Skip to main content
Log in

A nomogram for predicting occult lymph node metastasis in early hypopharyngeal cancer with cN0

  • Head and Neck
  • Published:
European Archives of Oto-Rhino-Laryngology Aims and scope Submit manuscript

A Letter to the Editor to this article was published on 30 March 2021

Abstract

Purpose

To explore the risk factors of cervical occult lymph node metastasis (OLNM) in early cN0 hypopharyngeal squamous cell carcinoma (HPSCC), and construct a nomogram model to predict the risk of OLNM in patients with early cN0 HPSCC.

Methods

78 cases of early (T1–T2) HPSCC patients who underwent hypopharyngectomy were retrospectively analyzed. Univariate and multivariate logistic regression analyses were used to determine independent risk factors and a nomogram was constructed according to the results of the multivariate logistic regression analysis. Model performance was assessed by constructing a receiver operating characteristic (ROC) curve, and discriminatory capacity assessed using the area under the curve (AUC). Calibration was completed using a plotted calibration curve accompanied by the Hosmer–Lemeshow test.

Results

Multivariate logistic regression analysis revealed that age (OR 0.928, 95% CI 0.863–0.997), history of drinking (OR 6.668, 95% CI 1.724–25.788), histological differentiation of tumor (OR 7.269, 95% CI 1.000–52.820), depth of invasion (OR 5.046, 95% CI 1.281–19.874) were independent risk factors of OLNM in early cN0 HPSCC. The ROC curve had an AUC of 0.811 (95% CI 0.713–0.909), which implies good discriminate capacity. The calibration curve and the Hosmer–Lemeshow test (P = 0.972) demonstrated good model fitted and high calibration.

Conclusion

A nomogram model based on age, drinking history, histological differentiation of tumor, and depth of tumor invasion was successfully developed to predict occult cervical lymph node metastasis in patients with early cN0 hypopharyngeal cancer.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  1. Hoffman HT, Karnell LH, Shah JP, Ariyan S, Brown S, Fee WE, Glass AG, Goepfert H, Ossoff RH, Fremgen AM (1997) Hypopharyngeal cancer patient care evaluation. Laryngoscope 107(8):1005–1017. https://doi.org/10.1097/00005537-199708000-00001

    Article  CAS  PubMed  Google Scholar 

  2. Newman JR, Connolly TM, Illing EA, Kilgore ML, Locher JL, Carroll WR (2015) Survival trends in hypopharyngeal cancer: a population-based review. Laryngoscope 125(3):624–629. https://doi.org/10.1002/lary.24915

    Article  PubMed  Google Scholar 

  3. Ho CM, Lam KH, Wei WI, Yuen PW, Lam LK (1993) Squamous-cell carcinoma of the hypopharynx - analysis of treatment results. Head Neck 15(5):405–412. https://doi.org/10.1002/hed.2880150507

    Article  CAS  PubMed  Google Scholar 

  4. Wang GZ, Li XG, Li L, Liu DY, Sun RJ, Zhang Q, Geng CC, Gong HT, Gao XQ (2019) Clinical value of ultrasonic imaging in diagnosis of hypopharyngeal cancer with cervical lymph node metastasis. Oncol Lett 18(6):5917–5922. https://doi.org/10.3892/ol.2019.10939

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. Curtin HD, Ishwaran H, Mancuso AA, Dalley RW, Caudry DJ, McNeil BJ (1998) Comparison of CT and MR imaging in staging of neck metastases. Radiology 207(1):123–130. https://doi.org/10.1148/radiology.207.1.9530307

    Article  CAS  PubMed  Google Scholar 

  6. King AD, Tse GMK, Yuen EHY, To EWH, Vlantis AC, Zee B, Chan ABW, van Hasselt AC, Ahuja AT (2004) Comparison of CT and MR imaging for the detection of extranodal neoplastic spread in metastatic neck nodes. Eur J Radiol 52(3):264–270. https://doi.org/10.1016/j.ejrad.2004.03.004

    Article  PubMed  Google Scholar 

  7. Atula TS, Grenman R, Varpula MJ, Kurki TJI, Klemi PJ (1996) Palpation, ultrasound, and ultrasound-guided fine-needle aspiration cytology in the assessment of cervical lymph node status in head and neck cancer patients. Head Neck 18(6):545–551. https://doi.org/10.1002/(sici)1097-0347(199611/12)18:6%3c545::Aid-hed9%3e3.0.Co;2-2

    Article  CAS  PubMed  Google Scholar 

  8. Anzai Y, Brunberg JA, Lufkin RB (1997) Imaging of nodal metastases in the head and neck. J Magn Reson Imaging 7(5):774–783. https://doi.org/10.1002/jmri.1880070503

    Article  CAS  PubMed  Google Scholar 

  9. Ferlito A, Shaha AR, Buckley JG, Rinaldo A (2001) Selective neck dissection for hypopharyngeal cancer in the clinically negative neck: should it be bilateral? Acta Otolaryngol 121(3):329–335. https://doi.org/10.1080/000164801300102671

    Article  CAS  PubMed  Google Scholar 

  10. Santoro R, Franchi A, Gallo O, Burali G, de’ Campora E, (2008) Nodal metastases at level iib during neck dissection for head and neck cancer: clinical and pathologic evaluation. Head Neck 30(11):1483–1487. https://doi.org/10.1002/hed.20907

    Article  PubMed  Google Scholar 

  11. Buckley JG, MacLennan K (2000) Cervical node metastases in laryngeal and hypopharyngeal cancer: a prospective analysis of prevalence and distribution. Head Neck 22(4):380–385. https://doi.org/10.1002/1097-0347(200007)22:4%3c380::Aid-hed11%3e3.0.Co;2-e

    Article  CAS  PubMed  Google Scholar 

  12. Balachandran VP, Gonen M, Smith JJ, DeMatteo RP (2015) Nomograms in oncology: more than meets the eye. Lancet Oncology 16(4):E173–E180. https://doi.org/10.1016/s1470-2045(14)71116-7

    Article  PubMed  Google Scholar 

  13. Jiang Q, Tang A, Long S, Qi Q, Song C, Xin Y, Zhang C, Cao Z, Zhang J (2019) Development and validation of a nomogram to predict the risk of occult cervical lymph node metastases in cN0 squamous cell carcinoma of the tongue. Br J Oral Maxillofac Surg 57(10):1092–1097. https://doi.org/10.1016/j.bjoms.2019.09.024

    Article  CAS  PubMed  Google Scholar 

  14. Thompson AM, Turner RM, Hayen A, Aniss A, Jalaty S, Learoyd DL, Sidhu S, Delbridge L, Yeh MW, Clifton-Bligh R, Sywak M (2014) A preoperative nomogram for the prediction of ipsilateral central compartment lymph node metastases in papillary thyroid cancer. Thyroid 24(4):675–682. https://doi.org/10.1089/thy.2013.0224

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Liu CX, Xiao C, Chen JJ, Li XY, Feng ZJ, Gao QY, Liu Z (2019) Risk factor analysis for predicting cervical lymph node metastasis in papillary thyroid carcinoma: a study of 966 patients. BMC Cancer 19:10. https://doi.org/10.1186/s12885-019-5835-6

    Article  CAS  Google Scholar 

  16. Tomifuji M, Imanishi Y, Araki K, Yamashita T, Yamamoto S, Kameyama K, Shiotani A (2011) Tumor depth as a predictor of lymph node metastasis of supraglottic and hypopharyngeal cancers. Ann Surg Oncol 18(2):490–496. https://doi.org/10.1245/s10434-010-1219-5

    Article  PubMed  Google Scholar 

  17. Klijanienko J, Elnaggar AK, Debraud F, Rodriguezperalto JL, Rodriguez R, Itzhaki M, Russo A, Janot F, Luboinski B, Cvitkovic E (1995) Tumor vascularization, mitotic index, histopathologic grade, and dna-ploidy in the assessment of 114 head and neck squamous-cell carcinomas. Cancer 75(7):1649–1656. https://doi.org/10.1002/1097-0142(19950401)75:7%3c1649::Aid-cncr2820750715%3e3.0.Co;2-e

    Article  CAS  PubMed  Google Scholar 

  18. Xie X, Yin JH, Zhou ZJ, Dang CX, Zhang H, Zhang Y (2019) Young age increases the risk for lymph node metastasis in patients with early colon cancer. BMC Cancer 19(1):9. https://doi.org/10.1186/s12885-019-5995-4

    Article  CAS  Google Scholar 

  19. Smiraglia DJ, Smith LT, Lang JC, Rush LJ, Dai Z, Schuller DE, Plass C (2003) Differential targets of CpG island hypermethylation in primary and metastatic head and neck squamous cell carcinoma (HNSCC). J Med Genet 40(1):25–33. https://doi.org/10.1136/jmg.40.1.25

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. Toyota M, Issa JPJ (1999) CpG island methylator phenotypes in aging and cancer. Semin Cancer Biol 9(5):349–357. https://doi.org/10.1006/scbi.1999.0135

    Article  CAS  PubMed  Google Scholar 

  21. Scoccianti C, Cecchini M, Anderson AS, Berrino F, Boutron-Ruault MC, Espina C, Key TJ, Leitzmann M, Norat T, Powers H, Wiseman M, Romieu I (2016) european code against cancer 4th edition: alcohol drinking and cancer. Cancer Epidemiol 45:181–188. https://doi.org/10.1016/j.canep.2016.09.011

    Article  PubMed  Google Scholar 

  22. Kawasaki Y, Omori Y, Saito H, Suzuki S, Matsuhashi T, Yamada T (2018) An investigation on endoscopic laryngopharyngeal surgery and related outcomes. Videosurg Miniinvasive Tec 13(3):394–400. https://doi.org/10.5114/wiitm.2018.76956

    Article  Google Scholar 

  23. Jang JY, Kim MJ, Ryu G, Choi N, Ko YH, Jeong HS (2016) Prediction of lymph node metastasis by tumor dimension versus tumor biological properties in head and neck squamous cell carcinomas. Cancer Res Treat 48(1):54–62. https://doi.org/10.4143/crt.2014.332

    Article  CAS  PubMed  Google Scholar 

  24. Coskun HH, Medina JE, Robbins KT, Silver CE, Strojan P, Teymoortash A, Pellitteri PK, Rodrigo JP, Stoeckli SJ, Shaha AR, Suarez C, Hartl DM, de Bree R, Takes RP, Hamoir M, Pitman KT, Rinaldo A, Ferlito A (2015) Current philosophy in the surgical management of neck metastases for head and neck squamous cell carcinoma. Head Neck 37(6):915–926. https://doi.org/10.1002/hed.23689

    Article  PubMed  Google Scholar 

  25. Wang CC, Liu SA, Wu SH, Wang CP, Liang KL, Jiang RS, Lin JC (2016) Transoral robotic surgery for early T classification hypopharyngeal cancer. Head Neck 38(6):857–862. https://doi.org/10.1002/hed.24160

    Article  PubMed  Google Scholar 

  26. Taniguchi M, Watanabe A, Tsujie H, Tomiyama T, Fujita M, Hosokawa M, Sasaki S (2011) Predictors of cervical lymph node involvement in patients with pharyngeal carcinoma undergoing endoscopic mucosal resection. Auris Nasus Larynx 38(6):710–717. https://doi.org/10.1016/j.anl.2011.01.001

    Article  PubMed  Google Scholar 

Download references

Acknowledgements

This study was supported by the National Natural Science Foundation of China (No. 81502343 and 81972529), the Science and Technology Commission of Shanghai Municipality (Grant Nos. 19411961300)

Funding

This study was supported by the National Natural Science Foundation of China (No. 81502343 and 81972529), the Science and Technology Commission of Shanghai Municipality (Grant Nos. 19411961300).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Liang Zhou.

Ethics declarations

Conflict of interest

The authors report no conflicts of interest.

Ethics approval

Ethical approval was obtained from the Ethical Committees of the Eye and ENT hospital.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yuan, X., Hsueh, CY., Zhang, M. et al. A nomogram for predicting occult lymph node metastasis in early hypopharyngeal cancer with cN0. Eur Arch Otorhinolaryngol 278, 3515–3522 (2021). https://doi.org/10.1007/s00405-021-06648-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00405-021-06648-1

Keywords

Navigation