Skip to main content
Top
Published in: BMC Cancer 1/2024

Open Access 01-12-2024 | Metastasis | Research

Development of a nomogram for prediction of central lymph node metastasis of papillary thyroid microcarcinoma

Authors: Pengjun Qiu, Qiaonan Guo, Kelun Pan, Jianqing Lin

Published in: BMC Cancer | Issue 1/2024

Login to get access

Abstract

Background

Papillary thyroid carcinoma (PTC) is the most frequent malignant tumor in thyroid carcinoma. The aim of this study was to explore the risk factors associated with central lymph node metastasis in papillary thyroid microcarcinoma (PTMC) and establish a nomogram model that can assess the probability of central lymph node metastasis (CLNM).

Methods

The clinicopathological data of 377 patients with cN0 PTMC were collected and analyzed from The Second Affiliated Hospital of Fujian Medical University from July 1st, 2019 to December 30th, 2021. All patients were examined by underwent ultrasound (US), found without metastasis to central lymph nodes, and diagnosed with PTMC through pathologic examination. All patients received thyroid lobectomy or total thyroidectomy with therapeutic or prophylactic central lymph node dissection (CLND). R software (Version 4.1.0) was employed to conduct a series of statistical analyses and establish the nomogram.

Results

A total of 119 patients with PTMC had central lymph node metastases (31.56%). After that, age (P < 0.05), gender (P < 0.05), tumor size (P < 0.05), tumor multifocality (P < 0.05), and ultrasound imaging-suggested tumor boundaries (P < 0.05) were identified as the risk factors associated with CLNM. Subsequently, multivariate logistic regression analysis indicated that the area under the receiver operating characteristic (ROC) curve (AUC) of the training cohort was 0.703 and that of the validation cohort was 0.656, demonstrating that the prediction ability of this model is relatively good compared to existing models. The calibration curves indicated a good fit for the nomogram model. Finally, the decision curve analysis (DCA) showed that a probability threshold of 0.15–0.50 could benefit patients clinically. The probability threshold used in DCA captures the relative value the patient places on receiving treatment for the disease, if present, compared to the value of avoiding treatment if the disease is not present.

Conclusion

CLNM is associated with many risk factors, including age, gender, tumor size, tumor multifocality, and ultrasound imaging-suggested tumor boundaries. The nomogram established in our study has moderate predictive ability for CLNM and can be applied to the clinical management of patients with PTMC. Our findings will provide a better preoperative assessment and treatment strategies for patients with PTMC whether to undergo central lymph node dissection.
Appendix
Available only for authorised users
Literature
1.
go back to reference Yu X, Wan Y, Sippel R, Chen H. Should all papillary thyroid microcarcinomas be aggressively treated? An analysis of 18,445 cases. Ann Surg. 2011;254(4):653–60.CrossRefPubMed Yu X, Wan Y, Sippel R, Chen H. Should all papillary thyroid microcarcinomas be aggressively treated? An analysis of 18,445 cases. Ann Surg. 2011;254(4):653–60.CrossRefPubMed
2.
go back to reference Ito Y, Miyauchi A, Oda H. Low-risk papillary microcarcinoma of the thyroid: a review of active surveillance trials. Eur J Surg Oncol. 2018;44(3):307–15.CrossRefPubMed Ito Y, Miyauchi A, Oda H. Low-risk papillary microcarcinoma of the thyroid: a review of active surveillance trials. Eur J Surg Oncol. 2018;44(3):307–15.CrossRefPubMed
4.
go back to reference Health Commission Of The People’s Republic Of China N. National guidelines for diagnosis and treatment of thyroid cancer 2022 in China (English version). Chin J Cancer Res. 2022;34(3):131–50.CrossRefPubMedPubMedCentral Health Commission Of The People’s Republic Of China N. National guidelines for diagnosis and treatment of thyroid cancer 2022 in China (English version). Chin J Cancer Res. 2022;34(3):131–50.CrossRefPubMedPubMedCentral
5.
go back to reference Haugen B, Alexander E, Bible K, Doherty G, Mandel S, Nikiforov Y, Pacini F, Randolph G, Sawka A, Schlumberger M, et al. 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. 2016;26(1):1–133.CrossRefPubMedPubMedCentral Haugen B, Alexander E, Bible K, Doherty G, Mandel S, Nikiforov Y, Pacini F, Randolph G, Sawka A, Schlumberger M, et al. 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. 2016;26(1):1–133.CrossRefPubMedPubMedCentral
6.
go back to reference Peinado H, Alečković M, Lavotshkin S, Matei I, Costa-Silva B, Moreno-Bueno G, Hergueta-Redondo M, Williams C, García-Santos G, Ghajar C, et al. Melanoma exosomes educate bone marrow progenitor cells toward a pro-metastatic phenotype through MET. Nat Med. 2012;18(6):883–91.CrossRefPubMedPubMedCentral Peinado H, Alečković M, Lavotshkin S, Matei I, Costa-Silva B, Moreno-Bueno G, Hergueta-Redondo M, Williams C, García-Santos G, Ghajar C, et al. Melanoma exosomes educate bone marrow progenitor cells toward a pro-metastatic phenotype through MET. Nat Med. 2012;18(6):883–91.CrossRefPubMedPubMedCentral
7.
go back to reference Liu L, Liang J, Li J, Liu X, Jiang L, Long J, Jiang Y, Wei Z. The incidence and risk factors for central lymph node metastasis in cN0 papillary thyroid microcarcinoma: a meta-analysis. Eur Arch Otorhinolaryngol. 2017;274(3):1327–38.CrossRefPubMed Liu L, Liang J, Li J, Liu X, Jiang L, Long J, Jiang Y, Wei Z. The incidence and risk factors for central lymph node metastasis in cN0 papillary thyroid microcarcinoma: a meta-analysis. Eur Arch Otorhinolaryngol. 2017;274(3):1327–38.CrossRefPubMed
8.
go back to reference Lu S, Zhao R, Ni Y, Ding J, Qiu F, Peng Y, Pan G, Wu F, Zhang Y, Shi J, et al. Development and validation of a nomogram for preoperative prediction of cervical lymph node involvement in thyroid microcarcinoma. Aging (Milano). 2020;12(6):4896–906.CrossRef Lu S, Zhao R, Ni Y, Ding J, Qiu F, Peng Y, Pan G, Wu F, Zhang Y, Shi J, et al. Development and validation of a nomogram for preoperative prediction of cervical lymph node involvement in thyroid microcarcinoma. Aging (Milano). 2020;12(6):4896–906.CrossRef
9.
go back to reference Haddad R, Bischoff L, Ball D, Bernet V, Blomain E, Busaidy N, Campbell M, Dickson P, Duh Q, Ehya H, et al. Thyroid Carcinoma, Version 2.2022, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Cancer Netw. 2022;20(8):925–51.CrossRef Haddad R, Bischoff L, Ball D, Bernet V, Blomain E, Busaidy N, Campbell M, Dickson P, Duh Q, Ehya H, et al. Thyroid Carcinoma, Version 2.2022, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Cancer Netw. 2022;20(8):925–51.CrossRef
10.
go back to reference Hyun S, Song H, Kim S, Nam S, Roh J, Han M, Choi S. Impact of combined prophylactic unilateral central neck dissection and hemithyroidectomy in patients with papillary thyroid microcarcinoma. Ann Surg Oncol. 2012;19(2):591–6.CrossRefPubMed Hyun S, Song H, Kim S, Nam S, Roh J, Han M, Choi S. Impact of combined prophylactic unilateral central neck dissection and hemithyroidectomy in patients with papillary thyroid microcarcinoma. Ann Surg Oncol. 2012;19(2):591–6.CrossRefPubMed
11.
go back to reference Kim S, Woo J, Lee J, Park I, Choe J, Kim J, Kim J. Prophylactic central neck dissection might not be necessary in papillary thyroid carcinoma: analysis of 11,569 Cases from a Single Institution. J Am Coll Surg. 2016;222(5):853–64.CrossRefPubMed Kim S, Woo J, Lee J, Park I, Choe J, Kim J, Kim J. Prophylactic central neck dissection might not be necessary in papillary thyroid carcinoma: analysis of 11,569 Cases from a Single Institution. J Am Coll Surg. 2016;222(5):853–64.CrossRefPubMed
12.
go back to reference Lin Y, Huang H, Guo Y, Jentzen W, Rosenbaum S, Kühl H. Chinese Society of Clinical Oncology (CSCO) diagnosis and treatment guidelines for persistent/recurrent and metastatic differentiated thyroid cancer 2018. Chin J Cancer Res. 2019;31(1):99-116. Lin Y, Huang H, Guo Y, Jentzen W, Rosenbaum S, Kühl H. Chinese Society of Clinical Oncology (CSCO) diagnosis and treatment guidelines for persistent/recurrent and metastatic differentiated thyroid cancer 2018. Chin J Cancer Res. 2019;31(1):99-116.
13.
14.
go back to reference Chéreau N, Buffet C, Trésallet C, Tissier F, Leenhardt L, Menegaux F. Recurrence of papillary thyroid carcinoma with lateral cervical node metastases: Predictive factors and operative management. Surgery. 2016;159(3):755–62.CrossRefPubMed Chéreau N, Buffet C, Trésallet C, Tissier F, Leenhardt L, Menegaux F. Recurrence of papillary thyroid carcinoma with lateral cervical node metastases: Predictive factors and operative management. Surgery. 2016;159(3):755–62.CrossRefPubMed
15.
go back to reference Cao Y, Zhang T, Li B, Qu N, Zhu Y. Prognostic evaluation model for papillary thyroid cancer: a retrospective study of 660 cases. Gland Surg. 2021;10(7):2170–9.CrossRefPubMedPubMedCentral Cao Y, Zhang T, Li B, Qu N, Zhu Y. Prognostic evaluation model for papillary thyroid cancer: a retrospective study of 660 cases. Gland Surg. 2021;10(7):2170–9.CrossRefPubMedPubMedCentral
16.
go back to reference Shaha A, Tuttle R. Editorial: Risk of disease progression during active surveillance of papillary thyroid cancer. Surgery. 2018;163(1):53–4.CrossRefPubMed Shaha A, Tuttle R. Editorial: Risk of disease progression during active surveillance of papillary thyroid cancer. Surgery. 2018;163(1):53–4.CrossRefPubMed
17.
go back to reference Tuttle R, Fagin J, Minkowitz G, Wong R, Roman B, Patel S, Untch B, Ganly I, Shaha A, Shah J, et al. Natural history and tumor volume kinetics of papillary thyroid cancers during active surveillance. JAMA otolaryngol Head Neck Surg. 2017;143(10):1015–20.CrossRefPubMedPubMedCentral Tuttle R, Fagin J, Minkowitz G, Wong R, Roman B, Patel S, Untch B, Ganly I, Shaha A, Shah J, et al. Natural history and tumor volume kinetics of papillary thyroid cancers during active surveillance. JAMA otolaryngol Head Neck Surg. 2017;143(10):1015–20.CrossRefPubMedPubMedCentral
18.
go back to reference Haugen B. 2015 American thyroid association management guidelines for adult patients with thyroid nodules and differentiated thyroid cancer: what is new and what has changed? Cancer. 2017;123(3):372–81.CrossRefPubMed Haugen B. 2015 American thyroid association management guidelines for adult patients with thyroid nodules and differentiated thyroid cancer: what is new and what has changed? Cancer. 2017;123(3):372–81.CrossRefPubMed
19.
go back to reference Molinaro E, Campopiano M, Pieruzzi L, Matrone A, Agate L, Bottici V, Viola D, Cappagli V, Valerio L, Giani C, et al. Active Surveillance in Papillary Thyroid Microcarcinomas is Feasible and Safe: Experience at a Single Italian Center. J Clin Endocrinol Metab. 2020;105(3):e172–80.CrossRefPubMed Molinaro E, Campopiano M, Pieruzzi L, Matrone A, Agate L, Bottici V, Viola D, Cappagli V, Valerio L, Giani C, et al. Active Surveillance in Papillary Thyroid Microcarcinomas is Feasible and Safe: Experience at a Single Italian Center. J Clin Endocrinol Metab. 2020;105(3):e172–80.CrossRefPubMed
20.
go back to reference Chen L, Wu Y, Lee C, Chen H, Loh E, Tam K. Prophylactic Central Neck Dissection for Papillary Thyroid Carcinoma with Clinically Uninvolved Central Neck Lymph Nodes: a systematic review and meta-analysis. World J Surg. 2018;42(9):2846–57.CrossRefPubMed Chen L, Wu Y, Lee C, Chen H, Loh E, Tam K. Prophylactic Central Neck Dissection for Papillary Thyroid Carcinoma with Clinically Uninvolved Central Neck Lymph Nodes: a systematic review and meta-analysis. World J Surg. 2018;42(9):2846–57.CrossRefPubMed
21.
go back to reference Takami H, Ito Y, Okamoto T, Yoshida A. Therapeutic strategy for differentiated thyroid carcinoma in Japan based on a newly established guideline managed by Japanese Society of Thyroid Surgeons and Japanese Association of Endocrine Surgeons. World J Surg. 2011;35(1):111–21.CrossRefPubMed Takami H, Ito Y, Okamoto T, Yoshida A. Therapeutic strategy for differentiated thyroid carcinoma in Japan based on a newly established guideline managed by Japanese Society of Thyroid Surgeons and Japanese Association of Endocrine Surgeons. World J Surg. 2011;35(1):111–21.CrossRefPubMed
22.
go back to reference Zhang L, Wei W, Ji Q, Zhu Y, Wang Z, Wang Y, Huang C, Shen Q, Li D, Wu Y. Risk factors for neck nodal metastasis in papillary thyroid microcarcinoma: a study of 1066 patients. J Clin Endocrinol Metab. 2012;97(4):1250–7.CrossRefPubMed Zhang L, Wei W, Ji Q, Zhu Y, Wang Z, Wang Y, Huang C, Shen Q, Li D, Wu Y. Risk factors for neck nodal metastasis in papillary thyroid microcarcinoma: a study of 1066 patients. J Clin Endocrinol Metab. 2012;97(4):1250–7.CrossRefPubMed
23.
go back to reference Vasica G, O’Neill C, Sidhu S, Sywak M, Reeve T, Delbridge L. Reoperative surgery for bilateral multinodular goitre in the era of total thyroidectomy. Br J Surg. 2012;99(5):688–92.CrossRefPubMed Vasica G, O’Neill C, Sidhu S, Sywak M, Reeve T, Delbridge L. Reoperative surgery for bilateral multinodular goitre in the era of total thyroidectomy. Br J Surg. 2012;99(5):688–92.CrossRefPubMed
24.
go back to reference Yu X, Song X, Sun W, Zhao S, Zhao J, Wang Y. Independent Risk factors predicting central lymph node metastasis in papillary thyroid Microcarcinoma. Horm Metab Res. 2017;49(3):201–7.CrossRefPubMed Yu X, Song X, Sun W, Zhao S, Zhao J, Wang Y. Independent Risk factors predicting central lymph node metastasis in papillary thyroid Microcarcinoma. Horm Metab Res. 2017;49(3):201–7.CrossRefPubMed
25.
go back to reference Kim E, Park J, Son K, Kim J, Jeon S, Na D. Preoperative diagnosis of cervical metastatic lymph nodes in papillary thyroid carcinoma: comparison of ultrasound, computed tomography, and combined ultrasound with computed tomography. Thyroid. 2008;18(4):411–8.CrossRefPubMed Kim E, Park J, Son K, Kim J, Jeon S, Na D. Preoperative diagnosis of cervical metastatic lymph nodes in papillary thyroid carcinoma: comparison of ultrasound, computed tomography, and combined ultrasound with computed tomography. Thyroid. 2008;18(4):411–8.CrossRefPubMed
26.
go back to reference Pisanu A, Reccia I, Nardello O, Uccheddu A. Risk factors for nodal metastasis and recurrence among patients with papillary thyroid microcarcinoma: differences in clinical relevance between nonincidental and incidental tumors. World J Surg. 2009;33(3):460–8.CrossRefPubMed Pisanu A, Reccia I, Nardello O, Uccheddu A. Risk factors for nodal metastasis and recurrence among patients with papillary thyroid microcarcinoma: differences in clinical relevance between nonincidental and incidental tumors. World J Surg. 2009;33(3):460–8.CrossRefPubMed
27.
go back to reference Wei X, Wang M, Wang X, Zheng X, Li Y, Pan Y, Li Y, Mu J, Yu Y, Li D, et al. Prediction of cervical lymph node metastases in papillary thyroid microcarcinoma by sonographic features of the primary site. Cancer Biol Med. 2019;16(3):587–94.CrossRefPubMedPubMedCentral Wei X, Wang M, Wang X, Zheng X, Li Y, Pan Y, Li Y, Mu J, Yu Y, Li D, et al. Prediction of cervical lymph node metastases in papillary thyroid microcarcinoma by sonographic features of the primary site. Cancer Biol Med. 2019;16(3):587–94.CrossRefPubMedPubMedCentral
28.
go back to reference Gao Y, Qu N, Zhang L, Chen J, Ji Q. Preoperative ultrasonography and serum thyroid-stimulating hormone on predicting central lymph node metastasis in thyroid nodules as or suspicious for papillary thyroid microcarcinoma. Tumour Biol. 2016;37(6):7453–9.CrossRefPubMed Gao Y, Qu N, Zhang L, Chen J, Ji Q. Preoperative ultrasonography and serum thyroid-stimulating hormone on predicting central lymph node metastasis in thyroid nodules as or suspicious for papillary thyroid microcarcinoma. Tumour Biol. 2016;37(6):7453–9.CrossRefPubMed
29.
go back to reference Deng J, Zhang D, Zhang W, Li J. Construction and validation of new nomograms to predict risk and prognostic factors of breast cancer bone metastasis in Asian females: a population-based retrospective study. Int J Gen Med. 2021;14:8881–902.CrossRefPubMedPubMedCentral Deng J, Zhang D, Zhang W, Li J. Construction and validation of new nomograms to predict risk and prognostic factors of breast cancer bone metastasis in Asian females: a population-based retrospective study. Int J Gen Med. 2021;14:8881–902.CrossRefPubMedPubMedCentral
30.
go back to reference Zhang M, Ding C, Xu L, Feng S, Ling Y, Guo J, Liang Y, Zhou Z, Chen Y, Qiu H. A nomogram to predict risk of lymph node metastasis in early gastric cancer. Sci Rep. 2021;11(1):22873.ADSCrossRefPubMedPubMedCentral Zhang M, Ding C, Xu L, Feng S, Ling Y, Guo J, Liang Y, Zhou Z, Chen Y, Qiu H. A nomogram to predict risk of lymph node metastasis in early gastric cancer. Sci Rep. 2021;11(1):22873.ADSCrossRefPubMedPubMedCentral
31.
go back to reference Venclovas Z, Muilwijk T, Matjosaitis A, Jievaltas M, Joniau S, Milonas D. Head-to-Head Comparison of Two Nomograms Predicting Probability of Lymph Node Invasion in Prostate Cancer and the Therapeutic Impact of Higher Nomogram Threshold. J Clin Med. 2021;10(5):99.CrossRef Venclovas Z, Muilwijk T, Matjosaitis A, Jievaltas M, Joniau S, Milonas D. Head-to-Head Comparison of Two Nomograms Predicting Probability of Lymph Node Invasion in Prostate Cancer and the Therapeutic Impact of Higher Nomogram Threshold. J Clin Med. 2021;10(5):99.CrossRef
32.
go back to reference Yang Y, Chen C, Chen Z, Jiang J, Chen Y, Jin L, Guo G, Zhang X, Ye T. Prediction of central compartment lymph node metastasis in papillary thyroid microcarcinoma. Clin Endocrinol (Oxf). 2014;81(2):282–8.CrossRefPubMed Yang Y, Chen C, Chen Z, Jiang J, Chen Y, Jin L, Guo G, Zhang X, Ye T. Prediction of central compartment lymph node metastasis in papillary thyroid microcarcinoma. Clin Endocrinol (Oxf). 2014;81(2):282–8.CrossRefPubMed
Metadata
Title
Development of a nomogram for prediction of central lymph node metastasis of papillary thyroid microcarcinoma
Authors
Pengjun Qiu
Qiaonan Guo
Kelun Pan
Jianqing Lin
Publication date
01-12-2024
Publisher
BioMed Central
Keyword
Metastasis
Published in
BMC Cancer / Issue 1/2024
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-024-12004-3

Other articles of this Issue 1/2024

BMC Cancer 1/2024 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine