Epidemiology, Predictors, and Impact of Endocrine Immune-Related Adverse Events on Outcomes in Patients with Malignant Tumors
https://doi.org/10.18027/2224-5057-2025-060
Abstract
Immune checkpoint inhibitors (ICIs) are widely used in the treatment of malignant tumors, either as monotherapy or in combination with chemotherapy or tyrosine kinase inhibitors (TKIs). Endocrine immune-related adverse events (e-irAEs) are a promising marker of ICI efficacy and patient survival due to their high frequency, early onset, and clear diagnostic criteria.
Objective: To conduct an epidemiological analysis of the development of e-irAEs, identify their predictors, and evaluate their impact on cancer outcomes.
Materials and methods: This retrospective cohort study included adult patients with solid malignant tumors who received their first administration of ICIs (as monotherapy or in combination with chemotherapy or TKIs) at the SBIH Moscow Clinical Scientific and Practical Center named after A. S. Loginov of DHM from June 1, 2016, to December 31, 2022. Overall survival (OS) was followed up until February 1, 2024. Results were considered statistically significant at p < 0.05.
Results: The study included 214 participants with a mean age of 62.6 years (range: 32–91). e-irAEs were reported in 45.3 % of participants, with 6.5 % experiencing two types of e-irAEs. The most common events were primary hypothyroidism (25.7 %), thyrotoxicosis (7.9 %), thyroiditis (7.5 %), secondary adrenal insufficiency (7.5 %), and ICI-induced diabetes mellitus (1.4 %); one patient developed secondary hypothyroidism. 64.2 % of e-irAEs occurred within the first 26 weeks of ICI therapy.
The development of e-irAEs correlated with better 1-year OS (11.52 vs. 10.85 months, log-rank p = 0.027), especially among patients with thyroid-related complications (11.6 vs. 10.82 months, log-rank p = 0.009).
In the subgroup of participants not receiving TKIs, there was a 44 % higher chance of achieving immune stable disease (iSD, p = 0.04) and a 45 % higher chance of clinical benefit (CBR, p = 0.03). e-irAEs occurred more frequently with concomitant use of incretin-based drugs, calcium channel blockers and antihistamines, and less frequently in patients with a derived neutrophil-to-lymphocyte ratio (dNLR) ≥ 3 at baseline and before the second ICI infusion, and a dNLR > 2.2 before the second ICI infusion. e-irAEs grade ≥ 2 were 2.09 times more often recorded in patients ≥ 60 years old. The combination of ICIs and TKIs increased the risk of primary hypothyroidism 2.3-fold (p = 0.035).
Conclusion: The study results indicate a high incidence of e-irAEs. Potential risk factors for their development have been identified. Further validation in prospective studies is required.
About the Authors
A. A. KozhevnikovRussian Federation
Aleksandr Alekseevich Kozhevnikov
4 Dolgorukovskaya St., Moscow 127006
Competing Interests:
The authors declare that there are no possible conflicts of interest.
A. M. Mkrtumyan
Russian Federation
Ashot Musaelovich Mkrtumyan
4 Dolgorukovskaya St., Moscow 127006
Build. 1, 1 Novogireevskaya St., Moscow 111123
Competing Interests:
The authors declare that there are no possible conflicts of interest.
L. G. Zhukova
Russian Federation
Lyudmila Grigoryevna Zhukova
Build. 1, 1 Novogireevskaya St., Moscow 111123
Competing Interests:
The authors declare that there are no possible conflicts of interest.
E. S. Grechukhina
Russian Federation
Ekaterina Sergeevna Grechukhina
Build. 1, 1 Novogireevskaya St., Moscow 111123
Competing Interests:
The authors declare that there are no possible conflicts of interest.
P. S. Feoktistova
Russian Federation
Polina Sergeevna Feoktistova
Build. 1, 1 Novogireevskaya St., Moscow 111123
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The authors declare that there are no possible conflicts of interest.
D. A. Filonenko
Russian Federation
Daria Aleksandrovna Filonenko
Build. 1, 1 Novogireevskaya St., Moscow 111123
Competing Interests:
The authors declare that there are no possible conflicts of interest.
N. I. Polshina
Russian Federation
Natalia Ivanovna Polshina
Build. 1, 1 Novogireevskaya St., Moscow 111123
Competing Interests:
The authors declare that there are no possible conflicts of interest.
E. I. Volkova
Russian Federation
Volkova Ekaterina Igorevna
Build. 1, 1 Novogireevskaya St., Moscow 111123
Competing Interests:
The authors declare that there are no possible conflicts of interest.
I. I. Rustamova
Russian Federation
Rustamova Irina Igorevna
Build. 1, 1 Novogireevskaya St., Moscow 111123
Competing Interests:
The authors declare that there are no possible conflicts of interest.
E. M. Kolyago
Russian Federation
Kolyago Elena Maksimovna
Build. 1, 1 Novogireevskaya St., Moscow 111123
Competing Interests:
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O. S. Pasechnyuk
Russian Federation
Pasechnyuk Olga Sergeevna
Build. 1, 1 Novogireevskaya St., Moscow 111123
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S. A. Smolin
Russian Federation
Smolin Sergey Alekseevich
Build. 1, 1 Novogireevskaya St., Moscow 111123
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K. A. Vorontsova
Russian Federation
Vorontsova Karina Andreevna
Build. 1, 1 Novogireevskaya St., Moscow 111123
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D. A. Zaryanov
Russian Federation
Zaryanov Dmitry Albertovich
Build. 1, 1 Novogireevskaya St., Moscow 111123
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T. M. Ibragimova
Russian Federation
Ibragimova Tansylu Magsumovna
Build. 1, 1 Novogireevskaya St., Moscow 111123
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M. V. Sukhova
Russian Federation
Sukhova Margarita Vitalievna
Build. 1, 1 Novogireevskaya St., Moscow 111123
Competing Interests:
The authors declare that there are no possible conflicts of interest.
L. V. Oganesyan
Russian Federation
Oganesyan Liana Vachaganovna
Build. 1, 1 Novogireevskaya St., Moscow 111123
Competing Interests:
The authors declare that there are no possible conflicts of interest.
References
1. Zhou X., Yao Z., Yang H., et al. Are immune-related adverse events associated with the efficacy of immune checkpoint inhibitors in patients with cancer? A systematic review and meta-analysis. BMC Medicine 2020;18(1):87. https://doi.org/10.1186/s12916-020-01549-2
2. Martins F., Sofiya L., Sykiotis G.P., et al. Adverse effects of immune-checkpoint inhibitors: epidemiology, management and surveillance. Nat Rev Clin Oncol 2019;16;(9):563–580. https://doi.org/10.1038/s41571-019-0218-0
3. Ruste V., Goldschmidt V., Laparra A., et al. The determinants of very severe immune-related adverse events associated with immune checkpoint inhibitors: A prospective study of the French REISAMIC registry. Eur J Cancer 2021;158:217–224. https://doi.org/10.1016/j.ejca.2021.08.048
4. Patrinely J.R., Johnson R., Lawless A.R., et al. Chronic immune-related adverse events following adjuvant Anti-PD-1 therapy for high-risk resected melanoma. JAMA Oncol 2021;7;(5):744–748. https://doi.org/10.1001/jamaoncol.2021.0051
5. Schneider B.J., Naidoo J., Santomasso B.D., et al. Management of immune-related adverse events in patients treated with immune checkpoint inhibitor therapy: ASCO guideline update. J Clin Oncol: Official Journal of the American Society of Clinical Oncology 2021;39;(36):4073–4126. https://doi.org/10.1200/JCO.21.01440
6. Seymour L., Bogaerts J., Perrone A., et al. iRECIST: guidelines for response criteria for use in trials testing immunotherapeutics. Lancet Oncol 2017;18;(3):e143–e152. https://doi.org/10.1016/S1470-2045(17)30074-8
7. Delgado A., Guddati A.K. Clinical endpoints in oncology - a primer. Am J Cancer Res 2021;11;(4):1121–1131
8. Poddubskaya E.V., Sekacheva M.I., Guryanova A.A. Endocrine adverse events of immune checkpoint inhibitors: results of a single-center study. Sechenov Medical Journal. 2019;10(4):4–11 (In Russ.). https://doi.org/10.47093/22187332.2019.4.4-11
9. Yudin D.I., Laktionov K.K., Sarantseva K.A., et al. Immuno-related endocrinopathy in patients treated with immune checkpoint inhibitors. Meditsinskiy sovet = Medical Council. 2020;(9):16–24 (In Russ.). https://doi.org/10.21518/2079701X-2020-9-16-24
10. Del Rivero J., Cordes L.M., Klubo-Gwiezdzinska J., et al. Endocrine-Related Adverse Events Related to Immune Checkpoint Inhibitors: Proposed Algorithms for Management. Oncologist 2020;25;(4):290–300. https://doi.org/10.1634/theoncologist.2018-0470
11. Morganstein D.L., Lai Z., Spain L., et al. Thyroid abnormalities following the use of cytotoxic T-lymphocyte antigen-4 and programmed death receptor protein-1 inhibitors in the treatment of melanoma. Clin Endocrinol 2017;86;(4):614–620. https://doi.org/10.1111/cen.13297
12. Iyer P.C., Cabanillas M.E., Waguespack S.G., et al. Immune-related thyroiditis with immune checkpoint inhibitors. Thyroid: Official Journal of the American Thyroid Association 2018;28;(10):1243–1251. https://doi.org/10.1089/thy.2018.0116
13. Barroso-Sousa R., Barry W.T., Garrido-Castro A.C., et al. Incidence of endocrine dysfunction following the use of different immune checkpoint inhibitor regimens: a systematic review and meta-analysis. JAMA Oncol 2018;4(2):173–182. https://doi.org/10.1001/jamaoncol.2017.3064
14. Manaka K., Sato J., Takeuchi M., et al. Immune checkpoint inhibitor combination therapies very frequently induce secondary adrenal insufficiency. Sci Rep 2021;11(1):11617. https://doi.org/10.1038/s41598-021-91032-6
15. Helderman N.C., Lucas M.W., Blank C.U. Autoantibodies involved in primary and secondary adrenal insufficiency following treatment with immune checkpoint inhibitors. Immunooncol Technol 2023;17:100374. https://doi.org/10.1016/j.iotech.2023.100374
16. Zhou J.-M., Xiong H.-F., Chen X.-P., et al. Correlation between immune-related adverse events and long-term outcomes in pembrolizumab-treated patients with unresectable hepatocellular carcinoma: A retrospective study. World J Gastrointest Oncol 2023;15(4):689–699. https://doi.org/10.4251/wjgo.v15.i4.689
17. Lechner M.G., Vyas C.M., Hamnvik O.-P.R., et al. Hypothyroidism during tyrosine kinase inhibitor therapy is associated with longer survival in patients with advanced nonthyroidal cancers. Thyroid: Official Journal of the American Thyroid Association 2018;28(4):445–453. https://doi.org/10.1089/thy.2017.0587
18. Xie L., Xu J., Sun X., et al. Anorexia, hypertension, pneumothorax, and hypothyroidism: potential signs of improved clinical outcome following apatinib in advanced osteosarcoma. Cancer Management and Research 2020;12:91–102. https://doi.org/10.2147/CMAR.S232823
19. Dupuis H., Merlen E., Jannin A., et al. Unexpected cure of a toxic nodule in a multinodular goiter induced by immune checkpoint inhibitors: a case report. European Thyroid Journal 2022;11;(4):e220024. https://doi.org/10.1530/ETJ-220024
20. Gauci M.-L., Boudou P., Baroudjian B., et al. Occurrence of type 1 and type 2 diabetes in patients treated with immunotherapy (anti-PD-1 and/or anti-CTLA-4) for metastatic melanoma: a retrospective study. Cancer immunology, immunotherapy: CII 2018;67;(8):1197–1208. https://doi.org/10.1007/s00262-018-2178-0
21. Gauci M.-L., Boudou P., Squara P.-A., et al. Checkpoint inhibitor treatment induces an increase in HbA1c in nondiabetic patients. Melanoma Research 2019;29(3):328–332. https://doi.org/10.1097/CMR.0000000000000585
22. Ohara N., Kobayashi M., Ikeda Y., et al. Non-insulin-dependent diabetes mellitus induced by immune checkpoint inhibitor therapy in an insulinoma-associated antigen-2 autoantibody-positive patient with advanced gastric cancer. Internal Medicine 2020;59(4):551–556. https://doi.org/10.2169/internalmedicine.3208-19
23. Barreira da Silva R., Laird M.E., Yatim N., et al. Dipeptidylpeptidase 4 inhibition enhances lymphocyte trafficking, improving both naturally occurring tumor immunity and immunotherapy. Nature Immunology 2015;16(8):850–858. https://doi.org/10.1038/ni.3201
24. Roy A., Sahoo J., Narayanan N., et al. Dipeptidyl peptidase-4 inhibitor-induced autoimmune diseases: Current evidence. World Journal of Diabetes 2021;12(9):1426–1441. https://doi.org/10.4239/wjd.v12.i9.1426
25. Alam M.R., Rahman M.M., Li Z. The link between intracellular calcium signaling and exosomal PD-L1 in cancer progression and immunotherapy. Genes & Diseases 2024;11(1):321–334. https://doi.org/10.1016/j.gendis.2023.01.026
26. Li C., Yao H., Wang H., et al. Repurposing screen identifies Amlodipine as an inducer of PD-L1 degradation and antitumor immunity. Oncogene 2021;40(6):1128–1146. https://doi.org/10.1038/s41388-020-01592-6
27. Thuru X., Magnez R., El-Bouazzati H., et al. Drug repurposing to enhance antitumor response to PD-1/PD-L1 immune checkpoint inhibitors. Cancers 2022;14(14):3368. https://doi.org/10.3390/cancers14143368
28. Li H., Xiao Y., Li Q., et al. The allergy mediator histamine confers resistance to immunotherapy in cancer patients via activation of the macrophage histamine receptor H1. Cancer Cell 2022;40(1):36–52.e9. https://doi.org/10.1016/j.ccell.2021.11.002
29. Eylemer Mocan E., Yekedüz E., Karataş G., et al. Impact of antihistamine use on the survival outcomes of immune checkpoint inhibitors in advanced cancer patients. Anti-Cancer Drugs 2024;35(2):190–194. https://doi.org/10.1097/CAD.0000000000001498
30. Chiang C.-H., Chiang C.-H., Peng C.-Y., et al. Efficacy of cationic amphiphilic antihistamines on outcomes of patients treated with immune checkpoint inhibitors. European Journal of Cancer (Oxford, England: 1990) 2022;174:1–9. https://doi.org/10.1016/j.ejca.2022.07.006
31. Li H., Zhang L., Yang F., et al. Impact of concomitant medications on the efficacy of immune checkpoint inhibitors: an umbrella review. Frontiers in Immunology 2023;14:1218386. https://doi.org/10.3389/fimmu.2023.1218386
32. Rizzo A., Cusmai A., Giovannelli F., et al. Impact of proton pump inhibitors and histamine-2-Receptor antagonists on non-small cell lung cancer immunotherapy: a systematic review and meta-Analysis. Cancers 2022;14;(6):1404. https:// doi.org/10.3390/cancers14061404
33. Matsukane R., Watanabe H., Minami H., et al. Continuous monitoring of neutrophils to lymphocytes ratio for estimating the onset, severity, and subsequent prognosis of immune related adverse events. Sci Rep 2021;11(1):1324. https://doi.org/10.1038/s41598-020-79397-6
34. Coffelt S.B., Wellenstein M.D., de Visser K.E. Neutrophils in cancer: neutral no more. Nature Reviews. Cancer 2016;16;(7):431–446. https://doi.org/10.1038/nrc.2016.52
35. Eun Y., Kim I.Y., Sun J.-M., et al. Risk factors for immune-related adverse events associated with anti-PD-1 pembrolizumab. Sci Rep 2019;9(1):14039. https://doi.org/10.1038/s41598-019-50574-6
36. Nakamura Y., Tanaka R., Maruyama H., et al. Correlation between blood cell count and outcome of melanoma patients treated with anti-PD-1 antibodies. Jpn J Clin Oncol 2019;49;(5):431–437. https://doi.org/10.1093/jjco/hyy201
37. Tasaki Y., Sugiyama Y., Hamamoto S., et al. Eosinophil may be a predictor of immune-related adverse events induced by different immune checkpoint inhibitor types: A retrospective multidisciplinary study. Cancer Medicine 2023;12;(24):21666–21679. https://doi.org/10.1002/cam4.6724
38. Zhang W., Tan Y., Li Y., and Liu J. Neutrophil to Lymphocyte ratio as a predictor for immune-related adverse events in cancer patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis. Frontiers in Immunology 2023;14:1234142. P https://doi.org/10.3389/fimmu.2023.1234142
39. Lu H.-R., Zhu P.-F., Deng Y.-Y., et al. Predictive value of NLR and PLR for immune-related adverse events: a systematic review and meta-analysis. Clinical & Translational Oncology: Official Publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico 2023. https://doi.org/10.1007/s12094-023-03313-3
40. Yang T., Hao L., Yang X., et al. Prognostic value of derived neutrophil-to-lymphocyte ratio (dNLR) in patients with non-small cell lung cancer receiving immune checkpoint inhibitors: a meta-analysis. BMJ Open 2021;11(9):e049123. https://doi.org/10.1136/bmjopen-2021-049123.
Review
For citations:
Kozhevnikov A.A., Mkrtumyan A.M., Zhukova L.G., Grechukhina E.S., Feoktistova P.S., Filonenko D.A., Polshina N.I., Volkova E.I., Rustamova I.I., Kolyago E.M., Pasechnyuk O.S., Smolin S.A., Vorontsova K.A., Zaryanov D.A., Ibragimova T.M., Sukhova M.V., Oganesyan L.V. Epidemiology, Predictors, and Impact of Endocrine Immune-Related Adverse Events on Outcomes in Patients with Malignant Tumors. Malignant tumours. 2025;15(4):11–25. (In Russ.) https://doi.org/10.18027/2224-5057-2025-060
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