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Li J, Luo Z, Jiang S, Li J. Advancements in neoadjuvant immune checkpoint inhibitor therapy for locally advanced head and neck squamous Carcinoma: A narrative review. Int Immunopharmacol 2024; 134:112200. [PMID: 38744175 DOI: 10.1016/j.intimp.2024.112200] [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: 03/03/2024] [Revised: 04/21/2024] [Accepted: 05/01/2024] [Indexed: 05/16/2024]
Abstract
The prevalent treatment paradigm for locally advanced head and neck squamous carcinoma (HNSCC) typically entails surgery followed by adjuvant radiotherapy and chemotherapy. Despite this, a significant proportion of patients experience recurrence and metastasis. Immune checkpoint inhibitors (ICIs), notably pembrolizumab and nivolumab, have been established as the first and second lines of treatment for recurrent and metastatic HNSCC (R/M HNSCC). The application of ICIs as neoadjuvant immunotherapy in this context is currently under rigorous investigation. This review synthesizes data from clinical trials focusing on neoadjuvant ICIs, highlighting that the pathological responses elicited by these treatments are promising. Furthermore, it is noted that the safety profiles of both monotherapy and combination therapies with ICIs are manageable, with no new safety signals identified. The review concludes by contemplating the future direction and challenges associated with neoadjuvant ICI therapy, encompassing aspects such as the refinement of imaging and pathological response criteria, selection criteria for adjuvant therapies, evaluation of the efficacy and safety of various combination treatment modalities, and the identification of responsive patient cohorts.
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Affiliation(s)
- Jin Li
- Department of Comprehensive Chemotherapy/Head & Neck Oncology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Hunan Cancer Hospital, Changsha, Hunan 410013, China
| | - Zhenqin Luo
- Department of Comprehensive Chemotherapy/Head & Neck Oncology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Hunan Cancer Hospital, Changsha, Hunan 410013, China
| | - Siqing Jiang
- Department of Comprehensive Chemotherapy/Head & Neck Oncology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Hunan Cancer Hospital, Changsha, Hunan 410013, China.
| | - Junjun Li
- Department of Pathology, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Hunan Cancer Hospital, Changsha, Hunan 410013, China.
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Kawashima A, Ishizuya Y, Yamamoto Y, Kato T, Hatano K, Nonomura N. Recent developments and future directions of first-line systemic therapy combined with immunotherapy for advanced or metastatic urothelial carcinoma: a historical perspective on treatment evolution. Int J Clin Oncol 2024:10.1007/s10147-024-02526-y. [PMID: 38850448 DOI: 10.1007/s10147-024-02526-y] [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: 12/16/2023] [Accepted: 04/02/2024] [Indexed: 06/10/2024]
Abstract
Urothelial carcinoma presents significant treatment challenges, especially in advanced stages. Traditionally managed with platinum-based chemotherapy, the advent of immunotherapies, particularly immune checkpoint inhibitors, has revolutionized urothelial carcinoma treatment. This review explores the evolution of urothelial carcinoma management, focusing on the transition from immune checkpoint inhibitors monotherapy to innovative combination therapies. Pembrolizumab, following the KEYNOTE-045 trial, emerged as a pivotal ICI in pretreated metastatic urothelial carcinoma, outperforming traditional chemotherapy. However, limitations surfaced in untreated metastatic urothelial carcinoma patients, particularly in those with low PD-L1 expression, as evidenced by trials like IMvigor130 and KEYNOTE-361. These challenges led to the exploration of combination therapies, including immune checkpoint inhibitors with platinum-based chemotherapy, tyrosine kinase inhibitors, and antibody-drug conjugates. Notably, the CheckMate 901 trial demonstrated improved outcomes with a nivolumab-chemotherapy combination. A significant breakthrough was achieved with the combination of enfortumab vedotin, an antibody-drug conjugates, and pembrolizumab, setting a new standard in first-line treatment for locally advanced or metastatic urothelial carcinoma. Future directions involve further exploration of antibody-drug conjugates and immune checkpoint inhibitors, as seen in the TROPHY-U-01 and TROPiCS-4 trials. The review concludes that the locally advanced or metastatic urothelial carcinoma treatment landscape is rapidly evolving, with combination therapies offering promising avenues for improved patient outcomes, signaling a new era in urothelial carcinoma management.
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Affiliation(s)
- Atsunari Kawashima
- Department of Urology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita City, Osaka, 565-0871, Japan.
| | - Yu Ishizuya
- Department of Urology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita City, Osaka, 565-0871, Japan
| | - Yoshiyuki Yamamoto
- Department of Urology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita City, Osaka, 565-0871, Japan
| | - Taigo Kato
- Department of Urology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita City, Osaka, 565-0871, Japan
| | - Koji Hatano
- Department of Urology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita City, Osaka, 565-0871, Japan
| | - Norio Nonomura
- Department of Urology, Graduate School of Medicine, Osaka University, 2-2 Yamadaoka, Suita City, Osaka, 565-0871, Japan
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Djunadi TA, Oh Y, Lee J, Yu J, Chung LIY, Lee Y, Kim L, Hong T, Lee S, Shah Z, Park JH, Yoon SM, Chae YK. Redefining Clinical Hyperprogression: The Incidence, Clinical Implications, and Risk Factors of Hyperprogression in Non-Small Cell Lung Cancer Treated with Immunotherapy. Clin Lung Cancer 2024; 25:365-375.e14. [PMID: 38644088 DOI: 10.1016/j.cllc.2024.03.001] [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: 10/22/2023] [Revised: 02/29/2024] [Accepted: 03/02/2024] [Indexed: 04/23/2024]
Abstract
INTRODUCTION Immune checkpoint inhibitors (ICIs) may be associated with hyperprogressive disease (HPD). However, there is currently no standardized definition of HPD, with its risk factors and clinical implications remaining unclear. We investigated HPD in lung cancer patients undergoing immunotherapy, aiming to redefine HPD, identify risk factors, and assess its impact on survival. METHODS Clinical and radiologic data from 121 non-small cell lung cancer (NSCLC) patients with 136 immunotherapy cases were reviewed retrospectively. Three HPD definitions (Champiat et al., HPDc; Saâda-Bouzid et al., HPDs; and Ferrara et al., HPDf) were employed. Additionally, all new measurable lesions on the post-treatment CT scan were incorporated in measuring the sum of longest diameters (SLD) to define modified HPD (mHPD). RESULTS Among the 121 patients, 4 (3.3%) had HPDc, 11 (9.1%) had HPDs, and none had HPDf. Adding all new measurable lesions increased HPD incidence by 5%-10% across definitions. Multivariate analysis revealed significantly lower progression-free survival (PFS) and overall survival (OS) for patients with HPDc (HR 5.25, P = .001; HR 3.75, P = .015) and HPDs (HR 3.74, P < .001; HR 3.46, P < .001) compared to those without. Patients with mHPD showed similarly poor survival outcomes as HPD patients. Liver metastasis at diagnosis was associated with HPDs, and a high tumor burden correlated with HPDc. CONCLUSIONS The incidence and risk factors of HPD varied with different definitions, but mHPD identified more cases with poor outcomes. This comprehensive approach may enhance the identification of at-risk patients and lead to a better understanding of HPD in lung cancer during immunotherapy.
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Affiliation(s)
- Trie Arni Djunadi
- Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Internal Medicine, Richmond University Medical Centre, Staten Island, NY
| | - Youjin Oh
- Feinberg School of Medicine, Northwestern University, Chicago, IL; Department of Internal Medicine, John H. Stroger, Jr. Hospital of Cook County, Chicago, IL
| | - Jeeyeon Lee
- Feinberg School of Medicine, Northwestern University, Chicago, IL; School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Jisang Yu
- Feinberg School of Medicine, Northwestern University, Chicago, IL
| | | | - Yeunho Lee
- Department of Pediatrics, University of Hawai'i, Honolulu, HI
| | - Leeseul Kim
- Department of Internal Medicine, Ascension Saint Francis Hospital, Evanston, IL
| | | | | | - Zunairah Shah
- Department of Hematology Oncology, Roswell Park Comprehensive Care Center, Buffalo, NY
| | - Joo Hee Park
- Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Sung Mi Yoon
- Department of Internal Medicine, Jacobi Medical Center/North Central Bronx Hospital Albert Einstein College of Medicine, Bronx, NY
| | - Young Kwang Chae
- Feinberg School of Medicine, Northwestern University, Chicago, IL.
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Deng C, Li ZX, Xie CJ, Zhang QL, Hu BS, Wang MD, Mei J, Yang C, Zhong Z, Wang KW. Pan-cancer analysis of CDKN2A alterations identifies a subset of gastric cancer with a cold tumor immune microenvironment. Hum Genomics 2024; 18:55. [PMID: 38822443 PMCID: PMC11143690 DOI: 10.1186/s40246-024-00615-7] [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: 06/28/2023] [Accepted: 05/03/2024] [Indexed: 06/03/2024] Open
Abstract
BACKGROUND Although CDKN2A alteration has been explored as a favorable factor for tumorigenesis in pan-cancers, the association between CDKN2A point mutation (MUT) and intragenic deletion (DEL) and response to immune checkpoint inhibitors (ICIs) is still disputed. This study aims to determine the associations of CDKN2A MUT and DEL with overall survival (OS) and response to immune checkpoint inhibitors treatment (ICIs) among pan-cancers and the clinical features of CDKN2A-altered gastric cancer. METHODS This study included 45,000 tumor patients that underwent tumor sequencing across 33 cancer types from four cohorts, the MSK-MetTropism, MSK-IMPACT, OrigiMed2020 and TCGA cohorts. Clinical outcomes and genomic factors associated with response to ICIs, including tumor mutational burden, copy number alteration, neoantigen load, microsatellite instability, tumor immune microenvironment and immune-related gene signatures, were collected in pan-cancer. Clinicopathologic features and outcomes were assessed in gastric cancer. Patients were grouped based on the presence of CDKN2A wild type (WT), CDKN2A MUT, CDKN2A DEL and CDKN2A other alteration (ALT). RESULTS Our research showed that CDKN2A-MUT patients had shorter survival times than CDKN2A-WT patients in the MSK MetTropism and TCGA cohorts, but longer OS in the MSK-IMPACT cohort with ICIs treatment, particularly in patients having metastatic disease. Similar results were observed among pan-cancer patients with CDKN2A DEL and other ALT. Notably, CDKN2A ALT frequency was positively related to tumor-specific objective response rates to ICIs in MSK MetTropism and OrigiMed 2020. Additionally, individuals with esophageal carcinoma or stomach adenocarcinoma who had CDKN2A MUT had poorer OS than patients from the MSK-IMPACT group, but not those with adenocarcinoma. We also found reduced levels of activated NK cells, T cells CD8 and M2 macrophages in tumor tissue from CDKN2A-MUT or DEL pan-cancer patients compared to CDKN2A-WT patients in TCGA cohort. Gastric cancer scRNA-seq data also showed that CDKN2A-ALT cancer contained less CD8 T cells but more exhausted T cells than CDKN2A-WT cancer. A crucial finding of the pathway analysis was the inhibition of three immune-related pathways in the CDKN2A ALT gastric cancer patients, including the interferon alpha response, inflammatory response, and interferon gamma response. CONCLUSIONS This study illustrates the CDKN2A MUT and DEL were associated with a poor outcome across cancers. CDKN2A ALT, on the other hand, have the potential to be used as a biomarker for choosing patients for ICI treatment, notably in esophageal carcinoma and stomach adenocarcinoma.
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Affiliation(s)
- Chao Deng
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China
- Wuxi School of Medicine, Jiangnan University, Wuxi, China
| | - Zi-Xi Li
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China
| | - Chen-Jun Xie
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China
| | - Qing-Lin Zhang
- Departments of Gastroenterology, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China
| | - Ben-Shun Hu
- Department of Hepatobiliary Surgery, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Mei-Dan Wang
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China
| | - Jie Mei
- Department of Oncology, The Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China
| | - Chen Yang
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China
| | - Zhangfeng Zhong
- Macao Centre for Research and Development in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau, Macao SAR 999078, China.
| | - Ke-Wei Wang
- Institute of Integrated Traditional Chinese and Western Medicine, Affiliated Hospital of Jiangnan University, No. 1000, Hefeng Rd, Wuxi, Jiangsu Province, 214122, China.
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Liu W, Xiao C, Luo J, Liu M, Sun B, Luo Z. Unveiling the role of FTO polymorphisms in predicting response to immune checkpoint inhibitors: A retrospective study. Int Immunopharmacol 2024; 133:112142. [PMID: 38669948 DOI: 10.1016/j.intimp.2024.112142] [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: 01/03/2024] [Revised: 04/12/2024] [Accepted: 04/20/2024] [Indexed: 04/28/2024]
Abstract
BACKGROUND Identifying patients who can benefit from immune checkpoint inhibitors (ICIs) is a critical challenge in immunotherapy. This study aimed to investigate the association between fat mass and obesity-associated protein (FTO) polymorphisms and ICIs treatment outcomes. METHOD This retrospective study was conducted on 371 patients with malignant tumors who received ICIs treatment and were followed-up for a minimum duration of 12 months. Seven variants in FTO gene were genotyped using the Sequenome MassARRAY platform, and their associations with ICIs treatment outcomes were analyzed. RESULTS Pharmacogenomic research revealed that individuals carrying the rs11075995AT/TT genotype were more likely to benefit from ICIs treatment compare to TT genotype. Cox regression analysis showed that rs1125338TT carriers exhibited a shorter progression-free survival (PFS, hazard ratio (HR) = 1.72, 95 % confidence interval (CI) = 1.12-2.46), while rs12596638GG carriers experienced extended PFS (HR = 0.71, 95 % CI = 0.50-0.99). Multiple Cox regression analysis indicated that rs12596638GG (HR = 6.81, 95 %CI = 1.20-38.56) and rs1125338CC (HR = 1.78, 95 %CI = 0.07-0.45), rs12600192CC (HR = 0.13, 95 %CI = 0.037-0.44) genotypes were independently associated with overall survival (OS) after adjusting clinical characteristics. Furthermore, patients with rs12600192CC genotype had a lower risk of severe irAEs compared to those with GG/GC genotypes (P < 0.01). CONCLUSION We identified FTO gene polymorphisms associated with treatment outcomes of ICI treatment in patients with multiple solid cancers, which might serve as potential predictive biomarkers.
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Affiliation(s)
- Wenhui Liu
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, PR China; Institute of Clinical Pharmacy, Central South University, Changsha, PR China
| | - Chenlin Xiao
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, PR China; Institute of Clinical Pharmacy, Central South University, Changsha, PR China
| | - Jianquan Luo
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, PR China; Institute of Clinical Pharmacy, Central South University, Changsha, PR China
| | - Mouze Liu
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, PR China; Institute of Clinical Pharmacy, Central South University, Changsha, PR China
| | - Bao Sun
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, PR China; Institute of Clinical Pharmacy, Central South University, Changsha, PR China
| | - Zhiying Luo
- Department of Pharmacy, The Second Xiangya Hospital, Central South University, Changsha, PR China; Institute of Clinical Pharmacy, Central South University, Changsha, PR China.
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Ren Z, Yang K, Zhu L, Yin D, Zhou Y. Regulatory T cells as crucial trigger and potential target for hyperprogressive disease subsequent to PD-1/PD-L1 blockade for cancer treatment. Int Immunopharmacol 2024; 132:111934. [PMID: 38574701 DOI: 10.1016/j.intimp.2024.111934] [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: 12/20/2023] [Revised: 03/21/2024] [Accepted: 03/24/2024] [Indexed: 04/06/2024]
Abstract
PD-1/PD-L1 blockade therapy has brought great success to cancer treatment. Nevertheless, limited beneficiary populations and even hyperprogressive disease (HPD) greatly constrain the application of PD-1/PD-L1 inhibitors in clinical treatment. HPD is a special pattern of disease progression with rapid tumor growth and even serious consequences of patient death, which requires urgent attention. Among the many predisposing causes of HPD, regulatory T cells (Tregs) are suspected because they are amplified in cases of HPD. Tregs express PD-1 thus PD-1/PD-L1 blockade therapy may have an impact on Tregs which leads to HPD. Tregs are a subset of CD4+ T cells expressing FoxP3 and play critical roles in suppressing immunity. Tregs migrate toward tumors in the presence of chemokines to suppress antitumor immune responses, causing cancer cells to grow and proliferate. Studies have shown that deleting Tregs could enhance the efficacy of PD-1/PD-L1 blockade therapy and reduce the occurrence of HPD. This suggests that immunotherapy combined with Treg depletion may be an effective means of avoiding HPD. In this review, we summarized the immunosuppressive-related functions of Tregs in antitumor therapy and focused on advances in therapy combining Tregs depletion with PD-1/PD-L1 blockade in clinical studies. Moreover, we provided an outlook on Treg-targeted HPD early warning for PD-1/PD-L1 blockade therapy.
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Affiliation(s)
- Zhe Ren
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China; BGI College & Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450000, Henan, China
| | - Kaiqing Yang
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Lin Zhu
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China
| | - Detao Yin
- Department of Thyroid Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China.
| | - Yubing Zhou
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China.
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Oh Y, Yoon SM, Lee J, Park JH, Lee S, Hong T, Chung LI, Sudhaman S, Riddell T, Palsuledesai CC, Krainock M, Liu MC, Chae YK. Personalized, tumor-informed, circulating tumor DNA assay for detecting minimal residual disease in non-small cell lung cancer patients receiving curative treatments. Thorac Cancer 2024; 15:1095-1102. [PMID: 38558374 PMCID: PMC11062881 DOI: 10.1111/1759-7714.15281] [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: 01/07/2024] [Revised: 02/24/2024] [Accepted: 02/29/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Circulating tumor DNA (ctDNA) has emerged as a prognostic and predictive biomarker for detection of minimal residual disease (MRD), monitoring treatment response, and early detection of recurrence in cancer patients. In this study, we explored the utility of ctDNA-based MRD detection to predict recurrence in a real-world cohort of primarily early-stage non-small cell lung cancer (NSCLC) patients treated with curative intent. METHODS Longitudinal plasma samples were collected post curative-intent treatment from 36 patients with stage I-IV NSCLC. A personalized, tumor-informed assay was used to detect and quantify ctDNA in plasma samples. RESULTS Of the 24 patients with plasma samples available during the MRD window (within 6 months of curative surgery and before adjuvant therapy), ctDNA was detectable in two patients. Patients with ctDNA-positivity during the MRD window were 15 times more likely to recur compared to ctDNA-negative patients (HR: 15.0, 95% CI: 1.0-253.0, p = 0.010). At any time post-curative intent treatment, ctDNA-positivity was associated with significantly poorer recurrence-free survival compared to persistently ctDNA-negative patients (p < 0.0001). CONCLUSION Our real-world data indicate that longitudinal, personalized, tumor-informed ctDNA monitoring is a valuable tool in patients with NSCLC receiving curative treatment to identify patients at high risk for recurrence.
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Affiliation(s)
- Youjin Oh
- Feinberg School of Medicine, Northwestern UniversityChicagoIllinoisUSA
- Department of internal medicineJohn H. Stroger Hospital of Cook CountyChicagoIllinoisUSA
| | - Sung Mi Yoon
- Feinberg School of Medicine, Northwestern UniversityChicagoIllinoisUSA
- North Central Bronx Hospital, Albert Einstein College of MedicineBronxNew YorkUSA
| | - Jeeyeon Lee
- Feinberg School of Medicine, Northwestern UniversityChicagoIllinoisUSA
- Kyungpook National University School of Medicine, Kyungpook National University Chilgok HospitalDaeguRepublic of Korea
| | - Joo Hee Park
- Feinberg School of Medicine, Northwestern UniversityChicagoIllinoisUSA
| | - Soowon Lee
- Feinberg School of Medicine, Northwestern UniversityChicagoIllinoisUSA
- Baylor UniversityWacoTexasUSA
| | - Timothy Hong
- Feinberg School of Medicine, Northwestern UniversityChicagoIllinoisUSA
| | | | | | | | | | | | | | - Young Kwang Chae
- Feinberg School of Medicine, Northwestern UniversityChicagoIllinoisUSA
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Zhang GY, Du XZ, Xu R, Chen T, Wu Y, Wu XJ, Liu S. Development and Validation of a Machine Learning-Based Model Using CT Radiomics for Predicting Immune Checkpoint Inhibitor-related Pneumonitis in Patients With NSCLC Receiving Anti-PD1 Immunotherapy: A Multicenter Retrospective CaseControl Study. Acad Radiol 2024; 31:2128-2143. [PMID: 37977890 DOI: 10.1016/j.acra.2023.10.039] [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: 08/24/2023] [Revised: 10/06/2023] [Accepted: 10/23/2023] [Indexed: 11/19/2023]
Abstract
RATIONALE AND OBJECTIVES This study aimed to develop and evaluate a radiomics-based model combined with clinical and qualitative radiological (semantic feature [SF]) features to predict immune checkpoint inhibitor-related pneumonitis (CIP) in patients with non-small cell lung cancer (NSCLC) treated with programmed cell death protein 1 inhibitors. MATERIALS AND METHODS This was a multicenter retrospective casecontrol study conducted from January 1, 2018, to December 31, 2022, at three centers. Patients with NSCLC treated with anti-PD1 were enrolled and randomly divided into two groups (7:3): training (n = 95) and validation (n = 39). Logistic regression (LR) and support vector machine (SVM) algorithms were used to transform features into the models. RESULTS The study comprised 134 participants from three independent centers (male, 114/134, 85%; mean [±standard deviation] age, 63.92 [±7.9] years). The radiomics score (RS) models built based on the LR and SVM algorithms could accurately predict CIP (area under the receiver operating characteristics curve [AUC], 0.860 [0.780, 0.939] and 0.861 [0.781, 0.941], respectively). The AUCs for the RS-clinic-SF combined model were 0.903 (0.839, 0.967) and 0.826 (0.688, 0.964) in the training and validation cohorts, respectively. Decision curve analysis showed that the combined models achieved high clinical net benefit across the majority of the range of reasonable threshold probabilities. CONCLUSION This study demonstrated that the combined model constructed by the identified features of RS, clinical features, and SF has the potential to precisely predict CIP. The RS-clinic-SF combined model has the potential to be used more widely as a practical tool for the noninvasive prediction of CIP to support individualized treatment planning.
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Affiliation(s)
- Guo-Yue Zhang
- Department of Respiratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P.R. China (G.-y.Z., X.-z.D., R.X., Y.W., X.-j.W.).
| | - Xian-Zhi Du
- Department of Respiratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P.R. China (G.-y.Z., X.-z.D., R.X., Y.W., X.-j.W.).
| | - Rui Xu
- Department of Respiratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P.R. China (G.-y.Z., X.-z.D., R.X., Y.W., X.-j.W.).
| | - Ting Chen
- Department of Radiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P.R. China (T.C.).
| | - Yue Wu
- Department of Respiratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P.R. China (G.-y.Z., X.-z.D., R.X., Y.W., X.-j.W.).
| | - Xiao-Juan Wu
- Department of Respiratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P.R. China (G.-y.Z., X.-z.D., R.X., Y.W., X.-j.W.); Department of Respiratory and Critical Care Medicine, Suining Central Hospital, Suining, 629000, Sichuan, P.R. China (X.-j.W.).
| | - Shui Liu
- Department of Respiratory and Critical Care Medicine, People's Hospital of Fengjie, Fengjie, Chongqing, 404600, P.R. China (S.L.).
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TONG Y, LONG Y, ZHANG F, LI J. [Advances in Pseudoprogression of Immune Checkpoint Inhibitors
in Non-small Cell Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2024; 27:306-320. [PMID: 38769834 PMCID: PMC11110244 DOI: 10.3779/j.issn.1009-3419.2024.101.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Indexed: 05/22/2024]
Abstract
The advent of immune checkpoint inhibitors (ICIs) has greatly improved the prognosis of advanced lung cancer patients, but can lead to pseudoprogression (PsP), which complicates clinical evaluation and management. PsP is manifested as temporary enlargement of the tumour or the appearance of new lesions, etc., and improvement in imaging occurs with continued treatment, mostly without worsening of clinical symptoms. Currently, there are still difficulties in the early diagnosis of PsP, and its occurrence mechanism is not yet clear, lacking good predictive factors and related biomarkers. This article reviews the current research status of PsP of ICIs in non-small cell lung cancer in order to provide helpful clinical strategies for oncologists using these drugs.
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Zhang Q, Liang XY, Wang ZS, Sun A, Cao TB, Zhang YP, Li N, Yi TY, Qu KP. Immune checkpoint inhibitor for different age patients with NSCLC in efficacy: A systematic review and meta-analysis. Asian J Surg 2024:S1015-9584(24)00572-4. [PMID: 38641539 DOI: 10.1016/j.asjsur.2024.03.145] [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: 11/29/2023] [Revised: 03/11/2024] [Accepted: 03/22/2024] [Indexed: 04/21/2024] Open
Abstract
OBJECTIVE This article is a Meta-analysis aiming to systematically evaluate the difference in efficacy of immune checkpoint inhibitor in patients with non-small cell lung cancer (NSCLC) by age. METHODS We performed a Meta-analysis of published randomized controlled trials concerning for patients with NSCLC by age. We compared overall survival among three groups (age <65 years, age 65-75 years, age ≥75 years). Hazard ratios (HRs) and 95% confidence intervals (CIs) were collected and pooled. RESULTS A total of 10,291 patients from 17 RCTs were included. In the group under age 65 years, immune checkpoint inhibitor can significantly prolong the overall survival of patients with NSCLC (HR = 0.73, 95% CI: 0.66∼0.81, P < 0.00001). In the age 65-75 years group, immune checkpoint inhibitors prolonged overall survival in patients with NSCLC (HR = 0.78, 95% CI:0.71∼0.84, P < 0.00001). However, it has no significant effect on the overall survival of NSCLC patients (HR = 0.88, 95% CI:0.72∼1.08, P > 0.05) in the group older than 75 years. CONCLUSIONS Immune checkpoint inhibitors prolonged the overall survival of NSCLC patients in the age <65 years group and the age 65-75 years group, but in the age ≥75 years group, there was no significant effect on overall survival. This may be related to innate immune and adaptive immune dysregulation due to "immunosenescence" in older patients.
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Affiliation(s)
- Qi Zhang
- Gansu Provincial Central Hospital, Lanzhou, China
| | | | | | - An Sun
- Gansu Provincial Central Hospital, Lanzhou, China
| | - Tin-Bao Cao
- Gansu Provincial Central Hospital, Lanzhou, China
| | | | - Nan Li
- Gansu Provincial Central Hospital, Lanzhou, China
| | - Tong-Ying Yi
- Gansu Provincial Central Hospital, Lanzhou, China
| | - Kun-Peng Qu
- Gansu Provincial Central Hospital, Lanzhou, China.
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Hong S, Lee JH, Heo JY, Suh KJ, Kim SH, Kim YJ, Kim JH. Impact of concurrent medications on clinical outcomes of cancer patients treated with immune checkpoint inhibitors: analysis of Health Insurance Review and Assessment data. J Cancer Res Clin Oncol 2024; 150:186. [PMID: 38600328 PMCID: PMC11006739 DOI: 10.1007/s00432-024-05728-z] [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: 02/07/2024] [Accepted: 03/26/2024] [Indexed: 04/12/2024]
Abstract
PURPOSE Medications regulating immune homeostasis and gut microbiota could affect the efficacy of immune checkpoint inhibitors (ICIs). This study aimed to investigate the impact of concurrent medications on the clinical outcomes of patients with cancer receiving ICI therapy in South Korea. METHODS We identified patients newly treated with ICI for non-small cell lung cancer (NSCLC), urothelial carcinoma (UC), and malignant melanoma (MM) between August 2017 and June 2020 from a nationwide database in Korea. The effect of concurrent antibiotics (ATBs), corticosteroids (CSs), proton-pump inhibitors (PPIs), and opioids prescribed within 30 days before ICI initiation on the treatment duration and survival was assessed. RESULTS In all, 8870 patients were included in the ICI cohort (NSCLC, 7,128; UC, 960; MM, 782). The patients were prescribed ATBs (33.8%), CSs (47.8%), PPIs (28.5%), and opioids (53.1%) at the baseline. The median overall survival durations were 11.1, 12.2, and 22.1 months in NSCLC, UC, and MM subgroups, respectively, since starting the ICI mostly as second-line (NSCLC and UC) and first-line (MM) therapy. Early progression was observed in 34.2% of the patients. Opioids and CS were strongly associated with poor survival across all cancer types. A high number of concurrent medications was associated with early progression and short survival. Opioid and CS use was associated with poor prognosis in all patients treated with ICIs. However, ATBs and PPIs had a cancer-specific effect on survival. CONCLUSION A high number of concurrent medications was associated with poor clinical outcomes.
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Affiliation(s)
- Soojung Hong
- Division of Oncology-Hematology, Department of Internal Medicine, National Health Insurance Service, Ilsan Hospital, Goyang, Republic of Korea
| | - Ju Hyun Lee
- Division of Hematology/Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
| | - Ja Yoon Heo
- Division of Oncology-Hematology, Department of Internal Medicine, National Health Insurance Service, Ilsan Hospital, Goyang, Republic of Korea
| | - Koung Jin Suh
- Division of Hematology/Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Se Hyun Kim
- Division of Hematology/Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yu Jung Kim
- Division of Hematology/Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jee Hyun Kim
- Division of Hematology/Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
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Rosu OA, Tolea MI, Parosanu AI, Stanciu MI, Cotan HT, Nitipir C. Challenges in the Diagnosis and Treatment of Oral Amelanotic Malignant Melanoma: A Case Report. Cureus 2024; 16:e57875. [PMID: 38725781 PMCID: PMC11079336 DOI: 10.7759/cureus.57875] [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: 04/08/2024] [Indexed: 05/12/2024] Open
Abstract
Oral malignant melanoma (OMM) is extremely rare and usually has a poor prognosis. Early diagnosis is very important and can improve survival but it is usually difficult due to a lack of symptomatology. We present the first case of a 39-year-old East European woman with oral amelanotic melanoma, who underwent surgery and adjuvant immunotherapy; however, after six months, she developed local recurrence. The patient continued immunotherapy with external radiotherapy targeting the oral tumor recurrence. During therapy, imagistic reevaluation brought evidence of bones, lungs, liver, endotracheal, and brain metastases. Histological differential diagnosis between amelanotic OMM and leiomyosarcoma was necessary to establish the right course of treatment. A series of complications further delayed chemotherapy administration, making the treatment in this case very challenging. The patient had a significant, although late response to immunotherapy, and maintained a good performance status during disease progression with a survival of 15 months until present.
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Affiliation(s)
- Oana A Rosu
- Oncology, Elias Emergency University Hospital, Bucuresti, ROU
| | | | - Andreea I Parosanu
- Oncology, Carol Davila University of Medicine and Pharmacy, Bucharest, ROU
- Oncology, Elias Emergency University Hospital, Bucharest, ROU
| | - Miruna I Stanciu
- Medical Oncology, Elias Emergency University Hospital, Bucharest, ROU
| | - Horia T Cotan
- Oncology, Elias Emergency University Hospital, Bucharest, ROU
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Ghodsi A, Hicks RJ, Iravani A. PET/Computed Tomography Transformation of Oncology: Immunotherapy Assessment. PET Clin 2024; 19:291-306. [PMID: 38199917 DOI: 10.1016/j.cpet.2023.12.012] [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] [Indexed: 01/12/2024]
Abstract
Immunotherapy approaches have changed the treatment landscape in a variety of malignancies with a high anti-tumor response. Immunotherapy may be associated with novel response and progression patterns that pose a substantial challenge to the conventional criteria for assessing treatment response, including response evaluation criteria in solid tumors (RECIST) 1.1. In addition to the morphologic details provided by computed tomography (CT) and MRI, hybrid molecular imaging emerges as a comprehensive imaging modality with the capacity to interrogate pathophysiological mechanisms like glucose metabolism. This review highlights the current status of 2-deoxy-2-[18F]fluoro-D-glucose positron emission tomography/computed tomography (18F-FDG PET/CT) in prognostication, response monitoring, and identifying immune-related adverse events. Furthermore, it investigates the potential role of novel immuno-PET tracers that could complement the utilization of 18F-FDG PET/CT by imaging the specific pathways involved in immunotherapeutic strategies.
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Affiliation(s)
- Alireza Ghodsi
- Department of Radiology, University of Washington, 1144 Eastlake Avenue East, Seattle, WA 98109, USA
| | - Rodney J Hicks
- Department of Medicine, St Vincent's Hospital, The University of Melbourne, Australia; Department of Medicine, Central Clinical School, The Alfred Hospital, Monash University, Melbourne, Australia; The Melbourne Theranostic Innovation Centre, North Melbourne, Australia
| | - Amir Iravani
- Department of Radiology, University of Washington, 1144 Eastlake Avenue East, Seattle, WA 98109, USA.
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Xu S, Shukuya T, Shimamura S, Hayashi T, Sato Y, Shiozaki H, Nishioki T, Nishino K, Kato M, Hattori A, Shimada N, Suzuki K, Kitano S, Takahashi K. Hyperprogressive disease under anti-PD-1 rechallenge after initial response to anti-PD-1 treatment for non-small cell lung cancer: a case report. Transl Lung Cancer Res 2024; 13:666-672. [PMID: 38601437 PMCID: PMC11002506 DOI: 10.21037/tlcr-23-765] [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] [Received: 11/19/2023] [Accepted: 02/27/2024] [Indexed: 04/12/2024]
Abstract
Background Hyperprogressive disease is an unexpected response pattern observed in immune checkpoint therapy and associated with poor prognosis. The rechallenge of programmed cell death 1/programmed cell death ligand 1 (PD-1/PD-L1) inhibitors can be a treatment option in non-small cell lung cancer (NSCLC) patients who once responded to them. Here, we reported the hyperprogressive phenomenon after PD-1/PD-L1 rechallenge in a patient with NSCLC. Case Description This case report described a patient with recurrent large cell lung cancer undergoing hyperprogressive disease with pleural and pericardial dissemination shortly after the pembrolizumab rechallenge, although he had a favorable response to the initial pembrolizumab treatment. A lower ratio of CD8+ T cells to Foxp3+ regulatory T cells was distributed in the cell blocks of pleural and pericardial effusion which were taken after hyperprogressive disease, compared to the resected tumor microenvironment. Neutrophil-to-lymphocyte ratio (NLR) was lower in peripheral blood when the disease was controlled and it rose when the disease progressed. Notably, NLR increased dramatically when hyperprogression occurred. Conclusions For the first time, we reported that a patient who showed a favorable response to initial anti-PD-1 treatment underwent hyperprogressive disease when rechallenging the same immunotherapy. The increased Foxp3+ regulatory T cells in the tumor microenvironment and the longitudinal change of NLRs in peripheral blood were suggested to be associated with hyperprogressive disease.
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Affiliation(s)
- Shiting Xu
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Takehito Shukuya
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Shoko Shimamura
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Takuo Hayashi
- Department of Pathology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yoshihiko Sato
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hitomi Shiozaki
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Toshihiko Nishioki
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Koichi Nishino
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Motoyasu Kato
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Aritoshi Hattori
- Department of Thoracic Surgery, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Naoko Shimada
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Kenji Suzuki
- Department of Thoracic Surgery, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Shigehisa Kitano
- Department of Advanced Medical Development, The Cancer Institute Hospital of JFCR, Tokyo, Japan
| | - Kazuhisa Takahashi
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
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15
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Wang J, Liu J, Yan C, Wang K, Li Q, Yu J. Advanced gallbladder cancer with high tumor mutation burden: a case report and literature review. AME Case Rep 2024; 8:53. [PMID: 38711896 PMCID: PMC11071012 DOI: 10.21037/acr-23-188] [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] [Received: 10/25/2023] [Accepted: 02/08/2024] [Indexed: 05/08/2024]
Abstract
Background Gallbladder cancer (GBC) is a common malignant tumor of the biliary system. It is characterised by insidious onset, rapid progression and poor prognosis. Symptoms often indicate advanced or late-stage disease, with a 5-year survival rate of only 5-15%. Case Description We present a case study of a patient with GBC who had a tumor mutation burden (TMB) of 32.5/MB (≥10 muts/MB). The patient received mFOLFIRINOX as first-line chemotherapy, which demonstrated significant efficacy. After stabilizing the disease, a sequential chemotherapy regimen was chosen. This regimen combined the immune checkpoint inhibitor (ICI) toripalimab (JS001), a humanised IgG4 monoclonal antibody targeting programmed cell death protein 1 (PD-1), with S-1 therapy, an oral fluoropyrimidine derivative. However, this treatment did not provide any significant clinical benefit for the patient. Therefore, we hypothesise that combining immunotherapy with chemotherapy may be more effective as a first line treatment for high-TMB advanced GBC. This hypothesis needs to be validated in large-scale clinical studies. Conclusions In summary, mFOLFIRINOX is a safe and effective first-line chemotherapy regimen for advanced GBC. The timing of combining immunotherapy with chemotherapy requires careful consideration. Further clinical trials involving immunotherapy in advanced GBC are necessary to identify biomarkers that can guide clinical decisions.
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Affiliation(s)
- Juan Wang
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Jianmin Liu
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
- Affiliated Hospital of Weifang Medical University, School of Clinical Medicine, Weifang Medical University, Weifang, China
| | - Chao Yan
- Department of Radiotherapy, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China
| | - Kai Wang
- Department of Radiotherapy, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China
| | - Qiuyao Li
- Department of Pathology, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China
| | - Jie Yu
- Department of Radiation Oncology and Shandong Provincial Key Laboratory of Radiation Oncology, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
- Department of Radiotherapy, Qilu Hospital (Qingdao), Cheeloo College of Medicine, Shandong University, Qingdao, China
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Huang D, Lin C, Jiang Y, Xin E, Xu F, Gan Y, Xu R, Wang F, Zhang H, Lou K, Shi L, Hu H. Radiomics model based on intratumoral and peritumoral features for predicting major pathological response in non-small cell lung cancer receiving neoadjuvant immunochemotherapy. Front Oncol 2024; 14:1348678. [PMID: 38585004 PMCID: PMC10996281 DOI: 10.3389/fonc.2024.1348678] [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: 12/03/2023] [Accepted: 03/06/2024] [Indexed: 04/09/2024] Open
Abstract
Objective To establish a radiomics model based on intratumoral and peritumoral features extracted from pre-treatment CT to predict the major pathological response (MPR) in patients with non-small cell lung cancer (NSCLC) receiving neoadjuvant immunochemotherapy. Methods A total of 148 NSCLC patients who underwent neoadjuvant immunochemotherapy from two centers (SRRSH and ZCH) were retrospectively included. The SRRSH dataset (n=105) was used as the training and internal validation cohort. Radiomics features of intratumoral (T) and peritumoral regions (P1 = 0-5mm, P2 = 5-10mm, and P3 = 10-15mm) were extracted from pre-treatment CT. Intra- and inter- class correlation coefficients and least absolute shrinkage and selection operator were used to feature selection. Four single ROI models mentioned above and a combined radiomics (CR: T+P1+P2+P3) model were established by using machine learning algorithms. Clinical factors were selected to construct the combined radiomics-clinical (CRC) model, which was validated in the external center ZCH (n=43). The performance of the models was assessed by DeLong test, calibration curve and decision curve analysis. Results Histopathological type was the only independent clinical risk factor. The model CR with eight selected radiomics features demonstrated a good predictive performance in the internal validation (AUC=0.810) and significantly improved than the model T (AUC=0.810 vs 0.619, p<0.05). The model CRC yielded the best predictive capability (AUC=0.814) and obtained satisfactory performance in the independent external test set (AUC=0.768, 95% CI: 0.62-0.91). Conclusion We established a CRC model that incorporates intratumoral and peritumoral features and histopathological type, providing an effective approach for selecting NSCLC patients suitable for neoadjuvant immunochemotherapy.
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Affiliation(s)
- Dingpin Huang
- Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Department of Radiology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
- Medical Imaging International Scientific and Technological Cooperation Base of Zhejiang Province, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Chen Lin
- Department of Radiology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China
| | - Yangyang Jiang
- Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Enhui Xin
- Department of Research and Development, Shanghai United Imaging Intelligence Co., Ltd., Shanghai, China
| | - Fangyi Xu
- Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yi Gan
- Department of Pathology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Rui Xu
- DUT-RU International School of Information Science and Engineering, Dalian University of Technology, Dalian, Liaoning, China
- DUT-RU Co-Research Center of Advanced Information Computing Technology (ICT) for Active Life, Dalian University of Technology, Dalian, Liaoning, China
| | - Fang Wang
- Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Haiping Zhang
- Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Kaihua Lou
- Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Lei Shi
- Department of Radiology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang, China
| | - Hongjie Hu
- Department of Radiology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
- Medical Imaging International Scientific and Technological Cooperation Base of Zhejiang Province, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
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Liu L, Zhang H, Hou J, Zhang Y, Wang L, Wang S, Yao Z, Xie T, Wen X, Xu Q, Dai L, Feng Z, Zhang P, Wu Y, Sun H, Liu J, Yuan H. Discovery of Novel PD-L1 Small-Molecular Inhibitors with Potent In Vivo Anti-tumor Immune Activity. J Med Chem 2024. [PMID: 38465588 DOI: 10.1021/acs.jmedchem.4c00102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Programmed death-ligand 1 (PD-L1) has surfaced as a promising therapeutic target for various cancers due to its pivotal role in facilitating tumor immune evasion. Herein, we report a series of novel small-molecule PD-L1 inhibitors exhibiting remarkable inhibitory activity against the PD-1/PD-L1 interaction (X18: IC50 = 1.3 nM) and reinstating the suppressive effect of PD-L1 on T cells (X18: EC50 = 152.8 nM). Crystallographic studies revealed the binding mode of X18 and PD-L1. Through a rational prodrug design approach, we have successfully optimized the oral pharmacokinetic properties of X22, effectively addressing the poor oral pharmacokinetic profile of PD-L1 small-molecule inhibitors. Notably, X22 demonstrated significant antitumor efficacy in murine models of MC38 and CT26 colon cancer through the upregulation of tumor infiltration and cytotoxicity of CD8+ T cells partially. These findings offer promising prospects for the advancement of PD-L1 inhibitors as innovative agents in cancer immunotherapy.
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Affiliation(s)
- Liu Liu
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Honghan Zhang
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Jie Hou
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Yuying Zhang
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- New Drug Screening Center, China Pharmaceutical University, Nanjing 210009, China
| | - Luosen Wang
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Shijun Wang
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Zhiying Yao
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Tao Xie
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Xiaoan Wen
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Qinglong Xu
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Liang Dai
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Zhiqi Feng
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Pu Zhang
- Jiangsu Flag Chemical Industry Co., Ltd., Nanjing 211500, China
| | - Yaojun Wu
- Jiangsu Flag Chemical Industry Co., Ltd., Nanjing 211500, China
| | - Hongbin Sun
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
| | - Jun Liu
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- New Drug Screening Center, China Pharmaceutical University, Nanjing 210009, China
| | - Haoliang Yuan
- Jiangsu Key Laboratory of Drug Discovery for Metabolic Disease, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
- Chongqing Innovation Institute of China Pharmaceutical University, Chongqing 401135, China
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18
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Alkader MS, Altaha RZ, Jabali EH, Attieh OA, Matalqa AW. Is there an association between lymph node size and hyperprogression in immunotherapy-treated patients? ROMANIAN JOURNAL OF INTERNAL MEDICINE = REVUE ROUMAINE DE MEDECINE INTERNE 2024; 62:33-43. [PMID: 37882575 DOI: 10.2478/rjim-2023-0025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Indexed: 10/27/2023]
Abstract
BACKGROUND Hyperprogressive disease (HPD) can be described as an accelerated increase in the growth rate of tumors combined with rapid clinical deterioration observed in a subset of cancer patients undergoing immunotherapy, specifically with immune checkpoint inhibitors (ICIs). The reported incidence of HPD ranges from 5.9% to 43.1% in patients receiving ICIs. In this context, identifying reliable predictive risk factors for HPD is crucial as it may allow for earlier intervention and ultimately improve patient outcomes. METHODS This study retrospectively analyzed ten metastatic renal cell carcinoma (mRCC) patients. The identification of HPD was based on the diagnostic criteria proposed by Ferrara R et al. This study aimed to investigate whether there is an association between LN size and HPD using a cutoff value of 3 cm for LN size. Given the limited sample size, Fisher's exact test was used to test this association. We conducted a Kaplan-Meier (KM) analysis to estimate the median overall survival (OS) of patients with HPD and compared it to those without HPD. RESULTS Three patients (30%) developed HPD, while seven (70%) did not. Fisher's exact test revealed a statistically significant association between the HPD and LN size ≥ 3 cm (p=0.008). In the HPD group, the median OS was significantly shorter, with a median OS of 3 months, whereas in the non-HPD group, the median OS was not reached (P =0.001). CONCLUSION The present study found a significant association between LN size ≥ 3 cm in the pretreatment period and HPD development.
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Affiliation(s)
- Mohammad S Alkader
- Department of Clinical Oncology, Military Cancer Center, Royal Medical Services, Amman, Jordan
| | - Rashed Z Altaha
- Department of Internal Medicine, Military Cancer Center, Royal Medical Services, Amman, Jordan
| | - Eslam H Jabali
- Department of nuclear medicine, Royal Medical Services, Amman, Jordan
| | - Ola A Attieh
- Department of nuclear medicine, Royal Medical Services, Amman, Jordan
| | - Ala' W Matalqa
- Department of Internal Medicine, Military Cancer Center, Royal Medical Services, Amman, Jordan
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Prelaj A, Ganzinelli M, Provenzano L, Mazzeo L, Viscardi G, Metro G, Galli G, Agustoni F, Corte CMD, Spagnoletti A, Giani C, Ferrara R, Proto C, Brambilla M, Dumitrascu AD, Inno A, Signorelli D, Pizzutilo EG, Brighenti M, Biello F, Bennati C, Toschi L, Russano M, Cortellini A, Catania C, Bertolini F, Berardi R, Cantini L, Pecci F, Macerelli M, Emili R, Bareggi C, Verderame F, Lugini A, Pisconti S, Buzzacchino F, Aieta M, Tartarone A, Spinelli G, Vita E, Grisanti S, Trovò F, Auletta P, Lorenzini D, Agnelli L, Sangaletti S, Mazzoni F, Calareso G, Ruggirello M, Greco GF, Vigorito R, Occhipinti M, Manglaviti S, Beninato T, Leporati R, Ambrosini P, Serino R, Silvestri C, Zito E, Pedrocchi ACL, Miskovic V, de Braud F, Pruneri G, Lo Russo G, Genova C, Vingiani A. APOLLO 11 Project, Consortium in Advanced Lung Cancer Patients Treated With Innovative Therapies: Integration of Real-World Data and Translational Research. Clin Lung Cancer 2024; 25:190-195. [PMID: 38262770 DOI: 10.1016/j.cllc.2023.12.012] [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: 04/06/2023] [Revised: 12/16/2023] [Accepted: 12/18/2023] [Indexed: 01/25/2024]
Abstract
INTRODUCTION Despite several therapeutic efforts, lung cancer remains a highly lethal disease. Novel therapeutic approaches encompass immune-checkpoint inhibitors, targeted therapeutics and antibody-drug conjugates, with different results. Several studies have been aimed at identifying biomarkers able to predict benefit from these therapies and create a prediction model of response, despite this there is a lack of information to help clinicians in the choice of therapy for lung cancer patients with advanced disease. This is primarily due to the complexity of lung cancer biology, where a single or few biomarkers are not sufficient to provide enough predictive capability to explain biologic differences; other reasons include the paucity of data collected by single studies performed in heterogeneous unmatched cohorts and the methodology of analysis. In fact, classical statistical methods are unable to analyze and integrate the magnitude of information from multiple biological and clinical sources (eg, genomics, transcriptomics, and radiomics). METHODS AND OBJECTIVES APOLLO11 is an Italian multicentre, observational study involving patients with a diagnosis of advanced lung cancer (NSCLC and SCLC) treated with innovative therapies. Retrospective and prospective collection of multiomic data, such as tissue- (eg, for genomic, transcriptomic analysis) and blood-based biologic material (eg, ctDNA, PBMC), in addition to clinical and radiological data (eg, for radiomic analysis) will be collected. The overall aim of the project is to build a consortium integrating different datasets and a virtual biobank from participating Italian lung cancer centers. To face with the large amount of data provided, AI and ML techniques will be applied will be applied to manage this large dataset in an effort to build an R-Model, integrating retrospective and prospective population-based data. The ultimate goal is to create a tool able to help physicians and patients to make treatment decisions. CONCLUSION APOLLO11 aims to propose a breakthrough approach in lung cancer research, replacing the old, monocentric viewpoint towards a multicomprehensive, multiomic, multicenter model. Multicenter cancer datasets incorporating common virtual biobank and new methodologic approaches including artificial intelligence, machine learning up to deep learning is the road to the future in oncology launched by this project.
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Affiliation(s)
- Arsela Prelaj
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy; Electronic, Information e Bio-engeenering, Politecnico di Milano, Milan, Italy
| | - Monica Ganzinelli
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Leonardo Provenzano
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy.
| | - Laura Mazzeo
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Giuseppe Viscardi
- Oncology Department, Ospedale Monaldi, Azienda Ospedaliera Dei Colli, Napoli, Italy
| | - Giulio Metro
- Oncology Unit, Azienda Ospedaliera Santa Maria della Misercordia, Perugia, Italy
| | - Giulia Galli
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Francesco Agustoni
- Medical Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Carminia Maria Della Corte
- Dipartimento di Medicina di Precisione, Università degli Studi della Campania "Luigi Vanvitelli", Napoli, Italy
| | - Andrea Spagnoletti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Claudia Giani
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Roberto Ferrara
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Claudia Proto
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Marta Brambilla
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Andra Diana Dumitrascu
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Alessandro Inno
- Oncology Department, IRCCS Ospedale Sacro Cuore don Calabria, Verona, Italy
| | - Diego Signorelli
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | | | - Federica Biello
- Medical Oncology Unit, Azienda Ospedaliero Universitaria Maggiore della Carità, Novara, Italy
| | - Chiara Bennati
- Oncology Unit, Ospedale Santa Maria delle Croci, Ravenna, Italy
| | - Luca Toschi
- Oncology Department, Istituto Clinico Humanitas IRCCS, Milan, Italy
| | - Marco Russano
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, Rome, Italy; Department of Surgery and Cancer, Hammersmith Hospital Campus, Imperial College London, London, United Kingdom
| | - Alessio Cortellini
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Via Alvaro del Portillo, Rome, Italy
| | - Chiara Catania
- Oncology Department, Humanitas Gavazzeni, Bergamo, Italy
| | | | - Rossana Berardi
- Clinica Oncologica, Università Politecnica delle Marche, AOU delle Marche, Ancona, Italy
| | - Luca Cantini
- Clinica Oncologica, Università Politecnica delle Marche, AOU delle Marche, Ancona, Italy
| | - Federica Pecci
- Clinica Oncologica, Università Politecnica delle Marche, AOU delle Marche, Ancona, Italy
| | - Marianna Macerelli
- Medical Oncology Unit, Azienda Ospedaliero-Universitaria Santa Maria Della Misericordia, Udine, Italy
| | - Rita Emili
- Oncology Unit, Ospedale Santa Maria della Misericordia, Urbino, Italy
| | - Claudia Bareggi
- Oncology Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | | | - Antonio Lugini
- Oncology Unit, Azienda Ospedaliera San Giovanni Addolorata, Rome, Italy
| | | | | | - Michele Aieta
- Oncology Unit, IRCCS CROB, Rionero in Vulture, Italy
| | | | | | - Emanuele Vita
- Oncology Department, Policlinico Universitario Fondazione "A.Gemelli" IRCCS, Rome, Italy
| | - Salvatore Grisanti
- Medical Oncology Unit, ASST Spedali Civili di Breascia, University of Brescia, Brescia, Italy
| | - Francesco Trovò
- Electronic, Information e Bio-engeenering, Politecnico di Milano, Milan, Italy
| | - Pietro Auletta
- IPOP onlus - Associazione Insieme per i Pazienti di Oncologia Polmonare, Milan, Italy
| | - Daniele Lorenzini
- Pathology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Luca Agnelli
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Sabina Sangaletti
- Sperimental Oncology and Molecular Medicine Department, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | | | - Giuseppina Calareso
- Radiology Department, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Margherita Ruggirello
- Radiology Department, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | | | - Raffaella Vigorito
- Radiology Department, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Mario Occhipinti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Sara Manglaviti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Teresa Beninato
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Rita Leporati
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Paolo Ambrosini
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Roberta Serino
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Cecilia Silvestri
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Emanuela Zito
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | | | - Vanja Miskovic
- Electronic, Information e Bio-engeenering, Politecnico di Milano, Milan, Italy
| | - Filippo de Braud
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Giancarlo Pruneri
- Pathology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Giuseppe Lo Russo
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
| | - Carlo Genova
- Medical Oncology Unit, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Andrea Vingiani
- Pathology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori (INT), Milan, Italy
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Li Y, Wang P, Xu J, Shi X, Yin T, Teng F. Noninvasive radiomic biomarkers for predicting pseudoprogression and hyperprogression in patients with non-small cell lung cancer treated with immune checkpoint inhibition. Oncoimmunology 2024; 13:2312628. [PMID: 38343749 PMCID: PMC10857548 DOI: 10.1080/2162402x.2024.2312628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Accepted: 01/28/2024] [Indexed: 02/15/2024] Open
Abstract
This study aimed to develop a computed tomography (CT)-based radiomics model capable of precisely predicting hyperprogression and pseudoprogression (PP) in patients with non-small cell lung cancer (NSCLC) treated with immunotherapy. We retrospectively analyzed 105 patients with NSCLC, from three institutions, treated with immune checkpoint inhibitors (ICIs) and categorized them into training and independent testing set. Subsequently, we processed CT scans with a series of image-preprocessing techniques, and 6008 radiomic features capturing intra- and peritumoral texture patterns were extracted. We used the least absolute shrinkage and selection operator logistic regression model to select radiomic features and construct machine learning models. To further differentiate between progressive disease (PD) and hyperprogressive disease (HPD), we developed a new radiomics model. The logistic regression (LR) model showed optimal performance in distinguishing PP from HPD, with areas under the receiver operating characteristic curve (AUC) of 0.95 (95% confidence interval [CI]: 0.91-0.99) and 0.88 (95% CI: 0.66-1) in the training and testing sets, respectively. Additionally, the support vector machine model showed optimal performance in distinguishing PD from HPD, with AUC of 0.97 (95% CI: 0.93-1) and 0.87 (95% CI: 0.72-1) in the training and testing sets, respectively. Kaplan‒Meier survival curves showed clear stratification between PP predicted by the radiomics model and true progression (HPD and PD) (hazard ratio = 0.337, 95% CI: 0.200-0.568, p < 0.01) in overall survival. Our study demonstrates that radiomic features extracted from baseline CT scans are effective in predicting PP and HPD in patients with NSCLC treated with ICIs.
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Affiliation(s)
- Yikun Li
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
| | - Peiliang Wang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Cheeloo College of Medicine, Shandong University, Jinan, People’s Republic of China
| | - Junhao Xu
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
| | - Xiaonan Shi
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
| | - Tianwen Yin
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, People’s Republic of China
| | - Feifei Teng
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Cheeloo College of Medicine, Shandong University, Jinan, People’s Republic of China
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Kim MJ, Hong SPD, Park Y, Chae YK. Incidence of immunotherapy-related hyperprogressive disease (HPD) across HPD definitions and cancer types in observational studies: A systematic review and meta-analysis. Cancer Med 2024; 13:e6970. [PMID: 38400685 PMCID: PMC10891462 DOI: 10.1002/cam4.6970] [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: 10/03/2023] [Accepted: 01/02/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND While evidence of hyperprogressive disease (HPD) continues to grow, the lack of a consensual definition obscures a proper characterization of HPD incidence. We examined how HPD incidence varies by the tumor type or the type of definition used. METHODS We searched PubMed, Embase, the Cochrane Library of Systematic Reviews, and Web of Science from database inception to June 21, 2022. Observational studies reporting HPD incidence, in patients diagnosed with solid malignant tumors and treated with immune checkpoint inhibitors (ICI), were included. Random-effects meta-analyses were performed, and all statistical tests were 2-sided. RESULTS HPD incidence was 12.4% (95% CI 10.2%-15.0%) with evidence of heterogeneity (Q = 119.32, p < 0.001). Meta-regression showed that the risk of developing HPD was higher in patients with advanced gastric cancer (adjusted odds ratio [OR], 10.83; 95% CI, 2.14-54.65; p < 0.001), hepatocellular carcinoma (adjusted OR, 7.99; 95% CI, 1.68-38.13; p = 0.006), non-small cell lung cancer (adjusted OR, 7.14; 95% CI, 1.58-32.29; p = 0.005), and mixed or other types (adjusted OR, 5.09; 95% CI, 1.12-23.14, p = 0.018) than in patients with renal cell carcinoma. Across definitions, HPD defined as a tumor growth kinetics ratio ≥ 2 (adjusted OR, 1.82; 95% CI, 1.08-3.07; p = 0.025) based on the Response Evaluation Criteria in Solid Tumors (RECIST) reported higher incidence than when HPD was defined as RECIST-defined progressive disease and a change in the tumor growth rate (TGR) exceeding 50% (∆TGR > 50). CONCLUSIONS The incidence of immunotherapy-related HPD may vary across tumor types and definitions used, supporting the argument for a uniform and improved method of HPD evaluation for informed clinical decision-making.
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Affiliation(s)
- Min Jeong Kim
- Department of MedicineNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Seung Pyo D. Hong
- Department of MedicineNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Yeonggyeong Park
- Department of MedicineNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
| | - Young Kwang Chae
- Department of MedicineNorthwestern University Feinberg School of MedicineChicagoIllinoisUSA
- Robert H. Lurie Comprehensive Cancer CenterNorthwestern UniversityChicagoIllinoisUSA
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22
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Samuelly A, Di Stefano RF, Turco F, Delcuratolo MD, Pisano C, Saporita I, Calabrese M, Carfì FM, Tucci M, Buttigliero C. Navigating the ICI Combination Treatment Journey: Patterns of Response and Progression to First-Line ICI-Based Combination Treatment in Metastatic Renal Cell Carcinoma. J Clin Med 2024; 13:307. [PMID: 38256441 PMCID: PMC10816933 DOI: 10.3390/jcm13020307] [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: 12/07/2023] [Revised: 12/31/2023] [Accepted: 01/02/2024] [Indexed: 01/24/2024] Open
Abstract
The use of immune checkpoint inhibitors (ICIs) in combination with tyrosine kinase inhibitors or other ICIs has significantly improved the prognosis for patients with mccRCC. This marks a major milestone in the treatment of mccRCC. Nonetheless, most patients will discontinue first-line therapy. In this narrative review, we analyze the different patterns of treatment discontinuation in the four pivotal phase III trials that have shown an improvement in overall survival in mccRCC first-line therapy, starting from 1 January 2017 to 1 June 2023. We highlight the different discontinuation scenarios and their influences on subsequent treatment options, aiming to provide more data to clinicians to navigate a complex decision-making process through a narrative review approach. We have identified several causes for discontinuations for patients treated with ICI-based combinations, such as interruption for drug-related adverse events, ICI treatment completion, treatment discontinuation due to complete response or maximum clinical benefit, or due to progression (pseudoprogression, systemic progression, and oligoprogression); for each case, an extensive analysis of the trials and current medical review has been conducted.
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Affiliation(s)
- Alessandro Samuelly
- Department of Medical Oncology, University of Turin, San Luigi Gonzaga Hospital, 10043 Orbassano, Italy; (A.S.); (F.T.); (I.S.); (M.C.)
| | - Rosario Francesco Di Stefano
- Department of Medical Oncology, University of Turin, San Luigi Gonzaga Hospital, 10043 Orbassano, Italy; (A.S.); (F.T.); (I.S.); (M.C.)
| | - Fabio Turco
- Department of Medical Oncology, University of Turin, San Luigi Gonzaga Hospital, 10043 Orbassano, Italy; (A.S.); (F.T.); (I.S.); (M.C.)
| | - Marco Donatello Delcuratolo
- Department of Medical Oncology, University of Turin, San Luigi Gonzaga Hospital, 10043 Orbassano, Italy; (A.S.); (F.T.); (I.S.); (M.C.)
| | - Chiara Pisano
- Department of Medical Oncology, S. Croce e Carle Hospital, 12100 Cuneo, Italy;
| | - Isabella Saporita
- Department of Medical Oncology, University of Turin, San Luigi Gonzaga Hospital, 10043 Orbassano, Italy; (A.S.); (F.T.); (I.S.); (M.C.)
| | - Mariangela Calabrese
- Department of Medical Oncology, University of Turin, San Luigi Gonzaga Hospital, 10043 Orbassano, Italy; (A.S.); (F.T.); (I.S.); (M.C.)
| | - Federica Maria Carfì
- Department of Medical Oncology, University of Turin, San Luigi Gonzaga Hospital, 10043 Orbassano, Italy; (A.S.); (F.T.); (I.S.); (M.C.)
| | - Marcello Tucci
- Department of Medical Oncology, Cardinal Massaia Hospital, 14100 Asti, Italy
| | - Consuelo Buttigliero
- Department of Medical Oncology, University of Turin, San Luigi Gonzaga Hospital, 10043 Orbassano, Italy; (A.S.); (F.T.); (I.S.); (M.C.)
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23
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Meng L, Wu H, Wu J, Ding P, He J, Sang M, Liu L. Mechanisms of immune checkpoint inhibitors: insights into the regulation of circular RNAS involved in cancer hallmarks. Cell Death Dis 2024; 15:3. [PMID: 38177102 PMCID: PMC10766988 DOI: 10.1038/s41419-023-06389-5] [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: 09/15/2023] [Revised: 12/06/2023] [Accepted: 12/11/2023] [Indexed: 01/06/2024]
Abstract
Current treatment strategies for cancer, especially advanced cancer, are limited and unsatisfactory. One of the most substantial advances in cancer therapy, in the last decades, was the discovery of a new layer of immunotherapy approach, immune checkpoint inhibitors (ICIs), which can specifically activate immune cells by targeting immune checkpoints. Immune checkpoints are a type of immunosuppressive molecules expressed on immune cells, which can regulate the degree of immune activation and avoid autoimmune responses. ICIs, such as anti-PD-1/PD-L1 drugs, has shown inspiring efficacy and broad applicability across various cancers. Unfortunately, not all cancer patients benefit remarkably from ICIs, and the overall response rates to ICIs remain relatively low for most cancer types. Moreover, the primary and acquired resistance to ICIs pose serious challenges to the clinical application of cancer immunotherapy. Thus, a deeper understanding of the molecular biological properties and regulatory mechanisms of immune checkpoints is urgently needed to improve clinical options for current therapies. Recently, circular RNAs (circRNAs) have attracted increasing attention, not only due to their involvement in various aspects of cancer hallmarks, but also for their impact on immune checkpoints in shaping the tumor immune microenvironment. In this review, we systematically summarize the current status of immune checkpoints in cancer and the existing regulatory roles of circRNAs on immune checkpoints. Meanwhile, we also aim to settle the issue in an evidence-oriented manner that circRNAs involved in cancer hallmarks regulate the effects and resistance of ICIs by targeting immune checkpoints.
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Affiliation(s)
- Lingjiao Meng
- Department of Tumor Immunotherapy, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, 050035, China
- Research Center and Tumor Research Institute, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, 050017, China
| | - Haotian Wu
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
| | - Jiaxiang Wu
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
| | - Ping'an Ding
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
| | - Jinchen He
- The Third Department of Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, 050011, China
- Hebei Key Laboratory of Precision Diagnosis and Comprehensive Treatment of Gastric Cancer, Shijiazhuang, 050011, China
| | - Meixiang Sang
- Research Center and Tumor Research Institute, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, 050017, China.
- Science and Education Department, Shanghai Electric Power Hospital, Shanghai, 20050, China.
| | - Lihua Liu
- Department of Tumor Immunotherapy, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, 050035, China.
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Qi R, Yang L, Zhao X, Huo L, Wang Y, Zhang P, Chen X. Progress in the research of immunotherapy‑related hyperprogression (Review). Mol Clin Oncol 2024; 20:3. [PMID: 38223402 PMCID: PMC10784782 DOI: 10.3892/mco.2023.2701] [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: 02/21/2023] [Accepted: 11/02/2023] [Indexed: 01/16/2024] Open
Abstract
Immunotherapy has become an effective method for the treatment of a variety of malignant tumors. However, with the development of immunotherapy, the phenomenon of hyperprogression in patients with cancer has gradually attracted attention. Hyperprogression refers to a condition in which the progression of a disease during treatment of a patient with cancer is suddenly accelerated. To date, no reliable marker has been found to predict accelerated tumor growth during immune checkpoint inhibitor (ICI) treatment. The aim the present study was to summarize the definition of hyperprogression and the difference between hyperprogression and pseudocytosis, and investigate the potential mechanisms of hyperprogression including clinical characteristics, potential molecular markers and the immune microenvironment. The effect of macrophage-related different types and factors on tumors in the immune microenvironment was analyzed, and the findings may be used to determine the future directions of research in hyperprogression.
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Affiliation(s)
- Ruizhe Qi
- Department of Pharmacy, The Second Affiliated Hospital of Xingtai Medical College, Xingtai, Hebei 054000, P.R. China
| | - Lihui Yang
- Department of Nursing, The Second Affiliated Hospital of Xingtai Medical College, Xingtai, Hebei 054000, P.R. China
| | - Xinchao Zhao
- Department of Pharmacy, The Second Affiliated Hospital of Xingtai Medical College, Xingtai, Hebei 054000, P.R. China
| | - Liying Huo
- Department of Pharmacy, The Second Affiliated Hospital of Xingtai Medical College, Xingtai, Hebei 054000, P.R. China
| | - Yaling Wang
- Department of Pharmacy, Zhengzhou Ninth People's Hospital, Zhengzhou, Henan 450000, P.R. China
| | - Peifang Zhang
- Department of Nursing, The Second Affiliated Hospital of Xingtai Medical College, Xingtai, Hebei 054000, P.R. China
| | - Xiaomei Chen
- Department of Pharmacy, Baoan Central Hospital of Shenzhen, Shenzhen, Guangdong 518102, P.R. China
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25
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Martella S, Aiello MM, Bertaglia V, Cau R, Denaro N, Cadoni A, Novello S, Scartozzi M, Novello G, Soto Parra HJ, Saba L, Solinas C, Porcu M. Malignant Pleural Mesothelioma: Staging and Radiological Response Criteria in Patients Treated with Immune Checkpoint Inhibitors. Target Oncol 2024; 19:13-28. [PMID: 38063957 DOI: 10.1007/s11523-023-01017-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/16/2023] [Indexed: 02/01/2024]
Abstract
Malignant pleural mesothelioma (MPM) is a rare and challenging cancer associated with asbestos fiber exposure, which offers limited treatment options. Historically, platinum-based chemotherapy has been the primary approach, but recent developments have introduced immunotherapy as a promising alternative for the treatment of this disease. Nevertheless, the unique growth patterns and occasionally ambiguous progressive characteristics of MPM make the interpretation of radiological assessments complex. Immunotherapy further complicates matters by introducing unconventional treatment response patterns such as hyperprogression and pseudoprogression. Consequently, there is a growing imperative to integrate the standard RECIST criteria with the mesothelioma-specific mRECIST criteria (version 1.1), as outlined in iRECIST. This comprehensive review is driven by the intent to provide a valuable resource for radiologists and clinicians engaged in the diagnosis, treatment, and monitoring of MPM in the era of immunotherapy. Specifically, the current imaging methods employed for staging and follow-up will be exposed and discussed, with a focus on the technical specificities and the mRECIST 1.1 methodology. Furthermore, we will provide a discussion about major clinical trials related to the use of immunotherapy in MPM patients. Finally, the latest advancements in radiomics, the applications of artificial intelligence in MPM, and their potential impact on clinical practice for prognosis and therapy, are discussed.
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Affiliation(s)
- Serafina Martella
- Department of Medical Oncology, University Hospital Policlinico San Marco, Catania, Italy
| | - Marco Maria Aiello
- Department of Medical Oncology, University Hospital Policlinico San Marco, Catania, Italy
| | - Valentina Bertaglia
- Department of Oncology, San Luigi Gonzaga Hospital, University of Turin, Turin, Italy
| | - Riccardo Cau
- Department of Radiology, AOU Cagliari, S.S: 554, km 4,500, CAP: 09042, Monserrato (CA), Italy
| | - Nerina Denaro
- Department of Medical Oncology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy
| | - Andrea Cadoni
- Department of Medical Oncology, AOU Cagliari, Monserrato (CA), Italy
| | - Silvia Novello
- Department of Oncology, San Luigi Gonzaga Hospital, University of Turin, Turin, Italy
| | - Mario Scartozzi
- Department of Medical Oncology, AOU Cagliari, Monserrato (CA), Italy
| | - Giuseppe Novello
- Department of Medical Oncology, University Hospital Policlinico San Marco, Catania, Italy
| | - Hector Josè Soto Parra
- Department of Medical Oncology, University Hospital Policlinico San Marco, Catania, Italy
| | - Luca Saba
- Department of Radiology, AOU Cagliari, S.S: 554, km 4,500, CAP: 09042, Monserrato (CA), Italy
| | - Cinzia Solinas
- Department of Oncology, San Luigi Gonzaga Hospital, University of Turin, Turin, Italy
| | - Michele Porcu
- Department of Radiology, AOU Cagliari, S.S: 554, km 4,500, CAP: 09042, Monserrato (CA), Italy.
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Xue D, Zhu T, Lin H, Guo P, Li M, Yu M, Yang F, Yang S, Chen X. Transcriptome dysregulation in hyper-progressive disease samples with immune checkpoint blockade. Chin Med J (Engl) 2023; 136:3019-3021. [PMID: 37649413 PMCID: PMC10752450 DOI: 10.1097/cm9.0000000000002550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Indexed: 09/01/2023] Open
Affiliation(s)
- Dan Xue
- Department of Respiratory Medicine, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
- Department of Geriatrics, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
| | - Tengteng Zhu
- Hongqiao International Institute of Medicine, Shanghai Tongren Hospital/Clinical Research Institute, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Hongguang Lin
- Department of Respiratory Medicine, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
- Department of Geriatrics, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
| | - Peilin Guo
- Department of Respiratory Medicine, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
| | - Mengling Li
- Department of Respiratory Medicine, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
| | - Mei'e Yu
- Department of Respiratory Medicine, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
| | - Fan Yang
- Department of Respiratory Medicine, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
| | - Sheng Yang
- Department of Oncology, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
| | - Xiangqi Chen
- Department of Respiratory Medicine, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
- Department of Geriatrics, Fujian Medical University Union Hospital, Fuzhou, Fujian 350000, China
- Fujian Key Laboratory of Translational Research in Cancer and Neurodegenerative Diseases, Fuzhou, Fujian 350122, China
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27
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Kato M, Uchida J. Recent advances in immune checkpoint inhibitors in the treatment of urothelial carcinoma: A review. Int J Urol 2023; 30:1068-1077. [PMID: 37602512 DOI: 10.1111/iju.15278] [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: 05/30/2023] [Accepted: 08/02/2023] [Indexed: 08/22/2023]
Abstract
Treatment options for urothelial carcinoma were limited until the emergence of immune checkpoint inhibitors, and even now, the prognosis of metastatic disease is poor compared with the other two major genitourinary cancers, renal cell carcinoma and prostate cancer. Despite the increasing use of immune checkpoint inhibitors in the sequential treatment of urothelial carcinoma, conflicting results from similar randomized clinical trials call into question the efficacy of this treatment. In addition, physicians must be aware of the clinical characteristics of immune checkpoint inhibitors, including immune-related adverse events, pseudo- and hyperprogression. This review summarizes the conflicting results of recent clinical trials and provides insights into the role of immune checkpoint inhibitors in the treatment of urothelial carcinoma.
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Affiliation(s)
- Minoru Kato
- Department of Urology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
| | - Junji Uchida
- Department of Urology, Graduate School of Medicine, Osaka Metropolitan University, Osaka, Japan
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28
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Huang D, Lin G, Chu Q, Hu Y, Wang J, Wang Z, Yang F, Zhong W, Zhou C, Zhu B, Ai X, Cao B, Cao Y, Chen M, Chen X, Chu T, Duan J, Fan Y, Fang Y, Feng S, Feng W, Guo H, Han C, He Y, Hong S, Hu J, Huang M, Huang Y, Jiang D, Jiang K, Jiang R, Jin B, Jin S, Li J, Li M, Li Z, Li C, Lin J, Liu A, Liu SM, Liu Y, Liu Z, Liu Z, Liu Z, Liu Z, Liu Z, Lu Y, Lv T, Ma Z, Miao Q, Peng M, Pu X, Ren XB, Shan J, Shan J, Shen P, Shen B, Shi M, Song Y, Song Z, Su C, Sun J, Tian P, Wang J, Wang F, Wang H, Wang J, Wang Q, Wang W, Wang Y, Wu L, Wu F, Xia Y, Xie C, Xie C, Xin T, Xiong J, Xu H, Xu S, Xu Y, Xu B, Xu C, Yan X, Yang Z, Yao W, Yu Y, Feng Y, Yu Z, Yu Y, Yue D, Zhang H, Zhang H, Zhang L, Zhang L, Zhang Q, Zhang T, Zhang B, Zhao J, Zhao M, Zheng X, Zhong F, Zhou J, Zhou P, Zhu Z, Zou J, Zou Z. Clinical definition of secondary resistance to immunotherapy in non-small cell lung cancer. Thorac Cancer 2023; 14:3421-3429. [PMID: 37963454 PMCID: PMC10693946 DOI: 10.1111/1759-7714.15157] [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: 10/25/2023] [Accepted: 10/29/2023] [Indexed: 11/16/2023] Open
Abstract
Immune checkpoint inhibitors (PD-1/PD-L1 and CTLA-4 blockade) have revolutionized the treatment landscape in non-small cell lung cancer (NSCLC). Secondary resistance to immunotherapy (IO), which poses a substantial challenge in clinical settings, occurs in several initial responders. Currently, new treatment approaches have been extensively evaluated in investigational studies for these patients to tackle this difficult problem; however, the lack of consistency in clinical definition, uniform criteria for enrollment in clinical trials, and interpretation of results remain significant hurdles to progress. Thus, our expert panel comprehensively synthesized data from current studies to propose a practical clinical definition of secondary resistance to immunotherapy in NSCLC in metastatic and neoadjuvant settings. In addition to patients who received IO alone (including IO-IO combinations), we also generated a definition for patients treated with chemotherapy plus IO. This consensus aimed to provide guidance for clinical trial design and facilitate future discussions with investigators. It should be noted that additional updates in this consensus are required when new data is available.
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Affiliation(s)
- Dingzhi Huang
- Department of Thoracic OncologyTianjin Medical University Cancer Institute and HospitalTianjinPeople's Republic of China
| | - Gen Lin
- Department of Thoracic OncologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
| | - Qian Chu
- Department of Oncology, Tongji Hospital, Tongji Medical CollegeHuazhong University of Science and TechnologyWuhanPeople's Republic of China
| | - Yi Hu
- Senior Department of OncologyChinese PLA General HospitalBeijingPeople's Republic of China
| | - Jun Wang
- Department of OncologyThe First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan HospitalJi'nanPeople's Republic of China
| | - Zhijie Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople's Republic of China
| | - Fan Yang
- Department of Thoracic SurgeryPeking University People HospitalBeijingPeople's Republic of China
| | - Wenzhao Zhong
- Guangdong Lung Cancer Institute, Guangdong Provincial People's HospitalGuangdong Academy of Medical SciencesGuangzhouPeople's Republic of China
| | - Chengzhi Zhou
- Pulmonary and Critical Care Medicine, Guangzhou Institute of Respiratory Health, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, State Key Laboratory of Respiratory DiseasesThe First Affiliated Hospital of Guangzhou Medical UniversityGuangzhouPeople's Republic of China
| | - Bo Zhu
- Institute of Cancer, Xinqiao HospitalArmy Medical UniversityChongqingPeople's Republic of China
| | - Xinghao Ai
- Shanghai Lung Cancer Center, Shanghai Chest HospitalShanghai Jiao Tong University School of MedicineShanghaiPeople's Republic of China
| | - Baoshan Cao
- Cancer centerPeking University Third Hospital/ Department of medical oncology and radiation sickness, Peking University Third HospitalBeijingPeople's Republic of China
| | - Yabing Cao
- Department of oncologyKiang Wu HospitalMacauPeople's Republic of China
| | - Mingqiu Chen
- Department of Thoracic Radiation Oncology, Clinical Oncology School of Fujian Medical UniversityFujian Cancer HospitalFuzhouPeople's Republic of China
| | - Xiaohui Chen
- Department of Thoracic Surgery, Clinical Oncology School of Fujian Medical UniversityFujian Cancer HospitalFuzhouPeople's Republic of China
| | - Tianqing Chu
- Respiratory Department, Shanghai Chest HospitalShanghai Jiao Tong University School of MedicineShanghaiPeople's Republic of China
| | - Jianchun Duan
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople's Republic of China
| | - Yun Fan
- Department of Medical OncologyZhejiang Cancer HospitalHangzhouPeople's Republic of China
| | - Yong Fang
- Department of Medical Oncology, Sir Run Run Shaw HospitalZhenjiang University School of MedicineHangzhouPeople's Republic of China
| | - Shuitu Feng
- Department of Medical OncologyFudan University Shanghai Cancer Center Xiamen HospitalXiamenPeople's Republic of China
| | - Weineng Feng
- Department of Pulmonary OncologyThe First People's Hospital of FoshanFoshanPeople's Republic of China
| | - Hui Guo
- Department of Medical OncologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anPeople's Republic of China
| | - Chengbo Han
- Department of OncologyShengjing Hospital of China Medical UniversityShenyangPeople's Republic of China
| | - Yong He
- Department of Respiratory Medicine, Xinqiao HospitalArmy Medical UniversityChongqingPeople's Republic of China
| | - Shaodong Hong
- State Key Laboratory of Oncology in Southern ChinaSun Yat‐sen University Cancer CenterGuangzhouPeople's Republic of China
| | - Jie Hu
- Zhongshan Hospital, Fudan UniversityShanghai Geriatric CenterShanghaiPeople's Republic of China
| | - Meijuan Huang
- Division of Thoracic Tumor Multimodality Treatment and Department of Medical Oncology, Cancer Center, West China HospitalSichuan UniversityChengduPeople's Republic of China
| | - Yan Huang
- State Key Laboratory of Oncology in Southern ChinaSun Yat‐sen University Cancer CenterGuangzhouPeople's Republic of China
| | - Da Jiang
- Department of OncologyThe Fourth Affiliated Hospital of Hebei Medical UniversityShijiazhuangPeople's Republic of China
| | - Kan Jiang
- Department of Thoracic OncologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
| | - Richeng Jiang
- Department of Thoracic OncologyTianjin Medical University Cancer Institute and HospitalTianjinPeople's Republic of China
| | - Bo Jin
- Department of Medical OncologyThe First affiliated hospital of China Medical UniversityShenyangPeople's Republic of China
| | - Shi Jin
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital &Shenzhen HospitalChinese Academy of Medical Sciences and Perking Union Medical CollegeShenzhenPeople's Republic of China
| | - Jisheng Li
- Department of Medical OncologyQilu Hospital of Shandong UniversityJi'nanPeople's Republic of China
| | - Min Li
- Department of Respiratory Medicine, Xiangya HospitalCentral South UniversityChangshaPeople's Republic of China
| | - Ziming Li
- Shanghai Lung Cancer Center, Shanghai Chest HospitalShanghai Jiao Tong University School of MedicineShanghaiPeople's Republic of China
| | - Chao Li
- Department of PathologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
| | - Jie Lin
- Department of Medical OncologyThe Second Affiliated Hospital of Kunming Medical UniversityKunmingPeople's Republic of China
| | - Anwen Liu
- Department of Medical OncologyThe Second Affiliated Hospital of Nanchang UniversityNanchangPeople's Republic of China
| | - Si‐Yang Maggie Liu
- Department of Hematology, First Affiliated HospitalJi'nan UniversityGuangzhouPeople's Republic of China
| | - Yutao Liu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople's Republic of China
| | - Zhefeng Liu
- Senior Department of OncologyChinese PLA General HospitalBeijingPeople's Republic of China
| | - Zhe Liu
- Department of Medical Oncology, Beijing Chest HospitalCapital Medical UniversityBeijingPeople's Republic of China
| | - Zhenhua Liu
- Department of Oncology, Shengli Clinical Medical College of Fujian Medical UniversityFujian Provincial HospitalFuzhouPeople's Republic of China
| | - Zhentian Liu
- Department of Thoracic Oncology,Jiangxi Cancer HospitalNanchangPeople's Republic of China
| | - Zhigang Liu
- Cancer CenterThe 10th Affiliated Hospital of Southern Medical UniversityDongguanPeople's Republic of China
| | - Yuping Lu
- Department of Abdominal OncologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
| | - Tangfeng Lv
- Department of Respiratory Medicine, Affiliated Jinling HospitalMedical School of Nanjing UniversityNanjingPeople's Republic of China
| | - Zhiyong Ma
- Department of Respiratory MedicineHenan Cancer Hospital /Affiliated Cancer Hospital of Zhengzhou UniversityZhengzhouPeople's Republic of China
| | - Qian Miao
- Department of Thoracic OncologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
| | - Min Peng
- Cancer centerRenmin Hospital of Wuhan UniversityWuhanPeople's Republic of China
| | - Xingxiang Pu
- Department of Thoracic Medical Oncology, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaPeople's Republic of China
| | - Xiu Bao Ren
- Department of BiotherapyTianjin Medical University Cancer Institute and HospitalTianjinPeople's Republic of China
| | - Jianzhen Shan
- Department of Medical OncologyThe First Affiliated Hospital of Zhejiang UniversityZhejiangPeople's Republic of China
| | - Jinlu Shan
- Department of Medical Oncology, Daping HospitalArmy Medical UniversityChongqingPeople's Republic of China
| | - Peng Shen
- Department of Oncology, Nanfang HospitalSouthern Medical UniversityGuangzhouPeople's Republic of China
| | - Bo Shen
- Department of Medical OncologyJiangsu Cancer Hospital and Jiangsu Institute of Cancer Research and Affiliated Cancer Hospital of Nanjing Medical UniversityNanjingPeople's Republic of China
| | - Meiqi Shi
- Department of Medical OncologyJiangsu Cancer Hospital and Jiangsu Institute of Cancer Research and Affiliated Cancer Hospital of Nanjing Medical UniversityNanjingPeople's Republic of China
| | - Yong Song
- Department of Respiratory Medicine, Affiliated Jinling HospitalMedical School of Nanjing UniversityNanjingPeople's Republic of China
| | - Zhengbo Song
- Department of Clinical TrialZhejiang Cancer HospitalHangzhouPeople's Republic of China
| | - ChunXia Su
- Department of Oncology, Shanghai Pulmonary Hospital & Thoracic Cancer InstituteTongji University School of MedicineShanghaiPeople's Republic of China
| | - Jianguo Sun
- Institute of Cancer, Xinqiao HospitalArmy Medical UniversityChongqingPeople's Republic of China
| | - Panwen Tian
- Department of Pulmonary and Critical Care Medicine, Lung Cancer Center, West China HospitalSichuan University, Precision Medicine Key Laboratory of Sichuan ProvinceChengduPeople's Republic of China
| | - Jinliang Wang
- Senior Department of OncologyChinese PLA General HospitalBeijingPeople's Republic of China
| | - Feng Wang
- Department of Thoracic Surgery, Clinical Oncology School of Fujian Medical UniversityFujian Cancer HospitalFuzhouPeople's Republic of China
| | - Huijuan Wang
- Department of Respiratory MedicineHenan Cancer Hospital /Affiliated Cancer Hospital of Zhengzhou UniversityZhengzhouPeople's Republic of China
| | - Jialei Wang
- Department of Thoracic Medical OncologyFudan University Shanghai Cancer CenterShanghaiPeople's Republic of China
| | - Qian Wang
- Department of Respiratory Medicine, Affiliated Hospital of Nanjing University of Chinese MedicineJiangsu Province Hospital of Chinese MedicineNanjingPeople's Republic of China
| | - Wenxian Wang
- Department of Medical OncologyZhejiang Cancer HospitalHangzhouPeople's Republic of China
| | - Yan Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer HospitalChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingPeople's Republic of China
| | - Lin Wu
- Department of Thoracic Medical Oncology, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of MedicineCentral South UniversityChangshaPeople's Republic of China
| | - Fang Wu
- Department of Oncology, The Second Xiangya HospitalCentral South UniversityChangshaPeople's Republic of China
| | - Yang Xia
- Department of Respiratory and Critical Care MedicineSecond Affiliated Hospital of Zhejiang University School of MedicineHangzhouPeople's Republic of China
| | - Congying Xie
- Department of Radiation and Medical OncologySecond Affiliated Hospital of Wenzhou Medical UniversityWenzhouPeople's Republic of China
| | - Conghua Xie
- Department of Pulmonary OncologyZhongnan Hospital of Wuhan UniversityWuhanPeople's Republic of China
| | - Tao Xin
- Department of OncologyThe Second Affiliated Hospital of Harbin Medical UniversityHarbinPeople's Republic of China
| | - Jianping Xiong
- Department of OncologyThe First Affiliated Hospital of Nanchang UniversityNanchangPeople's Republic of China
| | - Haipeng Xu
- Department of Thoracic OncologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
| | - Song Xu
- Department of Lung Cancer SurgeryTianjin Medical University General HospitalTianjinPeople's Republic of China
| | - Yiquan Xu
- Department of Thoracic OncologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
| | - Bin Xu
- Cancer centerRenmin Hospital of Wuhan UniversityWuhanPeople's Republic of China
| | - Chunwei Xu
- Department of Respiratory Medicine, Affiliated Jinling HospitalMedical School of Nanjing UniversityNanjingPeople's Republic of China
| | - Xiaolong Yan
- Department of Thoracic Surgery, Tangdu HospitalAir Force Medical UniversityXi'anPeople's Republic of China
| | - Zhenzhou Yang
- Department of Cancer CenterThe Second Affiliated Hospital of Chongqing Medical UniversityChongqingPeople's Republic of China
| | - Wenxiu Yao
- Department of Medical Oncology, Sichuan Cancer HospitalUniversity of Electronic Science and Technology of ChinaChengduPeople's Republic of China
| | - Yao Yu
- Department of Medical OncologyThe First Affiliated Hospital of Xi'an Jiaotong UniversityXi'anPeople's Republic of China
| | - Ye Feng
- Department of Medical Oncology, Xiamen Key Laboratory of Antitumor Drug Transformation ResearchThe First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen UniversityXiamenPeople's Republic of China
| | - Zongyang Yu
- Department of Respiratory Medicine, The 900th Hospital of the Joint Logistic Support ForcePeople's Liberation Army of ChinaFuzhouPeople's Republic of China
| | - Yongfeng Yu
- Shanghai Lung Cancer Center, Shanghai Chest HospitalShanghai Jiao Tong University School of MedicineShanghaiPeople's Republic of China
| | - Dongsheng Yue
- Department of Lung CancerTianjin Medical University Cancer Institute and HospitalTianjinPeople's Republic of China
| | - Haibo Zhang
- Department of OncologyGuangdong Provincial Hospital of Chinese MedicineGuangzhouPeople's Republic of China
| | - HongMei Zhang
- Department of Clinical Oncology, Xijing HospitalAir Force Medical UniversityXi'anPeople's Republic of China
| | - Li Zhang
- Department of Oncology, Tongji Hospital, Tongji Medical CollegeHuazhong University of Science and TechnologyWuhanPeople's Republic of China
| | - Longfeng Zhang
- Department of Thoracic OncologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
| | - Qiuyu Zhang
- Institute of ImmunotherapyFujian Medical UniversityFuzhouPeople's Republic of China
| | - Tongmei Zhang
- Department of Medical Oncology, Beijing Chest HospitalCapital Medical UniversityBeijingPeople's Republic of China
| | - Bicheng Zhang
- Cancer centerRenmin Hospital of Wuhan UniversityWuhanPeople's Republic of China
| | - Jun Zhao
- Key Laboratory of Carcinogenesis and Translational Research(Ministry of Education/Beijing), Department I of Thoracic OncologyPeking University Cancer Hospital and InstituteBeijingPeople's Republic of China
| | - Mingfang Zhao
- Department of Medical OncologyThe First affiliated hospital of China Medical UniversityShenyangPeople's Republic of China
| | - Xiaobin Zheng
- Department of Thoracic OncologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
| | - Fengqiao Zhong
- Department of Thoracic OncologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
| | - Jin Zhou
- Department of Medical Oncology, Sichuan Cancer HospitalUniversity of Electronic Science and Technology of ChinaChengduPeople's Republic of China
| | - Penghui Zhou
- State Key Laboratory of Oncology in Southern ChinaSun Yat‐sen University Cancer CenterGuangzhouPeople's Republic of China
| | - Zhengfei Zhu
- Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiPeople's Republic of China
| | - Juntao Zou
- Department of Respiratory MedicineThe First Affiliated Hospital of Nanchang UniversityNanchangPeople's Republic of China
| | - Zihua Zou
- Department of Thoracic OncologyClinical Oncology School of Fujian Medical University, Fujian Cancer HospitalFuzhouPeople's Republic of China
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Skacel J, Melichar B, Mohelnikova-Duchonova B, Lemstrova R. Hyperprogression on anti-PD-1 treatment. Is subsequent therapy feasible? A case report and review of the literature. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2023; 167:376-384. [PMID: 35703362 DOI: 10.5507/bp.2022.025] [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: 03/11/2022] [Accepted: 05/18/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Hyperprogressive disease (HPD) is a new phenomenon that has emerged in the immunotherapy era. HPD is defined as a rapid tumour growth with detrimental effect on the patient condition and disease course. The management and treatment following HPD is not defined. We present here the case report of patient with HPD and review of the literature on putative mechanisms of HPD and following disease management. METHODS AND RESULTS A 60-year old male patient with metastatic melanoma was indicated for systemic treatment with anti-programmed cell death (PD)-1 antibody. Rapid tumour growth and detrimental effect on the patient general condition after administration of a single dose of anti-PD-1 antibody met the criteria of HPD. The patient underwent the second line taxane-based chemotherapy with good tolerance and disease stabilization. The third line treatment with anti- cytotoxic T-lymphocyte-associated antigen 4 (CTLA-4) antibody ipilimumab was well tolerated and resulted in partial response. Re-challenge with anti-CTLA-4 antibody was feasible, but only with a modest clinical effect. CONCLUSION Prompt recognition of HPD and administration of salvage chemotherapy with taxane-based regimens may be crucial. HPD is rarely observed with ipilimumab treatment. Administration of ipilimumab as well as an ipilimumab re-challenge are feasible after HPD on anti-PD-1 antibodies. Investigation of new predictive biomarkers of HPD is warranted as well as new agents that potentiate the immune response in patients affected with this insidious complication.
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Affiliation(s)
- Jan Skacel
- Department of Oncology, Faculty of Medicine and Dentistry, Palacky University Olomouc and University Hospital Olomouc, Zdravotniku 7, 779 00 Olomouc, Czech Republic
| | - Bohuslav Melichar
- Department of Oncology, Faculty of Medicine and Dentistry, Palacky University Olomouc and University Hospital Olomouc, Zdravotniku 7, 779 00 Olomouc, Czech Republic
| | - Beatrice Mohelnikova-Duchonova
- Department of Oncology, Faculty of Medicine and Dentistry, Palacky University Olomouc and University Hospital Olomouc, Zdravotniku 7, 779 00 Olomouc, Czech Republic
| | - Radmila Lemstrova
- Department of Oncology, Faculty of Medicine and Dentistry, Palacky University Olomouc and University Hospital Olomouc, Zdravotniku 7, 779 00 Olomouc, Czech Republic
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Shang X, Zhang W, Han W, Xia H, Liu N, Wang X, Liu Y. Efficacy of immune checkpoint inhibitors in non-small cell lung cancer with NTRK family mutations. BMC Pulm Med 2023; 23:482. [PMID: 38031067 PMCID: PMC10688060 DOI: 10.1186/s12890-023-02707-x] [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: 05/08/2023] [Accepted: 10/12/2023] [Indexed: 12/01/2023] Open
Abstract
BACKGROUND The efficacy of immune checkpoint inhibitors (ICIs) in non-small cell lung cancer (NSCLC) patients harboring neurotrophin receptor kinase (NTRK) family mutations remains obscure. METHODS The Zehir cohort from cBioPortal was used to analyze the mutations (MT) frequency of NTRK family in patients with NSCLC, and their correlation with clinical characteristics and patient survival. The influence of NTRK MT on ICIs efficacy was evaluated in ICIs-treated patients from Samstein cohort and further validated by use of data from OAK/POPLAR cohort. RESULTS In the Zehir cohort, a significant difference was observed in median overall survival (mOS) between patients with NTRK MT and wild-type (WT) (mOS: 18.97 vs. 21.27 months, HR = 1.34, 95%CI 1.00-1.78; log-rank P = 0.047). In Samstein cohort, the mOS of NTRK mutant patients receiving ICIs has improved compared to WT patients (mOS: 21.00 vs. 11.00 months, log-rank P = 0.103). Notably, in subgroup analysis, ICIs significantly prolonged mOS in patients with NTRK3 MT than in WT patients (mOS: not available vs. 11.00 months, HR = 0.36, 95%CI 0.16-0.81; log-rank P = 0.009). Identical mOS between NTRK MT and WT patients receiving ICIs treatment (mOS: 13.24 vs. 13.50 months, log-rank P = 0.775) was observed in OAK/POPLAR cohort. Moreover, a similar programmed death ligand 1 (PD-L1) expression, but higher tumor mutational burden (TMB), blood TMB (bTMB) and enriched anti-tumor immunity were observed in NTRK MT compared to WT (P < 0.05). CONCLUSION Taking high TMB or bTMB into consideration, patients with NTRK mutant NSCLC could benefit from ICIs treatment.
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Affiliation(s)
- Xiaoling Shang
- Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, Shandong, 250012, China
| | - Wengang Zhang
- Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, Shandong, 250012, China
| | - Wenfei Han
- Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, Shandong, 250012, China
| | - Handai Xia
- Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, Shandong, 250012, China
| | - Ni Liu
- Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, Shandong, 250012, China
| | - Xiuwen Wang
- Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, Shandong, 250012, China.
| | - Yanguo Liu
- Department of Medical Oncology, Qilu Hospital of Shandong University, 107 Wenhuaxi Road, Jinan, Shandong, 250012, China.
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Zhu Y, Zhu Y, Chen S, Cai Q. Identifying the cancer-associated fibroblast signature to predict the prognosis and immunotherapy response in patients with lung squamous cell carcinoma. Comput Methods Biomech Biomed Engin 2023:1-11. [PMID: 38015040 DOI: 10.1080/10255842.2023.2287418] [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: 02/27/2023] [Accepted: 11/15/2023] [Indexed: 11/29/2023]
Abstract
Cancer-associated fibroblasts (CAFs) are an important component of the tumor microenvironment that contribute toward the development of tumors. This study aimed to establish a new algorithm based on CAF scores to predict the prognosis and immunotherapy response in patients with lung squamous cell carcinoma (LUSC). The RNA-seq data of LUSC patients were obtained from two databases and merged after removing inter-batch differences. The CAF-related data for each sample were obtained through three different algorithms. Consistency cluster analysis was performed to obtain different CAF clusters, which were analyzed to identify differentially expressed genes. These were subjected to uniform cluster analysis to obtain different gene clusters. The Boruta algorithm was used to calculate the CAF score. Three CAF clusters and two gene clusters were obtained, all of which differed in their patient prognoses and the content of infiltrating immune cells. Patients with high CAF scores exhibited worse overall survival, higher expression of biomarkers related to immune checkpoints and immune activity, and lower tumor mutation burden. The CAF score could also predict the immunotherapy response of patients. This study suggests that the CAF score can accurately predict the prognosis and immunotherapy response of LUSC patients.
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Affiliation(s)
- Yinhui Zhu
- Department of Respiratory and Critical Care Medicine, The Third Hospital of Changsha, Hunan, China
| | - Yingqun Zhu
- Department of Respiratory and Critical Care Medicine, The Third Hospital of Changsha, Hunan, China
| | - Sirui Chen
- Department of Emergency Medicine, The Third Hospital of Changsha, Hunan, China
| | - Qian Cai
- Department of Respiratory and Critical Care Medicine, The Third Hospital of Changsha, Hunan, China
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Wang H, Shi Y, Xu X, Xu S, Shi Y, Chen W, Wang K. A novel neutrophil extracellular traps-related lncRNA signature predicts prognosis in patients with early-stage lung adenocarcinoma. Ann Med 2023; 55:2279754. [PMID: 37980632 PMCID: PMC10836256 DOI: 10.1080/07853890.2023.2279754] [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: 05/30/2023] [Accepted: 10/18/2023] [Indexed: 11/21/2023] Open
Abstract
BACKGROUND Neutrophil extracellular traps (NETs) could entrap tumour cells and promote their dissemination and metastasis. Further analysis of NETs-related molecules is expected to provide a new strategy for prognosis prediction and treatment of lung adenocarcinoma (LUAD) patients. METHODS The model construction was established through co-expression analysis, Lasso Cox regression, univariate and multivariate COX regression, Gene ontology and Kyoto Encyclopedia of Genes and Genomes pathway. The potential drugs and analysed drug sensitivity were screened by pRRophetic packages. RESULTS In this study, we constructed a 15 NETs-related long non-coding RNAs (lncRNAs) prognostic prediction model (AC091057.1, SPART-AS1, AC023796.2, AL031600.2, AC084781.1, AC032011.1, FAM66C, C026355.2, AL096870.2, AC092718.5, PELATON, AC008635.1, AL162632.3, AC087501.4 and AC123768.3) for patients with early-stage LUAD based on public databases and datasets. The signature is associated with immune cell functions, tumour mutation burden and treatment sensitivity in LUAD patients. Additionally, we found that FAM66C is highly expressed in lung cancer patients for the first time, which is associated with poor prognosis. FAM66C knockdown significantly inhibited the proliferation and migration ability of the tumour cells. CONCLUSIONS In conclusion, this model is a new and effective prognostic and efficacy predictive biomarker, FAM66C plays an oncogene role in the process of LUAD development. It may provide a new theoretical basis for the clinical diagnosis and treatment in LUAD patients in early stage.
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Affiliation(s)
- Huan Wang
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Yueli Shi
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Xia Xu
- Department of Pathology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Shumin Xu
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Yuting Shi
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Weiyu Chen
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
| | - Kai Wang
- Department of Respiratory and Critical Care Medicine, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, China
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Zhou R, Tong F, Zhang Y, Zhang R, Bin Y, Zhang S, Yang N, Dong X. Genomic alterations associated with pseudoprogression and hyperprogressive disease during anti-PD1 treatment for advanced non-small-cell lung cancer. Front Oncol 2023; 13:1231094. [PMID: 38023206 PMCID: PMC10667039 DOI: 10.3389/fonc.2023.1231094] [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: 05/30/2023] [Accepted: 10/13/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction This study aimed to elucidate the relationship between dynamic genomic mutation alteration and pseudoprogression (PsPD)/hyperprogressive disease (HPD) in immunotherapy-treated advanced non-small-cell lung cancer (NSCLC), to provide clinical evidence for identifying and distinguishing between PsPD and HPD. Method Patients with advanced NSCLC who were treated with anti-PD1 were enrolled. Whole blood was collected at baseline and post image progression. Serum was separated and sequenced using 425-panel next-generation sequencing analysis (NGS). Results NGS revealed that not only single gene mutations were associated with PsPD/HPD before treatment, dynamic monitoring of the whole-blood genome mutation spectrum also varied greatly. Mutational burden, allele frequency%, and relative circulating tumor DNA abundance indicated that the fold change after image progression was much higher in the HPD group. Discussion The gene mutation profiles of PsPD and HPD not only differed before treatment, but higher genome mutation spectrum post image progression indicated true disease progression in patients with HPD. This suggests that dynamic whole-genome mutation profile monitoring as NGS can distinguish PsPD from HPD more effectively than single gene detection, providing a novel method for guiding clinical immune treatment.
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Affiliation(s)
- Rui Zhou
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fan Tong
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yongchang Zhang
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Ruigang Zhang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yawen Bin
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Sheng Zhang
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Nong Yang
- Department of Medical Oncology, Lung Cancer and Gastrointestinal Unit, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, China
| | - Xiaorong Dong
- Cancer Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Institute of Radiation Oncology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Fournier M, Mortier L, Dereure O, Dalac S, Oriano B, Dalle S, Lebbé C. Hyperprogression in advanced melanoma is not restricted to immunotherapy. Eur J Cancer 2023; 193:113289. [PMID: 37690179 DOI: 10.1016/j.ejca.2023.113289] [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: 04/16/2023] [Revised: 07/28/2023] [Accepted: 08/01/2023] [Indexed: 09/12/2023]
Abstract
BACKGROUND The definition of hyperprogressive disease (HPD) is controversial in the literature and has not been widely described in melanoma. The aim of this study was to determine whether the concept of HPD applies to patients treated for advanced melanoma, using a definition with a simple, reproducible criterion, and to determine whether it is possible to identify predictive factors for HPD. METHODS This was a retrospective analysis on a prospective cohort. The data were extracted from MelBase, a French prospective, multicentre cohort of adult patients with advanced melanoma. The patients, following informed consent, were treated prospectively with anti-PD1, ipilimumab+nivolumab, BRAF/MEKi, or chemotherapy, 1st line or thereafter. HPD was defined, within 3 months following the start of the treatment, with the help of a clinical and biological criterion using Response Evaluation Criteria in Solid Tumours, Eastern Cooperative Oncology Group Performance Score, and lactate dehydrogenase. RESULTS The occurrence of HPD in the 4 groups was as follows (numbers of patients out of the total number): anti-PD1 98/1004 (10%), ipilumumab +nivolumab 19/327 (6%), targeted therapy 31/751 (4%), and chemotherapy 40/397 (10%). In the anti programmed cell death protein 1 (APD1) group, the relevant risk factors for HPD were: more than 3 metastatic sites (p = 0.03) and liver metastasis (p < 0.001). CONCLUSION This data, thanks to relevant clinical and biological criteria feasible in daily practice, supports the presence of a subgroup whose disease deteriorates rapidly during mono-immunotherapy. Also observed with other treatments, HPD could be the consequence of a natural and aggressive evolution of the disease, alleviated by strong-acting treatments.
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Affiliation(s)
- Marie Fournier
- Université de Paris Cité, AP-HP Hôpital Saint-Louis, Dermatology Department, Paris, France.
| | | | - Olivier Dereure
- University of Montpellier, Department of Dermatology, Montpellier, France.
| | - Sophie Dalac
- CHU de Dijon, Dermatology Department, Dijon, France.
| | - Bastien Oriano
- Université de Paris Cité, AP-HP Hôpital Saint-Louis, Dermatology Department, Paris, France.
| | | | - Céleste Lebbé
- Université Paris Cite, Dermato-Oncology AP-HP Hôpital Saint Louis, Cancer Institute APHP, Nord-Université Paris Cite, INSERM U976, F-75010 Paris, France.
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Sang J, Ye X. Potential biomarkers for predicting immune response and outcomes in lung cancer patients undergoing thermal ablation. Front Immunol 2023; 14:1268331. [PMID: 38022658 PMCID: PMC10646301 DOI: 10.3389/fimmu.2023.1268331] [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: 07/27/2023] [Accepted: 10/18/2023] [Indexed: 12/01/2023] Open
Abstract
Thermal ablation is a promising alternative treatment for lung cancer. It disintegrates cancer cells and releases antigens, followed by the remodeling of local tumor immune microenvironment and the activation of anti-tumor immune responses, enhancing the overall effectiveness of the treatment. Biomarkers can offer insights into the patient's immune response and outcomes, such as local tumor control, recurrence, overall survival, and progression-free survival. Identifying and validating such biomarkers can significantly impact clinical decision-making, leading to personalized treatment strategies and improved patient outcomes. This review provides a comprehensive overview of the current state of research on potential biomarkers for predicting immune response and outcomes in lung cancer patients undergoing thermal ablation, including their potential role in lung cancer management, and the challenges and future directions.
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Affiliation(s)
| | - Xin Ye
- Department of Oncology, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Shandong Lung Cancer Institute, Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Jinan, China
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Yan D. Hope and Challenges: Immunotherapy in EGFR-Mutant NSCLC Patients. Biomedicines 2023; 11:2916. [PMID: 38001917 PMCID: PMC10669068 DOI: 10.3390/biomedicines11112916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/24/2023] [Accepted: 10/26/2023] [Indexed: 11/26/2023] Open
Abstract
EGFR tyrosine kinase inhibitors (TKIs) are the preferred initial treatment for non-small cell lung cancer (NSCLC) patients harboring sensitive EGFR mutations. Sadly, remission is transient, and no approved effective treatment options are available for EGFR-TKI-advanced EGFR-mutant NSCLCs. Although immunotherapy with immune checkpoint inhibitors (ICIs) induces sustained cancer remission in a subset of NSCLCs, ICI therapy exhibits limited activity in most EGFR-mutant NSCLCs. Mechanistically, the strong oncogenic EGFR signaling in EGFR-mutant NSCLCs contributes to a non-inflamed tumor immune microenvironment (TIME), characterized by a limited number of CD8+ T cell infiltration, a high number of regulatory CD4+ T cells, and an increased number of inactivated infiltrated T cells. Additionally, EGFR-mutant NSCLC patients are generally non-smokers with low levels of PD-L1 expression and tumor mutation burden. Promisingly, a small population of EGFR-mutant NSCLCs still durably respond to ICI therapy. The hope of ICI therapy from pre-clinical studies and clinical trials is reviewed in EGFR-mutant NSCLCs. The challenges of application ICI therapy in EGFR-mutant NSCLCs are also reviewed.
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Affiliation(s)
- Dan Yan
- Aflac Cancer and Blood Disorders Center of Children’s Healthcare of Atlanta, Atlanta, GA 30322, USA;
- Department of Pediatrics, Emory University, Atlanta, GA 30322, USA
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Xiang J, Liu K, Xu H, Zhao Z, Piao Y, Shao S, Tang J, Shen Y, Zhou Z. Dual Synergistic Tumor-Specific Polymeric Nanoparticles for Efficient Chemo-Immunotherapy. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2301216. [PMID: 37551065 PMCID: PMC10582463 DOI: 10.1002/advs.202301216] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Revised: 07/02/2023] [Indexed: 08/09/2023]
Abstract
Chemo-immunotherapy has made significant progress in cancer treatment. However, the cancer cell self-defense mechanisms, including cell cycle checkpoint and programmed cell death-ligand 1 (PD-L1) upregulation, have greatly hindered the therapeutic efficacy. Herein, norcantharidin (NCTD)-platinum (Pt) codelivery nanoparticles (NC-NP) with tumor-sensitive release profiles are designed to overcome the self-defense mechanisms via synergistic chemo-immunotherapy. NC-NP remains stable under normal physiological conditions but quickly releases 1,2-diaminocyclohexane-platinum(II) (DACHPt, a parent drug of oxaliplatin) and NCTD in response to the tumor acidity. NCTD inhibits protein phosphatase 2A (PP2A) activity to relieve cell cycle arrest and downregulates the tumor PD-L1 expression to disrupt the programmed cell death-1 (PD-1)/PD-L1 interaction, synergistically enhancing Pt-based chemotherapy and immunogenic cell death-induced immunotherapy. As a result, NC-NP exhibits potent synergistic cytotoxicity and promotes T cell recruitment to generate robust antitumor immune responses. The dual synergism exhibits potent antitumor activity against orthotopic 4T1 tumors, providing a promising chemo-immunotherapy paradigm for cancer treatment.
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Affiliation(s)
- Jiajia Xiang
- Zhejiang Key Laboratory of Smart Biomaterials and Key Laboratory of Biomass Chemical Engineering of Ministry of EducationCollege of Chemical and Biological EngineeringZhejiang UniversityHangzhou310027China
- ZJU‐Hangzhou Global Scientific and Technological Innovation CenterZhejiang UniversityHangzhou311215China
| | - Kexin Liu
- Zhejiang Key Laboratory of Smart Biomaterials and Key Laboratory of Biomass Chemical Engineering of Ministry of EducationCollege of Chemical and Biological EngineeringZhejiang UniversityHangzhou310027China
| | - Hongxia Xu
- Zhejiang Key Laboratory of Smart Biomaterials and Key Laboratory of Biomass Chemical Engineering of Ministry of EducationCollege of Chemical and Biological EngineeringZhejiang UniversityHangzhou310027China
| | - Zhihao Zhao
- Zhejiang Key Laboratory of Smart Biomaterials and Key Laboratory of Biomass Chemical Engineering of Ministry of EducationCollege of Chemical and Biological EngineeringZhejiang UniversityHangzhou310027China
| | - Ying Piao
- Zhejiang Key Laboratory of Smart Biomaterials and Key Laboratory of Biomass Chemical Engineering of Ministry of EducationCollege of Chemical and Biological EngineeringZhejiang UniversityHangzhou310027China
| | - Shiqun Shao
- Zhejiang Key Laboratory of Smart Biomaterials and Key Laboratory of Biomass Chemical Engineering of Ministry of EducationCollege of Chemical and Biological EngineeringZhejiang UniversityHangzhou310027China
- ZJU‐Hangzhou Global Scientific and Technological Innovation CenterZhejiang UniversityHangzhou311215China
| | - Jianbin Tang
- Zhejiang Key Laboratory of Smart Biomaterials and Key Laboratory of Biomass Chemical Engineering of Ministry of EducationCollege of Chemical and Biological EngineeringZhejiang UniversityHangzhou310027China
- ZJU‐Hangzhou Global Scientific and Technological Innovation CenterZhejiang UniversityHangzhou311215China
| | - Youqing Shen
- Zhejiang Key Laboratory of Smart Biomaterials and Key Laboratory of Biomass Chemical Engineering of Ministry of EducationCollege of Chemical and Biological EngineeringZhejiang UniversityHangzhou310027China
| | - Zhuxian Zhou
- Zhejiang Key Laboratory of Smart Biomaterials and Key Laboratory of Biomass Chemical Engineering of Ministry of EducationCollege of Chemical and Biological EngineeringZhejiang UniversityHangzhou310027China
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Yan X, Qu F, Zhou Y. Progress of immune checkpoint inhibitors therapy for non-small cell lung cancer with brain metastases. Lung Cancer 2023; 184:107322. [PMID: 37611495 DOI: 10.1016/j.lungcan.2023.107322] [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: 07/10/2023] [Revised: 07/22/2023] [Accepted: 08/05/2023] [Indexed: 08/25/2023]
Abstract
About 40% of patients with non-small cell lung cancer (NSCLC) develop brain metastases (BMs) throughout the disease, and the occurrence of BMs is considered to have a fairly high mortality rate. Therefore, the management of brain metastases in NSCLC patients is a clinical challenge. Currently, multidisciplinary diagnosis and treatment methods are often used to achieve effective control of intracranial disease and prolong survival. Immunotherapy (IT) is one of the core therapies for NSCLC. Single or combined IT represented by immune checkpoint inhibitors(ICIs) of programmed death-1(PD-1)/ programmed cell death-ligand 1 (PD-L1) can significantly improve the prognosis of patients with advanced NSCLC.ICIs has been shown to be safe and effective in patients with BMs, although patients with BMs are mostly underrepresented in randomized clinical trials. In this review, we summarized the mechanism of ICIs in the treatment of BMs, and the clinical research and treatment progress of ICIs and their combination with other therapies in patients with BMs s from NSCLC.
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Affiliation(s)
- Xin Yan
- Department of Oncology, Affiliated Dalian Third People's Hospital of Dalian Medical University, 116033, China
| | - Fanjie Qu
- Department of Oncology, Affiliated Dalian Third People's Hospital of Dalian Medical University, 116033, China.
| | - Yi Zhou
- Department of Oncology, Affiliated Dalian Third People's Hospital of Dalian Medical University, 116033, China
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Tian JC, Liu H, Yan LJ, Ding ZN, Han CL, Tian BW, Tan SY, Dong ZR, Wang DX, Xue JS, Mao XC, Yan YC, Li T. Adverse events of immune checkpoint inhibitors in hepatocellular carcinoma: a systemic review and meta-analysis. Clin Exp Med 2023; 23:2115-2129. [PMID: 36385419 DOI: 10.1007/s10238-022-00938-6] [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: 10/09/2022] [Accepted: 10/27/2022] [Indexed: 11/17/2022]
Abstract
The introduction of immune checkpoint inhibitors (ICIs) has reshaped the therapy of hepatocellular carcinoma (HCC). ICIs are a novel therapy with frequent adverse events (AEs), including treatment-related adverse events (trAEs) and immune-related adverse events (irAEs). However, no comprehensive overview of the toxicity spectrum of ICIs in HCC patients has been provided. Electronic databases were searched to identify eligible studies. A meta-analysis of the incidence rate of AEs in HCC patients treated with ICIs was performed. Lastly, the prognostic value of irAEs in HCC patients treated with ICIs was verified. Forty-seven studies with 6472 participations met the inclusion criteria. The pooled all-grade trAEs incidence rate was 83.4% (95% confidence interval [95% CI] 77.0-89.1%), ≥ grade 3 trAEs incidence rate was 33.0% (95% CI 26.9-39.5%), all-grade irAEs incidence rate was 34% (95% CI 22-47%), and ≥ grade 3 irAEs incidence rate was 9% (95% CI 5-14%). Aspartate aminotransferase (AST) increase (38%, 95% CI 35-40%) is the most common trAEs. Fatigue (14%, 95% CI 7-23%) is the most common irAEs. The pooled results also showed that 18.8% (95% CI 13.2-25.2%) of patients required systemic steroid therapy due to AEs, while 6.6% (95% CI 4.6-9.0%) of patients withdrew from treatment due to AEs. Additionally, patients experiencing irAEs may have a better progression-free survival (PFS) (multivariate analysis: hazard ratio [HR] = 0.41, 95% CI 0.27-0.61, I2 = 36.3%) but not overall survival (OS) (multivariate analysis: HR = 0.54, 95% CI 0.22-1.36, I2 = 83.2%) than those with no irAEs. Our study presents a systemic assessment of the AEs profile in HCC patients receiving ICIs, providing important reference for clinicians on toxicity profile. Besides, patients with irAEs may have a better PFS. More large-scale and prospective studies are needed to confirm our conclusions.
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Affiliation(s)
- Jin-Cheng Tian
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Hui Liu
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Lun-Jie Yan
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Zi-Niu Ding
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Cheng-Long Han
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Bao-Wen Tian
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Si-Yu Tan
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Zhao-Ru Dong
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Dong-Xu Wang
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Jun-Shuai Xue
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Xin-Cheng Mao
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Yu-Chuan Yan
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Tao Li
- Department of Hepatobiliary Surgery, The Second Hospital of Shandong University, No. 247 Beiyuan Street, Jinan, 250033, China.
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Gosangi B, Wang Y, Rubinowitz AN, Kwan J, Traube L, Gange C, Bader AS. Cardiothoracic complications of immune checkpoint inhibitors. Clin Imaging 2023; 102:98-108. [PMID: 37659356 DOI: 10.1016/j.clinimag.2023.08.001] [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: 02/19/2023] [Revised: 08/03/2023] [Accepted: 08/08/2023] [Indexed: 09/04/2023]
Abstract
A paradigm shift in cancer treatment occurred with the advent of immune checkpoint inhibitors (ICI). ICI therapy has improved tumor response and increased overall survival in patients with solid tumors and hematologic malignancies. While ICI therapy has improved overall patient outcomes in oncology, it has also introduced novel adverse effects called immune-related adverse effects (irAEs). Studies have shown that the development of irAEs is associated with improved overall survival, but certain irAEs like pneumonitis and myocarditis are life threatening, and could result in death if not identified and treated early. Therefore, it is important for radiologists to be aware of complications arising from ICI administration, especially those related to the heart and lungs as they are associated with greater mortality. This paper will review the imaging features of cardiothoracic toxicities, recurrent and chronic irAEs, and atypical tumor responses associated with irAEs.
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Affiliation(s)
- Babina Gosangi
- Yale School of Medicine, New Haven, CT 06510, United States of America.
| | - Yifan Wang
- Yale School of Medicine, New Haven, CT 06510, United States of America
| | - Ami N Rubinowitz
- Yale School of Medicine, New Haven, CT 06510, United States of America
| | - Jennifer Kwan
- Yale School of Medicine, New Haven, CT 06510, United States of America
| | - Leah Traube
- Yale School of Medicine, New Haven, CT 06510, United States of America
| | - Christopher Gange
- Yale School of Medicine, New Haven, CT 06510, United States of America
| | - Anna S Bader
- Yale School of Medicine, New Haven, CT 06510, United States of America
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Saad ED, Coart E, Deltuvaite-Thomas V, Garcia-Barrado L, Burzykowski T, Buyse M. Trial Design for Cancer Immunotherapy: A Methodological Toolkit. Cancers (Basel) 2023; 15:4669. [PMID: 37760636 PMCID: PMC10527464 DOI: 10.3390/cancers15184669] [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: 06/12/2023] [Revised: 08/12/2023] [Accepted: 09/05/2023] [Indexed: 09/29/2023] Open
Abstract
Immunotherapy with checkpoint inhibitors (CPIs) and cell-based products has revolutionized the treatment of various solid tumors and hematologic malignancies. These agents have shown unprecedented response rates and long-term benefits in various settings. These clinical advances have also pointed to the need for new or adapted approaches to trial design and assessment of efficacy and safety, both in the early and late phases of drug development. Some of the conventional statistical methods and endpoints used in other areas of oncology appear to be less appropriate in immuno-oncology. Conversely, other methods and endpoints have emerged as alternatives. In this article, we discuss issues related to trial design in the early and late phases of drug development in immuno-oncology, with a focus on CPIs. For early trials, we review the most salient issues related to dose escalation, use and limitations of tumor response and progression criteria for immunotherapy, the role of duration of response as an endpoint in and of itself, and the need to conduct randomized trials as early as possible in the development of new therapies. For late phases, we discuss the choice of primary endpoints for randomized trials, review the current status of surrogate endpoints, and discuss specific statistical issues related to immunotherapy, including non-proportional hazards in the assessment of time-to-event endpoints, alternatives to the Cox model in these settings, and the method of generalized pairwise comparisons, which can provide a patient-centric assessment of clinical benefit and be used to design randomized trials.
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Affiliation(s)
- Everardo D. Saad
- International Drug Development Institute, Louvain-la-Neuve (IDDI), 1340 Ottignies-Louvain-la-Neuve, Belgium; (E.C.); (V.D.-T.); (L.G.-B.); (T.B.); (M.B.)
| | - Elisabeth Coart
- International Drug Development Institute, Louvain-la-Neuve (IDDI), 1340 Ottignies-Louvain-la-Neuve, Belgium; (E.C.); (V.D.-T.); (L.G.-B.); (T.B.); (M.B.)
| | - Vaiva Deltuvaite-Thomas
- International Drug Development Institute, Louvain-la-Neuve (IDDI), 1340 Ottignies-Louvain-la-Neuve, Belgium; (E.C.); (V.D.-T.); (L.G.-B.); (T.B.); (M.B.)
| | - Leandro Garcia-Barrado
- International Drug Development Institute, Louvain-la-Neuve (IDDI), 1340 Ottignies-Louvain-la-Neuve, Belgium; (E.C.); (V.D.-T.); (L.G.-B.); (T.B.); (M.B.)
| | - Tomasz Burzykowski
- International Drug Development Institute, Louvain-la-Neuve (IDDI), 1340 Ottignies-Louvain-la-Neuve, Belgium; (E.C.); (V.D.-T.); (L.G.-B.); (T.B.); (M.B.)
- Interuniversity Institute for Biostatistics and Statistical Bioinformatics (I-BioStat), Hasselt University, B-3500 Hasselt, Belgium
| | - Marc Buyse
- International Drug Development Institute, Louvain-la-Neuve (IDDI), 1340 Ottignies-Louvain-la-Neuve, Belgium; (E.C.); (V.D.-T.); (L.G.-B.); (T.B.); (M.B.)
- Interuniversity Institute for Biostatistics and Statistical Bioinformatics (I-BioStat), Hasselt University, B-3500 Hasselt, Belgium
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Motoo I, Ando T, Hamashima T, Kajiura S, Sakumura M, Ueda Y, Murayama A, Ogawa K, Tsukada K, Ueda A, Suzuki N, Nakada N, Nakashima K, Hosokawa A, Yasuda I. Liver metastasis affects progression pattern during immune checkpoint inhibitors monotherapy in gastric cancer. Front Oncol 2023; 13:1193533. [PMID: 37790758 PMCID: PMC10542891 DOI: 10.3389/fonc.2023.1193533] [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: 03/25/2023] [Accepted: 08/29/2023] [Indexed: 10/05/2023] Open
Abstract
Introduction The efficacy of immune checkpoint inhibitors (ICIs) is heterogeneous at each metastatic site, and tumor progression pattern is associated with survival; however, it remains unclear in gastric cancer (GC). Therefore, we aimed to clarify the progression pattern in response to ICIs in patients with GC, and we analyzed its mechanism focusing on the intratumoral immune cells. Methods Patients who received ICIs were retrospectively classified into non-systemic and systemic progression groups based on their radiological assessments. Moreover, the best percentage change in target lesions from each organ was compared. Results Among 148 patients, the non-systemic progression group showed a significant improvement in overall survival (OS) compared with the systemic progression group (median, 5.6 months vs. 3.3 months; HR, 0.53; 95%CI, 0.32-0.89; p = 0.012). Poor performance status (HR, 1.73, 95%CI, 1.00-2.87) and systemic progression (HR, 3.09, 95%CI, 1.95-4.82) were associated with OS. Of all metastatic sites, the liver showed the poorest percentage change, and liver metastasis (OR, 2.99, 95%CI, 1.04-8.58) was associated with systemic progression. Hence, intratumoral CD8+ T-cell density was lower in patients with liver metastasis than in those without liver metastasis after ICIs, although the density of CD4+ T-cells (Th1, Th17, and Treg) and CD163+ cells (TAM) were not significantly different. Conclusion The new progression pattern was associated with OS in GC. Liver metastasis may be a predictive factor of systemic progression during ICIs by regulating intratumoral CD8+ T-cells.
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Affiliation(s)
- Iori Motoo
- Third Department of Internal Medicine, University of Toyama, Toyama, Japan
| | - Takayuki Ando
- Third Department of Internal Medicine, University of Toyama, Toyama, Japan
| | | | - Shinya Kajiura
- Third Department of Internal Medicine, University of Toyama, Toyama, Japan
| | - Miho Sakumura
- Third Department of Internal Medicine, University of Toyama, Toyama, Japan
| | - Yuko Ueda
- Third Department of Internal Medicine, University of Toyama, Toyama, Japan
| | - Aiko Murayama
- Third Department of Internal Medicine, University of Toyama, Toyama, Japan
| | - Kohei Ogawa
- Department of Gastroenterology, Toyama Prefectural Central Hospital, Toyama, Japan
| | - Kenichiro Tsukada
- Department of Gastroenterology, Kouseiren Takaoka Hospital, Takaoka, Japan
| | - Akira Ueda
- Department of Medical Oncology, Toyama Red Cross Hospital, Toyama, Japan
| | - Nobuhiro Suzuki
- Department of Gastroenterology, Jouetsu Sogo Hospital, Jouetsu, Japan
| | - Naokatsu Nakada
- Department of Gastroenterology, Itoigawa Sogo Hospital, Itoigawa, Japan
| | - Koji Nakashima
- Department of Clinical Oncology, University of Miyazaki Hospital, Miyazaki, Japan
| | - Ayumu Hosokawa
- Third Department of Internal Medicine, University of Toyama, Toyama, Japan
- Department of Clinical Oncology, University of Miyazaki Hospital, Miyazaki, Japan
| | - Ichiro Yasuda
- Third Department of Internal Medicine, University of Toyama, Toyama, Japan
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Chen S, Han L, Guo S, Tan Z, Dai G. Hyperprogressive disease during PD-1 blockade in patients with advanced pancreatic cancer. Hum Vaccin Immunother 2023; 19:2252692. [PMID: 37675466 PMCID: PMC10486295 DOI: 10.1080/21645515.2023.2252692] [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: 06/22/2023] [Revised: 08/02/2023] [Accepted: 08/13/2023] [Indexed: 09/08/2023] Open
Abstract
The occurrence of markedly accelerated tumor growth during immunotherapy is considered a new mode of progression called hyperprogressive disease (HPD) and its impact on pancreatic cancer (PC) patients receiving immunotherapy is unknown. In this study, we described and explored the incidence, prognosis and predictors of HPD in patients with advanced PC treated with programmed cell death-1 (PD-1) inhibitors. We retrospectively analyzed clinicopathological data from 104 patients with advanced pancreatic cancer who were treated with PD-1 inhibitors at our institution during 2015-2020 and identified 10 (9.6%) patients with HPD. Overall survival (OS) was significantly poorer in patients with HPD compared to patients with progressive disease (PD) (median OS: 5.6 vs. 3.6 months, p < .01). Clinicopathological factors associated with the occurrence of HPD included smoking, metastatic sites >2, liver metastasis, antibiotic therapy within 21 days before immunotherapy (Abx B21), hemoglobin (Hb) level <110 g/L, and PD-1 inhibitor treatment line >2. Subgroup analysis showed that high levels of CA19-9 at baseline were associated with the development of subsequent HPD (p = .024) and a worse prognosis (mOS:16.2 months vs. 6.1 months, p < .01). Our study demonstrated that HPD may occur in PC patients treated with PD-1 inhibitors and is associated with several clinicopathological characteristics and poor prognosis. The baseline tumor marker CA19-9 may be one of the early predictors of HPD development in PC patients receiving immunotherapy.
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Affiliation(s)
- Shiyun Chen
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Oncology, Medical School of Chinese PLA, Beijing, China
| | - Lu Han
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Oncology, Medical School of Chinese PLA, Beijing, China
| | - Shiyuan Guo
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Oncology, Medical School of Chinese PLA, Beijing, China
| | - Zhaoli Tan
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Guanghai Dai
- Department of Oncology, The First Medical Center of Chinese PLA General Hospital, Beijing, China
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Pawłowska A, Rekowska A, Kuryło W, Pańczyszyn A, Kotarski J, Wertel I. Current Understanding on Why Ovarian Cancer Is Resistant to Immune Checkpoint Inhibitors. Int J Mol Sci 2023; 24:10859. [PMID: 37446039 DOI: 10.3390/ijms241310859] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 06/21/2023] [Accepted: 06/27/2023] [Indexed: 07/15/2023] Open
Abstract
The standard treatment of ovarian cancer (OC) patients, including debulking surgery and first-line chemotherapy, is unsatisfactory because of recurrent episodes in the majority (~70%) of patients with advanced OC. Clinical trials have shown only a modest (10-15%) response of OC individuals to treatment based on immune checkpoint inhibitors (ICIs). The resistance of OC to therapy is caused by various factors, including OC heterogeneity, low density of tumor-infiltrating lymphocytes (TILs), non-cellular and cellular interactions in the tumor microenvironment (TME), as well as a network of microRNA regulating immune checkpoint pathways. Moreover, ICIs are the most efficient in tumors that are marked by high microsatellite instability and high tumor mutation burden, which is rare among OC patients. The great challenge in ICI implementation is connected with distinguishing hyper-, pseudo-, and real progression of the disease. The understanding of the immunological, molecular, and genetic mechanisms of OC resistance is crucial to selecting the group of OC individuals in whom personalized treatment would be beneficial. In this review, we summarize current knowledge about the selected factors inducing OC resistance and discuss the future directions of ICI-based immunotherapy development for OC patients.
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Affiliation(s)
- Anna Pawłowska
- Independent Laboratory of Cancer Diagnostics and Immunology, Department of Oncological Gynaecology and Gynaecology, Faculty of Medicine, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland
| | - Anna Rekowska
- Students' Scientific Association, Independent Laboratory of Cancer Diagnostics and Immunology, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland
| | - Weronika Kuryło
- Students' Scientific Association, Independent Laboratory of Cancer Diagnostics and Immunology, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland
| | - Anna Pańczyszyn
- Institute of Medical Sciences, Department of Biology and Genetics, Faculty of Medicine, University of Opole, Oleska 48, 45-052 Opole, Poland
| | - Jan Kotarski
- Independent Laboratory of Cancer Diagnostics and Immunology, Department of Oncological Gynaecology and Gynaecology, Faculty of Medicine, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland
| | - Iwona Wertel
- Independent Laboratory of Cancer Diagnostics and Immunology, Department of Oncological Gynaecology and Gynaecology, Faculty of Medicine, Medical University of Lublin, Chodźki 1, 20-093 Lublin, Poland
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Gong C, Zhang W, Sun Y, Shou J, Jiang Z, Liu T, Wang S, Liu J, Sun Y, Zhou A. Exploration of the immunogenetic landscape of hyperprogressive disease after combined immunotherapy in cancer patients. iScience 2023; 26:106720. [PMID: 37255657 PMCID: PMC10225883 DOI: 10.1016/j.isci.2023.106720] [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] [Received: 10/25/2022] [Revised: 01/31/2023] [Accepted: 04/19/2023] [Indexed: 06/01/2023] Open
Abstract
The immune-genetic changes that occur in cancer patients experiencing hyperprogressive disease (HPD) during combined immunotherapy are unclear. In this study, HPD patients with pre- and post-HPD samples and non-HPD patients with solid tumors were molecularly characterized by genetic and tumor immune microenvironment (TiME) analyses of paired samples by whole-exome sequencing, RNA sequencing, and multiplex immunofluorescence. The genetic analysis of paired samples showed that almost all the tumor driver gene mutations were preserved between pre- and post-HPD tumors. HPD patients had higher frequencies of mutations in TP53 and CNN2, and a significantly higher mutant-allele tumor heterogeneity than non-HPD patients. Tumor IL-6 mRNA was upregulated in post-HPD samples vs. pre-HPD, accompanied by a potential immune suppressive TiME with an elevated M2/M1 ratio. Salvage treatment with irinotecan plus bevacizumab was effective in one HPD patient, who experienced prolonged survival. These genetic features and TiME characteristics might help identify the features of HPD after immunotherapy.
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Affiliation(s)
- Caifeng Gong
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Wen Zhang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Yongkun Sun
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Jianzhong Shou
- Department of Urology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Zhichao Jiang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Tianyi Liu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Shengzhou Wang
- GenomiCare Biotechnology Co. Ltd, Shanghai 201203, China
| | - Jun Liu
- GenomiCare Biotechnology Co. Ltd, Shanghai 201203, China
| | - Ying Sun
- GenomiCare Biotechnology Co. Ltd, Shanghai 201203, China
| | - Aiping Zhou
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
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Pinter M, Scheiner B, Pinato DJ. Immune checkpoint inhibitors in hepatocellular carcinoma: emerging challenges in clinical practice. Lancet Gastroenterol Hepatol 2023:S2468-1253(23)00147-4. [PMID: 37327807 DOI: 10.1016/s2468-1253(23)00147-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 04/13/2023] [Accepted: 04/25/2023] [Indexed: 06/18/2023]
Abstract
Systemic therapy for advanced hepatocellular carcinoma has expanded at an unprecedented pace over the past 5 years. After tyrosine kinase inhibitors dominated the field for more than a decade, immune checkpoint inhibitor (ICI)-based therapies have become the main component in systemic first-line treatment of this cancer. Delivery of immunotherapy in routine clinical practice recognises several challenges. In this Viewpoint, we discuss the major gaps in knowledge around the role of ICI-based therapies in patients with Child-Pugh class B. We discuss the challenges in individuals with rare histological subtypes of primary liver cancer, including combined hepatocellular-cholangiocarcinoma, fibrolamellar hepatocellular carcinoma, and sarcomatoid hepatocellular carcinoma. We also review data on ICI rechallenge in patients previously treated with ICIs, and discuss atypical patterns of progression related to immunotherapy (ie, hyperprogressive disease and pseudoprogression).
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Affiliation(s)
- Matthias Pinter
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.
| | - Bernhard Scheiner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Liver Cancer (HCC) Study Group Vienna, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria; Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK
| | - David J Pinato
- Department of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK; Division of Oncology, Department of Translational Medicine, University of Piemonte Orientale, Novara, Italy
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Wang J, Hong J, Yang F, Liu F, Wang X, Shen Z, Wu D. A deficient MIF-CD74 signaling pathway may play an important role in immunotherapy-induced hyper-progressive disease. Cell Biol Toxicol 2023; 39:1169-1180. [PMID: 34797429 DOI: 10.1007/s10565-021-09672-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 10/13/2021] [Indexed: 01/05/2023]
Abstract
BACKGROUND With the advent of immune checkpoint inhibitors (ICIs) therapies, a major breakthrough has been made in cancer treatment. However, instead of good results, some patients experienced a deterioration of their disease. This unexpected result is termed as hyper-progressive disease (HPD). The biology of HPD is currently not fully understood. METHODS Isolation of CD3+ cells from peripheral blood mononuclear cells (PBMC) in healthy control, tumor patients receiving immunotherapy with or without immunotherapy-induced HPD, then conducted single-cell RNA sequencing (scRNA-seq). RESULTS By analyzing scRNA-seq data, we identified 15 cell clusters. We observed developed-exhausted CD4+ T cells and regulatory T cells (Tregs) increasingly enriched in HPD group. Meanwhile, some effector T cells were decreased in HPD. The imbalance potentially contributes to the occurrence of HPD and poor clinical prognosis. In addition, we analyzed ligand-receptor interactions between subsets. The ligand-receptor interaction "CD74-MIF" was absent in HPD. However, in vitro experiment, we found that CD74 regulated effector function of effector CD8+ T cells. Overall, the article provides a primary study of immune profile in HPD.
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Affiliation(s)
- Jiahui Wang
- Department of Oncology, Affiliated Sixth People's Hospital, Shanghai Jiaotong University, Shanghai, China
| | - Jinsheng Hong
- Department of Radiotherapy, The First Affiliated Hospital of Fujian Medical University, Fuzhou, 350005, Fujian, China
- Key Laboratory of Radiation Biology of Fujian Higher Education Institutions, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
| | - Feiyu Yang
- Emergency Department of Jinshan Hospital Affiliated to Fudan University, Shanghai, China
| | - Fangming Liu
- Institute of Clinical Science, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Xiangdong Wang
- Institute of Clinical Science, Zhongshan Hospital, Fudan University, Shanghai, China.
- Jinshan Hospital Center for Tumor Diagnosis & Therapy, Jinshan Hospital, Fudan University, Shanghai, China.
| | - Zan Shen
- Department of Oncology, Affiliated Sixth People's Hospital, Shanghai Jiaotong University, Shanghai, China.
| | - Duojiao Wu
- Institute of Clinical Science, Zhongshan Hospital, Fudan University, Shanghai, China.
- Jinshan Hospital Center for Tumor Diagnosis & Therapy, Jinshan Hospital, Fudan University, Shanghai, China.
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Li Y, Chen T, Nie TY, Han J, He Y, Tang X, Zhang L. Hyperprogressive disease in non-small cell lung cancer after PD-1/PD-L1 inhibitors immunotherapy: underlying killer. Front Immunol 2023; 14:1200875. [PMID: 37283759 PMCID: PMC10239849 DOI: 10.3389/fimmu.2023.1200875] [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: 04/05/2023] [Accepted: 04/24/2023] [Indexed: 06/08/2023] Open
Abstract
Immune checkpoint inhibitors (ICIs) target the negative regulatory pathway of T cells and effectively reactive the anti-tumor immune function of T cells by blocking the key pathway of the immune escape mechanism of the tumor-PD-1/PD-L1, and fundamentally changing the prospect of immunotherapy for non-small cell lung cancer patients. However, such promising immunotherapy is overshadowed by Hyperprogressive Disease, a response pattern associated with unwanted accelerated tumor growth and characterized by poor prognosis in a fraction of treated patients. This review comprehensively provides an overview of Hyperprogressive Disease in immune checkpoint inhibitor-based immunotherapy for non-small cell lung cancer including its definition, biomarkers, mechanisms, and treatment. A better understanding of the black side of immune checkpoint inhibitors therapy will provide a more profound insight into the pros and cons of immunotherapy.
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Affiliation(s)
- Yanping Li
- Department of Respiratory Medicine, The Third People’s Hospital of Honghe Prefecture, Gejiu, China
| | - Tianhong Chen
- Department of Thoracic Surgery , The Third People’s Hospital of Honghe Prefecture, Gejiu, China
| | - Tian Yi Nie
- Department of Respiratory Medicine, The Third People’s Hospital of Honghe Prefecture, Gejiu, China
| | - Juyuan Han
- Department of Respiratory Medicine, The Third People’s Hospital of Honghe Prefecture, Gejiu, China
| | - Yunyan He
- Department of Thoracic Surgery, Yunnan Cancer Center, The Third Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Xingxing Tang
- Department of Thoracic Surgery , The Third People’s Hospital of Honghe Prefecture, Gejiu, China
| | - Li Zhang
- Department of Oncology, Gejiu City People’s Hospital, Diannan Central Hospital of Honghe Prefecture, The Fifth Affiliated Hospital of Kunming Medical University, Gejiu, China
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Ohmoto A, Fuji S. Rapid T-cell lymphoma progression associated with immune checkpoint inhibitors. Expert Rev Hematol 2023:1-7. [PMID: 37191476 DOI: 10.1080/17474086.2023.2215424] [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: 05/17/2023]
Abstract
INTRODUCTION Immune checkpoint inhibitors (ICIs) are widely used for multiple types of malignancies and are considered the fourth pillar in cancer treatment. Anti-programmed death-1 (PD-1) antibodies pembrolizumab and nivolumab are approved for relapsed/refractory classical Hodgkin lymphoma. Nonetheless, two phase 2 trials for T-cell lymphoma were terminated because of hyperprogression after a single dose in some patients. AREAS COVERED In this review, we summarize available information on the rapid progression of peripheral T-cell lymphoma including adult T-cell leukemia/lymphoma (ATLL). EXPERT OPINION In the abovementioned two trials, disease subtypes in patients who experienced hyperprogression were mostly ATLL or angioimmunoblastic T-cell lymphoma. Possible hyperprogression mechanisms induced by PD-1 blockade are the compensatory upregulation of the expression of other checkpoints, altered expression of lymphoma-promoting growth factors, functional blockade of stromal PD-ligand 1 acting as a tumor suppressor, and unique immune environment in indolent ATLL. The differentiation between hyperprogression and pseudoprogression is practically essential. There are no established methods to predict hyperprogression before administration of an ICI. In the future, the progress of novel diagnostic modalities such as positron emission tomography with computed tomography and circulating tumor DNA is expected to facilitate early cancer detection.
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Affiliation(s)
- Akihiro Ohmoto
- Department of Medical Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo 1358550, Japan
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
| | - Shigeo Fuji
- Department of Hematology, Osaka International Cancer Institute, Osaka, 5418567, Japan
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Shah M, Mamtani R, Marmarelis ME, Hennessy S. Chemoimmunotherapy vs. Immunotherapy for First Line Treatment of Advanced Non-small Cell Lung Cancer With a PD-L1 Expression ≥50% or ≥90. Clin Lung Cancer 2023; 24:235-243. [PMID: 36935244 PMCID: PMC10149619 DOI: 10.1016/j.cllc.2023.02.007] [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: 11/24/2022] [Revised: 02/16/2023] [Accepted: 02/16/2023] [Indexed: 03/05/2023]
Abstract
BACKGROUND Evidence about the comparative effectiveness of chemoimmunotherapy vs. immunotherapy alone in patients with advanced non-small cell lung cancer (aNSCLC) and high PD-L1 expression (≥50%) or very high PD-L1 expression (≥90%) is limited because of the lack of head-to-head clinical trials. OBJECTIVE To compare survival in aNSCLC patients receiving first-line chemoimmunotherapy vs. immunotherapy in both the PD-L1 expression ≥50% or ≥90% subgroups, accounting for potential confounders that may influence physician decision-making. METHODS This cohort study used a nationwide electronic health record derived database to identify newly diagnosed cases of aNSCLC patients with PD-L1 expression of ≥50% who initiated first-line systemic therapy between October 2016 and October 2021. The exposure of interest was first-line therapy with chemoimmunotherapy or immunotherapy among patients with PD-L1 expression ≥50% or ≥90%. Survival was assessed using Kaplan-Meier curves and Cox regression. Propensity score-based inverse probability of weighting (IPW) was used to control for confounding. Because of nonproportionality of hazards, we estimated hazard ratios over the first 6 months and after 6 months for the overall cohort, and over the first 12 months and after 12 months for a subgroup of persons with a PD-L1 expression ≥90%. RESULTS We identified 3086 subjects who met inclusion criteria, of whom 32% received chemoimmunotherapy and 68% received immunotherapy alone. Chemoimmunotherapy was associated with no survival advantage vs. immunotherapy alone during the entire follow-up period (IPW-adjusted Hazard Ratio [aHR] 0.98, 95% CI, 0.86-1.12), but was associated with a survival benefit during the first 6 months (aHR 0.74, 95% CI, 0.61-0.90). Similarly, in the subgroup of patients with a PD-L1 expression ≥90%, chemoimmunotherapy was associated with no overall survival advantage during the entire follow-up period (aHR 0.99, 95% CI, 0.87-1.22), but was associated with a survival benefit during the first 12 months (aHR 0.74, 95% CI, 0.57-0.97). CONCLUSION Chemoimmunotherapy was not associated with an overall benefit over immunotherapy alone, although was associated with an early survival advantage in both the overall cohort and the subgroup of patients with a PD-L1 expression ≥90%. Future studies should focus on identifying the characteristics of higher risk patients that may benefit from the addition of chemotherapy.
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Affiliation(s)
- Mohsin Shah
- Center for Real-world Effectiveness and Safety of Therapeutics (CREST), and Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA; Epidemiology and Drug Safety, IQVIA Real World Solutions, Wayne, PA.
| | - Ronac Mamtani
- Division of Hematology and Oncology, Department of Medicine, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA
| | - Melina E Marmarelis
- Division of Hematology and Oncology, Department of Medicine, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA
| | - Sean Hennessy
- Center for Real-world Effectiveness and Safety of Therapeutics (CREST), and Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA
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