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Ge T, Wang Y, Han Y, Bao X, Lu C. Exploring the Updated Roles of Ferroptosis in Liver Diseases: Mechanisms, Regulators, and Therapeutic Implications. Cell Biochem Biophys 2024:10.1007/s12013-024-01611-3. [PMID: 39543068 DOI: 10.1007/s12013-024-01611-3] [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] [Accepted: 10/29/2024] [Indexed: 11/17/2024]
Abstract
Ferroptosis, a newly discovered mode of cell death, is a type of iron-dependent regulated cell death characterized by intracellular excessive lipid peroxidation and imbalanced redox. As the liver is susceptible to oxidative damage and the abnormal iron accumulation is a major feature of most liver diseases, studies on ferroptosis in the field of liver diseases are of great interest. Studies show that targeting the key regulators of ferroptosis can effectively alleviate or even reverse the deterioration process of liver diseases. System Xc- and glutathione peroxidase 4 are the main defense regulators of ferroptosis, while acyl-CoA synthetase long chain family member 4 is a key enzyme causing peroxidation in ferroptosis. Generally speaking, ferroptosis should be suppressed in alcoholic liver disease, non-alcoholic fatty liver disease, and drug-induced liver injury, while it should be induced in liver fibrosis and hepatocellular carcinoma. In this review, we summarize the main regulators involved in ferroptosis and then the mechanisms of ferroptosis in different liver diseases. Treatment options of drugs targeting ferroptosis are further concluded. Determining different triggers of ferroptosis can clarify the mechanism of ferroptosis occurs at both physiological and pathological levels.
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Affiliation(s)
- Ting Ge
- School of Pharmacy, Nantong University, Nantong, Jiangsu, China
| | - Yang Wang
- School of Pharmacy, Nantong University, Nantong, Jiangsu, China
| | - Yiwen Han
- School of Pharmacy, Nantong University, Nantong, Jiangsu, China
| | - Xiaofeng Bao
- School of Pharmacy, Nantong University, Nantong, Jiangsu, China
| | - Chunfeng Lu
- School of Pharmacy, Nantong University, Nantong, Jiangsu, China.
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Huang H, Wang X, Gao Z, Bao H, Yuan X, Chen C, Xia D, Wang X. A Platelet-Powered Drug Delivery System for Enhancing Chemotherapy Efficacy for Liver Cancer Using the Trojan Horse Strategy. Pharmaceutics 2024; 16:905. [PMID: 39065602 PMCID: PMC11279470 DOI: 10.3390/pharmaceutics16070905] [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: 06/03/2024] [Revised: 06/23/2024] [Accepted: 07/03/2024] [Indexed: 07/28/2024] Open
Abstract
Optimizing the delivery and penetration of nano-sized drugs within liver cancer sites, along with remodeling the tumor microenvironment, is crucial for enhancing the efficacy of chemotherapeutic agents. For this study, a platelet (PLT)-mediated nanodrug delivery system (DASA+ATO@PLT) was developed to improve the effectiveness of chemotherapy. This system delivers nano-sized dasatinib and atovaquone specifically to liver tumor sites and facilitates intra-tumoral permeation upon release. Through JC-1, immunohistochemistry, and DNA damage analyses, the therapeutic effect of DASA+ATO@PLT was assessed. In vitro simulation and intravital imaging were carried out to determine the accumulation of dasatinib and atovaquone in liver tumor sites. The experiment demonstrated the accumulation of dasatinib and atovaquone in tumor sites, followed by deep permeation in the tumor microenvironment with the assistance of PLTs, while simultaneously revealing the ability of DASA+ATO@PLT to remodel the liver cancer microenvironment (overcoming hypoxia) and enhance chemotherapeutic efficacy. This system utilizes the natural tumor recognition ability of PLTs and enhances the chemo-immunotherapeutic effect through targeted delivery of nano-chemotherapeutic drugs to the tumor, resulting in effective accumulation and infiltration. The PLT-mediated nanodrug delivery system serves as a "Trojan horse" to carry therapeutic drugs as cargo and deliver them to target cells, leading to favorable outcomes.
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Affiliation(s)
- Hao Huang
- Nantong Institute of Technology, Affiliated Tumor Hospital of Nantong University, School of Public Health of Nantong University, Nantong 226000, China; (H.H.); (X.W.); (Z.G.); (X.Y.); (C.C.)
| | - Xiaoping Wang
- Nantong Institute of Technology, Affiliated Tumor Hospital of Nantong University, School of Public Health of Nantong University, Nantong 226000, China; (H.H.); (X.W.); (Z.G.); (X.Y.); (C.C.)
| | - Ziqing Gao
- Nantong Institute of Technology, Affiliated Tumor Hospital of Nantong University, School of Public Health of Nantong University, Nantong 226000, China; (H.H.); (X.W.); (Z.G.); (X.Y.); (C.C.)
| | - Hongyi Bao
- Department of Laboratory Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, China;
| | - Xiaopeng Yuan
- Nantong Institute of Technology, Affiliated Tumor Hospital of Nantong University, School of Public Health of Nantong University, Nantong 226000, China; (H.H.); (X.W.); (Z.G.); (X.Y.); (C.C.)
- Radiotherapy Department of Nantong Tumor Hospital, Nantong 226361, China
| | - Chao Chen
- Nantong Institute of Technology, Affiliated Tumor Hospital of Nantong University, School of Public Health of Nantong University, Nantong 226000, China; (H.H.); (X.W.); (Z.G.); (X.Y.); (C.C.)
| | - Donglin Xia
- Nantong Institute of Technology, Affiliated Tumor Hospital of Nantong University, School of Public Health of Nantong University, Nantong 226000, China; (H.H.); (X.W.); (Z.G.); (X.Y.); (C.C.)
| | - Xiangqian Wang
- Nantong Institute of Technology, Affiliated Tumor Hospital of Nantong University, School of Public Health of Nantong University, Nantong 226000, China; (H.H.); (X.W.); (Z.G.); (X.Y.); (C.C.)
- Radiotherapy Department of Nantong Tumor Hospital, Nantong 226361, China
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3
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Xie L, Shu Y, Ye M, Li Y. Identification of MTCH1 as a novel prognostic indicator and therapeutic target in hepatocellular carcinoma. Pathol Res Pract 2024; 259:155358. [PMID: 38820930 DOI: 10.1016/j.prp.2024.155358] [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: 03/07/2024] [Revised: 05/13/2024] [Accepted: 05/20/2024] [Indexed: 06/02/2024]
Abstract
Hepatocellular carcinoma (HCC) emerges as the third leading cause of cancer mortality, contributing to approximately 830,000 deaths annually. The mechanisms driving its pathogenesis remain largely elusive. Through bioinformatic scrutiny, Mitochondrial Carrier 1 (MTCH1), a component of the mitochondrial carrier family, has been pinpointed as potentially pivotal in HCC evolution. Examination of The Cancer Genome Atlas (TCGA) database indicated a pronounced increase in MTCH1 expression within HCC tissues versus normal liver counterparts. Subsequent analyses, utilizing both Kaplan-Meier mapper and Gene Expression Profiling Interactive Analysis (GEPIA) datasets, associated elevated MTCH1 levels with reduced overall survival (OS) and disease-free survival (DFS). Complementary in vitro assessments confirmed that MTCH1 downregulation suppresses HCC cell proliferation and notably diminishes HCC xenograft tumor growth in murine models. Additional explorations, including Gene Set Enrichment Analysis (GSEA), STRING database interrogation, and quantitative PCR (qPCR) experiments, suggest MTCH1's involvement in HCC progression via the CDK-RB-E2F signaling axis. Collectively, these insights endorse MTCH1 as a promising therapeutic target for HCC, underscoring its significance in the disease's molecular framework and potential treatment innovation.
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Affiliation(s)
- Liangpeng Xie
- Department of hematology, the Third Xiangya Hospital, Central South University, Changsha, China
| | - Yufeng Shu
- Department of Gastroenterology, the Third Xiangya Hospital, Central South University, Changsha, China
| | - Mingzhu Ye
- Department of Gynecology, the Third Xiangya Hospital, Central South University, Changsha, China
| | - Yapei Li
- Department of Health Management Center, the Third Xiangya Hospital, Central South University, Changsha, China.
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Mao J, Song F, Zhang Y, Li Y, Inchingolo R, Chauhan A, Midorikawa Y, Chen Z, Tang W. Development and validation of a chromatin regulator signature for predicting prognosis hepatocellular carcinoma patient. J Gastrointest Oncol 2024; 15:397-414. [PMID: 38482221 PMCID: PMC10932653 DOI: 10.21037/jgo-23-996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 02/01/2024] [Indexed: 12/11/2024] Open
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is a malignancy with a bleak prognosis. Although emerging research increasingly supports the involvement of chromatin regulators (CRs) in cancer development, CRs in HCC patients have not received proportionate attention. This study aimed to investigate the role and prognostic significance of CRs in HCC patients, providing new insights for clinical diagnosis and treatment strategies. METHODS We analyzed 424 samples in The Cancer Genome Atlas-Liver hepatocellular carcinoma (TCGA-LIHC) data to identify key CR genes associated with HCC prognosis by differential expression and univariate Cox regression analyses. LASSO-multivariate Cox regression method was used for construction of a prognostic signature and development of a CR-related prognosis model. The prognosis capacity of the model was evaluated via Kaplan-Meier method. Relationship between the model and tumor microenvironment (TME) was evaluated. Additionally, clinical variables and the model were incorporated to create a nomogram. The role of the prognostic gene MRG-binding protein (MRGBP) in HCC was elucidated by immunohistochemistry and semiquantitative analysis. RESULTS A risk score model, comprising B-lymphoma Mo-MLV insertion region 1 (BMI1), chromobox 2 (CBX2), and MRGBP, was constructed. The area under the curve (AUC) of the CR-based signature is 0.698 (P<0.05), exhibiting robust predictive power. Functional and pathway analyses illuminated the biological relevance of these genes. Immune microenvironment analysis suggested potential implications for immunotherapy. Drug sensitivity analysis identified agents for targeted treatment. Clinical samples show that MRGBP is highly expressed in HCC tissues. CONCLUSIONS This CR-based signature shows promise as a valuable prognostic tool for HCC patients. It demonstrates predictive capabilities, independence from other clinical factors, and potential clinical applicability. In addition, we need more experiments to validate our findings. These findings offer insights into HCC prognosis and treatment, with implications for personalized medicine and improved patient outcomes.
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Affiliation(s)
- Jiazhen Mao
- Department of Hepatobiliary Pancreatic Splenic Surgery, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
| | - Fei Song
- Department of Hepatobiliary Pancreatic Splenic Surgery, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
| | - Yu Zhang
- Department of Hepatobiliary Pancreatic Splenic Surgery, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
| | - Yifan Li
- Department of Hepatobiliary Pancreatic Splenic Surgery, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
| | - Riccardo Inchingolo
- Interventional Radiology Unit, “F. Miulli” Regional General Hospital, Bari, Italy
| | - Aman Chauhan
- Division of Medical Oncology, Department of Internal Medicine, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | - Yutaka Midorikawa
- Department of Surgery, National Center of Neurology and Psychiatry, Tokyo, Japan
| | - Zhong Chen
- Department of Hepatobiliary Pancreatic Splenic Surgery, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
| | - Weidong Tang
- Department of Hepatobiliary Pancreatic Splenic Surgery, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong, China
- Department of General Surgery, Nantong Elderly Rehabilitation Hospital, Nantong, China
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Hu Y, Zhang J, Lin Y, Lin Y, Jin R, Zhu Q, Ma Y. Serine and arginine rich splicing factor 1‑regulated microtubule interacting and trafficking domain containing 1 affects colorectal cancer progression and ferroptosis. Exp Ther Med 2024; 27:45. [PMID: 38144919 PMCID: PMC10739236 DOI: 10.3892/etm.2023.12334] [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: 06/29/2023] [Accepted: 09/19/2023] [Indexed: 12/26/2023] Open
Abstract
As the third most common type of cancer globally, colorectal cancer (CC) is a prevalent digestive malignancy, with the second highest mortality rate among all types of cancer. It has been reported that microtubule interacting and trafficking domain containing 1 (MITD1) serves a pivotal role in the initiation and progression of diverse types of tumors. Nevertheless, the underlying mechanism of MITD1 in CC has not been previously investigated. The ENCORI and GEPIA databases were used to investigate the expression levels of MITD1 in patients with CC. Immunohistochemistry was used to detect the expression of MITD1 in cancer tissues obtained from patients with CC, while its mRNA and protein expression levels in CC cell lines were determined by reverse transcription-quantitative PCR and western blot analysis, respectively. Subsequently, MITD1 was knocked down in CC cells using an interference plasmid and Cell Counting Kit 8, colony formation, as well as EdU assays were performed to assess cell proliferation. Concurrently, wound healing and Transwell assays were performed to evaluate the migration and invasion abilities of CC cells. Lipid reactive oxygen species (ROS) levels were determined by BODIPY 581/591 C11 staining. In addition, the levels of oxidative stress markers and those of total iron were measured using the corresponding kits. Furthermore, the association between serine and arginine rich splicing factor 1 (SRSF1) and MITD1 was verified by RNA immunoprecipitation and actinomycin D experiments. Finally, to further uncover the mechanism of MITD1, SRSF1 was overexpressed and MITD1 was silenced in CC cells. The results demonstrated that the expression of MITD1 was abnormally elevated in CC tissues and CC cell lines. MITD1 silencing distinctly diminished CC cell viability, increased CC cell ferroptosis and attenuated their invasion and migration abilities. In addition, MITD1 knockdown significantly increased the expression of lipid ROS and total iron levels in CC cells. Additionally, the results showed that SRSF1 could stabilize MITD1 mRNA expression in CC cells. Finally, it was revealed that SRSF1 could regulate MITD1 and affect the progression of CC and ferroptosis via p53/solute carrier family 7 member 11 (SLC7A11)/glutathione peroxidase 4 (GPX4) signaling. Overall, the results of the current study indicated that SRSF1-regulated MITD1 could affect CC progression and ferroptosis, probably via the p53/SLC7A11/GPX4 signaling pathway.
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Affiliation(s)
- Yuli Hu
- Department of Pathology, Wenling First People's Hospital, Wenling, Zhejiang 317500, P.R. China
| | - Jie Zhang
- Department of Pathology, Wenling First People's Hospital, Wenling, Zhejiang 317500, P.R. China
| | - Ya Lin
- Department of Pathology, Wenling First People's Hospital, Wenling, Zhejiang 317500, P.R. China
| | - Yi Lin
- Department of Pathology, Wenling First People's Hospital, Wenling, Zhejiang 317500, P.R. China
| | - Rui Jin
- Department of Pathology, Wenling First People's Hospital, Wenling, Zhejiang 317500, P.R. China
| | - Qianqian Zhu
- Department of Pathology, Wenling First People's Hospital, Wenling, Zhejiang 317500, P.R. China
| | - Yi Ma
- Department of Pathology, Sanmen People's Hospital, Taizhou, Zhejiang 317100, P.R. China
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Xu S, Wang W, Meng T, Wang F, Wang G, Huang F, Wang G, Yu X, Wu R, Hou L, Ye Z, Zhang X, Zhao H, Shen Y. Construction and validation of a immune-related prognostic gene DHRS1 in hepatocellular carcinoma based on bioinformatic analysis. Medicine (Baltimore) 2023; 102:e35268. [PMID: 37861541 PMCID: PMC10589603 DOI: 10.1097/md.0000000000035268] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 08/25/2023] [Indexed: 10/21/2023] Open
Abstract
A member of the short-chain dehydrogenase/reductase superfamily (DHRS1, SDR19C1) is a member of the short-chain dehydrogenase/reductase superfamily and a potential predictor of hepatocellular carcinoma (HCC). However, the role of DHRS1 in HCC immunity remains unclear. We systematically analyzed the association between DHRS1 and HCC immunity with transcriptional and clinical data from the Tumor Immune Estimation Resource, an integrated repository portal for tumor immune system interactions, and cBioPortal databases. Six DHRS1-associated immunomodulators strongly correlated with survival and were uncovered by exploiting univariate and multivariate Cox analyses. We created a risk score for each patient by adding the points from each immunomodulator and then classified them into high and low risk categories. Survival analysis were used to compare the overall survival between the 2 groups, and the receiver operating characteristic curve was applied to assess the accuracy of the risk score. Data from our center were adopted as the external validation set, the risk score was calculated using the risk coefficient of the 6 genes in the training cohort, and survival analysis were executed to verify the experimental group results. A nomogram was ultimately constructed with the R package. Our data revealed a correlation between the levels of immune cell infiltration and either the DHRS1 gene copy numbers or mRNA levels in HCC. Second, we generated a signature based on the 6 DHRS1-related immunomodulators (KDR, TNFRSF4, CD276, TNFSF4, SLAMF6, and SIGLEC9). We postulate that the generated risk scores would serve as an independent indicator of HCC prognosis, with an area under the receiver operating characteristic curve for the risk score of 0.743. We further established external validation sets to reconfirm the predictive validity of the risk score. Finally, a prognostic nomogram and calibration curve were created. The DHRS1 gene may exert an impact on HCC immunity. We posit that the nominated immune signature based on DHRS1-associated immunomodulators could constitute a promising prognostic biomarker in HCC.
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Affiliation(s)
- Sa Xu
- School of Basic Medical Sciences, Anhui Medical University, Hefei, China
| | - Wei Wang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Organ Transplant Center of The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Tao Meng
- Department of General Surgery, Third Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Fuyan Wang
- School of Basic Medical Sciences, Anhui Medical University, Hefei, China
| | - Guoxing Wang
- Anhui BioX-Vision Biological Technology Co., Ltd, Hefei, China
| | - Fan Huang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Organ Transplant Center of The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Guobin Wang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Organ Transplant Center of The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Xiaojun Yu
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Organ Transplant Center of The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Ruolin Wu
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Organ Transplant Center of The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Liujin Hou
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Organ Transplant Center of The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Zhenghui Ye
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Organ Transplant Center of The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Xinghua Zhang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Organ Transplant Center of The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Hongchuan Zhao
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
- Organ Transplant Center of The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Yuxian Shen
- School of Basic Medical Sciences, Anhui Medical University, Hefei, China
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Qi Y, Song Y, Cai M, Li J, Yu Z, Li Y, Huang J, Jiang Y, Peng C, Jiang B, Liu S. Vascular endothelial growth factor A is a potential prognostic biomarker and correlates with immune cell infiltration in hepatocellular carcinoma. J Cell Mol Med 2023; 27:538-552. [PMID: 36729917 PMCID: PMC9930434 DOI: 10.1111/jcmm.17678] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 09/30/2022] [Accepted: 01/06/2023] [Indexed: 02/03/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the fourth leading cause of cancer-related deaths among cancer patients. Vascular endothelial growth factor A (VEGFA) is involved in regulating biological processes, such as angiogenesis and vascular permeability, and is very closely related to the pathogenesis of various tumours, especially vascular-rich, solid tumours. Clinical data of patients with HCC and other tumours were analysed through public databases, such as the TCGA database, Gene Expression Omnibus database, Human Protein Atlas database, STRING, Tumour Immune Estimation Resource and Kaplan-Meier Plotter. The tumour tissues and adjacent normal tissues of patients with HCC from Hunan Provincial People's Hospital were collected to verify the expression of VEGFA by immunohistochemistry, immunofluorescence, Western blotting and qPCR. VEGFA expression is elevated in multiple tumour types and correlates with the prognosis of tumour patients. VEGFA is involved in regulating the tumour microenvironment and immune cell function in tumour development. Inhibition of VEGFA reduces proliferation, invasion, and migration and promotes apoptosis in HCC cells. VEGFA is a potential predictive biomarker for the diagnosis and prognosis of HCC.
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Affiliation(s)
- Yuchen Qi
- Department of Hepatobiliary SurgeryHunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
- Department of CardiologyXiangdong Hospital Affiliated to Hunan Normal UniversityLilingChina
- Central Laboratory of Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
| | - Yinghui Song
- Department of Hepatobiliary SurgeryHunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
- Central Laboratory of Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
| | - Mengting Cai
- Department of Nuclear MedicineHunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
| | - Jianwen Li
- Department of CardiologyXiangdong Hospital Affiliated to Hunan Normal UniversityLilingChina
| | - Zhangtao Yu
- Department of Hepatobiliary SurgeryHunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
| | - Yuhang Li
- Department of Hepatobiliary SurgeryHunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
| | - Junkai Huang
- Department of Hepatobiliary SurgeryHunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
| | - Yu Jiang
- Institute of Emergency Medicine/Hunan Provincial Key Laboratory of Emergency and Critical Care MetabonomicsHunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
| | - Chuang Peng
- Department of Hepatobiliary SurgeryHunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
| | - Bo Jiang
- Department of Hepatobiliary SurgeryHunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
| | - Sulai Liu
- Department of Hepatobiliary SurgeryHunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
- Central Laboratory of Hunan Provincial People's Hospital/The First Affiliated Hospital of Hunan Normal UniversityChangshaChina
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Ye J, Lin Y, Gao X, Lu L, Huang X, Huang S, Bai T, Wu G, Luo X, Li Y, Liang R. Prognosis-Related Molecular Subtypes and Immune Features Associated with Hepatocellular Carcinoma. Cancers (Basel) 2022; 14:cancers14225721. [PMID: 36428813 PMCID: PMC9688639 DOI: 10.3390/cancers14225721] [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: 08/09/2022] [Revised: 10/29/2022] [Accepted: 11/01/2022] [Indexed: 11/23/2022] Open
Abstract
Bioinformatics tools were used to identify prognosis-related molecular subtypes and biomarkers of hepatocellular carcinoma (HCC). Differential expression analysis of four datasets identified 3330 overlapping differentially expressed genes (DEGs) in the same direction in all four datasets. Those genes were involved in the cell cycle, FOXO signaling pathway, as well as complement and coagulation cascades. Based on non-negative matrix decomposition, two molecular subtypes of HCC with different prognoses were identified, with subtype C2 showing better overall survival than subtype C1. Cox regression and Kaplan-Meier analysis showed that 217 of the overlapping DEGs were closely associated with HCC prognosis. The subset of those genes showing an area under the curve >0.80 was used to construct random survival forest and least absolute shrinkage and selection operator models, which identified seven feature genes (SORBS2, DHRS1, SLC16A2, RCL1, IGFALS, GNA14, and FANCI) that may be involved in HCC occurrence and prognosis. Based on the feature genes, risk score and recurrence models were constructed, while a univariate Cox model identified FANCI as a key gene involved mainly in the cell cycle, DNA replication, and mismatch repair. Further analysis showed that FANCI had two mutation sites and that its gene may undergo methylation. Single-sample gene set enrichment analysis showed that Th2 and T helper cells are significantly upregulated in HCC patients compared to controls. Our results identify FANCI as a potential prognostic biomarker for HCC.
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Affiliation(s)
- Jiazhou Ye
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Yan Lin
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Xing Gao
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Lu Lu
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Xi Huang
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Shilin Huang
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Tao Bai
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Guobin Wu
- Department of Hepatobiliary Surgery, Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Xiaoling Luo
- Department of Experimental Research, Guangxi Medical University Cancer Hospital, Nanning 530021, China
| | - Yongqiang Li
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning 530021, China
- Correspondence: (Y.L.); (R.L.); Tel./Fax: +86-771-5335155 (Y.L. & R.L.)
| | - Rong Liang
- Department of Medical Oncology, Guangxi Medical University Cancer Hospital, Nanning 530021, China
- Correspondence: (Y.L.); (R.L.); Tel./Fax: +86-771-5335155 (Y.L. & R.L.)
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Pan-Cancer Analysis of the Prognostic and Immunotherapeutic Value of MITD1. Cells 2022; 11:cells11203308. [PMID: 36291174 PMCID: PMC9600621 DOI: 10.3390/cells11203308] [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: 07/30/2022] [Revised: 10/12/2022] [Accepted: 10/19/2022] [Indexed: 11/17/2022] Open
Abstract
Microtubule-interacting and trafficking domain containing 1 (MITD1) is associated with abscission during cytokinesis. However, systematic investigation into its role in cancer is lacking. Therefore, we explored the pan-cancer role of MITD1 using multiple databases. Expression and clinical survival, immunological, and enrichment analyses were performed using R packages and online tools. For breast cancer, single-cell level analysis, immunochemistry, and in vitro experiments were performed to explore the mechanism of MITD1. A nomogram was established to predict the prognosis of patients with breast cancer and evaluate the immunotherapy biomarker based on two datasets. In some cancers, high MITD1 expression was associated with a more favorable prognosis. For instance, it inhibited tumor cell proliferation and migration in breast cancer. MITD1 may regulate cancer development by altering the tumor microenvironment, and MITD1 expression may predict the response to immune checkpoint blockade, platinum, and poly ADP-ribose polymerase inhibitor therapies. Our nomogram was used to determine the prognosis of patients with breast cancer. MITD1 can also predict the response to immunotherapy. Our first pan-cancer study of MITD1 has shown that it plays different roles in cancer development and therapy. In breast cancer, MITD1 inhibited cell proliferation and migration and serves as a new biomarker.
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Shao Y, Zheng Z, Li S, Yang G, Qi F, Fei F. Upregulation of EMID1 Accelerates to a Favorable Prognosis and Immune Infiltration in Lung Adenocarcinoma. JOURNAL OF ONCOLOGY 2022; 2022:5185202. [PMID: 36245990 PMCID: PMC9553514 DOI: 10.1155/2022/5185202] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 07/27/2022] [Accepted: 08/04/2022] [Indexed: 11/18/2022]
Abstract
Lung cancer is a difficult-to-treat cancer. Lung adenocarcinoma (LUAD) is the main subtype of lung cancer. Although there are many ways to treat lung cancer, the survival rate of patients is low. Therefore, novel molecules need to be identified to diagnose and treat LUAD. This study utilized The Cancer Genome Atlas (TCGA) LUAD data to analyze and validate the value of EMID1 as a LUAD diagnostic surface marker and overall survival prognostic marker. Differential expression analysis formally confirmed that decreased EMID1 expression was significantly associated with advanced stage and metastasis of lung cancer. Kaplan-Meier survival analysis showed that the patients with low EMID expression are dismal. The relationship between clinicopathological features and EMID1 was scored using Wilcoxon signed-rank test and R (v.3.5.1) logistic regression and suggested that patients with low EMID1 expression had a worse prognosis than patients with high EMID1 expression. (Gene Ontology) GO, Kyoto Encyclopedia of Genes and Genomes(KEGG), and gene set enrichment analysis (GSEA) were performed to investigate the potential mechanism of EMID1 expression on the prognosis of LUAD and suggested that Notch signaling pathway may be an important biological pathway for EMID1 to play a role in LUAD. Further, combined with univariate and multivariate Cox regression analysis, it was speculated that high and low levels of EMID1 expression and the logistic regression analysis of related clinical variables had significant clinical significance to verify the underlying mechanism of LUAD focus and prognosis. EMID1 plays an important role in the immune milieu of LUAD. Meanwhile, the correlation between tumor-infiltrating immune cells and genes was assessed using CIBERSORT, and it was found that the level of B cell infiltration was positively correlated with the expression of EMID1, all of which were validated in the GEO and GEPIA databases. In all, this study helps to understand the immune microenvironment of LUAD and improve the survival of patients with LUAD. Thus, EMID1 may be a novel immune-related prognostic marker of LUAD.
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Affiliation(s)
- Yufeng Shao
- The First People's Hospital of Taicang City, Taicang Affiliated Hospital of Soochow University, Suzhou, China
| | - Zhong Zheng
- The First People's Hospital of Taicang City, Taicang Affiliated Hospital of Soochow University, Suzhou, China
| | - Sen Li
- The First People's Hospital of Taicang City, Taicang Affiliated Hospital of Soochow University, Suzhou, China
| | - Guangyu Yang
- The First People's Hospital of Taicang City, Taicang Affiliated Hospital of Soochow University, Suzhou, China
| | - Fuwei Qi
- The First People's Hospital of Taicang City, Taicang Affiliated Hospital of Soochow University, Suzhou, China
| | - Fan Fei
- The First People's Hospital of Taicang City, Taicang Affiliated Hospital of Soochow University, Suzhou, China
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11
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SPTSSA Is a Prognostic Marker for Glioblastoma Associated with Tumor-Infiltrating Immune Cells and Oxidative Stress. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022; 2022:6711085. [PMID: 36062185 PMCID: PMC9434331 DOI: 10.1155/2022/6711085] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 07/15/2022] [Accepted: 07/25/2022] [Indexed: 11/17/2022]
Abstract
Background. SPTSSA encodes the small subunit A of serine palmitoyltransferase. It catalyzes the formation of sphingoid long-chain base backbone of sphingolipids. Its role in glioma prognosis and tumor-infiltrating immune cells remains unclear. Methods. We analyzed SPTSSA expression and association with clinical prognosis using GEPIA and CGGA database. Then, GSEA was performed to identify relevant biological functions of SPTSSA. The correlations between SPTSSA expression and tumor immune infiltrates were investigated using CIBERSORT and TIMER. Finally, IHC and IF were performed to confirm the value of prognosis and the correlation with immune infiltration. Results. SPTSSA expression was significantly upregulated in diffuse glioma compared to normal tissues and associated with poor survival in GEPIA and CGGA database. Then, we identified biological processes and signaling pathways associated with SPTSSA expression. The result showed that SPTSSA enriched in the GO term like oxidative stress. Finally, we showed that SPTSSA expression was significantly associated with tumor-infiltrating immune cells and overall survival via IHC. Conclusion. These findings suggest that SPTSSA expression might be used as a prognostic biomarker for glioma and potential target for novel glioma therapy.
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MITD1 Deficiency Suppresses Clear Cell Renal Cell Carcinoma Growth and Migration by Inducing Ferroptosis through the TAZ/SLC7A11 Pathway. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022; 2022:7560569. [PMID: 36046690 PMCID: PMC9423985 DOI: 10.1155/2022/7560569] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/20/2022] [Accepted: 07/25/2022] [Indexed: 01/04/2023]
Abstract
Clear cell renal cell carcinoma (ccRCC), the major histopathological subtype of renal cancer, is sensitive to ferroptosis. MIT-domain containing protein 1 (MITD1) has been reported to play an important role in hepatocellular carcinoma, while it remains unclear whether MITD1 is involved in ccRCC. Based on available data in The Cancer Genome Atlas, we found the expression of MITD1 increased through bioinformatics analysis and high MITD1 expression suggests a poor prognosis. And we validated that MITD1 expressed significantly in ccRCC through Western blot analysis. Then, we further compared the proliferation and migration capacity of ccRCC before and after MITD1 knockdown and further explored the effect of MITD1 knockdown on ferroptosis. The results indicated that MITD1 knockdown inhibited ccRCC cell proliferation and migration and induced ferroptosis in ccRCC. Furthermore, we found and analyzed the key molecule TAZ which was involved in ferroptosis caused by MITD1 knockdown. Subsequent overexpression experiments demonstrated that MITD1 knockdown induced ferroptosis and suppressed tumor growth and migration through the TAZ/SLC7A11 pathway. In summary, our study revealed the role of MITD1 in the ferroptosis of ccRCC and provided a novel target for ccRCC treatment.
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Zhang G, Lv X, Yang Q, Liu H. Identification of HM13 as a prognostic indicator and a predictive biomarker for immunotherapy in hepatocellular carcinoma. BMC Cancer 2022; 22:888. [PMID: 35964022 PMCID: PMC9375928 DOI: 10.1186/s12885-022-09987-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 08/02/2022] [Indexed: 12/12/2022] Open
Abstract
Background Histocompatibility minor 13 (HM13) is a signal sequence stubbed intramembrane cleavage catalytic protein that is essential for cell signaling, intracellular communication, and cancer. However, the expression of HM13 and its prognostic value, association with tumor-infiltrating immune cells (TIICs) in the microenvironment, and potential to predict immunotherapeutic response in HCC are unknown. Methods The HM13 expression, clinicopathology analysis, and its influence on survival were analyzed in multiple public databases and further verified in collected HCC and normal tissues by qRT-PCR and immunohistochemistry staining assay (IHC). Furthermore, the lentivirus vector encoding HM13-shRNA to manipulate HM13 expression was selected to investigate whether HM13 could influence the malignant growth and metastasis potential of HCC cells. Finally, significant impacts of HM13 on the HCC tumor microenvironment (TME) and reaction to immune checkpoint inhibitors were analyzed. Results Upregulated HM13 was substantially correlated with poor prognosis in patients with HCC, and could facilitate the proliferation and migratory potential of HCC cells. Additionally, patients with high HM13 expression might be more sensitive to immunotherapy. Conclusions HM13 might be a prognostic biomarker and potential molecular therapeutic target for HCC. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-022-09987-2.
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Affiliation(s)
- Genhao Zhang
- Department of Blood transfusion, Zhengzhou University First Affiliated Hospital, Zhengzhou, China
| | - Xianping Lv
- Department of Blood transfusion, Zhengzhou University First Affiliated Hospital, Zhengzhou, China
| | - Qiankun Yang
- Department of Blood transfusion, Zhengzhou University First Affiliated Hospital, Zhengzhou, China
| | - Hongchun Liu
- Department of Medical Laboratory, Zhengzhou University First Affiliated Hospital, Zhengzhou, China.
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14
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Hu H, Zhong T, Jiang S. H2AFX might be a prognostic biomarker for hepatocellular carcinoma. Cancer Rep (Hoboken) 2022; 6:e1684. [PMID: 35903980 PMCID: PMC9875689 DOI: 10.1002/cnr2.1684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 07/05/2022] [Accepted: 07/08/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND H2AFX can play a central role in DNA repair, replication, transcription regulation, and chromosomal stability. However, there is little research to explore the expression of H2AFX in cancers. Moreover, the correlation between the expression of H2AFX and tumor immunity, which affects the prognosis of hepatocellular carcinoma (HCC), is not clear. This article aimed to observe the correlation between H2AFX and tumor tissue infiltration biomarkers in HCC and its prognostic potential in HCC. METHOD Oncomine and TIMER database were used to assess the expression level of H2AFX mRNA, and GEPIA and Kaplan-Meier databases were used to evaluate its prognostic potential. The TIMER database analyzed the relationship between h2afx expression level and tumor immune cell infiltration markers in liver cancer tissues. RESULTS The results showed that H2AFX was overexpressed in tumor tissues than normal tissues in HCC via analysis, and its expression level was correlated with the survival rate of HCC. Moreover, the expression level of H2AFX was related to various immune biomarkers. These results show that overexpression of H2AFX would reflect the poor prognosis of HCC, and these would also reflect that the gene H2AFX can affect the infiltration of HCC immune cells and then play a role in regulating tumor immunity. CONCLUSION Our study showed that the gene H2AFX might be a potential poor prognostic biomarker in HCC and might be involved in the infiltration of HCC immune cells.
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Affiliation(s)
- Hailiang Hu
- Department of Blood TransfusionThe First Affiliated Hospital of Anhui Medical UniversityAnhuiChina
| | - Tao Zhong
- Department of Blood TransfusionThe First Affiliated Hospital of Anhui Medical UniversityAnhuiChina
| | - Suwei Jiang
- Department of Biological and Environmental EngineeringHefei UniversityHefeiAnhuiP. R. China
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15
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Dong P, Cai Z, Li B, Zhu Y, Chan AKY, Chiang MWL, Au CH, Sung WK, Cheung TT, Lo CM, Man K, Lee NP. HFE promotes mitotic cell division through recruitment of cytokinetic abscission machinery in hepatocellular carcinoma. Oncogene 2022; 41:4185-4199. [PMID: 35882980 DOI: 10.1038/s41388-022-02419-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 07/11/2022] [Accepted: 07/13/2022] [Indexed: 11/09/2022]
Abstract
HFE (Hemochromatosis) is a conventional iron level regulator and its loss of function due to gene mutations increases the risk of cancers including hepatocellular carcinoma (HCC). Likewise, studies focusing on HFE overexpression in cancers are all limited to linking up these events as a consequence of iron level deregulation. No study has explored any iron unrelated role of HFE in cancers. Here, we first reported HFE as an oncogene in HCC and its undescribed function on promoting abscission in cytokinesis during mitotic cell division, independent of its iron-regulating ability. Clinical analyses revealed HFE upregulation in tumors linking to large tumor size and poor prognosis. Functionally and mechanistically, HFE promoted cytokinetic abscission via facilitating ESCRT abscission machinery recruitment to the abscission site through signaling a novel HFE/ALK3/Smads/LIF/Hippo/YAP/YY1/KIF13A axis. Pharmacological blockage of HFE signaling axis impeded tumor phenotypes in vitro and in vivo. Our data on HFE-driven HCC unveiled a new mechanism utilized by cancer cells to propel rapid cell division. This study also laid the groundwork for tumor intolerable therapeutics development given the high cytokinetic dependency of cancer cells and their vulnerability to cytokinetic blockage.
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Affiliation(s)
- Pingping Dong
- Department of Surgery, The University of Hong Kong, Hong Kong, Hong Kong.,Department of Radiation Oncology, First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Ziqing Cai
- Department of Surgery, The University of Hong Kong, Hong Kong, Hong Kong
| | - Bingfeng Li
- Department of Surgery, The University of Hong Kong, Hong Kong, Hong Kong
| | - Yueqin Zhu
- Department of Surgery, The University of Hong Kong, Hong Kong, Hong Kong
| | - Alice K Y Chan
- Department of Chemistry, City University of Hong Kong, Hong Kong, Hong Kong.,Po Leung Kuk Tong Nai Kan Junior Secondary College, Hong Kong, Hong Kong
| | - Michael W L Chiang
- Department of Chemistry, City University of Hong Kong, Hong Kong, Hong Kong
| | - Chun Hang Au
- Hong Kong Genome Institute, Hong Kong, Hong Kong
| | - Wing Kin Sung
- Hong Kong Genome Institute, Hong Kong, Hong Kong.,School of Computing, National University of Singapore, Singapore, Singapore.,Computational and Systems Biology, Genome Institute of Singapore, Singapore, Singapore
| | - Tan To Cheung
- Department of Surgery, The University of Hong Kong, Hong Kong, Hong Kong
| | - Chung Mau Lo
- Department of Surgery, The University of Hong Kong, Hong Kong, Hong Kong
| | - Kwan Man
- Department of Surgery, The University of Hong Kong, Hong Kong, Hong Kong.
| | - Nikki P Lee
- Department of Surgery, The University of Hong Kong, Hong Kong, Hong Kong. .,Advanced Biomedical Instrumentation Centre, Hong Kong Science Park, Hong Kong, Hong Kong.
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16
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Wang W, Zhang J, Wang Y, Xu Y, Zhang S. Identifies microtubule-binding protein CSPP1 as a novel cancer biomarker associated with ferroptosis and tumor microenvironment. Comput Struct Biotechnol J 2022; 20:3322-3335. [PMID: 35832625 PMCID: PMC9253833 DOI: 10.1016/j.csbj.2022.06.046] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 06/19/2022] [Accepted: 06/21/2022] [Indexed: 12/02/2022] Open
Abstract
Centrosome and spindle pole-associated protein (CSPP1) is a centrosome and microtubule-binding protein that plays a role in cell cycle-dependent cytoskeleton organization and cilia formation. Previous studies have suggested that CSPP1 plays a role in tumorigenesis; however, no pan-cancer analysis has been performed. This study systematically investigates the expression of CSPP1 and its potential clinical outcomes associated with diagnosis, prognosis, and therapy. CSPP1 is widely present in tissues and cells and its aberrant expression serves as a diagnostic biomarker for cancer. CSPP1 dysregulation is driven by multi-dimensional mechanisms involving genetic alterations, DNA methylation, and miRNAs. Phosphorylation of CSPP1 at specific sites may play a role in tumorigenesis. In addition, CSPP1 correlates with clinical features and outcomes in multiple cancers. Take brain low-grade gliomas (LGG) with a poor prognosis as an example, functional enrichment analysis implies that CSPP1 may play a role in ferroptosis and tumor microenvironment (TME), including regulating epithelial-mesenchymal transition, stromal response, and immune response. Further analysis confirms that CSPP1 dysregulates ferroptosis in LGG and other cancers, making it possible for ferroptosis-based drugs to be used in the treatment of these cancers. Importantly, CSPP1-associated tumors are infiltrated in different TMEs, rendering immune checkpoint blockade therapy beneficial for these cancer patients. Our study is the first to demonstrate that CSPP1 is a potential diagnostic and prognostic biomarker associated with ferroptosis and TME, providing a new target for drug therapy and immunotherapy in specific cancers.
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Key Words
- ACC, adrenocortical carcinoma
- BP, biological pathways
- BRCA, breast invasive carcinoma
- Biomarker
- C-index, concordance index
- CAF, cancer-associated fibroblasts
- CC, cellular component
- CESC, cervical squamous cell carcinoma and endocervical adenocarcinoma
- CHOL, cholangiocarcinoma
- CNA, copy number alteration
- COAD, colon adenocarcinoma
- CPTAC, Clinical Proteomic Tumor Analysis Consortium
- CSPP1
- CSPP1, centrosome and spindle pole-associated protein
- CTL, cytotoxic T lymphocyte
- DEGs, differentially expressed genes
- DLBC, diffuse large B-cell lymphoma
- DSS, disease-specific survival
- EMT, epithelial-mesenchymal transition
- ENCORI, Encyclopedia of RNA Interactomes
- ESCA, esophageal carcinoma
- FAG, ferroptosis-associated gene
- FDG, ferroptosis-driver gene
- FSG, ferroptosis-suppressor gene
- Ferroptosis
- GBM, glioblastoma multiforme
- GO, Gene Ontology
- GSEA, Gene Set Enrichment Analysis
- GSVA, gene set variation analysis
- GTEx, Genotype-Tissue Expression
- HNSC, head and neck squamous cell carcinoma
- ICB, immune checkpoint blockade
- KEGG, Kyoto Encyclopedia of Genes and Genomes
- KICH, kidney chromophobe
- KIRC, renal clear cell carcinoma
- KM, Kaplan-Meier
- LAML, acute myeloid leukemia
- LGG, low-grade gliomas
- LIHC, liver hepatocellular carcinoma
- LUAD, lung adenocarcinoma
- LUSC, lung squamous cell carcinoma
- MF, molecular functions
- MHC, major histocompatibility complex
- MSI, microsatellite instability
- OS, overall survival
- OV, ovarian serous cystadenocarcinoma
- PAAD, pancreatic adenocarcinoma
- PFI, progression-free interval
- PFS, progression-free survival
- PRAD, prostate cancer
- Pan-cancer
- READ, rectum adenocarcinoma
- ROC, receiver operating characteristics
- SKCM, skin cutaneous melanoma
- TCGA, The Cancer Genome Atlas
- TGCT, testicular germ cell tumors, STAD, stomach adenocarcinoma
- THCA, thyroid cancer
- THYM, thymoma
- TIDE, Tumor Immune Dysfunction and Exclusion
- TIMER, Tumor Immune Estimation Resource
- TISIDB, Tumor-Immune System Interactions DataBase
- TMB, tumor mutation burden
- TME, tumor microenvironment
- Tumor microenvironment
- UCEC, endometrial cancer uterine corpus endometrial carcinoma
- UCS, uterine carcinosarcoma
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Affiliation(s)
- Wenwen Wang
- Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, China
| | - Jingjing Zhang
- Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, China
| | - Yuqing Wang
- Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, China
| | - Yasi Xu
- Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, China
| | - Shirong Zhang
- Translational Medicine Research Center, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Cancer Center, Zhejiang University, Hangzhou, China
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Zhang H, Jiang PJ, Lv MY, Zhao YH, Cui J, Chen J. OGG1 contributes to hepatocellular carcinoma by promoting cell cycle-related protein expression and enhancing DNA oxidative damage repair in tumor cells. J Clin Lab Anal 2022; 36:e24561. [PMID: 35723423 PMCID: PMC9279955 DOI: 10.1002/jcla.24561] [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: 01/28/2022] [Revised: 04/08/2022] [Accepted: 05/26/2022] [Indexed: 02/05/2023] Open
Abstract
Background This study aimed to analyze the expression of 8‐oxoguanine DNA glycosylase (OGG1) in patients with hepatocellular carcinoma (HCC) and its effect on prognosis by bioinformatics techniques and to determine its possible carcinogenic mechanism through data mining. Methods The difference in OGG1 expression between healthy people and HCC patients was searched and analyzed by TCGA and GEO databases, and the effect of OGG1 on prognosis was judged by survival analysis. Meanwhile, the possible molecular mechanism of OGG1 in the tumorigenesis and development of HCC was explored by GO analysis, KEGG analysis, immune infiltration analysis, protein–protein interaction network, promoter methylation analysis, and so forth. Quantitative polymerase chain reaction (qPCR) was used to examine the gene expression in 36 pairs of HCC tissues and adjacent tissues. Results The expression of OGG1 in HCC patients was higher than that in healthy people, and the overexpression of OGG1 might stimulate cell proliferation by increasing the activity of cell cycle‐related proteins. Conclusion The alteration of OGG1 was significantly correlated with the tumorigenesis and development of HCC. OGG1 is expected to be a new biomarker for evaluating the prognosis of HCC and a new target for the treatment of HCC.
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Affiliation(s)
- He Zhang
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Peng-Jun Jiang
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Meng-Yuan Lv
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Yan-Hua Zhao
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Ju Cui
- Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, China
| | - Jie Chen
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
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18
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The Invasion and Metastasis of Colon Adenocarcinoma (COAD) Induced by SALL4. J Immunol Res 2022; 2022:9385820. [PMID: 35692499 PMCID: PMC9177309 DOI: 10.1155/2022/9385820] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 05/03/2022] [Indexed: 12/24/2022] Open
Abstract
Objective The development and progression of many cancers may be related to SALL4, the role and molecular mechanism of which are unclear in colon adenocarcinoma (COAD). Methods The SALL4 expression in adjacent normal mucosa tissues and carcinoma tissues of patients with COAD was detected through bioinformatic analysis based on TCGA database and immunohistochemistry. Single-cell analysis showed that the expression of SALL4 in normal tissue was noticeably low. GSEA analysis suggested that the SALL4 upregulated the GO and pathway of growth and cancer development and downregulated metabolization pathway. The relationship between lymph node metastasis, histological grading, clinical staging, and the expression of SALL4 in carcinoma tissues was analyzed. The upregulated or downregulated SALL4 expression of COAD cell lines was established. The influence of SALL4 on COAD cells invasion and proliferation was detected using plate cloning assay and Transwell. The expressions of EMT-related proteins E-cadherin, N-cadherin, vimentin, and Twist were detected by Western blot. The EMT phenotype was analyzed by immunofluorescence. Results The study confirmed that the expression of SALL4 was upregulated in COAD and positively correlated with the degree of tumor differentiation, tumor staging, and metastasis. The overexpression of SALL4 was related to a poor prognosis, promoted the invasion and proliferation of colorectal cancer cells, and accelerated the occurrence of EMT, which was characterized by upregulation of Twist, vimentin, and N-cadherin expressions and downregulation of E-cadherin. The immunofluorescence staining confirmed the EMT phenotype. On the contrary, knocking out SALL4 gene reversed EMT, weakened cell proliferation and invasion, inhibited upregulation of Twist, vimentin, and N-cadherin expressions and downregulation of E-cadherin. Conclusion To sum up, TNM grading, histological grading, and lymphatic metastasis were significantly correlated with SALL4 in tumor tissues. SALL4 played a vital role in tumor proliferation, invasion, and tumor EMT and may be a novel target for COAD.
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19
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Duan C. LncRNA SLC16A1-AS1 contributes to the progression of hepatocellular carcinoma cells by modulating miR-411/MITD1 axis. J Clin Lab Anal 2022; 36:e24344. [PMID: 35293026 PMCID: PMC8993651 DOI: 10.1002/jcla.24344] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 03/01/2022] [Accepted: 03/02/2022] [Indexed: 12/23/2022] Open
Abstract
Background Hepatocellular carcinoma (HCC) is a common malignancy with high morbidity. The current study aimed to explore the molecular mechanism of lncRNA SLC16A1‐AS1 in the tumorigenesis of HCC. Material and methods The expression of SLC16A1‐AS1 and miR‐411 was examined in clinical HCC tissues. HCC cell lines Hep3B and Huh‐7 were employed and transfected with si‐SLC16A1‐AS1. The correlation between SLC16A1‐AS1 and miR‐411 was verified by luciferase reporter assay. Cell viability was detected by CCK‐8 assay. Cell migration and invasion capacity were examined by transwell assay. The protein level of MITD1 was analyzed by western blotting. Results The expression of SLC16A1‐AS1 markedly increased in HCC tissues and cell lines. Subsequent studies identified SLC16A1‐AS1 as a downstream target of miR‐411. In addition, SLC16A1‐AS1 knockdown and miR‐411 overexpression significantly stagnated the progression of HCC cells. SLC16A1‐AS1 knockdown also downregulated MITD1 levels. Conclusion Our findings showed that SLC16A1‐AS1 was overexpressed in HCC cells and tissues. SLC16A1‐AS1 promoted the malignant characteristics of HCC cells and acted as an oncogene. Its regulatory effect may be associated with miR‐411/MITD1 axis. Therefore, SLC16A1‐AS1 has the potential to be used as a biomarker or therapeutic target for the treatment of HCC.
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Affiliation(s)
- Chun Duan
- Department of Infectious Diseases, Yijishan Hospital of Wannan Medical College, Wuhu, China
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20
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Zhou Y, Fan Y, Mao Y, Lou M, Liu X, Yuan K, Tong J. NCAPG is a prognostic biomarker of immune infiltration in non-small-cell lung cancer. Biomark Med 2022; 16:523-535. [PMID: 35199566 DOI: 10.2217/bmm-2021-1090] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Purpose: Non-small-cell lung cancer (NSCLC) is the leading cause of cancer-related deaths. The protein NCAPG plays a significant role in tumor development. Patients & methods: We set up a tissue microarray (containing 140 NSCLC and ten normal lung tissues) and performed immunohistochemistry to assess NCAPG expression in the tissues of 140 patients. The prognostic value of NCAPG in NSCLC was assessed using the univariate and multivariate Cox proportional hazards regression models and Kaplan-Meier plots. We analyzed the association between NCAPG and immune infiltration in NSCLC. Results: Multifactorial analysis and Kaplan-Meier plots revealed that upregulation of NCAPG expression was an independent factor in the prognosis of NSCLC. Data from CIBERSORT showed a negative correlation between NCAPG and the expression of memory CD4+ T cells, CD8+ T cells, dendritic cells, macrophages, mast cells and natural killer cells (p < 0.001). Gene set enrichment analysis revealed that cell cycle, adhesion and proliferation were significantly enriched in samples with a high NCAPG expression. Conclusion: NCAPG is a novel biomarker of prognosis and is associated with immune cell infiltration in the tumor microenvironment. Thus it may be a potential target in NSCLC treatment.
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Affiliation(s)
- Yong Zhou
- The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China.,Heart & Lung Disease Laboratory, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China
| | - Yongfei Fan
- The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China
| | - Yifeng Mao
- The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China
| | - Ming Lou
- The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China
| | - Xiaoshuang Liu
- Nanjing Jinling Hospital: East Region Military Command General Hospital, Nanjing, Jiangsu, 210002, China
| | - Kai Yuan
- The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China.,Heart & Lung Disease Laboratory, The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China
| | - Jichun Tong
- The Affiliated Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China
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21
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Wang J, Li Y, Zhang C, Chen X, Zhu L, Luo T. Characterization of diagnostic and prognostic significance of cell cycle-linked genes in hepatocellular carcinoma. Transl Cancer Res 2022; 10:4636-4651. [PMID: 35116320 PMCID: PMC8799204 DOI: 10.21037/tcr-21-1145] [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: 07/01/2021] [Accepted: 10/14/2021] [Indexed: 12/24/2022]
Abstract
Background The high degree of heterogeneity of hepatocellular carcinoma (HCC) imposes a significant challenge to predict the prognosis. Currently, increasing evidence has indicated that cell cycle-linked genes are strongly linked to occurrence and progress of HCC. Herein, we purposed to create a prediction model on the basis of cell cycle-linked genes. Methods The transcriptome along with clinicopathological data abstracted from The Cancer Genome Atlas (TCGA) were used as a training cohort. Lasso regression analysis was employed to create a prediction model in TCGA cohort. The data of samples obtained from the International Cancer Genome Consortium (ICGC) data resource were applied in the verification of the model. A series of bioinformatics analyzed the relationship of the risk signature with overall survival (OS), biological function, and clinicopathological features. Results Six cell cycle-linked genes (PLK1, CDC20, HSP90AA1, CHEK1, HDAC1, and NDC80) were chosen to create the prognostic model, demonstrating a good prognostic capacity. Further analyses indicated that the model could independently assess the OS of HCC patients. A single-sample gene set enrichment analysis (ssGSEA) indicated that the risk signature was remarkably linked to immune status. Additionally, there was a remarkable association of the risk signature with TP53 mutation frequency, as well as immune checkpoint molecule expression levels. Conclusions We created a prediction model using six cell cycle-linked genes to predict HCC prognosis. The six genes are expected to be novel markers for HCC diagnosis, as well as treatment.
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Affiliation(s)
- Jukun Wang
- Department of General Surgery, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Yu Li
- Department of General Surgery, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Chao Zhang
- Department of General Surgery, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Xin Chen
- Department of General Surgery, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Linzhong Zhu
- Department of General Surgery, Xuanwu Hospital of Capital Medical University, Beijing, China
| | - Tao Luo
- Department of General Surgery, Xuanwu Hospital of Capital Medical University, Beijing, China
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22
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Li C, Wan Y, Deng W, Fei F, Wang L, Qi F, Zheng Z. Promising novel biomarkers and candidate small-molecule drugs for lung adenocarcinoma: Evidence from bioinformatics analysis of high-throughput data. Open Med (Wars) 2022; 17:96-112. [PMID: 35028418 PMCID: PMC8692660 DOI: 10.1515/med-2021-0375] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Revised: 09/29/2021] [Accepted: 09/30/2021] [Indexed: 12/12/2022] Open
Abstract
Lung adenocarcinoma (LUAD) is the most common subtype of non-small cell lung cancer associated with an unstable prognosis. Thus, there is an urgent demand for the identification of novel diagnostic and prognostic biomarkers as well as targeted drugs for LUAD. The present study aimed to identify potential new biomarkers associated with the pathogenesis and prognosis of LUAD. Three microarray datasets (GSE10072, GSE31210, and GSE40791) from the Gene Expression Omnibus database were integrated to identify the differentially expressed genes (DEGs) in normal and LUAD samples using the limma package. Bioinformatics tools were used to perform functional and signaling pathway enrichment analyses for the DEGs. The expression and prognostic values of the hub genes were further evaluated by Gene Expression Profiling Interactive Analysis and real-time quantitative polymerase chain reaction. Furthermore, we mined the “Connectivity Map” (CMap) to explore candidate small molecules that can reverse the tumoral of LUAD based on the DEGs. A total of 505 DEGs were identified, which included 337 downregulated and 168 upregulated genes. The PPI network was established with 1,860 interactions and 373 nodes. The most significant pathway and functional enrichment associated with the genes were cell adhesion and extracellular matrix-receptor interaction, respectively. Seven DEGs with high connectivity degrees (ZWINT, RRM2, NDC80, KIF4A, CEP55, CENPU, and CENPF) that were significantly associated with worse survival were chosen as hub genes. Lastly, top 20 most important small molecules which reverses the LUAD gene expressions were identified. The findings contribute to revealing the molecular mechanisms of the initiation and progression of LUAD and provide new insights for integrating multiple biomarkers in clinical practice.
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Affiliation(s)
- Chengrui Li
- Department of Anesthesiology, Lianshui People's Hospital Affiliated to Kangda College of Nanjing Medical University, Huai'an, People's Republic of China
| | - Yufeng Wan
- Department of Respiratory Medicine, The Affiliated Huai'an Hospital of Xuzhou Medical University and The Second People's Hospital of Huai'an, Huai'an, Jiangsu 223002, People's Republic of China
| | - Weijun Deng
- Department of Thoracic Surgery, Lianshui People's Hospital Affiliated to Kangda College of Nanjing Medical University, Huai'an, People's Republic of China
| | - Fan Fei
- Department of Anesthesiology, The First People's Hospital of Taicang City, Taicang Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Linlin Wang
- Department of Respiratory Medicine, The First People's Hospital of Taicang City, Taicang Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Fuwei Qi
- Department of Anesthesiology, The First People's Hospital of Taicang City, Taicang Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
| | - Zhong Zheng
- Department of Anesthesiology, The First People's Hospital of Taicang City, Taicang Affiliated Hospital of Soochow University, Suzhou, People's Republic of China
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Wei YG, Yang CK, Wei ZL, Liao XW, He YF, Zhou X, Huang HS, Lan CL, Han CY, Peng T. High-Mobility Group AT-Hook 1 Served as a Prognosis Biomarker and Associated with Immune Infiltrate in Hepatocellular Carcinoma. Int J Gen Med 2022; 15:609-621. [PMID: 35058711 PMCID: PMC8765458 DOI: 10.2147/ijgm.s344858] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Accepted: 12/23/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The protein high-mobility group AT-hook 1 (HMGA1) has been demonstrated that modulated cellular proliferation, invasion, and apoptosis with a poor prognosis in miscellaneous carcinomas. However, the mechanism of circumstantial carcinogenesis and association with the immune microenvironment of HMGA1 in hepatocellular carcinoma (HCC) had not been extensively explored. METHODS The gene expression, clinicopathological correlation, and prognosis analysis were performed in the data obtained from TCGA. The results were further validated by ICGC and GEO database and external validation cohort from Guangxi. The HMGA1 protein expression was further examined in the HPA database. Biological function analyses were conducted by GSEA, STRING database, and Coexpedia online tool. Using TIMER and CIBERSORT method, the relationship between immune infiltrate and HMGA1 was investigated. RESULTS In HCC, HMGA1 had much higher transcriptional and proteomic expression than in corresponding paraneoplastic tissue. Patients with high HMGA1 expression had a poor prognosis and unpromising clinicopathological features. High HMGA1 expression was closely related to the cell cycle, tumorigenesis, substance metabolism, and immune processes by regulating complex signaling pathways. Notably, HMGA1 may be associated with TP53 mutational carcinogenesis. Moreover, increased HMGA1 expression may lead to an increase in immune infiltration and a decrease in tumor purity in HCC. CIBERSORT analysis elucidated that the amount of B cell naive, B cell memory, T cells gamma delta, macrophages M2, and mast cell resting decreased when HMGA1 expression was high, whereas T cells follicular helper, macrophages M0, and Dendritic cells resting increased. CONCLUSION In conclusions, HMGA1 is a potent prognostic biomarker and a sign of immune infiltration in HCC, which may be a potential immunotherapy target for HCC.
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Affiliation(s)
- Yong-Guang Wei
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Cheng-Kun Yang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Zhong-Liu Wei
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Xi-Wen Liao
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Yong-Fei He
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Xin Zhou
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Hua-Sheng Huang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Chen-Lu Lan
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Chuang-Ye Han
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
| | - Tao Peng
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi Zhuang Autonomous Region, People’s Republic of China
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24
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Tian Y, Zhou Y, Liu J, Yi L, Gao Z, Yuan K, Tong J. Correlation of SIDT1 with Poor Prognosis and Immune Infiltration in Patients with Non-Small Cell Lung Cancer. Int J Gen Med 2022; 15:803-816. [PMID: 35125883 PMCID: PMC8807869 DOI: 10.2147/ijgm.s347171] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 01/05/2022] [Indexed: 11/23/2022] Open
Affiliation(s)
- Yubin Tian
- School of Medical, Dalian Medical University, Dalian, People’s Republic of China
- The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou, People’s Republic of China
| | - Yong Zhou
- The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou, People’s Republic of China
| | - Junhui Liu
- School of Medical, Dalian Medical University, Dalian, People’s Republic of China
- The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou, People’s Republic of China
| | - Lei Yi
- The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou, People’s Republic of China
| | - Zhaojia Gao
- The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou, People’s Republic of China
- Heart and Lung Disease Laboratory, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou, People’s Republic of China
| | - Kai Yuan
- School of Medical, Dalian Medical University, Dalian, People’s Republic of China
- Heart and Lung Disease Laboratory, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou, People’s Republic of China
- Correspondence: Kai Yuan; Jichun Tong, Email ;
| | - Jichun Tong
- The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou, People’s Republic of China
- Heart and Lung Disease Laboratory, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou, People’s Republic of China
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25
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Zhao Q, Wongpoomchai R, Chariyakornkul A, Xiao Z, Pilapong C. Identification of Gene-Set Signature in Early-Stage Hepatocellular Carcinoma and Relevant Immune Characteristics. Front Oncol 2021; 11:740484. [PMID: 34745960 PMCID: PMC8570321 DOI: 10.3389/fonc.2021.740484] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Accepted: 09/22/2021] [Indexed: 12/24/2022] Open
Abstract
Background The incidence of hepatocellular carcinoma (HCC) is rising worldwide, and there is limited therapeutic efficacy due to tumor microenvironment heterogeneity and difficulty in early-stage screening. This study aimed to develop and validate a gene set-based signature for early-stage HCC (eHCC) patients and further explored specific marker dysregulation mechanisms as well as immune characteristics. Methods We performed an integrated bioinformatics analysis of genomic, transcriptomic, and clinical data with three independent cohorts. We systematically reviewed the crosstalk between specific genes, tumor prognosis, immune characteristics, and biological function in the different pathological stage samples. Univariate and multivariate survival analyses were performed in The Cancer Genome Atlas (TCGA) patients with survival data. Diethylnitrosamine (DEN)-induced HCC in Wistar rats was employed to verify the reliability of the predictions. Results We identified a Cluster gene that potentially segregates patients with eHCC from non-tumor, through integrated analysis of expression, overall survival, immune cell characteristics, and biology function landscapes. Immune infiltration analysis showed that lower infiltration of specific immune cells may be responsible for significantly worse prognosis in HCC (hazard ratio, 1.691; 95% CI: 1.171–2.441; p = 0.012), such as CD8 Tem and cytotoxic T cells (CTLs) in eHCC. Our results identified that Cluster C1 signature presented a high accuracy in predicting CD8 Tem and CTL immune cells (receiver operating characteristic (ROC) = 0.647) and cancerization (ROC = 0.946) in liver. As a central member of Cluster C1, overexpressed PRKDC was associated with the higher genetic alteration in eHCC than advanced-stage HCC (aHCC), which was also connected to immune cell-related poor prognosis. Finally, the predictive outcome of Cluster C1 and PRKDC alteration in DEN-induced eHCC rats was also confirmed. Conclusions As a tumor prognosis-relevant gene set-based signature, Cluster C1 showed an effective approach to predict cancerization of eHCC and its related immune characteristics with considerable clinical value.
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Affiliation(s)
- Qijie Zhao
- Center of Excellence for Molecular Imaging (CEMI), Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand.,Department of Pathophysiology, College of Basic Medical Science, Southwest Medical University, Luzhou, China
| | - Rawiwan Wongpoomchai
- Department of Biochemistry, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Arpamas Chariyakornkul
- Department of Biochemistry, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Zhangang Xiao
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Southwest Medical University, Luzhou, China
| | - Chalermchai Pilapong
- Center of Excellence for Molecular Imaging (CEMI), Department of Radiologic Technology, Faculty of Associated Medical Sciences, Chiang Mai University, Chiang Mai, Thailand
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26
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Nie Y, Li J, Wu W, Guo D, Lei X, Zhang T, Wang Y, Mao Z, Zhang X, Song W. A Novel Nine-lncRNA Risk Signature Correlates With Immunotherapy in Hepatocellular Carcinoma. Front Oncol 2021; 11:706915. [PMID: 34604045 PMCID: PMC8479152 DOI: 10.3389/fonc.2021.706915] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 08/24/2021] [Indexed: 12/18/2022] Open
Abstract
Background Hepatocellular carcinoma is one of the most common malignant tumors with a very high mortality rate. The emergence of immunotherapy has brought hope for the cure of hepatocellular carcinoma. Only a small number of patients respond to immune checkpoint inhibitors, and ferroptosis and tertiary lymphoid structure contribute to the increased response rate of immune checkpoint inhibitors; thus, we first need to identify those who are sensitive to immunotherapy and then develop different methods to improve sensitivity for different groups. Methods The sequencing data of hepatocellular carcinoma from The Cancer Genome Atlas and Gene Expression Omnibus was downloaded to identify the immune-related long non-coding RNAs (lncRNAs). LncRNAs related to survival data were screened out, and a risk signature was established using Cox proportional hazard regression model. R software was used to calculate the riskScore of each patient, and the patients were divided into high- and low-risk groups. The prognostic value of riskScore and its application in clinical chemotherapeutic drugs were confirmed. The relationship between riskScore and immune checkpoint genes, ferroptosis genes, and genes related to tertiary lymphoid structure formation was analyzed by Spearman method. TIMER, CIBERSORT, ssGSEA, and ImmuCellAI were used to evaluate the relative number of lymphocytes in tumor. The Wilcoxon signed-rank test confirmed differences in immunophenoscore between the high- and low-risk groups. Results Data analysis revealed that our signature could well predict the 1-, 2-, 3-, and 5-year survival rates of hepatocellular carcinoma and to predict susceptible populations with Sorafenib. The risk signature were significantly correlated with immune checkpoint genes, ferroptosis genes, and tertiary lymphoid structure-forming genes, and predicted tumor-infiltrating lymphocyte status. There was a significant difference in IPS scores between the low-risk group and the high-risk group, while the low-risk group had higher scores. Conclusion The riskScore obtained from an immune-related lncRNA signature could successfully predict the survival time and reflect the efficacy of immune checkpoint inhibitors. More importantly, it is possible to select different treatments for different hepatocellular carcinoma patients that increase the response rate of immune checkpoint inhibitors and will help improve the individualized treatment of hepatocellular carcinoma.
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Affiliation(s)
- Ye Nie
- Xi'an Medical University, Xi'an, China.,Department of Hepatobiliary Surgery, Xijing Hospital, The Fourth Military Medical University, Xi'an, China
| | - Jianhui Li
- Xi'an Medical University, Xi'an, China.,Department of Hepatobiliary Surgery, Xijing Hospital, The Fourth Military Medical University, Xi'an, China
| | - Wenlong Wu
- Department of Hepatobiliary Surgery, Xijing Hospital, The Fourth Military Medical University, Xi'an, China
| | - Dongnan Guo
- School of Pharmacy, Health Science Center, Xi'an Jiaotong University, Xi'an, China
| | - Xinjun Lei
- Xi'an Medical University, Xi'an, China.,Department of Hepatobiliary Surgery, Xijing Hospital, The Fourth Military Medical University, Xi'an, China
| | - Tianchen Zhang
- Xi'an Medical University, Xi'an, China.,Department of Hepatobiliary Surgery, Xijing Hospital, The Fourth Military Medical University, Xi'an, China
| | - Yanfang Wang
- Xi'an Medical University, Xi'an, China.,Department of Hepatobiliary Surgery, Xijing Hospital, The Fourth Military Medical University, Xi'an, China
| | - Zhenzhen Mao
- Xi'an Medical University, Xi'an, China.,Department of Hepatobiliary Surgery, Xijing Hospital, The Fourth Military Medical University, Xi'an, China
| | - Xuan Zhang
- Department of Hepatobiliary Surgery, Xijing Hospital, The Fourth Military Medical University, Xi'an, China
| | - Wenjie Song
- Department of Hepatobiliary Surgery, Xijing Hospital, The Fourth Military Medical University, Xi'an, China
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27
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Chen C, Sheng Y. Prognostic Impact of MITD1 and Associates With Immune Infiltration in Kidney Renal Clear Cell Carcinoma. Technol Cancer Res Treat 2021; 20:15330338211036233. [PMID: 34346239 PMCID: PMC8351032 DOI: 10.1177/15330338211036233] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Kidney renal clear cell carcinoma (KIRC) is one of the most malignant diseases with poor survival rate over the world. The tumor microenvironment (TME) is highly related to the oncogenesis, development, and prognosis of KIRC. Thus, making the identification of KIRC biomarkers and immune infiltrates critically important. Microtubule Interacting and Trafficking Domain containing 1(MITD1) was reported to participate in cytokinesis of cell division. In the present study, multiple bioinformatics tools and databases were applied to investigate the expression level and clinical value of MITD1 in KIRC. We found that the expression of MITD1 was significantly increased in KIRC tissues. Further, the KIRC patients with high MITD1 levels showed a worse overall survival (OS) rate and disease free survival (DFS) rate. Otherwise, we found a significant correlation MITD1 expression and the abundance of CD8+ T cells. Functional enrichment analyses revealed that immune response and cytokine-cytokine receptor are very critical signaling pathways which associated with MITD1 in KIRC. In conclusion, our findings indicated that MITD1 may be a potential biomarker and associated with immune infiltration in KIRC.
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Affiliation(s)
- Chujie Chen
- Department of Urology, Seventh Affiliated Hospital, Sun Yat-sen University, Guangming District, Shenzhen, People's Republic of China
| | - Yiyu Sheng
- Department of Urology, Seventh Affiliated Hospital, Sun Yat-sen University, Guangming District, Shenzhen, People's Republic of China
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28
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Prognostic signature of lung adenocarcinoma based on stem cell-related genes. Sci Rep 2021; 11:1687. [PMID: 33462260 PMCID: PMC7814011 DOI: 10.1038/s41598-020-80453-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 12/16/2020] [Indexed: 01/05/2023] Open
Abstract
Lung adenocarcinoma (LUAD) is characterized by high infiltration and rapid growth. The function of the stem cell population is to control and maintain cell regeneration. Therefore, it is necessary to study the prognostic value of stem cell-related genes in LUAD. Signature genes were screened out from 166 stem cell-related genes according to the least absolute shrinkage operator (LASSO) and subsequently multivariate Cox regression analysis, and then established risk model. Immune infiltration and nomogram model were used to evaluate the clinical efficacy of signature. A signature consisting of 10 genes was used to dichotomize the LUAD patients into two groups (cutoff, 1.314), and then validated in GSE20319 and GSE42127. There was a significant correlation between signature and clinical characteristics. Patients with high-risk had a shorter overall survival. Furthermore, significant differences were found in multiple immune cells between the high-risk group and low-risk group. A high correlation was also reflected between signature and immune infiltration. What’s more, the signature could effectively predict the efficacy of chemotherapy in patients with LUAD, and a nomogram based on signature might accurately predict the prognosis of patients with LUAD. The signature-based of stem cell-related genes might be contributed to predicting prognosis of patients with LUAD.
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29
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Correlation between prognostic indicator AHNAK2 and immune infiltrates in lung adenocarcinoma. Int Immunopharmacol 2020; 90:107134. [PMID: 33168407 DOI: 10.1016/j.intimp.2020.107134] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 10/18/2020] [Accepted: 10/19/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Lung adenocarcinoma (LUAD) is among the most aggressive malignant tumors in humans. Although AHNAK nucleoprotein 2 (AHNAK2) is considered a new oncogene, the function of the AHNAK2 in LUAD remains unknown. METHODS Oncomine, Tumor Immune Estimation Resource (TIMER), and Human Protein Atlas databases were used to investigate AHNAK2 expression in LUAD. Gene Expression Profiling Interactive Analysis and Kaplan-Meier plotter databases were employed to elucidate the relationship between AHNAK2 and survival time. Data of The Cancer Genome Atlas were downloaded to analyze the correlation between AHNAK2 and clinicopathological parameters. We then immunohistochemically stained tissue chips to further confirm the correlation and conducted Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, and protein-protein interaction network analyses to explore the possible functional mechanism of AHNAK2. Finally, we investigated the relationship between AHNAK2 and tumor infiltrating immune cells (TIICs). RESULTS AHNAK2 gene was significantly overexpressed in LUAD tumor tissues and an independent prognostic indicator of LUAD patients. The expression of AHNAK2 was related to disease stage, differentiation, tumor size and lymph node metastasis. We found AHNAK2 expression was mainly positively correlated with cell adhesion-related pathways and negatively correlated with oxidative phosphorylation and amino acid metabolism. AHNAK2 expression was also negatively correlated with activated B cell, activated CD8 + T cell, and immature B cell infiltrates and positively correlated with central memory CD4 + T cell, tumor-associated macrophage, M1 macrophage, and M2 macrophage infiltrates. CONCLUSION Our findings provide strong evidence of AHNAK2 expression as a prognostic indicator related to TIICs in LUAD.
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30
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Li L, Shen L, Ma J, Zhou Q, Li M, Wu H, Wei M, Zhang D, Wang T, Qin S, Xing T. Evaluating Distribution and Prognostic Value of New Tumor-Infiltrating Lymphocytes in HCC Based on a scRNA-Seq Study With CIBERSORTx. Front Med (Lausanne) 2020; 7:451. [PMID: 33043022 PMCID: PMC7527443 DOI: 10.3389/fmed.2020.00451] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 07/07/2020] [Indexed: 12/24/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is a commonly diagnosed cancer with high mortality rates. The immune response plays an important role in the progression of HCC. Immunotherapies are becoming an increasingly promising tool for treating cancers. Advancements in scRNA-seq (single-cell RNA sequencing) have allowed us to identify new subsets in the immune microenvironment of HCC. Yet, distribution of these new cell types and their potential prognostic value in bulk samples from large cohorts remained unclear. This study aimed to investigate the tumor-infiltration and prognostic value of new cell subsets identified by a previous scRNA-seq study in a TCGA HCC cohort using CIBERSORTx, a machine learning method to estimate cell proportion and infer cell-type-specific gene expression profiles. We observed different distributions of tumor-infiltrating lymphocytes between tumor and normal cells. Among these, the CD4-GZMA cell subset showed association with prognosis (log-rank test, p < 0.05). We further analyzed CD4-GZMA cell specific gene expression with CIBERSORTx, and found 19 prognostic genes (univariable cox regression, p < 0.05). Finally, we applied Least absolute shrinkage and selection operator (LASSO) Cox regression to construct an immune risk score model and performed a prognostic assessment of our model in TCGA and ICGC cohorts. Taken together, the immune landscape in HCC bulk samples may be more complex than assumed, with heterogeneity and different tumor-infiltration relative to scRNA-seq results. Additionally, CD4-GZMA cells and their characteristics may yield therapeutic benefits in the immune treatment of HCC.
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Affiliation(s)
- Lixing Li
- Department of General Surgery, School of Medicine, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Lu Shen
- Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Bio-X Institutes, Shanghai Jiao Tong University, Shanghai, China.,Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Jingsong Ma
- Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Bio-X Institutes, Shanghai Jiao Tong University, Shanghai, China
| | - Qiang Zhou
- Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, Fudan University, Shanghai, China.,Key Laboratory of Carcinogenesis and Cancer Invasion (Ministry of Education), Fudan University, Shanghai, China
| | - Mo Li
- Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Bio-X Institutes, Shanghai Jiao Tong University, Shanghai, China
| | - Hao Wu
- Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Bio-X Institutes, Shanghai Jiao Tong University, Shanghai, China
| | - Muyun Wei
- Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Bio-X Institutes, Shanghai Jiao Tong University, Shanghai, China
| | - Di Zhang
- Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Bio-X Institutes, Shanghai Jiao Tong University, Shanghai, China
| | - Ting Wang
- Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Bio-X Institutes, Shanghai Jiao Tong University, Shanghai, China
| | - Shengying Qin
- Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Bio-X Institutes, Shanghai Jiao Tong University, Shanghai, China
| | - Tonghai Xing
- Department of General Surgery, School of Medicine, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
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31
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Su L, Zhang G, Kong X. Prognostic Significance of Pregnancy Zone Protein and Its Correlation with Immune Infiltrates in Hepatocellular Carcinoma. Cancer Manag Res 2020; 12:9883-9891. [PMID: 33116846 PMCID: PMC7553665 DOI: 10.2147/cmar.s269215] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 09/11/2020] [Indexed: 12/13/2022] Open
Abstract
Aim Human pregnancy zone protein (PZP) is a pregnancy-related protein which is increased dramatically during pregnancy. However, the expression of PZP and its prognostic value, association with tumor-infiltrating immune cells (TIICs) in microenvironment and potential biological process in HCC were unclear. Methods The PZP expression, clinicopathology analysis and its influence on survival were analyzed by GEPIA and HPA. Fifty-nine HCC samples and 30 corresponding noncancerous tissues were collected and retrospectively analyzed to verify the results of bioinformatics analysis. Further, TIMER and CIBERSORT were performed to identify the significantly alerted biological process and affections of PZP expression on the immune system in patients with HCC. Finally, IHC assay of CD4+ T cells and Treg cells was performed to confirm the results of immune infiltrates analysis by TIMER and CIBERSORT. Results PZP expression was downregulated in HCC tissues and its low level was substantially correlated with poor prognosis in patients with HCC. TIMER analysis showed that PZP expression had a positive correlation with the levels of macrophage and neutrophil. Furthermore, CIBERSORT analysis showed that resting memory CD4 T cells were increased in high PZP expression group, while the results of Tregs were the opposite. Finally, the IHC results of CD4+ T cells and Treg cells showed that only Tregs were negatively associated with PZP expression. Conclusion PZP was identified as a novel prognosis biomarker of HCC and might play a vital role in the regulation and recruitment of TIICs in HCC immune microenvironment.
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Affiliation(s)
- Lisa Su
- Department of Genetic and Prenatal Diagnosis Center, Zhengzhou University First Affiliated Hospital, Zhengzhou, People's Republic of China
| | - Genhao Zhang
- Department of Blood Transfusion, Zhengzhou University First Affiliated Hospital, Zhengzhou, People's Republic of China
| | - Xiangdong Kong
- Department of Genetic and Prenatal Diagnosis Center, Zhengzhou University First Affiliated Hospital, Zhengzhou, People's Republic of China
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Zhang JZ, Ma YZ, Gu JL, Huo JG. Clinical research progress of immune checkpoint inhibitors in treatment of primary liver cancer. Shijie Huaren Xiaohua Zazhi 2020; 28:605-616. [DOI: 10.11569/wcjd.v28.i14.605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Primary liver cancer (PLC) is a common malignant tumor of the digestive system in China. At present, the main treatments for liver cancer (LC) are surgical resection, radiofrequency ablation, chemotherapy, transarterial chemoembolization, and liver transplantation. Due to the limited treatment options, the overall 5-year survival rate of patients with advanced LC is still low. New treatments are urgently needed to prolong their survival and improve their quality of life. In recent years, immune checkpoint inhibitors reprensented by programmed death receptor-1 and cytotoxic T lymphocyte-associated antigen-4 have made breakthrough progress in the treatment of LC, and bring new hope for LC patients. In this paper, the clinical research progress of immune checkpoint inhibitors in the treatment of PLC is reviewed.
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Affiliation(s)
- Jin-Zhi Zhang
- The Third Clinical Medical College of Nanjing University Of Chinese Medicine, Jiangsu Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing 210002, Jiangsu Province, China
| | - Yu-Zhu Ma
- The Third Clinical Medical College of Nanjing University Of Chinese Medicine, Jiangsu Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing 210002, Jiangsu Province, China
| | - Jia-Lin Gu
- The Third Clinical Medical College of Nanjing University Of Chinese Medicine, Jiangsu Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing 210002, Jiangsu Province, China
| | - Jie-Ge Huo
- The Third Clinical Medical College of Nanjing University Of Chinese Medicine, Jiangsu Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing 210002, Jiangsu Province, China
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TGFB2 serves as a link between epithelial-mesenchymal transition and tumor mutation burden in gastric cancer. Int Immunopharmacol 2020; 84:106532. [PMID: 32388013 DOI: 10.1016/j.intimp.2020.106532] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 04/19/2020] [Accepted: 04/19/2020] [Indexed: 02/06/2023]
Abstract
Immune checkpoint blockade (ICB) has been a major breakthrough in various cancers including gastric cancer (GC), yet the clinical outcomes remain poor. Currently, epithelial-mesenchymal transition (EMT) has been reported to be associated with tumor mutational burden (TMB), which can cause lack of response to ICB. However, the underlying mechanism remains unknown. Members of the transforming growth factorβ (TGFB) family are regarded as the main mediators of EMT, yet how TGFB2 drives EMT in GC is not fully understood. In this study, we found that overexpression of TGFB2 was correlated with poor prognosis in TGCA-STAD and four GEO GC datasets.Gene set enrichment analysis revealed that the EMT pathway was significantly enriched in the high TGFB2 expression group, whilst the TMB-related pathways including mismatch repair, base excision repair, and DNA replication were strongly enriched in the low expression group. Furthermore, EMT score analysis, WGCNA and functional analysis showed that TGFB2 was co-expressed with neurite-related pathways that might drive EMT. Also, CIBERSORT analysis revealed that tumor-infiltrating immune cells like T follicular helper cells might participate in the process of TGFB2 affecting TMB levels in GC. Moreover, in other various cancers, TGFB2 was also negatively correlated with TMB levels as well as ICB response. Overall, these results revealed that TGFB2 could play a vital role in linking EMT and TMB in GC, suggesting that TGFB2 may be a predictive therapeutic target for GC.
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