocrine 68, 349–357 (2020). https://doi.org/10.1007/s12020-020-02214-7
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DOI: https://doi.org/10.1007/s12020-020-02214-7