Related Experiment Video
Updated: Oct 29, 2025

Monitoring PD-1-Blocking Antibodies Bound to T Cells Derived from a Drop of Peripheral Blood
Published on: February 5, 2020
Immunotherapy-Mediated Thyroid Dysfunction: Genetic Risk and Impact on Outcomes with PD-1 Blockade in Non-Small Cell
Jia Luo1, Victoria L Martucci2, Zoe Quandt3,4
1Thoracic Oncology Service, Division of Solid Tumor Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
Purpose:
Genetic differences in immunity may contribute to toxicity and outcomes with immune checkpoint inhibitor (CPI) therapy, but these relationships are poorly understood. We examined the genetics of thyroid immune-related adverse events (irAE).
Experimental Design:
In patients with non-small cell lung cancer (NSCLC) treated with CPIs at Memorial Sloan Kettering (MSK) and Vanderbilt University Medical Center (VUMC), we evaluated thyroid irAEs. We typed germline DNA using genome-wide single-nucleotide polymorphism (SNP) arrays and imputed genotypes. Germline SNP imputation was also performed in an independent Dana-Farber Cancer Institute (DFCI) cohort. We developed and validated polygenic risk scores (PRS) for hypothyroidism in noncancer patients using the UK and VUMC BioVU biobanks. These PRSs were applied to thyroid irAEs and CPI response in patients with NSCLC at MSK, VUMC, and DFCI.
Results:
Among 744 patients at MSK and VUMC, thyroid irAEs occurred in 13% and were associated with improved outcomes [progression-free survival adjusted HR (PFS aHR) = 0.68; 95% confidence interval (CI), 0.52-0.88]. The PRS for hypothyroidism developed from UK Biobank predicted hypothyroidism in the BioVU dataset in noncancer patients [OR per standard deviation (SD) = 1.33, 95% CI, 1.29-1.37; AUROC = 0.6]. The same PRS also predicted development of thyroid irAEs in both independent cohorts of patients treated with CPIs (HR per SD = 1.34; 95% CI, 1.08-1.66; AUROC = 0.6). The results were similar in the DFCI cohort. However, PRS for hypothyroidism did not predict CPI benefit.
Conclusions:
Thyroid irAEs were associated with response to anti-PD-1 therapy. Genetic risk for hypothyroidism was associated with risk of developing thyroid irAEs. Additional studies are needed to determine whether other irAEs also have shared genetic risk with known autoimmune disorders and the association with treatment response.
Insights
Genetic predisposition to hypothyroidism is linked to developing thyroid immune-related adverse events (irAEs) during immune checkpoint inhibitor (CPI) therapy. This genetic risk, however, did not predict treatment response in non-small cell lung cancer patients.
Area of Science:
- Genetics
- Immunology
- Oncology
Background:
- Immune checkpoint inhibitors (CPIs) improve cancer outcomes but can cause immune-related adverse events (irAEs).
- Genetic factors influencing irAEs, particularly thyroid irAEs, are not well understood.
- Understanding these genetic links can inform patient selection and management during CPI therapy.
Purpose of the Study:
- To investigate the genetic basis of thyroid immune-related adverse events (irAEs) in patients undergoing CPI therapy.
- To determine if genetic predisposition to hypothyroidism is associated with the development of thyroid irAEs.
- To explore the relationship between genetic risk scores and CPI treatment outcomes.
Main Methods:
- Genome-wide single-nucleotide polymorphism (SNP) arrays were used to analyze germline DNA in patients with non-small cell lung cancer (NSCLC) treated with CPIs.
- Polygenic risk scores (PRS) for hypothyroidism were developed in noncancerous biobanks and validated.
- The developed PRS were applied to cohorts of NSCLC patients to assess prediction of thyroid irAEs and CPI response.
Main Results:
- Thyroid irAEs occurred in 13% of patients and were associated with improved progression-free survival.
- A PRS for hypothyroidism successfully predicted hypothyroidism in noncancer patients and predicted the development of thyroid irAEs in CPI-treated NSCLC patients.
- The PRS for hypothyroidism did not predict clinical benefit from CPI therapy.
Conclusions:
- Thyroid irAEs are associated with anti-PD-1 therapy response.
- Genetic predisposition to hypothyroidism is a risk factor for developing thyroid irAEs.
- Further research is needed to explore shared genetic risks for other irAEs and their impact on treatment response.
More Related Videos
Related Concept Videos
Combination Therapies and Personalized Medicine
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
Tumor Immunotherapy
Targeted Cancer Therapies
There are several types of targeted therapies against...

