1. Haugen BR, Alexander EK, Bible KC, Doherty GM, Mandel SJ, Nikiforov YE, 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; 26:1–133.
Article
2. Yi KH. The revised 2016 Korean Thyroid Association guidelines for thyroid nodules and cancers: differences from the 2015 American Thyroid Association guidelines. Endocrinol Metab (Seoul). 2016; 31:373–8.
Article
3. Filetti S, Durante C, Hartl D, Leboulleux S, Locati LD, Newbold K, et al. Thyroid cancer: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2019; 30:1856–83.
Article
4. Sugitani I, Ito Y, Takeuchi D, Nakayama H, Masaki C, Shindo H, et al. Indications and strategy for active surveillance of adult low-risk papillary thyroid microcarcinoma: consensus statements from the Japan Association of Endocrine Surgery Task Force on management for papillary thyroid microcarcinoma. Thyroid. 2021; 31:183–92.
Article
5. Haddad RI, Bischoff L, Ball D, Bernet V, Blomain E, Busaidy NL, et al. Thyroid carcinoma, version 2.2022, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Canc Netw. 2022; 20:925–51.
6. Wada N, Duh QY, Sugino K, Iwasaki H, Kameyama K, Mimura T, et al. Lymph node metastasis from 259 papillary thyroid microcarcinomas: frequency, pattern of occurrence and recurrence, and optimal strategy for neck dissection. Ann Surg. 2003; 237:399–407.
7. Kim YS. Patterns and predictive factors of lateral lymph node metastasis in papillary thyroid microcarcinoma. Otolaryngol Head Neck Surg. 2012; 147:15–9.
Article
8. Kwak JY, Kim EK, Kim MJ, Son EJ, Chung WY, Park CS, et al. Papillary microcarcinoma of the thyroid: predicting factors of lateral neck node metastasis. Ann Surg Oncol. 2009; 16:1348–55.
Article
9. Jeon MJ, Kim WG, Choi YM, Kwon H, Lee YM, Sung TY, et al. Features predictive of distant metastasis in papillary thyroid microcarcinomas. Thyroid. 2016; 26:161–8.
Article
10. Jeon MJ, Chung MS, Kwon H, Kim M, Park S, Baek JH, et al. Features of papillary thyroid microcarcinoma associated with lateral cervical lymph node metastasis. Clin Endocrinol (Oxf). 2017; 86:845–51.
Article
11. Ghossein R, Ganly I, Biagini A, Robenshtok E, Rivera M, Tuttle RM. Prognostic factors in papillary microcarcinoma with emphasis on histologic subtyping: a clinicopathologic study of 148 cases. Thyroid. 2014; 24:245–53.
Article
12. Kim K, Zheng X, Kim JK, Lee CR, Kang SW, Lee J, et al. The contributing factors for lateral neck lymph node metastasis in papillary thyroid microcarcinoma (PTMC). Endocrine. 2020; 69:149–56.
Article
13. Cancer Genome Atlas Research Network. Integrated genomic characterization of papillary thyroid carcinoma. Cell. 2014; 159:676–90.
14. Cerami E, Gao J, Dogrusoz U, Gross BE, Sumer SO, Aksoy BA, et al. The cBio cancer genomics portal: an open platform for exploring multidimensional cancer genomics data. Cancer Discov. 2012; 2:401–4.
Article
15. Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014; 15:550.
Article
16. Huang da W, Sherman BT, Lempicki RA. Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat Protoc. 2009; 4:44–57.
Article
17. Newman AM, Steen CB, Liu CL, Gentles AJ, Chaudhuri AA, Scherer F, et al. Determining cell type abundance and expression from bulk tissues with digital cytometry. Nat Biotechnol. 2019; 37:773–82.
Article
18. Newman AM, Liu CL, Green MR, Gentles AJ, Feng W, Xu Y, et al. Robust enumeration of cell subsets from tissue expression profiles. Nat Methods. 2015; 12:453–7.
Article
19. Cheng S, Li Z, Gao R, Xing B, Gao Y, Yang Y, et al. A pancancer single-cell transcriptional atlas of tumor infiltrating myeloid cells. Cell. 2021; 184:792–809.
Article
20. Hanzelmann S, Castelo R, Guinney J. GSVA: gene set variation analysis for microarray and RNA-seq data. BMC Bioinformatics. 2013; 14:7.
Article
21. Jung KY, Cho SW, Kim YA, Kim D, Oh BC, Park DJ, et al. Cancers with higher density of tumor-associated macrophages were associated with poor survival rates. J Pathol Transl Med. 2015; 49:318–24.
Article
22. Ruan J, Chen Z, Chen S, Xu Z, Wen L, Mao Z, et al. Lateral lymph node metastasis in papillary thyroid microcarcinoma: a study of 5241 follow-up patients. Endocrine. 2024; 83:414–21.
Article
23. Lin DZ, Qu N, Shi RL, Lu ZW, Ji QH, Wu WL. Risk prediction and clinical model building for lymph node metastasis in papillary thyroid microcarcinoma. Onco Targets Ther. 2016; 9:5307–16.
24. Liu Z, Lei J, Liu Y, Fan Y, Wang X, Lu X. Preoperative predictors of lateral neck lymph node metastasis in papillary thyroid microcarcinoma. Medicine (Baltimore). 2017; 96:e6240.
Article
25. Attia AS, Hussein M, Issa PP, Elnahla A, Farhoud A, Magazine BM, et al. Association of BRAFV600E mutation with the aggressive behavior of papillary thyroid microcarcinoma: a meta-analysis of 33 studies. Int J Mol Sci. 2022; 23:15626.
Article
26. Perera D, Ghossein R, Camacho N, Senbabaoglu Y, Seshan V, Li J, et al. Genomic and transcriptomic characterization of papillary microcarcinomas with lateral neck lymph node metastases. J Clin Endocrinol Metab. 2019; 104:4889–99.
Article
27. Jeon MJ, Chun SM, Lee JY, Choi KW, Kim D, Kim TY, et al. Mutational profile of papillary thyroid microcarcinoma with extensive lymph node metastasis. Endocrine. 2019; 64:130–8.
Article
28. Song YS, Kang BH, Lee S, Yoo SK, Choi YS, Park J, et al. Genomic and transcriptomic characteristics according to size of papillary thyroid microcarcinoma. Cancers (Basel). 2020; 12:1345.
Article
29. Huynh KT, Hoon DS. Epigenetics of regional lymph node metastasis in solid tumors. Clin Exp Metastasis. 2012; 29:747–56.
Article
30. Lin RX, Yang SL, Jia Y, Wu JC, Xu Z, Zhang H. Epigenetic regulation of papillary thyroid carcinoma by long non-coding RNAs. Semin Cancer Biol. 2022; 83:253–60.
Article
31. Zhao F, Zhu S, Fang J, Dong H, Zhu C. Correlation of DNA methylation and lymph node metastasis in papillary thyroid carcinoma. Head Neck. 2023; 45:1654–62.
32. Kim S, Cho SW, Min HS, Kim KM, Yeom GJ, Kim EY, et al. The expression of tumor-associated macrophages in papillary thyroid carcinoma. Endocrinol Metab (Seoul). 2013; 28:192–8.
Article
33. Qing W, Fang WY, Ye L, Shen LY, Zhang XF, Fei XC, et al. Density of tumor-associated macrophages correlates with lymph node metastasis in papillary thyroid carcinoma. Thyroid. 2012; 22:905–10.
Article
34. 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; 12:6058.
Article
35. Lu L, Wang JR, Henderson YC, Bai S, Yang J, Hu M, et al. Anaplastic transformation in thyroid cancer revealed by single-cell transcriptomics. J Clin Invest. 2023; 133:e169653.
Article
36. Kabasawa T, Ohe R, Aung NY, Urano Y, Kitaoka T, Tamazawa N, et al. Potential role of M2 TAMs around lymphatic vessels during lymphatic invasion in papillary thyroid carcinoma. Sci Rep. 2021; 11:1150.
Article
37. Skaugen JM, Taneja C, Liu JB, Wald AI, Nikitski AV, Chiosea SI, et al. Performance of a multigene genomic classifier in thyroid nodules with suspicious for malignancy cytology. Thyroid. 2022; 32:1500–8.
Article
38. Liu JB, Ramonell KM, Carty SE, McCoy KL, Schaitkin BM, Karslioglu-French E, et al. Association of comprehensive thyroid cancer molecular profiling with tumor phenotype and cancer-specific outcomes. Surgery. 2023; 173:252–9.
Article
39. Liu JB, Baugh KA, Ramonell KM, McCoy KL, KarsliogluFrench E, Morariu EM, et al. Molecular testing predicts incomplete response to initial therapy in differentiated thyroid carcinoma without lateral neck or distant metastasis at presentation: retrospective cohort study. Thyroid. 2023; 33:705–14.
Article