1. Melmed S. Pituitary-tumor endocrinopathies. N Engl J Med. 2011;382(10):937 − 50. [2] Lloyd RV, Osamura RY, Klöppel G, Rosai J, editors. WHO Classification of Tumours of Endocrine Organs. 4th ed. Lyon: IARC; 2017. [3] Li C, Zhang Y. Interpretation of the 2017 WHO classification of pituitary tumors. Chin J Neurosurg. 2018;34(1):15. [4] Rindi G, Mete O, Uccella S, Basturk O, La Rosa S, Brosens LAA, et al. Overview of the 2022 WHO Classification of Neuroendocrine Neoplasms. Endocr Pathol. 2022;33(1):115–154. [5] Marques P, Korbonits M. Tumour microenvironment and pituitary tumour behaviour. J Endocrinol Invest. 2023;46(10):1975–1986. [6] Zhu L, Wang Z, Wang Z, Wang M, Han Z. Investigation on reference values of blood lymphocyte immunophenotypes in Chinese healthy adults. Chin J Med Lab Sci. 1998;21(4):222-5. [7] Vivier E, Artis D, Colonna M, Diefenbach A, Di Santo JP, Eberl G, et al. Innate lymphoid cells: 10 years on. Cell. 2018;174(5):1054–1066. [8] Binnewies M, Roberts EW, Kersten K, Chan V, Fearon DF, Merad M, et al. Understanding the tumor immune microenvironment (TIME) for effective therapy. Nat Med. 2018;24(5):541–550. [9] He W, Li M, Zhang J, Zhang Y, Wang Z, Wang Y, et al. Peripheral immune landscape of pituitary adenomas reflects tumor microenvironment and predicts responses to immune checkpoint blockade. J Immunother Cancer. 2023;11(6):e006456. [10] Caturegli P, Iwama S. Autoimmunity in pituitary pathogenesis. Nat Rev Endocrinol. 2023;19(6):320–321. [11] Neou M, Villa C, Armignacco R, Jouinot A, Raffin-Sanson ML, Septier A, et al. Multi-omics integration reveals the complex immune landscape of pituitary neuroendocrine tumors. Acta Neuropathol Commun. 2023;11(1):88. [12] Besedovsky HO, del Rey A. Immune-neuro-endocrine interactions: facts and hypotheses. Endocr Rev. 1996;17(1):64–102. [13] Muntasell A, Ochoa MC, Cordeiro L, Berraondo P, López-Díaz de Cerio A, Cabo M, et al. Targeting NK Cell Therapy in Cancer. Front Immunol. 2022;13:886741. [14] Marques P, Monteiro S, Barry S, Carlsen E, Collier D, Ronaldson A, et al. Tumor Microenvironment Heterogeneity in Pituitary Neuroendocrine Tumors. Neuroendocrinology. 2020;110(9–10):565–575. [15] Vitali E, Peverelli E, Giardino E, Locatelli M, Lasio GB, Beck-Peccoz P, et al. Immune landscape of pituitary neuroendocrine tumors reveals association between macrophages and gonadotroph tumor invasion. Eur J Endocrinol. 2022;186(5):593–603. [16] Neves S, Costa G, Rodrigues R, Azevedo F, Soares P. Tumor Microenvironment in Pituitary Neuroendocrine Tumors: From Pathophysiology to Prognostic and Therapeutic Implications. Endocr Pathol. 2023;34(1):32–44. [17] Cai F, Hong Y, Xu H, Zhang M, Zhao W, Wang S, et al. Systemic immune landscape of pituitary adenomas and single-cell analysis of circulating immune cells. Front Endocrinol (Lausanne). 2022;13:819354. [18] Han X, Zhang J, Wang Z, Liu Q, Li G, Wang H, et al. Single-cell RNA sequencing reveals the immunosuppressive landscape in invasive non-functioning pituitary adenomas. J Transl Med. 2023;21(1):512. [19] Mei Y, Bi W, Zhang Z, Wang Z, Liu X, Ding C, et al. Intratumoral and peripheral CD4 + CD25 + FOXP3 + regulatory T cells correlate with the invasiveness of pituitary neuroendocrine tumors. Front Oncol. 2023;13:1124567. [20] Ben-Shlomo A. Exploring the role of the tumor microenvironment in refractory pituitary tumor pathogenesis. Pituitary. 2023;26(3):279–287. [21] Dai C, Liang S, Sun B, Kang J. The Progress of Immunotherapy in Refractory Pituitary Adenomas and Pituitary Carcinomas. Front Endocrinol (Lausanne). 2020;11:608422. [22] Lopes-Pinto M, Lacerda-Nobre E, Silva AL, Marques P. Therapeutical Usefulness of PD-1/PD-L1 Inhibitors in Aggressive or Metastatic Pituitary Tumours. Cancers (Basel). 2024;16(17):3033. [23] Villa C, Baussart B, Assié G, Grasso LF, Jouinot A, Briet C, et al. Liquid biopsy in pituitary neuroendocrine tumors: current status and future perspectives. Neuroendocrinology. 2023;113(11):1089–1102. [24] Nie D, Fang Q, Li B, Liu X, Li Y, Cao Y, et al. Research advances on the immune research and prospect of immunotherapy in pituitary adenomas. World J Surg Oncol. 2021;19(1):171. [25] Liu W, Jiang J, Zhu M, Li Y, Wang Z. Distribution and clinical significance of peripheral blood lymphocyte subsets in patients with pituitary adenoma. Journal of Clinical Neurosurgery. 2018;15(4): 289–292. [26] Lin AL, Jiwani Z, Wang XF, Sloan L, Raza S, Wu CC, et al. Immunohistochemical Analysis of PD-L1 Expression in Pituitary Neuroendocrine Tumors and Its Correlation with Tumor Invasiveness. J Clin Endocrinol Metab. 2020;105(8):dgaa305. [27] Lin AL, Jiwani Z, Wang XF, Sloan L, Raza S, Wu CC, et al. Programmed Death Ligand 1 Expression in Pituitary Neuroendocrine Tumors. J Clin Endocrinol Metab. 2020;105(8):dgaa305. [28] Lin AL, Jiwani Z, Worsech J, Tabar V, Aghi MK, post KD, et al. Successful treatment of pituitary carcinoma with combined ipilimumab and nivolumab: a case report. J Immunother Cancer. 2021;9(5):e002126. [29] Mayorga A, Varshney M, Hinojosa-Amaya JM, Cuenca D, Cote DJ, Blevins LS, et al. Exploring the Genomic Landscape of Aggressive Pituitary Tumors for Targeted and Immunotherapy. Pituitary. 2024;27(2):135–147. [30] Zhou K, Chen Z, Zhang J, Wang R. Harnessing the immune system against pituitary neuroendocrine tumors: current insights and future directions. Biochim Biophys Acta Rev Cancer. 2024;1879(2):189069. [31] Dutta P, Limumpornpetch P, Adams C, Korbonits M. Novel therapeutic targets and personalized medicine in pituitary tumors. Curr Opin Endocrinol Diabetes Obes. 2023;30(4):183–191. [32] McCormack A, Dekkers OM, Petersenn S, Popovic V, Trouillas J, Raverot G, et al. European Society of Endocrinology clinical practice guidelines on the management of aggressive pituitary tumors. Eur J Endocrinol. 2022;187(1):G1-G33. [33] Asa SL, Mete O, Perry A, Osamura RY. Overview of the 2022 WHO Classification of Pituitary Tumors. Endocr Pathol. 2022;33(1):6–26.