Cutaneous immune-related adverse events and survival during immune checkpoint inhibitor therapy: a pilot meta-analysis stratified by handling of immortal-time bias.

Authors

  • Dr. Harkiratjit Singh Bhullar PG Resident, Department of Pharmacology GGSMC & Hospital, Faridkot, Punjab 151203, India
  • Dr. Pardeep Garg Professor and Head, Department of Radiation Oncology GGSMC & Hospital, Faridkot, Punjab 151203, India
  • Dr. Sumir kumar Professor and Head Department of Dermatology, Venereology and Leprology Guru Gobind Singh Medical College and Hospital Faridkot Baba Farid University of Health Sciences
  • Dr. Rajkumar Bhardwaj Head of Pharmacology, Baba Farid University of Health Sciences (BFUHS),Guru Gobind Singh Medical College & Hospital, Faridkot

DOI:

https://doi.org/10.51168/z1c5w423

Keywords:

Immune checkpoint inhibitors, cutaneous immune-related adverse events, immortal time bias, overall survival, meta-analysis

Abstract

Importance:

Cutaneous immune-related adverse events (cirAEs) are read as a sign that checkpoint blockade is working, but a cirAE is recorded only in patients who survive long enough to develop it, so analyses that fix cirAE status at baseline credit the exposed group with immortal time.

 Objective:

 To describe the association of cirAEs with overall survival (OS) and progression-free survival (PFS) in estimates that handle immortal time, and to compare these with estimates that do not.

 Methods:

Studies came from author-held reports and web searches seeded with known studies (17–18 October 2026); no bibliographic database was searched. Cohort studies reporting a hazard ratio (HR) for any cirAE versus none were included. Each estimate was classified as handling immortal time (Tier A: time-dependent Cox or landmark), partially (Tier B), or not (Tier C/D). Tier A estimates were read individually; random-effects pooling and between-tier meta-regression were exploratory. Certainty was rated with GRADE.

 Results:

Thirteen studies were included. OS, immortal time handled: three cohorts (4,123 patients) gave HRs of 0.21 (95% CI 0.05–0.62), 0.52 (0.35–0.78) and 0.87 (0.79–0.98); pooled 0.57 (0.13–2.56; I² = 81%). OS, not handled: five cohorts pooled to 0.55 (0.43–0.70; I² = 1%). PFS, handled: 0.63 (0.21–1.87); not handled: 0.50 (0.12–2.06). The ratios of HRs between tiers (OS 1.29, 0.67–2.49; PFS 1.22, 0.40–3.71) were not significant, so these data neither show nor exclude inflation of uncorrected estimates. Certainty was very low for every outcome.

 Conclusions and relevance:

 Every cohort that handled immortal time found an OS HR below 1, but the size of the association is uncertain, and the gap from uncorrected studies may reflect tumour mix and adjustment.

Author Biographies

  • Dr. Harkiratjit Singh Bhullar, PG Resident, Department of Pharmacology GGSMC & Hospital, Faridkot, Punjab 151203, India

    is working as a PG Resident in the Department of Pharmacology, Guru Gobind Singh Medical College & Hospital, Faridkot, Punjab. His work centres on pharmacovigilance and the adverse effects of targeted and immune therapies.

  • Dr. Pardeep Garg, Professor and Head, Department of Radiation Oncology GGSMC & Hospital, Faridkot, Punjab 151203, India

    MBBS, MD, is Professor and Head of the Department of Radiation Oncology, Guru Gobind Singh Medical College & Hospital, Faridkot, Punjab.

  • Dr. Sumir kumar, Professor and Head Department of Dermatology, Venereology and Leprology Guru Gobind Singh Medical College and Hospital Faridkot Baba Farid University of Health Sciences

    MBBS, MD, is Professor and Head of the Department of Dermatology, Venereology and Leprosy, Guru Gobind Singh Medical College & Hospital, Faridkot, Punjab.

  • Dr. Rajkumar Bhardwaj, Head of Pharmacology, Baba Farid University of Health Sciences (BFUHS),Guru Gobind Singh Medical College & Hospital, Faridkot

    MBBS, MD, is Professor and Head of the Department of Pharmacology, Guru Gobind Singh Medical College & Hospital, Faridkot, Punjab.

References

1. Zhao F, Zhu J, Yu R, et al. Cutaneous adverse events in patients treated with PD-1/PD-L1 checkpoint inhibitors and their association with survival: a systematic review and meta-analysis. Sci Rep. 2022;12:20038.

https://doi.org/10.1038/s41598-022-24286-3

2. Du Y, Wu W, Chen M, Dong Z, Wang F. Cutaneous adverse events and cancer survival prognosis with immune checkpoint inhibitor treatment: a systematic review and meta-analysis. JAMA Dermatol. 2023;159:1093-101.

https://doi.org/10.1001/jamadermatol.2023.3003

3. Zhang L, Gao Y. Cutaneous adverse events associated with the efficacy and benefit of immune checkpoint inhibitors: a systematic review and meta-analysis. Front Oncol. 2025;15:1689519. https://doi.org/10.3389/fonc.2025.1689519

4. Xu T, Li J, Zhao J, et al. Cutaneous immune-related adverse events independently predict overall survival with a grade-dependent association in ICI-treated advanced NSCLC: a time-dependent analysis. Front Oncol. 2026;16:1860717.

https://doi.org/10.3389/fonc.2026.1860717

5. Juan-Carpena G, Martínez Banaclocha N, Palazón Cabanes JC, et al. Association of cutaneous immune-related adverse events with overall survival and progression-free survival in oncology patients receiving immune checkpoint inhibitors: a prospective study of 189 patients. Acta Derm Venereol. 2025;105:adv42023. https://doi.org/10.2340/actadv.v105.42023

6. Lévesque LE, Hanley JA, Kezouh A, Suissa S. Problem of immortal time bias in cohort studies: example using statins for preventing progression of diabetes. BMJ. 2010;340:b5087. https://doi.org/10.1136/bmj.b5087

7. Street S, Chute D, Strohbehn I, et al. The positive effect of immune checkpoint inhibitor-induced thyroiditis on overall survival accounting for immortal time bias. Ann Oncol. 2021;32:1050-1. https://doi.org/10.1016/j.annonc.2021.05.357

8. Dousset L, Pacaud A, Barnetche T, et al. Analysis of tumor response and clinical factors associated with vitiligo in patients receiving anti-programmed cell death-1 therapies for melanoma. JAAD Int. 2021;5:112-20. https://doi.org/10.1016/j.jdin.2021.09.002

9. Page MJ, McKenzie JE, Bossuyt PM, et al. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ. 2021;372:n71. https://doi.org/10.1136/bmj.n71

10. Zhang S, Tang K, Wan G, et al. Cutaneous immune-related adverse events are associated with longer overall survival in advanced cancer patients on immune checkpoint inhibitors: a multi-institutional cohort study. J Am Acad Dermatol. 2023;88:1024-32. https://doi.org/10.1016/j.jaad.2022.12.048

11. Wan G, Chen W, Khattab S, et al. Multi-organ immune-related adverse events from immune checkpoint inhibitors and their downstream implications: a retrospective multicohort study. Lancet Oncol. 2024;25:1053-69. https://doi.org/10.1016/S1470-2045(24)00278-X

12. Tang K, Seo J, Tiu BC, et al. Association of cutaneous immune-related adverse events with increased survival in patients treated with anti-PD-1 and anti-PD-L1 therapy. JAMA Dermatol. 2022;158:189-93. https://doi.org/10.1001/jamadermatol.2021.5476

13. Gulati N, Donnelly D, Qian Y, et al. Revisiting the association between skin toxicity and better response in advanced cancer patients treated with immune checkpoint inhibitors. J Transl Med. 2020;18:430.

https://doi.org/10.1186/s12967-020-02612-5

14. Haratani K, Hayashi H, Chiba Y, et al. Association of immune-related adverse events with nivolumab efficacy in non-small-cell lung cancer. JAMA Oncol. 2018;4:374-8. https://doi.org/10.1001/jamaoncol.2017.2925

https://doi.org/10.1001/jamaoncol.2018.0751

15. Foroutan F, Guyatt G, Zuk V, et al. GRADE Guidelines 28: use of GRADE for the assessment of evidence about prognostic factors: rating certainty in identification of groups of patients with different absolute prognoses. J Clin Epidemiol. 2020;121:62-70. https://doi.org/10.1016/j.jclinepi.2019.12.023

16. Rehmani S, Higgins LM, Brinzevich D, et al. Heterogeneous survival impact of immune-related adverse events in US veterans. J Immunother Cancer. 2026. https://doi.org/10.1136/jitc-2025-014622

17. Chan L, Hwang SJE, Byth K, et al. Survival and prognosis of individuals receiving programmed cell death 1 inhibitor with and without immunologic cutaneous adverse events. J Am Acad Dermatol. 2020;82:311-6.

https://doi.org/10.1016/j.jaad.2019.06.035

18. Berner F, Bomze D, Diem S, et al. Association of checkpoint inhibitor-induced toxic effects with shared cancer and tissue antigens in non-small cell lung cancer. JAMA Oncol. 2019;5:1043-7. https://doi.org/10.1001/jamaoncol.2019.0402

19. Cho YT, Lin YT, Yang CW, Chu CY. Cutaneous immune-related adverse events among Taiwanese cancer patients receiving immune checkpoint inhibitors link to a survival benefit. Sci Rep. 2022;12:7021.

https://doi.org/10.1038/s41598-022-11128-5

20. Jurado JM, Gutiérrez V, Cantero A, et al. Association between cutaneous immune-related adverse events and efficacy of immune checkpoint inhibitors in advanced non-small cell lung cancer. J Clin Med. 2025;14:2499.

https://doi.org/10.3390/jcm14072499

21. Lim AY-L, Chan JY, Oh CC. Cutaneous adverse reactions and survival outcomes of advanced melanoma treated with immune checkpoint inhibitors in an academic medical centre in Singapore. Diagnostics. 2024;14(15):1601. https://doi.org/10.3390/diagnostics14151601

Downloads

Published

2026-09-30

Issue

Section

Section of Dermatology and Venereology Research

How to Cite

Dr Harkiratjit Singh Bhullar, Pardeep, Sumir, & Rajkumar. (2026). Cutaneous immune-related adverse events and survival during immune checkpoint inhibitor therapy: a pilot meta-analysis stratified by handling of immortal-time bias. Student’s Journal of Health Research Africa, 7(3), 13. https://doi.org/10.51168/z1c5w423

Most read articles by the same author(s)