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Pacholczak-Madej R, Drobniak A, Stokłosa Ł, Bidas A, Dobrzańska J, Grela-Wojewoda A, Roman A, Tusień-Małecka D, Walocha J, Blecharz P, Puskulluoglu M. Adverse events after nivolumab and ipilimumab combined immunotherapy in advanced renal cell carcinoma: a multicentre experience in Poland. BMC Cancer 2024; 24:1411. [PMID: 39548483 PMCID: PMC11566080 DOI: 10.1186/s12885-024-13192-8] [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: 08/11/2024] [Accepted: 11/12/2024] [Indexed: 11/18/2024] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) have been employed in the adjuvant and metastatic setting of renal cell carcinoma (RCC) treatment. Among ICIs, combined immunotherapy has the highest risk for immune-related adverse events (irAEs). We aimed to document the incidence of irAEs in RCC patients treated with nivolumab and ipilimumab as data from the European population remain limited. MATERIALS AND METHODS We analysed data from 88 RCC patients treated with nivolumab + ipilimumab between May 2022 and June 2024 across six high-volume oncology units in Poland. We reviewed irAEs and estimated their impact on survival parameters via univariate and multivariate Cox proportional hazards regression models, along with log-rank tests. RESULTS With a median follow-up of 11.3 months, the median overall survival (OS) was not reached, whereas the median progression-free survival (PFS) was 12.8 months (6.3-19.3). A total of 74 irAEs were recorded in 50 patients. The most frequent events were endocrine (n = 20, 27%), hepatic (n = 15, 17%), general (n = 12, 13.6%), and cutaneous (n = 11, 12.5%). The occurrence of irAEs was associated with a 60% lower risk of disease progression (hazard ratio 0.44, 95% confidence interval 0.2-0.87, p = 0.018) without impacting OS and higher disease control rate (n = 45, 90% vs. n = 24, 63.2%, p = 0.004). In contrast, patients with hepatotoxicity had poorer outcomes, with a 2.6-fold greater risk of death (p = 0.05). CONCLUSIONS IrAEs may serve as a predictive factor for the efficacy of the nivolumab + ipilimumab regimen in RCC patients. Special attention is needed for hepatotoxicity, as it can significantly impact survival outcomes.
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Affiliation(s)
- Renata Pacholczak-Madej
- Department of Chemotherapy, The District Hospital, Sucha Beskidzka, Poland.
- Department of Gynecological Oncology, Krakow Branch, Maria Sklodowska-Curie National Research Institute of Oncology, Garncarska 11 Street, Krakow, 31-115, Poland.
- Department of Anatomy, Medical College, Jagiellonian University, Krakow, Poland.
| | - Artur Drobniak
- Department of Chemotherapy, The District Hospital, Sucha Beskidzka, Poland
| | - Łukasz Stokłosa
- Department of Chemotherapy, The District Hospital, Sucha Beskidzka, Poland
- Department of Chemotherapy, The Specialistic Hospital, Nowy Targ, Poland
| | - Anna Bidas
- Department of Clinical Oncology, Holy Cross Cancer Center, Kielce, Poland
| | - Jolanta Dobrzańska
- Department of Oncology, Jagiellonian University Medical College, Krakow, Poland
- Oncology Clinical Department, The University Hospital, Krakow, Poland
| | - Aleksandra Grela-Wojewoda
- Department of Clinical Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Krakow Branch, Krakow, Poland
| | - Agnieszka Roman
- Department of Clinical Oncology, Ludwik Rydygier Hospital, Krakow, Poland
| | - Daria Tusień-Małecka
- Clinical and Experimental Oncology Clinic, Institute of Oncology, Karol Marcinkowski Medical University, Poznań, Poland
| | - Jerzy Walocha
- Department of Anatomy, Medical College, Jagiellonian University, Krakow, Poland
| | - Paweł Blecharz
- Department of Gynecological Oncology, Krakow Branch, Maria Sklodowska-Curie National Research Institute of Oncology, Garncarska 11 Street, Krakow, 31-115, Poland
| | - Mirosława Puskulluoglu
- Department of Clinical Oncology, Maria Sklodowska-Curie National Research Institute of Oncology, Krakow Branch, Krakow, Poland
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Yang Y, Li L, Tian J, Ma L, Wu Y, Luo Q, Luo Y. Delayed immune-related adverse events profile associated with immune checkpoint inhibitors: a real-world analysis. Front Pharmacol 2024; 15:1453429. [PMID: 39588146 PMCID: PMC11586162 DOI: 10.3389/fphar.2024.1453429] [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: 06/23/2024] [Accepted: 10/29/2024] [Indexed: 11/27/2024] Open
Abstract
Background Immune-related adverse events (irAEs) typically occur within 3 months of initiating immune-checkpoint inhibitors (ICIs), which has been extensively documented. But the clinical profiles of late-onset irAEs remain inadequately characterized. Therefore, this study aims to quantify the correlation between delayed irAEs and ICIs, and to delineate the profiles of delayed toxicities associated with ICIs using data from the Food and Drug Administration Adverse Event Reporting System (FAERS). Methods Data from the January 2011 to December 2023 in FAERS database were extracted. Four signal detection indices, reporting odds ratio (ROR), proportional reporting ratio (PRR), Bayesian confidence propagation neural network (BCPNN) and multi-item gamma Poisson shrinker (MGPS), were employed to evaluate the associations between ICIs and delayed irAEs. Results A total of 147,854 cases were included in this study, of which 3,738 cases related to delayed irAEs were identified. Generally, 8 signals at System Organ Class (SOC) level were found to be associated with ICIs. Males had a slightly higher reporting frequencies for respiratory disorders (ROR975 = 0.95) and blood and lymphatic system disorders (ROR025 = 1.22), but lower reporting frequencies for immune system disorders (ROR025 = 1.16). Three monotherapy (anti-PD-1, anti-PD-L1 and anti-CTLA-4) were all associated with significant increasing gastrointestinal disorders (ROR025 = 1.66, 1.16, 1.99) and metabolism disorders (ROR025 = 2.26, 1.74, 3.13). Anti-PD-1 therapy exhibited higher rates of respiratory toxicities (ROR025 = 1.46 versus 0.82) and skin toxicities (ROR025 = 1.27 versus 0.94) compared with anti-CTLA-4 therapy. At PT levels, pneumonitis (ROR025: from 11.85 to 29.27) and colitis (ROR025: from 2.11 to 24.84) were the most notable PT signals associated with all three ICI regimens. For outcomes of delayed irAEs, gastrointestinal disorders showed the highest proportion (51.06%) of death. Conclusion Our pharmacovigilance analysis indicates that a small percentage of patients receiving ICIs therapy experience delayed irAEs, which are challenging to manage and may result in severe consequences. Prompt identification and intervention of these delayed irAEs are crucial in clinical practice.
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Affiliation(s)
- Yana Yang
- Nursing Department, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Linman Li
- Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jing Tian
- Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Linwen Ma
- Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yaoxin Wu
- Health Management Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Qian Luo
- Radiation Oncology Center, Chongqing University Cancer Hospital, Chongqing, China
| | - Yan Luo
- Radiation Oncology Center, Chongqing University Cancer Hospital, Chongqing, China
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Zhang Y, Chen J, Liu H, Dai J, Zhao J, Zhu S, Zhang X, Liang J, Hu X, Zhao J, Liu Z, Shen P, Sun G, Zeng H. The incidence of immune-related adverse events (irAEs) and their association with clinical outcomes in advanced renal cell carcinoma and urothelial carcinoma patients treated with immune checkpoint inhibitors: A systematic review and meta-analysis. Cancer Treat Rev 2024; 129:102787. [PMID: 38905806 DOI: 10.1016/j.ctrv.2024.102787] [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: 03/07/2024] [Revised: 06/10/2024] [Accepted: 06/11/2024] [Indexed: 06/23/2024]
Abstract
BACKGROUND This study aimed to summarize the occurrence of immune-related adverse events (irAEs) and further evaluate their association with clinical outcomes in patients with advanced renal cell carcinoma (RCC) and urothelial carcinoma (UC) treated with immune checkpoint inhibitors (ICIs). METHODS A comprehensive search of PubMed, Embase, and the Cochrane Library up to December 2023 was conducted to identify eligible studies. The details of irAEs and data regarding their correlation with clinical outcomes were extracted. R software was used for meta-analysis. RESULTS A total of 27 studies involving 6148 patients with RCC or UC were included. The pooled overall incidence for any-grade and grade ≥ 3 irAEs was 44.2 % (95 % CI: 38.1 %-50.5 %) and 15.7 % (95 % CI: 11.4 %-21.1 %), respectively. Compared to those without any irAEs, patients with irAEs showed improved PFS (HR = 0.44, 95 % CI: 0.35-0.56, p < 0.01) and OS (HR = 0.47, 95 % CI: 0.42-0.51, p < 0.01), as well as higher ORR (OR = 3.59, 95 % CI: 3.01-4.29, p < 0.01) and DCR (OR = 4.23, 95 % CI: 3.06-5.84, p < 0.01). Subgroup analysis indicated that clinical outcome improvements were associated with the occurrence of irAEs, regardless of tumor type or ICI agent. Notably, patients with cutaneous irAEs, thyroid dysfunction, and grade ≤ 2 irAEs had a higher probability to achieve better survival benefits from ICI-based therapy, while pulmonary irAEs and grade ≥ 3 irAEs seemed to have a negative impact on OS. Additionally, systemic glucocorticoids administration did not affect survival outcomes. CONCLUSION Our findings suggest that the occurrence of irAEs could be considered as a potential prognostic factor for predicting the efficacy of ICIs in patients with advanced RCC and UC.
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Affiliation(s)
- Yaowen Zhang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Junru Chen
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Haoyang Liu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Jindong Dai
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Junjie Zhao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Sha Zhu
- Department of Urology, University of California, San Francisco, 94158, CA, USA
| | - Xingming Zhang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Jiayu Liang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Xu Hu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Jinge Zhao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Zhenhua Liu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Pengfei Shen
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Guangxi Sun
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China.
| | - Hao Zeng
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu 610041, China.
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de Oliveira Filho OV, Gibbons IL, Medeiros YDL, de Oliveira TB, Treister NS, Alves FA. Oral and cutaneous immune-related adverse events in cancer patients: Prevalence and overall survival. Oral Dis 2024. [PMID: 38938052 DOI: 10.1111/odi.15056] [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: 03/06/2024] [Revised: 06/03/2024] [Accepted: 06/16/2024] [Indexed: 06/29/2024]
Abstract
OBJECTIVES To assess the prevalence of cutaneous and oral immune-related adverse events (irAEs) in cancer patients, risk factors for its development, and overall survival (OS). MATERIALS AND METHODS This retrospective observational study which included 748 medical records of cancer patients who received immune checkpoint inhibitors (ICIs). Demographic and clinicopathological characteristics were collected and analyzed. RESULTS Most patients were male (59.4%), with stage IV cancer (65%) and received pembrolizumab (46.7%). Four hundred fourteen (55.34%) patients developed cutaneous lesions, 84 (11.2%) developed oral mucosal lesions, and 70 (9.3%) developed xerostomia. The median time for irAEs development was 11 weeks for cutaneous and oral mucosal lesions, and 21.5 weeks for xerostomia. Patients who received PD-1 + CTLA-4 had a higher risk for developing cutaneous irAEs (p = 0.001), while those who underwent ICI and concurrent chemotherapy had a higher risk (p = 0.008) for developing oral mucosal lesions. Patients who presented oral and cutaneous irAEs had better OS than those who did not present (p = 0.0001). CONCLUSION Cutaneous effects affected more than half of the patients, while oral effects and xerostomia were found in around 11% and 9% of patients, respectively. Concurrent chemotherapy and PD-1 + CTLA-4 were more associated with oral and cutaneous irAEs, respectively. Patients who developed such irAEs had better overall survival.
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Affiliation(s)
| | | | | | | | - Nathaniel Simon Treister
- Division of Oral Medicine and Dentistry, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Oral Medicine, Infection and Immunity, Harvard School of Dental Medicine, Boston, Massachusetts, USA
| | - Fabio Abreu Alves
- Department of Stomatology, A.C. Camargo Cancer Center, São Paulo, SP, Brazil
- Department of Stomatology, São Paulo University, São Paulo, SP, Brazil
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Elghawy O, Patel R, Barsouk A, Puthumana J, Xu J, Sussman J, Horton B, Kaur V. Diagnosis, management, and outcomes of immune checkpoint inhibitor induced acute interstitial nephritis: A single-center experience. J Oncol Pharm Pract 2024:10781552241252627. [PMID: 38706192 DOI: 10.1177/10781552241252627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/07/2024]
Abstract
BACKGROUND Immune checkpoint inhibitor (ICI)-associated acute interstitial nephritis (AIN) is a recognized complication of immunotherapy (IO), but literature on its management and outcomes is limited. METHODS We retrospectively reviewed patients who received ICIs and developed biopsy-proven or clinically-suspected ICI-associated AIN at the University of Virginia Comprehensive Cancer Center from 2012-2023. We analyzed baseline characteristics and clinical outcomes, including treatment interruption and rechallenge rates. Acute kidney injury (AKI) was defined as a ≥ 1.5-fold increase in baseline creatinine under seven days, a two-fold increase above the upper limit of normal, or an increase by ≥0.3 mg/dL. Kidney function returning to within 0.3 mg/dL or less than twice baseline was considered complete (CRc) and partial (PRc) recovery, respectively. RESULTS We identified 12 cases of ICI-AIN: four by biopsy (33%) and eight (67%) by clinical suspicion. Two patients received anti-CTLA-4 and anti-PD1, six received anti-PD1 alone, and four received chemo-immunotherapy. The majority (58%) of patients developed AIN within the first 5 cycles. Eight patients developed ≥ Grade 3 AKI, and six developed multiple irAEs. ICI was permanently discontinued in seven patients (58%) and temporarily interrupted in four (30%). The CRc and PRc rates were 67% and 8%, respectively. Upon AIN onset, the best disease response was stable disease in five patients, partial response in three, and progressive disease in three. Median overall survival was 4.87 years, and progression-free survival was 1.5 years. CONCLUSIONS Rechallenge with IO after kidney irAE may be possible in some patients but requires careful evaluation on an individual basis.
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Affiliation(s)
- Omar Elghawy
- Department of General Internal Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Reema Patel
- University of Virginia Cancer Center, Charlottesville, VA, USA
| | - Adam Barsouk
- Department of General Internal Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Joe Puthumana
- University of Virginia Cancer Center, Charlottesville, VA, USA
| | - Jason Xu
- Department of General Internal Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jonathan Sussman
- Department of General Internal Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Bethany Horton
- University of Virginia Cancer Center, Charlottesville, VA, USA
| | - Varinder Kaur
- University of Virginia Cancer Center, Charlottesville, VA, USA
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Haratani K, Nakamura A, Mamesaya N, Sawa K, Shiraishi Y, Saito R, Tanizaki J, Tamura Y, Hata A, Tsuruno K, Sakamoto T, Teraoka S, Oki M, Watanabe H, Tokito T, Nagata K, Masuda T, Nakamura Y, Sakai K, Chiba Y, Ito A, Nishio K, Yamamoto N, Nakagawa K, Hayashi H. Association of immune-related adverse events with durvalumab efficacy after chemoradiotherapy in patients with unresectable Stage III non-small cell lung cancer. Br J Cancer 2024; 130:1783-1794. [PMID: 38519705 PMCID: PMC11130152 DOI: 10.1038/s41416-024-02662-2] [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: 09/03/2023] [Revised: 03/12/2024] [Accepted: 03/14/2024] [Indexed: 03/25/2024] Open
Abstract
BACKGROUND Immune-related adverse events (irAEs) have been found to predict PD-L1 inhibitor efficacy in metastatic NSCLC. However, the relation of irAEs to clinical outcome for nonmetastatic NSCLC has remained unknown. METHODS In this multicenter prospective study of Stage III NSCLC treated with PACIFIC regimen, the relation of irAEs to PFS was evaluated by 8-week landmark analysis to minimise lead-time bias as well as by multivariable analysis adjusted for baseline factors. irAEs were categorised as mild or nonmild according to whether they were treated with systemic steroid. RESULTS Median PFS was 16.0 months, not reached, and 9.7 months for patients without (85 cases) or with mild (21 cases) or nonmild (21 cases) irAEs, respectively. Multivariable analysis indicated that nonmild irAEs were associated with poor PFS, with HRs of 3.86 (95% CI, 1.31-11.38) compared with no irAEs and 11.58 (95% CI, 2.11-63.63) compared with mild irAEs. This pattern was consistent after irAE grade, the number of durvalumab doses and immune profiles (PD-L1 score, CD8+ tumour-infiltrating lymphocyte density, and tumour mutation burden) were taken into consideration. CONCLUSIONS The development of mild irAEs might predict a better survival outcome, whereas immunosuppressive steroid-treated irAEs were associated with a worse outcome, regardless of baseline clinical and immune profiles.
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Affiliation(s)
- Koji Haratani
- Department of Medical Oncology, Kindai University Faculty of Medicine, Osaka-Sayama, Osaka, Japan.
| | - Atsushi Nakamura
- Department of Pulmonary Medicine, Sendai Kousei Hospital, Sendai, Miyagi, Japan
| | - Nobuaki Mamesaya
- Division of Thoracic Oncology, Shizuoka Cancer Center, Sunto-gun, Shizuoka, Japan
| | - Kenji Sawa
- Department of Respiratory Medicine, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Osaka, Japan
| | - Yoshimasa Shiraishi
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Fukuoka, Japan
| | - Ryota Saito
- Department of Respiratory Medicine, Tohoku University School of Medicine, Sendai, Miyagi, Japan
| | - Junko Tanizaki
- Division of Medical Oncology, Kishiwada City Hospital, Kishiwada, Osaka, Japan
| | - Yosuke Tamura
- Respiratory Medicine and Thoracic Oncology, Osaka Medical and Pharmaceutical University, Takatsuki, Osaka, Japan
| | - Akito Hata
- Division of Thoracic Oncology, Kobe Minimally Invasive Cancer Center, Kobe, Hyogo, Japan
| | - Kosuke Tsuruno
- Department of Respiratory Medicine, Iizuka Hospital, Iizuka, Fukuoka, Japan
| | - Tomohiro Sakamoto
- Division of Respiratory Medicine and Rheumatology, Department of Multidisciplinary Internal Medicine, Faculty of Medicine, Tottori University, Yonago, Tottori, Japan
| | - Shunsuke Teraoka
- Internal Medicine III, Wakayama Medical University, Wakayama, Wakayama, Japan
| | - Masahide Oki
- Department of Respiratory Medicine, National Hospital Organization Nagoya Medical Center, Nagoya, Aichi, Japan
| | - Hiroshi Watanabe
- Department of Respiratory Medicine, Saka General Hospital, Shiogama, Miyagi, Japan
| | - Takaaki Tokito
- Division of Respirology, Neurology, and Rheumatology, Department of Internal Medicine, Kurume University School of Medicine, Kurume, Fukuoka, Japan
| | - Kenji Nagata
- Department of Respiratory Medicine, Itami City Hospital, Itami, Hyogo, Japan
| | - Takeshi Masuda
- Department of Respiratory Medicine, Hiroshima University Hospital, Hiroshima, Hiroshima, Japan
| | - Yasushi Nakamura
- Department of Pathology, Kindai University Faculty of Medicine, Osaka-Sayama, Osaka, Japan
| | - Kazuko Sakai
- Department of Genome Biology, Kindai University Faculty of Medicine, Osaka-Sayama, Osaka, Japan
| | - Yasutaka Chiba
- Clinical Research Center, Kindai University Hospital, Osaka-Sayama, Osaka, Japan
| | - Akihiko Ito
- Department of Pathology, Kindai University Faculty of Medicine, Osaka-Sayama, Osaka, Japan
| | - Kazuto Nishio
- Department of Genome Biology, Kindai University Faculty of Medicine, Osaka-Sayama, Osaka, Japan
| | - Nobuyuki Yamamoto
- Internal Medicine III, Wakayama Medical University, Wakayama, Wakayama, Japan
| | - Kazuhiko Nakagawa
- Department of Medical Oncology, Kindai University Faculty of Medicine, Osaka-Sayama, Osaka, Japan
| | - Hidetoshi Hayashi
- Department of Medical Oncology, Kindai University Faculty of Medicine, Osaka-Sayama, Osaka, Japan
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Kerepesi C, Abushukair HM, Ricciuti B, Nassar AH, Adib E, Alessi JV, Pecci F, Rakaee M, Fadlullah MZH, Tőkés AM, Rodig SJ, Awad MM, Tan AC, Bakacs T, Naqash AR. Association of Baseline Tumor-Specific Neoantigens and CD8 + T-Cell Infiltration With Immune-Related Adverse Events Secondary to Immune Checkpoint Inhibitors. JCO Precis Oncol 2024; 8:e2300439. [PMID: 38330262 DOI: 10.1200/po.23.00439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 10/12/2023] [Accepted: 11/01/2023] [Indexed: 02/10/2024] Open
Abstract
PURPOSE Recent evidence has shown that higher tumor mutational burden strongly correlates with an increased risk of immune-related adverse events (irAEs). By using an integrated multiomics approach, we further studied the association between relevant tumor immune microenvironment (TIME) features and irAEs. METHODS Leveraging the US Food and Drug Administration Adverse Event Reporting System, we extracted cases of suspected irAEs to calculate the reporting odds ratios (RORs) of irAEs for cancers treated with immune checkpoint inhibitors (ICIs). TIME features for 32 cancer types were calculated on the basis of the cancer genomic atlas cohorts and indirectly correlated with each cancer's ROR for irAEs. A separate ICI-treated cohort of non-small-cell lung cancer (NSCLC) was used to evaluate the correlation between tissue-based immune markers (CD8+, PD-1/L1+, FOXP3+, tumor-infiltrating lymphocytes [TILs]) and irAE occurrence. RESULTS The analysis of 32 cancers and 33 TIME features demonstrated a significant association between irAE RORs and the median number of base insertions and deletions (INDEL), neoantigens (r = 0.72), single-nucleotide variant neoantigens (r = 0.67), and CD8+ T-cell fraction (r = 0.51). A bivariate model using the median number of INDEL neoantigens and CD8 T-cell fraction had the highest accuracy in predicting RORs (adjusted r2 = 0.52, P = .002). Immunoprofile assessment of 156 patients with NSCLC revealed a strong trend for higher baseline median CD8+ T cells within patients' tumors who experienced any grade irAEs. Using machine learning, an expanded ICI-treated NSCLC cohort (n = 378) further showed a treatment duration-independent association of an increased proportion of high TIL (>median) in patients with irAEs (59.7% v 44%, P = .005). This was confirmed by using the Fine-Gray competing risk approach, demonstrating higher baseline TIL density (>median) associated with a higher cumulative incidence of irAEs (P = .028). CONCLUSION Our findings highlight a potential role for TIME features, specifically INDEL neoantigens and baseline-immune infiltration, in enabling optimal irAE risk stratification of patients.
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Affiliation(s)
- Csaba Kerepesi
- Institute for Computer Science and Control (SZTAKI), Hungarian Research Network (HUN-REN), Budapest, Hungary
| | | | - Biagio Ricciuti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | - Elio Adib
- Brigham and Women's Hospital, Boston, MA
| | - Joao V Alessi
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Federica Pecci
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Mehrdad Rakaee
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | | | - Anna-Mária Tőkés
- Department of Pathology, Forensic and Insurance Medicine, Semmelweis University, Budapest, Hungary
| | - Scott J Rodig
- ImmunoProfile, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Boston, MA
- Department of Pathology, Brigham and Women's Hospital, Boston, MA
| | - Mark M Awad
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - Aik Choon Tan
- Departments of Oncological Sciences and Biomedical Informatics, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
| | - Tibor Bakacs
- Institute for Computer Science and Control (SZTAKI), Hungarian Research Network (HUN-REN), Budapest, Hungary
| | - Abdul Rafeh Naqash
- Department of Probability, Alfred Renyi Institute of Mathematics, The Eötvös Loránd Research Network, Budapest, Hungary
- Medical Oncology/TSET Phase 1 Program, Stephenson Cancer Center @The University of Oklahoma, Oklahoma City, OK
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8
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Tasaki Y, Sugiyama Y, Hamamoto S, Naiki T, Uemura T, Yokota K, Kawakita D, Nakamura M, Ogawa R, Shimura T, Mimura Y, Hotta Y, Odagiri K, Ito N, Iida M, Kimura Y, Komatsu H, Kataoka H, Takiguchi S, Morita A, Iwasaki S, Okuda K, Niimi A, Yasui T, Furukawa‐Hibi Y. Eosinophil may be a predictor of immune-related adverse events induced by different immune checkpoint inhibitor types: A retrospective multidisciplinary study. Cancer Med 2023; 12:21666-21679. [PMID: 37986680 PMCID: PMC10757154 DOI: 10.1002/cam4.6724] [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: 08/28/2023] [Revised: 11/04/2023] [Accepted: 11/07/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) can cause severe immune-related adverse events (irAEs). However, biomarkers for irAEs common to different types of ICIs and cancers have not been reported. This study examined whether eosinophils can be used as a predictor of irAEs. METHODS Six hundred fourteen patients with cancer (esophageal, gastric, head and neck, lung, melanoma, renal cell, urothelial, and other cancer) received anti-PD-1, anti-PD-L1, or anti-CTLA-4 plus anti-PD-1 therapy. The patients were divided into two groups depending on whether they experienced irAEs (irAE group) or not (non-irAE group). Eosinophils were examined before the two-course treatment. RESULTS Patients in the irAE group who received anti-PD-1 or anti-CTLA-4 plus anti-PD-1 therapy had higher eosinophils before the two-course treatment than those in the non-irAE group (p < 0.05). The eosinophils in the anti-PD-L1 therapy group tended to increase in the irAE group. Furthermore, eosinophils in gastric, head and neck, lung, melanoma, renal, and urothelial cancers were significantly higher in the irAE group than in the non-irAE group (p < 0.05). The optimal cutoff value for eosinophils against irAEs was 3.0% (area under the curve = 0.668). In multivariate analyses, eosinophils of ≥3.0% were an independent factor for irAEs (odds ratio: 2.57, 95% CI: 1.79-3.67). CONCLUSION An increased eosinophil before the two-course treatment may be a predictor of irAEs in various cancers treated with different ICIs.
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Affiliation(s)
- Yoshihiko Tasaki
- Department of Clinical PharmaceuticsNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Yosuke Sugiyama
- Department of Clinical PharmaceuticsNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Shuzo Hamamoto
- Department of Nephro‐UrologyNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Taku Naiki
- Department of Nephro‐UrologyNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Takehiro Uemura
- Department of Respiratory Medicine, Allergy, and Clinical ImmunologyNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Keisuke Yokota
- Department of Thoracic and Pediatric SurgeryNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Daisuke Kawakita
- Department of Otorhinolaryngology, Head and Neck SurgeryNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Motoki Nakamura
- Department of Geriatric and Environmental DermatologyNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Ryo Ogawa
- Department of Gastroenterological SurgeryNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Takaya Shimura
- Department of Gastroenterology and MetabolismNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Yoshihisa Mimura
- Department of Clinical PharmaceuticsNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Yuji Hotta
- Department of Clinical PharmaceuticsNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Kunihiro Odagiri
- Department of Clinical PharmaceuticsNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Nanami Ito
- Department of Clinical PharmaceuticsNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Moeko Iida
- Department of Clinical PharmaceuticsNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Yuka Kimura
- Department of Clinical PharmaceuticsNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Hirokazu Komatsu
- Department of Hematology and OncologyNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Hiromi Kataoka
- Department of Gastroenterology and MetabolismNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Shuji Takiguchi
- Department of Gastroenterological SurgeryNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Akimichi Morita
- Department of Geriatric and Environmental DermatologyNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Shinichi Iwasaki
- Department of Otorhinolaryngology, Head and Neck SurgeryNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Katsuhiro Okuda
- Department of Thoracic and Pediatric SurgeryNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Akio Niimi
- Department of Respiratory Medicine, Allergy, and Clinical ImmunologyNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Takahiro Yasui
- Department of Nephro‐UrologyNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
| | - Yoko Furukawa‐Hibi
- Department of Clinical PharmaceuticsNagoya City University Graduate School of Medical SciencesNagoyaAichiJapan
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