» Articles » PMID: 35027754

T Cell Characteristics Associated with Toxicity to Immune Checkpoint Blockade in Patients with Melanoma

Abstract

Severe immune-related adverse events (irAEs) occur in up to 60% of patients with melanoma treated with immune checkpoint inhibitors (ICIs). However, it is unknown whether a common baseline immunological state precedes irAE development. Here we applied mass cytometry by time of flight, single-cell RNA sequencing, single-cell V(D)J sequencing, bulk RNA sequencing and bulk T cell receptor (TCR) sequencing to study peripheral blood samples from patients with melanoma treated with anti-PD-1 monotherapy or anti-PD-1 and anti-CTLA-4 combination ICIs. By analyzing 93 pre- and early on-ICI blood samples and 3 patient cohorts (n = 27, 26 and 18), we found that 2 pretreatment factors in circulation-activated CD4 memory T cell abundance and TCR diversity-are associated with severe irAE development regardless of organ system involvement. We also explored on-treatment changes in TCR clonality among patients receiving combination therapy and linked our findings to the severity and timing of irAE onset. These results demonstrate circulating T cell characteristics associated with ICI-induced toxicity, with implications for improved diagnostics and clinical management.

Citing Articles

Revolutionary Cancer Therapy for Personalization and Improved Efficacy: Strategies to Overcome Resistance to Immune Checkpoint Inhibitor Therapy.

Almawash S Cancers (Basel). 2025; 17(5).

PMID: 40075727 PMC: 11899125. DOI: 10.3390/cancers17050880.


Low expression of CD39 on monocytes predicts poor survival in sepsis patients.

Li H, Ding P, Nan Y, Wu Z, Hua N, Luo L J Intensive Care. 2025; 13(1):12.

PMID: 40065471 PMC: 11892179. DOI: 10.1186/s40560-025-00784-0.


Predictive circulating biomarkers of the response to anti-PD-1 immunotherapy in advanced HER2 negative breast cancer.

Wei Y, Ge H, Qi Y, Zeng C, Sun X, Mo H Clin Transl Med. 2025; 15(3):e70255.

PMID: 40000397 PMC: 11859116. DOI: 10.1002/ctm2.70255.


Efficacy Assessment and Prognostic Value of Inflammatory Markers in Patients with Stage IV Acral and Cutaneous Melanoma Receiving PD-1 Inhibitors.

Zhang Y, Qu Z, Xuan H, Lu L, Ding C, He Z J Inflamm Res. 2025; 18:2531-2544.

PMID: 39995827 PMC: 11849423. DOI: 10.2147/JIR.S509928.


Towards the Next Generation of Data-Driven Therapeutics Using Spatially Resolved Single-Cell Technologies and Generative AI.

Rodov A, Baniadam H, Zeiser R, Amit I, Yosef N, Wertheimer T Eur J Immunol. 2025; 55(2):e202451234.

PMID: 39964048 PMC: 11834372. DOI: 10.1002/eji.202451234.


References
1.
Kumar V, Chaudhary N, Garg M, Floudas C, Soni P, Chandra A . Current Diagnosis and Management of Immune Related Adverse Events (irAEs) Induced by Immune Checkpoint Inhibitor Therapy. Front Pharmacol. 2017; 8:49. PMC: 5296331. DOI: 10.3389/fphar.2017.00049. View

2.
Larkin J, Chiarion-Sileni V, Gonzalez R, Grob J, Cowey C, Lao C . Combined Nivolumab and Ipilimumab or Monotherapy in Untreated Melanoma. N Engl J Med. 2015; 373(1):23-34. PMC: 5698905. DOI: 10.1056/NEJMoa1504030. View

3.
Hodi F, Chiarion-Sileni V, Gonzalez R, Grob J, Rutkowski P, Cowey C . Nivolumab plus ipilimumab or nivolumab alone versus ipilimumab alone in advanced melanoma (CheckMate 067): 4-year outcomes of a multicentre, randomised, phase 3 trial. Lancet Oncol. 2018; 19(11):1480-1492. DOI: 10.1016/S1470-2045(18)30700-9. View

4.
Postow M, Sidlow R, Hellmann M . Immune-Related Adverse Events Associated with Immune Checkpoint Blockade. N Engl J Med. 2018; 378(2):158-168. DOI: 10.1056/NEJMra1703481. View

5.
Wolchok J, Chiarion-Sileni V, Gonzalez R, Rutkowski P, Grob J, Cowey C . Overall Survival with Combined Nivolumab and Ipilimumab in Advanced Melanoma. N Engl J Med. 2017; 377(14):1345-1356. PMC: 5706778. DOI: 10.1056/NEJMoa1709684. View