Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2022 Aug 31:13:995630.
doi: 10.3389/fendo.2022.995630. eCollection 2022.

Blood immune indexes can predict lateral lymph node metastasis of thyroid papillary carcinoma

Affiliations

Blood immune indexes can predict lateral lymph node metastasis of thyroid papillary carcinoma

Lingqian Zhao et al. Front Endocrinol (Lausanne). .

Abstract

Objective: To explore the clinical significance of blood immune indexes in predicting lateral lymph node metastasis (LLNM) of thyroid papillary carcinoma (PTC).

Methods: The pathological data and preoperative blood samples of 713 patients that underwent thyroid surgery at affiliated Hangzhou First People's Hospital Zhejiang University School of Medicine from January 2013 to June 2021 were collected as the model group. The pathological data and preoperative blood samples of 177 patients that underwent thyroid surgery in the same hospital from July 2021 to October 2021 were collected as the external validation group. Univariate and multivariate logistic regression analyses were used to determine the independent risk factors of LLNM in PTC patients. A predictive model for assessing LLNM in PTC patients was established and externally validated using the external data.

Results: According to univariate and multivariate logistic regression analyses, tumor diameter (P < 0.001, odds ratios (OR): 1.205, 95% confidence interval (CI): 1.162-1.249) and the preoperative systemic immune-inflammation index (SII) (P = 0.032, OR: 1.001, 95% CI: 1.000-1.002) were independent risk factors for distinguishing LLNM in PTC patients. When the Youden index was the highest, the area under the curve (AUC) was 0.860 (P < 0.001, 95% CI: 0.821-0.898). The externally validated AUC was 0.827 (P < 0.001, 95% CI: 0.724-0.929), the specificity was 86.4%, and the sensitivity was 69.6%. The calibration curve and the decision curve indicated that the model had good diagnostic value.

Conclusion: Blood immune indexes can reflect the occurrence of LLNM and the biological behavior of PTC. The predictive model established in combination with SII and tumor diameter can effectively predict the occurrence of LLNM in PTC patients.

Keywords: lateral cervical lymph node; lymph node metastasis; nomogram; papillary thyroid carcinoma; systemic immune-inflammation index.

PubMed Disclaimer

Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Figures

Figure 1
Figure 1
Clinical predictive model of lateral lymph node metastasis in papillary thyroid carcinoma patients.
Figure 2
Figure 2
Model group receiver operator characteristic curve.
Figure 3
Figure 3
Calibration curve.
Figure 4
Figure 4
Decision curve analysis.
Figure 5
Figure 5
Youden curve and cut-off point.
Figure 6
Figure 6
Validation group receiver operator characteristic curve.

Similar articles

Cited by

References

    1. Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin (2018) 68(6):394–424. doi: 10.3322/caac.21492 - DOI - PubMed
    1. Huang Y, Yin Y, Zhou W. Risk factors for central and lateral lymph node metastases in patients with papillary thyroid micro-carcinoma: Retrospective analysis on 484 cases. Front Endocrinol (Lausanne) (2021) 12:640565. doi: 10.3389/fendo.2021.640565 - DOI - PMC - PubMed
    1. Luo Y, Zhao Y, Chen K, Shen J, Shi J, Lu S, et al. . Clinical analysis of cervical lymph node metastasis risk factors in patients with papillary thyroid microcarcinoma. J Endocrinol Invest (2019) 42(2):227–36. doi: 10.1007/s40618-018-0908-y - DOI - PMC - PubMed
    1. Pu W, Shi X, Yu P, Zhang M, Liu Z, Tan L, et al. . Single-cell transcriptomic analysis of the tumor ecosystems underlying initiation and progression of papillary thyroid carcinoma. Nat Commun (2021) 12(1):6058. doi: 10.1038/s41467-021-26343-3 - DOI - PMC - PubMed
    1. Ceylan Y, Kumanlioglu K, Oral A, Ertan Y, Ozcan Z. The correlation of clinicopathological findings and neutrophil-to-Lymphocyte and platelet-to-Lymphocyte ratios in papillary thyroid carcinoma. Mol Imaging Radionucl Ther (2019) 28(1):15–20. doi: 10.4274/mirt.galenos.2018.60490 - DOI - PMC - PubMed

Publication types

MeSH terms