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Published in: Endocrine 3/2019

01-12-2019 | Ultrasound | Original Article

Ultrasound combined with biochemical parameters can predict parathyroid carcinoma in patients with primary hyperparathyroidism

Authors: Ruifeng Liu, Yu Xia, Cheng Chen, Tiantian Ye, Xuepei Huang, Li Ma, Ya Hu, Yuxin Jiang

Published in: Endocrine | Issue 3/2019

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Abstract

Purposes

Parathyroid cancer (PC) is rare, but fatal condition. Preoperative prediction of PC remains challenging but meaningful. The aim of this study was to determine an effective model to predict PC in patients with parathyroid lesions >1.5 cm.

Methods

In this retrospective case-control study, we enrolled 30 patients with PC matched to 60 patients with parathyroid adenoma or hyperplasia by admission year. All patients were diagnosed with primary hyperparathyroidism (pHPT) and had parathyroid lesions >1.5 cm. Ultrasonic features of the two patient groups, as well as demographic, clinical, and biochemical characteristics were retrospectively compared. Best subset selection and multivariate logistic regression analysis were conducted to identify the independent risk factors of PC. ROC curve and decision curve analysis were developed to evaluate the applicability of the new model.

Results

The best subset selection method and multiple logistic regression analysis showed that ultrasonic features of DR (two diameters’ ratio of the lesion) and tumor infiltration in conjunction with intact parathyroid hormone (iPTH) level (collective model) were independent predictors of malignancy. Meanwhile, DR, shape, and tumor infiltration (ultrasound model) were found to be risk factors when only ultrasonic features were included in the multivariate analysis. The decision curve analysis showed that collective model outperforms ultrasound model with a better net benefit and a wider range of threshold probabilities.

Conclusions

Ultrasonic features in combination with iPTH level may be an applicable model for predicting PC and has a better potential to facilitate decision-making preoperatively.
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Literature
1.
go back to reference J.P. Bilezikian, L. Bandeira, A. Khan, N.E. Cusano, Hyperparathyroidism. Lancet 391(10116), 168–178 (2018)CrossRef J.P. Bilezikian, L. Bandeira, A. Khan, N.E. Cusano, Hyperparathyroidism. Lancet 391(10116), 168–178 (2018)CrossRef
2.
go back to reference S. Xue, H.Z. Chen, C.H. Lv, X.H. Shen, J.Z. Ding, J.M. Liu et al. Preoperative diagnosis and prognosis in 40 parathyroid carcinoma patients. Clin. Endocrinol. 85, 29–36 (2016)CrossRef S. Xue, H.Z. Chen, C.H. Lv, X.H. Shen, J.Z. Ding, J.M. Liu et al. Preoperative diagnosis and prognosis in 40 parathyroid carcinoma patients. Clin. Endocrinol. 85, 29–36 (2016)CrossRef
3.
go back to reference N. Talat, K. Schulte, Clinical presentation, staging and long-term evolution of parathyroid cancer. Ann. Surg. Oncol. 17, 2156–2174 (2010)CrossRef N. Talat, K. Schulte, Clinical presentation, staging and long-term evolution of parathyroid cancer. Ann. Surg. Oncol. 17, 2156–2174 (2010)CrossRef
4.
go back to reference P.K. Lee, S.L. Jarosek, B.A. Virnig, M. Evasovich, T.M. Tuttle, Trends in the incidence and treatment of parathyroid cancer in the United States. Cancer 109, 1736–1741 (2007)CrossRef P.K. Lee, S.L. Jarosek, B.A. Virnig, M. Evasovich, T.M. Tuttle, Trends in the incidence and treatment of parathyroid cancer in the United States. Cancer 109, 1736–1741 (2007)CrossRef
5.
go back to reference Z. Devcic, R.B. Jeffrey, A. Kamaya, T.S. Desser, The elusive parathyroid adenoma: techniques for detection. Ultrasound Q. 29, 180–187 (2013)CrossRef Z. Devcic, R.B. Jeffrey, A. Kamaya, T.S. Desser, The elusive parathyroid adenoma: techniques for detection. Ultrasound Q. 29, 180–187 (2013)CrossRef
6.
go back to reference R.V. Lloyd, R.Y. Osamura, G. Klöppel, WHO Classification of Tumours of Endocrine Organs, 4th edn. (International Agency for Research on Cancer, Lyon, 2017), p. 1–355 R.V. Lloyd, R.Y. Osamura, G. Klöppel, WHO Classification of Tumours of Endocrine Organs, 4th edn. (International Agency for Research on Cancer, Lyon, 2017), p. 1–355
7.
go back to reference S.A. Hundahl, I.D. Fleming, A.M. Fremgen, H.R. Menck, Two hundred eighty-six cases of parathyroid carcinoma treated in the U.S. between 1985-1995: a National Cancer Data Base Report. The American College of Surgeons Commission on Cancer and the American Cancer Society. Cancer 86, 538–544 (1999)CrossRef S.A. Hundahl, I.D. Fleming, A.M. Fremgen, H.R. Menck, Two hundred eighty-six cases of parathyroid carcinoma treated in the U.S. between 1985-1995: a National Cancer Data Base Report. The American College of Surgeons Commission on Cancer and the American Cancer Society. Cancer 86, 538–544 (1999)CrossRef
8.
go back to reference M. Nam, H.S. Jeong, J.H. Shin, Differentiation of parathyroid carcinoma and adenoma by preoperative ultrasonography. Acta Radiol. 58, 670–675 (2017)CrossRef M. Nam, H.S. Jeong, J.H. Shin, Differentiation of parathyroid carcinoma and adenoma by preoperative ultrasonography. Acta Radiol. 58, 670–675 (2017)CrossRef
9.
go back to reference F. Cheng, E. Konstantatou, N.J. Mulholland, S. Baroncini, M.A. Husainy, K.M. Schulte et al. A retrospective review of the role of B-mode and color Doppler ultrasonography in the investigation of primary hyperparathyroidism: features that differentiate benign from malignant lesions. Ultrasound 26, 110–117 (2018)CrossRef F. Cheng, E. Konstantatou, N.J. Mulholland, S. Baroncini, M.A. Husainy, K.M. Schulte et al. A retrospective review of the role of B-mode and color Doppler ultrasonography in the investigation of primary hyperparathyroidism: features that differentiate benign from malignant lesions. Ultrasound 26, 110–117 (2018)CrossRef
10.
go back to reference S. Kytölä, F. Farnebo, T. Obara, J. Isola, L. Grimelius, L.O. Farnebo et al. Patterns of chromosomal imbalances in parathyroid carcinomas. Am. J. Pathol. 157, 579–586 (2000)CrossRef S. Kytölä, F. Farnebo, T. Obara, J. Isola, L. Grimelius, L.O. Farnebo et al. Patterns of chromosomal imbalances in parathyroid carcinomas. Am. J. Pathol. 157, 579–586 (2000)CrossRef
11.
go back to reference A. Al-Kurd, M. Mekel, H. Mazeh, Parathyroid carcinoma. Surg. Oncol. 23, 107–114 (2014)CrossRef A. Al-Kurd, M. Mekel, H. Mazeh, Parathyroid carcinoma. Surg. Oncol. 23, 107–114 (2014)CrossRef
12.
go back to reference G. Agarwal, K.K. Prasad, D.K. Kar, N. Krishnani, R. Pandey, S.K. Mishra, Indian primary hyperparathyroidism patients with parathyroid carcinoma do not differ in clinicoinvestigative characteristics from those with benign parathyroid pathology. World J. Surg. 30, 732–742 (2006)CrossRef G. Agarwal, K.K. Prasad, D.K. Kar, N. Krishnani, R. Pandey, S.K. Mishra, Indian primary hyperparathyroidism patients with parathyroid carcinoma do not differ in clinicoinvestigative characteristics from those with benign parathyroid pathology. World J. Surg. 30, 732–742 (2006)CrossRef
13.
go back to reference B. Cakir, S.B. Polat, M. Kilic, D. Ozdemir, C. Aydin, N. Süngü et al. Evaluation of preoperative ultrasonographic and biochemical features of patients with aggressive parathyroid disease: is there a reliable predictive marker. Arch. Endocrinol. Metab. 60, 537–544 (2016)CrossRef B. Cakir, S.B. Polat, M. Kilic, D. Ozdemir, C. Aydin, N. Süngü et al. Evaluation of preoperative ultrasonographic and biochemical features of patients with aggressive parathyroid disease: is there a reliable predictive marker. Arch. Endocrinol. Metab. 60, 537–544 (2016)CrossRef
14.
go back to reference J.H. Bae, H.J. Choi, Y. Lee, M.K. Moon, Y.J. Park, C.S. Shin et al. Preoperative predictive factors for parathyroid carcinoma in patients with primary hyperparathyroidism. J. Korean Med. Sci. 27, 890 (2012)CrossRef J.H. Bae, H.J. Choi, Y. Lee, M.K. Moon, Y.J. Park, C.S. Shin et al. Preoperative predictive factors for parathyroid carcinoma in patients with primary hyperparathyroidism. J. Korean Med. Sci. 27, 890 (2012)CrossRef
15.
go back to reference K.M. Schulte, N. Talat, Diagnosis and management of parathyroid cancer. Nat. Rev. Endocrinol. 8, 612–622 (2012)CrossRef K.M. Schulte, N. Talat, Diagnosis and management of parathyroid cancer. Nat. Rev. Endocrinol. 8, 612–622 (2012)CrossRef
16.
go back to reference K.L. McCoy, R.R. Seethala, M.J. Armstrong, M.N. Nikiforova, M.T. Stang, S.E. Carty et al. The clinical importance of parathyroid atypia: is long-term surveillance necessary? Surgery 158, 929–936 (2015)CrossRef K.L. McCoy, R.R. Seethala, M.J. Armstrong, M.N. Nikiforova, M.T. Stang, S.E. Carty et al. The clinical importance of parathyroid atypia: is long-term surveillance necessary? Surgery 158, 929–936 (2015)CrossRef
17.
go back to reference P.S. Sidhu, N. Talat, P. Patel, N.J. Mulholland, K.M. Schulte, Ultrasound features of malignancy in the preoperative diagnosis of parathyroid cancer: a retrospective analysis of parathyroid tumours larger than 15 mm. Eur. Radiol. 21, 1865–1873 (2011)CrossRef P.S. Sidhu, N. Talat, P. Patel, N.J. Mulholland, K.M. Schulte, Ultrasound features of malignancy in the preoperative diagnosis of parathyroid cancer: a retrospective analysis of parathyroid tumours larger than 15 mm. Eur. Radiol. 21, 1865–1873 (2011)CrossRef
18.
go back to reference P. O’Neal, P. Mowschenson, J. Connolly, P.O. Hasselgren, Large parathyroid tumors have an increased risk of atypia and carcinoma. Am. J. Surg. 202, 146–150 (2011)CrossRef P. O’Neal, P. Mowschenson, J. Connolly, P.O. Hasselgren, Large parathyroid tumors have an increased risk of atypia and carcinoma. Am. J. Surg. 202, 146–150 (2011)CrossRef
19.
go back to reference L. Sulaiman, I.L. Nilsson, C.C. Juhlin, F. Haglund, A. Ho¨o¨g, C. Larsson et al. Genetic characterization of large parathyroid adenomas. Endocr. Relat. Cancer 19, 389–407 (2012)CrossRef L. Sulaiman, I.L. Nilsson, C.C. Juhlin, F. Haglund, A. Ho¨o¨g, C. Larsson et al. Genetic characterization of large parathyroid adenomas. Endocr. Relat. Cancer 19, 389–407 (2012)CrossRef
20.
go back to reference H. Hara, A. Igarashi, Y. Yano, Ultrasonographic features of parathyroid carcinoma. Endocr. J. 48, 213–217 (2001)CrossRef H. Hara, A. Igarashi, Y. Yano, Ultrasonographic features of parathyroid carcinoma. Endocr. J. 48, 213–217 (2001)CrossRef
21.
go back to reference R.A. DeLellis, Parathyroid tumors and related disorders. Mod. Pathol. 24, S78–S93 (2011)CrossRef R.A. DeLellis, Parathyroid tumors and related disorders. Mod. Pathol. 24, S78–S93 (2011)CrossRef
22.
go back to reference G.R. Edmonson, J.W. Charboneau, E.M. James, C.C. Reading, C.S. Grant, Parathyroid carcinoma: high-frequency sonographic features. Radiology 161, 65–67 (1986)CrossRef G.R. Edmonson, J.W. Charboneau, E.M. James, C.C. Reading, C.S. Grant, Parathyroid carcinoma: high-frequency sonographic features. Radiology 161, 65–67 (1986)CrossRef
23.
go back to reference A. Chandramohan, K. Sathyakumar, R.A. John, M.T. Manipadam, D. Abraham, T.V. Paul, P.N. Thomas et al. Atypical ultrasound features of parathyroid tumors may bear a relationship to their clinical and biochemical presentation. Insights Imaging 5, 103–111 (2014)CrossRef A. Chandramohan, K. Sathyakumar, R.A. John, M.T. Manipadam, D. Abraham, T.V. Paul, P.N. Thomas et al. Atypical ultrasound features of parathyroid tumors may bear a relationship to their clinical and biochemical presentation. Insights Imaging 5, 103–111 (2014)CrossRef
24.
go back to reference A.M. Isidori, V. Cantisani, E. Giannetta, D. Diacinti, E. David, V. Forte et al. Multiparametric ultrasonography and ultrasound elastography in the differentiation of parathyroid lesions from ectopic thyroid lesions or lymphadenopathies. Endocrine 57, 335–343 (2017)CrossRef A.M. Isidori, V. Cantisani, E. Giannetta, D. Diacinti, E. David, V. Forte et al. Multiparametric ultrasonography and ultrasound elastography in the differentiation of parathyroid lesions from ectopic thyroid lesions or lymphadenopathies. Endocrine 57, 335–343 (2017)CrossRef
25.
go back to reference B.A. Policeni, W.R.K. Smoker, D.L. Reede, Anatomy and embryology of the thyroid and parathyroid glands. Semin Ultrasound CT MRI. 33, 104–114 (2012)CrossRef B.A. Policeni, W.R.K. Smoker, D.L. Reede, Anatomy and embryology of the thyroid and parathyroid glands. Semin Ultrasound CT MRI. 33, 104–114 (2012)CrossRef
26.
go back to reference I. Christakis, N. Bussaidy, C. Clarke, L.J. Kwatampora, C.L. Warneke, A.M. Silva et al. Differentiating atypical parathyroid neoplasm from parathyroid cancer. Ann. Surg. Oncol. 23, 2889–2897 (2016)CrossRef I. Christakis, N. Bussaidy, C. Clarke, L.J. Kwatampora, C.L. Warneke, A.M. Silva et al. Differentiating atypical parathyroid neoplasm from parathyroid cancer. Ann. Surg. Oncol. 23, 2889–2897 (2016)CrossRef
Metadata
Title
Ultrasound combined with biochemical parameters can predict parathyroid carcinoma in patients with primary hyperparathyroidism
Authors
Ruifeng Liu
Yu Xia
Cheng Chen
Tiantian Ye
Xuepei Huang
Li Ma
Ya Hu
Yuxin Jiang
Publication date
01-12-2019
Publisher
Springer US
Published in
Endocrine / Issue 3/2019
Print ISSN: 1355-008X
Electronic ISSN: 1559-0100
DOI
https://doi.org/10.1007/s12020-019-02069-7

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