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Wang Q, Wu T, Zhao R, Li Y, Chen X, Shen S, Zhang X. Development and Validation of a Prediction Model for Thyroid Dysfunction in Patients During Immunotherapy. Endocr Pract 2024; 30:943-950. [PMID: 39004306 DOI: 10.1016/j.eprac.2024.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 06/24/2024] [Accepted: 07/08/2024] [Indexed: 07/16/2024]
Abstract
OBJECTIVE This study was designed to develop and validate a predictive model for assessing the risk of thyroid toxicity following treatment with immune checkpoint inhibitors. METHODS A retrospective analysis was conducted on a cohort of 586 patients diagnosed with malignant tumors who received programmed cell death 1 (PD-1)/programmed death-ligand 1 (PD-L1) inhibitors. The patients were randomly divided into training and validation cohorts in a 7:3 ratio. Logistic regression analyses were performed on the training set to identify risk factors of thyroid dysfunction, and a nomogram was developed based on these findings. Internal validation was performed using K-fold cross-validation on the validation set. The performance of the nomogram was assessed in terms of discrimination and calibration. Additionally, decision curve analysis was utilized to demonstrate the decision efficiency of the model. RESULTS Our clinical prediction model consisted of 4 independent predictors of thyroid immune-related adverse events, namely baseline thyrotropin (TSH, OR = 1.427, 95%CI:1.163-1.876), baseline thyroglobulin antibody (TgAb, OR = 1.105, 95%CI:1.035-1.180), baseline thyroid peroxidase antibody (TPOAb, OR = 1.172, 95%CI:1.110-1.237), and baseline platelet count (platelet, OR = 1.004, 95%CI:1.000-1.007). The developed nomogram achieved excellent discrimination with an area under the curve of 0.863 (95%CI: 0.817-0.909) and 0.885 (95%CI: 0.827-0.944) in the training and internal validation cohorts respectively. Calibration curves exhibited a good fit, and the decision curve indicated favorable clinical benefits. CONCLUSION The proposed nomogram serves as an effective and intuitive tool for predicting the risk of thyroid immune-related adverse events, facilitating clinicians making individualized decisions based on patient-specific information.
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Affiliation(s)
- Qian Wang
- Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China
| | - Tingting Wu
- Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China
| | - Ru Zhao
- Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China; Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital Clinical College of Nanjing Medical University, Nanjing, China
| | - Yuanqin Li
- Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China; Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital Clinical College of Nanjing University of Chinese Medicine, Nanjing, China
| | - Xuetao Chen
- Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China
| | - Shanmei Shen
- Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China.
| | - Xiaowen Zhang
- Department of Endocrinology, Endocrine and Metabolic Disease Medical Center, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China; Branch of National Clinical Research Centre for Metabolic Diseases, Nanjing, China.
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Ruiz-Esteves KN, Shank KR, Deutsch AJ, Gunturi A, Chamorro-Pareja N, Colling CA, Zubiri L, Perlman K, Ouyang T, Villani AC, Florez JC, Gusev A, Reynolds KL, Miller KK, Udler MS, Sise ME, Rengarajan M. Identification of Immune Checkpoint Inhibitor-Induced Diabetes. JAMA Oncol 2024:2822927. [PMID: 39207773 PMCID: PMC11362970 DOI: 10.1001/jamaoncol.2024.3104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 05/15/2024] [Indexed: 09/04/2024]
Abstract
Importance Immune checkpoint inhibitors (ICIs) have revolutionized cancer care; however, accompanying immune-related adverse events (irAEs) confer substantial morbidity and occasional mortality. Life-threatening irAEs may require permanent cessation of ICI, even in patients with positive tumor response. Therefore, it is imperative to comprehensively define the spectrum of irAEs to aid individualized decision-making around the initiation of ICI therapy. Objective To define incidence, risk factors, and clinical spectrum of an irreversible and life-threatening irAE: ICI-induced diabetes. Design, Setting, and Participants This cohort study, conducted at an academic integrated health care system examined 14 328 adult patients treated with ICIs, including 64 patients who developed ICI-induced diabetes, from July 2010 to January 2022. The data were analyzed from 2022 to 2023. Cases of ICI-induced diabetes were manually confirmed; detailed clinical phenotyping was performed at diagnosis and 1-year follow-up. For 862 patients, genotyping data were available, and polygenic risk for type 1 diabetes was determined. Main Outcomes and Measures For ICI-induced diabetes cases and controls, demographic characteristics, comorbidities, tumor category, and ICI category were compared. Among ICI-induced diabetes cases, markers of glycemic physiology were examined at diagnosis and 1-year follow-up. For patients with available genotyping, a published type 1 diabetes polygenic score (T1D GRS2) was calculated. Results Of 14 328 participants, 6571 (45.9%) were women, and the median (range) age was 66 (8-106) years. The prevalence of ICI-induced diabetes among ICI-treated patients was 0.45% (64 of 14 328), with an incidence of 124.8 per 100 000 person-years. Preexisting type 2 diabetes (odds ratio [OR], 5.91; 95% CI, 3.34-10.45) and treatment with combination ICI (OR, 2.57; 95% CI, 1.44-4.59) were significant clinical risk factors of ICI-induced diabetes. T1D GRS2 was associated with ICI-induced diabetes risk, with an OR of 4.4 (95% CI, 1.8-10.5) for patients in the top decile of T1D GRS2, demonstrating a genetic association between spontaneous autoimmunity and irAEs. Patients with ICI-induced diabetes were in 3 distinct phenotypic categories based on autoantibodies and residual pancreatic function, with varying severity of initial presentation. Conclusions and Relevance The results of this analysis of 14 328 ICI-treated patients followed up from ICI initiation determined the incidence, risk factors and clinical spectrum of ICI-induced diabetes. Widespread implementation of this approach across organ-specific irAEs may enhance diagnosis and management of these conditions, and this becomes especially pertinent as ICI treatment rapidly expands to treat a wide spectrum of cancers and is used at earlier stages of treatment.
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Affiliation(s)
- Karina N. Ruiz-Esteves
- Department of Medicine, Massachusetts General Hospital, Boston, MA and Harvard Medical School, Boston
| | - Kaitlyn R. Shank
- Department of Medicine, Massachusetts General Hospital and Department of Medicine, Brigham and Women’s Hospital, Boston
| | - Aaron J. Deutsch
- Department of Medicine and Center for Genomic Medicine, Massachusetts General Hospital, Programs in Metabolism and Medical and Population Genetics, Broad Institute, Cambridge
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Alekhya Gunturi
- Department of Medicine, Massachusetts General Hospital and Boston University School of Medicine, Boston
| | - Natalia Chamorro-Pareja
- Department of Medicine, Massachusetts General Hospital, Boston, MA and Harvard Medical School, Boston
| | - Caitlin A. Colling
- Department of Medicine, Massachusetts General Hospital, Boston, MA and Harvard Medical School, Boston
| | - Leyre Zubiri
- Department of Medicine, Massachusetts General Hospital, Boston, MA and Harvard Medical School, Boston
| | | | - Tianqi Ouyang
- Department of Medicine, Massachusetts General Hospital, Boston
| | - Alexandra-Chloé Villani
- Center for Cancer Research, Department of Medicine, Massachusetts General Hospital, Boston
- Broad Institute of Massachusetts Institute of Technology and Harvard University, Center for Immunology and Inflammatory Diseases, Department of Medicine, Massachusetts General Hospital, Boston
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Jose C. Florez
- Department of Medicine and Center for Genomic Medicine, Massachusetts General Hospital, Programs in Metabolism and Medical and Population Genetics, Broad Institute, Cambridge
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Alexander Gusev
- Division of Population Sciences, Dana-Farber Cancer Institute and Harvard Medical School, Broad Institute, Cambridge, Massachusetts
- Division of Genetics, Brigham and Women’s Hospital and Harvard Medical School, Boston
| | - Kerry L. Reynolds
- Department of Medicine, Mass General Cancer Center, Massachusetts General Hospital, Boston
| | - Karen K. Miller
- Neuroendocrine Unit, Massachusetts General Hospital and Harvard Medical School, Boston
| | - Miriam S. Udler
- Department of Medicine and Center for Genomic Medicine, Massachusetts General Hospital, Programs in Metabolism and Medical and Population Genetics, Broad Institute, Cambridge
- Department of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Meghan E. Sise
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital, Boston
| | - Michelle Rengarajan
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Broad Institute of Massachusetts Institute of Technology and Harvard University, Boston
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Kotwal A, Kennedy R, Kikani N, Thosani S, Goldner W, Shariff A. Endocrinopathies Associated With Immune Checkpoint Inhibitor Use. Endocr Pract 2024; 30:584-591. [PMID: 38554775 DOI: 10.1016/j.eprac.2024.03.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Revised: 03/12/2024] [Accepted: 03/20/2024] [Indexed: 04/02/2024]
Abstract
OBJECTIVE To provide a clinical approach towards immune checkpoint inhibitor (ICI)-associated endocrinopathies, their link with cancer outcomes, factors which differentiate them from other immune related adverse events, and health systems innovation to improve care for these patients. METHODS A literature search for articles pertaining to ICIs and endocrinopathies was performed and supplemented by expert opinions of the authors. RESULTS While immune related adverse events can affect almost any organ, they frequently target the endocrine glands, most commonly thyroid. Different classes of ICIs have varying frequencies of endocrinopathies related to hypophysitis, thyroiditis, diabetes mellitus, and rarely hypoadrenalism and hypoparathyroidism. ICI-associated endocrinopathies share some features with classic endocrine autoimmunity but appear to be a distinct entity. They can be challenging to diagnose and manage due to nonspecific clinical features, use of exogenous glucocorticoids, and at times rapid and severe hormone deficiency. The role of anti-inflammatory high-dose glucocorticoids is minimal, and the ICI does not usually require permanent discontinuation. ICI-associated endocrinopathies usually cause permanent hormone deficiency necessitating long-term management and patient engagement. ICI-thyroiditis has been associated with improved survival, while other endocrinopathies have not shown a significant association with outcomes in cancer patients receiving ICIs. Oncoendocrinology teams can improve the care of patients with ICI-associated endocrinopathies. CONCLUSION This narrative review provides guidance to clinicians prescribing ICIs and those managing ICI-associated endocrinopathies, and complements the frameworks provided by major scientific societies in this field.
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Affiliation(s)
- Anupam Kotwal
- Division of Diabetes, Endocrinology, and Metabolism, Department of Medicine, University of Nebraska Medical Center, Omaha, Nebraska; Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska.
| | - Randol Kennedy
- Division of Endocrinology, Metabolism, and Nutrition, Department of Medicine, Duke University School of Medicine, Durham, North Carolina
| | - Nupur Kikani
- Department of Endocrine Neoplasia & Hormonal Disorders, The University of Texas, MD Anderson Cancer Center, Houston, Texas
| | - Sonali Thosani
- Department of Endocrine Neoplasia & Hormonal Disorders, The University of Texas, MD Anderson Cancer Center, Houston, Texas
| | - Whitney Goldner
- Division of Diabetes, Endocrinology, and Metabolism, Department of Medicine, University of Nebraska Medical Center, Omaha, Nebraska; Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, Nebraska
| | - Afreen Shariff
- Division of Endocrinology, Metabolism, and Nutrition, Department of Medicine, Duke University School of Medicine, Durham, North Carolina; Duke Cancer Institute, Duke Health, Durham, North Carolina
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Yamagami A, Iwama S, Kobayashi T, Zhou X, Yasuda Y, Okuji T, Ito M, Izuchi T, Ando M, Onoue T, Miyata T, Sugiyama M, Hagiwara D, Suga H, Banno R, Arima H. Changes in TgAb and TPOAb titers are greater in thyrotoxicosis than isolated hypothyroidism induced by PD-1 blockade. Endocr J 2024; 71:515-526. [PMID: 38599854 DOI: 10.1507/endocrj.ej23-0480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/12/2024] Open
Abstract
Anti-thyroglobulin antibodies (TgAb) and/or anti-thyroid peroxidase antibodies (TPOAb) positivity at baseline is a risk marker for thyroid immune-related adverse events (thyroid-irAEs) in anti-programmed cell death-1 antibody (PD-1-Ab) treatment; however, it is unknown if TgAb and TPOAb titers are associated with clinical characteristics of thyroid-irAEs. Among 586 patients treated with PD-1-Ab at Nagoya University Hospital between 2 November 2015 and 30 September 2021, 57 patients developed thyroid-irAEs (thyrotoxicosis [n = 38]; hypothyroidism without prior thyrotoxicosis {isolated hypothyroidism} [n = 19]) in whom thyroid function, and TgAb and TPOAb titers were determined at baseline and at the onset. The changes in TgAb (median, 54.8 vs. 0.2 IU/mL; p = 0.002) and TPOAb titers (31.6 vs. 0 IU/mL; p = 0.032) from baseline to onset of developing thyroid-irAEs were greater in patients with thyrotoxicosis than patients with isolated hypothyroidism. Higher TgAb and TPOAb titers, and the TgAb titer at baseline were associated with an earlier onset of thyrotoxicosis and higher peak free thyroxine levels, respectively. Twenty-eight patients who developed hypothyroidism after thyrotoxicosis had higher TgAb (54.5 vs. 10.7 IU/mL; p = 0.011) and TPOAb titers at baseline (46.1 vs. 9.0 IU/mL; p < 0.001) and greater changes in TgAb (61.7 vs. 7.8 IU/mL; p = 0.025) and TPOAb titers (52.8 vs. -0.8 IU/mL; p < 0.001) than patients who did not develop hypothyroidism. The TgAb titer at baseline and changes in the TgAb and TPOAb titers were greater in patients with thyrotoxicosis than patients with isolated hypothyroidism, suggesting that the magnitude of the thyroid autoimmune response reflects the clinical types of thyroid-irAEs.
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Affiliation(s)
- Ayana Yamagami
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Shintaro Iwama
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Tomoko Kobayashi
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Xin Zhou
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Yoshinori Yasuda
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Takayuki Okuji
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Masaaki Ito
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Tetsushi Izuchi
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Masahiko Ando
- Center for Advanced Medicine and Clinical Research, Nagoya University Hospital, Nagoya 466-8550, Japan
| | - Takeshi Onoue
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Takashi Miyata
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Mariko Sugiyama
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Daisuke Hagiwara
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Hidetaka Suga
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
| | - Ryoichi Banno
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
- Research Center of Health, Physical Fitness and Sports, Nagoya University, Nagoya 464-8601, Japan
| | - Hiroshi Arima
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya 466-8550, Japan
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Liang Y, Maeda O, Ando Y. Biomarkers for immune-related adverse events in cancer patients treated with immune checkpoint inhibitors. Jpn J Clin Oncol 2024; 54:365-375. [PMID: 38183211 DOI: 10.1093/jjco/hyad184] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 12/12/2023] [Indexed: 01/07/2024] Open
Abstract
Although immune checkpoint inhibitors have greatly improved cancer therapy, they also cause immune-related adverse events, including a wide range of inflammatory side effects resulting from excessive immune activation. Types of immune-related adverse events are diverse and can occur in almost any organ, with different frequencies and severities. Furthermore, immune-related adverse events may occur within the first few weeks after treatment or even several months after treatment discontinuation. Predictive biomarkers include blood cell counts and cell surface markers, serum proteins, autoantibodies, cytokines/chemokines, germline genetic variations and gene expression profiles, human leukocyte antigen genotype, microRNAs and the gut microbiome. Given the inconsistencies in research results and limited practical utility, there is to date no established biomarker that can be used in routine clinical practice, and additional investigations are essential to demonstrate efficacy and subsequently facilitate integration into routine clinical use.
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Affiliation(s)
- Yao Liang
- Department of Clinical Oncology and Chemotherapy, Nagoya University Hospital, Nagoya, Aichi, Japan
| | - Osamu Maeda
- Department of Clinical Oncology and Chemotherapy, Nagoya University Hospital, Nagoya, Aichi, Japan
| | - Yuichi Ando
- Department of Clinical Oncology and Chemotherapy, Nagoya University Hospital, Nagoya, Aichi, Japan
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Tsai K, Ma H, Liang TZ, Xing Y, Chung S, Dorff T, Bell D, Lechner MG. The Combined Effect of Immune Checkpoint Inhibitors and Tyrosine Kinase Inhibitors on Thyroid Function. Thyroid 2024; 34:158-166. [PMID: 38069567 PMCID: PMC10884548 DOI: 10.1089/thy.2023.0542] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2024]
Abstract
Background: Recent successes with immune checkpoint inhibitors (ICIs) and tyrosine kinase inhibitors (TKIs) for the treatment of solid malignancies have paved the way for a new era of combined therapy. A common side effect seen with each of these classes of treatment is thyroid dysfunction, with rates estimated at 30-40% for TKI and 10-20% for ICI. However, little is known about the effect of combined ICI+TKI therapy on thyroid function. Therefore, this study evaluated the incidence, clinical features, and risk factors for developing thyroid abnormalities during ICI+TKI therapy and the relationship to cancer outcomes. Methods: We conducted a retrospective cohort study of patients treated with combination ICI+TKI cancer therapy at City of Hope Comprehensive Cancer Center from 2017 to 2023 who had pretreatment normal thyrotropin (TSH) levels. Primary analyses assessed the frequency, timing, and severity of thyroid function test abnormalities during ICI+TKI cancer therapy, and the requirement for thyroid hormone replacement. Secondary analyses evaluated risk factors for the development of thyroid dysfunction, including sex and drug regimen, and the association with cancer progression-free survival or overall survival. Univariable and multivariable models were used. Results: There were 106 patients who received ICI+TKI therapy with a median age of 63.5 years and a median follow-up of 12.8 months (interquartile range [IQR] 5.9-20.9). Notably, 63.2% (67/106) developed thyroid function abnormalities during ICI+TKI therapy, including 11 (10.4%) with hyperthyroidism, 42 (39.6%) with subclinical hypothyroidism (SCHypo), and 14 (13.2%) with overt hypothyroidism. The onset of thyroid dysfunction occurred at a median of 7 weeks (IQR 3.1-9.0) after start of ICI+TKI treatment for hyperthyroidism, 8.0 weeks (IQR 3.0-19.0) for SCHypo, and 8.1 weeks (IQR 5.9-9.1) for overt or worsening hypothyroidism. Hyperthyroidism resolved to hypothyroidism or normal TSH without intervention in all subjects, suggesting thyroiditis, and hypothyroidism was readily treated with thyroid hormone replacement. Conclusions: Thyroid dysfunction is a frequent adverse event in individuals treated with combination ICI+TKI therapy, with our data suggesting a rapid onset and higher incidence than previously seen with ICI or TKI therapy alone. Therefore, close monitoring of thyroid function during initial therapy and multidisciplinary care with endocrinology are recommended to facilitate early detection and initiation of thyroid hormone replacement in these patients.
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Affiliation(s)
- Karen Tsai
- Department of Diabetes, Endocrinology and Metabolism, City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Huiyan Ma
- Division of Biostatistics, Department of Computational and Quantitative Medicine, Beckman Research Institute of City of Hope, Duarte, California, USA
| | - Tom Z. Liang
- Department of Pathology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA
| | - Yan Xing
- Department of Medical Oncology, and City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Samuel Chung
- Department of Medical Oncology, and City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Tanya Dorff
- Department of Medical Oncology, and City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Diana Bell
- Department of Pathology, City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Melissa G. Lechner
- Division of Endocrinology, UCLA Geffen School of Medicine, Los Angeles, California, USA
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Galligan A, Wallace R, Krishnamurthy B, Kay TWH, Sachithanandan N, Chiang C, Sandhu S, Hicks RJ, Iravani A. Increased Thyroidal Activity on Routine FDG-PET/CT after Combination Immune Checkpoint Inhibition: Temporal Associations with Clinical and Biochemical Thyroiditis. Cancers (Basel) 2023; 15:5803. [PMID: 38136348 PMCID: PMC10741830 DOI: 10.3390/cancers15245803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 11/30/2023] [Accepted: 12/07/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND FDG-PET/CT used for immune checkpoint inhibitor (ICI) response assessment can incidentally identify immune-related adverse events (irAEs), including thyroiditis. This study aimed to correlate the time course of FDG-PET/CT evidence of thyroiditis with clinical and biochemical evolution of thyroid dysfunction. METHODS A retrospective review was performed by two independent blinded nuclear medicine physicians (NMPs) of thyroidal FDG uptake in 127 patients who underwent PET/CT between January 2016 and January 2019 at baseline and during treatment monitoring of combination ICI therapy for advanced melanoma. Interobserver agreement was assessed and FDG-PET/CT performance defined by a receiver-operating characteristic (ROC) curve using thyroid function tests (TFTs) as the standard of truth. Thyroid maximum standardized uptake value (SUVmax) and its temporal changes with respect to the longitudinal biochemistry were serially recorded. RESULTS At a median of 3 weeks after commencing ICI, 43/127 (34%) had a diagnosis of thyroiditis established by abnormal TFTs. FDG-PET/CT was performed at baseline and at a median of 11 weeks (range 3-32) following the start of therapy. ROC analysis showed an area under the curve of 0.87 (95% CI 0.80, 0.94) for FDG-PET/CT for detection of thyroiditis with a positive predictive value of 93%. Among patients with biochemical evidence of thyroiditis, those with a positive FDG-PET/CT were more likely to develop overt hypothyroidism (77% versus 35%, p < 0.01). In the evaluation of the index test, there was an almost perfect interobserver agreement between NMPs of 93.7% (95% CI 89.4-98.0), kappa 0.83. CONCLUSION Increased metabolic activity of the thyroid on routine FDG-PET/CT performed for tumoral response of patients undergoing ICI therapy is generally detected well after routine biochemical diagnosis. Elevation of FDG uptake in the thyroid is predictive of overt clinical hypothyroidism and suggests that an ongoing robust inflammatory response beyond the initial thyrotoxic phase may be indicative of thyroid destruction.
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Affiliation(s)
- Anna Galligan
- Department of Endocrinology and Diabetes, St Vincent’s Hospital Melbourne, Melbourne, VIC 3065, Australia; (B.K.); (T.W.H.K.); (N.S.)
- Department of Medicine, St Vincent’s Hospital Medical School, University of Melbourne, Melbourne, VIC 3010, Australia;
- Immunology and Diabetes Unit, St. Vincent’s Institute of Medical Research, Fitzroy, VIC 3065, Australia
| | - Roslyn Wallace
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia; (R.W.); (S.S.)
| | - Balasubramanian Krishnamurthy
- Department of Endocrinology and Diabetes, St Vincent’s Hospital Melbourne, Melbourne, VIC 3065, Australia; (B.K.); (T.W.H.K.); (N.S.)
- Department of Medicine, St Vincent’s Hospital Medical School, University of Melbourne, Melbourne, VIC 3010, Australia;
- Immunology and Diabetes Unit, St. Vincent’s Institute of Medical Research, Fitzroy, VIC 3065, Australia
| | - Thomas W. H. Kay
- Department of Endocrinology and Diabetes, St Vincent’s Hospital Melbourne, Melbourne, VIC 3065, Australia; (B.K.); (T.W.H.K.); (N.S.)
- Department of Medicine, St Vincent’s Hospital Medical School, University of Melbourne, Melbourne, VIC 3010, Australia;
- Immunology and Diabetes Unit, St. Vincent’s Institute of Medical Research, Fitzroy, VIC 3065, Australia
| | - Nirupa Sachithanandan
- Department of Endocrinology and Diabetes, St Vincent’s Hospital Melbourne, Melbourne, VIC 3065, Australia; (B.K.); (T.W.H.K.); (N.S.)
- Department of Medicine, St Vincent’s Hospital Medical School, University of Melbourne, Melbourne, VIC 3010, Australia;
- Department of Internal Medicine, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia;
| | - Cherie Chiang
- Department of Internal Medicine, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia;
- Department of Medicine, Royal Melbourne Hospital Medical School, University of Melbourne, Melbourne, VIC 3010, Australia
| | - Shahneen Sandhu
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC 3052, Australia; (R.W.); (S.S.)
- The Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC 3010, Australia
| | - Rodney J. Hicks
- Department of Medicine, St Vincent’s Hospital Medical School, University of Melbourne, Melbourne, VIC 3010, Australia;
| | - Amir Iravani
- Department of Cancer Imaging, Peter MacCallum Cancer Centre, Melbourne, VIC 3000, Australia;
- Department of Radiology, University of Washington, Seattle, WA 98195, USA
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Nervo A, Ferrari M, Gruosso G, Migliore E, Basile S, D'Angelo V, Roux A, Piovesan A, Arvat E. Immune-related thyroid dysfunctions during anti PD-1/PD-L1 inhibitors: new evidence from a single centre experience. Clin Exp Med 2023; 23:4817-4824. [PMID: 37103651 DOI: 10.1007/s10238-023-01082-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Accepted: 04/20/2023] [Indexed: 04/28/2023]
Abstract
The role of anti-thyroid peroxidase antibodies (anti-TPO Abs) in the development of abnormal thyroid function tests (DYSTHYR) during treatment with immune checkpoint inhibitors (ICIs) is not fully understood; moreover, controversial data exist about the relationship between ICI-related thyroid dysfunction (TD) and survival. We retrospectively analyzed the onset or the worsening of DYSTHYR in patients treated with programmed cell death protein-1 (PD-1) or its ligand (PD-L1) inhibitors between 2017 and 2020. In patients without previous TD, we focused on the association between baseline anti-TPO Abs level and DYSTHYR. Furthermore, the relationship between DYSTHYR and progression-free survival (PFS) or overall survival (OS) was explored. We included 324 patients treated with anti PD-1 (95.4%) or anti PD-L1 inhibitors. After a median of 3.3 months, DYSTHYR was registered in 24.7%, mostly hypothyroidism alone (17%). Patients with pre-existing TD (14.5% of the sample) were at higher risk of DYSTHYR compared to patients without previous TD (adjusted OR 2.44; 95% IC 1.26-4.74). In patients without known previous TD, high anti-TPO Abs level, even below the positivity cut-off, was a risk factor for developing DYSTHYR (adjusted OR 5.52; 95% IC 1.47-20.74). DYSTHYR was associated with a longer 12-month OS (87.3% vs 73.5%, p = 0.03); no statistically significant difference in terms of PFS was observed between the DYSTHYR+ and DYSTHYR- group. DYSTHYR is common during anti PD-1/anti PD-L1 treatment, especially in patients with pre-existing TD. In subjects without known previous TD, high anti-TPO Abs level at baseline can be a predictive biomarker of DYSTHYR. An improved OS is observed in patients with anti PD-1/anti PD-L1-induced DYSTHYR.
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Affiliation(s)
- Alice Nervo
- Oncological Endocrinology Unit, Department of Oncology, Città della Salute e della Scienza Hospital, University of Turin, Via Genova 3, 10126, Turin, Italy.
| | - Matteo Ferrari
- Oncological Endocrinology Unit, Department of Oncology, Città della Salute e della Scienza Hospital, University of Turin, Via Genova 3, 10126, Turin, Italy
| | - Giovanni Gruosso
- Oncological Endocrinology Unit, Department of Oncology, Città della Salute e della Scienza Hospital, University of Turin, Via Genova 3, 10126, Turin, Italy
| | - Enrica Migliore
- Cancer Epidemiology Unit, Department of Medical Sciences, Città della Salute e della Scienza Hospital, University of Turin, Turin, Italy
| | - Sara Basile
- Oncological Endocrinology Unit, Department of Oncology, Città della Salute e della Scienza Hospital, University of Turin, Via Genova 3, 10126, Turin, Italy
| | - Valentina D'Angelo
- Oncological Endocrinology Unit, Department of Oncology, Città della Salute e della Scienza Hospital, University of Turin, Via Genova 3, 10126, Turin, Italy
| | - Anna Roux
- Oncological Endocrinology Unit, Department of Oncology, Città della Salute e della Scienza Hospital, University of Turin, Via Genova 3, 10126, Turin, Italy
| | - Alessandro Piovesan
- Oncological Endocrinology Unit, Department of Oncology, Città della Salute e della Scienza Hospital, University of Turin, Via Genova 3, 10126, Turin, Italy
| | - Emanuela Arvat
- Oncological Endocrinology Unit, Department of Oncology, Città della Salute e della Scienza Hospital, University of Turin, Via Genova 3, 10126, Turin, Italy
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9
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Genta S, Lajkosz K, Yee NR, Spiliopoulou P, Heirali A, Hansen AR, Siu LL, Saibil S, Stayner LA, Yanekina M, Sauder MB, Keshavarzi S, Salawu A, Vornicova O, Butler MO, Bedard PL, Razak ARA, Rottapel R, Chruscinski A, Coburn B, Spreafico A. Autoimmune PaneLs as PrEdictors of Toxicity in Patients TReated with Immune Checkpoint InhibiTors (ALERT). J Exp Clin Cancer Res 2023; 42:276. [PMID: 37865776 PMCID: PMC10589949 DOI: 10.1186/s13046-023-02851-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 10/05/2023] [Indexed: 10/23/2023] Open
Abstract
BACKGROUND Immune-checkpoint inhibitors (ICI) can lead to immune-related adverse events (irAEs) in a significant proportion of patients. The mechanisms underlying irAEs development are mostly unknown and might involve multiple immune effectors, such as T cells, B cells and autoantibodies (AutoAb). METHODS We used custom autoantigen (AutoAg) microarrays to profile AutoAb related to irAEs in patients receiving ICI. Plasma was collected before and after ICI from cancer patients participating in two clinical trials (NCT03686202, NCT02644369). A one-time collection was obtained from healthy controls for comparison. Custom arrays with 162 autoAg were used to detect IgG and IgM reactivities. Differences of median fluorescent intensity (MFI) were analyzed with Wilcoxon sign rank test and Kruskal-Wallis test. MFI 500 was used as threshold to define autoAb reactivity. RESULTS A total of 114 patients and 14 healthy controls were included in this study. irAEs of grade (G) ≥ 2 occurred in 37/114 patients (32%). We observed a greater number of IgG and IgM reactivities in pre-ICI collections from patients versus healthy controls (62 vs 32 p < 0.001). Patients experiencing irAEs G ≥ 2 demonstrated pre-ICI IgG reactivity to a greater number of AutoAg than patients who did not develop irAEs (39 vs 33 p = 0.040). We observed post-treatment increase of IgM reactivities in subjects experiencing irAEs G ≥ 2 (29 vs 35, p = 0.021) and a decrease of IgG levels after steroids (38 vs 28, p = 0.009). CONCLUSIONS Overall, these results support the potential role of autoAb in irAEs etiology and evolution. A prospective study is ongoing to validate our findings (NCT04107311).
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Affiliation(s)
- Sofia Genta
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Katherine Lajkosz
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Noelle R Yee
- Toronto General Research Institute, University Health Network Toronto, Toronto, ON, Canada
| | - Pavlina Spiliopoulou
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Alya Heirali
- Toronto General Research Institute, University Health Network Toronto, Toronto, ON, Canada
| | - Aaron R Hansen
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Lillian L Siu
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Sam Saibil
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Lee-Anne Stayner
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Maryia Yanekina
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Maxwell B Sauder
- Division of Dematology, Department of Medicine, University of Toronto, Toronto, ON, Canada
| | - Sareh Keshavarzi
- Department of Biostatistics, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Abdulazeez Salawu
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Olga Vornicova
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Marcus O Butler
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Philippe L Bedard
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Albiruni R Abdul Razak
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Robert Rottapel
- Department of Immunology, University of Toronto, Toronto, ON, Canada
| | | | - Bryan Coburn
- Toronto General Research Institute, University Health Network Toronto, Toronto, ON, Canada
| | - Anna Spreafico
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada.
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10
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Burnett DL, Barnet MB, Moxon A, Tsang V, Samaras K. Editorial: Decoding checkpoint inhibitor-induced immune-related adverse events, volume II. Front Endocrinol (Lausanne) 2023; 14:1317220. [PMID: 37929033 PMCID: PMC10622750 DOI: 10.3389/fendo.2023.1317220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 10/11/2023] [Indexed: 11/07/2023] Open
Affiliation(s)
- Deborah L. Burnett
- Immunology Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
| | - Megan B. Barnet
- Immunology Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
- Department of Medical Oncology, St Vincent’s Hospital, Darlinghurst, NSW, Australia
| | - Ania Moxon
- Immunology Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Venessa Tsang
- Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia
- Department of Endocrinology, Royal North Shore Hospital, St Leonards, NSW, Australia
| | - Katherine Samaras
- School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales (UNSW), Sydney, NSW, Australia
- Department of Endocrinology, St Vincent’s Hospital, Darlinghurst, NSW, Australia
- Clinical Obesity, Nutrition, and Adipose Biology Lab, Clinical Science Pillar, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
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11
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Curkovic NB, Johnson DB. Updates in toxicities associated with immune checkpoint inhibitors. Expert Rev Clin Immunol 2023; 19:1117-1129. [PMID: 37276071 PMCID: PMC10527235 DOI: 10.1080/1744666x.2023.2221434] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 05/31/2023] [Indexed: 06/07/2023]
Abstract
INTRODUCTION Immune checkpoint inhibitors (ICIs) have become a pillar of treatment for numerous cancers with increasing use in combination with other ICIs and in earlier stages of disease treatment. Although effective, ICI use is accompanied by a milieu of potentially bothersome or even life-threatening toxicities known as immune-related adverse events (irAEs), necessitating careful monitoring and early intervention. AREAS COVERED In this review, we provide an overview of recent advances surrounding toxicity pathophysiology and treatment in the context of relevant organ systems. An emphasis on current treatments by toxicity, as well as updates on steroid-refractory toxicities, chronic toxicities, and biomarkers will be a focus of this update on the current understanding of irAEs. EXPERT OPINION ICI toxicities are a major limitation on the deployment of multi-agent ICI regimens and are thus a major priority to understand, treat, and prevent. Recent developments have led to greater understanding of the pathophysiology of these events, which may lead to improved prevention or mitigation strategies. Further, early studies have also suggested steroid-sparing approaches that may be useful. Ultimately, preventing and managing irAEs will be a key goal toward successful ICI treatment across a broader range of patients with cancer.
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Affiliation(s)
| | - Douglas B. Johnson
- Department of Hematology/Oncology, Vanderbilt University Medical Center, Nashville, Tennessee
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12
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Cao T, Zhou X, Wu X, Zou Y. Cutaneous immune-related adverse events to immune checkpoint inhibitors: from underlying immunological mechanisms to multi-omics prediction. Front Immunol 2023; 14:1207544. [PMID: 37497220 PMCID: PMC10368482 DOI: 10.3389/fimmu.2023.1207544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 06/05/2023] [Indexed: 07/28/2023] Open
Abstract
The development of immune checkpoint inhibitors (ICIs) has dramatically altered the landscape of therapy for multiple malignancies, including urothelial carcinoma, non-small cell lung cancer, melanoma and gastric cancer. As part of their anti-tumor properties, ICIs can enhance susceptibility to inflammatory side effects known as immune-related adverse events (irAEs), in which the skin is one of the most commonly and rapidly affected organs. Although numerous questions still remain unanswered, multi-omics technologies have shed light into immunological mechanisms, as well as the correlation between ICI-induced activation of immune systems and the incidence of cirAE (cutaneous irAEs). Therefore, we reviewed integrated biological layers of omics studies combined with clinical data for the prediction biomarkers of cirAEs based on skin pathogenesis. Here, we provide an overview of a spectrum of dermatological irAEs, discuss the pathogenesis of this "off-tumor toxicity" during ICI treatment, and summarize recently investigated biomarkers that may have predictive value for cirAEs via multi-omics approach. Finally, we demonstrate the prognostic significance of cirAEs for immune checkpoint blockades.
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13
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Kotwal A, Perlman JE, Goldner WS, Marr A, Mammen JS. Endocrine Dysfunction From Immune Checkpoint Inhibitors: Pearls and Pitfalls in Evaluation and Management. JCO Oncol Pract 2023:OP2300023. [PMID: 37023383 DOI: 10.1200/op.23.00023] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023] Open
Abstract
Immune checkpoint inhibitors (ICPis) have proven extremely efficacious in cancer therapy but also lead to a plethora of immune-related adverse events (irAEs). The endocrine irAEs are not only quite common but also may pose a challenge to the clinician while managing a patient with cancer treated with ICPis. The clinical features of endocrine dysfunction are usually nonspecific and may overlap with concurrent illnesses, underlying the importance of accurate hormone testing and efforts toward case-finding. The management of endocrine irAEs is unique in the focus being on hormone replacement rather than curtailing the autoimmune process. Although the management of thyroid irAEs appears straightforward, adrenal insufficiency and insulin-dependent diabetes can be life-threatening if not promptly recognized and treated. This clinical review synthesizes the studies to provide pearls and pitfalls in the evaluation and management of endocrine irAEs with specific reference to guidelines from oncologic societies.
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Affiliation(s)
- Anupam Kotwal
- Division of Diabetes, Endocrinology, and Metabolism, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE
| | - Jordan E Perlman
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Johns Hopkins University Medical Center, Baltimore, MD
| | - Whitney S Goldner
- Division of Diabetes, Endocrinology, and Metabolism, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE
| | - Alissa Marr
- Division of Oncology and Hematology, Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE
| | - Jennifer S Mammen
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Johns Hopkins University Medical Center, Baltimore, MD
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14
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Predictive Biomarkers for Immune-Related Endocrinopathies following Immune Checkpoint Inhibitors Treatment. Cancers (Basel) 2023; 15:cancers15020375. [PMID: 36672324 PMCID: PMC9856539 DOI: 10.3390/cancers15020375] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 01/03/2023] [Accepted: 01/05/2023] [Indexed: 01/09/2023] Open
Abstract
In recent years, in the context of the increase in the life expectancy of cancer patients, special attention has been given to immunotherapy and, indeed, to immune checkpoint inhibitors. The use of immune checkpoint inhibitors has increased rapidly, and approximately 40% of cancer patients are eligible for this treatment. Although their impact is valuable on cancer treatment, immune checkpoint inhibitors come with side effects, known as immune-related adverse effects. These can affect many systems, including cutaneous, musculoskeletal, cardiovascular, gastrointestinal, endocrine, neural, and pulmonary systems. In this review, we focus on immune-related endocrinopathies that affect around 10% of all treated patients. Endocrine dysfunctions can manifest as hypophysitis, thyroid dysfunction, hypoparathyroidism, insulin-deficient diabetes mellitus, and primary adrenal insufficiency. Currently, there are multiple ongoing clinical trials that aim to identify possible predictive biomarkers for immune-related adverse effects. The design of those clinical trials relies on collecting a variety of biological specimens (tissue biopsy, blood, plasma, saliva, and stool) at baseline and regular intervals during treatment. In this review, we present the predictive biomarkers (such as antibodies, hormones, cytokines, human leukocyte antigens, and eosinophils) that could potentially be utilized in clinical practice in order to predict adverse effects and manage them appropriately.
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15
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Iwamoto Y, Kimura T, Iwamoto H, Sanada J, Fushimi Y, Katakura Y, Tatsumi F, Shimoda M, Nakanishi S, Mune T, Kaku K, Kaneto H. Incidence of endocrine-related immune-related adverse events in Japanese subjects with various types of cancer. Front Endocrinol (Lausanne) 2023; 14:1079074. [PMID: 36755909 PMCID: PMC9899881 DOI: 10.3389/fendo.2023.1079074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 01/09/2023] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs), such as cytotoxic T lymphocyte antigen-4 (CTLA-4) inhibitors, programmed cell death protein 1 (PD-1) inhibitors, and programmed cell death protein 1 ligand 1 (PD-L1) inhibitors, are often used to treat a variety of malignancies. ICIs are known to cause endocrine-related immune-related adverse events (irAEs), but the incidence varies among reports and/or agents. This study evaluated the incidence of endocrine-related irAEs in patients who were treated with ICIs in Japan. METHOD This single-center, retrospective, observational study examined the incidence and clinical characteristics of endocrine-related irAEs in 466 participants who were treated with ICIs at Kawasaki Medical School Hospital. RESULT The mean age of participants with and without endocrine-related irAEs was 69.1 ± 1.8 years and 68.1 ± 1.1 years, respectively, with no difference between them. The overall incidence of any endocrine-related irAEs among the participants was 25.5%. Hypothyroidism was prevalent in 24.3%, hypoadrenocorticism in 3.2%, hypopituitarism in 0.9%, and insulin-dependent diabetes mellitus in 1.1%. Participants receiving combination therapy with CTLA-4 and PD-1 inhibitors had a significantly higher incidence of endocrine-related irAEs than those receiving monotherapy. CONCLUSION Endocrine-related irAEs correlated significantly with survival and mean observation period. There was substantial difference in the incidence of endocrine-related irAEs among various types of ICIs and types of cancer. We should bear in mind that endocrine testing is necessary during the treatment with ICIs.
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16
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Pani F, Yasuda Y, Rousseau ST, Bermea KC, Roshanmehr S, Wang R, Yegnasubramanian S, Caturegli P, Adamo L. Preconditioning of the immune system modulates the response of papillary thyroid cancer to immune checkpoint inhibitors. J Immunother Cancer 2022; 10:jitc-2022-005538. [PMID: 36521928 PMCID: PMC9756278 DOI: 10.1136/jitc-2022-005538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/15/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND The response of solid tumors such as papillary thyroid cancer (PTC) to immune checkpoint inhibitors (ICIs) is highly variable. The biological basis of this variability remains unknown. METHODS To test the hypothesis that preconditioning of the immune system modulates the therapeutic effect of ICIs, we used a murine model where PTC and iodine exacerbated thyroiditis (IET) can be induced in a temporally predictable fashion. A total of 122 mice were divided into 3 experimental groups. In the first one, named concomitant IET and PTC (No.=40), IET, and PTC were induced at the same time; in the second one, named pre-existing IET (No.=44), IET was induced prior to the induction of PTC; in the third one, named no IET (No.=38), only PTC was induced. Following disease induction, mice of each group were treated with anti-PD-1 antibody, anti-lymphocyte activation gene 3 antibody (anti-Lag3), anti-T-cell immunoglobulin and mucin domain 3 antibody (anti-Tim3), or IgG control. Ten weeks after the initial ICI injection, mice were sacrificed to collect the thyroid gland for histological analysis, to quantify the incidence and burden of PTC, and to perform high-throughput single-cell RNA sequencing of infiltrating CD45+ cells. RESULTS In the concomitant IET and PTC group, ICI treatment reduced PTC incidence (p=0.002 comparing treatment with any ICI vs control), while it had no effect in the pre-existing IET and no IET groups. Single-cell sequencing of thyroidal CD45+ cells showed that the different ICIs tested had both specific and shared effects on all the components of the thyroidal immune cell infiltrate. The shared effect of the tested ICIs was dependent on the presence of pre-existing versus concomitant IET. In the context of concomitant IET, ICI treatment resulted in the modulation of a greater number of pathways related to both innate and adaptive immunity. CONCLUSIONS Response to ICIs depends on the status of the immune system of the treated individual. Modulation of the immune system should be explored as a tool to improve response to ICIs in patients with PTC or other forms of cancer.
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Affiliation(s)
- Fabiana Pani
- Division of Cardiology, Department of Internal Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA,GRC No. 16, GRC Tumeurs Thyroïdiennes, Thyroid and Endocrine Tumors Department; Pitié-Salpêtrière Hospital, Sorbonne Université, Paris, France
| | - Yoshinori Yasuda
- Department of Endocrinology and Diabetes, Nagoya University Graduate School of Medicine, Nagoya, Japan,Division of Immunology, Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Sylvie T Rousseau
- Division of Cardiology, Department of Internal Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kevin C Bermea
- Division of Cardiology, Department of Internal Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Solmaz Roshanmehr
- Division of Immunology, Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Rulin Wang
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Srinivasan Yegnasubramanian
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Patrizio Caturegli
- Division of Immunology, Department of Pathology, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Luigi Adamo
- Division of Cardiology, Department of Internal Medicine, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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17
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Seervai RNH, Sinha A, Kulkarni RP. Mechanisms of dermatologic toxicities to immune checkpoint inhibitor cancer therapies. Clin Exp Dermatol 2022; 47:1928-1942. [PMID: 35844072 DOI: 10.1111/ced.15332] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/11/2022] [Indexed: 11/30/2022]
Abstract
The discovery of immune checkpoint inhibition (ICI) sparked a revolution in the era of targeted anticancer therapy. While monoclonal antibodies targeting the CTLA-4 and PD-1 axes have improved survival in patients with advanced cancers, these immunotherapies are associated with a wide spectrum of dermatologic immune-related adverse events (irAEs). Several publications have addressed the clinical and histopathologic classification of these skin-directed irAEs, their impact on antitumor immunity and survival, and the critical role of supportive oncologic dermatology in their management. Here, we review the current understanding of the mechanistic drivers of immune-related skin toxicities with a focus on inflammatory, immunobullous, melanocyte/pigment-related reactions. We detail the specific immune-based mechanisms that may underlie different cutaneous reactions. We also discuss potential mechanisms as they relate to non-cutaneous irAEs and potential overlap with cutaneous irAEs, techniques to study differences in immune-related versus de novo skin reactions, and how treatment of these adverse events impacts cancer treatment, patient quality of life, and overall survival. An improved understanding of the mechanistic basis of cutaneous irAEs will allow us to develop and utilize blood-based biomarkers that could help ultimately predict onset and/or severity of these irAEs and to implement rational mechanistic-based treatment strategies that are targeted to the irAEs while potentially avoiding abrogating anti-tumor effect of ICIs.
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Affiliation(s)
- Riyad N H Seervai
- Department of Internal Medicine, Providence Portland Medical Center, Portland, Oregon, 97213.,Medical Scientist Training Program, Baylor College of Medicine, 77030, Houston, Texas, USA.,Department of Dermatology, Baylor College of Medicine, 77030, Houston, Texas, USA
| | - Avilasha Sinha
- Department of Dermatology, Baylor College of Medicine, 77030, Houston, Texas, USA.,Department of Medicine, Baylor College of Medicine, 77030, Houston, Texas, USA
| | - Rajan P Kulkarni
- Department of Dermatology, Oregon Health and Science University, Portland, Oregon 97239, USA.,Department of Biomedical Engineering, Oregon Health and Science University, 97239, Portland, OR.,Cancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, 97239, Portland, OR.,Operative Care Division, VA Portland Health Care System, 92739, Portland, OR
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18
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Yuen KCJ, Samson SL, Bancos I, Gosmanov AR, Jasim S, Fecher LA, Weber JS. AMERICAN ASSOCIATION OF CLINICAL ENDOCRINOLOGY (AACE) DISEASE STATE CLINICAL REVIEW EVALUATION AND MANAGEMENT OF IMMUNE CHECKPOINT INHIBITOR-MEDIATED ENDOCRINOPATHIES: A PRACTICAL CASE-BASED CLINICAL APPROACH. Endocr Pract 2022; 28:719-731. [PMID: 35477029 DOI: 10.1016/j.eprac.2022.04.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 04/14/2022] [Accepted: 04/18/2022] [Indexed: 12/17/2022]
Abstract
OBJECTIVE The aim of this case-based clinical review is to provide a practical approach for clinicians regarding the management of patients with immune checkpoint inhibitor (ICI)-mediated endocrinopathies. METHODS A literature search was conducted using PubMed, Embase and Scopus, and appropriate keywords. The discussions and strategies for diagnosis and management of ICI-mediated endocrinopathies are based on evidence available from prospective randomized clinical studies, cohort studies, cross-sectional studies, case-based studies, and expert consensus. RESULTS Immunotherapy with ICIs has transformed the treatment landscape of diverse cancer types, but frequently results in immune-mediated endocrinopathies that can cause acute and persistent morbidity, and rarely, death. The patterns of endocrinopathies differ between inhibitors of the CTLA-4 and PD-1/PD-L1 pathways, but most often involve the thyroid and pituitary glands. Less common but important presentations include insulin-deficient diabetes mellitus, primary adrenal insufficiency, primary hypoparathyroidism, central diabetes insipidus, primary hypogonadism, and pancreatitis with or without subsequent progression to diabetes or exocrine insufficiency. CONCLUSION In recent years, with increasing numbers of cancer patients being treated with ICIs, more clinicians in a variety of specialties are called upon to diagnose and treat ICI-mediated endocrinopathies. Herein, we review case scenarios of various clinical manifestations, and emphasize the need for a high index of clinical suspicion by all clinicians caring for these patients including endocrinologists, oncologists, primary care providers, and emergency department physicians. We also provide diagnostic and therapeutic approaches for ICI-induced endocrinopathies, and we propose that patients on ICI-therapy be evaluated and treated in a multidisciplinary team in collaboration with endocrinologists.
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Affiliation(s)
- Kevin C J Yuen
- Co-Chair of Task Force; Professor of Medicine, Department of Medicine, University of Arizona College of Medicine and Creighton School of Medicine, Phoenix, Arizona.
| | - Susan L Samson
- Co-Chair of Task Force; Senior Associate Consultant, Division of Endocrinology, Diabetes and Metabolism, Mayo Clinic, Jacksonville, Florida
| | - Irina Bancos
- Associate Professor of Medicine; Associate Program Director, Endocrinology Fellowship Program, Division of Endocrinology, Metabolism and Nutrition, Mayo Clinic, Rochester, MN
| | - Aidar R Gosmanov
- Professor of Medicine, Division of Endocrinology, Albany Medical College; Chief, Endocrinology Section, Stratton VAMC, Albany, NY
| | - Sina Jasim
- Associate Professor of Medicine, Washington University in St. Louis, School of Medicine, Division of Endocrinology, Metabolism and Lipid Research, St. Louis, Missouri
| | - Leslie A Fecher
- ASCO Representative, Associate Professor of Medicine and Dermatology, University of Michigan, Rogel Cancer Center, Ann Arbor, Michigan
| | - Jeffrey S Weber
- ASCO Representative, Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York, New York
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19
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Muir CA, Tsang VHM, Menzies AM, Clifton-Bligh RJ. Immune Related Adverse Events of the Thyroid - A Narrative Review. Front Endocrinol (Lausanne) 2022; 13:886930. [PMID: 35692394 PMCID: PMC9178092 DOI: 10.3389/fendo.2022.886930] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 04/25/2022] [Indexed: 01/07/2023] Open
Abstract
Immune checkpoints are small molecules present on the cell surface of T-lymphocytes. They maintain self-tolerance and regulate the amplitude and duration of T-cell responses. Antagonism of immune checkpoints with monoclonal antibodies (immune checkpoint inhibitors) is a rapidly evolving field of anti-cancer immunotherapy and has become standard of care in management of many cancer subtypes. Immune checkpoint inhibition is an effective cancer treatment but can precipitate immune related adverse events (irAEs). Thyroid dysfunction is the most common endocrine irAE and can occur in up to 40% of treated patients. Both thyrotoxicosis and hypothyroidism occur. The clinical presentation and demographic associations of thyrotoxicosis compared to hypothyroidism suggest unique entities with different etiologies. Thyroid irAEs, particularly overt thyrotoxicosis, are associated with increased immune toxicity in other organ systems, but also with longer progression-free and overall survival. Polygenic risk scores using susceptibility loci associated with autoimmune thyroiditis predict development of checkpoint inhibitor associated irAEs, suggesting potentially shared mechanisms underpinning their development. Our review will provide an up-to-date summary of knowledge in the field of thyroid irAEs. Major focus will be directed toward pathogenesis (including genetic factors shared with autoimmune thyroid disease), demographic associations, clinical presentation and course, treatment, and the relationship with cancer outcomes.
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Affiliation(s)
- Christopher A. Muir
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- *Correspondence: Christopher A. Muir,
| | - Venessa H. M. Tsang
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Cancer Genetics, Kolling Institute of Medical Research, Sydney, NSW, Australia
- Department of Endocrinology, Royal North Shore Hospital, Sydney, NSW, Australia
| | - Alexander M. Menzies
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Melanoma Institute Australia, The University of Sydney, Sydney, NSW, Australia
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, NSW, Australia
- Department of Medical Oncology, Mater Hospital, Sydney, NSW, Australia
| | - Roderick J. Clifton-Bligh
- Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
- Cancer Genetics, Kolling Institute of Medical Research, Sydney, NSW, Australia
- Department of Endocrinology, Royal North Shore Hospital, Sydney, NSW, Australia
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