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Prognostic models for estimating survival of salivary duct carcinoma: a population-based study

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Abstract

Purpose

In a large salivary duct carcinoma (SDC) cohort, we aimed to investigate the clinical factors influencing their survival outcomes and to further establish prognostic models.

Methods

Data of patients with SDC were extracted from the Surveillance, Epidemiology, and End Results database (1975–2019). A retrospective analysis was conducted to explore the prognostic factors on overall survival (OS) and disease-specific survival (DSS), and corresponding nomograms were established.

Results

A steady upward trend in the incidence of SDC was observed over the past four decades. Totally, 399 patients (280 in the training set and 199 in the testing set) were enrolled. Advanced T stage, lymph node metastasis, distant metastasis, and surgery were associated with favorable OS and DSS. Besides, age > 80 years exhibited worse OS. The selected variables above were used to construct nomograms and online web calculators that could accurately predict patient survival. In addition, risk stratification systems were generated to identify low- and high-risk patients. As the risk level increased, the risk of both patient mortality and disease-specific mortality increased.

Conclusions

The SDC incidence was low, but steadily increasing. The proposed prognostic models provided a robust and efficient approach to predict survival and risk stratification in SDC patients.

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Not available.

Abbreviations

AUC:

Area under the curve

C-index:

Concordance index

DCA:

Decision curve analysis

DMFS:

Distant metastasis-free survival

LNR:

Lymph node ratio

ROC:

Receiver operating characteristic

SDC:

Salivary duct carcinoma

SGCs:

Salivary gland cancers

SEER:

Surveillance, Epidemiology, and End Results

OS:

Overall survival

DSS:

Disease-specific survival

HR:

Risk ratio

CI:

Confidence interval

References

  1. Gatta G, Guzzo M, Locati LD, McGurk M, Prott FJ (2020) Major and minor salivary gland tumours. Crit Rev Oncol Hematol 152:102959. https://doi.org/10.1016/j.critrevonc.2020.102959

    Article  PubMed  Google Scholar 

  2. Al-Qahtani KH, Tunio MA, Bayoumi Y, Gurusamy VM, Bahamdain FA, Fatani H (2016) Clinicopathological features and treatment outcomes of the rare, salivary duct carcinoma of parotid gland. J Otolaryngol Head Neck Surg 45(1):32. https://doi.org/10.1186/s40463-016-0146-2

    Article  PubMed  PubMed Central  Google Scholar 

  3. Jaehne M, Roeser K, Jaekel T, Schepers JD, Albert N, Löning T (2005) Clinical and immunohistologic typing of salivary duct carcinoma: a report of 50 cases. Cancer 103(12):2526–2533. https://doi.org/10.1002/cncr.21116

    Article  PubMed  Google Scholar 

  4. Simpson RH (2013) Salivary duct carcinoma: new developments—morphological variants including pure in situ high grade lesions; proposed molecular classification. Head Neck Pathol 7(Suppl 1):S48-58. https://doi.org/10.1007/s12105-013-0456-x

    Article  PubMed  Google Scholar 

  5. Luk PP, Weston JD, Yu B, Selinger CI, Ekmejian R, Eviston TJ, Lum T, Gao K, Boyer M, O’Toole SA, Clark JR, Gupta R (2016) Salivary duct carcinoma: Clinicopathologic features, morphologic spectrum, and somatic mutations. Head Neck 38(Suppl 1):E1838–E1847. https://doi.org/10.1002/hed.24332

    Article  PubMed  Google Scholar 

  6. Stodulski D, Mikaszewski B, Majewska H, Kuczkowski J (2019) Parotid salivary duct carcinoma: a single institution’s 20-year experience. Eur Arch Otorhinolaryngol 276(7):2031–2038. https://doi.org/10.1007/s00405-019-05454-0

    Article  PubMed  PubMed Central  Google Scholar 

  7. Roh JL, Lee JI, Choi SH, Nam SY, Kim SO, Cho KJ, Kim SB, Kim SY (2014) Prognostic factors and oncologic outcomes of 56 salivary duct carcinoma patients in a single institution: high rate of systemic failure warrants targeted therapy. Oral Oncol 50(11):e64–e66. https://doi.org/10.1016/j.oraloncology.2014.08.010

    Article  PubMed  Google Scholar 

  8. Guzzo M, Di Palma S, Grandi C, Molinari R (1997) Salivary duct carcinoma: clinical characteristics and treatment strategies. Head Neck 19(2):126–133. https://doi.org/10.1002/(sici)1097-0347(199703)19:2%3c126::aid-hed7%3e3.0.co;2-6

    Article  CAS  PubMed  Google Scholar 

  9. Balachandran VP, Gonen M, Smith JJ, DeMatteo RP (2015) Nomograms in oncology: more than meets the eye. Lancet Oncol 16(4):e173–e180. https://doi.org/10.1016/s1470-2045(14)71116-7

    Article  PubMed  PubMed Central  Google Scholar 

  10. Johnston ML, Huang SH, Waldron JN, Atenafu EG, Chan K, Cummings BJ, Gilbert RW, Goldstein D, Gullane PJ, Irish JC, Perez-Ordonez B, Weinreb I, Bayley A, Cho J, Dawson LA, Hope A, Ringash J, Witterick IJ, O’Sullivan B, Kim J (2016) Salivary duct carcinoma: treatment, outcomes, and patterns of failure. Head Neck 38(Suppl 1):E820–E826. https://doi.org/10.1002/hed.24107

    Article  PubMed  Google Scholar 

  11. Gargano SM, Senarathne W, Feldman R, Florento E, Stafford P, Swensen J, Vranic S, Gatalica Z (2019) Novel therapeutic targets in salivary duct carcinoma uncovered by comprehensive molecular profiling. Cancer Med 8(17):7322–7329. https://doi.org/10.1002/cam4.2602

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Wee DT, Thomas AA, Bradley PJ (2012) Salivary duct carcinoma: what is already known, and can we improve survival? J Laryngol Otol 126(Suppl 2):S2-7. https://doi.org/10.1017/s0022215112000412

    Article  PubMed  Google Scholar 

  13. Gal R, Strauss M, Zohar Y, Kessler E (1985) Salivary duct carcinoma of the parotid gland. Cytologic and histopathologic study. Acta Cytol 29(3):454–456

    CAS  PubMed  Google Scholar 

  14. Williams L, Thompson LD, Seethala RR, Weinreb I, Assaad AM, Tuluc M, Ud Din N, Purgina B, Lai C, Griffith CC, Chiosea SI (2015) Salivary duct carcinoma: the predominance of apocrine morphology, prevalence of histologic variants, and androgen receptor expression. Am J Surg Pathol 39(5):705–713. https://doi.org/10.1097/pas.0000000000000413

    Article  PubMed  Google Scholar 

  15. Hanna DC (1988) Salivary duct carcinoma—a clinicopathologic study of 12 cases. Head Neck Surg 10(3):204–205

    CAS  PubMed  Google Scholar 

  16. Walvekar RR, Filho PAA, Seethala RR, Gooding WE, Heron DE, Johnson JT, Ferris RL (2011) Clinicopathologic features as stronger prognostic factors than histology or grade in risk stratification of primary parotid malignancies. Head Neck 33(2):225–231. https://doi.org/10.1002/hed.21433

    Article  PubMed  PubMed Central  Google Scholar 

  17. Han MW, Roh JL, Choi SH, Nam SY, Lee HJ, Cho KJ, Lee SW, Kim SY (2015) Prognostic factors and outcome analysis of salivary duct carcinoma. Auris Nasus Larynx 42(6):472–477. https://doi.org/10.1016/j.anl.2015.04.005

    Article  PubMed  Google Scholar 

  18. Ran J, Zou H, Li X, Guo F, Xu W, Han W (2020) A population-based competing risk survival analysis of patients with salivary duct carcinoma. Ann Transl Med 8(21):1355. https://doi.org/10.21037/atm-20-1849

    Article  PubMed  PubMed Central  Google Scholar 

  19. Jayaprakash V, Merzianu M, Warren GW, Arshad H, Hicks WL Jr, Rigual NR, Sullivan MA, Seshadri M, Marshall JR, Cohan DM, Zhao Y, Singh AK (2014) Survival rates and prognostic factors for infiltrating salivary duct carcinoma: analysis of 228 cases from the Surveillance, Epidemiology, and End Results database. Head Neck 36(5):694–701. https://doi.org/10.1002/hed.23350

    Article  PubMed  Google Scholar 

  20. Osborn V, Givi B, Lee A, Sheth N, Roden D, Schwartz D, Schreiber D (2017) Characterization, treatment and outcomes of salivary ductal carcinoma using the National Cancer Database. Oral Oncol 71:41–46. https://doi.org/10.1016/j.oraloncology.2017.05.005

    Article  PubMed  Google Scholar 

  21. Kusafuka K, Sato Y, Nakatani E, Baba S, Maeda M, Yamanegi K, Ueda K, Inagaki H, Otsuki Y, Kuroda N, Suzuki K, Iwai H, Imamura Y, Itakura J, Yamanaka S, Takahashi H, Ito I, Akashi T, Daa T, Hamada M, Yasuda M, Kawata R, Yamamoto H, Tachibana Y, Fukuoka J, Muramatsu A, Arai K, Suzuki M (2022) The implicated clinical factors for outcomes in 304 patients with salivary duct carcinoma: multi-institutional retrospective analysis in Japan. Head Neck 44(6):1430–1441. https://doi.org/10.1002/hed.27034

    Article  PubMed  PubMed Central  Google Scholar 

  22. Schmitt NC, Kang H, Sharma A (2017) Salivary duct carcinoma: an aggressive salivary gland malignancy with opportunities for targeted therapy. Oral Oncol 74:40–48. https://doi.org/10.1016/j.oraloncology.2017.09.008

    Article  PubMed  PubMed Central  Google Scholar 

  23. Gilbert MR, Sharma A, Schmitt NC, Johnson JT, Ferris RL, Duvvuri U, Kim S (2016) A 20-year review of 75 cases of salivary duct carcinoma. JAMA Otolaryngol Head Neck Surg 142(5):489–495. https://doi.org/10.1001/jamaoto.2015.3930

    Article  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

The authors acknowledge the efforts of the SEER Program tumor registries in the creation of the SEER database and thank all the patients analyzed in this study.

Funding

None to declare.

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Authors

Contributions

DZ and LL conceived and designed the study. DZ analyzed data and wrote the paper, and LL make suggestion and revised the paper. All authors have read and agreed to the published version of the manuscript.

Corresponding author

Correspondence to Lixi Li.

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Zhang, D., Li, L. Prognostic models for estimating survival of salivary duct carcinoma: a population-based study. Eur Arch Otorhinolaryngol 280, 1939–1954 (2023). https://doi.org/10.1007/s00405-022-07755-3

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