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Wei XC, Guo YY, Zhang Y, Bu YS, Zhang FY. Factors associated with immune-related thyroid dysfunction induced by PD-1/PD-L1 inhibitors in cancer patients: an observational study. J Chemother 2024; 36:654-661. [PMID: 38240051 DOI: 10.1080/1120009x.2024.2305065] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 12/26/2023] [Accepted: 01/09/2024] [Indexed: 11/22/2024]
Abstract
This study aimed to identify the potential factors associated with immune thyroid dysfunction caused by programmed death 1 (PD-1)/programmed death ligand 1 (PD-L1) inhibitors in cancer patients. We conducted a retrospective study of thyroid immune-related adverse events (irAEs) in cancer patients treated with PD-1/PD-L1 inhibitors at Tianjin First Central Hospital from January 2020 to March 2023. Thyroid irAEs were characterized as hypothyroidism, hyperthyroidism and thyrotoxicosis followed by hypothyroidism. A total of 175 patients were screened in the study, of whom 48 patients (27%) developed thyroid irAEs (including 24 hypothyroidism, 11 hyperthyroidism and 13 thyrotoxicosis followed by hypothyroidism) following PD-1/PD-L1 inhibitors treatment. Multivariate logistic regression analysis showed that combination therapy with PD-1/PD-L1 inhibitors and tyrosine kinase inhibitors (lenvatinib/regorafenib) and high baseline anti-TPO level were associated with the development of thyroid irAEs caused by PD-1/PD-L1 inhibitors. The nomogram models showed good discriminant ability and could bring net benefits for more patients according to the decision curve analysis. However, the model needs to be further validated in other large cohorts.
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Affiliation(s)
- Xiao-Chen Wei
- Department of Pharmacy, Tianjin First Central Hospital, Tianjin, P.R. China
| | - Yuan-Yuan Guo
- Department of Pharmacy, Tianjin First Central Hospital, Tianjin, P.R. China
| | - Yi Zhang
- Department of Pharmacy, Tianjin First Central Hospital, Tianjin, P.R. China
| | - Yi-Shan Bu
- Department of Pharmacy, Tianjin First Central Hospital, Tianjin, P.R. China
| | - Feng-Ying Zhang
- Department of Pharmacy, Tianjin First Central Hospital, Tianjin, P.R. China
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2
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Spagnolo CC, Campo I, Campennì A, Cardile D, Cannavò S, Silvestris N, Santarpia M, Ruggeri RM. Challenges and pitfalls in the management of endocrine toxicities from immune checkpoint inhibitors: a case presentation of synchronous thyrotoxicosis and primary adrenal insufficiency in a melanoma patient. Hormones (Athens) 2024; 23:759-764. [PMID: 38421588 DOI: 10.1007/s42000-024-00535-0] [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] [Accepted: 02/09/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND Immune checkpoint inhibitors have revolutionized the therapeutic approach to several solid tumors, becoming the standard of care for cancer treatment in different disease settings. Despite the fact that these agents are better tolerated than conventional chemotherapy, their use is associated with a specific toxicity profile, so-called immune-related adverse events (irAEs), that can involve several organs. Endocrine irAEs are among the most frequent toxicities (around 10 to 16%) and include hypophysitis, thyroid disorders, adrenalitis, and diabetes mellitus. Some of them may be life-threatening if not promptly recognized (such as diabetic ketoacidosis and acute adrenal crisis). CASE PRESENTATION A 55-year-old woman with a personal history of euthyroid Hashimoto's thyroiditis was diagnosed with a metastatic melanoma, BRAF wild type. Under treatment with anti-PD-1 pembrolizumab, she developed thyrotoxicosis followed by hypothyroidism due to destructive thyroiditis and concurrent primary adrenal insufficiency due to adrenalitis. CONCLUSIONS The simultaneous occurrence of adrenal and thyroid autoimmune diseases, resembling autoimmune polyendocrine syndrome type 2, may occur as a rare but serious side effect of ICI treatment. It often presents with abrupt onset and rapid evolution towards polyglandular insufficiency. Physicians should be aware of the potential association of two or more endocrine disorders and careful monitoring of endocrine function is needed during ICI therapy.
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Affiliation(s)
- Calogera Claudia Spagnolo
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, AOU G. Martino, V. Consolare Valeria 1, 98125, Messina, Italy
| | - Irene Campo
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, AOU G. Martino, V. Consolare Valeria 1, 98125, Messina, Italy
| | - Alfredo Campennì
- Unit of Nuclear Medicine, Department of Biomedical and Dental Sciences and Morpho-Functional Imaging, University of Messina, 98125, Messina, Italy
| | - Davide Cardile
- Unit of Nuclear Medicine, Department of Biomedical and Dental Sciences and Morpho-Functional Imaging, University of Messina, 98125, Messina, Italy
| | - Salvatore Cannavò
- Endocrinology Unit, Department of Human Pathology of Adulthood and Childhood DETEV, University of Messina, 98125, Messina, Italy
| | - Nicola Silvestris
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, AOU G. Martino, V. Consolare Valeria 1, 98125, Messina, Italy
| | - Mariacarmela Santarpia
- Medical Oncology Unit, Department of Human Pathology "G. Barresi", University of Messina, AOU G. Martino, V. Consolare Valeria 1, 98125, Messina, Italy.
| | - Rosaria Maddalena Ruggeri
- Endocrinology Unit, Department of Human Pathology of Adulthood and Childhood DETEV, University of Messina, 98125, Messina, Italy
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3
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Kani ER, Karaviti E, Karaviti D, Gerontiti E, Paschou IA, Saltiki K, Stefanaki K, Psaltopoulou T, Paschou SA. Pathophysiology, diagnosis, and management of immune checkpoint inhibitor-induced diabetes mellitus. Endocrine 2024:10.1007/s12020-024-04050-5. [PMID: 39316333 DOI: 10.1007/s12020-024-04050-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Accepted: 09/14/2024] [Indexed: 09/25/2024]
Abstract
Immune Checkpoint Inhibitors (ICIs) have revolutionized cancer treatment, offering hope for patients with various malignancies. However, along with their remarkable anticancer effects, ICIs can also trigger immune-related adverse events (irAEs). One such noteworthy complication is the development of Diabetes Mellitus (DM), which particularly resembles Type 1 Diabetes Mellitus (T1DM). The aim of this review is to provide insights into the epidemiology, pathophysiology, diagnostic issues, and treatment considerations of ICI-induced DM (ICI-DM), emphasizing the importance of early recognition and management to mitigate adverse outcomes. Although still rare, the incidence has increased with the widespread use of ICIs, especially PD-1/PD-L1 blockers (from 0.2% to 1.9%). Factors affecting the development of ICI-DM, such as specific ICIs, patient demographics, and genetic predispositions, are discussed. The complex interplay between immune dysregulation and pancreatic β-cell destruction contributes to diagnostic challenges, with presentations varying from asymptomatic hyperglycemia to diabetic ketoacidosis (DKA). Management strategies prioritize meticulous glycemic and electrolyte regulation along with tailored intravenous insulin therapy in cases of DKA. DM remission is rare, therefore treatment with both long-acting insulin at bedtime and short-acting insulin before meals is needed in longterm. Total daily insulin requirements can be estimated at 0.3-0.4 units/kg/day for most patients as a starting dose.
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Affiliation(s)
- Eleni-Rafaela Kani
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Eleftheria Karaviti
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Dimitra Karaviti
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Eleni Gerontiti
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Ioanna A Paschou
- First Department of Dermatology and Venereology, Andreas Syggros Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Katerina Saltiki
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Katerina Stefanaki
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Theodora Psaltopoulou
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Stavroula A Paschou
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece.
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Karaviti D, Kani ER, Karaviti E, Gerontiti E, Michalopoulou O, Stefanaki K, Kazakou P, Vasileiou V, Psaltopoulou T, Paschou SA. Thyroid disorders induced by immune checkpoint inhibitors. Endocrine 2024; 85:67-79. [PMID: 38345684 PMCID: PMC11246261 DOI: 10.1007/s12020-024-03718-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 01/30/2024] [Indexed: 07/14/2024]
Abstract
Immune checkpoint inhibitors (ICIs) are a revolutionary class of drugs that powerfully contribute to cancer therapy by harnessing the immune system to fight malignancies. However, their successful use as anti-cancer drugs is accompanied by a wide spectrum of immune-related adverse effects (irAEs), including endocrinopathies. Among them, thyroid dysfunction stands out as one of the most common endocrinopathies induced by ICI therapy and surfaces as a prominent concern. Destructive thyroiditis is the pathophysiological basis shared by the most common patterns of thyrotoxicosis followed by hypothyroidism and isolated hypothyroidism. Diagnostic approach is guided by clinical manifestation, laboratory evaluation and imaging modalities. Treatment approaches range from the substitution of levothyroxine to the utilization of beta blockers, depending on the extent of thyroid dysfunction's severity. While the medical community is dealing with the evolution and complexities of immunotherapy, recognizing and effectively managing ICI-induced thyroid dysfunction emerged as crucial for enhancing patient safety and achieving improved outcomes. The aim of this review is to navigate the significance of ICI-induced thyroid dysfunction unraveling the various patterns, underlying mechanisms, diagnostic approaches, and treatment strategies. It, also, highlights the impact of various factors such as cancer subtype, ICI dosage, age, and genetic susceptibility on the risk of experiencing dysfunction.
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Affiliation(s)
- Dimitra Karaviti
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Eleni-Rafaela Kani
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Eleftheria Karaviti
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Eleni Gerontiti
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Olympia Michalopoulou
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Katerina Stefanaki
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Paraskevi Kazakou
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | | | - Theodora Psaltopoulou
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece
| | - Stavroula A Paschou
- Endocrine Unit and Diabetes Center, Department of Clinical Therapeutics, Alexandra Hospital, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece.
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5
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Zhang W, Xiao L, Zhou G, Zhu H, Bi Y, Du J, Zhang D. Secondary adrenocortical insufficiency after treatment with retifanlimab: a case report. Front Immunol 2024; 15:1371527. [PMID: 38915406 PMCID: PMC11194307 DOI: 10.3389/fimmu.2024.1371527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 05/21/2024] [Indexed: 06/26/2024] Open
Abstract
With advancements in medical oncology, immune checkpoint inhibitors (ICIs) have become the first-line treatment for many malignancies. ICIs play a significant role in improving cancer prognosis, but a series of immune-related adverse events (irAEs), including immune-related endocrine events (irEEs), caused by ICIs have also aroused concerns. Rapid clinical identification of irAEs caused by ICIs is particularly important. We describe a case of secondary adrenocortical insufficiency (AI) after PD-1 treatment in a postoperative patient with endometrial cancer. A 73-year-old female patient developed anorexia, nausea, vomiting, malaise, electrolyte disturbances, ineffective symptomatic treatment, and decreased serum adrenocorticotropin and cortisol levels six months after retifanlimab treatment. The vomiting resolved, and the electrolyte levels were corrected after 3 days of treatment with glucocorticoids (hydrocortisone, intravenous, 200 mg/day). When patients present with gastrointestinal symptoms, such as poor appetite and nausea, not only symptomatic treatment but also a search for the etiology behind the symptoms is needed, especially in immunotherapy patients who should undergo a thorough evaluation of the endocrine system and be alert for adrenocortical insufficiency.
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Affiliation(s)
- Wenjing Zhang
- Department of Endocrinology, Air Force Medical Center, Air Force Medical University, Beijing, China
- China Medical University, Shenyang, China
| | - Li Xiao
- Department of Endocrinology, Air Force Medical Center, Air Force Medical University, Beijing, China
| | - Guangxin Zhou
- Department of Endocrinology, Air Force Medical Center, Air Force Medical University, Beijing, China
| | - Huijuan Zhu
- Department of Endocrinology, Air Force Medical Center, Air Force Medical University, Beijing, China
| | - Yongmin Bi
- Department of Nuclear Medicine, Air Force Medical Center, Air Force Medical University, Beijing, China
| | - Junjie Du
- Department of Orthopedics, Air Force Medical Center, Air Force Medical University, Beijing, China
| | - Da Zhang
- Department of Endocrinology, Air Force Medical Center, Air Force Medical University, Beijing, China
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Zhao P, Zhao T, Yu L, Ma W, Liu W, Zhang C. The risk of endocrine immune-related adverse events induced by PD-1 inhibitors in cancer patients: a systematic review and meta-analysis. Front Oncol 2024; 14:1381250. [PMID: 38756658 PMCID: PMC11096456 DOI: 10.3389/fonc.2024.1381250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2024] [Accepted: 04/17/2024] [Indexed: 05/18/2024] Open
Abstract
Objective Endocrinopathies are the most common immune-related adverse events (irAEs) observed during therapy with PD-1 inhibitors. In this study, we conducted a comprehensive systematic review and meta-analysis to evaluate the risk of immune-related endocrinopathies in patients treated with PD-1 inhibitors. Methods We performed a systematic search in the PubMed, Embase, and Cochrane Library databases to retrieve all randomized controlled trials (RCTs) involving PD-1 inhibitors, spanning from their inception to November 24, 2023. The comparative analysis encompassed patients undergoing chemotherapy, targeted therapy, or receiving placebo as control treatments. This study protocol has been registered with PROSPERO (CRD42023488303). Results A total of 48 clinical trials comprising 24,514 patients were included. Compared with control groups, patients treated with PD-1 inhibitors showed an increased risk of immune-related adverse events, including hypothyroidism, hyperthyroidism, hypophysitis, thyroiditis, diabetes mellitus, and adrenal insufficiency. Pembrolizumab was associated with an increased risk of all aforementioned endocrinopathies (hypothyroidism: RR=4.76, 95%CI: 3.55-6.39; hyperthyroidism: RR=9.69, 95%CI: 6.95-13.52; hypophysitis: RR=5.47, 95%CI: 2.73-10.97; thyroiditis: RR=5.95, 95%CI: 3.02-11.72; diabetes mellitus: RR=3.60, 95%CI: 1.65-7.88; adrenal insufficiency: RR=4.80, 95%CI: 2.60-8.88). Nivolumab was associated with an increased risk of hypothyroidism (RR=7.67, 95%CI: 5.00-11.75) and hyperthyroidism (RR=9.22, 95%CI: 4.71-18.04). Tislelizumab and sintilimab were associated with an increased risk of hypothyroidism (RR=19.07, 95%CI: 5.46-66.69 for tislelizumab and RR=18.36, 95%CI: 3.58-94.21 for sintilimab). For different tumor types, both hypothyroidism and hyperthyroidism were at high risks. Besides, patients with non-small cell lung cancer were at a higher risk of thyroiditis and adrenal insufficiency. Patients with melanoma were at a higher risk of hypophysitis and diabetes mellitus. Both low- and high-dose group increased risks of hypothyroidism and hyperthyroidism. Conclusion Risk of endocrine irAEs may vary in different PD-1 inhibitors and different tumor types. Increased awareness and understanding of the risk features of endocrine irAEs associated with PD-1 inhibitors is critical for clinicians. Systematic review registration crd.york.ac.uk/prospero, identifier PROSPERO (CRD42023488303).
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Affiliation(s)
- Pengfei Zhao
- Department of Clinical Pharmacy, Weifang People's Hospital, Weifang, China
| | - Ting Zhao
- Department of Clinical Pharmacy, Weifang People's Hospital, Weifang, China
| | - Lihong Yu
- Department of Clinical Pharmacy, Weifang People's Hospital, Weifang, China
| | - Wenming Ma
- Department of Clinical Pharmacy, Weifang People's Hospital, Weifang, China
| | - Wenyu Liu
- Department of Pharmacy, Weifang People's Hospital, Weifang, China
| | - Chenning Zhang
- Department of Rehabilitation Medicine & Department of Pharmacy, Xiangyang No. 1 People's Hospital, Hubei University of Medicine, Xiangyang, China
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7
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Zhao J, Liu G, Yang X, Zhang C, Han B, Jiang M. Research hot spots and trends in endocrine-related adverse events caused by immune checkpoint inhibitors: a bibliometric analysis and visualization research. Front Endocrinol (Lausanne) 2024; 15:1253832. [PMID: 38686201 PMCID: PMC11056583 DOI: 10.3389/fendo.2024.1253832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 03/14/2024] [Indexed: 05/02/2024] Open
Abstract
Background In recent years, with the widespread use of immune checkpoint inhibitors (ICIs) in cancer treatment, the toxicity associated with immunotherapy of ICIs has attracted more attention from scholars. Endocrine toxicity is the most likely immune-related adverse events (irAEs) and is often irreversible, posing a significant clinical treatment challenge. Methods In this study, bibliometric methods were used to analyze relevant literature in screening endocrine-related adverse events caused by ICIs in the Web of Science core collection database (WoSCC) and to summarize the status, research hot spots, and future trends in this field. Results 321 countries, 297 institutions, 365 authors, and 305 journals had published 671 English documents on endocrine adverse reactions of ICIs as of 1 December, 2022. The United States, Japan, and China were the top three countries with the most publications. The University of Texas MD Anderson Cancer Center, Harvard Medical School, and Memorial Sloan Kettering Cancer Center were the top three research institutions in terms of publication output. F Stephen Hodi, from the Dana-Farber Cancer Institute in the United States, contributed the largest number of publications. Frontiers in Oncology, which was the most widely distributed publication in the field. The main keywords or clusters identified that current research hotspots include the management of endocrine-related adverse events, hypophysitis, thyroid dysfunction, type I diabetes mellitus, and the impact of endocrine adverse events on survival of patients in this field. Conclusion The basic knowledge structure of the field of endocrine-related adverse events of ICIs, including publication trends, authors, institutions, countries, keywords, journals and publications, and cited documents, was visually analyzed in this bibliometric analysis. The research results comprehensively demonstrated the hot spots and future trends in the research field, as well as its broad prospects, thus providing a reference for the researchers.
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Affiliation(s)
- Jun Zhao
- Department of Pharmacy, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Guangwei Liu
- Department of Gastrointestinal Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Xue Yang
- Department of Pharmacy, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Chuanzhou Zhang
- Department of Pharmacy, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Bing Han
- Department of Pharmacy, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Man Jiang
- Department of Pharmacy, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
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8
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Yang L, Murthy S, Cortellini A, Lim EA, Gonzalez M, Pinato DJ, Abdel-Malek M, Mahmoud S, Martin NM. Effects of immune checkpoint inhibitor associated endocrinopathies on cancer survival. Front Endocrinol (Lausanne) 2024; 15:1369268. [PMID: 38681767 PMCID: PMC11045886 DOI: 10.3389/fendo.2024.1369268] [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: 01/11/2024] [Accepted: 03/12/2024] [Indexed: 05/01/2024] Open
Abstract
Objectives Immune checkpoint inhibitors (ICIs) are associated with immune-related adverse events (irAEs), of which endocrinopathies are common. We characterized endocrine and non-endocrine irAEs in cancer patients receiving ICIs, identified risk factors for their development and established whether endocrine and non-endocrine irAEs were differentially associated with improved cancer prognosis. Design and methods Single-center, retrospective cohort study of patients with advanced or metastatic solid tumors receiving at least one ICI treatment cycle (242 men, 151 women, median age 65 years). Main outcome measures were incidence of any irAE during the study period, overall survival and time to treatment failure. Results Non-endocrine irAEs occurred in 32% and endocrine irAEs in 12% of patients. Primary thyroid dysfunction was the most common endocrine irAE (9.5%) and the majority of endocrinopathies required permanent hormone replacement. Women had an increased risk of developing endocrine irAEs (p = 0.017). The biggest survival advantage occurred in patients who developed both endocrine and non-endocrine irAEs (overall survival: HR 0.16, CI 0.09-0.28). Time to treatment failure was also significantly improved in patients who developed endocrine irAEs (HR 0.49, CI 0.34 - 0.71) or both (HR 0.41, CI 0.25 - 0.64) but not in those who only developed non-endocrine irAEs. Conclusions Women may have increased risk of endocrine irAEs secondary to ICI treatment. This is the first study to compare the effects of endocrine irAEs with non-endocrine irAEs on survival. Development of endocrine irAEs may confer survival benefit in ICI treatment and future, prospective studies are needed to elucidate this.
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Affiliation(s)
- Lisa Yang
- Department of Endocrinology, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Sruthi Murthy
- Department of Endocrinology, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Alessio Cortellini
- Department of Surgery & Cancer, Imperial College London, London, London, United Kingdom
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Emma A. Lim
- Department of Imaging, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Michael Gonzalez
- Department of Medical Oncology, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - David J. Pinato
- Department of Surgery & Cancer, Imperial College London, London, London, United Kingdom
- Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
| | - Mariana Abdel-Malek
- Department of Endocrinology, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Sarah Mahmoud
- Department of Pharmacy, Imperial College Healthcare NHS Trust, London, United Kingdom
| | - Niamh M. Martin
- Department of Endocrinology, Imperial College Healthcare NHS Trust, London, United Kingdom
- Section of Endocrinology and Investigative Medicine, Division of Diabetes, Endocrinology and Metabolism, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, United Kingdom
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Casagrande S, Sopetto GB, Bertalot G, Bortolotti R, Racanelli V, Caffo O, Giometto B, Berti A, Veccia A. Immune-Related Adverse Events Due to Cancer Immunotherapy: Immune Mechanisms and Clinical Manifestations. Cancers (Basel) 2024; 16:1440. [PMID: 38611115 PMCID: PMC11011060 DOI: 10.3390/cancers16071440] [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: 03/03/2024] [Revised: 04/02/2024] [Accepted: 04/03/2024] [Indexed: 04/14/2024] Open
Abstract
The landscape of cancer treatment has undergone a significant transformation with the introduction of Immune Checkpoint Inhibitors (ICIs). Patients undergoing these treatments often report prolonged clinical and radiological responses, albeit with a potential risk of developing immune-related adverse events (irAEs). Here, we reviewed and discussed the mechanisms of action of ICIs and their pivotal role in regulating the immune system to enhance the anti-tumor immune response. We scrutinized the intricate pathogenic mechanisms responsible for irAEs, arising from the evasion of self-tolerance checkpoints due to drug-induced immune modulation. We also summarized the main clinical manifestations due to irAEs categorized by organ types, detailing their incidence and associated risk factors. The occurrence of irAEs is more frequent when ICIs are combined; with neurological, cardiovascular, hematological, and rheumatic irAEs more commonly linked to PD1/PD-L1 inhibitors and cutaneous and gastrointestinal irAEs more prevalent with CTLA4 inhibitors. Due to the often-nonspecific signs and symptoms, the diagnosis of irAEs (especially for those rare ones) can be challenging. The differential with primary autoimmune disorders becomes sometimes intricate, given the clinical and pathophysiological similarities. In conclusion, considering the escalating use of ICIs, this area of research necessitates additional clinical studies and practical insights, especially the development of biomarkers for predicting immune toxicities. In addition, there is a need for heightened education for both clinicians and patients to enhance understanding and awareness.
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Affiliation(s)
- Silvia Casagrande
- Unit of Neurology, Rovereto Hospital, Azienda Provinciale per i Servizi Sanitari-APSS, 38122 Trento, Italy; (S.C.); (B.G.)
| | - Giulia Boscato Sopetto
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38122 Trento, Italy; (G.B.S.); (G.B.); (V.R.)
| | - Giovanni Bertalot
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38122 Trento, Italy; (G.B.S.); (G.B.); (V.R.)
- Center for Medical Sciences (CISMed), University of Trento, 38122 Trento, Italy
- Multizonal Unit of Pathology, APSS, 38122 Trento, Italy
| | - Roberto Bortolotti
- Unit of Rheumatology, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy;
| | - Vito Racanelli
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38122 Trento, Italy; (G.B.S.); (G.B.); (V.R.)
- Center for Medical Sciences (CISMed), University of Trento, 38122 Trento, Italy
- Unit of Internal Medicine, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy
| | - Orazio Caffo
- Unit of Oncology, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy; (O.C.); (A.V.)
| | - Bruno Giometto
- Unit of Neurology, Rovereto Hospital, Azienda Provinciale per i Servizi Sanitari-APSS, 38122 Trento, Italy; (S.C.); (B.G.)
- Center for Medical Sciences (CISMed), University of Trento, 38122 Trento, Italy
- Department of Psychology and Cognitive Sciences (DIPSCO), University of Trento, 38122 Trento, Italy
| | - Alvise Berti
- Department of Cellular, Computational and Integrative Biology (CIBIO), University of Trento, 38122 Trento, Italy; (G.B.S.); (G.B.); (V.R.)
- Center for Medical Sciences (CISMed), University of Trento, 38122 Trento, Italy
- Unit of Rheumatology, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy;
| | - Antonello Veccia
- Unit of Oncology, Santa Chiara Regional Hospital, APSS, 38122 Trento, Italy; (O.C.); (A.V.)
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10
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Tan P, Cai S, Huang Z, Li M, Liu S, Chen J, Fu W, Zhao L. E3 ubiquitin ligase FBXW11 as a novel inflammatory biomarker is associated with immune infiltration and NF-κB pathway activation in pancreatitis and pancreatic cancer. Cell Signal 2024; 116:111033. [PMID: 38182068 DOI: 10.1016/j.cellsig.2024.111033] [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: 10/20/2023] [Revised: 12/20/2023] [Accepted: 01/01/2024] [Indexed: 01/07/2024]
Abstract
BACKGROUND Pancreatic cancer (pancreatic ductal adenocarcinoma, PDAC) is an aggressive disease with an overall poor prognosis. Pancreatitis is a major risk factor for the development of PDAC. Due to the lack of reliable and accurate biomarkers, the diagnosis, treatment, and prognosis of PDAC face great challenges. It is of great significance to elucidate the pathogenesis of PDAC and explore novel inflammatory biomarkers. METHODS We identified E3 ubiquitin ligases associated with pancreatic inflammation by combining multiple GEO datasets and UbiNet 2.0, and integrating the WGCNA algorithm and Limma R package. A risk score model for PDAC patients was established by using LASSO regression. We investigated the correlation between FBXW11 and immune cell infiltration using CIBERSORT, mMCP-counter, ImmuCellAI-mouse, QUANTISEQ, and TIMER algorithms, based on GEO, ArrayExpress, and TCGA datasets. We used Ubibrowser 2.0 to predict potential substrates for FBXW11. WikiPathway, MSigDB Hallmark, and Elsevier pathway analysis of FBXW11 key substrates were also performed using the EnrichR database. We detected protein expression through IHC, immunofluorescence, and western blot in the cerulein-induced acute pancreatitis mouse model. RESULTS We first identified that FBXW11 exhibited a clear tendency to gradually increase in normal, pancreatitis, and PDAC patients. The validation analysis revealed that the FBXW11 protein exhibited significantly high expression in cerulein-induced acute pancreatitis mice, with its distribution primarily observed in the cytoplasm. Simultaneously, we developed a risk model utilizing the genes associated with FBXW11 to forecast the outcome of patients with PDAC and the likelihood of pancreatitis advancing to pancreatic cancer. Functional analysis showed that FBXW11, as a novel inflammatory biomarker, had a significant positive correlation with macrophage infiltration and the NF-κB signaling pathway. Finally, the western blot assay of the NF-κB signaling pathway in pancreatic tissues demonstrated that high activation of NF-κB was correlated with high expression of FBXW11. CONCLUSIONS Our research not only provides evidence for FBXW11 as a novel inflammatory biomarker but also provides new insights into the research and clinical treatment of pancreatic cancer.
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Affiliation(s)
- Peng Tan
- Department of Cell Biology and Genetics, Institute of Genetics and Developmental Biology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710000, China; Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, Academician (Expert) Workstation of Sichuan Province, Department of General Surgery (Hepatopancreatobiliary surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Shuang Cai
- Department of Cell Biology and Genetics, Institute of Genetics and Developmental Biology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710000, China
| | - Zhiwei Huang
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Mo Li
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Shenglu Liu
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Jiatong Chen
- Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Wenguang Fu
- Metabolic Hepatobiliary and Pancreatic Diseases Key Laboratory of Luzhou City, Academician (Expert) Workstation of Sichuan Province, Department of General Surgery (Hepatopancreatobiliary surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China.; Department of General Surgery (Hepatopancreatobiliary Surgery), The Affiliated Hospital, Southwest Medical University, Luzhou 646000, China
| | - Lingyu Zhao
- Department of Cell Biology and Genetics, Institute of Genetics and Developmental Biology, School of Basic Medical Sciences, Xi'an Jiaotong University Health Science Center, Xi'an 710000, China.
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11
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Mok K, Wu C, Chan S, Wong G, Wong VWS, Ma B, Lui R. Clinical Management of Gastrointestinal and Liver Toxicities of Immune Checkpoint Inhibitors. Clin Colorectal Cancer 2024; 23:4-13. [PMID: 38172003 DOI: 10.1016/j.clcc.2023.12.003] [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: 11/02/2023] [Revised: 12/11/2023] [Accepted: 12/12/2023] [Indexed: 01/05/2024]
Abstract
Immune checkpoint inhibitors have transformed the treatment paradigm for various types of cancer. Nonetheless, with the utilization of these groundbreaking treatments, immune-related adverse events (irAEs) are increasingly encountered. Colonic and hepatic involvement are among the most frequently encountered irAEs. Drug-induced side effects, infectious causes, and tumor-related symptoms are the key differentials for irAE complications. Potential risk factors for the development of irAEs include combination use of immune checkpoint inhibitors, past development of irAEs with other immunotherapy treatments, certain concomitant drugs, and a pre-existing personal or family history of autoimmune illness such as inflammatory bowel disease. The importance of early recognition, timely and proper management cannot be understated, as there are profound clinical implications on the overall cancer treatment plan and prognosis once these adverse events occur. Herein, we cover the clinical management of the well-established gastrointestinal irAEs of enterocolitis and hepatitis, and also provide an overview of several other emerging entities.
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Affiliation(s)
- Kevin Mok
- Department of Clinical Oncology, Prince of Wales Hospital, Chinese University of Hong Kong, Hong Kong SAR, China
| | - Claudia Wu
- Division of Gastroenterology and Hepatology, Department of Medicine and Therapeutics, Prince of Wales Hospital, Chinese University of Hong Kong, Hong Kong SAR, China; Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong SAR, China
| | - Stephen Chan
- State Key Laboratory of Translational Oncology, Department of Clinical Oncology, Sir YK Pao Centre for Cancer, Hong Kong Cancer Institute, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, China
| | - Grace Wong
- Division of Gastroenterology and Hepatology, Department of Medicine and Therapeutics, Prince of Wales Hospital, Chinese University of Hong Kong, Hong Kong SAR, China; Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong SAR, China
| | - Vincent Wai-Sun Wong
- Division of Gastroenterology and Hepatology, Department of Medicine and Therapeutics, Prince of Wales Hospital, Chinese University of Hong Kong, Hong Kong SAR, China; Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong SAR, China
| | - Brigette Ma
- Department of Clinical Oncology, Prince of Wales Hospital, Chinese University of Hong Kong, Hong Kong SAR, China; Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong SAR, China
| | - Rashid Lui
- Department of Clinical Oncology, Prince of Wales Hospital, Chinese University of Hong Kong, Hong Kong SAR, China; Division of Gastroenterology and Hepatology, Department of Medicine and Therapeutics, Prince of Wales Hospital, Chinese University of Hong Kong, Hong Kong SAR, China; Institute of Digestive Disease, Chinese University of Hong Kong, Hong Kong SAR, China.
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12
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Park SJ, Kim YY, Park W, Park S, Han JY, Kim SW, Kim H, Ku SY. Effects of Cetrorelix on Ovary and Endometrium Prior to Anti-PD-L1 Antibody in Murine Model. Tissue Eng Regen Med 2024; 21:319-328. [PMID: 38103140 PMCID: PMC10825084 DOI: 10.1007/s13770-023-00617-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 11/17/2023] [Accepted: 11/20/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Recent anti-cancer agents, immune checkpoint inhibitors (ICIs), have emerged as effective agents targeting the programmed cell death protein-1 (PD-1)/programmed death-ligand 1 (PD-L1) pathway. While the administration of gonadotropin-releasing hormone (GnRH) analogs before cytotoxic agents is known to preserve female reproductive organ function, the potential effects of ICIs and the protective impact of GnRH analogs on female reproductive organs, especially concerning ovarian reserve and endometrial receptivity, remain unknown. In this study, we attempted to elucidate the protective or regenerative effect on the female reproductive organ of cetrorelix prior to anti-PD-L1 antibody administration. METHOD Using a murine model, we examined the effects of Anti-PD-L1 antibody treatment on ovarian and uterine morphology, compared them with controls, and further assessed any potential protective effect of cetrorelix, a GnRH analog. Histological examinations and quantitative reverse transcription polymerase chain reaction were employed to study the morphological changes and associated gene expression patterns. RESULTS Anti-PD-L1 treatment led to a significant depletion of primordial/primary ovarian follicles and impaired decidualization in uterine stromal cells. However, while pretreatment with cetrorelix could restore normal decidualization patterns in the uterus, it did not significantly ameliorate ovarian follicular reductions. Gene expression analysis reflected these observations, particularly with marked changes in the expression of key genes like Prl and Igfbp1, pivotal in uterine decidualization. CONCLUSION Our study underscores the potential reproductive implications of cetrorelix treatment prior to Anti-PD-L1 therapy, shedding light on its short-term protective effects on the uterus. Further studies are necessary to understand long-term and clinical implications.
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Affiliation(s)
- Soo Jin Park
- Department of Obstetrics and Gynecology, Seoul National University Hospital, 101 Daehak-ro Jongno-gu, Seoul, 03080, Republic of Korea
| | - Yoon Young Kim
- Department of Obstetrics and Gynecology, Seoul National University Hospital, 101 Daehak-ro Jongno-gu, Seoul, 03080, Republic of Korea
| | - Wonhyoung Park
- Institute of Animal Molecular Biotechnology and Department of Biotechnology, College of Life Sciences and Biotechnology, Korea University, Seoul, 02841, Republic of Korea
| | - Sunwoo Park
- Department of Plant & Biomaterials Science, Gyeongsang National University, Jinju-si, 52725, Republic of Korea
- Department of GreenBio Science, Gyeongsang National University, Jinju, 52725, Republic of Korea
| | - Ji Yeon Han
- Department of Obstetrics and Gynecology, Seoul National University Hospital, 101 Daehak-ro Jongno-gu, Seoul, 03080, Republic of Korea
| | - Sung Woo Kim
- Department of Obstetrics and Gynecology, Seoul National University Hospital, 101 Daehak-ro Jongno-gu, Seoul, 03080, Republic of Korea
| | - Hoon Kim
- Department of Obstetrics and Gynecology, Seoul National University Hospital, 101 Daehak-ro Jongno-gu, Seoul, 03080, Republic of Korea
- Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Republic of Korea
- Institute of Reproductive Medicine and Population, Medical Research Center, Seoul National University, Seoul, Republic of Korea
| | - Seung-Yup Ku
- Department of Obstetrics and Gynecology, Seoul National University Hospital, 101 Daehak-ro Jongno-gu, Seoul, 03080, Republic of Korea.
- Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Republic of Korea.
- Institute of Reproductive Medicine and Population, Medical Research Center, Seoul National University, Seoul, Republic of Korea.
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Cole O, Kamani P, Kumar V, Warman J. Programmed Death-1 Inhibitor Immunotherapy-Induced Symptomatic Toxic Thyroid Nodule. Cureus 2024; 16:e54143. [PMID: 38496061 PMCID: PMC10940111 DOI: 10.7759/cureus.54143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/13/2024] [Indexed: 03/19/2024] Open
Abstract
Immune checkpoint inhibitors, specifically programmed death-ligand 1 (PD-LI) inhibitors, are immune modifying medications that increasingly treat specific types of cancer. They are known to cause many side effects, including thyroid-related side effects. The use of PD-L1 inhibitors can cause hypothyroidism most commonly, while hyperthyroidism occurs less frequently. This case report describes a patient who developed a toxic thyroid nodule while taking the PD-L1 inhibitor, avelumab, for the treatment of Merkel cell carcinoma. It highlights the need for more research into the specific mechanisms by which these therapies can cause hyperthyroidism. It also raises the question regarding the association between the use of these medications and the development or worsening of thyroid nodules.
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Affiliation(s)
- Owen Cole
- Internal Medicine, The Brooklyn Hospital Center, Brooklyn, USA
| | | | - Vikash Kumar
- Internal Medicine, The Brooklyn Hospital Center, Brooklyn, USA
| | - Jacob Warman
- Endocrinology, The Brooklyn Hospital Center, Brooklyn, USA
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González MM, Sanz-Pastor AG, Gómez RÁ, Torrecilla NB, Moreno DM, Fernández LG, Rivas AM, Guerra AL, Álvarez R, Arranz JÁ, Rodas IM, Escudero V, Sanjurjo M, Vallejo JM, Martín M, Albarrán OG. Endocrine Adverse Events Related To Immune Checkpoint Inhibitor Treatment: Relationship Between Antibodies and Severity of Thyroid Dysfunction. Endocr Metab Immune Disord Drug Targets 2024; 24:1628-1639. [PMID: 38362680 DOI: 10.2174/0118715303280679240206100137] [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: 09/09/2023] [Revised: 12/02/2023] [Accepted: 12/15/2023] [Indexed: 02/17/2024]
Abstract
OBJECTIVE The purpose of this study was to identify predictive and risk factors for the development of immune-related endocrinopathies and to analyze the incidence and characteristics of immune-related endocrinopathies in our population. DESIGN A retrospective, single-centre cohort carried out at Gregorio Marañón Hospital between January 2018 -December 2019. METHODS A total of 163 patients were enrolled. In January 2018 and December 2019, we treated patients who underwent ICI treatment in the Medical Oncology Department of General University Hospital Gregorio Marañón, a tertiary care public hospital in Madrid, as part of an observational, retrospective, single-center cohort study. RESULTS Endocrinopathies were diagnosed in 19.5% of the patients (n = 32). The tumours with the highest incidence of endocrinopathies were non-small cell lung cancer (25,9%), kidney cell cancer (25%) and hepatocarcinoma (20%). Among the 32 patients who developed endocrinopathy, 18,8%, 19,13%, and 21,28% received anti-CTLA-4, anti-PD-1 and anti-PDL-1, respectively. Thyroid dysfunction was the most frequent endocrinopathy (12,8%). A higher percentage of patients with negative antiTPO and antiTG antibodies developed G1 hypothyroidism compared to patients with positive antibodies who developed a higher proportion of G2 hypothyroidism. The presence of an initial phase of thyrotoxicity was not related to greater severity. We observed longer progression-free survival in patients who developed thyroid dysfunction. CONCLUSION Pre-existing antibodies were independently associated with endocrinopathies. Moreover, our study let us conclude that the presence of thyroid autoantibodies may be related to its severity. It is important to determine anti-thyroid antibodies prior to the start of immunotherapy as a risk factor for thyroid dysfunction, which in turn is a prognostic marker.
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Affiliation(s)
- María Miguélez González
- Department of Endocrinology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | - Alba Galdón Sanz-Pastor
- Department of Endocrinology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | - Roberto Áñez Gómez
- Department of Endocrinology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | - Noemi Brox Torrecilla
- Department of Endocrinology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | - Diego Muñoz Moreno
- Department of Endocrinology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | | | - Alejandra Maricel Rivas
- Department of Endocrinology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | - Aurelio López Guerra
- Department of Endocrinology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | - Rosa Álvarez
- Department of Oncology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | - José Ángel Arranz
- Department of Oncology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | - Iván Márquez Rodas
- Department of Oncology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | - Vicente Escudero
- Department of Hospital Pharmacy, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - María Sanjurjo
- Department of Hospital Pharmacy, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Javier Martín Vallejo
- Biostatistics Unit, Salamanca Biomedical Research Institute (IBSAL), 37008, Salamanca, Spain
| | - Miguel Martín
- Department of Oncology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
| | - Olga González Albarrán
- Department of Endocrinology, Hospital General Universitario Gregorio, Marañón, Madrid, Spain
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