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Zhang R, Dai J, Yao F, Zhou S, Huang W, Xu J, Yu K, Chen Y, Fan B, Zhang L, Xu J, Li Q. Hypomethylation-enhanced CRTC2 expression drives malignant phenotypes and primary resistance to immunotherapy in hepatocellular carcinoma. iScience 2024; 27:109821. [PMID: 38770131 PMCID: PMC11103543 DOI: 10.1016/j.isci.2024.109821] [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: 07/19/2023] [Revised: 11/22/2023] [Accepted: 04/24/2024] [Indexed: 05/22/2024] Open
Abstract
The cyclic AMP-responsive element-binding protein (CREB)-regulated transcription coactivator 2 (CRTC2) is a crucial regulator of hepatic lipid metabolism and gluconeogenesis and correlates with tumorigenesis. However, the mechanism through which CRTC2 regulates hepatocellular carcinoma (HCC) progression is largely unknown. Here, we found that increased CRTC2 expression predicted advanced tumor grade and stage, as well as worse prognosis in patients with HCC. DNA promoter hypomethylation led to higher CRTC2 expression in HCC. Functionally, CRTC2 contributed to HCC malignant phenotypes through the activated Wnt/β-catenin pathway, which could be abrogated by the small-molecular inhibitor XAV-939. Moreover, Crtc2 facilitated tumor growth while concurrently downregulating the PD-L1/PD-1 axis, resulting in primary resistance to immunotherapy. In immunocompetent mice models of HCC, targeting Crtc2 in combination with anti-PD-1 therapy prominently suppressed tumor growth by synergistically enhancing responsiveness to immunotherapy. Collectively, targeting CRTC2 might be a promising therapeutic strategy to sensitize immunotherapy in HCC.
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Affiliation(s)
- Ruizhi Zhang
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Hepatobiliary Cancers, Nanjing, Jiangsu Province 210000, China
| | - Jingjing Dai
- Department of Infectious Diseases, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province 210000, China
| | - Feifan Yao
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Hepatobiliary Cancers, Nanjing, Jiangsu Province 210000, China
| | - Suiqing Zhou
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Hepatobiliary Cancers, Nanjing, Jiangsu Province 210000, China
| | - Wei Huang
- Department of General Surgery, The Friendship Hospital of Ili Kazakh Autonomous Prefecture, Ili & Jiangsu Joint Institute of Health, Ili 835000, China
| | - Jiali Xu
- Department of Anesthesiology, Jinling Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu Province 210000, China
| | - Kai Yu
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Hepatobiliary Cancers, Nanjing, Jiangsu Province 210000, China
| | - Yining Chen
- Department of Anesthesiology and Perioperative Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province 210000, China
| | - Boqiang Fan
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province 210000, China
| | - Liren Zhang
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Hepatobiliary Cancers, Nanjing, Jiangsu Province 210000, China
| | - Jing Xu
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province 210000, China
| | - Qing Li
- Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Hepatobiliary Cancers, Nanjing, Jiangsu Province 210000, China
- Collaborative Innovation Center for Cancer Personalized Medicine, Nanjing Medical University, Nanjing, Jiangsu Province 210000, China
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Tao J, Shen L, Zhuang M, Zhai C, Zeng H, Mao Y, Liu X. Suppression of AGRN enhances CD8+ T cell recruitment and inhibits breast cancer progression. FASEB J 2024; 38:e23582. [PMID: 38568853 DOI: 10.1096/fj.202302288r] [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: 11/06/2023] [Revised: 01/24/2024] [Accepted: 03/15/2024] [Indexed: 04/05/2024]
Abstract
Breast cancer (BC) stands as a prominent contributor to global cancer-related mortality, with an increasing incidence annually. This study aims to investigate AGRN gene expression in BC, as well as explore its influence on the tumor immune microenvironment. AGRN displayed a pronounced upregulation in BC tissues relative to paracancerous tissues. Single-cell RNA analysis highlighted AGRN-specific elevation within cancer cell clusters and also showed expression expressed in stromal as well as immune cell clusters. AGRN upregulation was positively correlated with clinicopathological stage and negatively correlated with BC prognosis. As revealed by the in vitro experiment, AGRN knockdown effectively hinders BC cells in terms of proliferation, invasion as well as migration. AGRN protein, which may interact with EXT1, LRP4, RAPSN, etc., was primarily distributed in the cell cytoplasm. Notably, immune factors might interact with AGRN in BC, evidenced by its discernible associations with immunofactors like IL10, CD274, and PVRL2. Mass spectrometry and immunohistochemistry revealed that the reduction of AGRN led to an increase in CD8+ T cells with triple-negative breast cancer (TNBC). Mechanistically, the connection between TRIM7 and PD-L1 is improved by AGRN, acting as a scaffold, thereby facilitating the accelerated degradation of PD-L1 by TRIM7. Downregulation of AGRN inhibits BC progression and increases CD8+ T cell recruitment. Targeting AGRN may contribute to BC treatment. The biomarker AGRN, serving as a therapeutic target for BC, emerges as a prospective avenue for enhancing both diagnosis and prognosis in BC cases.
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Affiliation(s)
- Jing Tao
- Department of General Surgery, The Fourth Affiliated Hospital of Nanjing Medical University, Nanjing Medical University, Nanjing, China
| | - Li Shen
- Department of General Surgery, The Fourth Affiliated Hospital of Nanjing Medical University, Nanjing Medical University, Nanjing, China
| | - Minyu Zhuang
- Department of Breast Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Changyuan Zhai
- Department of General Surgery, The Fourth Affiliated Hospital of Nanjing Medical University, Nanjing Medical University, Nanjing, China
| | - Hanling Zeng
- Department of General Surgery, The Fourth Affiliated Hospital of Nanjing Medical University, Nanjing Medical University, Nanjing, China
| | - Yuan Mao
- Department of General Surgery, The Fourth Affiliated Hospital of Nanjing Medical University, Nanjing Medical University, Nanjing, China
| | - Xiaoan Liu
- Department of Breast Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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Li Z, Wang F, Zhang H, Xie S, Peng L, Xu H, Wang Y. A radiomics strategy based on CT intra-tumoral and peritumoral regions for preoperative prediction of neoadjuvant chemoradiotherapy for esophageal cancer. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2024; 50:108052. [PMID: 38447320 DOI: 10.1016/j.ejso.2024.108052] [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: 10/28/2023] [Revised: 01/24/2024] [Accepted: 02/21/2024] [Indexed: 03/08/2024]
Abstract
OBJECTIVE Develop a method for selecting esophageal cancer patients achieving pathological complete response with pre-neoadjuvant therapy chest-enhanced CT scans. METHODS Two hundred and one patients from center 1 were enrolled, split into training and testing sets (7:3 ratio), with an external validation set of 30 patients from center 2. Radiomics features from intra-tumoral and peritumoral images were extracted and dimensionally reduced using Student's t-test and least absolute shrinkage and selection operator. Four machine learning classifiers were employed to build models, with the best-performing models selected based on accuracy and stability. ROC curves were utilized to determine the top prediction model, and its generalizability was evaluated on the external validation set. RESULTS Among 16 models, the integrated-XGBoost and integrated-random forest models performed the best, with average ROC AUCs of 0.906 and 0.918, respectively, and RSDs of 6.26 and 6.89 in the training set. In the testing set, AUCs were 0.845 and 0.871, showing no significant difference in ROC curves. External validation set AUCs for integrated-XGBoost and integrated-random forest models were 0.650 and 0.749. CONCLUSION Incorporating peritumoral radiomics features into the analysis enhances predictive performance for esophageal cancer patients undergoing neoadjuvant chemoradiotherapy, paving the way for improved treatment outcomes.
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Affiliation(s)
- Zhiyang Li
- Department of Thoracic Surgery, West China Hospital, Sichuan University, China; West China School of Medicine, West China Hospital, Sichuan University, China
| | - Fuqiang Wang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, China; West China School of Medicine, West China Hospital, Sichuan University, China
| | - Hanlu Zhang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, China
| | - Shenglong Xie
- Department of Thoracic Surgery, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Lei Peng
- Department of Thoracic Surgery, West China Hospital, Sichuan University, China
| | - Hui Xu
- Department of Radiology, West China Hospital, Sichuan University, China.
| | - Yun Wang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, China.
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Tian C, Yu Y, Wang Y, Yang L, Tang Y, Yu C, Feng G, Zheng D, Wang X. Neoadjuvant Immune Checkpoint Inhibitors in hepatocellular carcinoma: a meta-analysis and systematic review. Front Immunol 2024; 15:1352873. [PMID: 38440727 PMCID: PMC10909934 DOI: 10.3389/fimmu.2024.1352873] [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: 12/09/2023] [Accepted: 01/29/2024] [Indexed: 03/06/2024] Open
Abstract
Background Neoadjuvant immunotherapy has demonstrated beneficial outcomes in various cancer types; however, standardized protocols for neoadjuvant immunotherapy in hepatocellular carcinoma (HCC) are currently lacking. This systematic review and meta-analysis aims to investigate the reliability of neoadjuvant immunotherapy's efficacy and safety in the context of HCC. Methods A systematic search was conducted across PubMed (MEDLINE), EMBASE, the Web of Science, the Cochrane Library, and conference proceedings to identify clinical trials involving resectable HCC and neoadjuvant immunotherapy. Single-arm meta-analyses were employed to compute odds ratios and 95% confidence intervals (CIs). Heterogeneity analysis, data quality assessment, and subgroup analyses based on the type of immunotherapy drugs and combination therapies were performed. This meta-analysis is registered in PROSPERO (identifier CRD42023474276). Results This meta-analysis included 255 patients from 11 studies. Among resectable HCC patients, neoadjuvant immunotherapy exhibited an overall major pathological response (MPR) rate of 0.47 (95% CI 0.31-0.70) and a pathological complete response (pCR) rate of 0.22 (95% CI 0.14-0.36). The overall objective response rate (ORR) was 0.37 (95% CI 0.20-0.69), with a grade 3-4 treatment-related adverse event (TRAE) incidence rate of 0.35 (95% CI 0.24-0.51). Furthermore, the combined surgical resection rate was 3.08 (95% CI 1.66-5.72). Subgroup analysis shows no significant differences in the efficacy and safety of different single-agent immunotherapies; the efficacy of dual ICIs (Immune Checkpoint Inhibitors) combination therapy is superior to targeted combined immunotherapy and monotherapy, while the reverse is observed in terms of safety. Discussion Neoadjuvant immunotherapy presents beneficial outcomes in the treatment of resectable HCC. However, large-scale, high-quality experiments are warranted in the future to provide robust data support.
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Affiliation(s)
- Chunhong Tian
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yifan Yu
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yuqing Wang
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Lunwei Yang
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Ying Tang
- Institute of Tumor, Guangzhou University of Chinese Medicine, Guangzhou, China
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Chengyang Yu
- The First Clinical Medical School, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Gaofei Feng
- Department of Oncology, Shenzhen Hospital, Beijing University of Chinese Medicine, Shenzhen, China
| | - Dayong Zheng
- Department of Hepatology, TCM-Integrated Hospital of Southern Medical University, Guangzhou, China
- Department of Hepatopancreatobiliary, Cancer Center, Southern Medical University, Guangzhou, China
- Department of Oncology, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiongwen Wang
- Beibei District Traditional Chinese Medicine Hospital (Chongqing Hospital, The First Affiliated Hospital of Guangzhou University of Chinese Medicine), Chongqing, China
- Department of Oncology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China
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Hemmati S, Saeidikia Z, Seradj H, Mohagheghzadeh A. Immunomodulatory Peptides as Vaccine Adjuvants and Antimicrobial Agents. Pharmaceuticals (Basel) 2024; 17:201. [PMID: 38399416 PMCID: PMC10892805 DOI: 10.3390/ph17020201] [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: 01/06/2024] [Revised: 01/26/2024] [Accepted: 01/28/2024] [Indexed: 02/25/2024] Open
Abstract
The underdevelopment of adjuvant discovery and diversity, compared to core vaccine technology, is evident. On the other hand, antibiotic resistance is on the list of the top ten threats to global health. Immunomodulatory peptides that target a pathogen and modulate the immune system simultaneously are promising for the development of preventive and therapeutic molecules. Since investigating innate immunity in insects has led to prominent achievements in human immunology, such as toll-like receptor (TLR) discovery, we used the capacity of the immunomodulatory peptides of arthropods with concomitant antimicrobial or antitumor activity. An SVM-based machine learning classifier identified short immunomodulatory sequences encrypted in 643 antimicrobial peptides from 55 foe-to-friend arthropods. The critical features involved in efficacy and safety were calculated. Finally, 76 safe immunomodulators were identified. Then, molecular docking and simulation studies defined the target of the most optimal peptide ligands among all human cell-surface TLRs. SPalf2-453 from a crab is a cell-penetrating immunoadjuvant with antiviral properties. The peptide interacts with the TLR1/2 heterodimer. SBsib-711 from a blackfly is a TLR4/MD2 ligand used as a cancer vaccine immunoadjuvant. In addition, SBsib-711 binds CD47 and PD-L1 on tumor cells, which is applicable in cancer immunotherapy as a checkpoint inhibitor. MRh4-679 from a shrimp is a broad-spectrum or universal immunoadjuvant with a putative Th1/Th2-balanced response. We also implemented a pathway enrichment analysis to define fingerprints or immunological signatures for further in vitro and in vivo immunogenicity and reactogenicity measurements. Conclusively, combinatorial machine learning, molecular docking, and simulation studies, as well as systems biology, open a new opportunity for the discovery and development of multifunctional prophylactic and therapeutic lead peptides.
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Affiliation(s)
- Shiva Hemmati
- Department of Pharmaceutical Biotechnology, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz 71345-1583, Iran
- Biotechnology Research Center, Shiraz University of Medical Sciences, Shiraz 71345-1583, Iran
- Department of Pharmaceutical Biology, Faculty of Pharmaceutical Sciences, UCSI University, Cheras, Kuala Lumpur 56000, Malaysia
| | - Zahra Saeidikia
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz 71345-1583, Iran;
| | - Hassan Seradj
- Department of Medicinal Chemistry, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz 71345-1583, Iran;
| | - Abdolali Mohagheghzadeh
- Department of Phytopharmaceuticals, School of Pharmacy, Shiraz University of Medical Sciences, Shiraz 71345-1583, Iran;
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Li Z, Wang F, Zhang H, Zheng H, Zhou X, Wang Z, Xie S, Peng L, Wang X, Wang Y. The predictive value of a computed tomography-based radiomics model for the surgical separability of thymic epithelial tumors from the superior vena cava and the left innominate vein. Quant Imaging Med Surg 2023; 13:5622-5640. [PMID: 37711814 PMCID: PMC10498270 DOI: 10.21037/qims-22-1050] [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: 09/30/2022] [Accepted: 06/20/2023] [Indexed: 09/16/2023]
Abstract
Background The aim of this study was to develop a radiomics machine learning model based on computed tomography (CT) that can predict whether thymic epithelial tumors (TETs) can be separated from veins during surgery and to compare the accuracy of the radiomics model to that of radiologists. Methods Patients who underwent thymectomy at our hospital from 2009 to 2017 were included in the screening process. After the selection of patients according to the inclusion and exclusion criteria, the cohort was randomly divided into training and testing groups, and CT images of these patients were collected. Subsequently, two-dimensional (2D) and three-dimensional (3D) regions of interest were labelled using ITK-SNAP 3.8.0 software, and Radiomics features were extracted using Python software (Python Software Foundation) and selected through the least absolute shrinkage and selection operator (LASSO) regression model. To construct the classifier, a support vector machine (SVM) was employed, and a nomogram was created using logistic regression to predict vascular inseparable TETs based on the radiomics score (radscore) and image features. To assess the accuracy of these models, area under receiver operating characteristic (ROC) curves of these models were calculated, and differences among the models were identified using the Delong test. Results In this retrospective study, 204 patients with TETs were included, among whom 21 were diagnosed with surgical vascularly inseparable TETs. The area under ROC curve (AUC) of the 2D model, 3D model, 2D + 3D model, and radiologist diagnoses were 0.94, 0.92, 0.95, and 0.87 in the training cohort and 0.95, 0.92, 0.98, and 0.78 in testing cohort, respectively. The Delong test revealed a significant improvement in the performance of the radiomics models compared to radiologists' diagnoses. The logistic regression selected 3 image features, namely maximum diameter of the tumor, degree of abutment of vessel circumference >50%, and absence of the mediastinal fat layer or space between the tumor and surrounding structures. These features, along with the radscore, were included to develop a nomogram. The AUCs of this nomogram were 0.99 in both the training set and testing set, and the Delong test did not find a significant difference between ROC plots of the nomogram and radiomics models. Conclusions The proposed radiomics model could accurately predict surgical vascularly inseparable TETs preoperatively and was shown to have a higher predictive value than the radiologists.
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Affiliation(s)
- Zhiyang Li
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Fuqiang Wang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Hanlu Zhang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Hong Zheng
- School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China
| | - Xue Zhou
- School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China
| | - Zhensong Wang
- School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu, China
| | - Shenglong Xie
- Department of Thoracic Surgery, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, China
| | - Lei Peng
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
| | - Xuyang Wang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Yun Wang
- Department of Thoracic Surgery, West China Hospital, Sichuan University, Chengdu, China
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Zeng J, Han L, Wang T, Huang L, Zheng Y, Zhang N, Li Z, Yang M. The Allelic Expression of RNA Editing Gene ADARB1 in Hepatocellular Carcinoma Treated with Transarterial Chemoembolization. Pharmgenomics Pers Med 2023; 16:229-238. [PMID: 36970122 PMCID: PMC10032144 DOI: 10.2147/pgpm.s402115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 03/06/2023] [Indexed: 03/19/2023] Open
Abstract
Introduction Transarterial chemoembolization (TACE) is the commonly used therapy of unresectable hepatocellular carcinoma (HCC), though the prognosis of different TACE-treated HCC patients varies, which may be due to the heterogeneity of HCC tumors caused by genetic variants and epigenetic changes such as RNA editing. There is dysregulated RNA adenosine-to-inosine (A-to-I) editing in HCC and RNA-edited genes are involved in the epigenetic process. It remains unclear how genetic variants of RNA editing genes affect the prognosis of HCC cases treated by TACE. Methods In this study, we examined 28 potentially functional single-nucleotide polymorphisms (SNPs) of four RNA editing genes (ADARB1, ADAR, ADARB2 and AIMP2) in two independent TACE patient cohorts. Results We found that ADARB1 rs1051367 and rs2253763 polymorphisms were markedly associated with the prognosis of HCC cases who received TACE in both cohorts. In HCC cells, the rs2253763 C-to-T change in ADARB1 3'-untranslated region attenuated its binding with miR-542-3p and allele-specifically elevated ADARB1 levels. Consistent with this, patients carrying the rs2253763 C allele showed reduced ADARB1 expression in cancer tissues and notably shorter survival after TACE therapy in comparison with individuals with the T allele. Ectopic ADARB1 profoundly enhanced the efficacy of oxaliplatin, one of the common TACE chemotherapeutic drugs. Discussion Our findings highlighted the value of ADARB1 polymorphisms as prognostic markers in TACE therapy for HCC patients. Notably, our findings revealed that targeting the ADARB1 enzyme may be a promising therapeutic strategy in combination with TACE for HCC cases.
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Affiliation(s)
- Jiajia Zeng
- Shandong Provincial Key Laboratory of Radiation Oncology, Cancer Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
| | - Linyu Han
- Shandong Provincial Key Laboratory of Radiation Oncology, Cancer Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
| | - Teng Wang
- Shandong Provincial Key Laboratory of Radiation Oncology, Cancer Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
| | - Linying Huang
- Shandong Provincial Key Laboratory of Radiation Oncology, Cancer Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
| | - Yanxiu Zheng
- Shandong Provincial Key Laboratory of Radiation Oncology, Cancer Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
| | - Nasha Zhang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, People’s Republic of China
| | - Ziqiang Li
- Department of General Surgery, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, People’s Republic of China
- Ziqiang Li, Department of General Surgery, The First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, Shandong Province, 250114, People’s Republic of China, Email
| | - Ming Yang
- Shandong Provincial Key Laboratory of Radiation Oncology, Cancer Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, People’s Republic of China
- Correspondence: Ming Yang, Shandong Provincial Key Laboratory of Radiation Oncology, Cancer Research Center, Shandong Cancer Hospital and Institute, Jinan, Shandong Province, 250117, People’s Republic of China, Tel/Fax +86531-67626536, Email
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Liu C, Wang X, Qin W, Tu J, Li C, Zhao W, Ma L, Liu B, Qiu H, Yuan X. Combining radiation and the ATR inhibitor berzosertib activates STING signaling and enhances immunotherapy via inhibiting SHP1 function in colorectal cancer. Cancer Commun (Lond) 2023; 43:435-454. [PMID: 36855844 PMCID: PMC10091106 DOI: 10.1002/cac2.12412] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 01/03/2023] [Accepted: 02/17/2023] [Indexed: 03/02/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) targeting programmed cell death protein 1 (PD-1) and programmed death-ligand 1 (PD-L1) have shown a moderate response in colorectal cancer (CRC) with deficient mismatch repair (dMMR) functions and poor response in patients with proficient MMR (pMMR). pMMR tumors are generally immunogenically "cold", emphasizing combination strategies to turn the "cold" tumor "hot" to enhance the efficacy of ICIs. ATR inhibitors (ATRi) have been proven to cooperate with radiation to promote antitumor immunity, but it is unclear whether ATRi could facilitate the efficacy of IR and ICI combinations in CRCs. This study aimed to investigate the efficacy of combining ATRi, irradiation (IR), and anti-PD-L1 antibodies in CRC mouse models with different microsatellite statuses. METHODS The efficacy of combining ATRi, IR, and anti-PD-L1 antibodies was evaluated in CRC tumors. The tumor microenvironment and transcriptome signatures were investigated under different treatment regimens. The mechanisms were explored via cell viability assay, flow cytometry, immunofluorescence, immunoblotting, co-immunoprecipitation, and real-time quantitative PCR in multiple murine and human CRC cell lines. RESULTS Combining ATRi berzosertib and IR enhanced CD8+ T cell infiltration and enhanced the efficacy of anti-PD-L1 therapy in mouse CRC models with different microsatellite statuses. The mechanistic study demonstrated that IR + ATRi could activate both the canonical cGAS-STING-pTBK1/pIRF3 axis by increasing cytosolic double-stranded DNA levels and the non-canonical STING signaling by attenuating SHP1-mediated inhibition of the TRAF6-STING-p65 axis, via promoting SUMOylation of SHP1 at lysine 127. By boosting the STING signaling, IR + ATRi induced type I interferon-related gene expression and strong innate immune activation and reinvigorated the cold tumor microenvironment, thus facilitating immunotherapy. CONCLUSIONS The combination of ATRi and IR could facilitate anti-PD-L1 therapy by promoting STING signaling in CRC models with different microsatellite statuses. The new combination strategy raised by our study is worth investigating in the management of CRC.
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Affiliation(s)
- Chaofan Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
| | - Xi Wang
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
| | - Wan Qin
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
| | - Jingyao Tu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
| | - Chunya Li
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
| | - Weiheng Zhao
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
| | - Li Ma
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
| | - Bo Liu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
| | - Hong Qiu
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
| | - Xianglin Yuan
- Department of Oncology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, P. R. China
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Pang K, Shi ZD, Wei LY, Dong Y, Ma YY, Wang W, Wang GY, Cao MY, Dong JJ, Chen YA, Zhang P, Hao L, Xu H, Pan D, Chen ZS, Han CH. Research progress of therapeutic effects and drug resistance of immunotherapy based on PD-1/PD-L1 blockade. Drug Resist Updat 2023; 66:100907. [PMID: 36527888 DOI: 10.1016/j.drup.2022.100907] [Citation(s) in RCA: 59] [Impact Index Per Article: 59.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 11/12/2022] [Accepted: 11/27/2022] [Indexed: 12/05/2022]
Abstract
The binding of programmed death-1 (PD-1) on the surface of T cells and PD-1 ligand 1 (PD-L1) on tumor cells can prevent the immune-killing effect of T cells on tumor cells and promote the immune escape of tumor cells. Therefore, immune checkpoint blockade targeting PD-1/PD-L1 is a reliable tumor therapy with remarkable efficacy. However, the main challenges of this therapy are low response rate and acquired resistance, so that the outcomes of this therapy are usually unsatisfactory. This review begins with the description of biological structure of the PD-1/PD-L1 immune checkpoint and its role in a variety of cells. Subsequently, the therapeutic effects of immune checkpoint blockers (PD-1 / PD-L1 inhibitors) in various tumors were introduced and analyzed, and the reasons affecting the function of PD-1/PD-L1 were systematically analyzed. Then, we focused on analyzing, sorting out and introducing the possible underlying mechanisms of primary and acquired resistance to PD-1/PD-L1 blockade including abnormal expression of PD-1/PD-L1 and some factors, immune-related pathways, tumor immune microenvironment, and T cell dysfunction and others. Finally, promising therapeutic strategies to sensitize the resistant patients with PD-1/PD-L1 blockade treatment were described. This review is aimed at providing guidance for the treatment of various tumors, and highlighting the drug resistance mechanisms to offer directions for future tumor treatment and improvement of patient prognosis.
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Affiliation(s)
- Kun Pang
- Department of Urology, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Central Hospital, 199 Jiefang South Road, Xuzhou, Jiangsu, China; School of Life Sciences, Jiangsu Normal University, Jiangsu, China
| | - Zhen-Duo Shi
- Department of Urology, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Central Hospital, 199 Jiefang South Road, Xuzhou, Jiangsu, China; School of Life Sciences, Jiangsu Normal University, Jiangsu, China; Department of Urology, Heilongjiang Provincial Hospital, Heilongjiang, China
| | - Liu-Ya Wei
- School of Pharmacy, Weifang Medical University, Weifang, Shandong 261053, China
| | - Yang Dong
- Department of Urology, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Central Hospital, 199 Jiefang South Road, Xuzhou, Jiangsu, China
| | - Yu-Yang Ma
- Graduate School, Bengbu Medical College, Building 1, Administration Building, 2600 Donghai Avenue, Bengbu, Anhui, China
| | - Wei Wang
- Department of Medical College, Southeast University, 87 DingjiaQiao, Nanjing, China
| | - Guang-Yue Wang
- Graduate School, Bengbu Medical College, Building 1, Administration Building, 2600 Donghai Avenue, Bengbu, Anhui, China
| | - Ming-Yang Cao
- Department of Urology, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Central Hospital, 199 Jiefang South Road, Xuzhou, Jiangsu, China
| | - Jia-Jun Dong
- School of Medicine, Jiangsu University, 301 Xuefu Road, Zhenjiang 212013, Jiangsu Province, China
| | - Yu-Ang Chen
- Department of Urology, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Central Hospital, 199 Jiefang South Road, Xuzhou, Jiangsu, China
| | - Peng Zhang
- Graduate School, Bengbu Medical College, Building 1, Administration Building, 2600 Donghai Avenue, Bengbu, Anhui, China
| | - Lin Hao
- Department of Urology, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Central Hospital, 199 Jiefang South Road, Xuzhou, Jiangsu, China
| | - Hao Xu
- Graduate School, Bengbu Medical College, Building 1, Administration Building, 2600 Donghai Avenue, Bengbu, Anhui, China
| | - Deng Pan
- Graduate School, Bengbu Medical College, Building 1, Administration Building, 2600 Donghai Avenue, Bengbu, Anhui, China
| | - Zhe-Sheng Chen
- Department of Pharmaceutical Sciences, College of Pharmacy and Health Sciences, St. John's University, Queens, NY, USA.
| | - Cong-Hui Han
- Department of Urology, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou Central Hospital, 199 Jiefang South Road, Xuzhou, Jiangsu, China; School of Life Sciences, Jiangsu Normal University, Jiangsu, China; Department of Urology, Heilongjiang Provincial Hospital, Heilongjiang, China.
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10
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Li Q, Zhang L, You W, Xu J, Dai J, Hua D, Zhang R, Yao F, Zhou S, Huang W, Dai Y, Zhang Y, Baheti T, Qian X, Pu L, Xu J, Xia Y, Zhang C, Tang J, Wang X. PRDM1/BLIMP1 induces cancer immune evasion by modulating the USP22-SPI1-PD-L1 axis in hepatocellular carcinoma cells. Nat Commun 2022; 13:7677. [PMID: 36509766 PMCID: PMC9744896 DOI: 10.1038/s41467-022-35469-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 12/06/2022] [Indexed: 12/14/2022] Open
Abstract
Programmed death receptor-1 (PD-1) blockade have achieved some efficacy but only in a fraction of patients with hepatocellular carcinoma (HCC). Programmed cell death 1 ligand 1 (PD-L1) binds to its receptor PD1 on T cells to dampen antigen-tumor immune responses. However, the mechanisms underlying PD-L1 regulation are not fully elucidated. Herein, we identify that tumoral Prdm1 overexpression inhibits cell growth in immune-deficient mouse models. Further, tumoral Prdm1 overexpression upregulates PD-L1 levels, dampening anti-tumor immunity in vivo, and neutralizes the anti-tumor efficacy of Prdm1 overexpression in immune-competent mouse models. Mechanistically, PRDM1 enhances USP22 transcription, thus reducing SPI1 protein degradation through deubiquitination, which enhances PD-L1 transcription. Functionally, PD-1 mAb treatment reinforces the efficacy of Prdm1-overexpressing HCC immune-competent mouse models. Collectively, we demonstrate that the PRDM1-USP22-SPI1 axis regulates PD-L1 levels, resulting in infiltrated CD8+ T cell exhaustion. Furthermore, PRDM1 overexpression combined with PD-(L)1 mAb treatment provides a therapeutic strategy for HCC treatment.
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Affiliation(s)
- Qing Li
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
| | - Liren Zhang
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
| | - Wenhua You
- grid.263826.b0000 0004 1761 0489School of Chemistry and Chemical Engineering, Southeast University, Nanjing, Jiangsu Province China ,grid.89957.3a0000 0000 9255 8984Department of Immunology, Key Laboratory of Immune Microenvironment and Disease, Nanjing Medical University, Nanjing, Jiangsu Province China
| | - Jiali Xu
- grid.412676.00000 0004 1799 0784Department of Anesthesiology and Perioperative Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province China
| | - Jingjing Dai
- grid.412676.00000 0004 1799 0784Department of Infectious Diseases, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province China
| | - Dongxu Hua
- grid.89957.3a0000 0000 9255 8984The First School of Clinical Medicine, Nanjing Medical University, Nanjing, China
| | - Ruizhi Zhang
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
| | - Feifan Yao
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
| | - Suiqing Zhou
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
| | - Wei Huang
- grid.411610.30000 0004 1764 2878Department of General Surgery, The Friendship Hospital of Ili Kazakh Autonomous Prefecture, Ili & Jiangsu Joint Institute of Health, Ili, China
| | - Yongjiu Dai
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
| | - Yu Zhang
- grid.411610.30000 0004 1764 2878Department of General Surgery, The Friendship Hospital of Ili Kazakh Autonomous Prefecture, Ili & Jiangsu Joint Institute of Health, Ili, China
| | - Tasiken Baheti
- grid.411610.30000 0004 1764 2878Department of General Surgery, The Friendship Hospital of Ili Kazakh Autonomous Prefecture, Ili & Jiangsu Joint Institute of Health, Ili, China
| | - Xiaofeng Qian
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
| | - Liyong Pu
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
| | - Jing Xu
- grid.412676.00000 0004 1799 0784Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province China
| | - Yongxiang Xia
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
| | - Chuanyong Zhang
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
| | - Jinhai Tang
- grid.412676.00000 0004 1799 0784Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province China
| | - Xuehao Wang
- grid.89957.3a0000 0000 9255 8984Hepatobiliary Center, The First Affiliated Hospital of Nanjing Medical University, Key Laboratory of Liver Transplantation, Chinese Academy of Medical Sciences, NHC Key Laboratory of Living Donor Liver Transplantation (Nanjing Medical University), Nanjing, Jiangsu Province China
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11
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Fan H, Xie X, Kuang X, Du J, Peng F. MicroRNAs, Key Regulators in Glioma Progression as Potential Therapeutic Targets for Chinese Medicine. THE AMERICAN JOURNAL OF CHINESE MEDICINE 2022; 50:1799-1825. [PMID: 36121713 DOI: 10.1142/s0192415x22500768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Gliomas are tumors of the primary central nervous system associated with poor prognosis and high mortality. The 5-year survival rate of patients with gliomas received surgery combined with chemotherapy or radiotherapy does not exceed 5%. Although temozolomide is commonly used in the treatment of gliomas, the development of resistance limits its use. MicroRNAs are non-coding RNAs involved in numerous processes of glioma cells, such as proliferation, migration and apoptosis. MicroRNAs regulate cell cycle, PI3K/AKT signal pathway, and target apoptosis-related genes (e.g., BCL6), angiogenesis-related genes (e.g., VEGF) and other related genes to suppress gliomas. Evidence illustrates that microRNAs can regulate the sensitivity of gliomas to temozolomide, cisplatin, and carmustine, thereby enhancing the efficacy of these agents. Moreover, traditional Chinese medicine (e.g., tanshinone IIA, xanthohumol, and curcumin) exert antiglioma effects by regulating the expression of microRNAs, and then microRNAs inhibit gliomas through influencing the process of tumors by targeting certain genes. In this paper, the mechanisms through which microRNAs regulate the sensitivity of gliomas to therapeutic drugs are described, and traditional Chinese medicine that can suppress gliomas through microRNAs are discussed. This review aims to provide new insights into the traditional Chinese medicine treatment of gliomas.
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Affiliation(s)
- Huali Fan
- Department of Pharmacology, Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, P. R. China
| | - Xiaofang Xie
- State Key Laboratory of Southwestern Chinese Medicine Resources, School of Pharmacy, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, P. R. China
| | - Xi Kuang
- Department of Pharmacology, Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, P. R. China
| | - Junrong Du
- Department of Pharmacology, Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, P. R. China
| | - Fu Peng
- Department of Pharmacology, Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu 610041, P. R. China
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12
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He B, Li B, Chen X, Zhang Q, Lu C, Yang S, Long J, Ning L, Chen H, Huang J. PDL1Binder: Identifying programmed cell death ligand 1 binding peptides by incorporating next-generation phage display data and different peptide descriptors. Front Microbiol 2022; 13:928774. [PMID: 35910615 PMCID: PMC9335124 DOI: 10.3389/fmicb.2022.928774] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 06/27/2022] [Indexed: 11/13/2022] Open
Abstract
Monoclonal antibody drugs targeting the PD-1/PD-L1 pathway have showed efficacy in the treatment of cancer patients, however, they have many intrinsic limitations and inevitable drawbacks. Peptide inhibitors as alternatives might compensate for the drawbacks of current PD-1/PD-L1 interaction blockers. Identifying PD-L1 binding peptides by random peptide library screening is a time-consuming and labor-intensive process. Machine learning-based computational models enable rapid discovery of peptide candidates targeting the PD-1/PD-L1 pathway. In this study, we first employed next-generation phage display (NGPD) biopanning to isolate PD-L1 binding peptides. Different peptide descriptors and feature selection methods as well as diverse machine learning methods were then incorporated to implement predictive models of PD-L1 binding. Finally, we proposed PDL1Binder, an ensemble computational model for efficiently obtaining PD-L1 binding peptides. Our results suggest that predictive models of PD-L1 binding can be learned from deep sequencing data and provide a new path to discover PD-L1 binding peptides. A web server was implemented for PDL1Binder, which is freely available at http://i.uestc.edu.cn/pdl1binder/cgi-bin/PDL1Binder.pl.
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Affiliation(s)
- Bifang He
- Medical College, Guizhou University, Guiyang, China
| | - Bowen Li
- Medical College, Guizhou University, Guiyang, China
| | - Xue Chen
- Medical College, Guizhou University, Guiyang, China
| | | | - Chunying Lu
- Medical College, Guizhou University, Guiyang, China
| | | | - Jinjin Long
- Medical College, Guizhou University, Guiyang, China
| | - Lin Ning
- School of Healthcare Technology, Chengdu Neusoft University, Chengdu, China
| | - Heng Chen
- Medical College, Guizhou University, Guiyang, China
- *Correspondence: Heng Chen,
| | - Jian Huang
- School of Life Sciences and Technology, University of Electronic Science and Technology of China, Chengdu, China
- Jian Huang,
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13
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Marron TU, Fiel MI, Hamon P, Fiaschi N, Kim E, Ward SC, Zhao Z, Kim J, Kennedy P, Gunasekaran G, Tabrizian P, Doroshow D, Legg M, Hammad A, Magen A, Kamphorst AO, Shareef M, Gupta NT, Deering R, Wang W, Wang F, Thanigaimani P, Mani J, Troncoso L, Tabachnikova A, Chang C, Akturk G, Buckup M, Hamel S, Ioannou G, Hennequin C, Jamal H, Brown H, Bonaccorso A, Labow D, Sarpel U, Rosenbloom T, Sung MW, Kou B, Li S, Jankovic V, James N, Hamon SC, Cheung HK, Sims JS, Miller E, Bhardwaj N, Thurston G, Lowy I, Gnjatic S, Taouli B, Schwartz ME, Merad M. Neoadjuvant cemiplimab for resectable hepatocellular carcinoma: a single-arm, open-label, phase 2 trial. Lancet Gastroenterol Hepatol 2022; 7:219-229. [PMID: 35065058 PMCID: PMC9901534 DOI: 10.1016/s2468-1253(21)00385-x] [Citation(s) in RCA: 91] [Impact Index Per Article: 45.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/13/2021] [Accepted: 10/14/2021] [Indexed: 01/05/2023]
Abstract
BACKGROUND Surgical resection of early stage hepatocellular carcinoma is standard clinical practice; however, most tumours recur despite surgery, and no perioperative intervention has shown a survival benefit. Neoadjuvant immunotherapy has induced pathological responses in multiple tumour types and might decrease the risk of postoperative recurrence in hepatocellular carcinoma. We aimed to evaluate the clinical activity of neoadjuvant cemiplimab (an anti-PD-1) in patients with resectable hepatocellular carcinoma. METHODS For this single-arm, open-label, phase 2 trial, patients with resectable hepatocellular carcinoma (stage Ib, II, and IIIb) were enrolled and received two cycles of neoadjuvant cemiplimab 350 mg intravenously every 3 weeks followed by surgical resection. Eligible patients were aged 18 years or older, had confirmed resectable hepatocellular carcinoma, an Eastern Cooperative Oncology Group performance status of 0 or 1, and adequate liver function. Patients were excluded if they had metastatic disease, if the surgery was not expected to be curative, if they had a known additional malignancy requiring active treatment, or if they required systemic steroid treatment or any other immunosuppressive therapy. After resection, patients received an additional eight cycles of cemiplimab 350 mg intravenously every 3 weeks in the adjuvant setting. The primary endpoint was significant tumour necrosis on pathological examination (defined as >70% necrosis of the resected tumour). Secondary endpoints included delay of surgery, the proportion of patients with an overall response, change in CD8+ T-cell density, and adverse events. Tumour necrosis and response were analysed in all patients who received at least one dose of cemiplimab and completed surgical resection; safety and other endpoints were analysed in the intention-to-treat population. Patients underwent pre-treatment biopsies and blood collection throughout treatment. This trial is registered with ClinicalTrials.gov (NCT03916627, Cohort B) and is ongoing. FINDINGS Between Aug 5, 2019, and Nov 25, 2020, 21 patients were enrolled. All patients received neoadjuvant cemiplimab, and 20 patients underwent successful resection. Of the 20 patients with resected tumours, four (20%) had significant tumour necrosis. Three (15%) of 20 patients had a partial response, and all other patients maintained stable disease. 20 (95%) patients had a treatment-emergent adverse event of any grade during the neoadjuvant treatment period. The most common adverse events of any grade were increased aspartate aminotransferase (in four patients), increased blood creatine phosphokinase (in three), constipation (in three), and fatigue (in three). Seven patients had grade 3 adverse events, including increased blood creatine phosphokinase (in two patients) and hypoalbuminaemia (in one). No grade 4 or 5 events were observed. One patient developed pneumonitis, which led to a delay in surgery by 2 weeks. INTERPRETATION This report is, to our knowledge, the largest clinical trial of a neoadjuvant anti-PD-1 monotherapy reported to date in hepatocellular carcinoma. The observed pathological responses to cemiplimab in this cohort support the design of larger trials to identify the optimal treatment duration and definitively establish the clinical benefit of preoperative PD-1 blockade in patients with hepatocellular carcinoma. FUNDING Regeneron Pharmaceuticals.
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MESH Headings
- Aged
- Aged, 80 and over
- Antibodies, Monoclonal, Humanized/administration & dosage
- Antibodies, Monoclonal, Humanized/adverse effects
- Antineoplastic Agents, Immunological/administration & dosage
- Antineoplastic Agents, Immunological/adverse effects
- Aspartate Aminotransferases/blood
- Carcinoma, Hepatocellular/drug therapy
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/surgery
- Creatine Kinase/blood
- Female
- Humans
- Liver Neoplasms/drug therapy
- Liver Neoplasms/pathology
- Liver Neoplasms/surgery
- Male
- Middle Aged
- Neoadjuvant Therapy
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Affiliation(s)
- Thomas U Marron
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Early Phase Trials Unit, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| | - Maria Isabel Fiel
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Pauline Hamon
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Edward Kim
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Stephen C Ward
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Zhen Zhao
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Joel Kim
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Paul Kennedy
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; BioMedical Engineering and Imaging Institute (BMEII), Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ganesh Gunasekaran
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Surgical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Parissa Tabrizian
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Surgical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Deborah Doroshow
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Early Phase Trials Unit, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Meredith Legg
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Early Phase Trials Unit, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ashley Hammad
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Early Phase Trials Unit, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Assaf Magen
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alice O Kamphorst
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Muhammed Shareef
- Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | | | - Wei Wang
- Regeneron Pharmaceuticals, Tarrytown, NY, USA
| | - Fang Wang
- Regeneron Pharmaceuticals, Tarrytown, NY, USA
| | | | | | - Leanna Troncoso
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alexandra Tabachnikova
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Christie Chang
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Guray Akturk
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Core, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Mark Buckup
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Steven Hamel
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Core, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Giorgio Ioannou
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Core, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Clotilde Hennequin
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Hajra Jamal
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Haley Brown
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Antoinette Bonaccorso
- The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Surgical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Daniel Labow
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Surgical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Umut Sarpel
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Surgical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Talia Rosenbloom
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Early Phase Trials Unit, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Max W Sung
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Baijun Kou
- Regeneron Pharmaceuticals, Tarrytown, NY, USA
| | - Siyu Li
- Regeneron Pharmaceuticals, Tarrytown, NY, USA
| | | | | | | | | | | | | | - Nina Bhardwaj
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Israel Lowy
- Regeneron Pharmaceuticals, Tarrytown, NY, USA
| | - Sacha Gnjatic
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Core, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Bachir Taouli
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; BioMedical Engineering and Imaging Institute (BMEII), Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Myron E Schwartz
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Surgical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Miriam Merad
- Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The neoAdjuvant Research Group to Evaluate Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center of Excellence for Liver and Bile Duct Cancer, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Liver Cancer Program, Division of Liver Diseases and RM Transplant Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Core, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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14
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Li Z, Wu X, Zhao Y, Xiao Y, Zhao Y, Zhang T, Li H, Sha F, Wang Y, Deng L, Ma X. Clinical benefit of neoadjuvant anti-PD-1/PD-L1 utilization among different tumors. MedComm (Beijing) 2021; 2:60-68. [PMID: 34766136 PMCID: PMC8491227 DOI: 10.1002/mco2.61] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 06/21/2020] [Accepted: 06/24/2020] [Indexed: 02/05/2023] Open
Abstract
PD‐1/PD‐L1 (programmed cell death‐1 and programmed death‐ligand 1) inhibitors utilization in neoadjuvant therapy has been assessed in tumors. This study focused on the clinical benefits of neoadjuvant anti‐PD‐1/PD‐L1 therapy. A comprehensive search was conducted in electronic databases to identify eligible studies. Major response rate (MRR) and complete response rate (CRR) were pooled in this analysis to assess the efficacy of neoadjuvant anti‐PD‐1/PD‐L1 utilization, all grades and high‐grade adverse events (AEs) were pooled to evaluate its safety. Twenty studies were included in this meta‐analysis, with 828 patients suffering from different tumors. The pooled CRR of triple‐negative breast cancer was 0.569 (95% CI 0.514, 0.624, I2 = 0%) and the pooled MRR of lung cancer was 0.471 (95% CI 0.267, 0.575, I2 = 0%). The most frequent adverse event was fatigue (0.272 95% CI 0.171, 0.402, I2 = 87%), and the most common high‐grade adverse event was febrile neutropenia (0.084 95% CI 0.063, 0.112, I2 = 85%). In conclusion, neoadjuvant anti‐PD‐1/PD‐L1 therapy received satisfactory clinical results in these tumors included.
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Affiliation(s)
- Zhiyang Li
- Department of Biotherapy State Key Laboratory of Biotherapy, West China Hospital Sichuan University Chengdu Sichuan China.,West China Hospital, West China School of Medicine Sichuan University Chengdu Sichuan China
| | - Xin Wu
- Head and Neck Carcinoma Department, Radiation Oncology Department, Cancer Center West China Hospital Chengdu Sichuan China
| | - Yanjie Zhao
- Department of Biotherapy State Key Laboratory of Biotherapy, West China Hospital Sichuan University Chengdu Sichuan China.,West China Hospital, West China School of Medicine Sichuan University Chengdu Sichuan China
| | - Yinan Xiao
- Department of Biotherapy State Key Laboratory of Biotherapy, West China Hospital Sichuan University Chengdu Sichuan China.,State Key Laboratory of Biotherapy Department of Biotherapy, West China Hospital, Cancer Center Sichuan University Chengdu Sichuan China
| | - Yunuo Zhao
- Department of Biotherapy State Key Laboratory of Biotherapy, West China Hospital Sichuan University Chengdu Sichuan China.,State Key Laboratory of Biotherapy Department of Biotherapy, West China Hospital, Cancer Center Sichuan University Chengdu Sichuan China
| | - Ting Zhang
- Department of Biotherapy State Key Laboratory of Biotherapy, West China Hospital Sichuan University Chengdu Sichuan China.,West China Hospital, West China School of Medicine Sichuan University Chengdu Sichuan China
| | - Hui Li
- Department of Biotherapy State Key Laboratory of Biotherapy, West China Hospital Sichuan University Chengdu Sichuan China.,West China Hospital, West China School of Medicine Sichuan University Chengdu Sichuan China
| | - Fushen Sha
- Department of Internal Medicine State University of New York: Downstate Medical Center Brooklyn New York USA
| | - Yating Wang
- Department of Internal Medicine Louis A. Weiss Memorial Hospital Chicago Illinois USA
| | - Lei Deng
- Jacobi Medical Center Albert Einstein College of Medicine, Bronx New York New York USA
| | - Xuelei Ma
- Department of Biotherapy State Key Laboratory of Biotherapy, West China Hospital Sichuan University Chengdu Sichuan China.,State Key Laboratory of Biotherapy Department of Biotherapy, West China Hospital, Cancer Center Sichuan University Chengdu Sichuan China
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