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Prediction model of lymph node metastasis posterior to the right recurrent laryngeal nerve

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Abstract

Background

At present, it is still controversial whether lymph nodes posterior to the right recurrent laryngeal nerve (LN-prRLN) in papillary thyroid carcinoma (PTC) patients should be dissected. Failure to dissect metastatic lymph nodes results in continued metastasis from the positive lymph nodes to other regions. Our study aimed to establish a predictive model and predict the probability of metastasis of the lymph nodes posterior to the right recurrent laryngeal nerve (LNM-prRLN) in patients.

Methods

A total of 309 patients underwent surgery for thyroid cancer between May 2019 and September 2022. The risk factors were identified by univariate and multivariate analyses, and statistically significant risk factors identified in the multivariate analysis were included in the nomogram. We used the calibration curve and the receiver operating characteristic (ROC) curve to verify the accuracy of the prediction model.

Results

Multivariate analysis showed that irregular tumor margins (OR: 3.549, 95% CI 1.294–9.733, P = 0.014), extrathyroidal extension (OR: 4.507, 95% CI 1.694–11.993, P = 0.003), maximum tumor diameter > 1 cm (OR: 5.729, 95% CI 2.617–12.542, P < 0.001), overweight status (OR: 2.296, 95% CI 1.057–4.987, P = 0.036), high total cholesterol level (OR: 5.238, 95% CI 2.304–11.909, P < 0.001), and multifocality (OR: 11.954, 95% CI 5.233–27.305, P < 0.001) were independent risk factors for LNM-prRLN. The area under the ROC curve was 0.927. The calibration curve showed good agreement between the predicted and observed rates of LNM-prRLN.

Conclusion

The probability of LNM-prRLN could be predicted by a nomogram based on the statistically significant risk factors identified in the multivariate analysis. This nomogram can guide clinicians when preoperatively evaluating the status of the LN-prRLN with regard to LNM-prRLN in PTC patients. For patients at high risk for LNM-prRLN, the preventive dissection of LN-prRLNs can be considered.

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Data availability

The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to privacy or ethical restrictions.

References

  1. Lim H, Devesa SS, Sosa JA, Check D, Kitahara CM (2017) Trends in Thyroid Cancer Incidence and Mortality in the United States, 1974–2013. JAMA 317:1338–1348

    Article  PubMed  PubMed Central  Google Scholar 

  2. Dolidze DD, Shabunin AV, Mumladze RB, Vardanyan AV, Covantsev SD, Shulutko AM, Semikov VI, Isaev KM, Kazaryan AM (2022) A Narrative Review of Preventive Central Lymph Node Dissection in Patients With Papillary Thyroid Cancer—A Necessity or an Excess. Front Oncol 12:906695

    Article  PubMed  PubMed Central  Google Scholar 

  3. Tagliabue M, Giugliano G, Mariani MC, Rubino M, Grosso E, Chu F, Calastri A, Maffini FA, Mauri G, De Fiori E, Manzoni MF, Ansarin M (2021) Prevalence of Central Compartment Lymph Node Metastases in Papillary Thyroid Micro-Carcinoma: A Retrospective Evaluation of Predictive Preoperative Features. Cancers 13:6028

    Article  PubMed  PubMed Central  Google Scholar 

  4. Luo Y, Xu XC, Shen J, Shi JJ, Lu S, He W, Lei JY, Luo DC (2018) Model of lymph node metastasis posterior to the right recurrent laryngeal nerve in papillary thyroid carcinoma. Cancer management and research 10:2449–2455

    Article  PubMed  PubMed Central  Google Scholar 

  5. Shaha AR, Poorten VV, Tuttle RM (2020) Multifocality in papillary thyroid carcinoma—An unresolved controversy. Eur J Surg Oncol 46:1777–1778

    Article  PubMed  Google Scholar 

  6. Wu X, Li BL, Zheng CJ, He XD (2020) Predictive factors for central lymph node metastases in papillary thyroid microcarcinoma. World J Clin Cases 8:1350–1360

    Article  PubMed  PubMed Central  Google Scholar 

  7. Zhou M, Duan Y, Ye B, Wang Y, Li H, Wu Y, Chen P, Zhu J, Jing C, Wu Y, Wang X (2022) Pattern and Predictive Factors of Metastasis in Lymph Nodes Posterior to the Right Recurrent Laryngeal Nerve in Papillary Thyroid Carcinoma. Front Endocrinol 13:914946

    Article  Google Scholar 

  8. Zhang DG, Gao L, Miao YW, He GF, Xie L (2014) Risk factors for posterior to right recurrent laryngeal nerve lymph node metastasis in papillary thyroid carcinoma. Saudi Med J 35:832–837

    CAS  PubMed  Google Scholar 

  9. Li C, Xiang J, Wang Y (2019) Risk Factors for Predicting Lymph Nodes Posterior to Right Recurrent Laryngeal Nerve (LN-prRLN) Metastasis in Thyroid Papillary Carcinoma: A Meta-Analysis. Int J Endocrinol 2019:7064328

    Article  PubMed  PubMed Central  Google Scholar 

  10. Wang Y, Wang D, Chen L, Guo K, Sun T (2020) A Comparison of Two Operation Methods Revealed the Risk Factors and the Necessity of LN-prRLN Dissection in Papillary Thyroid Carcinoma: A Retrospective Cohort Study in FUSCC. Int J Endocrinol 2020:7162793

    Article  PubMed  PubMed Central  Google Scholar 

  11. Kim YS, Park WC (2012) Clinical predictors of right upper paraesophageal lymph node metastasis from papillary thyroid carcinoma. World J Surg Oncol 10:164

    Article  PubMed  PubMed Central  Google Scholar 

  12. Ito Y, Fukushima M, Higashiyama T, Kihara M, Takamura Y, Kobayashi K, Miya A, Miyauchi A (2013) Incidence and predictors of right paraesophageal lymph node metastasis of N0 papillary thyroid carcinoma located in the right lobe. Endocr J 60:389–392

    Article  PubMed  Google Scholar 

  13. Lu KN, Zhang Y, Da JY, Zhou TH, Zhao LQ, Peng Y, Pan G, Shi JJ, Zhou L, Ni YQ, Luo DC (2021) A Novel Scoring System for Predicting the Metastases of Posterior Right Recurrent Laryngeal Nerve Lymph Node Involvement in Patients With Papillary Thyroid Carcinoma by Preoperative Ultrasound. Front Endocrinol 12:738138

    Article  Google Scholar 

  14. Chang H, Yoo RN, Kim SM, Kim BW, Lee YS, Lee SC, Chang HS, Park CS (2015) The Clinical Significance of the Right Para-Oesophageal Lymph Nodes in Papillary Thyroid Cancer. Yonsei Med J 56:1632–1637

    Article  PubMed  PubMed Central  Google Scholar 

  15. Grani G, Carbotta G, Nesca A, D’Alessandri M, Vitale M, Del Sordo M, Fumarola A (2015) A comprehensive score to diagnose Hashimoto’s thyroiditis: a proposal. Endocrine 49:361–365

    Article  CAS  PubMed  Google Scholar 

  16. Lango M, Flieder D, Arrangoiz R, Veloski C, Yu JQ, Li T, Burtness B, Mehra R, Galloway T, Ridge JA (2013) Extranodal extension of metastatic papillary thyroid carcinoma: correlation with biochemical endpoints, nodal persistence, and systemic disease progression. Thyroid 23:1099–1105

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Hei H, Li Y, Luo Z, Chai X, Zhang H, Zheng C, Zhou B, Gong W, Qin J (2022) Extranodal extension is an independent predictor of extensive nodal metastasis in T1 papillary thyroid cancer. Langenbecks Arch Surg 407:1647–1652

    Article  PubMed  Google Scholar 

  18. Xiao X, Wu Y, Zou L, Chen Y, Zhang C (2022) Value of dissection of lymph nodes posterior to the right recurrent laryngeal nerve in patients with cN(0) papillary thyroid carcinoma. Gland Surg 11:1204–1211

    Article  PubMed  PubMed Central  Google Scholar 

  19. Forest VI, Clark JR, Ebrahimi A, Cho EA, Sneddon L, Gao K, O’Brien JC (2011) Central compartment dissection in thyroid papillary carcinoma. Annal Surg 253:123–130

    Article  Google Scholar 

  20. Li J, He G, Tong Y, Tao L, Xie L, Gao L, Zhang D (2021) A novel scoring system for the risk of papillary thyroid cancer metastases in lymph nodes posterior to the right of the recurrent laryngeal nerve. Endocr Pract 27:15–20

    Article  PubMed  Google Scholar 

  21. Pinyi Z, Bin Z, Jianlong B, Yao L, Weifeng Z (2014) Risk factors and clinical indication of metastasis to lymph nodes posterior to right recurrent laryngeal nerve in papillary thyroid carcinoma: a single-center study in China. Head Neck 36:1335–1342

    PubMed  Google Scholar 

  22. Hou J, Shan H, Zhang Y, Fan Y, Wu B (2020) Risk factors of metastasis to the lymph nodes posterior to the right recurrent laryngeal nerve in papillary thyroid carcinoma. Eur Archiv Oto-rhino-Laryngol 277:881–886

    Article  Google Scholar 

  23. Feng JW, Qu Z, Qin AC, Pan H, Ye J, Jiang Y (2020) Significance of multifocality in papillary thyroid carcinoma. Eur J Surg Oncol 46:1820–1828

    Article  PubMed  Google Scholar 

  24. Kim SK, Woo JW, Park I, Lee JH, Choe JH, Kim JH, Kim JS (2016) Influence of Body Mass Index and Body Surface Area on the Behavior of Papillary Thyroid Carcinoma. Thyroid 26:657–666

    Article  PubMed  Google Scholar 

  25. Ma XN, Ma CX, Hou LJ, Fu SB (2022) The association of obesity with thyroid carcinoma risk. Cancer Med 11:1136–1144

    Article  PubMed  PubMed Central  Google Scholar 

  26. Matrone A, Ferrari F, Santini F, Elisei R (2020) Obesity as a risk factor for thyroid cancer. Curr Opin Endocrinol Diabetes Obes 27:358–363

    Article  CAS  PubMed  Google Scholar 

  27. Franchini F, Palatucci G, Colao A, Ungaro P, Macchia PE, Nettore IC (2022) Obesity and thyroid cancer risk: an update. Int J Environ Res Public Health 19:1116

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Economides A, Giannakou K, Mamais I, Economides PA, Papageorgis P (2021) Association Between Aggressive Clinicopathologic Features of Papillary Thyroid Carcinoma and Body Mass Index: A Systematic Review and Meta-Analysis. Front Endocrinol 12:692879

    Article  Google Scholar 

  29. Zhao J, Tian Y, Yao J, Gu H, Zhang R, Wang H, Liao L, Dong J (2020) Hypercholesterolemia Is an Associated Factor for Risk of Differentiated Thyroid Cancer in Chinese Population. Front Oncol 10:508126

    Article  PubMed  Google Scholar 

  30. Lu J, Zhang Y, Sun M, Ding C, Zhang L, Kong Y, Cai M, Miccoli P, Ma C, Yue X (2021) Multi-Omics Analysis of Fatty Acid Metabolism in Thyroid Carcinoma. Front Oncol 11:737127

    Article  PubMed  PubMed Central  Google Scholar 

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Correspondence to Yong Jiang.

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Qi, GF., Feng, JW., Wu, WX. et al. Prediction model of lymph node metastasis posterior to the right recurrent laryngeal nerve. Eur Arch Otorhinolaryngol 280, 3429–3435 (2023). https://doi.org/10.1007/s00405-023-07946-6

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  • DOI: https://doi.org/10.1007/s00405-023-07946-6

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