1
|
Zheng ZQ, Zhong CR, Wei CZ, Chen XJ, Chen GM, Nie RC, Chen ZW, Zhang FY, Li YF, Zhou ZW, Chen YM, Liang YL. Hyperactivation of mTOR/eIF4E Signaling Pathway Promotes the Production of Tryptophan-To-Phenylalanine Substitutants in EBV-Positive Gastric Cancer. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024:e2402284. [PMID: 38994917 DOI: 10.1002/advs.202402284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2024] [Revised: 06/26/2024] [Indexed: 07/13/2024]
Abstract
Although messenger RNA translation is tightly regulated to preserve protein synthesis and cellular homeostasis, chronic exposure to interferon-γ (IFN-γ) in several cancers can lead to tryptophan (Trp) shortage via the indoleamine-2,3-dioxygenase (IDO)- kynurenine pathway and therefore promotes the production of aberrant peptides by ribosomal frameshifting and tryptophan-to-phenylalanine (W>F) codon reassignment events (substitutants) specifically at Trp codons. However, the effect of Trp depletion on the generation of aberrant peptides by ribosomal mistranslation in gastric cancer (GC) is still obscure. Here, it is shows that the abundant infiltrating lymphocytes in EBV-positive GC continuously secreted IFN-γ, upregulated IDO1 expression, leading to Trp shortage and the induction of W>F substitutants. Intriguingly, the production of W>F substitutants in EBV-positive GC is linked to antigen presentation and the activation of the mTOR/eIF4E signaling pathway. Inhibiting either the mTOR/eIF4E pathway or EIF4E expression counteracted the production and antigen presentation of W>F substitutants. Thus, the mTOR/eIF4E pathway exposed the vulnerability of gastric cancer by accelerating the production of aberrant peptides and boosting immune activation through W>F substitutant events. This work proposes that EBV-positive GC patients with mTOR/eIF4E hyperactivation may benefit from anti-tumor immunotherapy.
Collapse
Affiliation(s)
- Zi-Qi Zheng
- Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| | - Cheng-Rui Zhong
- Department of General Surgery, Hepatobiliary Pancreatic and Splenic Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510655, P. R. China
| | - Cheng-Zhi Wei
- Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| | - Xiao-Jiang Chen
- Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| | - Guo-Ming Chen
- Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| | - Run-Cong Nie
- Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| | - Ze-Wei Chen
- Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| | - Fei-Yang Zhang
- Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| | - Yuan-Fang Li
- Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| | - Zhi-Wei Zhou
- Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| | - Yong-Ming Chen
- Department of Gastric Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| | - Ye-Lin Liang
- Department of Radiology Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, 510060, P. R. China
| |
Collapse
|
2
|
Xiang K, Zhang M, Yang B, Liu X, Wang Y, Liu H, Song Y, Yuan Y, Zhang L, Wen T, Zhang GW. TM-Score predicts immunotherapy efficacy and improves the performance of the machine learning prognostic model in gastric cancer. Int Immunopharmacol 2024; 134:112224. [PMID: 38723370 DOI: 10.1016/j.intimp.2024.112224] [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: 10/29/2023] [Revised: 04/13/2024] [Accepted: 05/05/2024] [Indexed: 06/03/2024]
Abstract
Immunotherapy is becoming increasingly important, but the overall response rate is relatively low in the treatment of gastric cancer (GC). The application of tumor mutational burden (TMB) in predicting immunotherapy efficacy in GC patients is limited and controversial, emphasizing the importance of optimizing TMB-based patient selection. By combining TMB and major histocompatibility complex (MHC) related hub genes, we established a novel TM-Score. This score showed superior performance for immunotherapeutic selection (AUC = 0.808) compared to TMB, MSI status, and EBV status. Additionally, it predicted the prognosis of GC patients. Subsequently, a machine learning model adjusted by the TM-Score further improved the accuracy of survival prediction (AUC > 0.8). Meanwhile, we found that GC patients with low TM-Score had a higher mutation frequency, higher expression of HLA genes and immune checkpoint genes, and higher infiltration of CD8+ T cells, CD4+ helper T cells, and M1 macrophages. This suggests that TM-Score is significantly associated with tumor immunogenicity and tumor immune environment. Notably, based on the RNA-seq and scRNA-seq, it was found that AKAP5, a key component gene of TM-Score, is involved in anti-tumor immunity by promoting the infiltration of CD4+ T cells, NK cells, and myeloid cells. Additionally, siAKAP5 significantly reduced MHC-II mRNA expression in the GC cell line. In addition, our immunohistochemistry assays confirmed a positive correlation between AKAP5 and human leukocyte antigen (HLA) expression. Furthermore, AKAP5 levels were higher in patients with longer survival and those who responded to immunotherapy in GC, indicating its potential value in predicting prognosis and immunotherapy outcomes. In conclusion, TM-Score, as an optimization of TMB, is a more precise biomarker for predicting the immunotherapy efficacy of the GC population. Additionally, AKAP5 shows promise as a therapeutic target for GC.
Collapse
Affiliation(s)
- Kanghui Xiang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Minghui Zhang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Bowen Yang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Xu Liu
- Department of Respiratory and Infectious Disease of Geriatrics, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yusi Wang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Hengxin Liu
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yujia Song
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Yonghui Yuan
- Liaoning Cancer Hospital & Institute, Clinical Research Center for Malignant Tumor of Liaoning Province, Cancer Hospital of China Medical University, Shenyang, China
| | - Lingyun Zhang
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China.
| | - Ti Wen
- Department of Medical Oncology, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Anticancer Drugs and Biotherapy of Liaoning Province, The First Hospital of China Medical University, Shenyang, Liaoning, China; Liaoning Province Clinical Research Center for Cancer, The First Hospital of China Medical University, Shenyang, Liaoning, China; Key Laboratory of Precision Diagnosis and Treatment of Gastrointestinal Tumors, Ministry of Education, The First Hospital of China Medical University, Shenyang, Liaoning, China.
| | - Guang-Wei Zhang
- Smart Hospital Management Department, The First Hospital of China Medical University, Shenyang, Liaoning, China.
| |
Collapse
|
3
|
Zhang Z, Sun G, Wang Y, Wang N, Lu Y, Chen Y, Xia F. Integrated Bioinformatics Analysis Revealed Immune Checkpoint Genes Relevant to Type 2 Diabetes. Diabetes Metab Syndr Obes 2024; 17:2385-2401. [PMID: 38881696 PMCID: PMC11179640 DOI: 10.2147/dmso.s458030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Accepted: 05/30/2024] [Indexed: 06/18/2024] Open
Abstract
Objective Chronic low-grade inflammation of the pancreatic islets is the characteristic of type 2 diabetes (T2D), and some of the immune checkpoints may play important roles in the pancreatic islet inflammation. Thus, we aim to explore the immune checkpoint genes (ICGs) associated with T2D, thereby revealing the role of ICGs in the pathogenesis of T2D based on bioinformatic analyses. Methods Differentially expressed genes (DEGs) and immune checkpoint genes (ICGs) of islets between T2D and control group were screened from datasets of the Gene Expression Omnibus (GEO). A risk model was built based on the coefficients of ICGs calculated by ridge regression. Functional enrichment analysis and immune cell infiltration estimation were conducted. Correlations between ICGs and hub genes, T2D-related disease genes, insulin secretion genes, and beta cell function-related genes were analyzed. Finally, we conducted RT-PCR to verify the expression of these ICGs. Results In total, pancreatic islets from 19 cases of T2D and 84 healthy subjects were included. We identified 458 DEGs. Six significantly upregulated ICGs (CD44, CD47, HAVCR2, SIRPA, TNFSF9, and VTCN1) in T2D were screened out. These ICGs were significantly correlated with several hub genes and T2D-related genes; furthermore, they were correlated with insulin secretion and β cell function-related genes. The analysis of immune infiltration showed that the concentrations of eosinophils, T cells CD4 naive, and T cells regulatory (Tregs) were significantly higher, but CD4 memory resting T cells and monocytes were lower in islets of T2D patients. The infiltrated immune cells in T2D pancreatic islet were associated with these six ICGs. Finally, the expression levels of four ICGs were confirmed by RT-PCR, and three ICGs were validated in another independent dataset. Conclusion In conclusion, the identified ICGs may play an important role in T2D. Identification of these differential genes may provide new clues for the diagnosis and treatment of T2D.
Collapse
Affiliation(s)
- Ziteng Zhang
- Institute and Department of Endocrinology and Metabolism, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Guoting Sun
- Institute and Department of Endocrinology and Metabolism, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Yuying Wang
- Institute and Department of Endocrinology and Metabolism, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Ningjian Wang
- Institute and Department of Endocrinology and Metabolism, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Yingli Lu
- Institute and Department of Endocrinology and Metabolism, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Yi Chen
- Institute and Department of Endocrinology and Metabolism, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Fangzhen Xia
- Institute and Department of Endocrinology and Metabolism, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| |
Collapse
|
4
|
Liao Q, Xiong J. YTHDF1 regulates immune cell infiltration in gastric cancer via interaction with p53. Exp Ther Med 2024; 27:255. [PMID: 38682111 PMCID: PMC11046265 DOI: 10.3892/etm.2024.12543] [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: 10/12/2023] [Accepted: 03/26/2024] [Indexed: 05/01/2024] Open
Abstract
The N6-methyladenosine reader YTH N6-methyladenosine RNA binding protein 1 (YTHDF1) has been assessed in several tumor types and holds significance in the tumor microenvironment (TME). Furthermore, p53, an important tumor suppressor, is closely associated with the TME. The present study evaluated the roles of YTHDF1 and p53 in regulating the TME in gastric cancer (GC). Genetic alterations in the YTH domain family were analyzed using the cBioPortal database. Expression of YTHDF1 in GC cells and tissues was assessed using the Tumor Immune Estimation Resource (TIMER), Gene Expression Profiling Interactive Analysis (GEPIA), University of Alabama at Birmingham Cancer data analysis portal and Tumor-Immune System Interactions and Drug Bank (TISIDB) databases, along with reverse-transcription-quantitative PCR and western blotting in GC. The prognostic value of multiple tumors was determined using Kaplan-Meier analysis. Correlation analyses were performed using the TIMER, TISIDB and GEPIA databases. Protein-protein interactions of YTHDF1 were predicted using GeneMANIA and HitPredict, and confirmed using co-immunoprecipitation. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses of the YTHDF1 functional network in GC were performed using LinkedOmics. Genetic alterations revealed that, among the YTH domain family members, YTHDF1 had the highest alteration in GC and was associated with a shorter survival. Additionally, YTHDF1 was significantly negatively associated with the level of CD8+ T cells, B cells, macrophages, dendritic cells (DCs) and neutrophils in GC. Furthermore, tumor associate macrophage-related and DC markers were significantly negatively correlated with YTHDF1 expression, whilst regulatory T cells and T cell exhaustion markers were significantly negatively associated with YTHDF1 expression. In addition, compared with that in p53-nonmutant GC cells, YTHDF1 expression was significantly higher in p53-mutated GC cells, indicating a potential association between YTHDF1 and p53. Analyses using the GeneMANIA and HitPredict databases, and co-immunoprecipitation, demonstrated that YTHDF1 interacted with p53. In conclusion, the findings of the present study indicate that YTHDF1 is associated with a poor prognosis and serves an important role in the TME of GC. We hypothesize, for the first time to the best of our knowledge, that YTHDF1 regulates immune cell infiltration by interacting with p53 in GC, which provides a promising direction for future research.
Collapse
Affiliation(s)
- Quan Liao
- Department of Oncology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
- Jiangxi Key Laboratory for Individualized Cancer Therapy, Nanchang, Jiangxi 330006, P.R. China
| | - Jianping Xiong
- Department of Oncology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
- Jiangxi Key Laboratory for Individualized Cancer Therapy, Nanchang, Jiangxi 330006, P.R. China
| |
Collapse
|
5
|
Zhu ZG, Wang Z, Wu Q, Miao DL, Jin YQ, Chen L. Identification of the CD8+ T-cell Related Signature for Predicting the Prognosis of Gastric Cancer Based on Integrated Analysis of Bulk and Single-cell RNA Sequencing Data. J Immunother 2024:00002371-990000000-00107. [PMID: 38809517 DOI: 10.1097/cji.0000000000000528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Accepted: 04/10/2024] [Indexed: 05/30/2024]
Abstract
The infiltration of CD8+ T cells in the tumor microenvironment is associated with better survival and immunotherapy response. However, their roles in gastric cancer have not been explored so far. In here, the profiles of GC gene expression were collected from The Cancer Genome Atlas database. Single-cell transcriptomic data originated from GSE134520. Cell clustering, annotation, and CD8+ T-cell differential genes were from the TISCH database. We determined 896 CD8+ T-cell differential genes by scRNA-seq analysis. After integrating immune-related genes, 174 overlapping genes were obtained and a novel risk model was subsequently built. The performance of CD8+ T-cell-associated gene signature was assessed in the training and external validation sets. The gene signature showed independent risk factors of overall survival for GC. A quantitative nomogram was built to enhance the clinical efficacy of this signature. Furthermore, low-risk individuals showed higher mutation status, higher immune checkpoint expression, low Tumour Immune Dysfunction and Exclusion (TIDE) scores, and higher IPS-PD-1 combined IPS-CTLA4 scores, indicating a greater response to immunotherapy. In addition, analysis of IMvigor210 immunotherapy cohort demonstrated that low-risk individuals had a favorable response to prognosis and immunotherapy. In conclusion, we generated a CD8+ T-cell-related signature that can serve as a promising tool for personalized prognosis prediction and guiding decisions regarding immunotherapy in GC patients.
Collapse
Affiliation(s)
- Zhi-Gang Zhu
- Department of Intervention and Vascular Surgery, Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, China
| | | | | | | | | | | |
Collapse
|
6
|
Wu Y, Zhu M, Sun B, Chen Y, Huang Y, Gai J, Li G, Li Y, Wan Y, Ma L. A humanized trivalent Nectin-4-targeting nanobody drug conjugate displays potent antitumor activity in gastric cancer. J Nanobiotechnology 2024; 22:256. [PMID: 38755613 PMCID: PMC11097425 DOI: 10.1186/s12951-024-02521-5] [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: 02/12/2024] [Accepted: 05/01/2024] [Indexed: 05/18/2024] Open
Abstract
BACKGROUND Gastric cancer represents a highly lethal malignancy with an elevated mortality rate among cancer patients, coupled with a suboptimal postoperative survival prognosis. Nectin-4, an overexpressed oncological target for various cancers, has been exploited to create antibody-drug conjugates (ADCs) to treat solid tumors. However, there is limited research on Nectin-4 ADCs specifically for gastric cancer, and conventional immunoglobulin G (IgG)-based ADCs frequently encounter binding site barriers. Based on the excellent tumor penetration capabilities inherent in nanobodies (Nbs), we developed Nectin-4-targeting Nb drug conjugates (NDCs) for the treatment of gastric cancer. RESULTS An immunized phage display library was established and employed for the selection of Nectin-4-specific Nbs using phage display technology. Subsequently, these Nbs were engineered into homodimers to enhance Nb affinity. To prolong in vivo half-life and reduce immunogenicity, we fused an Nb targeting human serum albumin (HSA), resulting in the development of trivalent humanized Nbs. Further, we site-specifically conjugated a monomethyl auristatin E (MMAE) at the C-terminus of the trivalent Nbs, creating Nectin-4 NDC (huNb26/Nb26-Nbh-MMAE) with a drug-to-antibody ratio (DAR) of 1. Nectin-4 NDC demonstrated excellent in vitro cell-binding activities and cytotoxic efficacy against cells with high Nectin-4 expression. Subsequent administration of Nectin-4 NDC to mice bearing NCI-N87 human gastric cancer xenografts demonstrated rapid tissue penetration and high tumor uptake through in vivo imaging. Moreover, Nectin-4 NDC exhibited noteworthy dose-dependent anti-tumor efficacy in in vivo studies. CONCLUSION We have engineered a Nectin-4 NDC with elevated affinity and effective tumor uptake, further establishing its potential as a therapeutic agent for gastric cancer.
Collapse
Affiliation(s)
- Yue Wu
- Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
| | - Min Zhu
- Shanghai Novamab Biopharmaceuticals Co., Ltd., Shanghai, China
| | - Baihe Sun
- Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
| | - Yongting Chen
- Graduate School of Xinxiang Medical University, Henan, China
| | - Yuping Huang
- Shanghai Novamab Biopharmaceuticals Co., Ltd., Shanghai, China
| | - Junwei Gai
- Shanghai Novamab Biopharmaceuticals Co., Ltd., Shanghai, China
| | - Guanghui Li
- Shanghai Novamab Biopharmaceuticals Co., Ltd., Shanghai, China
| | - Yanfei Li
- Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China.
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.
| | - Yakun Wan
- Shanghai Novamab Biopharmaceuticals Co., Ltd., Shanghai, China.
| | - Linlin Ma
- Shanghai University of Medicine & Health Sciences Affiliated Zhoupu Hospital, Shanghai, China.
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.
| |
Collapse
|
7
|
Zhang YQ, Li J, Qin Z, Li DM, Ye FZ, Bei SH, Zhang XH, Feng L. METTL5 promotes gastric cancer progression via sphingomyelin metabolism. World J Gastrointest Oncol 2024; 16:1925-1946. [PMID: 38764837 PMCID: PMC11099429 DOI: 10.4251/wjgo.v16.i5.1925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 01/09/2024] [Accepted: 02/19/2024] [Indexed: 05/09/2024] Open
Abstract
BACKGROUND The treatment of gastric cancer (GC) has caused an enormous social burden worldwide. Accumulating studies have reported that N6-methyladenosine (m6A) is closely related to tumor progression. METTL5 is a m6A methyltransferase that plays a pivotal role in maintaining the metabolic stability of cells. However, its aberrant regulation in GC has not been fully elucidated. AIM To excavate the role of METTL5 in the development of GC. METHODS METTL5 expression and clinicopathological characteristics were analyzed via The Cancer Genome Atlas dataset and further verified via immunohistochemistry, western blotting and real-time quantitative polymerase chain reaction in tissue microarrays and clinical samples. The tumor-promoting effect of METTL5 on HGC-27 and AGS cells was explored in vitro by Cell Counting Kit-8 assays, colony formation assays, scratch healing assays, transwell assays and flow cytometry. The tumor-promoting role of METTL5 in vivo was evaluated in a xenograft tumor model. The EpiQuik m6A RNA Methylation Quantification Kit was used for m6A quantification. Next, liquid chromatography-mass spectrometry was used to evaluate the association between METTL5 and sphingomyelin metabolism, which was confirmed by Enzyme-linked immunosorbent assay and rescue tests. In addition, we investigated whether METTL5 affects the sensitivity of GC cells to cisplatin via colony formation and transwell experiments. RESULTS Our research revealed substantial upregulation of METTL5, which suggested a poor prognosis of GC patients. Increased METTL5 expression indicated distant lymph node metastasis, advanced cancer stage and pathological grade. An increased level of METTL5 correlated with a high degree of m6A methylation. METTL5 markedly promotes the proliferation, migration, and invasion of GC cells in vitro. METTL5 also promotes the growth of GC in animal models. METTL5 knockdown resulted in significant changes in sphingomyelin metabolism, which implies that METTL5 may impact the development of GC via sphingomyelin metabolism. In addition, high METTL5 expression led to cisplatin resistance. CONCLUSION METTL5 was found to be an oncogenic driver of GC and may be a new target for therapy since it facilitates GC carcinogenesis through sphingomyelin metabolism and cisplatin resistance.
Collapse
Affiliation(s)
- Ya-Qiong Zhang
- Endoscopy Center, Minhang Hospital Affiliated to Fudan University, Shanghai 201100, China
| | - Jian Li
- Endoscopy Center, Minhang Hospital Affiliated to Fudan University, Shanghai 201100, China
| | - Zhe Qin
- Endoscopy Center, Minhang Hospital Affiliated to Fudan University, Shanghai 201100, China
| | - De-Ming Li
- Endoscopy Center, Minhang Hospital Affiliated to Fudan University, Shanghai 201100, China
| | - Fang-Zhou Ye
- Endoscopy Center, Minhang Hospital Affiliated to Fudan University, Shanghai 201100, China
| | - Song-Hua Bei
- Endoscopy Center, Minhang Hospital Affiliated to Fudan University, Shanghai 201100, China
| | - Xiao-Hong Zhang
- Endoscopy Center, Minhang Hospital Affiliated to Fudan University, Shanghai 201100, China
| | - Li Feng
- Endoscopy Center, Minhang Hospital Affiliated to Fudan University, Shanghai 201100, China
| |
Collapse
|
8
|
Xia X, Wu Y, Chen Z, Du D, Chen X, Zhang R, Yan J, Wong IN, Huang R. Colon cancer inhibitory properties of Caulerpa lentillifera polysaccharide and its molecular mechanisms based on three-dimensional cell culture model. Int J Biol Macromol 2024; 267:131574. [PMID: 38615857 DOI: 10.1016/j.ijbiomac.2024.131574] [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: 01/16/2024] [Revised: 04/07/2024] [Accepted: 04/10/2024] [Indexed: 04/16/2024]
Abstract
Caulerpa lentillifera is rich in polysaccharides, and its polysaccharides show a significant effect in different biological activities including anti-cancer activity. As an edible algae-derived polysaccharide, exploring the role of colon cancer can better develop the application from a dietary therapy perspective. However, more in-depth studies of C. lentillifera polysaccharide on anti-colon cancer activity and mechanism are needed. In this study, we found that Caulerpa lentillifera polysaccharides (CLP) showed potential anti-colon cancer effect on human colon cancer cell HT29 in monolayer (IC50 = 1.954 mg/mL) and spheroid (IC50 = 0.402 mg/mL). Transcriptomics and metabolomics analyses revealed that CLP had an inhibitory effect on HT29 3D spheroid cells by activating aminoacyl-tRNA biosynthesis as well as arginine and proline metabolism pathways. Furthermore, the anti-colon cancer effects of CLP were confirmed through other human colon cancer cell HCT116 and LoVo in monolayer cells (IC50 = 1.890 mg/mL and 1.437 mg/mL, respectively) and 3D spheroid cells (IC50 = 0.344 mg/mL and 0.975 mg/mL, respectively), and three patient-derived organoids with IC50 values of 6.333-8.780 mg/mL. This study provided basic data for the potential application of CLP in adjuvant therapeutic food for colon cancer on multiple levels, while further investigation of detailed mechanism in vivo was still required.
Collapse
Affiliation(s)
- Xuewei Xia
- Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Yulin Wu
- Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Zexin Chen
- Guangdong Research Center of Organoid Engineering and Technology, Guangzhou 510535, China; Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou 510515, China
| | - Danyi Du
- Department of Otolaryngology-Head and Neck Surgery, Nanfang Hospital, Guangzhou 510515, China
| | - Xiaodan Chen
- Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Rongxin Zhang
- Department of Colorectal Surgery, Sun Yat-sen University Cancer Centre, Guangzhou 510060, China; State Key Laboratory of Oncology in South China, Guangzhou 510060, China
| | - Jun Yan
- Department of General Surgery & Guangdong Provincial Key Laboratory of Precision Medicine for Gastrointestinal Tumor, Nanfang Hospital, The First School of Clinical Medicine, Southern Medical University, Guangzhou 510515, China; Department of Gastrointestinal Surgery, Shenzhen People's Hospital (The Second Clinical Medical College, Jinan University; The First Affiliated Hospital, Southern University of Science and Technology), Shenzhen 518020, Guangdong, China
| | - Io Nam Wong
- Faculty of Medicine, Macau University of Science and Technology, Macau 999078, China.
| | - Riming Huang
- Guangdong Provincial Key Laboratory of Food Quality and Safety, College of Food Science, South China Agricultural University, Guangzhou 510642, China.
| |
Collapse
|
9
|
Li Y, Ye X, Huang H, Cao R, Huang F, Chen L. Construction of a prognostic model based on memory CD4+ T cell-associated genes for lung adenocarcinoma and its applications in immunotherapy. CPT Pharmacometrics Syst Pharmacol 2024; 13:837-852. [PMID: 38594917 PMCID: PMC11098152 DOI: 10.1002/psp4.13122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 02/20/2024] [Accepted: 02/26/2024] [Indexed: 04/11/2024] Open
Abstract
The association between memory CD4+ T cells and cancer prognosis is increasingly recognized, but their impact on lung adenocarcinoma (LUAD) prognosis remains unclear. In this study, using the cell-type identification by estimating relative subsets of RNA transcripts algorithm, we analyzed immune cell composition and patient survival in LUAD. Weighted gene coexpression network analysis helped identify memory CD4+ T cell-associated gene modules. Combined with module genes, a five-gene LUAD prognostic risk model (HOXB7, MELTF, ABCC2, GNPNAT1, and LDHA) was constructed by regression analysis. The model was validated using the GSE31210 data set. The validation results demonstrated excellent predictive performance of the risk scoring model. Correlation analysis was conducted between the clinical information and risk scores of LUAD samples, revealing that LUAD patients with disease progression exhibited higher risk scores. Furthermore, univariate and multivariate regression analyses demonstrated the model independent prognostic capability. The constructed nomogram results demonstrated that the predictive performance of the nomogram was superior to the prognostic model and outperformed individual clinical factors. Immune landscape assessment was performed to compare different risk score groups. The results revealed a better prognosis in the low-risk group with higher immune infiltration. The low-risk group also showed potential benefits from immunotherapy. Our study proposes a memory CD4+ T cell-associated gene risk model as a reliable prognostic biomarker for personalized treatment in LUAD patients.
Collapse
Affiliation(s)
- Yong Li
- Pulmonary and Critical Care MedicineFujian Medical University Union HospitalFuzhouChina
| | - Xiangli Ye
- Pulmonary and Critical Care MedicineFujian Medical University Union HospitalFuzhouChina
| | - Huiqin Huang
- Fujian Provincial Key Laboratory of Medical TestingFujian Academy of Medical SciencesFuzhouChina
| | - Rongxiang Cao
- Pulmonary and Critical Care MedicineFujian Medical University Union HospitalFuzhouChina
| | - Feijian Huang
- Pulmonary and Critical Care MedicineFujian Medical University Union HospitalFuzhouChina
| | - Limin Chen
- Pulmonary and Critical Care MedicineFujian Medical University Union HospitalFuzhouChina
| |
Collapse
|
10
|
Zhang Y, Liang Y. Fabrication of folic acid-modified bovine serum albumin cloaked dual-drug loaded hollow mesoporous silica nanoparticles for pH-responsive and targeted delivery of gastric cancer therapy. Heliyon 2024; 10:e29274. [PMID: 38699737 PMCID: PMC11063411 DOI: 10.1016/j.heliyon.2024.e29274] [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: 01/20/2024] [Revised: 04/03/2024] [Accepted: 04/03/2024] [Indexed: 05/05/2024] Open
Abstract
Combination therapy is a highly successful way to address the limitations of using a single treatment method and improve therapy's overall efficacy. In this study, we developed a unique hollow mesoporous silica nanoparticle (HMSN) coated with folic acid (FA)-modified bovine serum albumin (FA-BSA). This nanoparticle, referred to as HFB, was designed to target cancer cells and release dual therapeutic drugs, Indocyanine green (ICG) and Paclitaxel (PTX), in response to specific stimuli termed as HFB@IP. The BSA protein acts as a "gatekeeper" to prevent early drug releases and cargo leakage by detaching from BSA in reaction to GSH. The FA facilitates the targeted transport of the drug into cancer cells that express folate receptors (FR), enhancing the effectiveness of chemo-photodynamic treatment (PDT). The drug nanocarrier demonstrated in vitro pH/redox-triggered drug release from HFB@IP due to breaking the imine bonds between aldehyde-functionalized HMSN (CHO-HMSN) and FA-BSA with the disulfide bond inside BSA. In addition, various biological assessments, including cell uptake experiments, demonstrated that HFB@IP effectively targets SGC-7901 cells and induces apoptosis in vitro. Further, it exhibits remarkable efficiency in synergistically killing cancer cells through chemo-photodynamic therapy, as indicated by a combination index (CI) of 0.328. The results showed that combining HMSN with biodegradable stimuli-responsive BSA molecules could offer a promising approach for precise chemo-photodynamic therapy in treating gastric cancer, allowing for the controlled release of drugs as necessary.
Collapse
Affiliation(s)
- Yuanwei Zhang
- Shengzhou Branch of Zhejiang University First Hospital, Shengzhou People's Hospital, Shengzhou, 312400, China
| | - Yuanxiao Liang
- Xinchang County People's Hospital, Xinchang, 312500, China
| |
Collapse
|
11
|
Song Y, Lei L, Cai X, Wei H, Yu CY. Immunomodulatory Peptides for Tumor Treatment. Adv Healthc Mater 2024:e2400512. [PMID: 38657003 DOI: 10.1002/adhm.202400512] [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: 02/08/2024] [Revised: 04/07/2024] [Indexed: 04/26/2024]
Abstract
Peptides exhibit various biological activities, including biorecognition, cell targeting, and tumor penetration, and can stimulate immune cells to elicit immune responses for tumor immunotherapy. Peptide self-assemblies and peptide-functionalized nanocarriers can reduce the effect of various biological barriers and the degradation by peptidases, enhancing the efficiency of peptide delivery and improving antitumor immune responses. To date, the design and development of peptides with various functionalities have been extensively reviewed for enhanced chemotherapy; however, peptide-mediated tumor immunotherapy using peptides acting on different immune cells, to the knowledge, has not yet been summarized. Thus, this work provides a review of this emerging subject of research, focusing on immunomodulatory anticancer peptides. This review introduces the role of peptides in the immunomodulation of innate and adaptive immune cells, followed by a link between peptides in the innate and adaptive immune systems. The peptides are discussed in detail, following a classification according to their effects on different innate and adaptive immune cells, as well as immune checkpoints. Subsequently, two delivery strategies for peptides as drugs are presented: peptide self-assemblies and peptide-functionalized nanocarriers. The concluding remarks regarding the challenges and potential solutions of peptides for tumor immunotherapy are presented.
Collapse
Affiliation(s)
- Yang Song
- Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, 421001, China
| | - Longtianyang Lei
- Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, 421001, China
| | - Xingyu Cai
- Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, 421001, China
| | - Hua Wei
- Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, 421001, China
| | - Cui-Yun Yu
- Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, 421001, China
- Affiliated Hospital of Hunan Academy of Chinese Medicine, Hunan Academy of Chinese Medicine, Changsha, 410013, China
| |
Collapse
|
12
|
Fang J, Zhang H, Zhang X, Lu X, Liu J, Li H, Huang J. Akkermansia muciniphila improves gastric cancer treatment by modulating the immune microenvironment. Future Microbiol 2024; 19:481-494. [PMID: 38629914 PMCID: PMC11216265 DOI: 10.2217/fmb-2023-0210] [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: 09/20/2023] [Accepted: 11/28/2023] [Indexed: 06/27/2024] Open
Abstract
Background: Gut microbiota is pivotal in tumor occurrence and development, and there is a close relationship between Akkermansia muciniphila (AKK) and cancer immunotherapy. Methods: The effects of AKK and its outer membrane proteins on gastric cancer (GC) were evaluated in vitro and in vivo using cell counting kit-8 assay, flow cytometry, western blotting, ELISA, immunohistochemistry and immunofluorescence. Results: AKK outer membrane protein facilitated apoptosis of GC cells and exerted an immunostimulatory effect (by promoting M1 polarization of macrophages, enhancing expression of cytotoxic T-lymphocyte-related cytokines and suppressing that of Treg-related cytokines). Additionally, AKK and its formulation could inhibit tumor growth of GC and enhance the infiltration of immune cells in tumor tissues. Conclusion: AKK could improve GC treatment by modulating the immune microenvironment.
Collapse
Affiliation(s)
- Jianming Fang
- Department of Hepatobiliary Pancreatic Surgery, GuangFu Oncology Hospital, Jinhua, 321000, China
| | - Huizhong Zhang
- Department of Hepatobiliary Pancreatic Surgery, GuangFu Oncology Hospital, Jinhua, 321000, China
| | - Xiaodong Zhang
- Department of Hepatobiliary Pancreatic Surgery, GuangFu Oncology Hospital, Jinhua, 321000, China
| | - Xiaolong Lu
- Department of Hepatobiliary Pancreatic Surgery, GuangFu Oncology Hospital, Jinhua, 321000, China
| | - Junjie Liu
- Department of Hepatobiliary Pancreatic Surgery, GuangFu Oncology Hospital, Jinhua, 321000, China
| | - Haiyang Li
- Department of Hepatobiliary Pancreatic Surgery, GuangFu Oncology Hospital, Jinhua, 321000, China
| | - Jianxin Huang
- Department of Hepatobiliary Pancreatic Surgery, GuangFu Oncology Hospital, Jinhua, 321000, China
| |
Collapse
|
13
|
He XX, Du B, Wu T, Shen H. Prognostic analysis of related factors of adverse reactions to immunotherapy in advanced gastric cancer and establishment of a nomogram model. World J Gastrointest Oncol 2024; 16:1268-1280. [PMID: 38660670 PMCID: PMC11037037 DOI: 10.4251/wjgo.v16.i4.1268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 01/10/2024] [Accepted: 03/04/2024] [Indexed: 04/10/2024] Open
Abstract
BACKGROUND Immunotherapy for advanced gastric cancer has attracted widespread attention in recent years. However, the adverse reactions of immunotherapy and its relationship with patient prognosis still need further study. In order to determine the association between adverse reaction factors and prognosis, the aim of this study was to conduct a systematic prognostic analysis. By comprehensively evaluating the clinical data of patients with advanced gastric cancer treated by immunotherapy, a nomogram model will be established to predict the survival status of patients more accurately. AIM To explore the characteristics and predictors of immune-related adverse reactions (irAEs) in advanced gastric cancer patients receiving immunotherapy with programmed death protein-1 (PD-1) inhibitors and to analyze the correlation between irAEs and patient prognosis. METHODS A total of 140 patients with advanced gastric cancer who were treated with PD-1 inhibitors in our hospital from June 2021 to October 2023 were selected. Patients were divided into the irAEs group and the non-irAEs group according to whether or not irAEs occurred. Clinical features, manifestations, and prognosis of irAEs in the two groups were collected and analyzed. A multivariate logistic regression model was used to analyze the related factors affecting the occurrence of irAEs, and the prediction model of irAEs was established. The receiver operating characteristic (ROC) curve was used to evaluate the ability of different indicators to predict irAEs. A Kaplan-Meier survival curve was used to analyze the correlation between irAEs and prognosis. The Cox proportional risk model was used to analyze the related factors affecting the prognosis of patients. RESULTS A total of 132 patients were followed up, of whom 63 (47.7%) developed irAEs. We looked at the two groups' clinical features and found that the two groups were statistically different in age ≥ 65 years, Ki-67 index, white blood cell count, neutrophil count, and regulatory T cell (Treg) count (all P < 0.05). Multivariate logistic regression analysis showed that Treg count was a protective factor affecting irAEs occurrence (P = 0.030). The ROC curve indicated that Treg + Ki-67 + age (≥ 65 years) combined could predict irAEs well (area under the curve = 0.753, 95% confidence interval: 0.623-0.848, P = 0.001). Results of the Kaplan-Meier survival curve showed that progression-free survival (PFS) was longer in the irAEs group than in the non-irAEs group (P = 0.001). Cox proportional hazard regression analysis suggested that the occurrence of irAEs was an independent factor for PFS (P = 0.006). CONCLUSION The number of Treg cells is a separate factor that affects irAEs in advanced gastric cancer patients receiving PD-1 inhibitor immunotherapy. irAEs can affect the patients' PFS and result in longer PFS. Treg + Ki-67 + age (≥ 65 years old) combined can better predict the occurrence of adverse reactions.
Collapse
Affiliation(s)
- Xu-Xu He
- Department of Surgery, Fudan University Affiliated Zhongshan Hospital (Qingpu Branch), Shanghai 201700, China
| | - Bang Du
- Department of Surgery, Anhui Provincial Red Cross Society Hospital, Hefei 230031, Anhui Province, China
| | - Tao Wu
- Department of General Surgery, West China Hospital of Sichuan University, Chengdu 610044, Sichuan Province, China
| | - Hao Shen
- Department of Surgery, Anhui Provincial Red Cross Society Hospital, Hefei 230031, Anhui Province, China
| |
Collapse
|
14
|
Zhan PC, Yang S, Liu X, Zhang YY, Wang R, Wang JX, Qiu QY, Gao Y, Lv DB, Li LM, Luo CL, Hu ZW, Li Z, Lyu PJ, Liang P, Gao JB. A radiomics signature derived from CT imaging to predict MSI status and immunotherapy outcomes in gastric cancer: a multi-cohort study. BMC Cancer 2024; 24:404. [PMID: 38561648 PMCID: PMC10985890 DOI: 10.1186/s12885-024-12174-0] [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: 09/16/2023] [Accepted: 03/22/2024] [Indexed: 04/04/2024] Open
Abstract
BACKGROUND Accurate microsatellite instability (MSI) testing is essential for identifying gastric cancer (GC) patients eligible for immunotherapy. We aimed to develop and validate a CT-based radiomics signature to predict MSI and immunotherapy outcomes in GC. METHODS This retrospective multicohort study included a total of 457 GC patients from two independent medical centers in China and The Cancer Imaging Archive (TCIA) databases. The primary cohort (n = 201, center 1, 2017-2022), was used for signature development via Least Absolute Shrinkage and Selection Operator (LASSO) and logistic regression analysis. Two independent immunotherapy cohorts, one from center 1 (n = 184, 2018-2021) and another from center 2 (n = 43, 2020-2021), were utilized to assess the signature's association with immunotherapy response and survival. Diagnostic efficiency was evaluated using the area under the receiver operating characteristic curve (AUC), and survival outcomes were analyzed via the Kaplan-Meier method. The TCIA cohort (n = 29) was included to evaluate the immune infiltration landscape of the radiomics signature subgroups using both CT images and mRNA sequencing data. RESULTS Nine radiomics features were identified for signature development, exhibiting excellent discriminative performance in both the training (AUC: 0.851, 95%CI: 0.782, 0.919) and validation cohorts (AUC: 0.816, 95%CI: 0.706, 0.926). The radscore, calculated using the signature, demonstrated strong predictive abilities for objective response in immunotherapy cohorts (AUC: 0.734, 95%CI: 0.662, 0.806; AUC: 0.724, 95%CI: 0.572, 0.877). Additionally, the radscore showed a significant association with PFS and OS, with GC patients with a low radscore experiencing a significant survival benefit from immunotherapy. Immune infiltration analysis revealed significantly higher levels of CD8 + T cells, activated CD4 + B cells, and TNFRSF18 expression in the low radscore group, while the high radscore group exhibited higher levels of T cells regulatory and HHLA2 expression. CONCLUSION This study developed a robust radiomics signature with the potential to serve as a non-invasive biomarker for GC's MSI status and immunotherapy response, demonstrating notable links to post-immunotherapy PFS and OS. Additionally, distinct immune profiles were observed between low and high radscore groups, highlighting their potential clinical implications.
Collapse
Affiliation(s)
- Peng-Chao Zhan
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China
| | - Shuo Yang
- Department of Radiology, The Second Hospital, Cheello College of Medicine, Shandong University, 250033, Jinan, PR China
| | - Xing Liu
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China
| | - Yu-Yuan Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, 450052, Zhengzhou, Henan, PR China
| | - Rui Wang
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China
| | - Jia-Xing Wang
- Department of Interventional Medicine, The Second Hospital, Cheello College of Medicine, Shandong University, 250033, Jinan, Shandong, PR China
| | - Qing-Ya Qiu
- Zhengzhou University Medical College, 450052, Zhengzhou, Henan, PR China
| | - Yu Gao
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China
| | - Dong-Bo Lv
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China
| | - Li-Ming Li
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China
| | - Cheng-Long Luo
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China
| | - Zhi-Wei Hu
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China
| | - Zhen Li
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, 450052, Zhengzhou, Henan, PR China
| | - Pei-Jie Lyu
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China
| | - Pan Liang
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China
| | - Jian-Bo Gao
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Road, 450052, Zhengzhou, Henan, PR China.
| |
Collapse
|
15
|
Deng Y, Sun Y, Wu S, Zhang T, Yang J, Liu K. Differential genetic mutations and immune cell infiltration in high- and low-risk STAD: Implications for prognosis and immunotherapy efficacy. J Cell Mol Med 2024; 28:e18174. [PMID: 38494839 PMCID: PMC10945082 DOI: 10.1111/jcmm.18174] [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: 12/12/2023] [Revised: 01/16/2024] [Accepted: 01/31/2024] [Indexed: 03/19/2024] Open
Abstract
This study investigates genetic mutations and immune cell dynamics in stomach adenocarcinoma (STAD), focusing on identifying prognostic markers and therapeutic targets. Analysis of TCGA-STAD samples revealed C > A as the most common single nucleotide variant (SNV) in both high and low-risk groups. Key mutated driver genes included TTN, TP53 and MUC16, with frame-shift mutations more prevalent in the low-risk group and missense mutations in the high-risk group. Interaction analysis of hub genes such as C1QA and CD68 showed significant correlations, impacting immune cell infiltration patterns. Using ssGSEA, we found higher immune cell infiltration (B cells, CD4+ T cells, CD8+ T cells, DC cells, NK cells) in the high-risk group, correlated with increased risk scores. xCell algorithm results indicated distinct immune infiltration levels between the groups. The study's risk scoring model proved effective in prognosis prediction and immunotherapy efficacy assessment. Key molecules like CD28, CD27 and SLAMF7 correlated significantly with risk scores, suggesting potential targets for high-risk STAD patients. Drug sensitivity analysis showed a negative correlation between risk scores and sensitivity to certain treatments, indicating potential therapeutic options for high-risk STAD patients. We also validated the carcinogenic role of RPL14 in gastric cancer through phenotypic experiments, demonstrating its influence on cancer cell proliferation, invasion and migration. Overall, this research provides crucial insights into the genetic and immune aspects of STAD, highlighting the importance of a risk scoring model for personalized treatment strategies and clinical decision-making in gastric cancer management.
Collapse
Affiliation(s)
- Yin‐yong Deng
- Department of General Surgery, West China HospitalSichuan UniversityChengduChina
- Colorectal Cancer Center, West China HospitalSichuan UniversityChengduChina
| | - Yan Sun
- Department of West China School of MedicineSichuan UniversityChengduChina
| | - Si‐jia Wu
- Department of West China School of MedicineSichuan UniversityChengduChina
| | - Tian‐ying Zhang
- Department of West China School of MedicineSichuan UniversityChengduChina
| | - Jie Yang
- Department of General Surgery, West China HospitalSichuan UniversityChengduChina
- Colorectal Cancer Center, West China HospitalSichuan UniversityChengduChina
| | - Kai Liu
- Department of General Surgery, West China HospitalSichuan UniversityChengduChina
- Department of General Surgery and Gastric Cancer Center, West China HospitalSichuan UniversityChengduChina
| |
Collapse
|
16
|
Liu J, Yuan Q, Guo H, Guan H, Hong Z, Shang D. Deciphering drug resistance in gastric cancer: Potential mechanisms and future perspectives. Biomed Pharmacother 2024; 173:116310. [PMID: 38394851 DOI: 10.1016/j.biopha.2024.116310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 02/07/2024] [Accepted: 02/17/2024] [Indexed: 02/25/2024] Open
Abstract
Gastric cancer (GC) is a malignant tumor that originates from the epithelium of the gastric mucosa. The latest global cancer statistics show that GC ranks fifth in incidence and fourth in mortality among all cancers, posing a serious threat to public health. While early-stage GC is primarily treated through surgery, chemotherapy is the frontline option for advanced cases. Currently, commonly used chemotherapy regimens include FOLFOX (oxaliplatin + leucovorin + 5-fluorouracil) and XELOX (oxaliplatin + capecitabine). However, with the widespread use of chemotherapy, an increasing number of cases of drug resistance have emerged. This article primarily explores the potential mechanisms of chemotherapy resistance in GC patients from five perspectives: cell death, tumor microenvironment, non-coding RNA, epigenetics, and epithelial-mesenchymal transition. Additionally, it proposes feasibility strategies to overcome drug resistance from four angles: cancer stem cells, tumor microenvironment, natural products, and combined therapy. The hope is that this article will provide guidance for researchers in the field and bring hope to more GC patients.
Collapse
Affiliation(s)
- Jiahua Liu
- First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Qihang Yuan
- First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Hui Guo
- First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Hewen Guan
- First Affiliated Hospital of Dalian Medical University, Dalian, China.
| | - Zhijun Hong
- First Affiliated Hospital of Dalian Medical University, Dalian, China.
| | - Dong Shang
- First Affiliated Hospital of Dalian Medical University, Dalian, China.
| |
Collapse
|
17
|
Wu M, Xu X, Yang C, An Q, Zhang J, Zhao Z, Feng Y, Liang W, Fu Y, Zhang G, Jiang T. Regulator of G protein signaling 1 is a potential target in gastric cancer and impacts tumor-associated macrophages. Cancer Sci 2024; 115:1085-1101. [PMID: 38287908 PMCID: PMC11006993 DOI: 10.1111/cas.16083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 01/03/2024] [Accepted: 01/09/2024] [Indexed: 01/31/2024] Open
Abstract
Regulator of G protein signaling 1 (RGS1) is closely associated with the tumor immune microenvironment and is highly expressed in various tumors and immune cells. The specific effects of RGS1 in the dynamic progression from chronic gastritis to gastric cancer have not been reported, and the role of tumor-associated macrophages (TAMs) is also unclear. In the present study, RGS1 was identified as an upregulated gene in different pathological stages ranging from chronic gastritis to gastric cancer by using Gene Expression Omnibus (GEO) screening together with pancancer analysis of The Cancer Genome Atlas and clinical prognostic analysis. The results indicated that RGS1 is highly expressed in gastric cancer and has potential prognostic value. We confirmed through in vivo experiments that RGS1 inhibited the proliferation of gastric cancer cells and promoted apoptosis, which was further corroborated by in vitro experiments. Additionally, RGS1 influenced cell migration and invasion. In our subsequent investigation of RGS1, we discovered its role in the immune response. Through analyses of single-cell and GEO database data, we confirmed its involvement in immune cell regulation, specifically TAM activation. Subsequently, we conducted in vivo and in vitro experiments to confirm the involvement of RGS1 in polarizing M1 macrophages while indirectly regulating M2 macrophages through tumor cells. In conclusion, RGS1 could be a potential target for the transformation of chronic gastritis into gastric cancer and has a measurable impact on TAMs, which warrants further in-depth research.
Collapse
Affiliation(s)
- Mengting Wu
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| | - Xuefei Xu
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| | - Chuqi Yang
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| | - Qingwen An
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| | - Jingcheng Zhang
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| | - Zhengqi Zhao
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| | - Yewen Feng
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| | - Weiyu Liang
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| | - Yufei Fu
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| | - Guangji Zhang
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| | - Tao Jiang
- School of Basic Medical SciencesZhejiang Chinese Medical UniversityHangzhouChina
- Key Labortory of Blood‐Stasis‐Toxin Syndrome of Zhejiang ProvinceHangzhouChina
- Traditional Chinese Medicine "Preventing Disease" Wisdom Health Project Research Center of ZhejiangHangzhouChina
| |
Collapse
|
18
|
Zhang J, Li Y, Chen J, Huang T, Lin J, Pi Y, Hao H, Wang D, Liang X, Fu S, Yu J. TOB1 modulates neutrophil phenotypes to influence gastric cancer progression and immunotherapy efficacy. Front Immunol 2024; 15:1369087. [PMID: 38617839 PMCID: PMC11010640 DOI: 10.3389/fimmu.2024.1369087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 03/15/2024] [Indexed: 04/16/2024] Open
Abstract
Introduction The ErbB-2.1(TOB1) signaling transducer protein is a tumor-suppressive protein that actively suppresses the malignant phenotype of gastric cancer cells. Yet, TOB1 negatively regulates the activation and growth of different immune cells. Understanding the expression and role of TOB1 in the gastric cancer immune environment is crucial to maximize its potential in targeted immunotherapy. Methods This study employed multiplex immunofluorescence analysis to precisely delineate and quantify the expression of TOB1 in immune cells within gastric cancer tissue microarrays. Univariate and multivariate Cox analyses were performed to assess the influence of clinical-pathological parameters, immune cells, TOB1, and double-positive cells on the prognosis of gastric cancer patients. Subsequent experiments included co-culture assays of si-TOB1-transfected neutrophils with AGS or HGC-27 cells, along with EdU, invasion, migration assays, and bioinformatics analyses, aimed at elucidating the mechanisms through which TOB1 in neutrophils impacts the prognosis of gastric cancer patients. Results We remarkably revealed that TOB1 exhibits varying expression levels in both the nucleus (nTOB1) and cytoplasm (cTOB1) of diverse immune cell populations, including CD8+ T cells, CD66b+ neutrophils, FOXP3+ Tregs, CD20+ B cells, CD4+ T cells, and CD68+ macrophages within gastric cancer and paracancerous tissues. Significantly, TOB1 was notably concentrated in CD66b+ neutrophils. Survival analysis showed that a higher density of cTOB1/nTOB1+CD66b+ neutrophils was linked to a better prognosis. Subsequent experiments revealed that, following stimulation with the supernatant of tumor tissue culture, the levels of TOB1 protein and mRNA in neutrophils decreased, accompanied by enhanced apoptosis. HL-60 cells were successfully induced to neutrophil-like cells by DMSO. Neutrophils-like cells with attenuated TOB1 gene expression by si-TOB1 demonstrated heightened apoptosis, consequently fostering a malignant phenotype in AGS and HCG-27 cells upon co-cultivation. The subsequent analysis of the datasets from TCGA and TIMER2 revealed that patients with high levels of TOB1 combined neutrophils showed better immunotherapy response. Discussion This study significantly advances our comprehension of TOB1's role within the immune microenvironment of gastric cancer, offering promising therapeutic targets for immunotherapy in this context.
Collapse
Affiliation(s)
- Jinfeng Zhang
- Scientific Research Center, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Yunlong Li
- Department of General Surgery, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Jing Chen
- Department of Gastroenterology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Tongtong Huang
- Scientific Research Center, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Jing Lin
- Scientific Research Center, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Yilin Pi
- Department of Gastroenterology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Huiting Hao
- Department of Clinical Laboratory, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China
| | - Dong Wang
- Scientific Research Center, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Xiao Liang
- Key Laboratory of Preservation of Human Genetic Resources and Disease Control in China, Harbin Medical University, Ministry of Education, Harbin, China
| | - Songbin Fu
- Key Laboratory of Preservation of Human Genetic Resources and Disease Control in China, Harbin Medical University, Ministry of Education, Harbin, China
| | - Jingcui Yu
- Scientific Research Center, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
- Key Laboratory of Preservation of Human Genetic Resources and Disease Control in China, Harbin Medical University, Ministry of Education, Harbin, China
| |
Collapse
|
19
|
Peng H, Wu X, Zhang C, Liang Y, Cheng S, Zhang H, Shen L, Chen Y. Analyzing the associations between tertiary lymphoid structures and postoperative prognosis, along with immunotherapy response in gastric cancer: findings from pooled cohort studies. J Cancer Res Clin Oncol 2024; 150:153. [PMID: 38519621 PMCID: PMC10959798 DOI: 10.1007/s00432-024-05672-y] [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: 12/01/2023] [Accepted: 02/27/2024] [Indexed: 03/25/2024]
Abstract
BACKGROUND The clinical significance of tertiary lymphoid structure (TLS) in gastric cancer (GC) was uncertain. METHODS A systematic search was performed in public databases for eligible studies as of April 2, 2023. Meta-analyses were performed to interrogate the associations between TLS levels and prognosis and immunotherapy response of GC. Bioinformatic analyses based on the nine-gene signature of TLS were further conducted to capture the biological underpinnings. RESULTS Eleven studies containing 4224 GC cases were enrolled in the meta-analysis. TLS levels positively correlated with smaller tumor size, earlier T stage and N stage. Moreover, higher TLS levels were detected in diffuse and mix subtypes of GC (P < 0.001). Higher TLS levels strongly predicted favorable postoperative overall survival of GC, with HR of 0.36 (95%CI 0.26-0.50, P < 0.001) and 0.55 (95%CI 0.45-0.68, P < 0.001) of univariate and multivariate Cox analysis, respectively. Higher TLS levels were also in favor of the treatment response of anti-PD-1 inhibitors as later-line therapy of GC. TLS levels positively correlated with immune effector cells infiltration, diversity and richness of T cell receptor and B cell receptor repertoire, immune checkpoint genes expression, and immune-related genes mutation of GC in the TCGA-STAD cohort, representing higher immunogenicity and immunoactivity. Moreover, moderate accuracy of TLS levels in predicting benefit from anti-PD-1 inhibitors in the PRJEB25780 cohort was also validated (AUC 0.758, 95%CI 0.583-0.933), higher than the microsatellite instability-score and Epstein-Barr virus status. CONCLUSIONS TLS levels demonstrated potential in predicting the postoperative prognosis and immunotherapy response of GC.
Collapse
Affiliation(s)
- Haoxin Peng
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Xiangrong Wu
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Cheng Zhang
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
| | - Yueting Liang
- Department of Radiation Oncology, Peking University Cancer Hospital & Institute, Beijing, 100142, China
| | - Siyuan Cheng
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
- Department of Tumor Chemotherapy and Radiation Sickness, Peking University Third Hospital, Beijing, China
| | - Honglang Zhang
- Department of Clinical Medicine, Nanshan School, Guangzhou Medical University, Jingxiu Road, Panyu District, Guangzhou, China
| | - Lin Shen
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China
- Department of Gastrointestinal Oncology, State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers, Beijing Key Laboratory of Carcinogenesis and Translational Research, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yang Chen
- Department of Gastrointestinal Oncology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Peking University Cancer Hospital & Institute, Beijing, China.
| |
Collapse
|
20
|
Zhu Y, Zhou M, Li C, Kong W, Hu Y. Gastric cancer with brain metastasis: from molecular characteristics and treatment. Front Oncol 2024; 14:1310325. [PMID: 38577333 PMCID: PMC10991736 DOI: 10.3389/fonc.2024.1310325] [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: 10/11/2023] [Accepted: 03/12/2024] [Indexed: 04/06/2024] Open
Abstract
Gastric cancer is one of the cancers with increasing incidence and ranks fourth globally among the most frequent causes of cancer-related mortality. Early gastric cancer is often asymptomatic or presents with atypical symptoms, and the majority of patients present with advanced disease upon diagnosis. Brain metastases are present in approximately 1% of gastric cancer patients at the time of diagnosis, which significantly contributed to the overall mortality of the disease worldwide. Conventional therapies for patients with brain metastases remain limited and the median overall survival of patients is only 8 months in advanced cases. Recent studies have improved our understanding of the molecular mechanisms underlying gastric cancer brain metastases, and immunotherapy has become an important treatment option in combination with radiotherapy, chemotherapy, targeted therapy and surgery. This review aims to provide insight into the cellular processes involved in gastric cancer brain metastases, discuss diagnostic approaches, evaluate the integration of immune checkpoint inhibitors into treatment and prognosis, and explore the predictive value of biomarkers in immunotherapy.
Collapse
Affiliation(s)
- Yingze Zhu
- Department of Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Miao Zhou
- Department of Oncology, Tang Shan Central Hospital, Tangshan, China
| | - Congling Li
- School of Clinical Medicine, Affiliated Hospital, North China University of Science and Technology, Tangshan, China
| | - Wenyue Kong
- School of Clinical Medicine, Affiliated Hospital, North China University of Science and Technology, Tangshan, China
| | - Yuning Hu
- School of Clinical Medicine, Affiliated Hospital, North China University of Science and Technology, Tangshan, China
| |
Collapse
|
21
|
Zhu Y, Zhang X, Chen Y, Liu Q, Yang J, Fan X, Song H, Cheng Z, Liu S. Ezrin's role in gastric cancer progression: Implications for immune microenvironment modulation and therapeutic potential. Heliyon 2024; 10:e27155. [PMID: 38449647 PMCID: PMC10915575 DOI: 10.1016/j.heliyon.2024.e27155] [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: 11/27/2023] [Revised: 02/15/2024] [Accepted: 02/26/2024] [Indexed: 03/08/2024] Open
Abstract
At present, surgical resection is the most effective method for the treatment of gastric cancer. However, death caused by inoperable metastasis is still very common, despite research in this area. The mechanisms underlying the occurrence, development, and metastasis of gastric cancer are not fully understood. Ezrin, a plasma membrane-microfilament junction participates in a variety of cellular activities and is closely related to tumorigenesis and development. Few studies have explored the relationship between the tumor immune microenvironment and ezrin expression in gastric cancer. In this study, we used proteomic techniques to analyze the differentially expressed proteins between the gastric cancer cell lines MKN-45 and HGC-27 and screened ezrin as the target protein. We collected patient information from The TCGA and GEO databases, and the results showed that ezrin was positively correlated with adverse clinical features. We further explored the relationship between ezrin expression levels, immune microenvironment, and genomic changes. We found that ezrin was involved in immune regulation and genomic instability in gastric cancer. When the expression of ezrin is high, immune cell infiltration also increases. We also predicted that ezrin is closely related to immunotherapy and chemosensitivity. Single-cell transcriptome data showed that the ezrin gene was mainly expressed in B cells and epithelial cells, and the expression of EZR in these epithelial cells was positively correlated with the epithelial-mesenchymal transformation pathway and Pi3k-AKT pathway score. Through functional verification of the stably transfected cell line constructed by lentivirus, the results of the liver metastasis model in nude mice suggested that high expression of ezrin leads to the formation of more metastatic foci. In summary, our results clarify the prognostic, immunological, and therapeutic value of ezrin in gastric cancer and provide a theoretical basis for more accurate treatment.
Collapse
Affiliation(s)
- Yanli Zhu
- Jiamusi University School of Basic Medicine, Jiamusi 154007, China
- Key Laboratory of Microecology-immune Regulatory Network and Related Diseases, Jiamusi 154007, China
- Digestive Disease Center, The First Affiliated Hospital of Jiamusi University, Heilongjiang Province, Jiamusi 154000, China
| | - Xue Zhang
- Jiamusi University School of Basic Medicine, Jiamusi 154007, China
- Key Laboratory of Microecology-immune Regulatory Network and Related Diseases, Jiamusi 154007, China
| | - Yi Chen
- Jiamusi University School of Basic Medicine, Jiamusi 154007, China
| | - Qianli Liu
- Jiamusi University School of Basic Medicine, Jiamusi 154007, China
| | - Jin Yang
- Jiamusi University School of Basic Medicine, Jiamusi 154007, China
- Key Laboratory of Microecology-immune Regulatory Network and Related Diseases, Jiamusi 154007, China
| | - Xiaoxiao Fan
- Jiamusi University School of Basic Medicine, Jiamusi 154007, China
- Key Laboratory of Microecology-immune Regulatory Network and Related Diseases, Jiamusi 154007, China
| | - Hanjun Song
- Jiamusi University School of Basic Medicine, Jiamusi 154007, China
- Key Laboratory of Microecology-immune Regulatory Network and Related Diseases, Jiamusi 154007, China
| | - Zhuoxin Cheng
- Department of General Surgery, The First Affiliated Hospital of Jiamusi University, Heilongjiang Province, Jiamusi 154000, China
| | - Shuang Liu
- Jiamusi University School of Basic Medicine, Jiamusi 154007, China
- Key Laboratory of Microecology-immune Regulatory Network and Related Diseases, Jiamusi 154007, China
| |
Collapse
|
22
|
Wang YX, Zhou CP, Wang DT, Ma J, Sun XH, Wang Y, Zhang YM. Unraveling the causal role of immune cells in gastrointestinal tract cancers: insights from a Mendelian randomization study. Front Immunol 2024; 15:1343512. [PMID: 38533503 PMCID: PMC10963466 DOI: 10.3389/fimmu.2024.1343512] [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: 11/23/2023] [Accepted: 02/21/2024] [Indexed: 03/28/2024] Open
Abstract
Background Despite early attempts, the relationship between immune characteristics and gastrointestinal tract cancers remains incompletely elucidated. Hence, rigorous and further investigations in this domain hold significant clinical relevance for the development of novel potential immunotherapeutic targets. Methods We conducted a two-sample Mendelian randomization (MR) analysis using the tools available in the "TwoSampleMR" R package. The GWAS data for these 731 immune traits were sourced from the GWAS Catalog database. Concurrently, data on gastrointestinal tract cancers, encompassing malignant tumors in the esophagus, stomach, small intestine, colon, and rectum, were extracted from the FinnGen database. The immune traits subjected to MR analysis predominantly fall into four categories: median fluorescence intensities (MFI), relative cell (RC), absolute cell (AC), and morphological parameters (MP). To ensure the reliability of our findings, sensitivity analyses were implemented to address robustness, account for heterogeneity, and alleviate the impact of horizontal pleiotropy. Results A total of 78 immune traits causally linked to gastrointestinal tract cancers were identified, encompassing esophageal cancer (12 traits), gastric cancer (13 traits), small intestine cancer (22 traits), colon cancer (12 traits), and rectal cancer (19 traits). Additionally, 60 immune traits were recognized as protective factors associated with gastrointestinal tract cancers, distributed across esophageal cancer (14 traits), gastric cancer (16 traits), small intestine cancer (7 traits), colon cancer (14 traits), and rectal cancer (9 traits). Furthermore, it was observed that seven immune traits are causally related to gastrointestinal tract cancers in at least two locations. These traits include "CCR2 on CD14- CD16+ monocyte," "CD19 on IgD+ CD38-," "CD19 on IgD+ CD38- naive," "CD25hi CD45RA+ CD4 not Treg AC," "CD27 on unsw mem," "CD28 on CD39+ activated Treg," and "CD45 on CD4+." Conclusion This study elucidates a causal link between immune cells and gastrointestinal tract cancers at various sites through genetic investigation. The findings of this research open up new perspectives and resources for exploring tumor prevention strategies and immunotherapeutic targets.
Collapse
Affiliation(s)
- Yu-xiang Wang
- Department of General Surgery, Anqing Municipal Hospital, Anqing, Anhui, China
| | - Chao-ping Zhou
- Department of General Surgery, Anqing Municipal Hospital, Anqing, Anhui, China
| | - Da-tian Wang
- Department of General Surgery, Anqing Municipal Hospital, Anqing, Anhui, China
| | - Jun Ma
- Department of General Surgery, Anqing Municipal Hospital, Anqing, Anhui, China
| | - Xue-hu Sun
- Department of Emergency Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Yao Wang
- Department of Digestive Endoscopy, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Ya-ming Zhang
- Department of General Surgery, Anqing Municipal Hospital, Anqing, Anhui, China
| |
Collapse
|
23
|
Yang Y, Yuan L, Liu W, Lu D, Meng F, Yang Y, Zhou Z, Ma P, Nan Y. Banxia-Shengjiang drug pair inhibits gastric cancer development and progression by improving body immunity. Medicine (Baltimore) 2024; 103:e36303. [PMID: 38457601 PMCID: PMC10919495 DOI: 10.1097/md.0000000000036303] [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: 10/10/2023] [Revised: 11/02/2023] [Accepted: 11/03/2023] [Indexed: 03/10/2024] Open
Abstract
To investigate the mechanism of action of Banxia-Shengjiang drug pair on the inhibition of gastric cancer (GC) using network pharmacology and bioinformatics techniques. The action targets of the Banxia (Pinellia ternata (Thunb.) Makino) -Shengjiang (Zingiber officinale Roscoe) drug pair obtained from the TCMSP database were intersected with differentially expressed genes (DEGs) and GC-related genes, and the intersected genes were analyzed for pathway enrichment to identify the signaling pathways and core target genes. Subsequently, the core target genes were analyzed for clinical relevance gene mutation analysis, methylation analysis, immune infiltration analysis and immune cell analysis. Finally, by constructing the PPI network of hub genes and corresponding active ingredients, the key active ingredients of the Banxia-Shengjiang drug pair were screened for molecular docking with the hub genes. In this study, a total of 557 target genes of Banxia-Shengjiang pairs, 7754 GC-related genes and 1799 DEGs in GC were screened. Five hub genes were screened, which were PTGS2, MMP9, PPARG, MMP2, and CXCR4. The pathway enrichment analyses showed that the intersecting genes were associated with RAS/MAPK signaling pathway. In addition, the clinical correlation analysis showed that hub genes were differentially expressed in GC and was closely associated with immune infiltration and immunotherapy. The results of single nucleotide variation (SNV) and copy number variation (CNV) indicated that mutations in the hub genes were associated with the survival of gastric cancer patients. Finally, the PPI network and molecular docking results showed that PTGS2 and MMP9 were potentially important targets for the inhibition of GC by Banxia-Shengjiang drug pair, while cavidine was an important active ingredient for the inhibition of GC by Banxia-Shengjiang drug pair. Banxia-Shengjiang drug pair may regulate the immune function and inhibit GC by modulating the expression of core target genes such as RAS/MAPK signaling pathway, PTGS2 and MMP9.
Collapse
Affiliation(s)
- Yating Yang
- Traditional Chinese Medicine College, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Ling Yuan
- College of Pharmacy, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Wenjing Liu
- Key Laboratory of Hui Ethnic Medicine Modernization of Ministry of Education, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Doudou Lu
- School of Clinical Medicine, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Fandi Meng
- Key Laboratory of Hui Ethnic Medicine Modernization of Ministry of Education, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Yi Yang
- College of Pharmacy, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Ziying Zhou
- Pharmacy Department, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China
| | - Ping Ma
- Pharmacy Department, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China
| | - Yi Nan
- Key Laboratory of Hui Ethnic Medicine Modernization of Ministry of Education, Ningxia Medical University, Yinchuan, Ningxia, China
| |
Collapse
|
24
|
Ji NN, Wu XW, Cao Q, Liu R, Tu W, Zeng YC, Li ZH. Influence of cancer-directed surgery on the prognosis of liver metastases from gastric cancer. Clin Transl Oncol 2024; 26:756-764. [PMID: 37606846 DOI: 10.1007/s12094-023-03305-3] [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: 04/17/2023] [Accepted: 08/08/2023] [Indexed: 08/23/2023]
Abstract
There are controversial about the application of cancer-directed surgery (CDS) in patients with liver metastases from gastric cancer, with improved responses to chemotherapy and targeted treatments, the role of CDS in metastatic gastric cancer to the liver needs to be revisited. This study aimed to evaluate the effect of CDS on patients with liver metastases from gastric cancer. Data for patients with liver metastases from gastric cancer were extracted from the population-based Surveillance, Epidemiology, and End Results (SEER) database. A total of 958 individuals were enrolled, 285 in the CDS group and 673 in the non-cancer guided surgery (Non-CDS) group. Following propensity score matching (PSM) analysis at 1:1 in the two groups,285 were included in the survival analysis for each group. Kaplan-Meier values and Cox proportional risk models were used to estimate the effect of CDS on patients' prognoses. Compared with the Non-CDS group, the CDS group significantly prolonged the median overall survival from 4 months (95% confidence interval [CI] 3-5) to 11 months (95% CI 8-12), p value < 0.001. Overall survival (OS) at 1 year was higher in the CDS group than in the Non-CDS group, at 44% (95 CI 38-50) and 25% (95 CI 20-30), respectively. OS at 3 years was also higher in the CDS group than in the Non-CDS group, at 24% (95 CI 19-29) and 6% (95 CI 3-9), respectively. Multivariate analysis showed that Non-CDS (hazard ratio[HR] = 2.26, 95% CI 1.88-2.72, p value < 0.001) was an adverse independent prognostic factor for patients. This study concludes that CDS prolonged survival in patients with gastric cancer with liver metastases. Due to the lack of information on the quality of life, biomarkers, targeted therapies, and immunotherapy in the SEER database, the observed improved survival rates following CDS of hepatic metastasis from gastric cancer requires prospective studies that take these factors into account to properly address the survival advantages and impact on quality of life of such a method.
Collapse
Affiliation(s)
- Nan-Nan Ji
- Department of Radiation Oncology, Cancer Treatment Center, The Second Affiliated Hospital of Hainan Medical University, 368 Yehai Road, Haikou, 570311, China
| | - Xiao-Wen Wu
- Department of Neurology, The Second Affiliated Hospital of Hainan Medical University, 368 Yehai Road, Haikou, 570311, China
| | - Qian Cao
- Department of Oncology, The General Hospital of Western Theater Command, Chengdu, Sichuan, China
| | - Rui Liu
- Department of Infectious and Tropical Diseases, The Second Affiliated Hospital of Hainan Medical University, 368 Yehai Road, Haikou, 570311, China
| | - Wei Tu
- Department of Gastrointestinal Oncology, The Second Affiliated Hospital of Hainan Medical University, 368 Yehai Road, Haikou, 570311, China
| | - Yue-Can Zeng
- Department of Radiation Oncology, Cancer Treatment Center, The Second Affiliated Hospital of Hainan Medical University, 368 Yehai Road, Haikou, 570311, China.
| | - Zhi-Hui Li
- Department of Oncology, The General Hospital of Western Theater Command, Chengdu, Sichuan, China.
| |
Collapse
|
25
|
Zhang Z, Liao Y, Zhao P, Chen X, Liu Y, Wu J, Zuo H. Hypoxia-based critical gene biomarkers as prognostic reporters for gastric adenocarcinoma. ENVIRONMENTAL TOXICOLOGY 2024; 39:1811-1821. [PMID: 38073300 DOI: 10.1002/tox.24064] [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: 09/10/2023] [Revised: 11/10/2023] [Accepted: 11/16/2023] [Indexed: 02/08/2024]
Abstract
BACKGROUND Gastric cancer is the most common malignant tumour of the digestive system, yet there is a lack of reported prognostic biomarkers for STAD patients. METHODS Transcriptomic expression data of STAD from GEO database, single cell sequencing data from OMIX gastric cancer database. Conservative molecular typing of gastric cancer was constructed using non-negative matrix factorization (NMF). The abundance of 28 immune cells in the tumour samples was assessed using ssGSEA. The R package "oncoPredict" was used to predict chemotherapy response. TIDE website for immunotherapy response prediction. Finally, single cell analysis was performed to clarify the specific type annotation of STAD cells and to analysis their spatial expression. RESULTS Hypoxia-score demonstrated excellent prognostic discrimination in TCGA gastric cancer samples. Among multiple deconvolution-based algorithms for immune infiltration, Hypoxia-score presented a general immunosuppressive efficacy across multiple datasets, as evidenced by a broad negative correlation with immune cell infiltration. By the likelihood that each group may have specific drug sensitivity to multiple chemotherapeutic and targeted agents. Results showed that high-risk scoring patients were more sensitive to Staurosporine, Sabutoclax, and AZD8055, while low-risk patients were more sensitive to Bortezomib, Dactinomycin, Docetaxel, Daporinad, Sepantronium, and bromide. In the immunotherapy cohort, the Hypoxia-score presented the ability to discriminate for immunotherapy efficacy. The distribution of Hypoxia-score in single-cell descending space was calculated using AddModuleScore and was found to be distributed across the various cell types annotated in the single-cell analysis. It is suggested that various cells in the tumour microenvironment are involved in hypoxia gene set processes to varying degrees. CONCLUSION The Hypoxia-score proves to be a valuable tool for assessing the prognosis of gastric cancer patients and guiding drug treatments, providing significant guidance for clinical diagnosis and treatment in the context of gastric cancer.
Collapse
Affiliation(s)
- Zhiya Zhang
- Department of Oncology, The Second People's Hospital of Meishan City, Meishan, Sichuan, China
| | - Yin Liao
- Department of Oncology, The Second People's Hospital of Meishan City, Meishan, Sichuan, China
| | - Peiyou Zhao
- Department of Oncology, The Second People's Hospital of Meishan City, Meishan, Sichuan, China
| | - Xinwei Chen
- Department of Oncology, The Second People's Hospital of Meishan City, Meishan, Sichuan, China
| | - Yunfei Liu
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Ji Wu
- Second School of Clinical Medicine, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Hongbin Zuo
- Department of General surgery, Wuhan Jiangxia Hospital of TCM (Traditional Chinese Medicine), Wuhan, Hubei, China
| |
Collapse
|
26
|
Zhang Y, Wang Y, Guo S, Cui H. METTL3-mediated HPV vaccine enhances the effect of anti PD-1 immunotherapy to alleviate the development of cutaneous squamous cell carcinoma. An Bras Dermatol 2024; 99:210-222. [PMID: 38030537 PMCID: PMC10943324 DOI: 10.1016/j.abd.2023.05.006] [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: 03/16/2023] [Revised: 04/28/2023] [Accepted: 05/02/2023] [Indexed: 12/01/2023] Open
Abstract
BACKGROUND Cutaneous squamous cell carcinoma (cSCC) develops from epithelial keratinocytes by dysregulation of self-renewal and differentiation. Recent studies have found that the size and number of cSCC tumors gradually decrease or even disappear after HPV vaccination. However, the role of the HPV vaccine in the cSCC mechanism is poorly understood. OBJECTIVE The aim of this study is to investigate the effect and mechanism of the HPV vaccine in cSCC. METHODS Immunofluorescence was used to study the immune infiltrating cells in the tumor tissues of patients with cSCC. The effects of the HPV vaccine on cSCC cells and tissues were studied by Cell Culture, Real-time PCR, Western Blot, Cytotoxicity Assay, Enzyme-linked Immunosorbent Assay, m6A Blotting, CCK-8 Assay, m6A Ribonucleic acid Methylation Quantification and tumor transplantation. RESULTS The HPV vaccine enhanced the toxic effect of CD8+T cells on cSCC cells and promoted the secretion of multiple cytokines by CD8+T cells. In addition, HPV vaccines can increase tumor sensitivity to anti-PD-1 therapy by downregulating METTL3 in tumor tissue, with the combination of HPV vaccine and PD-1 monoclonal antibodies producing enhanced immune cell infiltration compared to PD-1 blockade alone. STUDY LIMITATIONS It is important to note the limitations of this study, including the small sample size, the construction of the mouse model, and the choice of HPV vaccine and PD-1 monoclonal antibody, which may limit the generalization of our findings to a wider population. CONCLUSIONS It is hoped that this research will contribute to a deeper understanding of the role of the HPV vaccine in the treatment of cSCC. HPV vaccine is expected to become an important approach to alleviate the development of cSCC.
Collapse
Affiliation(s)
- Yingjie Zhang
- Department of Dermatology, First Hospital of Shanxi Medical University, Taiyuan, China; The First Clinical Medical College, Shanxi Medical University, Taiyuan, China
| | - Yiru Wang
- Department of Dermatology, Taiyuan Maternity and Child Health Care Hospital, Taiyuan, China
| | - Shuping Guo
- Department of Dermatology, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Hongzhou Cui
- Department of Dermatology, First Hospital of Shanxi Medical University, Taiyuan, China; The First Clinical Medical College, Shanxi Medical University, Taiyuan, China.
| |
Collapse
|
27
|
Deng G, Zhu D, Du Z, Xue Y, Song H, Li Y. Body composition change indices combined with Prognostic Nutritional Index predicts the clinical outcomes of patients with gastric cancer treated with immune checkpoint inhibitor. Cancer Med 2024; 13:e7110. [PMID: 38506237 PMCID: PMC10952022 DOI: 10.1002/cam4.7110] [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: 11/21/2023] [Revised: 02/02/2024] [Accepted: 03/04/2024] [Indexed: 03/21/2024] Open
Abstract
OBJECTIVE This study aimed to investigate the prognostic significance of the Prognostic Nutritional Index (PNI) in conjunction with body composition change indices, namely subcutaneous fat area (SFA) and skeletal muscle index (SMI), with regard to clinical outcomes in patients with gastric cancer (GC) undergoing immune checkpoint inhibitors (ICIs) treatment. METHODS This retrospective investigation encompassed patients with comprehensive clinical and pathological data, inclusive of portal phase enhanced CT images. Continuous variables underwent analysis utilizing the Student t-test or Mann-Whitney U-test, while categorical variables were assessed employing the Pearson chi-squared test or Fisher test. Survival outcomes were evaluated using Kaplan-Meier survival curves and the Log-rank test. Independent prognostic indicators were determined through Cox regression analysis, and a nomogram predicting survival probability for progression-free survival (PFS) and overall survival (OS) was constructed. RESULTS Within the PNI-SFA groups, patients in Group 1 exhibited inferior PFS and OS compared to the other two groups. Similarly, among the PNI-SMI groups, Group 1 patients demonstrated poorer PFS and OS. PNI-SMI and Eosi were identified as independent prognostic factors through Cox regression analysis. Furthermore, positive associations with patient prognosis were observed for BMI, SAF, SMI, and PNI. CONCLUSION The comprehensive consideration of PNI-SFA and PNI-SMI proved to be a superior prognostic predictor for GC patients undergoing ICI treatment.
Collapse
Affiliation(s)
- Guiming Deng
- Department of Gastrointestinal SurgeryHarbin Medical University Cancer Hospital, Harbin Medical UniversityHarbinHeilongjiangChina
| | - Dayong Zhu
- Department of General SurgeryHeilongjiang Provincial HospitalHarbinHeilongjiangChina
| | - Zhongze Du
- Department of Gastrointestinal SurgeryHarbin Medical University Cancer Hospital, Harbin Medical UniversityHarbinHeilongjiangChina
| | - Yingwei Xue
- Department of Gastrointestinal SurgeryHarbin Medical University Cancer Hospital, Harbin Medical UniversityHarbinHeilongjiangChina
| | - Hongjiang Song
- Department of Gastrointestinal SurgeryHarbin Medical University Cancer Hospital, Harbin Medical UniversityHarbinHeilongjiangChina
| | - Yuanzhou Li
- Department of RadiologyHarbin Medical University, Cancer Hospital, Harbin Medical UniversityHarbinHeilongjiangChina
| |
Collapse
|
28
|
Deng GM, Song HB, Du ZZ, Xue YW, Song HJ, Li YZ. Evaluating the influence of sarcopenia and myosteatosis on clinical outcomes in gastric cancer patients undergoing immune checkpoint inhibitor. World J Gastroenterol 2024; 30:863-880. [PMID: 38516238 PMCID: PMC10950641 DOI: 10.3748/wjg.v30.i8.863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/16/2024] [Accepted: 02/01/2024] [Indexed: 02/26/2024] Open
Abstract
BACKGROUND The development and progression of gastric cancer (GC) are closely linked to the nutritional status of patients. Although immunotherapy has been demonstrated to be clinically effective, the relationships of sarcopenia and myosteatosis with the use of immune checkpoint inhibitors (ICIs) in patients with gastric cancer remain to be characterized. AIM To assess the effects of sarcopenia and myosteatosis on the clinical outcomes of patients with GC undergoing treatment with an ICI. METHODS We performed a retrospective study of patients who were undergoing immunotherapy for GC. For the evaluation of sarcopenia, the optimal cut-off value for the skeletal muscle index was established using receiver operating characteristic analysis of data obtained from pre-treatment computed tomography images at the L3 vertebral level. Myosteatosis was defined using the mean skeletal muscle density (SMD), with a threshold value of < 41 Hounsfield units (HU) for patients with a body mass index (BMI) < 25 kg/m² and < 33 HU for those with a BMI ≥ 25 kg/m². The log-rank test was used to compare progression-free survival (PFS) and overall survival (OS), and a Cox proportional hazard model was used to identify prognostic factors. Nomograms were developed to predict the PFS and OS of patients on the basis of the results of multivariate analyses. RESULTS We studied 115 patients who were undergoing ICI therapy for GC, of whom 27.4% had sarcopenia and 29.8% had myosteatosis. Patients with sarcopenia or myosteatosis had significantly shorter PFS and OS than those without these conditions. Furthermore, both sarcopenia and myosteatosis were found to be independent predictors of PFS and OS in patients with GC administering an ICI. The prediction models created for PFS and OS were associated with C-indexes of 0.758 and 0.781, respectively. CONCLUSION The presence of sarcopenia or myosteatosis is a reliable predictor of the clinical outcomes of patients with GC who are undergoing treatment with an ICI.
Collapse
Affiliation(s)
- Gui-Ming Deng
- Department of Gastrointestinal Surgery, Harbin Medical University Cancer Hospital, Harbin 150081, Heilongjiang Province, China
| | - Hai-Bin Song
- Department of Gastrointestinal Surgery, Harbin Medical University Cancer Hospital, Harbin 150081, Heilongjiang Province, China
| | - Zhong-Ze Du
- Department of Gastrointestinal Surgery, Harbin Medical University Cancer Hospital, Harbin 150081, Heilongjiang Province, China
| | - Ying-Wei Xue
- Department of Gastrointestinal Surgery, Harbin Medical University Cancer Hospital, Harbin 150081, Heilongjiang Province, China
| | - Hong-Jiang Song
- Department of Gastrointestinal Surgery, Harbin Medical University Cancer Hospital, Harbin 150081, Heilongjiang Province, China
| | - Yuan-Zhou Li
- Department of Radiology, Harbin Medical University Cancer Hospital, Harbin 150081, Heilongjiang Province, China
| |
Collapse
|
29
|
Li J, Han T, Wang X, Wang Y, Yang R, Yang Q. Development of a CD8+ T cell associated signature for predicting the prognosis and immunological characteristics of gastric cancer by integrating single-cell and bulk RNA-sequencing. Sci Rep 2024; 14:4524. [PMID: 38402299 PMCID: PMC10894294 DOI: 10.1038/s41598-024-54273-9] [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: 07/13/2023] [Accepted: 02/10/2024] [Indexed: 02/26/2024] Open
Abstract
The universally poor clinical outcome makes gastric cancer (GC) still a significant public health threat, the main goal of our research is to develop a prognostic signature that can forecast the outcomes and immunological characteristics of GC via integrating single-cell and bulk RNA-sequencing. The CD8+ T cell feature genes were screened out by exploring single-cell RNA-sequencing (scRNA-seq) profiles retrieved from the TISCH2 database. Then, Cox and LASSO regressions were exploited for constructing a prognostic model in TCGA cohort based on these CD8+ T cell feature genes. Survival analysis was conducted to investigate the predictive capability of the signature for the clinical outcome of GC patients in TCGA and GEO cohorts. Additionally, we further examined the correlations between the risk signature and tumor immunotherapeutic response from the perspectives of immune infiltration, tumor mutation burden (TMB), immune checkpoint biomarker (ICB) expression, tumor microenvironment (TME), microsatellite instability (MSI), TIDE, and TCIA scores. In total, 703 CD8+ T cell feature genes were identified, eight of which were selected for constructing a prognostic signature. GC patients who possess high-risk score had significantly poorer survival outcomes than those who possess low-risk score in TCGA and GEO cohorts. Immune infiltration analysis proved that the risk score was negatively connected with the infiltration abundance of CD8+ T cells. Then, our findings demonstrated that GC patients in the high-risk subgroup possess a higher proportion of MSI-L/MSS, lower immune checkpoint biomarker expression, lower TMB, higher TIDE scores and lower TCIA scores compared to those in the low-risk subgroup. What's more, immunotherapy cohort analysis confirmed that patients who possess high-risk score are not sensitive to anti-cancer immunotherapy. Our study developed a reliable prognostic signature for GC that was significantly correlated with the immune landscape and immunotherapeutic responsiveness. The risk signature may guide clinicians to adopt more accurate and personalized treatment strategies for GC patients.
Collapse
Affiliation(s)
- Jianxin Li
- Department of General Surgery (Gastrointestinal Surgery), The Affiliated Hospital of Southwest Medical University, 25 Taiping Street, Luzhou, Sichuan, 646000, People's Republic of China
| | - Ting Han
- Department of General Surgery (Gastrointestinal Surgery), The Affiliated Hospital of Southwest Medical University, 25 Taiping Street, Luzhou, Sichuan, 646000, People's Republic of China
| | - Xin Wang
- Department of General Surgery (Gastrointestinal Surgery), The Affiliated Hospital of Southwest Medical University, 25 Taiping Street, Luzhou, Sichuan, 646000, People's Republic of China
| | - Yinchun Wang
- Department of General Surgery (Gastrointestinal Surgery), The Affiliated Hospital of Southwest Medical University, 25 Taiping Street, Luzhou, Sichuan, 646000, People's Republic of China
| | - Rui Yang
- Department of General Surgery (Gastrointestinal Surgery), The Affiliated Hospital of Southwest Medical University, 25 Taiping Street, Luzhou, Sichuan, 646000, People's Republic of China
| | - Qingqiang Yang
- Department of General Surgery (Gastrointestinal Surgery), The Affiliated Hospital of Southwest Medical University, 25 Taiping Street, Luzhou, Sichuan, 646000, People's Republic of China.
| |
Collapse
|
30
|
Ding W, Chen WW, Wang YQ, Xu XZ, Wang YB, Yan YM, Tan YL. Immune-related long noncoding RNA zinc finger protein 710-AS1-201 promotes the metastasis and invasion of gastric cancer cells. World J Gastrointest Oncol 2024; 16:458-474. [PMID: 38425400 PMCID: PMC10900153 DOI: 10.4251/wjgo.v16.i2.458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 12/02/2023] [Accepted: 12/20/2023] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND Gastric cancer (GC) is a prevalent malignant tumor of the gastrointestinal system. ZNF710 is a transcription factor (TF), and zinc finger protein 710 (ZNF710)-AS1-201 is an immune-related long noncoding RNA (lncRNA) that is upregulated in GC cells. AIM To assess the correlation between ZNF710-AS1-201 and immune microenvironment features and to investigate the roles of ZNF710-AS1-201 in the invasion and metastasis processes of GC cells. METHODS We obtained data from The Cancer Genome Atlas and Wujin Hospital. We assessed cell growth, migration, invasion, and programmed cell death using cell counting kit-8, EdU, scratch, Transwell, and flow cytometry assays. Quantitative real-time polymerase chain reaction (qRT-PCR) was used to identify the potential downstream targets of ZNF710-AS1-201. RESULTS In GC tissues with low ZNF710-AS1-201 expression, immunoassays detected significant infiltration of various antitumor immune cells, such as memory CD8 T cells and activated CD4 T cells. In the low-expression group, the half-maximal inhibitory concentrations (IC50s) of 5-fluorouracil, cisplatin, gemcitabine, and trametinib were lower, whereas the IC50s of dasatinib and vorinostat were higher. The malignant degree of GC was higher and the stage was later in the high-expression group. Additionally, patients with high expression of ZNF710-AS1-201 had lower overall survival and disease-free survival rates. In vitro, the overexpression of ZNF710-AS1-201 greatly enhanced growth, metastasis, and infiltration while suppressing cell death in HGC-27 cells. In contrast, the reduced expression of ZNF710-AS1-201 greatly hindered cell growth, enhanced apoptosis, and suppressed the metastasis and invasion of MKN-45 cells. The expression changes in ZNF710 were significant, but the corresponding changes in isocitrate dehydrogenase-2, Semaphorin 4B, ARHGAP10, RGMB, hsa-miR-93-5p, and ZNF710-AS1-202 were not consistent or statistically significant after overexpression or knockdown of ZNF710-AS1-201, as determined by qRT-PCR. CONCLUSION Immune-related lncRNA ZNF710-AS1-201 facilitates the metastasis and invasion of GC cells. It appears that ZNF710-AS1-201 and ZNF710 have potential as effective targets for therapeutic intervention in GC. Nevertheless, it is still necessary to determine the specific targets of the ZNF710 TF.
Collapse
Affiliation(s)
- Wei Ding
- Department of General Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou 213003, Jiangsu Province, China
- Changzhou Medical Center, Nanjing Medical University, Changzhou 213017, Jiangsu Province, China
- Department of General Surgery, The Wujin Clinical College of Xuzhou Medical University, Changzhou 213003, Jiangsu Province, China
| | - Wei-Wei Chen
- Department of General Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou 213003, Jiangsu Province, China
| | - Yi-Qin Wang
- Department of General Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou 213003, Jiangsu Province, China
| | - Xue-Zhong Xu
- Department of General Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou 213003, Jiangsu Province, China
| | - Yi-Bo Wang
- Department of General Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou 213003, Jiangsu Province, China
| | - Yong-Min Yan
- Changzhou Medical Center, Nanjing Medical University, Changzhou 213017, Jiangsu Province, China
| | - Yu-Lin Tan
- Department of General Surgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou 213003, Jiangsu Province, China
- Department of General Surgery, The Wujin Clinical College of Xuzhou Medical University, Changzhou 213003, Jiangsu Province, China
| |
Collapse
|
31
|
Lu Y, Cheng D, Pang J, Peng Y, Jin S, Zhang X, Li Y, Zuo Y. Chronic stress promotes gastric cancer progression via the adrenoceptor beta 2/PlexinA1 pathway. Cell Stress Chaperones 2024; 29:201-215. [PMID: 38331165 PMCID: PMC10939071 DOI: 10.1016/j.cstres.2024.02.001] [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: 09/24/2023] [Revised: 01/16/2024] [Accepted: 02/02/2024] [Indexed: 02/10/2024] Open
Abstract
Chronic stress is a common emotional disorder in cancer patients. Chronic stress promotes progression of gastric cancer (GC) and leads to poor outcomes. However, the underlying mechanisms remain not clear. Herein, we explored the possible mechanisms of chronic stress in GC progression. The Cancer Genome Atlas (TCGA) datasets were analyzed for differentially expressed genes. Clinical data of GC were evaluated for their association with PlexinA1 using TCGA and Kaplan-Meier-plotter databases. Chronic stress of GC patients was evaluated using the Self-Rating Anxiety Scale and Self-Rating Depression Scale. Chronic unpredictable mild stress (CUMS) was used to induce chronic stress in mice. Gastric xenograft tumor was constructed using the sewing method. Chronic stress-like behaviors were assessed using light/dark box and tail suspension tests. Protein expression was detected using immunohistochemistry and Western blot analysis. Analyses of TCGA and the Kaplan-Meier-plotter databases showed that patients with high levels of PlexinA1 in GC had worse overall survival than those with low levels of PlexinA1. A total of 36 GC patients were enrolled in the study, and about 33% of the patients had chronic stress. Compared with patients without chronic stress, higher expression levels of adrenoceptor beta 2 and PlexinA1 were observed in patients with chronic stress. The tumor size in mice under CUMS was significantly increased compared with the control mice. Adrenoceptor beta 2, PlexinA1, N-cadherin, and alpha-smooth muscle actin, as well as Ki67 were highly expressed in the tumors of CUMS group. However, E-cadherin was lowly expressed in the tumors of CUMS group. Importantly, chemical sympathectomy with 6-hydroxydopamine or treatment with a selective β2 adrenergic receptor antagonist (ICI118,551) could reverse these effects. Our findings suggest that chronic stress plays an important role in GC progression and there is a potential for blocking the epinephrine-β2AR/PlexinA1 pathway in the treatment of GC.
Collapse
Affiliation(s)
- Yanjie Lu
- Department of Pathology, Chengde Medical College, Chengde, Hebei Province, China; Cancer Research Laboratory, Chengde Medical College, Chengde, Hebei Province, China
| | - Die Cheng
- Department of Pathology, Chengde Medical College, Chengde, Hebei Province, China
| | - Jiayu Pang
- Department of Pathology, Chengde Medical College, Chengde, Hebei Province, China
| | - Yuqiao Peng
- Department of Pathology, Chengde Medical College, Chengde, Hebei Province, China
| | - Shunkang Jin
- Department of Pathology, Chengde Medical College, Chengde, Hebei Province, China
| | - Xinyu Zhang
- Department of Pathology, Chengde Medical College, Chengde, Hebei Province, China
| | - Yuhong Li
- Department of Pathology, Chengde Medical College, Chengde, Hebei Province, China; Cancer Research Laboratory, Chengde Medical College, Chengde, Hebei Province, China.
| | - Yanzhen Zuo
- Cancer Research Laboratory, Chengde Medical College, Chengde, Hebei Province, China.
| |
Collapse
|
32
|
Wang S, Huang X, Zhao S, Lv J, Li Y, Wang S, Guo J, Wang Y, Wang R, Zhang M, Qiu W. Progressions of the correlation between lipid metabolism and immune infiltration characteristics in gastric cancer and identification of BCHE as a potential biomarker. Front Immunol 2024; 15:1327565. [PMID: 38357546 PMCID: PMC10864593 DOI: 10.3389/fimmu.2024.1327565] [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: 10/25/2023] [Accepted: 01/17/2024] [Indexed: 02/16/2024] Open
Abstract
Background Globally, gastric cancer (GC) is a category of prevalent malignant tumors. Its high occurrence and fatality rates represent a severe threat to public health. According to recent research, lipid metabolism (LM) reprogramming impacts immune cells' ordinary function and is critical for the onset and development of cancer. Consequently, the article conducted a sophisticated bioinformatics analysis to explore the potential connection between LM and GC. Methods We first undertook a differential analysis of the TCGA queue to recognize lipid metabolism-related genes (LRGs) that are differentially expressed. Subsequently, we utilized the LASSO and Cox regression analyses to create a predictive signature and validated it with the GSE15459 cohort. Furthermore, we examined somatic mutations, immune checkpoints, tumor immune dysfunction and exclusion (TIDE), and drug sensitivity analyses to forecast the signature's immunotherapy responses. Results Kaplan-Meier (K-M) curves exhibited considerably longer OS and PFS (p<0.001) of the low-risk (LR) group. PCA analysis and ROC curves evaluated the model's predictive efficacy. Additionally, GSEA analysis demonstrated that a multitude of carcinogenic and matrix-related pathways were much in the high-risk (HR) group. We then developed a nomogram to enhance its clinical practicality, and we quantitatively analyzed tumor-infiltrating immune cells (TIICs) using the CIBERSORT and ssGSEA algorithms. The low-risk group has a lower likelihood of immune escape and more effective in chemotherapy and immunotherapy. Eventually, we selected BCHE as a potential biomarker for further research and validated its expression. Next, we conducted a series of cell experiments (including CCK-8 assay, Colony formation assay, wound healing assay and Transwell assays) to prove the impact of BCHE on gastric cancer biological behavior. Discussion Our research illustrated the possible consequences of lipid metabolism in GC, and we identified BCHE as a potential therapeutic target for GC. The LRG-based signature could independently forecast the outcome of GC patients and guide personalized therapy.
Collapse
Affiliation(s)
- Shibo Wang
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Xiaojuan Huang
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Shufen Zhao
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Jing Lv
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yi Li
- Department of Dermatology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Shasha Wang
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Jing Guo
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yan Wang
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Rui Wang
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Mengqi Zhang
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Wensheng Qiu
- Department of Oncology, The Affiliated Hospital of Qingdao University, Qingdao, China
| |
Collapse
|
33
|
Hong Z, Wen P, Wang K, Wei X, Xie W, Rao S, Chen X, Hou J, Zhuo H. The macrophage-associated prognostic gene ANXA5 promotes immunotherapy resistance in gastric cancer through angiogenesis. BMC Cancer 2024; 24:141. [PMID: 38287304 PMCID: PMC10823665 DOI: 10.1186/s12885-024-11878-7] [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: 09/20/2023] [Accepted: 01/13/2024] [Indexed: 01/31/2024] Open
Abstract
Gastric cancer (GC) remains a predominant form of malignant tumor globally, necessitating innovative non-surgical therapeutic approaches. This investigation aimed to delineate the expression landscape of macrophage-associated genes in GC and to evaluate their prognostic significance and influence on immunotherapeutic responsiveness. Utilizing the CellMarker2.0 database, we identified 69 immune cell markers with prognostic relevance in GC, including 12 macrophage-specific genes. A Weighted Gene Co-Expression Network Analysis (WGCNA) isolated 3,181 genes correlated with these macrophage markers. The Cancer Genome Atlas (TCGA-STAD) dataset was employed as the training set, while data from the GSE62254 served as the validation cohort. 13 genes were shortlisted through LASSO-Cox regression to formulate a prognostic model. Multivariable Cox regression substantiated that the calculated risk score serves as an imperative independent predictor of overall survival (OS). Distinct macrophage infiltration profiles, pathway associations, treatment susceptibilities, and drug sensitivities were observed between high- and low-risk groups. The preliminary validation of ANXA5 in predicting the survival rates of GC patients at 1 year, 3 years, and 5 years, as well as its expression levels were higher and role in promoting tumor angiogenesis in GC through immunohistochemistry and angiogenesis experiments. In summary, macrophage-related genes were potentially a novel crosstalk mechanism between macrophages and endothelial cells in the tumor microenvironment, and the interplay between inflammation and angiogenesis might have also offered new therapeutic targets, providing a new avenue for personalized treatment interventions.
Collapse
Affiliation(s)
- Zhijun Hong
- Department of Gastrointestinal Surgery, School of Medicine, Zhongshan Hospital of Xiamen University, Xiamen University, Xiamen, China
- Xiamen Municipal Key Laboratory of Gastrointestinal Oncology, 361004, Xiamen, China
| | - Peizhen Wen
- Department of General Surgery, Changzheng Hospital, Navy Medical University, 415 Fengyang Road, 200003, Shanghai, China
| | - Kang Wang
- Department of Gastrointestinal Surgery, School of Medicine, Zhongshan Hospital of Xiamen University, Xiamen University, Xiamen, China
- Xiamen Municipal Key Laboratory of Gastrointestinal Oncology, 361004, Xiamen, China
| | - Xujin Wei
- The Graduate School, Fujian Medical University, 350004, Fuzhou, China
| | - Wen Xie
- Department of Gastrointestinal Surgery, School of Medicine, Zhongshan Hospital of Xiamen University, Xiamen University, Xiamen, China
- Xiamen Municipal Key Laboratory of Gastrointestinal Oncology, 361004, Xiamen, China
| | - Shihao Rao
- Department of Gastrointestinal Surgery, School of Medicine, Zhongshan Hospital of Xiamen University, Xiamen University, Xiamen, China
- Xiamen Municipal Key Laboratory of Gastrointestinal Oncology, 361004, Xiamen, China
| | - Xin Chen
- The Graduate School, Fujian Medical University, 350004, Fuzhou, China
| | - Jingjing Hou
- Department of Gastrointestinal Surgery, School of Medicine, Zhongshan Hospital of Xiamen University, Xiamen University, Xiamen, China.
- Xiamen Municipal Key Laboratory of Gastrointestinal Oncology, 361004, Xiamen, China.
| | - Huiqin Zhuo
- Department of Gastrointestinal Surgery, School of Medicine, Zhongshan Hospital of Xiamen University, Xiamen University, Xiamen, China.
- Xiamen Municipal Key Laboratory of Gastrointestinal Oncology, 361004, Xiamen, China.
| |
Collapse
|
34
|
Xu Y, Wang X, Yuan W, Zhang L, Chen W, Hu K. Identification of BANF1 as a novel prognostic biomarker in gastric cancer and validation via in-vitro and in-vivo experiments. Aging (Albany NY) 2024; 16:1808-1828. [PMID: 38261746 PMCID: PMC10866416 DOI: 10.18632/aging.205461] [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: 09/18/2023] [Accepted: 12/14/2023] [Indexed: 01/25/2024]
Abstract
Gastric cancer (GC) is a widespread malignancy characterized by a notably high incidence rate and an unfavorable prognosis. We conducted a meticulous analysis of GC high-throughput sequencing data downloaded from the Gene Expression Omnibus (GEO) repository to pinpoint distinctive genes associated with GC. Our investigation successfully identified three signature genes implicated in GC, with a specific focus on the barrier to autointegration factor 1 (BANF1), which exhibits elevated expression across various cancer types, including GC. Bioinformatic analysis has highlighted BANF1 as a prognostic indicator for patients with GC, with direct implications for immune cell infiltration. To gain a more comprehensive understanding of the significance of BANF1 in GC, we performed a series of in vitro experiments to confirm its high expression in GC tissues and cellular components. Intriguingly, the induction of BANF1 knockdown resulted in a marked attenuation of proliferation, migratory capacity, and invasive potential in GC cells. Moreover, our in vivo experiments using nude mouse models revealed a notable impediment in tumor growth following BANF1 knockdown. These insights underscore the feasibility of BANF1 as a novel therapeutic target for GC.
Collapse
Affiliation(s)
- Yuanmin Xu
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Xu Wang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Weiwei Yuan
- Department of General Surgery, Anhui Public Health Clinical Center, Hefei 230022, China
| | - Ling Zhang
- Department of Immunology, School of Basic Medical Sciences, Anhui Medical University, Hefei 230022, China
| | - Wei Chen
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Kongwang Hu
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
- Department of General Surgery, Fuyang Affiliated Hospital of Anhui Medical University, Fuyang 236000, China
| |
Collapse
|
35
|
Yu X, Zhai X, Wu J, Feng Q, Hu C, Zhu L, Zhou Q. Evolving perspectives regarding the role of the PD-1/PD-L1 pathway in gastric cancer immunotherapy. Biochim Biophys Acta Mol Basis Dis 2024; 1870:166881. [PMID: 37696462 DOI: 10.1016/j.bbadis.2023.166881] [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: 07/01/2023] [Revised: 08/08/2023] [Accepted: 09/04/2023] [Indexed: 09/13/2023]
Abstract
Gastric cancer (GC) is an increasing global health problem and is one of the leading cancers worldwide. Traditional therapies, such as radiation and chemotherapy, have made limited progress in enhancing their efficacy for advanced GC. The development of immunotherapy for advanced GC has considerably improved with a deeper understanding of the tumor microenvironment. Immunotherapy using checkpoint inhibitors is a new therapeutic option that has made substantial advances in the treatment of other malignancies and is increasingly used in other clinical oncology treatments. Particularly, therapeutic antibodies targeting the programmed cell death protein-1 (PD-1)/programmed cell death ligand 1 (PD-L1) pathway have been effectively used in the clinical treatment of cancer. Monoclonal antibodies blocking the PD-1/PD-L1 pathway have been developed for cancer immunotherapy to enhance T cell function to restore the immune response and represent a breakthrough in the treatment of GC. This review provides an outline of the progress of PD-1/PD-L1 blockade therapy and its expression characteristics and clinical application in advanced GC.
Collapse
Affiliation(s)
- Xianzhe Yu
- Department of Medical Oncology, Cancer Center & Lung Cancer Center/Lung Cancer Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People's Republic of China; Department of Gastrointestinal Surgery, Chengdu Second People's Hospital, No. 10 Qinyun Nan Street, Chengdu, Sichuan Province, People's Republic of China
| | - Xiaoqian Zhai
- Department of Medical Oncology, Cancer Center & Lung Cancer Center/Lung Cancer Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People's Republic of China
| | - Juan Wu
- Out-patient Department, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People's Republic of China
| | - Qingbo Feng
- Department of General Surgery, Affiliated Hospital of Zunyi Medical University, Affiliated Digestive Hospital of Zunyi Medical University, Zunyi, Guizhou Province, People's Republic of China
| | - Chenggong Hu
- Department of Critical Care Medicine, West China Hospital of Sichuan University, Chengdu, Sichuan 610041, China.
| | - Lingling Zhu
- Department of Medical Oncology, Cancer Center & Lung Cancer Center/Lung Cancer Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People's Republic of China.
| | - Qinghua Zhou
- Department of Medical Oncology, Cancer Center & Lung Cancer Center/Lung Cancer Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, People's Republic of China.
| |
Collapse
|
36
|
Wang C, Chen Y, Zhou R, Yang Y, Fang Y. Systematic Analysis of Tumor Stem Cell-related Gene Characteristics to Predict the PD-L1 Immunotherapy and Prognosis of Gastric Cancer. Curr Med Chem 2024; 31:2467-2482. [PMID: 37936456 DOI: 10.2174/0109298673278775231101064235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 10/11/2023] [Accepted: 10/24/2023] [Indexed: 11/09/2023]
Abstract
AIMS We aimed to develop a prognostic model with stemness-correlated genes to evaluate prognosis and immunotherapy responsiveness in gastric cancer (GC). BACKGROUND Tumor stemness is related to intratumoral heterogeneity, immunosuppression, and anti-tumor resistance. We developed a prognostic model with stemness-correlated genes to evaluate prognosis and immunotherapy responsiveness in GC. OBJECTIVE We aimed to develop a prognostic model with stemness-correlated genes to evaluate prognosis and immunotherapy responsiveness in GC. METHODS We downloaded single-cell RNA sequencing (scRNA-seq) data of GC patients from the Gene-Expression Omnibus (GEO) database and screened GC stemness- related genes using CytoTRACE. We characterized the association of tumor stemness with immune checkpoint blockade (ICB) and immunity. Thereafter, a 9-stemness signature-based prognostic model was developed using weighted gene co-expression network analysis (WGCNA), univariate Cox regression analysis, and the least absolute shrinkage and selection operator (LASSO) regression analysis. The model predictive value was evaluated with a nomogram. RESULTS Early GC patients had significantly higher levels of stemness. The stemness score showed a negative relationship to tumor immune dysfunction and exclusion (TIDE) score and immune infiltration, especially T cells and B cells. A stemness-based signature based on 9 genes (ERCC6L, IQCC, NKAPD1, BLMH, SLC25A15, MRPL4, VPS35, SUMO3, and CINP) was constructed with good performance in prognosis prediction, and its robustness was validated in GSE26942 cohort. Additionally, nomogram and risk score exhibited the most powerful ability for prognosis prediction. High-risk patients exhibited a tendency to develop immune escape and low response to PD-L1 immunotherapy. CONCLUSION We developed a stemness-based gene signature for prognosis prediction with accuracy and reliability. This signature also helps clinical decision-making of immunotherapy for GC patients.
Collapse
Affiliation(s)
- Chenchen Wang
- Department of Gastrointestinal Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200000, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200000, China
| | - Ying Chen
- Department of Oncology, Tongren Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200032, China
| | - Ru Zhou
- Department of General Surgery, Ruijin Hospital Luwan Branch, Shanghai Jiaotong University School of Medicine, Shanghai, 200000, China
| | - Ya'nan Yang
- Department of Gastrointestinal Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200000, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200000, China
| | - Yantian Fang
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200000, China
- Department of Gastric Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
| |
Collapse
|
37
|
Chen B, Diallo MT, Ma Y, Yu W, Yao Q, Gao S, Yu Y, Sun Q, Wang Y, Ren J, Wang D. Fam198b as a novel biomarker for gastric cancer and a potential therapeutic target to prevent tumor cell proliferation dysregulation. Transl Oncol 2024; 39:101824. [PMID: 37939629 PMCID: PMC10652145 DOI: 10.1016/j.tranon.2023.101824] [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: 06/30/2023] [Revised: 11/02/2023] [Accepted: 11/02/2023] [Indexed: 11/10/2023] Open
Abstract
BACKGROUND It has been reported that the human family with sequence similarity 198, member B (Fam198b) play an important role in the occurrence and development of various cancers. Nevertheless, its function in gastric cancer is not completely clear. Hereby, we investigated the function and prognostic value of Fam198b in gastric cancer and further validated the results in gastric cancer through a series of in vitro experiments. METHODS We used R software and online bioinformatics analysis tools-GEPIA2, TIMER2, Kaplan-Meier plotter, cBioPortal, TISIDB COSMIC, and STRING to study the characteristics and functions of Fam198b in GC, such as aberrant expression, prognostic value, genomic alterations, immune microenvironment, anticancer drug sensitivity, and related signaling pathways. In addition, in vitro experiments such as immunohistochemistry (IHC), cell function experiments, and signaling pathway experiments were performed to validate the key conclusions. RESULT Fam198b is obviously highly expressed in gastric cancer, and its expression is intensively correlated with tumor prognosis. The etiology of abnormal Fam198b expression was superficially investigated and validated by associating genomic alterations and the immune microenvironment. Furthermore, Fam198b is intensively correlated with the sensitivity of multiple antitumor drugs. It was demonstrated by functional enrichment analysis that Fam198b was linked to myogenesis, angiogenesis, epithelial mesenchymal transition and cytokine binding. It was observed in vitro experiments that knockdown Fam198b could significantly inhibit tumor cell proliferation and migration. These results were reversed when Fam198b was overexpressed. It was validated by signaling pathway experiments that Fam198b promoted gastric cancer progression by up-regulating the PI3K/AKT/BCL-2 signaling pathway. CONCLUSION As a novel biomarker to predict GC prognosis and tumor progression, Fam198b is a promising therapeutic target to reverse tumor progression.
Collapse
Affiliation(s)
- Bangquan Chen
- Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China
| | - Maladho Tanta Diallo
- Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China
| | - Yue Ma
- Northern Jiangsu People's Hospital , Medical School of Nanjing University, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China
| | - Wenhao Yu
- Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China
| | - Qing Yao
- Northern Jiangsu People's Hospital Affiliated to Dalian Medical University, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China
| | - Shuyang Gao
- Northern Jiangsu People's Hospital Affiliated to Dalian Medical University, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China
| | - Yantao Yu
- Northern Jiangsu People's Hospital Affiliated to Dalian Medical University, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China
| | - Qiannan Sun
- Northern Jiangsu People's Hospital, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China
| | - Yong Wang
- Northern Jiangsu People's Hospital, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China
| | - Jun Ren
- Northern Jiangsu People's Hospital, Yangzhou 225001, PR China; Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China.
| | - Daorong Wang
- Northern Jiangsu People's Hospital, Yangzhou 225001, PR China; Northern Jiangsu People's Hospital Affiliated to Yangzhou University, Yangzhou 225001, PR China; General Surgery Institute of Yangzhou, Yangzhou University, Yangzhou 225001, PR China; Yangzhou Key Laboratory of Basic and Clinical Transformation of Digestive and Metabolic Diseases, PR China.
| |
Collapse
|
38
|
Lei Y, He L, Li Y, Hou J, Zhang H, Li G. PDLIM1 interacts with HK2 to promote gastric cancer progression through enhancing the Warburg effect via Wnt/β-catenin signaling. Cell Tissue Res 2024; 395:105-116. [PMID: 37930472 DOI: 10.1007/s00441-023-03840-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: 04/27/2023] [Accepted: 10/27/2023] [Indexed: 11/07/2023]
Abstract
PDZ and LIM domain protein 1 (PDLIM1) is a cytoskeletal protein and is associated with the malignant pathological features of several tumors. However, the prognostic value of PDLIM1 and the molecular mechanisms by which it is involved in the metabolism and progression in gastric cancer (GC) are still unclear. The GEPIA database was used to predict the expression and prognosis of PDLIM1 in GC. qRT-PCR and western blot assays were applied to detect the mRNA and protein expression in GC tissues and cells. Loss- and gain-of-function experiments were performed to evaluate the biological role of PDLIM1 in GC cells. The Warburg effect was detected by a battery of glycolytic indicators. The interaction of PDLIM1 and hexokinase 2 (HK2) was determined by a co-immunoprecipitation assay. Furthermore, the modulatory effects of PDLIM1 and HK2 on Wnt/β-catenin signaling were assessed. The results showed that PDLIM1 expression was upregulated in GC tissues and cells and was associated with a poor prognosis for GC patients. PDLIM1 inhibition reduced GC cell proliferation, migration and invasion and promoted cell apoptosis. In the glucose deprivation (GLU-D) condition, the PDLIM1 level was reduced and PDLIM1 overexpression led to an increase in glycolysis. Besides, mechanistic investigation showed that PDLIM1 interacted with HK2 to mediate biological behaviors and the glycolysis of GC through Wnt/β-catenin signaling under glucose deprivation. In conclusion, PDLIM1 interacts with HK2 to promote gastric cancer progression by enhancing the Warburg effect via Wnt/β-catenin signaling.
Collapse
Affiliation(s)
- Yunpeng Lei
- Department of Gastrointestinal Surgery, Peking University Shenzhen Hospital, NO. 1120, Lianhua Road, Futian District, Shenzhen, Guangdong, 518036, China
| | - Lirui He
- Department of Gastrointestinal Surgery, Peking University Shenzhen Hospital, NO. 1120, Lianhua Road, Futian District, Shenzhen, Guangdong, 518036, China
| | - Yue Li
- Department of Gastrointestinal Surgery, Peking University Shenzhen Hospital, NO. 1120, Lianhua Road, Futian District, Shenzhen, Guangdong, 518036, China
| | - Jianing Hou
- Department of Gastrointestinal Surgery, Peking University Shenzhen Hospital, NO. 1120, Lianhua Road, Futian District, Shenzhen, Guangdong, 518036, China
| | - Haoran Zhang
- Department of Gastrointestinal Surgery, Peking University Shenzhen Hospital, NO. 1120, Lianhua Road, Futian District, Shenzhen, Guangdong, 518036, China
| | - Guan Li
- Department of Gastrointestinal Surgery, Peking University Shenzhen Hospital, NO. 1120, Lianhua Road, Futian District, Shenzhen, Guangdong, 518036, China.
| |
Collapse
|
39
|
Shang Z, Ma Z, Wu E, Chen X, Tuo B, Li T, Liu X. Effect of metabolic reprogramming on the immune microenvironment in gastric cancer. Biomed Pharmacother 2024; 170:116030. [PMID: 38128177 DOI: 10.1016/j.biopha.2023.116030] [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: 10/02/2023] [Revised: 12/03/2023] [Accepted: 12/14/2023] [Indexed: 12/23/2023] Open
Abstract
Gastric cancer (GC) is a malignant tumor of the gastrointestinal tract with a high mortality rate worldwide, a low early detection rate and a poor prognosis. The rise of metabolomics has facilitated the early detection and treatment of GC. Metabolism in the GC tumor microenvironment (TME) mainly includes glucose metabolism, lipid metabolism and amino acid metabolism, which provide energy and nutrients for GC cell proliferation and migration. Abnormal tumor metabolism can influence tumor progression by regulating the functions of immune cells and immune molecules in the TME, thereby contributing to tumor immune escape. Thus, in this review, we summarize the impact of metabolism on the TME during GC progression. We also propose novel strategies to modulate antitumor immune responses by targeting metabolism.
Collapse
Affiliation(s)
- Zhengye Shang
- Department of Gastroenterology, Digestive Disease Hospital, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou Province, China
| | - Zhiyuan Ma
- Department of Gastroenterology, Digestive Disease Hospital, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou Province, China
| | - Enqin Wu
- Department of Gastroenterology, Digestive Disease Hospital, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou Province, China
| | - Xingzhao Chen
- Department of Gastroenterology, Digestive Disease Hospital, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou Province, China
| | - Biguang Tuo
- Department of Gastroenterology, Digestive Disease Hospital, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou Province, China
| | - Taolang Li
- Department of General Surgery, Affiliated Hospital of Zunyi Medical University, Dalian Road 149, Zunyi 563000, China.
| | - Xuemei Liu
- Department of Gastroenterology, Digestive Disease Hospital, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou Province, China.
| |
Collapse
|
40
|
Le J, Pan G, Zhang C, Chen Y, Tiwari AK, Qin JJ. Targeting ferroptosis in gastric cancer: Strategies and opportunities. Immunol Rev 2024; 321:228-245. [PMID: 37903748 DOI: 10.1111/imr.13280] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 09/20/2023] [Accepted: 09/21/2023] [Indexed: 11/01/2023]
Abstract
Ferroptosis is a novel form of programmed cell death morphologically, genetically, and biochemically distinct from other cell death pathways and characterized by the accumulation of iron-dependent lipid peroxides and oxidative damage. It is now understood that ferroptosis plays an essential role in various biological processes, especially in the metabolism of iron, lipids, and amino acids. Gastric cancer (GC) is a prevalent malignant tumor worldwide with low early diagnosis rates and high metastasis rates, accounting for its relatively poor prognosis. Although chemotherapy is commonly used to treat GC, drug resistance often leads to poor therapeutic outcomes. In the last several years, extensive research on ferroptosis has highlighted its significant potential in GC therapy, providing a promising strategy to address drug resistance associated with standard cancer therapies. In this review, we offer an extensive summary of the key regulatory factors related to the mechanisms underlying ferroptosis. Various inducers and inhibitors specifically targeting ferroptosis are uncovered. Additionally, we explore the prospective applications and outcomes of these agents in the field of GC therapy, emphasizing their capacity to improve the outcomes of this patient population.
Collapse
Affiliation(s)
- Jiahan Le
- School of Life Sciences, Zhejiang Chinese Medical University, Hangzhou, China
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
| | - Guangzhao Pan
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
| | - Che Zhang
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- School of Molecular Medicine, Hangzhou Institute for Advanced Study, UCAS, Hangzhou, China
| | - Yitao Chen
- School of Life Sciences, Zhejiang Chinese Medical University, Hangzhou, China
| | - Amit K Tiwari
- Department of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Jiang-Jiang Qin
- Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China
- School of Molecular Medicine, Hangzhou Institute for Advanced Study, UCAS, Hangzhou, China
| |
Collapse
|
41
|
Kim TH, Lee D, Oh HJ, Ham IH, Lee DM, Lee Y, Zhang Z, Ke D, Hur H. Targeting GAS6/AXL signaling improves the response to immunotherapy by restoring the anti-immunogenic tumor microenvironment in gastric cancer. Life Sci 2023; 335:122230. [PMID: 37952835 DOI: 10.1016/j.lfs.2023.122230] [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: 07/01/2023] [Revised: 09/28/2023] [Accepted: 10/29/2023] [Indexed: 11/14/2023]
Abstract
AIMS Immunotherapy has shown remarkable effects on several malignancies; however, its impact on gastric cancers has been limited. Therefore, a novel strategy to overcome resistance to immunotherapy is required. In this study, we compared the gene expression profiles of two murine GC cell lines that exhibited different effects on tumor immunity. The functions of specific genes related to negative tumor immunity and the impact of a specific inhibitor were evaluated in syngeneic GC mouse models. MATERIALS AND METHODS RT-PCR and Western blotting validated Gas6 and AXL expression in murine cell lines. RT-PCR compared YTN16 and YTN3 GC cell's impact on T cell activation. AXL, the receptor for GAS6 in YTN16, was validated by western blotting. Gas6 was inhibited in YTN16 cells using shRNA, and then the gene expression pattern, effects to T cell activation, and tumor growth were assessed. YTN16 cells were injected into mice and treated with CCB-3233, anti-PD-1 antibody, or both. Immunohistochemistry and flow cytometry evaluated tumor-infiltrating immune cells. KEY FINDINGS YTN16 cells expressed more Gas6 and had reduced T cell activation compared to YTN3 cells. AXL activation was higher in YTN16. CCB-3233 reduced AXL phosphorylation. Knocking down Gas6 in YTN16 reduced immunosuppression-related genes and increased tumor-infiltrating T cells. Combined CCB-3233 and anti-PD-1 treatment reduced tumor growth and increased T-cell infiltration. Human GC data revealed a negative correlation between GAS6 and immune activation-related genes. SIGNIFICANCE The GAS6/AXL pathway contributes to immunotherapy resistance in GC. Targeting this pathway may be a novel therapeutic strategy.
Collapse
Affiliation(s)
- Tae Hoon Kim
- Cancer Biology Graduate Program, Ajou University School of Medicine, Suwon, Republic of Korea; Department of Surgery, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Dagyeong Lee
- AI-Super Convergence KIURI Translational Research Center, Ajou University School of Medicine, Suwon, Republic of Korea; Department of Surgery, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Hye Jeong Oh
- Department of Surgery, Ajou University School of Medicine, Suwon, Republic of Korea
| | - In-Hye Ham
- Inflamm-Aging Translational Research Center, Ajou University School of Medicine, Suwon, Republic of Korea; Department of Surgery, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Dong Min Lee
- Department of Surgery, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Yulim Lee
- Cancer Biology Graduate Program, Ajou University School of Medicine, Suwon, Republic of Korea; Department of Surgery, Ajou University School of Medicine, Suwon, Republic of Korea
| | - Zhang Zhang
- School of Pharmacy, Jinan University, Guangzhou, China
| | - Ding Ke
- School of Pharmacy, Jinan University, Guangzhou, China
| | - Hoon Hur
- Cancer Biology Graduate Program, Ajou University School of Medicine, Suwon, Republic of Korea; Inflamm-Aging Translational Research Center, Ajou University School of Medicine, Suwon, Republic of Korea; Department of Surgery, Ajou University School of Medicine, Suwon, Republic of Korea.
| |
Collapse
|
42
|
Wang J, Deng R, Chen S, Deng S, Hu Q, Xu B, Li J, He Z, Peng M, Lei S, Ma T, Chen Z, Zhu H, Zuo C. Helicobacter pylori CagA promotes immune evasion of gastric cancer by upregulating PD-L1 level in exosomes. iScience 2023; 26:108414. [PMID: 38047083 PMCID: PMC10692710 DOI: 10.1016/j.isci.2023.108414] [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: 07/03/2023] [Revised: 10/01/2023] [Accepted: 11/02/2023] [Indexed: 12/05/2023] Open
Abstract
Cytotoxin-associated gene A (CagA) of Helicobacter pylori (Hp) may promote immune evasion of Hp-infected gastric cancer (GC), but potential mechanisms are still under explored. In this study, the positive rates of CagA and PD-L1 protein in tumor tissues and the high level of exosomal PD-L1 protein in plasma exosomes were significantly associated with the elevated stages of tumor node metastasis (TNM) in Hp-infected GC. Moreover, the positive rate of CagA was positively correlated with the positive rate of PD-L1 in tumor tissues and the level of PD-L1 protein in plasma exosomes, and high level of exosomal PD-L1 might indicate poor prognosis of Hp-infected GC. Mechanically, CagA increased PD-L1 level in exosomes derived from GC cells by inhibiting p53 and miRNA-34a, suppressing proliferation and anticancer effect of CD8+ T cells. This study provides sights for understanding immune evasion mediated by PD-L1. Targeting CagA and exosomal PD-L1 may improve immunotherapy efficacy of Hp-infected GC.
Collapse
Affiliation(s)
- Jinfeng Wang
- Department of Gastroduodenal and Pancreatic Surgery, Translational Medicine Joint Research Center of Liver Cancer, Laboratory of Digestive Oncology, Hunan Cancer Hospital & The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Clinical Research Center For Tumor of Pancreaticobiliary Duodenal Junction In Hunan Province, Changsha 410013, Hunan, China
| | - Rilin Deng
- Institute of Pathogen Biology and Immunology, College of Biology, State Key Laboratory of Chemo/Biosensing and Chemometrics, Hunan University, Changsha 410082, Hunan, China
| | - Shuai Chen
- School of Integrated Traditional Chinese and Western Medicine, Hunan University of Traditional Chinese Medicine, Changsha 410208, Hunan, China
| | - Shun Deng
- Department of Gastroduodenal and Pancreatic Surgery, Translational Medicine Joint Research Center of Liver Cancer, Laboratory of Digestive Oncology, Hunan Cancer Hospital & The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Clinical Research Center For Tumor of Pancreaticobiliary Duodenal Junction In Hunan Province, Changsha 410013, Hunan, China
| | - Qi Hu
- Graduates School, University of South China, Hengyang 421001, Hunan, China
| | - Biaoming Xu
- Graduates School, University of South China, Hengyang 421001, Hunan, China
| | - Junjun Li
- Department of Pathology, Hunan Cancer Hospital & The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha 410013, Hunan, China
| | - Zhuo He
- Department of Gastroduodenal and Pancreatic Surgery, Translational Medicine Joint Research Center of Liver Cancer, Laboratory of Digestive Oncology, Hunan Cancer Hospital & The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Clinical Research Center For Tumor of Pancreaticobiliary Duodenal Junction In Hunan Province, Changsha 410013, Hunan, China
| | - Mingjing Peng
- Department of Gastroduodenal and Pancreatic Surgery, Translational Medicine Joint Research Center of Liver Cancer, Laboratory of Digestive Oncology, Hunan Cancer Hospital & The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Clinical Research Center For Tumor of Pancreaticobiliary Duodenal Junction In Hunan Province, Changsha 410013, Hunan, China
| | - Sanlin Lei
- Department of General Surgery, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China
| | - Tiexiang Ma
- The Third Department of General Surgery, The Central Hospital of Xiangtan City, Xiangtan 411100, Hunan, China
| | - Zhuo Chen
- Molecular Science and Biomedicine Laboratory (MBL), State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, College of Biology, Aptamer Engineering Center of Hunan Province, Hunan University, Changsha 410082, Hunan, China
| | - Haizhen Zhu
- Institute of Pathogen Biology and Immunology, College of Biology, State Key Laboratory of Chemo/Biosensing and Chemometrics, Hunan University, Changsha 410082, Hunan, China
| | - Chaohui Zuo
- Department of Gastroduodenal and Pancreatic Surgery, Translational Medicine Joint Research Center of Liver Cancer, Laboratory of Digestive Oncology, Hunan Cancer Hospital & The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Clinical Research Center For Tumor of Pancreaticobiliary Duodenal Junction In Hunan Province, Changsha 410013, Hunan, China
- School of Integrated Traditional Chinese and Western Medicine, Hunan University of Traditional Chinese Medicine, Changsha 410208, Hunan, China
- Graduates School, University of South China, Hengyang 421001, Hunan, China
| |
Collapse
|
43
|
Yang Y, Yang J, Zhu N, Qiu H, Feng W, Chen Y, Chen X, Chen Y, Zheng W, Liang M, Lin T, Yu J, Guo Z. Tumor-targeting hydroxyapatite nanoparticles for remodeling tumor immune microenvironment (TIME) by activating mitoDNA-pyroptosis pathway in cancer. J Nanobiotechnology 2023; 21:470. [PMID: 38062467 PMCID: PMC10704647 DOI: 10.1186/s12951-023-02231-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Accepted: 11/24/2023] [Indexed: 12/18/2023] Open
Abstract
In recent years, immunotherapy has emerged as a promising strategy for treating solid tumors, although its efficacy remains limited to a subset of patients. Transforming non-responsive "cold" tumor types into immuno-responsive "hot" ones is critical to enhance the efficacy of immune-based cancer treatments. Pyroptosis, a programmed cell death mechanism, not only effectively eliminates tumor cells but also triggers a potent inflammatory response to initiate anti-tumor immune activities. This sheds light on the potential of pyroptosis to sensitize tumors to immune therapy. Hence, it is urgent to explore and develop novel treatments (e.g., nanomedicines) which are capable of inducing pyroptosis. In this study, we constructed tumor-targeting nanoparticles (CS-HAP@ATO NPs) by loading atorvastatin (ATO) onto chondroitin sulfate (CS) modified hydroxyapatite (HAP) nanoparticles (CS-HAP). CS was strategically employed to target tumor cells, while HAP exhibited the capacity to release calcium ions (Ca2+) in response to the tumor microenvironment. Moreover, ATO disrupted the mitochondrial function, leading to intracellular energy depletion and consequential changes in mitochondrial membrane permeability, followed by the influx of Ca2+ into the cytoplasm and mitochondria. CS and HAP synergetically augmented mitochondrial calcium overload, inciting the production of substantial amount of reactive oxygen species (ROS) and the subsequent liberation of oxidized mitochondrial DNA (OX-mitoDNA). This intricate activation process promoted the assembly of inflammasomes, most notably the NLRP3 inflammasome, followed by triggering caspase-1 activation. The activated caspase-1 was able to induce gasderminD (GSDMD) protein cleavage and present the GSDM-N domain, which interacted with phospholipids in the cell membrane. Then, the cell membrane permeability was raised, cellular swelling was observed, and abundant cell contents and inflammatory mediators were released. Ultimately, this orchestrated sequence of events served to enhance the anti-tumor immunoresponse within the organism.
Collapse
Affiliation(s)
- Yuxuan Yang
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China
| | - Jia Yang
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China
- Department of General Surgery, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, 441021, China
| | - Nan Zhu
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China
| | - Haosen Qiu
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China
| | - Wenxiang Feng
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China
| | - Ying Chen
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China
| | - Xinhua Chen
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China
| | - Yuehong Chen
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China
| | - Wenbo Zheng
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China
| | - Min Liang
- Department of Oncology, Innovation Centre for Advanced Interdisciplinary Medicine, Guangzhou Key Laboratory of Enhanced Recovery after Abdominal Surgery, The Fifth Affiliated Hospital of Guangzhou Medical University, Guangzhou Medical University, Guangzhou, 510700, China.
| | - Tian Lin
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China.
| | - Jiang Yu
- Department of General Surgery, Nanfang Hospital, Southern medical University, Guangzhou, 510515, China.
| | - Zhaoze Guo
- Breast Division, Department of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
| |
Collapse
|
44
|
Sun X, Li Q, Xu G. Identification and validation of an immune-relevant risk signature predicting survival outcome and immune infiltration in uveal melanoma. Int Ophthalmol 2023; 43:4689-4700. [PMID: 37688652 DOI: 10.1007/s10792-023-02869-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: 02/06/2023] [Accepted: 08/20/2023] [Indexed: 09/11/2023]
Abstract
PURPOSE The current study aimed to reveal a novel immune-related signature to evaluate immune infiltration status and the survival outcome for patients with uveal melanoma (UM). METHODS Based on 80 UM samples from the Cancer Genome Atlas, the transcriptome gene expression and clinical characteristics were analyzed to identify immune-related genes that contributed most to prognosis based on LASSO Cox regression. By combining the gene expression level with the corresponding regression coefficient, a risk score was calculated and all patients were divided into high- and low-risk groups. Survival, tumor-infiltrating immune cell abundance, dysregulated signaling pathways, immunophenoscore and tumor mutation burden were compared between two groups. Validation of the risk signature was performed in GSE22138 and GSE44295 cohort. For evaluating the immunotherapy efficacy, 348 advanced urothelial cancer patients treated with immune checkpoint inhibitor (ICI) were used for external validation. RESULTS Nine immune-related prognostic genes were identified under the LASSO Cox regression in the TCGA cohort; they are ACKR2, AREG, CCL5, CLEC11A, IGKV1-33, IL36B, NROB1, TRAV8-4 and TRBV28. Better prognosis, elevated immune cell infiltration, decreased immune-suppressive cell infiltration, immune response-related pathways and higher immunophenoscore were found in low-risk patients, with better ICI treatment response rate. CONCLUSION The identified immune risk signature was demonstrated to be associated with the favorable immune infiltration, prognosis and immunotherapeutic efficacy, which may provide clues for survival evaluation and immune treatment.
Collapse
Affiliation(s)
- Xiao Sun
- Tianjin Eye Hospital, Tianjin Key Lab of Ophthalmology and Visual Science, Tianjin Eye Institute, Nankai University Affiliated Eye Hospital, Clinical College of Ophthalmology, Tianjin Medical University, Gansu Road 4, Heping District, Tianjin, 300020, China.
| | - Qingmin Li
- School of Medicine, Nankai University, Tianjin, 300071, China
| | - Guijun Xu
- Tianjin Hospital, Tianjin, 300211, China
| |
Collapse
|
45
|
Ren B, Yang Y, Lv Y, Liu K. Survival benefits of palliative gastrectomy for gastric cancer patients with liver metastasis: a population-based propensity score-matched cohort analysis. Front Oncol 2023; 13:1309699. [PMID: 38107061 PMCID: PMC10722504 DOI: 10.3389/fonc.2023.1309699] [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: 10/08/2023] [Accepted: 11/08/2023] [Indexed: 12/19/2023] Open
Abstract
Background and aims Palliative primary tumor resection (pPTR) can benefit colorectal cancer patients with liver metastasis. Whether pPTR benefiting gastric cancer (GC) patients with liver metastasis is still controversial. Methods Data on patients with metastatic GC diagnosed between 2010 to 2019 was extracted from SEER database. Propensity score analysis with 1:1 matching was performed. The univariable and multivariable Cox proportional hazards regression models were used to explore prognostic factors. Kaplan-Meier method was used to analyze survival outcomes. Results Of 5691 GC patients with liver metastasis, 468 were included in the matched cohorts. The results showed that the median survival time was 6 months in the non-surgery groups and 14.5 months in the surgery groups (p < 0.001). Multivariable analysis showed that surgery was a protective prognostic factor for overall survival [hazard ratio (HR) = 0.416] as well as cancer-specific survival (HR = 0.417). Also, pPTR was only recommended for GC patients with isolated liver metastasis. Moreover, pPTR combined with chemotherapy brought the greatest therapeutic effect. Conclusion pPTR benefits GC patients with isolated liver metastasis, and GC patients with liver metastasis receiving pPTR combined with chemotherapy had the best survival outcomes than any other therapeutic model.
Collapse
Affiliation(s)
- Bingyi Ren
- Department of Hepatobiliary Surgery, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- National Local Joint Engineering Research Center for Precision Surgery and Regenerative Medicine, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Yichen Yang
- Department of Hepatobiliary Surgery, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- National Local Joint Engineering Research Center for Precision Surgery and Regenerative Medicine, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Yi Lv
- Department of Hepatobiliary Surgery, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- National Local Joint Engineering Research Center for Precision Surgery and Regenerative Medicine, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Kang Liu
- Department of Hepatobiliary Surgery, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
- National Local Joint Engineering Research Center for Precision Surgery and Regenerative Medicine, First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi, China
| |
Collapse
|
46
|
He T, Sun X, Wu C, Yao L, Zhang Y, Liu S, Jiang Y, Li Y, Wang M, Xu Y. PROS1, a clinical prognostic biomarker and tumor suppressor, is associated with immune cell infiltration in breast cancer: A bioinformatics analysis combined with experimental verification. Cell Signal 2023; 112:110918. [PMID: 37827342 DOI: 10.1016/j.cellsig.2023.110918] [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: 06/09/2023] [Revised: 09/12/2023] [Accepted: 10/09/2023] [Indexed: 10/14/2023]
Abstract
BACKGROUND PROS1 is an encoding gene that can generate protein S. This protein is a glycoprotein found in plasma that conducts physiological functions with vitamin K. However, the impact of its expression remains absent in the progression and prognosis of breast cancer (BC). METHODS In this study, we comprehensively explored the expression of PROS1 in BC and its relationship with BC patient survival, prognosis, and other clinicopathological features. We investigated how PROS1 influenced the malignant biological behavior of BC cells. A series of enrichment analyses were conducted, and the immune landscape was explored in BC affected by PROS1. We also determined correlations between PROS1 and common drug sensitivities used for BC treatments. RESULTS PROS1 had low expression in BC, which tended to result in poor survival of BC patients. Overexpressed PROS1 inhibited the migration and invasion of BC cells as well as the epithelial-mesenchymal transition process by downregulating SNAIL. Functional enrichment analyses revealed that PROS1 was more active in extracellular matrix (ECM) organization and structural constituent, ECM-receptor interaction, and other pathways with its related genes. PROS1 was also found to affect immune activity, including various immune cells infiltrating BC. BC patients with high PROS1 expression tended to have lower IC50 values of three common medications and obtained better efficacy. CONCLUSIONS PROS1 can become a promising prognostic factor and a possible therapeutic target in BC patients and suppress BC cell metastatic potential. In addition, PROS1 is a crucial factor in immune infiltration in BC.
Collapse
Affiliation(s)
- Tianyi He
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang 110001, China
| | - Xiangyu Sun
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang 110001, China
| | - Chen Wu
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang 110001, China
| | - Litong Yao
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang 110001, China
| | - Yingfan Zhang
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang 110001, China
| | - Shiyang Liu
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang 110001, China
| | - Yuhan Jiang
- Program for Cancer and Cell Biology, Department of Human Anatomy, Histology and Embryology, School of Basic Medical Sciences, PKU International Cancer Institute, MOE Key Laboratory of Carcinogenesis and Translational Research and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing 100191, China
| | - Yixiao Li
- Program for Cancer and Cell Biology, Department of Human Anatomy, Histology and Embryology, School of Basic Medical Sciences, PKU International Cancer Institute, MOE Key Laboratory of Carcinogenesis and Translational Research and State Key Laboratory of Natural and Biomimetic Drugs, Peking University Health Science Center, Beijing 100191, China
| | - Mozhi Wang
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang 110001, China
| | - Yingying Xu
- Department of Breast Surgery, the First Hospital of China Medical University, Shenyang 110001, China.
| |
Collapse
|
47
|
Quan Q, Guo L, Huang L, Liu Z, Guo T, Shen Y, Ding S, Liu C, Cao L. Expression and clinical significance of PD-L1 and infiltrated immune cells in the gastric adenocarcinoma microenvironment. Medicine (Baltimore) 2023; 102:e36323. [PMID: 38050283 PMCID: PMC10695517 DOI: 10.1097/md.0000000000036323] [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: 08/07/2023] [Accepted: 11/03/2023] [Indexed: 12/06/2023] Open
Abstract
Programmed death-ligand 1 (PD-L1) is a crucial negative costimulatory molecule expressed on both tumor and immune cells. It binds to programmed death-1, facilitating tumor escape. Tumor-infiltrating immune cells play a vital role in this process. However, the clinical relationship between PD-L1 expression and tumor-infiltrating immune cells remains uncertain. Immunohistochemistry (IHC) was utilized to assess PD-L1 expression and TIIC markers (CD3, CD4, CD8, CD19, CD31, CD68, CD11c, CD56, and α-smooth muscle actin) in gastric adenocarcinoma tissues from 268 patients. The aim was to explore the prognostic significance of PD-L1 and the infiltration of different immune cell types. The study analyzed overall survival and the correlations between PD-L1 expression, immune cell infiltration, and clinicopathological characteristics. Among the 268 patients, 52 (19.40%) exhibited high PD-L1 expression on tumor cells (TPD-L1), while 167 (62.31%) displayed high PD-L1 expression on immune cells (IPD-L1). Patients with high IPD-L1 expression showed improved survival compared to those with low IPD-L1 expression (P = .028). High TPD-L1 expression associated with various clinicopathological features, such as larger tumor size, poorer differentiation, deeper invasion depth, and higher tumor stage. Conversely, patients with high IPD-L1 expression exhibited shallower tumor invasion and lower mortality rates. Univariate analysis indicated that superficial tumor infiltration, absence of lymph node and distant metastasis, low tumor stage, high IPD-L1 expression, and elevated CD8 and CD19 expression were associated with a reduced risk of tumor progression. Multivariate analysis revealed that patients with high IPD-L1 and CD8 expression or high TPD-L1 and low CD31 expression experienced significantly better overall survival than patients with other combinations. The findings indicate that patients with high PD-L1 expression in immune cells have a substantially improved prognosis. Additionally, the combination of PD-L1 with CD8 or CD31 expression status can serve as an indicator of prognosis in patients with gastric adenocarcinoma.
Collapse
Affiliation(s)
- Qiuying Quan
- Department of Pathology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Lingchuan Guo
- Department of Pathology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Lili Huang
- Department of Clinical Laboratory, Children’s Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Zhiju Liu
- Department of Pathology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Tianwei Guo
- Department of Pathology, Changshu Hospital of Affiliated to Nanjing University of Chinese Medicine, Changshu, Jiangsu, China
| | - Yu Shen
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Sisi Ding
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Cuiping Liu
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Lei Cao
- Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
- Jiangsu Key Laboratory of Clinical Immunology, Soochow University, Suzhou, Jiangsu, China
- Jiangsu Key Laboratory of Gastrointestinal Tumor Immunology, Suzhou, Jiangsu, China
| |
Collapse
|
48
|
Lu L, Yu M, Huang W, Chen H, Jiang G, Li G. Construction of stomach adenocarcinoma prognostic signature based on anoikis-related lncRNAs and clinical significance. Libyan J Med 2023; 18:2220153. [PMID: 37300839 DOI: 10.1080/19932820.2023.2220153] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 05/27/2023] [Indexed: 06/12/2023] Open
Abstract
As a dominant type of gastric cancer, stomach adenocarcinoma (STAD) is characterized by high morbidity and mortality rates. Anoikis factors participate in tumor metastasis and invasion. This study was designed to identify prognostic risk factors in anoikis-related long non-coding RNAs (lncRNAs) for STAD. First, with STAD expression datasets and anoikis-related gene sets downloaded from public databases, anoikis-related prognostic lncRNA signatures (AC091057.1, ADAMTS9.AS1, AC090825.1, AC084880.3, EMX2OS, HHIP.AS1, AC016583.2, EDIL3.DT, DIRC1, LINC01614, and AC103702.2) were screened by Cox regression to establish a prognostic risk model. Kaplan-Meier and receiver operating characteristic curves were used to evaluate the survival status of patients and verify predictive accuracy of the model. Besides, risk score could be an independent prognostic factor to assess the prognosis of STAD patients. Nomograms of the prognostic model that combined clinical information and risk score could effectively predict survival of STAD patients, as validated by calibration curve. Gene ontology and Kyoto encyclopedia of genes and genomes enrichment analyses were performed for differentially expressed genes (DEGs) in high- and low-risk groups. These DEGs were related to neurotransmitter transmission, signal transmission, and endocytosis. Moreover, we analyzed immune status of different risk groups and found that STAD patients in low-risk group were more sensitive to immunotherapy. A prognostic risk assessment model for STAD using anoikis-related lncRNA genes was constructed here, which was proven to have high predictive accuracy and thus could offer a reference for prognostic evaluation and clinical treatment of STAD patients.
Collapse
Affiliation(s)
- Lina Lu
- Gastroenterology Department, Jinhua Wenrong Hospital, Jinhua City, Zhejiang Province, China
| | - Min Yu
- Department of Hepatobiliary Pancreatic Surgery, Jinhua Hospital Affiliated to Zhejiang University, Jinhua City, Zhejiang Province, China
| | - Wei Huang
- Gastroenterology Department, Jinhua Wenrong Hospital, Jinhua City, Zhejiang Province, China
| | - Hui Chen
- Gastroenterology Department, Jinhua Wenrong Hospital, Jinhua City, Zhejiang Province, China
| | - Guofa Jiang
- Gastroenterology Department, Jinhua Wenrong Hospital, Jinhua City, Zhejiang Province, China
| | - Gangxiu Li
- Gastroenterology Department, Jinhua Wenrong Hospital, Jinhua City, Zhejiang Province, China
| |
Collapse
|
49
|
Kang K, Li X, Peng Y, Zhou Y. Comprehensive Analysis of Disulfidptosis-Related LncRNAs in Molecular Classification, Immune Microenvironment Characterization and Prognosis of Gastric Cancer. Biomedicines 2023; 11:3165. [PMID: 38137387 PMCID: PMC10741100 DOI: 10.3390/biomedicines11123165] [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: 10/01/2023] [Revised: 11/20/2023] [Accepted: 11/23/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND Disulfidptosis is a novel form of programmed cell death that unveils promising avenues for the exploration of tumor treatment modalities. Gastric cancer (GC) is a malignant tumor characterized by high incidence and mortality rate. However, there has been no systematic study of disulfidptosis-related long noncoding RNAs (DRLs) signature in GC patients. METHODS The lncRNA expression profiles containing 412 GC samples were acquired from the Cancer Genome Atlas (TCGA) database. Differential expression analysis was performed alongside Pearson correlation analysis to identify DRLs. Prognostically significant DRLs were further screened using univariate COX regression analysis. Subsequently, LASSO regression and multifactorial COX regression analyses were employed to establish a risk signature composed of DRLs that exhibit independent prognostic significance. The predictive value of this risk signature was further validated in a test cohort. The ESTIMATE, CIBERSORT and ssGSEA methodologies were utilized to investigate the tumor immune microenvironment of GC populations with different DRLs profiles. Finally, the correlation between DRLs and various GC drug responses was explored. RESULTS We established a prognostic signature comprising 12 disulfidptosis-related lncRNAs (AC110491.1, AL355574.1, RHPN1-AS1, AOAH-IT1, AP001065.3, MEF2C-AS1, AC016394.2, LINC00705, LINC01952, PART1, TNFRSF10A-AS1, LINC01537). The Kaplan-Meier survival analysis revealed that patients in the high-risk group exhibited a poor prognosis. Both univariate and multivariate COX regression models demonstrated that the DRLs signature was an independent prognostic indicator in GC patients. Furthermore, the signature exhibited accurate predictions of survival at 1-, 3- and 5- years with the area under the curve (AUC) values of 0.708, 0.689 and 0.854, respectively. In addition, we also observed significant associations between the DRLs signature and various clinical variables, distinct immune landscape and drug sensitivity profiles in GC patients. The low-risk group patients may be more likely to benefit from immunotherapy and chemotherapy. CONCLUSIONS Our study investigated the role and potential clinical implications of DRLs in GC. The risk model constructed by DRLs demonstrated high accuracy in predicting the survival outcomes of GC and improving the treatment efficacy for GC patients.
Collapse
Affiliation(s)
- Kuo Kang
- Department of General Surgery, Xiangya Hospital, Central South University, Changsha 410008, China;
- Hunan Key Laboratory of Precise Diagnosis and Treatment of Gastrointestinal Tumor, Xiangya Hospital, Central South University, Changsha 410008, China
| | - Xuanxuan Li
- Department of Oncology, Xiangya Hospital, Central South University, Changsha 410008, China;
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, China
| | - Yuanhao Peng
- National Health Council Key Laboratory of Carcinogenesis, Cancer Research Institute and School of Basic Medicine, Central South University, Changsha 410078, China;
| | - Yangying Zhou
- Department of Oncology, Xiangya Hospital, Central South University, Changsha 410008, China;
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha 410008, China
| |
Collapse
|
50
|
Pan D, Chen H, Xu J, Lin X, Li L. Evaluation of vital genes correlated with CD8 + T cell infiltration as prognostic biomarkers in stomach adenocarcinoma. BMC Gastroenterol 2023; 23:399. [PMID: 37978443 PMCID: PMC10656896 DOI: 10.1186/s12876-023-03003-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 10/17/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND Infiltration of CD8 + T cells in the tumor microenvironment is correlated with better prognosis in various malignancies. Our study aimed to investigate vital genes correlated with CD8 + T cell infiltration in stomach adenocarcinoma (STAD) and develop a new prognostic model. METHODS Using the STAD dataset, differentially expressed genes (DEGs) were analyzed, and co-expression networks were constructed. Combined with the CIBERSORT algorithm, the most relevant module of WGCNA with CD8 + T cell infiltration was selected for subsequent analysis. The vital genes were screened out by univariate regression analysis to establish the risk score model. The expression of the viral genes was verified by lasso regression analysis and in vitro experiments. RESULTS Four CD8 + T cell infiltration-related genes (CIDEC, EPS8L3, MUC13, and PLEKHS1) were correlated with the prognosis of STAD. Based on these genes, a risk score model was established. We found that the risk score could well predict the prognosis of STAD, and the risk score was positively correlated with CD8 + T cell infiltration. The validation results of the gene expression were consistent with TCGA. Furthermore, the risk score was significantly higher in tumor tissues. The high-risk group had poorer overall survival (OS) in each subgroup. CONCLUSIONS Our study constructed a new risk score model for STAD prognosis, which may provide a new perspective to explore the tumor immune microenvironment mechanism in STAD.
Collapse
Affiliation(s)
- Dun Pan
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, No.20, ChaZhong Road, TaiJiang District, Fuzhou, 350000, Fujian Province, China
| | - Hui Chen
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, No.20, ChaZhong Road, TaiJiang District, Fuzhou, 350000, Fujian Province, China
| | - Jiaxiang Xu
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, No.20, ChaZhong Road, TaiJiang District, Fuzhou, 350000, Fujian Province, China
| | - Xin Lin
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, No.20, ChaZhong Road, TaiJiang District, Fuzhou, 350000, Fujian Province, China
| | - Liangqing Li
- Department of Gastrointestinal Surgery, The First Affiliated Hospital of Fujian Medical University, No.20, ChaZhong Road, TaiJiang District, Fuzhou, 350000, Fujian Province, China.
| |
Collapse
|