ReviewFrontiers in immunology2022
Risk Factors and Biomarkers for Immune-Related Adverse Events: A Practical Guide to Identifying High-Risk Patients and Rechallenging Immune Checkpoint Inhibitors.
Review in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 225 papers, 6 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
225 citing papers in PubMed, 6 syntheses or guidelines pooled it, 325 citations in OpenAlex.
- Cellular Senescence and Immunosenescence in Melanoma: Insights From the Tumor Microenvironment.Cancer medicine · 2025Pooled it
- The benefits and risks of adding PD-1/PD-L1 inhibitors to chemotherapy for stage IIIb-IV non-small-cell lung cancer: an updated meta-analysis based on phase 3 randomized controlled trials.Frontiers in oncology · 2025Pooled it
- Peripheral blood cell counts as predictors of immune-related adverse events in cancer patients receiving immune checkpoint inhibitors: a systematic review and meta-analysis.Frontiers in immunology · 2025Pooled it
- 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 · 2024Pooled it
- Knowledge graph and frontier trends in melanoma-associated ncRNAs: a bibliometric analysis from 2006 to 2023.Frontiers in oncology · 2024Pooled it
- Prognosis of immune checkpoint inhibitor-induced myasthenia gravis: a single center experience and systematic review.Frontiers in neurology · 2024Pooled it
- Immune-mediated liver injury caused by checkpoint inhibitors: A case series and review of the literature.Experimental and therapeutic medicine · 2026Article
- Unlocking the potential of microRNA as predictive biomarkers for efficacy and adverse events in immune checkpoint inhibitor therapy (Review).Molecular medicine reports · 2026Review
- Hepatic and Pancreatobiliary Immune-Related Adverse Events in Patients Receiving Immune Checkpoint Inhibitors: A Multidisciplinary Approach.Biomedicines · 2026Review
- A narrative review of immune checkpoint inhibitor-related cardiotoxicity in lung cancer: mechanisms, risk stratification, and clinical management.Journal of thoracic disease · 2026Review
- Article
- Machine learning approaches to predict early cardiac immune-related adverse events in patients receiving immune checkpoint inhibitors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Phenolic Endocrine-Disrupting Chemical Exposure and Systemic Biomarker Variability in Patients with Lung Cancer.Medicina (Kaunas, Lithuania) · 2026Article
- Article
- Risk modifiers of immune-related adverse events in patients with NSCLC undergoing immunotherapy: a retrospective cohort study.Journal of pharmaceutical health care and sciences · 2026Article
- Adverse Event Monitoring with Imaging: Prognostic Significance in Atezolizumab plus Bevacizumab Therapy for Unresectable Hepatocellular Carcinoma.Liver cancer · 2026Article
- Cancer immunotherapy: mechanisms, clinical applications, resistance and future directions.Molecular biology reports · 2026Review
- Seasonal variation in immune-related adverse events in advanced cancer patients.Cancer immunology, immunotherapy : CII · 2026Article
- Blood parameters and whole-blood transcriptomics associated with immune-related adverse events in metastatic renal cell carcinoma during nivolumab plus ipilimumab.Scientific reports · 2026Article
- Predictors of severe immune-related adverse events during first-line immune checkpoint inhibitor therapy for advanced non-small cell lung cancer.Scientific reports · 2026Article
165 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Immune-related adverse events (irAEs) are a range of complications associated with the use of immune-checkpoint inhibitors (ICIs). Two major classes of ICIs widely used are Cytotoxic T-Lymphocyte Antigen 4 (CTLA4) and Programmed Cell death-1 (PD-1)/Programmed death-ligand 1 (PD-L1) inhibitors. High-grade irAEs are life-threatening and often cause a severe decline in performance status in such that patients do not qualify for any further anticancer treatments. It is difficult to generalize the evidence in the current literature on risk factors or biomarkers for the entire class of ICIs as the studies so far are either disease-specific (e.g., lung cancer or melanoma) or ICI agent-specific (e.g., pembrolizumab, ipilimumab) or irAE-specific (e.g., pneumonitis or gastritis). In this review, risk factors and biomarkers to consider before initiating or monitoring ICI are listed with a practical purpose in day-to-day practice. Risk factors are grouped into demographics and social history, medical history, and medication history, tumor-specific and agent-specific risk factors. A higher risk of irAE is associated with age <60 years, high body mass index, women on CTLA4 and men on PD-1/PD-L1 agents, and chronic smokers. Patients with significant kidney (Stage IV-V), cardiac (heart failure, coronary artery disease, myocardial infarction, hypertension), and lung (asthma, pulmonary fibrosis, and chronic obstructive pulmonary disease) are at a higher risk of respective organ-specific irAEs. Pre-existing autoimmune disease and chronic use of certain drugs (proton pump inhibitors, diuretics, anti-inflammatory drugs) also increase the irAE-risk. Biomarkers are categorized into circulating blood counts, cytokines, autoantibodies, HLA genotypes, microRNA, gene expression profiling, and serum proteins. The blood counts and certain protein markers (albumin and thyroid-stimulating hormone) are readily accessible in current practice. High neutrophil-lymphocyte ratio, eosinophil/monocyte/lymphocyte counts; TSH and troponins at diagnosis and drop in the white count and lymphocyte count can predict irAE. Other biomarkers with limited evidence are cytokines, autoantibodies, HLA genotypes, microRNA, and gene expression profiling. With fast-expanding approvals for ICIs in various cancer types, knowledge on risk factors and biomarkers can help providers assess the irAE-risk of their patients. Prospective disease and agent-specific studies are needed to provide further insight on this essential aspect of ICI therapy.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.